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1. Refining the accuracy of validated target identification through coding variant fine-mapping in type 2 diabetes

Author

Mahajan, Anubha, Wessel, Jennifer, Willems, Sara M, Zhao, Wei, Robertson, Neil R, Chu, Audrey Y, Gan, Wei, Kitajima, Hidetoshi, Taliun, Daniel, Rayner, N William, Guo, Xiuqing, Lu, Yingchang, Li, Man, Jensen, Richard A, Hu, Yao, Huo, Shaofeng, Lohman, Kurt K, Zhang, Weihua, Cook, James P, Prins, Bram Peter, Flannick, Jason, Grarup, Niel, Trubetskoy, Vassily Vladimirovich, Kravic, Jasmina, Kim, Young Jin, Rybin, Denis V, Yaghootkar, Hanieh, Müller-Nurasyid, Martina, Meidtner, Karina, Li-Gao, Ruifang, Varga, Tibor V, Marten, Jonathan, Li, Jin, Smith, Albert Vernon, An, Ping, Ligthart, Symen, Gustafsson, Stefan, Malerba, Giovanni, Demirkan, Ayse, Tajes, Juan Fernandez, Steinthorsdottir, Valgerdur, Wuttke, Matthia, Lecoeur, Cécile, Preuss, Michael, Bielak, Lawrence F, Graff, Marielisa, Highland, Heather M, Justice, Anne E, Liu, Dajiang J, Marouli, Eirini, Peloso, Gina Marie, Warren, Helen R, Afaq, Saima, Afzal, Shoaib, Ahlqvist, Emma, Almgren, Peter, Amin, Najaf, Bang, Lia B, Bertoni, Alain G, Bombieri, Cristina, Bork-Jensen, Jette, Brandslund, Ivan, Brody, Jennifer A, Burtt, Noël P, Canouil, Mickaël, Chen, Yii-Der Ida, Cho, Yoon Shin, Christensen, Cramer, Eastwood, Sophie V, Fischer, Krista, Gambaro, Giovanni, Giedraitis, Vilmanta, Grove, Megan L, de Haan, Hugoline G, Hackinger, Sophie, Hai, Yang, Han, Sohee, Tybjærg-Hansen, Anne, Hivert, Marie-France, Isomaa, Bo, Jäger, Susanne, Jørgensen, Marit E, Jørgensen, Torben, Käräjämäki, Annemari, Kim, Bong-Jo, Kim, Sung Soo, Koistinen, Heikki A, Kovacs, Peter, Kriebel, Jennifer, Kronenberg, Florian, Läll, Kristi, Lange, Leslie A, Lee, Jung-Jin, Lehne, Benjamin, Li, Huaixing, Lin, Keng-Hung, Linneberg, Allan, Liu, Ching-Ti, Liu, Jun, Loh, Marie, Mägi, Reedik, Mamakou, Vasiliki, McKean-Cowdin, Roberta, Nadkarni, Girish, Neville, Matt, Nielsen, Sune F, Ntalla, Ioanna, Peyser, Patricia A, Rathmann, Wolfgang, Rice, Kenneth, Rich, Stephen S, Rode, Line, Rolandsson, Olov, Schönherr, Sebastian, Selvin, Elizabeth, Small, Kerrin S, Stančáková, Alena, Surendran, Praveen, Taylor, Kent D, Teslovich, Tanya M, Thorand, Barbara, Thorleifsson, Gudmar, Tin, Adrienne, Tönjes, Anke, Varbo, Anette, Witte, Daniel R, Wood, Andrew R, Yajnik, Pranav, Yao, Jie, Yengo, Loïc, Young, Robin, Amouyel, Philippe, Boeing, Heiner, Boerwinkle, Eric, Bottinger, Erwin P, Chowdhury, Rajiv, Collins, Francis S, Dedoussis, George, Dehghan, Abba, Deloukas, Pano, Ferrario, Marco M, Ferrières, Jean, Florez, Jose C, Frossard, Philippe, Gudnason, Vilmundur, Harris, Tamara B, Heckbert, Susan R, Howson, Joanna M M, Ingelsson, Martin, Kathiresan, Sekar, Kee, Frank, Kuusisto, Johanna, Langenberg, Claudia, Launer, Lenore J, Lindgren, Cecilia M, Männistö, Satu, Meitinger, Thoma, Melander, Olle, Mohlke, Karen L, Moitry, Marie, Morris, Andrew D, Murray, Alison D, de Mutsert, Renée, Orho-Melander, Marju, Owen, Katharine R, Perola, Marku, Peters, Annette, Province, Michael A, Rasheed, Asif, Ridker, Paul M, Rivadineira, Fernando, Rosendaal, Frits R, Rosengren, Anders H, Salomaa, Veikko, Sheu, Wayne H-H, Sladek, Rob, Smith, Blair H, Strauch, Konstantin, Uitterlinden, André G, Varma, Rohit, Willer, Cristen J, Blüher, Matthia, Butterworth, Adam S, Chambers, John Campbell, Chasman, Daniel I, Danesh, John, van Duijn, Cornelia, Dupuis, Josée, Franco, Oscar H, Franks, Paul W, Froguel, Philippe, Grallert, Harald, Groop, Leif, Han, Bok-Ghee, Hansen, Torben, Hattersley, Andrew T, Hayward, Caroline, Ingelsson, Erik, Kardia, Sharon L R, Karpe, Fredrik, Kooner, Jaspal Singh, Köttgen, Anna, Kuulasmaa, Kari, Laakso, Markku, Lin, Xu, Lind, Lar, Liu, Yongmei, Loos, Ruth J F, Marchini, Jonathan, Metspalu, Andre, Mook-Kanamori, Denni, Nordestgaard, Børge G, Palmer, Colin N A, Pankow, James S, Pedersen, Oluf, Psaty, Bruce M, Rauramaa, Rainer, Sattar, Naveed, Schulze, Matthias B, Soranzo, Nicole, Spector, Timothy D, Stefansson, Kari, Stumvoll, Michael, Thorsteinsdottir, Unnur, Tuomi, Tiinamaija, Tuomilehto, Jaakko, Wareham, Nicholas J, Wilson, James G, Zeggini, Eleftheria, Scott, Robert A, Barroso, Inê, Frayling, Timothy M, Goodarzi, Mark O, Meigs, James B, Boehnke, Michael, Saleheen, Danish, Morris, Andrew P, Rotter, Jerome I, Mccarthy, Mark I, Eckardt, Kai-Uwe, Gambaro, Giovanni (ORCID:0000-0001-5733-2370), Mahajan, Anubha, Wessel, Jennifer, Willems, Sara M, Zhao, Wei, Robertson, Neil R, Chu, Audrey Y, Gan, Wei, Kitajima, Hidetoshi, Taliun, Daniel, Rayner, N William, Guo, Xiuqing, Lu, Yingchang, Li, Man, Jensen, Richard A, Hu, Yao, Huo, Shaofeng, Lohman, Kurt K, Zhang, Weihua, Cook, James P, Prins, Bram Peter, Flannick, Jason, Grarup, Niel, Trubetskoy, Vassily Vladimirovich, Kravic, Jasmina, Kim, Young Jin, Rybin, Denis V, Yaghootkar, Hanieh, Müller-Nurasyid, Martina, Meidtner, Karina, Li-Gao, Ruifang, Varga, Tibor V, Marten, Jonathan, Li, Jin, Smith, Albert Vernon, An, Ping, Ligthart, Symen, Gustafsson, Stefan, Malerba, Giovanni, Demirkan, Ayse, Tajes, Juan Fernandez, Steinthorsdottir, Valgerdur, Wuttke, Matthia, Lecoeur, Cécile, Preuss, Michael, Bielak, Lawrence F, Graff, Marielisa, Highland, Heather M, Justice, Anne E, Liu, Dajiang J, Marouli, Eirini, Peloso, Gina Marie, Warren, Helen R, Afaq, Saima, Afzal, Shoaib, Ahlqvist, Emma, Almgren, Peter, Amin, Najaf, Bang, Lia B, Bertoni, Alain G, Bombieri, Cristina, Bork-Jensen, Jette, Brandslund, Ivan, Brody, Jennifer A, Burtt, Noël P, Canouil, Mickaël, Chen, Yii-Der Ida, Cho, Yoon Shin, Christensen, Cramer, Eastwood, Sophie V, Fischer, Krista, Gambaro, Giovanni, Giedraitis, Vilmanta, Grove, Megan L, de Haan, Hugoline G, Hackinger, Sophie, Hai, Yang, Han, Sohee, Tybjærg-Hansen, Anne, Hivert, Marie-France, Isomaa, Bo, Jäger, Susanne, Jørgensen, Marit E, Jørgensen, Torben, Käräjämäki, Annemari, Kim, Bong-Jo, Kim, Sung Soo, Koistinen, Heikki A, Kovacs, Peter, Kriebel, Jennifer, Kronenberg, Florian, Läll, Kristi, Lange, Leslie A, Lee, Jung-Jin, Lehne, Benjamin, Li, Huaixing, Lin, Keng-Hung, Linneberg, Allan, Liu, Ching-Ti, Liu, Jun, Loh, Marie, Mägi, Reedik, Mamakou, Vasiliki, McKean-Cowdin, Roberta, Nadkarni, Girish, Neville, Matt, Nielsen, Sune F, Ntalla, Ioanna, Peyser, Patricia A, Rathmann, Wolfgang, Rice, Kenneth, Rich, Stephen S, Rode, Line, Rolandsson, Olov, Schönherr, Sebastian, Selvin, Elizabeth, Small, Kerrin S, Stančáková, Alena, Surendran, Praveen, Taylor, Kent D, Teslovich, Tanya M, Thorand, Barbara, Thorleifsson, Gudmar, Tin, Adrienne, Tönjes, Anke, Varbo, Anette, Witte, Daniel R, Wood, Andrew R, Yajnik, Pranav, Yao, Jie, Yengo, Loïc, Young, Robin, Amouyel, Philippe, Boeing, Heiner, Boerwinkle, Eric, Bottinger, Erwin P, Chowdhury, Rajiv, Collins, Francis S, Dedoussis, George, Dehghan, Abba, Deloukas, Pano, Ferrario, Marco M, Ferrières, Jean, Florez, Jose C, Frossard, Philippe, Gudnason, Vilmundur, Harris, Tamara B, Heckbert, Susan R, Howson, Joanna M M, Ingelsson, Martin, Kathiresan, Sekar, Kee, Frank, Kuusisto, Johanna, Langenberg, Claudia, Launer, Lenore J, Lindgren, Cecilia M, Männistö, Satu, Meitinger, Thoma, Melander, Olle, Mohlke, Karen L, Moitry, Marie, Morris, Andrew D, Murray, Alison D, de Mutsert, Renée, Orho-Melander, Marju, Owen, Katharine R, Perola, Marku, Peters, Annette, Province, Michael A, Rasheed, Asif, Ridker, Paul M, Rivadineira, Fernando, Rosendaal, Frits R, Rosengren, Anders H, Salomaa, Veikko, Sheu, Wayne H-H, Sladek, Rob, Smith, Blair H, Strauch, Konstantin, Uitterlinden, André G, Varma, Rohit, Willer, Cristen J, Blüher, Matthia, Butterworth, Adam S, Chambers, John Campbell, Chasman, Daniel I, Danesh, John, van Duijn, Cornelia, Dupuis, Josée, Franco, Oscar H, Franks, Paul W, Froguel, Philippe, Grallert, Harald, Groop, Leif, Han, Bok-Ghee, Hansen, Torben, Hattersley, Andrew T, Hayward, Caroline, Ingelsson, Erik, Kardia, Sharon L R, Karpe, Fredrik, Kooner, Jaspal Singh, Köttgen, Anna, Kuulasmaa, Kari, Laakso, Markku, Lin, Xu, Lind, Lar, Liu, Yongmei, Loos, Ruth J F, Marchini, Jonathan, Metspalu, Andre, Mook-Kanamori, Denni, Nordestgaard, Børge G, Palmer, Colin N A, Pankow, James S, Pedersen, Oluf, Psaty, Bruce M, Rauramaa, Rainer, Sattar, Naveed, Schulze, Matthias B, Soranzo, Nicole, Spector, Timothy D, Stefansson, Kari, Stumvoll, Michael, Thorsteinsdottir, Unnur, Tuomi, Tiinamaija, Tuomilehto, Jaakko, Wareham, Nicholas J, Wilson, James G, Zeggini, Eleftheria, Scott, Robert A, Barroso, Inê, Frayling, Timothy M, Goodarzi, Mark O, Meigs, James B, Boehnke, Michael, Saleheen, Danish, Morris, Andrew P, Rotter, Jerome I, Mccarthy, Mark I, Eckardt, Kai-Uwe, and Gambaro, Giovanni (ORCID:0000-0001-5733-2370)

Abstract

We aggregated coding variant data for 81,412 type 2 diabetes cases and 370,832 controls of diverse ancestry, identifying 40 coding variant association signals (P < 2.2 × 10-7); of these, 16 map outside known risk-associated loci. We make two important observations. First, only five of these signals are driven by low-frequency variants: even for these, effect sizes are modest (odds ratio ≤1.29). Second, when we used large-scale genome-wide association data to fine-map the associated variants in their regional context, accounting for the global enrichment of complex trait associations in coding sequence, compelling evidence for coding variant causality was obtained for only 16 signals. At 13 others, the associated coding variants clearly represent 'false leads' with potential to generate erroneous mechanistic inference. Coding variant associations offer a direct route to biological insight for complex diseases and identification of validated therapeutic targets; however, appropriate mechanistic inference requires careful specification of their causal contribution to disease predisposition.

Published
2018

2. New Blood Pressure-Associated Loci Identified in Meta-Analyses of 475 000 Individuals

Author

Kraja, Aldi T., Cook, James P., Warren, Helen R., Surendran, Praveen, Liu, Chunyu, Evangelou, Evangelo, Manning, Alisa K., Grarup, Niel, Drenos, Fotio, Sim, Xueling, Smith, Albert Vernon, Amin, Najaf, Blakemore, Alexandra I. F., Bork-Jensen, Jette, Brandslund, Ivan, Farmaki, Aliki-Eleni, Fava, Cristiano, Ferreira, Teresa, Herzig, Karl-Heinz, Giri, Ayush, Giulianini, Franco, Grove, Megan L., Guo, Xiuqing, Harris, Sarah E., Have, Christian T., Havulinna, Aki S., Zhang, He, Jørgensen, Marit E., Käräjämäki, Annemari, Kooperberg, Charle, Linneberg, Allan, Little, Loui, Liu, Yongmei, Bonnycastle, Lori L., Lu, Yingchang, Mägi, Reedik, Mahajan, Anubha, Malerba, Giovanni, Marioni, Riccardo E., Mei, Hao, Menni, Cristina, Morrison, Alanna C., Padmanabhan, Sandosh, Palmas, Walter, Poveda, Alaitz, Rauramaa, Rainer, Rayner, Nigel William, Riaz, Muhammad, Rice, Ken, Richard, Melissa A., Smith, Jennifer A., Southam, Lorraine, Stančáková, Alena, Stirrups, Kathleen E., Tragante, Viniciu, Tuomi, Tiinamaija, Tzoulaki, Ioanna, Varga, Tibor V., Weiss, Stefan, Yiorkas, Andrianos M., Young, Robin, Zhang, Weihua, Barnes, Michael R., Cabrera, Claudia P., Gao, He, Boehnke, Michael, Boerwinkle, Eric, Chambers, John C., Connell, John M., Christensen, Cramer K., De Boer, Rudolf A., Deary, Ian J., Dedoussis, George, Deloukas, Pano, Dominiczak, Anna F., Dörr, Marcu, Joehanes, Roby, Edwards, Todd L., Esko, Tõnu, Fornage, Myriam, Franceschini, Nora, Franks, Paul W., Gambaro, Giovanni, Groop, Leif, Hallmans, Göran, Hansen, Torben, Hayward, Caroline, Heikki, Oksa, Ingelsson, Erik, Tuomilehto, Jaakko, Jarvelin, Marjo-Riitta, Kardia, Sharon L. R., Karpe, Fredrik, Kooner, Jaspal S., Lakka, Timo A., Langenberg, Claudia, Lind, Lar, Loos, Ruth J. F., Laakso, Markku, Mccarthy, Mark I., Melander, Olle, Mohlke, Karen L., Morris, Andrew P., Palmer, Colin N. A., Pedersen, Oluf, Polasek, Ozren, Poulter, Neil R., Province, Michael A., Psaty, Bruce M., Ridker, Paul M., Rotter, Jerome I., Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J., Sever, Peter J., Skaaby, Tea, Stafford, Jeanette M., Starr, John M., Van Der Harst, Pim, Van Der Meer, Peter, Van Duijn, Cornelia M., Vergnaud, Anne-Claire, Gudnason, Vilmundur, Wareham, Nicholas J., Wilson, James G., Willer, Cristen J., Witte, Daniel R., Zeggini, Eleftheria, Saleheen, Danish, Butterworth, Adam S., Danesh, John, Asselbergs, Folkert W., Wain, Louise V., Ehret, Georg B., Chasman, Daniel I., Caulfield, Mark J., Elliott, Paul, Lindgren, Cecilia M., Levy, Daniel, Newton-Cheh, Christopher, Munroe, Patricia B., Howson, Joanna M. M., Pitocco, Dario, Gambaro, Giovanni (ORCID:0000-0001-5733-2370), Pitocco, Dario (ORCID:0000-0002-6220-686X), Kraja, Aldi T., Cook, James P., Warren, Helen R., Surendran, Praveen, Liu, Chunyu, Evangelou, Evangelo, Manning, Alisa K., Grarup, Niel, Drenos, Fotio, Sim, Xueling, Smith, Albert Vernon, Amin, Najaf, Blakemore, Alexandra I. F., Bork-Jensen, Jette, Brandslund, Ivan, Farmaki, Aliki-Eleni, Fava, Cristiano, Ferreira, Teresa, Herzig, Karl-Heinz, Giri, Ayush, Giulianini, Franco, Grove, Megan L., Guo, Xiuqing, Harris, Sarah E., Have, Christian T., Havulinna, Aki S., Zhang, He, Jørgensen, Marit E., Käräjämäki, Annemari, Kooperberg, Charle, Linneberg, Allan, Little, Loui, Liu, Yongmei, Bonnycastle, Lori L., Lu, Yingchang, Mägi, Reedik, Mahajan, Anubha, Malerba, Giovanni, Marioni, Riccardo E., Mei, Hao, Menni, Cristina, Morrison, Alanna C., Padmanabhan, Sandosh, Palmas, Walter, Poveda, Alaitz, Rauramaa, Rainer, Rayner, Nigel William, Riaz, Muhammad, Rice, Ken, Richard, Melissa A., Smith, Jennifer A., Southam, Lorraine, Stančáková, Alena, Stirrups, Kathleen E., Tragante, Viniciu, Tuomi, Tiinamaija, Tzoulaki, Ioanna, Varga, Tibor V., Weiss, Stefan, Yiorkas, Andrianos M., Young, Robin, Zhang, Weihua, Barnes, Michael R., Cabrera, Claudia P., Gao, He, Boehnke, Michael, Boerwinkle, Eric, Chambers, John C., Connell, John M., Christensen, Cramer K., De Boer, Rudolf A., Deary, Ian J., Dedoussis, George, Deloukas, Pano, Dominiczak, Anna F., Dörr, Marcu, Joehanes, Roby, Edwards, Todd L., Esko, Tõnu, Fornage, Myriam, Franceschini, Nora, Franks, Paul W., Gambaro, Giovanni, Groop, Leif, Hallmans, Göran, Hansen, Torben, Hayward, Caroline, Heikki, Oksa, Ingelsson, Erik, Tuomilehto, Jaakko, Jarvelin, Marjo-Riitta, Kardia, Sharon L. R., Karpe, Fredrik, Kooner, Jaspal S., Lakka, Timo A., Langenberg, Claudia, Lind, Lar, Loos, Ruth J. F., Laakso, Markku, Mccarthy, Mark I., Melander, Olle, Mohlke, Karen L., Morris, Andrew P., Palmer, Colin N. A., Pedersen, Oluf, Polasek, Ozren, Poulter, Neil R., Province, Michael A., Psaty, Bruce M., Ridker, Paul M., Rotter, Jerome I., Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J., Sever, Peter J., Skaaby, Tea, Stafford, Jeanette M., Starr, John M., Van Der Harst, Pim, Van Der Meer, Peter, Van Duijn, Cornelia M., Vergnaud, Anne-Claire, Gudnason, Vilmundur, Wareham, Nicholas J., Wilson, James G., Willer, Cristen J., Witte, Daniel R., Zeggini, Eleftheria, Saleheen, Danish, Butterworth, Adam S., Danesh, John, Asselbergs, Folkert W., Wain, Louise V., Ehret, Georg B., Chasman, Daniel I., Caulfield, Mark J., Elliott, Paul, Lindgren, Cecilia M., Levy, Daniel, Newton-Cheh, Christopher, Munroe, Patricia B., Howson, Joanna M. M., Pitocco, Dario, Gambaro, Giovanni (ORCID:0000-0001-5733-2370), and Pitocco, Dario (ORCID:0000-0002-6220-686X)

Abstract

Background - Genome-wide association studies have recently identified >400 loci that harbor DNA sequence variants that influence blood pressure (BP). Our earlier studies identified and validated 56 single nucleotide variants (SNVs) associated with BP from meta-analyses of exome chip genotype data. An additional 100 variants yielded suggestive evidence of association. Methods and Results - Here, we augment the sample with 140 886 European individuals from the UK Biobank, in whom 77 of the 100 suggestive SNVs were available for association analysis with systolic BP or diastolic BP or pulse pressure. We performed 2 meta-analyses, one in individuals of European, South Asian, African, and Hispanic descent (pan-ancestry, ≈475 000), and the other in the subset of individuals of European descent (≈423 000). Twenty-one SNVs were genome-wide significant (P<5×10-8) for BP, of which 4 are new BP loci: rs9678851 (missense, SLC4A1AP), rs7437940 (AFAP1), rs13303 (missense, STAB1), and rs1055144 (7p15.2). In addition, we identified a potentially independent novel BP-associated SNV, rs3416322 (missense, SYNPO2L) at a known locus, uncorrelated with the previously reported SNVs. Two SNVs are associated with expression levels of nearby genes, and SNVs at 3 loci are associated with other traits. One SNV with a minor allele frequency <0.01, (rs3025380 at DBH) was genome-wide significant. Conclusions - We report 4 novel loci associated with BP regulation, and 1 independent variant at an established BP locus. This analysis highlights several candidate genes with variation that alter protein function or gene expression for potential follow-up.

Published
2017

3. Trans-ancestry meta-analyses identify rare and common variants associated with blood pressure and hypertension

Author

Surendran, Praveen, Drenos, Fotio, Young, Robin, Warren, Helen, Cook, James P., Manning, Alisa K., Grarup, Niel, Sim, Xueling, Barnes, Daniel R., Witkowska, Kate, Staley, James R., Tragante, Viniciu, Tukiainen, Taru, Yaghootkar, Hanieh, Masca, Nichola, Freitag, Daniel F., Ferreira, Teresa, Giannakopoulou, Olga, Tinker, Andrew, Harakalova, Magdalena, Mihailov, Evelin, Liu, Chunyu, Kraja, Aldi T., Nielsen, Sune Fallgaard, Rasheed, Asif, Samuel, Maria, Zhao, Wei, Bonnycastle, Lori L., Jackson, Anne U., Narisu, Narisu, Swift, Amy J., Southam, Lorraine, Marten, Jonathan, Huyghe, Jeroen R., Stančáková, Alena, Fava, Cristiano, Ohlsson, Therese, Matchan, Angela, Stirrups, Kathleen E., Bork Jensen, Jette, Gjesing, Anette P., Kontto, Jukka, Perola, Marku, Shaw Hawkins, Susan, Havulinna, Aki S., Zhang, He, Donnelly, Louise A., Groves, Christopher J., Rayner, N. William, Neville, Matt J., Robertson, Neil R., Yiorkas, Andrianos M., Herzig, Karl Heinz, Kajantie, Eero, Zhang, Weihua, Willems, Sara M., Lannfelt, Lar, Malerba, Giovanni, Soranzo, Nicole, Trabetti, Elisabetta, Verweij, Niek, Evangelou, Evangelo, Moayyeri, Alireza, Vergnaud, Anne Claire, Nelson, Christopher P., Poveda, Alaitz, Varga, Tibor V, Caslake, Muriel, De Craen, Anton J. M., Trompet, Stella, Luan, Jian'An, Scott, Robert A., Harris, Sarah E., Liewald, David C. M., Marioni, Riccardo, Menni, Cristina, Farmaki, Aliki Eleni, Hallmans, Göran, Renström, Frida, Huffman, Jennifer E., Hassinen, Maija, Burgess, Stephen, Vasan, Ramachandran S., Felix, Janine F., Uria Nickelsen, Maria, Malarstig, Ander, Reilly, Dermot F., Hoek, Maarten, Vogt, Thomas F., Lin, Honghuang, Lieb, Wolfgang, Traylor, Matthew, Markus, Hugh S., Highland, Heather M., Justice, Anne E., Marouli, Eirini, Lindström, Jaana, Uusitupa, Matti, Komulainen, Pirjo, Lakka, Timo A., Rauramaa, Rainer, Polasek, Ozren, Rudan, Igor, Rolandsson, Olov, Franks, Paul W., Dedoussis, George, Spector, Timothy D., Jousilahti, Pekka, Männistö, Satu, Deary, Ian J., Starr, John M., Langenberg, Claudia, Wareham, Nick J., Brown, Morris J., Dominiczak, Anna F., Connell, John M., Jukema, J. Wouter, Sattar, Naveed, Ford, Ian, Packard, Chris J., Esko, Tõnu, Mägi, Reedik, Metspalu, Andre, De Boer, Rudolf A., Van Der Meer, Peter, Van Der Harst, Pim, Gambaro, Giovanni, Ingelsson, Erik, Lind, Lar, De Bakker, Paul I. W., Numans, Mattijs E., Brandslund, Ivan, Christensen, Cramer, Petersen, Eva R. B., Korpi Hyövälti, Eeva, Oksa, Heikki, Chambers, John C., Kooner, Jaspal S., Blakemore, Alexandra I. F., Franks, Steve, Jarvelin, Marjo Riitta, Husemoen, Lise L., Linneberg, Allan, Skaaby, Tea, Thuesen, Betina, Karpe, Fredrik, Tuomilehto, Jaakko, Doney, Alex S. F., Morris, Andrew D., Palmer, Colin N. A., Holmen, Oddgeir Lingaa, Hveem, Kristian, Willer, Cristen J., Tuomi, Tiinamaija, Groop, Leif, Käräjämäki, Annemari, Palotie, Aarno, Ripatti, Samuli, Salomaa, Veikko, Alam, Dewan S., Majumder, Abdulla Al Shafi, Di Angelantonio, Emanuele, Chowdhury, Rajiv, Mccarthy, Mark I., Poulter, Neil, Stanton, Alice V., Sever, Peter, Amouyel, Philippe, Arveiler, Dominique, Blankenberg, Stefan, Ferrières, Jean, Kee, Frank, Kuulasmaa, Kari, Müller Nurasyid, Martina, Veronesi, Giovanni, Virtamo, Jarmo, Deloukas, Pano, Elliott, Paul, Zeggini, Eleftheria, Kathiresan, Sekar, Melander, Olle, Kuusisto, Johanna, Laakso, Markku, Padmanabhan, Sandosh, Porteous, David J., Hayward, Caroline, Scotland, Generation, Collins, Francis S., Mohlke, Karen L., Hansen, Torben, Pedersen, Oluf, Boehnke, Michael, Stringham, Heather M., Frossard, Philippe, Newton Cheh, Christopher, Tobin, Martin D., Nordestgaard, Børge Grønne, Caulfield, Mark J., Mahajan, Anubha, Morris, Andrew P., Tomaszewski, Maciej, Samani, Nilesh J., Saleheen, Danish, Asselbergs, Folkert W., Lindgren, Cecilia M., Danesh, John, Wain, Louise V., Butterworth, Adam S., Howson, Joanna M. M, Munroe, Gambaro, Giovanni (ORCID:0000-0001-5733-2370), Surendran, Praveen, Drenos, Fotio, Young, Robin, Warren, Helen, Cook, James P., Manning, Alisa K., Grarup, Niel, Sim, Xueling, Barnes, Daniel R., Witkowska, Kate, Staley, James R., Tragante, Viniciu, Tukiainen, Taru, Yaghootkar, Hanieh, Masca, Nichola, Freitag, Daniel F., Ferreira, Teresa, Giannakopoulou, Olga, Tinker, Andrew, Harakalova, Magdalena, Mihailov, Evelin, Liu, Chunyu, Kraja, Aldi T., Nielsen, Sune Fallgaard, Rasheed, Asif, Samuel, Maria, Zhao, Wei, Bonnycastle, Lori L., Jackson, Anne U., Narisu, Narisu, Swift, Amy J., Southam, Lorraine, Marten, Jonathan, Huyghe, Jeroen R., Stančáková, Alena, Fava, Cristiano, Ohlsson, Therese, Matchan, Angela, Stirrups, Kathleen E., Bork Jensen, Jette, Gjesing, Anette P., Kontto, Jukka, Perola, Marku, Shaw Hawkins, Susan, Havulinna, Aki S., Zhang, He, Donnelly, Louise A., Groves, Christopher J., Rayner, N. William, Neville, Matt J., Robertson, Neil R., Yiorkas, Andrianos M., Herzig, Karl Heinz, Kajantie, Eero, Zhang, Weihua, Willems, Sara M., Lannfelt, Lar, Malerba, Giovanni, Soranzo, Nicole, Trabetti, Elisabetta, Verweij, Niek, Evangelou, Evangelo, Moayyeri, Alireza, Vergnaud, Anne Claire, Nelson, Christopher P., Poveda, Alaitz, Varga, Tibor V, Caslake, Muriel, De Craen, Anton J. M., Trompet, Stella, Luan, Jian'An, Scott, Robert A., Harris, Sarah E., Liewald, David C. M., Marioni, Riccardo, Menni, Cristina, Farmaki, Aliki Eleni, Hallmans, Göran, Renström, Frida, Huffman, Jennifer E., Hassinen, Maija, Burgess, Stephen, Vasan, Ramachandran S., Felix, Janine F., Uria Nickelsen, Maria, Malarstig, Ander, Reilly, Dermot F., Hoek, Maarten, Vogt, Thomas F., Lin, Honghuang, Lieb, Wolfgang, Traylor, Matthew, Markus, Hugh S., Highland, Heather M., Justice, Anne E., Marouli, Eirini, Lindström, Jaana, Uusitupa, Matti, Komulainen, Pirjo, Lakka, Timo A., Rauramaa, Rainer, Polasek, Ozren, Rudan, Igor, Rolandsson, Olov, Franks, Paul W., Dedoussis, George, Spector, Timothy D., Jousilahti, Pekka, Männistö, Satu, Deary, Ian J., Starr, John M., Langenberg, Claudia, Wareham, Nick J., Brown, Morris J., Dominiczak, Anna F., Connell, John M., Jukema, J. Wouter, Sattar, Naveed, Ford, Ian, Packard, Chris J., Esko, Tõnu, Mägi, Reedik, Metspalu, Andre, De Boer, Rudolf A., Van Der Meer, Peter, Van Der Harst, Pim, Gambaro, Giovanni, Ingelsson, Erik, Lind, Lar, De Bakker, Paul I. W., Numans, Mattijs E., Brandslund, Ivan, Christensen, Cramer, Petersen, Eva R. B., Korpi Hyövälti, Eeva, Oksa, Heikki, Chambers, John C., Kooner, Jaspal S., Blakemore, Alexandra I. F., Franks, Steve, Jarvelin, Marjo Riitta, Husemoen, Lise L., Linneberg, Allan, Skaaby, Tea, Thuesen, Betina, Karpe, Fredrik, Tuomilehto, Jaakko, Doney, Alex S. F., Morris, Andrew D., Palmer, Colin N. A., Holmen, Oddgeir Lingaa, Hveem, Kristian, Willer, Cristen J., Tuomi, Tiinamaija, Groop, Leif, Käräjämäki, Annemari, Palotie, Aarno, Ripatti, Samuli, Salomaa, Veikko, Alam, Dewan S., Majumder, Abdulla Al Shafi, Di Angelantonio, Emanuele, Chowdhury, Rajiv, Mccarthy, Mark I., Poulter, Neil, Stanton, Alice V., Sever, Peter, Amouyel, Philippe, Arveiler, Dominique, Blankenberg, Stefan, Ferrières, Jean, Kee, Frank, Kuulasmaa, Kari, Müller Nurasyid, Martina, Veronesi, Giovanni, Virtamo, Jarmo, Deloukas, Pano, Elliott, Paul, Zeggini, Eleftheria, Kathiresan, Sekar, Melander, Olle, Kuusisto, Johanna, Laakso, Markku, Padmanabhan, Sandosh, Porteous, David J., Hayward, Caroline, Scotland, Generation, Collins, Francis S., Mohlke, Karen L., Hansen, Torben, Pedersen, Oluf, Boehnke, Michael, Stringham, Heather M., Frossard, Philippe, Newton Cheh, Christopher, Tobin, Martin D., Nordestgaard, Børge Grønne, Caulfield, Mark J., Mahajan, Anubha, Morris, Andrew P., Tomaszewski, Maciej, Samani, Nilesh J., Saleheen, Danish, Asselbergs, Folkert W., Lindgren, Cecilia M., Danesh, John, Wain, Louise V., Butterworth, Adam S., Howson, Joanna M. M, Munroe, and Gambaro, Giovanni (ORCID:0000-0001-5733-2370)

Abstract

High blood pressure is a major risk factor for cardiovascular disease and premature death. However, there is limited knowledge on specific causal genes and pathways. To better understand the genetics of blood pressure, we genotyped 242,296 rare, low-frequency and common genetic variants in up to 192,763 individuals and used -1/4155,063 samples for independent replication. We identified 30 new blood pressure- or hypertension-associated genetic regions in the general population, including 3 rare missense variants in RBM47, COL21A1 and RRAS with larger effects (>1.5 mm Hg/allele) than common variants. Multiple rare nonsense and missense variant associations were found in A2ML1, and a low-frequency nonsense variant in ENPEP was identified. Our data extend the spectrum of allelic variation underlying blood pressure traits and hypertension, provide new insights into the pathophysiology of hypertension and indicate new targets for clinical intervention.

Published
2016

4. A multi-layer functional genomic analysis to understand noncoding genetic variation in lipids

Author

Ramdas, Shweta, Judd, Jonathan, Graham, Sarah E, Kanoni, Stavroula, Wang, Yuxuan, Surakka, Ida, Wenz, Brandon, Clarke, Shoa L, Chesi, Alessandra, Wells, Andrew, Bhatti, Konain Fatima, Vedantam, Sailaja, Winkler, Thomas W, Locke, Adam E, Marouli, Eirini, Zajac, Greg J M, Wu, Kuan-Han H, Ntalla, Ioanna, Hui, Qin, Klarin, Derek, Hilliard, Austin T, Wang, Zeyuan, Xue, Chao, Thorleifsson, Gudmar, Helgadottir, Anna, Gudbjartsson, Daniel F, Holm, Hilma, Olafsson, Isleifur, Hwang, Mi Yeong, Han, Sohee, Akiyama, Masato, Sakaue, Saori, Terao, Chikashi, Kanai, Masahiro, Zhou, Wei, Brumpton, Ben M, Rasheed, Humaira, Havulinna, Aki S, Veturi, Yogasudha, Pacheco, Jennifer Allen, Rosenthal, Elisabeth A, Lingren, Todd, Feng, QiPing, Kullo, Iftikhar J, Narita, Akira, Takayama, Jun, Martin, Hilary C, Hunt, Karen A, Trivedi, Bhavi, Haessler, Jeffrey, Giulianini, Franco, Bradford, Yuki, Miller, Jason E, Campbell, Archie, Lin, Kuang, Millwood, Iona Y, Rasheed, Asif, Hindy, George, Faul, Jessica D, Zhao, Wei, Weir, David R, Turman, Constance, Huang, Hongyan, Graff, Mariaelisa, Choudhury, Ananyo, Sengupta, Dhriti, Mahajan, Anubha, Brown, Michael R, Zhang, Weihua, Yu, Ketian, Schmidt, Ellen M, Pandit, Anita, Gustafsson, Stefan, Yin, Xianyong, Luan, Jian'an, Zhao, Jing-Hua, Matsuda, Fumihiko, Jang, Hye-Mi, Yoon, Kyungheon, Medina-Gomez, Carolina, Pitsillides, Achilleas, Hottenga, Jouke Jan, Wood, Andrew R, Ji, Yingji, Gao, Zishan, Haworth, Simon, Mitchell, Ruth E, Chai, Jin Fang, Aadahl, Mette, Bjerregaard, Anne A, Yao, Jie, Manichaikul, Ani, Lee, Wen-Jane, Hsiung, Chao Agnes, Warren, Helen R, Ramirez, Julia, Bork-Jensen, Jette, Kårhus, Line L, Goel, Anuj, Sabater-Lleal, Maria, Noordam, Raymond, Mauro, Pala, Matteo, Floris, McDaid, Aaron F, Marques-Vidal, Pedro, Wielscher, Matthias, Trompet, Stella, Sattar, Naveed, Møllehave, Line T, Munz, Matthias, Zeng, Lingyao, Huang, Jianfeng, Yang, Bin, Poveda, Alaitz, Kurbasic, Azra, Schönherr, Sebastian, Forer, Lukas, Scholz, Markus, Galesloot, Tessel E, Bradfield, Jonathan P, Ruotsalainen, Sanni E, Daw, E Warwick, Zmuda, Joseph M, Mitchell, Jonathan S, Fuchsberger, Christian, Christensen, Henry, Brody, Jennifer A, Le, Phuong, Feitosa, Mary F, Wojczynski, Mary K, Hemerich, Daiane, Preuss, Michael, Mangino, Massimo, Christofidou, Paraskevi, Verweij, Niek, Benjamins, Jan W, Engmann, Jorgen, Noah, Tsao L, Verma, Anurag, Slieker, Roderick C, Lo, Ken Sin, Zilhao, Nuno R, Kleber, Marcus E, Delgado, Graciela E, Huo, Shaofeng, Ikeda, Daisuke D, Iha, Hiroyuki, Yang, Jian, Liu, Jun, Demirkan, Ayşe, Leonard, Hampton L, Marten, Jonathan, Emmel, Carina, Schmidt, Börge, Smyth, Laura J, Cañadas-Garre, Marisa, Wang, Chaolong, Nakatochi, Masahiro, Wong, Andrew, Hutri-Kähönen, Nina, Sim, Xueling, Xia, Rui, Huerta-Chagoya, Alicia, Fernandez-Lopez, Juan Carlos, Lyssenko, Valeriya, Nongmaithem, Suraj S, Sankareswaran, Alagu, Irvin, Marguerite R, Oldmeadow, Christopher, Kim, Han-Na, Ryu, Seungho, Timmers, Paul R H J, Arbeeva, Liubov, Dorajoo, 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Karen Y, Tang, Hua, Terzikhan, Natalie, Shin, Jae Hun, Jackson, Rebecca D, Reiner, Alexander P, Martin, Lisa Warsinger, Chen, Zhengming, Li, Liming, Kawaguchi, Takahisa, Thiery, Joachim, Bis, Joshua C, Launer, Lenore J, Li, Huaixing, Nalls, Mike A, Raitakari, Olli T, Ichihara, Sahoko, Wild, Sarah H, Nelson, Christopher P, Campbell, Harry, Jäger, Susanne, Nabika, Toru, Al-Mulla, Fahd, Niinikoski, Harri, Braund, Peter S, Kolcic, Ivana, Kovacs, Peter, Giardoglou, Tota, Katsuya, Tomohiro, de Kleijn, Dominique, de Borst, Gert J, Kim, Eung Kweon, Adams, Hieab H H, Ikram, M Arfan, Zhu, Xiaofeng, Asselbergs, Folkert W, Kraaijeveld, Adriaan O, Beulens, Joline W J, Shu, Xiao-Ou, Rallidis, Loukianos S, Pedersen, Oluf, Hansen, Torben, Mitchell, Paul, Hewitt, Alex W, Kähönen, Mika, Pérusse, Loui, Bouchard, Claude, Tönjes, Anke, Ida Chen, Yii-Der, Pennell, Craig E, Mori, Trevor A, Lieb, Wolfgang, Franke, Andre, Ohlsson, Clae, Mellström, Dan, Cho, Yoon Shin, Lee, Hyejin, Yuan, Jian-Min, Koh, Woon-Puay, Rhee, Sang Youl, Woo, Jeong-Taek, Heid, Iris M, Stark, Klaus J, Zimmermann, Martina E, Völzke, Henry, Homuth, Georg, Evans, Michele K, Zonderman, Alan B, Polasek, Ozren, Pasterkamp, Gerard, Hoefer, Imo E, Redline, Susan, Pahkala, Katja, Oldehinkel, Albertine J, Snieder, Harold, Biino, Ginevra, Schmidt, Reinhold, Schmidt, Helena, Bandinelli, Stefania, Dedoussis, George, Thanaraj, Thangavel Alphonse, Peyser, Patricia A, Kato, Norihiro, Schulze, Matthias B, Girotto, Giorgia, Böger, Carsten A, Jung, Bettina, Joshi, Peter K, Bennett, David A, De Jager, Philip L, Lu, Xiangfeng, Mamakou, Vasiliki, Brown, Morri, Caulfield, Mark J, Munroe, Patricia B, Guo, Xiuqing, Ciullo, Marina, Jonas, Jost B, Samani, Nilesh J, Kaprio, Jaakko, Pajukanta, Päivi, Tusié-Luna, Teresa, Aguilar-Salinas, Carlos A, Adair, Linda S, Bechayda, Sonny Augustin, de Silva, H Janaka, Wickremasinghe, Ananda R, Krauss, Ronald M, Wu, Jer-Yuarn, Zheng, Wei, den Hollander, Anneke I, Bharadwaj, Dwaipayan, Correa, Adolfo, Wilson, James G, Lind, Lar, Heng, Chew-Kiat, Nelson, Amanda E, Golightly, Yvonne M, Wilson, James F, Penninx, Brenda, Kim, Hyung-Lae, Attia, John, Scott, Rodney J, Rao, D C, Arnett, Donna K, Walker, Mark, Scott, Laura J, Koistinen, Heikki A, Chandak, Giriraj R, Mercader, Josep M, Villalpando, Clicerio Gonzalez, Orozco, Lorena, Fornage, Myriam, Tai, E Shyong, van Dam, Rob M, Lehtimäki, Terho, Chaturvedi, Nish, Yokota, Mitsuhiro, Liu, Jianjun, Reilly, Dermot F, Mcknight, Amy Jayne, Kee, Frank, Jöckel, Karl-Heinz, Mccarthy, Mark I, Palmer, Colin N A, Vitart, Veronique, Hayward, Caroline, Simonsick, Eleanor, van Duijn, Cornelia M, Jin, Zi-Bing, Lu, Fan, Hishigaki, Haretsugu, Lin, Xu, März, Winfried, Gudnason, Vilmundur, Tardif, Jean-Claude, Lettre, Guillaume, T Hart, Leen M, Elders, Petra J M, Rader, Daniel J, Damrauer, Scott M, Kumari, Meena, Kivimaki, Mika, van der Harst, Pim, Spector, Tim D, Loos, Ruth J F, Province, Michael A, Parra, Esteban J, Cruz, Miguel, Psaty, Bruce M, Brandslund, Ivan, Pramstaller, Peter P, Rotimi, Charles N, Christensen, Kaare, Ripatti, Samuli, Widén, Elisabeth, Hakonarson, Hakon, Grant, Struan F A, Kiemeney, Lambertu, de Graaf, Jacqueline, Loeffler, Marku, Kronenberg, Florian, Gu, Dongfeng, Erdmann, Jeanette, Schunkert, Heribert, Franks, Paul W, Linneberg, Allan, Jukema, J Wouter, Khera, Amit V, Männikkö, Minna, Jarvelin, Marjo-Riitta, Kutalik, Zoltan, Francesco, Cucca, Mook-Kanamori, Dennis O, Willems van Dijk, Ko, Watkins, Hugh, Strachan, David P, Grarup, Niel, Sever, Peter, Poulter, Neil, Huey-Herng Sheu, Wayne, Rotter, Jerome I, Dantoft, Thomas M, Karpe, Fredrik, Neville, Matt J, Timpson, Nicholas J, Cheng, Ching-Yu, Wong, Tien-Yin, Khor, Chiea Chuen, Li, Hengtong, Sabanayagam, Charumathi, Peters, Annette, Gieger, Christian, Hattersley, Andrew T, Pedersen, Nancy L, Magnusson, Patrik K E, Boomsma, Dorret I, de Geus, Eco J C, Cupples, L Adrienne, van Meurs, Joyce B J, Ikram, Arfan, Ghanbari, Mohsen, Gordon-Larsen, Penny, Huang, Wei, Kim, Young Jin, Tabara, Yasuharu, Wareham, Nicholas J, Langenberg, Claudia, Zeggini, Eleftheria, Tuomilehto, Jaakko, Kuusisto, Johanna, Laakso, Markku, Ingelsson, Erik, Abecasis, Goncalo, Chambers, John C, Kooner, Jaspal S, de Vries, Paul S, Morrison, Alanna C, Hazelhurst, Scott, Ramsay, Michèle, North, Kari E, Daviglus, Martha, Kraft, Peter, Martin, Nicholas G, Whitfield, John B, Abbas, Shahid, Saleheen, Danish, Walters, Robin G, Holmes, Michael V, Black, Corri, Smith, Blair H, Baras, Ari, Justice, Anne E, Buring, Julie E, Ridker, Paul M, Chasman, Daniel I, Kooperberg, Charle, Tamiya, Gen, Yamamoto, Masayuki, van Heel, David A, Trembath, Richard C, Wei, Wei-Qi, Jarvik, Gail P, Namjou, Bahram, Hayes, M Geoffrey, Ritchie, Marylyn D, Jousilahti, Pekka, Salomaa, Veikko, Hveem, Kristian, Åsvold, Bjørn Olav, Kubo, Michiaki, Kamatani, Yoichiro, Okada, Yukinori, Murakami, Yoshinori, Kim, Bong-Jo, Thorsteinsdottir, Unnur, Stefansson, Kari, Zhang, Jifeng, Chen, Y Eugene, Ho, Yuk-Lam, Lynch, Julie A, Tsao, Philip S, Chang, Kyong-Mi, Cho, Kelly, O'Donnell, Christopher J, Gaziano, John M, Wilson, Peter, Mohlke, Karen L, Frayling, Timothy M, Hirschhorn, Joel N, Kathiresan, Sekar, Boehnke, Michael, Struan Grant, Null, Natarajan, Pradeep, Sun, Yan V, Morris, Andrew P, Deloukas, Pano, Peloso, Gina, Assimes, Themistocles L, Willer, Cristen J, Zhu, Xiang, Brown, Christopher D, Epidemiology and Data Science, ACS - Diabetes & metabolism, ACS - Heart failure & arrhythmias, APH - Health Behaviors & Chronic Diseases, Psychiatry, APH - Mental Health, Amsterdam Neuroscience - Complex Trait Genetics, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, General practice, APH - Aging & Later Life, APH - Digital Health, Million Veterans Program, Global Lipids Genetics Consortium, Radiology & Nuclear Medicine, Internal Medicine, Epidemiology, Biological Psychology, APH - Personalized Medicine, APH - Methodology, AMS - Ageing & Vitality, and AMS - Sports

Subjects
regulatory mechanism, Vascular damage Radboud Institute for Health Sciences [Radboudumc 16], post-GWAS, Medizin, complex traits, fine-mapping, functional genomics, lipid biology, variant prioritization, Medical and Health Sciences, Polymorphism, Single Nucleotide, Sensory disorders Donders Center for Medical Neuroscience [Radboudumc 12], Article, INTEGRATIVE ANALYSIS, WIDE ASSOCIATION, 3D GENOME, VARIANTS, CHOLESTEROL, ANNOTATION, OBESITY, COMMON, LOCI, EXPRESSION, functional genomic, Genetics, 2.1 Biological and endogenous factors, Humans, Genetics(clinical), Polymorphism, Aetiology, Genetics (clinical), Genetics & Heredity, Chromatin/genetics, Genome-Wide Association Study, Genomics, Lipids/genetics, Polymorphism, Single Nucleotide/genetics, Human Genome, Million Veterans Program, Global Lipids Genetics Consortium, Single Nucleotide, Biological Sciences, Lipids, Chromatin, complex trait, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], 3111 Biomedicine, Biotechnology
Abstract

A major challenge of genome-wide association studies (GWASs) is to translate phenotypic associations into biological insights. Here, we integrate a large GWAS on blood lipids involving 1.6 million individuals from five ancestries with a wide array of functional genomic datasets to discover regulatory mechanisms underlying lipid associations. We first prioritize lipid-associated genes with expression quantitative trait locus (eQTL) colocalizations and then add chromatin interaction data to narrow the search for functional genes. Polygenic enrichment analysis across 697 annotations from a host of tissues and cell types confirms the central role of the liver in lipid levels and highlights the selective enrichment of adipose-specific chromatin marks in high-density lipoprotein cholesterol and triglycerides. Overlapping transcription factor (TF) binding sites with lipid-associated loci identifies TFs relevant in lipid biology. In addition, we present an integrative framework to prioritize causal variants at GWAS loci, producing a comprehensive list of candidate causal genes and variants with multiple layers of functional evidence. We highlight two of the prioritized genes, CREBRF and RRBP1, which show convergent evidence across functional datasets supporting their roles in lipid biology. Xiang Zhu is supported by the Stein Fellowship from Stanford University and Institute for Computational and Data Sciences Seed Grant from The Pennsylvania State University. C.D.B. is supported by the NIH (R01-HL133218). Funding for the Global Lipids Genetics Consortium was provided by the NIH (R01-HL127564). This research was conducted using the UK Biobank Resource under application number 24460. This research is based on data from the Million Veteran Program, Office of Research and Development, Veterans Health Administration, and was supported by awards 2I01BX003362-03A1 and 1I01BX004821-01A1. This publication does not represent the views of the Department of Veteran Affairs or the United States Government. We thank Bethany Klunder for administrative support. Study-specific acknowledgments are provided in the supplemental information.

Published
2022

5. Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis

Author

Stavroula Kanoni, Sarah E. Graham, Yuxuan Wang, Ida Surakka, Shweta Ramdas, Xiang Zhu, Shoa L. Clarke, Konain Fatima Bhatti, Sailaja Vedantam, Thomas W. Winkler, Adam E. Locke, Eirini Marouli, Greg J. M. Zajac, Kuan-Han H. Wu, Ioanna Ntalla, Qin Hui, Derek Klarin, Austin T. Hilliard, Zeyuan Wang, Chao Xue, Gudmar Thorleifsson, Anna Helgadottir, Daniel F. Gudbjartsson, Hilma Holm, Isleifur Olafsson, Mi Yeong Hwang, Sohee Han, Masato Akiyama, Saori Sakaue, Chikashi Terao, Masahiro Kanai, Wei Zhou, Ben M. Brumpton, Humaira Rasheed, Aki S. Havulinna, Yogasudha Veturi, Jennifer Allen Pacheco, Elisabeth A. Rosenthal, Todd Lingren, QiPing Feng, Iftikhar J. Kullo, Akira Narita, Jun Takayama, Hilary C. Martin, Karen A. Hunt, Bhavi Trivedi, Jeffrey Haessler, Franco Giulianini, Yuki Bradford, Jason E. Miller, Archie Campbell, Kuang Lin, Iona Y. Millwood, Asif Rasheed, George Hindy, Jessica D. Faul, Wei Zhao, David R. Weir, Constance Turman, Hongyan Huang, Mariaelisa Graff, Ananyo Choudhury, Dhriti Sengupta, Anubha Mahajan, Michael R. Brown, Weihua Zhang, Ketian Yu, Ellen M. Schmidt, Anita Pandit, Stefan Gustafsson, Xianyong Yin, Jian’an Luan, Jing-Hua Zhao, Fumihiko Matsuda, Hye-Mi Jang, Kyungheon Yoon, Carolina Medina-Gomez, Achilleas Pitsillides, Jouke Jan Hottenga, Andrew R. Wood, Yingji Ji, Zishan Gao, Simon Haworth, Noha A. Yousri, Ruth E. Mitchell, Jin Fang Chai, Mette Aadahl, Anne A. Bjerregaard, Jie Yao, Ani Manichaikul, Chii-Min Hwu, Yi-Jen Hung, Helen R. Warren, Julia Ramirez, Jette Bork-Jensen, Line L. Kårhus, Anuj Goel, Maria Sabater-Lleal, Raymond Noordam, Pala Mauro, Floris Matteo, Aaron F. McDaid, Pedro Marques-Vidal, Matthias Wielscher, Stella Trompet, Naveed Sattar, Line T. Møllehave, Matthias Munz, Lingyao Zeng, Jianfeng Huang, Bin Yang, Alaitz Poveda, Azra Kurbasic, Claudia Lamina, Lukas Forer, Markus Scholz, Tessel E. Galesloot, Jonathan P. Bradfield, Sanni E. Ruotsalainen, EWarwick Daw, Joseph M. Zmuda, Jonathan S. Mitchell, Christian Fuchsberger, Henry Christensen, Jennifer A. Brody, Miguel Vazquez-Moreno, Mary F. Feitosa, Mary K. Wojczynski, Zhe Wang, Michael H. Preuss, Massimo Mangino, Paraskevi Christofidou, Niek Verweij, Jan W. Benjamins, Jorgen Engmann, Noah L. Tsao, Anurag Verma, Roderick C. Slieker, Ken Sin Lo, Nuno R. Zilhao, Phuong Le, Marcus E. Kleber, Graciela E. Delgado, Shaofeng Huo, Daisuke D. Ikeda, Hiroyuki Iha, Jian Yang, Jun Liu, Ayşe Demirkan, Hampton L. Leonard, Jonathan Marten, Mirjam Frank, Börge Schmidt, Laura J. Smyth, Marisa Cañadas-Garre, Chaolong Wang, Masahiro Nakatochi, Andrew Wong, Nina Hutri-Kähönen, Xueling Sim, Rui Xia, Alicia Huerta-Chagoya, Juan Carlos Fernandez-Lopez, Valeriya Lyssenko, Suraj S. Nongmaithem, Swati Bayyana, Heather M. Stringham, Marguerite R. Irvin, Christopher Oldmeadow, Han-Na Kim, Seungho Ryu, Paul R. H. J. Timmers, Liubov Arbeeva, Rajkumar Dorajoo, Leslie A. Lange, Gauri Prasad, Laura Lorés-Motta, Marc Pauper, Jirong Long, Xiaohui Li, Elizabeth Theusch, Fumihiko Takeuchi, Cassandra N. Spracklen, Anu Loukola, Sailalitha Bollepalli, Sophie C. Warner, Ya Xing Wang, Wen B. Wei, Teresa Nutile, Daniela Ruggiero, Yun Ju Sung, Shufeng Chen, Fangchao Liu, Jingyun Yang, Katherine A. Kentistou, Bernhard Banas, Giuseppe Giovanni Nardone, Karina Meidtner, Lawrence F. Bielak, Jennifer A. Smith, Prashantha Hebbar, Aliki-Eleni Farmaki, Edith Hofer, Maoxuan Lin, Maria Pina Concas, Simona Vaccargiu, Peter J. van der Most, Niina Pitkänen, Brian E. Cade, Sander W. van der Laan, Kumaraswamy Naidu Chitrala, Stefan Weiss, Amy R. Bentley, Ayo P. Doumatey, Adebowale A. Adeyemo, Jong Young Lee, Eva R. B. Petersen, Aneta A. Nielsen, Hyeok Sun Choi, Maria Nethander, Sandra Freitag-Wolf, Lorraine Southam, Nigel W. Rayner, Carol A. Wang, Shih-Yi Lin, Jun-Sing Wang, Christian Couture, Leo-Pekka Lyytikäinen, Kjell Nikus, Gabriel Cuellar-Partida, Henrik Vestergaard, Bertha Hidalgo, Olga Giannakopoulou, Qiuyin Cai, Morgan O. Obura, Jessica van Setten, Xiaoyin Li, Jingjing Liang, Hua Tang, Natalie Terzikhan, Jae Hun Shin, Rebecca D. Jackson, Alexander P. Reiner, Lisa Warsinger Martin, Zhengming Chen, Liming Li, Takahisa Kawaguchi, Joachim Thiery, Joshua C. Bis, Lenore J. Launer, Huaixing Li, Mike A. Nalls, Olli T. Raitakari, Sahoko Ichihara, Sarah H. Wild, Christopher P. Nelson, Harry Campbell, Susanne Jäger, Toru Nabika, Fahd Al-Mulla, Harri Niinikoski, Peter S. Braund, Ivana Kolcic, Peter Kovacs, Tota Giardoglou, Tomohiro Katsuya, Dominique de Kleijn, Gert J. de Borst, Eung Kweon Kim, Hieab H. H. Adams, M. Arfan Ikram, Xiaofeng Zhu, Folkert W. Asselbergs, Adriaan O. Kraaijeveld, Joline W. J. Beulens, Xiao-Ou Shu, Loukianos S. Rallidis, Oluf Pedersen, Torben Hansen, Paul Mitchell, Alex W. Hewitt, Mika Kähönen, Louis Pérusse, Claude Bouchard, Anke Tönjes, Yii-Der Ida Chen, Craig E. Pennell, Trevor A. Mori, Wolfgang Lieb, Andre Franke, Claes Ohlsson, Dan Mellström, Yoon Shin Cho, Hyejin Lee, Jian-Min Yuan, Woon-Puay Koh, Sang Youl Rhee, Jeong-Taek Woo, Iris M. Heid, Klaus J. Stark, Martina E. Zimmermann, Henry Völzke, Georg Homuth, Michele K. Evans, Alan B. Zonderman, Ozren Polasek, Gerard Pasterkamp, Imo E. Hoefer, Susan Redline, Katja Pahkala, Albertine J. Oldehinkel, Harold Snieder, Ginevra Biino, Reinhold Schmidt, Helena Schmidt, Stefania Bandinelli, George Dedoussis, Thangavel Alphonse Thanaraj, Sharon L. R. Kardia, Patricia A. Peyser, Norihiro Kato, Matthias B. Schulze, Giorgia Girotto, Carsten A. Böger, Bettina Jung, Peter K. Joshi, David A. Bennett, Philip L. De Jager, Xiangfeng Lu, Vasiliki Mamakou, Morris Brown, Mark J. Caulfield, Patricia B. Munroe, Xiuqing Guo, Marina Ciullo, Jost B. Jonas, Nilesh J. Samani, Jaakko Kaprio, Päivi Pajukanta, Teresa Tusié-Luna, Carlos A. Aguilar-Salinas, Linda S. Adair, Sonny Augustin Bechayda, H. Janaka de Silva, Ananda R. Wickremasinghe, Ronald M. Krauss, Jer-Yuarn Wu, Wei Zheng, Anneke Iden Hollander, Dwaipayan Bharadwaj, Adolfo Correa, James G. Wilson, Lars Lind, Chew-Kiat Heng, Amanda E. Nelson, Yvonne M. Golightly, James F. Wilson, Brenda Penninx, Hyung-Lae Kim, John Attia, Rodney J. Scott, D. C. Rao, Donna K. Arnett, Steven C. Hunt, Mark Walker, Heikki A. Koistinen, Giriraj R. Chandak, Josep M. Mercader, Maria C. Costanzo, Dongkeun Jang, Noël P. Burtt, Clicerio Gonzalez Villalpando, Lorena Orozco, Myriam Fornage, EShyong Tai, Rob M. van Dam, Terho Lehtimäki, Nish Chaturvedi, Mitsuhiro Yokota, Jianjun Liu, Dermot F. Reilly, Amy Jayne McKnight, Frank Kee, Karl-Heinz Jöckel, Mark I. McCarthy, Colin N. A. Palmer, Veronique Vitart, Caroline Hayward, Eleanor Simonsick, Cornelia M. van Duijn, Zi-Bing Jin, Jia Qu, Haretsugu Hishigaki, Xu Lin, Winfried März, Vilmundur Gudnason, Jean-Claude Tardif, Guillaume Lettre, Leen M.‘t Hart, Petra J. M. Elders, Scott M. Damrauer, Meena Kumari, Mika Kivimaki, Pim van der Harst, Tim D. Spector, Ruth J. F. Loos, Michael A. Province, Esteban J. Parra, Miguel Cruz, Bruce M. Psaty, Ivan Brandslund, Peter P. Pramstaller, Charles N. Rotimi, Kaare Christensen, Samuli Ripatti, Elisabeth Widén, Hakon Hakonarson, Struan F. A. Grant, Lambertus A. L. M. Kiemeney, Jacqueline de Graaf, Markus Loeffler, Florian Kronenberg, Dongfeng Gu, Jeanette Erdmann, Heribert Schunkert, Paul W. Franks, Allan Linneberg, J. Wouter Jukema, Amit V. Khera, Minna Männikkö, Marjo-Riitta Jarvelin, Zoltan Kutalik, Cucca Francesco, Dennis O. Mook-Kanamori, Ko Willems van Dijk, Hugh Watkins, David P. Strachan, Niels Grarup, Peter Sever, Neil Poulter, Lee-Ming Chuang, Jerome I. Rotter, Thomas M. Dantoft, Fredrik Karpe, Matt J. Neville, Nicholas J. Timpson, Ching-Yu Cheng, Tien-Yin Wong, Chiea Chuen Khor, Hengtong Li, Charumathi Sabanayagam, Annette Peters, Christian Gieger, Andrew T. Hattersley, Nancy L. Pedersen, Patrik K. E. Magnusson, Dorret I. Boomsma, Allegonda H. M. Willemsen, LAdrienne Cupples, Joyce B. J. van Meurs, Mohsen Ghanbari, Penny Gordon-Larsen, Wei Huang, Young Jin Kim, Yasuharu Tabara, Nicholas J. Wareham, Claudia Langenberg, Eleftheria Zeggini, Johanna Kuusisto, Markku Laakso, Erik Ingelsson, Goncalo Abecasis, John C. Chambers, Jaspal S. Kooner, Paul S. de Vries, Alanna C. Morrison, Scott Hazelhurst, Michèle Ramsay, Kari E. North, Martha Daviglus, Peter Kraft, Nicholas G. Martin, John B. Whitfield, Shahid Abbas, Danish Saleheen, Robin G. Walters, Michael V. Holmes, Corri Black, Blair H. Smith, Aris Baras, Anne E. Justice, Julie E. Buring, Paul M. Ridker, Daniel I. Chasman, Charles Kooperberg, Gen Tamiya, Masayuki Yamamoto, David A. van Heel, Richard C. Trembath, Wei-Qi Wei, Gail P. Jarvik, Bahram Namjou, M. Geoffrey Hayes, Marylyn D. Ritchie, Pekka Jousilahti, Veikko Salomaa, Kristian Hveem, Bjørn Olav Åsvold, Michiaki Kubo, Yoichiro Kamatani, Yukinori Okada, Yoshinori Murakami, Bong-Jo Kim, Unnur Thorsteinsdottir, Kari Stefansson, Jifeng Zhang, YEugene Chen, Yuk-Lam Ho, Julie A. Lynch, Daniel J. Rader, Philip S. Tsao, Kyong-Mi Chang, Kelly Cho, Christopher J. O’Donnell, John M. Gaziano, Peter W. F. Wilson, Timothy M. Frayling, Joel N. Hirschhorn, Sekar Kathiresan, Karen L. Mohlke, Yan V. Sun, Andrew P. Morris, Michael Boehnke, Christopher D. Brown, Pradeep Natarajan, Panos Deloukas, Cristen J. Willer, Themistocles L. Assimes, Gina M. Peloso, Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Amsterdam Reproduction & Development, APH - Mental Health, APH - Methodology, Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Life Course Epidemiology (LCE), Cardiovascular Centre (CVC), Medicum, Institute for Molecular Medicine Finland, Complex Disease Genetics, Samuli Olli Ripatti / Principal Investigator, HUSLAB, Epigenetics of Complex Diseases and Traits, Department of Medicine, Helsinki University Hospital Area, Centre of Excellence in Complex Disease Genetics, Department of Public Health, Faculty Common Matters (Faculty of Social Sciences), Elisabeth Ingrid Maria Widen / Principal Investigator, Genomic Discoveries and Clinical Translation, Tampere University, Primary Health Care, Clinical Medicine, Department of Clinical Chemistry, TAYS Heart Centre, Department of Clinical Physiology and Nuclear Medicine, Epidemiology and Data Science, APH - Aging & Later Life, ACS - Diabetes & metabolism, ACS - Heart failure & arrhythmias, Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, General practice, APH - Digital Health, Lee Kong Chian School of Medicine (LKCMedicine), Peloso, Gina M [0000-0002-5355-8636], Apollo - University of Cambridge Repository, Epidemiology, Department of Marketing Management, Erasmus MC other, Radiology & Nuclear Medicine, Kanoni, Stavroula, Graham, Sarah E, Wang, Yuxuan, Surakka, Ida, Ramdas, Shweta, Zhu, Xiang, Clarke, Shoa L, Bhatti, Konain Fatima, Vedantam, Sailaja, Winkler, Thomas W, Locke, Adam E, Marouli, Eirini, Zajac, Greg J M, Wu, Kuan-Han H, Ntalla, Ioanna, Hui, Qin, Klarin, Derek, Hilliard, Austin T, Wang, Zeyuan, Xue, Chao, Thorleifsson, Gudmar, Helgadottir, Anna, Gudbjartsson, Daniel F, Holm, Hilma, Olafsson, Isleifur, Hwang, Mi Yeong, Han, Sohee, Akiyama, Masato, Sakaue, Saori, Terao, Chikashi, Kanai, Masahiro, Zhou, Wei, Brumpton, Ben M, Rasheed, Humaira, Havulinna, Aki S, Veturi, Yogasudha, Pacheco, Jennifer Allen, Rosenthal, Elisabeth A, Lingren, Todd, Feng, Qiping, Kullo, Iftikhar J, Narita, Akira, Takayama, Jun, Martin, Hilary C, Hunt, Karen A, Trivedi, Bhavi, Haessler, Jeffrey, Giulianini, Franco, Bradford, Yuki, Miller, Jason E, Campbell, Archie, Lin, Kuang, Millwood, Iona Y, Rasheed, Asif, Hindy, George, Faul, Jessica D, Zhao, Wei, Weir, David R, Turman, Constance, Huang, Hongyan, Graff, Mariaelisa, Choudhury, Ananyo, Sengupta, Dhriti, Mahajan, Anubha, Brown, Michael R, Zhang, Weihua, Yu, Ketian, Schmidt, Ellen M, Pandit, Anita, Gustafsson, Stefan, Yin, Xianyong, Luan, Jian'An, Zhao, Jing-Hua, Matsuda, Fumihiko, Jang, Hye-Mi, Yoon, Kyungheon, Medina-Gomez, Carolina, Pitsillides, Achillea, Hottenga, Jouke Jan, Wood, Andrew R, Ji, Yingji, Gao, Zishan, Haworth, Simon, Yousri, Noha A, Mitchell, Ruth E, Chai, Jin Fang, Aadahl, Mette, Bjerregaard, Anne A, Yao, Jie, Manichaikul, Ani, Hwu, Chii-Min, Hung, Yi-Jen, Warren, Helen R, Ramirez, Julia, Bork-Jensen, Jette, Kårhus, Line L, Goel, Anuj, Sabater-Lleal, Maria, Noordam, Raymond, Mauro, Pala, Matteo, Flori, Mcdaid, Aaron F, Marques-Vidal, Pedro, Wielscher, Matthia, Trompet, Stella, Sattar, Naveed, Møllehave, Line T, Munz, Matthia, Zeng, Lingyao, Huang, Jianfeng, Yang, Bin, Poveda, Alaitz, Kurbasic, Azra, Lamina, Claudia, Forer, Luka, Scholz, Marku, Galesloot, Tessel E, Bradfield, Jonathan P, Ruotsalainen, Sanni E, Daw, Ewarwick, Zmuda, Joseph M, Mitchell, Jonathan S, Fuchsberger, Christian, Christensen, Henry, Brody, Jennifer A, Vazquez-Moreno, Miguel, Feitosa, Mary F, Wojczynski, Mary K, Wang, Zhe, Preuss, Michael H, Mangino, Massimo, Christofidou, Paraskevi, Verweij, Niek, Benjamins, Jan W, Engmann, Jorgen, Tsao, Noah L, Verma, Anurag, Slieker, Roderick C, Lo, Ken Sin, Zilhao, Nuno R, Le, Phuong, Kleber, Marcus E, Delgado, Graciela E, Huo, Shaofeng, Ikeda, Daisuke D, Iha, Hiroyuki, Yang, Jian, Liu, Jun, Demirkan, Ayşe, Leonard, Hampton L, Marten, Jonathan, Frank, Mirjam, Schmidt, Börge, Smyth, Laura J, Cañadas-Garre, Marisa, Wang, Chaolong, Nakatochi, Masahiro, Wong, Andrew, Hutri-Kähönen, Nina, Sim, Xueling, Xia, Rui, Huerta-Chagoya, Alicia, Fernandez-Lopez, Juan Carlo, Lyssenko, Valeriya, Nongmaithem, Suraj S, Bayyana, Swati, Stringham, Heather M, Irvin, Marguerite R, Oldmeadow, Christopher, Kim, Han-Na, Ryu, Seungho, Timmers, Paul R H J, Arbeeva, Liubov, Dorajoo, Rajkumar, Lange, Leslie A, Prasad, Gauri, Lorés-Motta, Laura, Pauper, Marc, Long, Jirong, Li, Xiaohui, Theusch, Elizabeth, Takeuchi, Fumihiko, Spracklen, Cassandra N, Loukola, Anu, Bollepalli, Sailalitha, Warner, Sophie C, Wang, Ya Xing, Wei, Wen B, Nutile, Teresa, Ruggiero, Daniela, Sung, Yun Ju, Chen, Shufeng, Liu, Fangchao, Yang, Jingyun, Kentistou, Katherine A, Banas, Bernhard, Nardone, Giuseppe Giovanni, Meidtner, Karina, Bielak, Lawrence F, Smith, Jennifer A, Hebbar, Prashantha, Farmaki, Aliki-Eleni, Hofer, Edith, Lin, Maoxuan, Concas, Maria Pina, Vaccargiu, Simona, van der Most, Peter J, Pitkänen, Niina, Cade, Brian E, van der Laan, Sander W, Chitrala, Kumaraswamy Naidu, Weiss, Stefan, Bentley, Amy R, Doumatey, Ayo P, Adeyemo, Adebowale A, Lee, Jong Young, Petersen, Eva R B, Nielsen, Aneta A, Choi, Hyeok Sun, Nethander, Maria, Freitag-Wolf, Sandra, Southam, Lorraine, Rayner, Nigel W, Wang, Carol A, Lin, Shih-Yi, Wang, Jun-Sing, Couture, Christian, Lyytikäinen, Leo-Pekka, Nikus, Kjell, Cuellar-Partida, Gabriel, Vestergaard, Henrik, Hidalgo, Bertha, Giannakopoulou, Olga, Cai, Qiuyin, Obura, Morgan O, van Setten, Jessica, Li, Xiaoyin, Liang, Jingjing, Tang, Hua, Terzikhan, Natalie, Shin, Jae Hun, Jackson, Rebecca D, Reiner, Alexander P, Martin, Lisa Warsinger, Chen, Zhengming, Li, Liming, Kawaguchi, Takahisa, Thiery, Joachim, Bis, Joshua C, Launer, Lenore J, Li, Huaixing, Nalls, Mike A, Raitakari, Olli T, Ichihara, Sahoko, Wild, Sarah H, Nelson, Christopher P, Campbell, Harry, Jäger, Susanne, Nabika, Toru, Al-Mulla, Fahd, Niinikoski, Harri, Braund, Peter S, Kolcic, Ivana, Kovacs, Peter, Giardoglou, Tota, Katsuya, Tomohiro, de Kleijn, Dominique, de Borst, Gert J, Kim, Eung Kweon, Adams, Hieab H H, Ikram, M Arfan, Zhu, Xiaofeng, Asselbergs, Folkert W, Kraaijeveld, Adriaan O, Beulens, Joline W J, Shu, Xiao-Ou, Rallidis, Loukianos S, Pedersen, Oluf, Hansen, Torben, Mitchell, Paul, Hewitt, Alex W, Kähönen, Mika, Pérusse, Loui, Bouchard, Claude, Tönjes, Anke, Chen, Yii-Der Ida, Pennell, Craig E, Mori, Trevor A, Lieb, Wolfgang, Franke, Andre, Ohlsson, Clae, Mellström, Dan, Cho, Yoon Shin, Lee, Hyejin, Yuan, Jian-Min, Koh, Woon-Puay, Rhee, Sang Youl, Woo, Jeong-Taek, Heid, Iris M, Stark, Klaus J, Zimmermann, Martina E, Völzke, Henry, Homuth, Georg, Evans, Michele K, Zonderman, Alan B, Polasek, Ozren, Pasterkamp, Gerard, Hoefer, Imo E, Redline, Susan, Pahkala, Katja, Oldehinkel, Albertine J, Snieder, Harold, Biino, Ginevra, Schmidt, Reinhold, Schmidt, Helena, Bandinelli, Stefania, Dedoussis, George, Thanaraj, Thangavel Alphonse, Kardia, Sharon L R, Peyser, Patricia A, Kato, Norihiro, Schulze, Matthias B, Girotto, Giorgia, Böger, Carsten A, Jung, Bettina, Joshi, Peter K, Bennett, David A, De Jager, Philip L, Lu, Xiangfeng, Mamakou, Vasiliki, Brown, Morri, Caulfield, Mark J, Munroe, Patricia B, Guo, Xiuqing, Ciullo, Marina, Jonas, Jost B, Samani, Nilesh J, Kaprio, Jaakko, Pajukanta, Päivi, Tusié-Luna, Teresa, Aguilar-Salinas, Carlos A, Adair, Linda S, Bechayda, Sonny Augustin, de Silva, H Janaka, Wickremasinghe, Ananda R, Krauss, Ronald M, Wu, Jer-Yuarn, Zheng, Wei, Hollander, Anneke Iden, Bharadwaj, Dwaipayan, Correa, Adolfo, Wilson, James G, Lind, Lar, Heng, Chew-Kiat, Nelson, Amanda E, Golightly, Yvonne M, Wilson, James F, Penninx, Brenda, Kim, Hyung-Lae, Attia, John, Scott, Rodney J, Rao, D C, Arnett, Donna K, Hunt, Steven C, Walker, Mark, Koistinen, Heikki A, Chandak, Giriraj R, Mercader, Josep M, Costanzo, Maria C, Jang, Dongkeun, Burtt, Noël P, Villalpando, Clicerio Gonzalez, Orozco, Lorena, Fornage, Myriam, Tai, Eshyong, van Dam, Rob M, Lehtimäki, Terho, Chaturvedi, Nish, Yokota, Mitsuhiro, Liu, Jianjun, Reilly, Dermot F, Mcknight, Amy Jayne, Kee, Frank, Jöckel, Karl-Heinz, Mccarthy, Mark I, Palmer, Colin N A, Vitart, Veronique, Hayward, Caroline, Simonsick, Eleanor, van Duijn, Cornelia M, Jin, Zi-Bing, Qu, Jia, Hishigaki, Haretsugu, Lin, Xu, März, Winfried, Gudnason, Vilmundur, Tardif, Jean-Claude, Lettre, Guillaume, Hart, Leen M 't, Elders, Petra J M, Damrauer, Scott M, Kumari, Meena, Kivimaki, Mika, van der Harst, Pim, Spector, Tim D, Loos, Ruth J F, Province, Michael A, Parra, Esteban J, Cruz, Miguel, Psaty, Bruce M, Brandslund, Ivan, Pramstaller, Peter P, Rotimi, Charles N, Christensen, Kaare, Ripatti, Samuli, Widén, Elisabeth, Hakonarson, Hakon, Grant, Struan F A, Kiemeney, Lambertus A L M, de Graaf, Jacqueline, Loeffler, Marku, Kronenberg, Florian, Gu, Dongfeng, Erdmann, Jeanette, Schunkert, Heribert, Franks, Paul W, Linneberg, Allan, Jukema, J Wouter, Khera, Amit V, Männikkö, Minna, Jarvelin, Marjo-Riitta, Kutalik, Zoltan, Francesco, Cucca, Mook-Kanamori, Dennis O, van Dijk, Ko Willem, Watkins, Hugh, Strachan, David P, Grarup, Niel, Sever, Peter, Poulter, Neil, Chuang, Lee-Ming, Rotter, Jerome I, Dantoft, Thomas M, Karpe, Fredrik, Neville, Matt J, Timpson, Nicholas J, Cheng, Ching-Yu, Wong, Tien-Yin, Khor, Chiea Chuen, Li, Hengtong, Sabanayagam, Charumathi, Peters, Annette, Gieger, Christian, Hattersley, Andrew T, Pedersen, Nancy L, Magnusson, Patrik K E, Boomsma, Dorret I, Willemsen, Allegonda H M, Cupples, Ladrienne, van Meurs, Joyce B J, Ghanbari, Mohsen, Gordon-Larsen, Penny, Huang, Wei, Kim, Young Jin, Tabara, Yasuharu, Wareham, Nicholas J, Langenberg, Claudia, Zeggini, Eleftheria, Kuusisto, Johanna, Laakso, Markku, Ingelsson, Erik, Abecasis, Goncalo, Chambers, John C, Kooner, Jaspal S, de Vries, Paul S, Morrison, Alanna C, Hazelhurst, Scott, Ramsay, Michèle, North, Kari E, Daviglus, Martha, Kraft, Peter, Martin, Nicholas G, Whitfield, John B, Abbas, Shahid, Saleheen, Danish, Walters, Robin G, Holmes, Michael V, Black, Corri, Smith, Blair H, Baras, Ari, Justice, Anne E, Buring, Julie E, Ridker, Paul M, Chasman, Daniel I, Kooperberg, Charle, Tamiya, Gen, Yamamoto, Masayuki, van Heel, David A, Trembath, Richard C, Wei, Wei-Qi, Jarvik, Gail P, Namjou, Bahram, Hayes, M Geoffrey, Ritchie, Marylyn D, Jousilahti, Pekka, Salomaa, Veikko, Hveem, Kristian, Åsvold, Bjørn Olav, Kubo, Michiaki, Kamatani, Yoichiro, Okada, Yukinori, Murakami, Yoshinori, Kim, Bong-Jo, Thorsteinsdottir, Unnur, Stefansson, Kari, Zhang, Jifeng, Chen, Yeugene, Ho, Yuk-Lam, Lynch, Julie A, Rader, Daniel J, Tsao, Philip S, Chang, Kyong-Mi, Cho, Kelly, O'Donnell, Christopher J, Gaziano, John M, Wilson, Peter W F, Frayling, Timothy M, Hirschhorn, Joel N, Kathiresan, Sekar, Mohlke, Karen L, Sun, Yan V, Morris, Andrew P, Boehnke, Michael, Brown, Christopher D, Natarajan, Pradeep, Deloukas, Pano, Willer, Cristen J, Assimes, Themistocles L, and Peloso, Gina M

Subjects
Genome-wide association study, Medizin, Polymorphism, Single Nucleotide, Humans, Genome-Wide Association Study, Genetic Predisposition to Disease, Sex Characteristics, Phenotype, Lipids/genetics, Genetic Pleiotropy, Cholesterol, GWAS, Genetics, Lipids, Genetic, SDG 3 - Good Health and Well-being, Medicine [Science], 112 Statistics and probability, Medicinsk genetik, Genome-wide Association Study, Gwas, 1184 Genetics, developmental biology, physiology, 3126 Surgery, anesthesiology, intensive care, radiology, 3142 Public health care science, environmental and occupational health, 3141 Health care science, FOS: Biological sciences, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], 3111 Biomedicine, Medical Genetics
Abstract

Background: Genetic variants within nearly 1000 loci are known to contribute to modulation of blood lipid levels. However, the biological pathways underlying these associations are frequently unknown, limiting understanding of these findings and hindering downstream translational efforts such as drug target discovery. Results: To expand our understanding of the underlying biological pathways and mechanisms controlling blood lipid levels, we leverage a large multi-ancestry metaanalysis (N = 1,654,960) of blood lipids to prioritize putative causal genes for 2286 lipid associations using six gene prediction approaches. Using phenome-wide association (PheWAS) scans, we identify relationships of genetically predicted lipid levels to other diseases and conditions. We confirm known pleiotropic associations with cardiovascular phenotypes and determine novel associations, notably with cholelithiasis risk. We perform sex-stratified GWAS meta-analysis of lipid levels and show that 3–5% of autosomal lipid-associated loci demonstrate sex-biased effects. Finally, we report 21 novel lipid loci identified on the X chromosome. Many of the sex-biased autosomal and X chromosome lipid loci show pleiotropic associations with sex hormones, emphasizing the role of hormone regulation in lipid metabolism. Conclusions: Taken together, our findings provide insights into the biological mechanisms through which associated variants lead to altered lipid levels and potentially cardiovascular disease risk., United States Department of Health & Human Services National Institutes of Health (NIH) - USA NIH National Heart Lung & Blood Institute (NHLBI) R01HL127564 R01HL142711, Wellcome Trust 201543/B/16/Z 202802/Z/16/Z, European Commission HEALTH-F2-2013-601456 608765 786833, TriPartite Immunometabolism Consortium [TrIC]-Novo Nordisk Foundation NNF15CC0018486, American Diabetes Association 1-19-ICTS-068, Academy of Finland 312062 Finnish Foundation for Cardiovascular Research, Sigrid Juselius Foundation, Finnish innovation fund Sitra (EW) Finska Lakaresallskapet, American Heart Association 15POST24470131 17POST33650016, University of Bristol NIHR Biomedical Research Centre BRC-1215-2001, MRC & WT 217065/Z/19/Z, UK Research & Innovation (UKRI), Medical Research Council UK (MRC) MC_UU_00011, CRUK Integrative Cancer Epidemiology Programme C18281/A19169, Medical Research Council UK (MRC) MC_UU_00011/1, UK National Institute for Health Research Academic Clinical Fellowship, American Heart Association 18CDA34110116, Miguel Servet contract from the ISCIII Spanish Health Institute CP17/00142, European Social Fund (ESF), Westlake Education Foundation, British Heart Foundation FS/14/66/3129 Z01HG200362 R01HL142302 R01HL105756

Published
2022

6. Genetic analyses of the electrocardiographic QT interval and its components identify additional loci and pathways

Author

William J. Young, Najim Lahrouchi, Aaron Isaacs, ThuyVy Duong, Luisa Foco, Farah Ahmed, Jennifer A. Brody, Reem Salman, Raymond Noordam, Jan-Walter Benjamins, Jeffrey Haessler, Leo-Pekka Lyytikäinen, Linda Repetto, Maria Pina Concas, Marten E. van den Berg, Stefan Weiss, Antoine R. Baldassari, Traci M. Bartz, James P. Cook, Daniel S. Evans, Rebecca Freudling, Oliver Hines, Jonas L. Isaksen, Honghuang Lin, Hao Mei, Arden Moscati, Martina Müller-Nurasyid, Casia Nursyifa, Yong Qian, Anne Richmond, Carolina Roselli, Kathleen A. Ryan, Eduardo Tarazona-Santos, Sébastien Thériault, Stefan van Duijvenboden, Helen R. Warren, Jie Yao, Dania Raza, Stefanie Aeschbacher, Gustav Ahlberg, Alvaro Alonso, Laura Andreasen, Joshua C. Bis, Eric Boerwinkle, Archie Campbell, Eulalia Catamo, Massimiliano Cocca, Michael J. Cutler, Dawood Darbar, Alessandro De Grandi, Antonio De Luca, Jun Ding, Christina Ellervik, Patrick T. Ellinor, Stephan B. Felix, Philippe Froguel, Christian Fuchsberger, Martin Gögele, Claus Graff, Mariaelisa Graff, Xiuqing Guo, Torben Hansen, Susan R. Heckbert, Paul L. Huang, Heikki V. Huikuri, Nina Hutri-Kähönen, M. Arfan Ikram, Rebecca D. Jackson, Juhani Junttila, Maryam Kavousi, Jan A. Kors, Thiago P. Leal, Rozenn N. Lemaitre, Henry J. Lin, Lars Lind, Allan Linneberg, Simin Liu, Peter W. MacFarlane, Massimo Mangino, Thomas Meitinger, Massimo Mezzavilla, Pashupati P. Mishra, Rebecca N. Mitchell, Nina Mononen, May E. Montasser, Alanna C. Morrison, Matthias Nauck, Victor Nauffal, Pau Navarro, Kjell Nikus, Guillaume Pare, Kristen K. Patton, Giulia Pelliccione, Alan Pittman, David J. Porteous, Peter P. Pramstaller, Michael H. Preuss, Olli T. Raitakari, Alexander P. Reiner, Antonio Luiz P. Ribeiro, Kenneth M. Rice, Lorenz Risch, David Schlessinger, Ulrich Schotten, Claudia Schurmann, Xia Shen, M. Benjamin Shoemaker, Gianfranco Sinagra, Moritz F. Sinner, Elsayed Z. Soliman, Monika Stoll, Konstantin Strauch, Kirill Tarasov, Kent D. Taylor, Andrew Tinker, Stella Trompet, André Uitterlinden, Uwe Völker, Henry Völzke, Melanie Waldenberger, Lu-Chen Weng, Eric A. Whitsel, James G. Wilson, Christy L. Avery, David Conen, Adolfo Correa, Francesco Cucca, Marcus Dörr, Sina A. Gharib, Giorgia Girotto, Niels Grarup, Caroline Hayward, Yalda Jamshidi, Marjo-Riitta Järvelin, J. Wouter Jukema, Stefan Kääb, Mika Kähönen, Jørgen K. Kanters, Charles Kooperberg, Terho Lehtimäki, Maria Fernanda Lima-Costa, Yongmei Liu, Ruth J. F. Loos, Steven A. Lubitz, Dennis O. Mook-Kanamori, Andrew P. Morris, Jeffrey R. O’Connell, Morten Salling Olesen, Michele Orini, Sandosh Padmanabhan, Cristian Pattaro, Annette Peters, Bruce M. Psaty, Jerome I. Rotter, Bruno Stricker, Pim van der Harst, Cornelia M. van Duijn, Niek Verweij, James F. Wilson, Dan E. Arking, Julia Ramirez, Pier D. Lambiase, Nona Sotoodehnia, Borbala Mifsud, Christopher Newton-Cheh, Patricia B. Munroe, Cardiology, ACS - Heart failure & arrhythmias, Epidemiology, Radiology & Nuclear Medicine, Medical Informatics, Internal Medicine, Young, William J, Lahrouchi, Najim, Isaacs, Aaron, Duong, Thuyvy, Foco, Luisa, Ahmed, Farah, Brody, Jennifer A, Salman, Reem, Noordam, Raymond, Benjamins, Jan-Walter, Haessler, Jeffrey, Lyytikäinen, Leo-Pekka, Repetto, Linda, Concas, Maria Pina, van den Berg, Marten E, Weiss, Stefan, Baldassari, Antoine R, Bartz, Traci M, Cook, James P, Evans, Daniel S, Freudling, Rebecca, Hines, Oliver, Isaksen, Jonas L, Lin, Honghuang, Mei, Hao, Moscati, Arden, Müller-Nurasyid, Martina, Nursyifa, Casia, Qian, Yong, Richmond, Anne, Roselli, Carolina, Ryan, Kathleen A, Tarazona-Santos, Eduardo, Thériault, Sébastien, van Duijvenboden, Stefan, Warren, Helen R, Yao, Jie, Raza, Dania, Aeschbacher, Stefanie, Ahlberg, Gustav, Alonso, Alvaro, Andreasen, Laura, Bis, Joshua C, Boerwinkle, Eric, Campbell, Archie, Catamo, Eulalia, Cocca, Massimiliano, Cutler, Michael J, Darbar, Dawood, De Grandi, Alessandro, De Luca, Antonio, Ding, Jun, Ellervik, Christina, Ellinor, Patrick T, Felix, Stephan B, Froguel, Philippe, Fuchsberger, Christian, Gögele, Martin, Graff, Clau, Graff, Mariaelisa, Guo, Xiuqing, Hansen, Torben, Heckbert, Susan R, Huang, Paul L, Huikuri, Heikki V, Hutri-Kähönen, Nina, Ikram, M Arfan, Jackson, Rebecca D, Junttila, Juhani, Kavousi, Maryam, Kors, Jan A, Leal, Thiago P, Lemaitre, Rozenn N, Lin, Henry J, Lind, Lar, Linneberg, Allan, Liu, Simin, Macfarlane, Peter W, Mangino, Massimo, Meitinger, Thoma, Mezzavilla, Massimo, Mishra, Pashupati P, Mitchell, Rebecca N, Mononen, Nina, Montasser, May E, Morrison, Alanna C, Nauck, Matthia, Nauffal, Victor, Navarro, Pau, Nikus, Kjell, Pare, Guillaume, Patton, Kristen K, Pelliccione, Giulia, Pittman, Alan, Porteous, David J, Pramstaller, Peter P, Preuss, Michael H, Raitakari, Olli T, Reiner, Alexander P, Ribeiro, Antonio Luiz P, Rice, Kenneth M, Risch, Lorenz, Schlessinger, David, Schotten, Ulrich, Schurmann, Claudia, Shen, Xia, Shoemaker, M Benjamin, Sinagra, Gianfranco, Sinner, Moritz F, Soliman, Elsayed Z, Stoll, Monika, Strauch, Konstantin, Tarasov, Kirill, Taylor, Kent D, Tinker, Andrew, Trompet, Stella, Uitterlinden, André, Völker, Uwe, Völzke, Henry, Waldenberger, Melanie, Weng, Lu-Chen, Whitsel, Eric A, Wilson, James G, Avery, Christy L, Conen, David, Correa, Adolfo, Cucca, Francesco, Dörr, Marcu, Gharib, Sina A, Girotto, Giorgia, Grarup, Niel, Hayward, Caroline, Jamshidi, Yalda, Järvelin, Marjo-Riitta, Jukema, J Wouter, Kääb, Stefan, Kähönen, Mika, Kanters, Jørgen K, Kooperberg, Charle, Lehtimäki, Terho, Lima-Costa, Maria Fernanda, Liu, Yongmei, Loos, Ruth J F, Lubitz, Steven A, Mook-Kanamori, Dennis O, Morris, Andrew P, O'Connell, Jeffrey R, Olesen, Morten Salling, Orini, Michele, Padmanabhan, Sandosh, Pattaro, Cristian, Peters, Annette, Psaty, Bruce M, Rotter, Jerome I, Stricker, Bruno, van der Harst, Pim, van Duijn, Cornelia M, Verweij, Niek, Wilson, James F, Arking, Dan E, Ramirez, Julia, Lambiase, Pier D, Sotoodehnia, Nona, Mifsud, Borbala, Newton-Cheh, Christopher, Munroe, Patricia B, Cardiovascular Centre (CVC), Tampere University, Department of Clinical Chemistry, Clinical Medicine, Department of Paediatrics, TAYS Heart Centre, Department of Clinical Physiology and Nuclear Medicine, Fysiologie, RS: Carim - B01 Blood proteins & engineering, RS: Carim - H08 Experimental atrial fibrillation, and Biochemie

Subjects
Male, Electrocardiography/methods, General Physics and Astronomy, 610 Medicine & health, Arrhythmias, 3121 Internal medicine, Genome-wide association studies, General Biochemistry, Genetics and Molecular Biology, Electrocardiography, Humans, Arrhythmias, Cardiac/genetics, Genetic Testing, Medicinsk genetik, Multidisciplinary, Death, Sudden, Cardiac, Arrhythmias, Cardiac, General Chemistry, Sudden, Electrocardiogram, Death, Genetic markers, 3111 Biomedicine, 610 Medizin und Gesundheit, Cardiac, Medical Genetics
Abstract

The QT interval is a heritable electrocardiographic measure associated with arrhythmia risk when prolonged. Here, the authors used a series of genetic analyses to identify genetic loci, pathways, therapeutic targets, and relationships with cardiovascular disease. The QT interval is an electrocardiographic measure representing the sum of ventricular depolarization and repolarization, estimated by QRS duration and JT interval, respectively. QT interval abnormalities are associated with potentially fatal ventricular arrhythmia. Using genome-wide multi-ancestry analyses (>250,000 individuals) we identify 177, 156 and 121 independent loci for QT, JT and QRS, respectively, including a male-specific X-chromosome locus. Using gene-based rare-variant methods, we identify associations with Mendelian disease genes. Enrichments are observed in established pathways for QT and JT, and previously unreported genes indicated in insulin-receptor signalling and cardiac energy metabolism. In contrast for QRS, connective tissue components and processes for cell growth and extracellular matrix interactions are significantly enriched. We demonstrate polygenic risk score associations with atrial fibrillation, conduction disease and sudden cardiac death. Prioritization of druggable genes highlight potential therapeutic targets for arrhythmia. Together, these results substantially advance our understanding of the genetic architecture of ventricular depolarization and repolarization.

Published
2022

7. Differential and shared genetic effects on kidney function between diabetic and non-diabetic individuals

Author

Winkler, Thomas W., Rasheed, Humaira, Teumer, Alexander, Gorski, Mathias, Rowan, Bryce X., Stanzick, Kira J., Thomas, Laurent F., Tin, Adrienne, Hoppmann, Anselm, Chu, Audrey Y., Tayo, Bamidele, Thio, Chris H. L., Cusi, Daniele, Chai, Jin-Fang, Sieber, Karsten B., Horn, Katrin, Li, Man, Scholz, Markus, Cocca, Massimiliano, Wuttke, Matthias, van der Most, Peter J., Yang, Qiong, Ghasemi, Sahar, Nutile, Teresa, Li, Yong, Pontali, Giulia, Günther, Felix, Dehghan, Abbas, Correa, Adolfo, Parsa, Afshin, Feresin, Agnese, de Vries, Aiko P. J., Zonderman, Alan B., Smith, Albert V., Oldehinkel, Albertine J., De Grandi, Alessandro, Rosenkranz, Alexander R., Franke, Andre, Teren, Andrej, Metspalu, Andres, Hicks, Andrew A., Morris, Andrew P., Tönjes, Anke, Morgan, Anna, Podgornaia, Anna I., Peters, Annette, Körner, Antje, Mahajan, Anubha, Campbell, Archie, Freedman, Barry I., Spedicati, Beatrice, Ponte, Belen, Schöttker, Ben, Brumpton, Ben, Banas, Bernhard, Krämer, Bernhard K., Jung, Bettina, Åsvold, Bjørn Olav, Smith, Blair H., Ning, Boting, Penninx, Brenda W. J. H., Vanderwerff, Brett R., Psaty, Bruce M., Kammerer, Candace M., Langefeld, Carl D., Hayward, Caroline, Spracklen, Cassandra N., Robinson-Cohen, Cassianne, Hartman, Catharina A., Lindgren, Cecilia M., Wang, Chaolong, Sabanayagam, Charumathi, Heng, Chew-Kiat, Lanzani, Chiara, Khor, Chiea-Chuen, Cheng, Ching-Yu, Fuchsberger, Christian, Gieger, Christian, Shaffer, Christian M., Schulz, Christina-Alexandra, Willer, Cristen J., Chasman, Daniel I., Gudbjartsson, Daniel F., Ruggiero, Daniela, Toniolo, Daniela, Czamara, Darina, Porteous, David J., Waterworth, Dawn M., Mascalzoni, Deborah, Mook-Kanamori, Dennis O., Reilly, Dermot F., Daw, E. Warwick, Hofer, Edith, Boerwinkle, Eric, Salvi, Erika, Bottinger, Erwin P., Tai, E-Shyong, Catamo, Eulalia, Rizzi, Federica, Guo, Feng, Rivadeneira, Fernando, Guilianini, Franco, Sveinbjornsson, Gardar, Ehret, Georg, Waeber, Gerard, Biino, Ginevra, Girotto, Giorgia, Pistis, Giorgio, Nadkarni, Girish N., Delgado, Graciela E., Montgomery, Grant W., Snieder, Harold, Campbell, Harry, White, Harvey D., Gao, He, Stringham, Heather M., Schmidt, Helena, Li, Hengtong, Brenner, Hermann, Holm, Hilma, Kirsten, Holger, Kramer, Holly, Rudan, Igor, Nolte, Ilja M., Tzoulaki, Ioanna, Olafsson, Isleifur, Martins, Jade, Cook, James P., Wilson, James F., Halbritter, Jan, Felix, Janine F., Divers, Jasmin, Kooner, Jaspal S., Lee, Jeannette Jen-Mai, O’Connell, Jeffrey, Rotter, Jerome I., Liu, Jianjun, Xu, Jie, Thiery, Joachim, Ärnlöv, Johan, Kuusisto, Johanna, Jakobsdottir, Johanna, Tremblay, Johanne, Chambers, John C., Whitfield, John B., Gaziano, John M., Marten, Jonathan, Coresh, Josef, Jonas, Jost B., Mychaleckyj, Josyf C., Christensen, Kaare, Eckardt, Kai-Uwe, Mohlke, Karen L., Endlich, Karlhans, Dittrich, Katalin, Ryan, Kathleen A., Rice, Kenneth M., Taylor, Kent D., Ho, Kevin, Nikus, Kjell, Matsuda, Koichi, Strauch, Konstantin, Miliku, Kozeta, Hveem, Kristian, Lind, Lars, Wallentin, Lars, Yerges-Armstrong, Laura M., Raffield, Laura M., Phillips, Lawrence S., Launer, Lenore J., Lyytikäinen, Leo-Pekka, Lange, Leslie A., Citterio, Lorena, Klaric, Lucija, Ikram, M. Arfan, Ising, Marcus, Kleber, Marcus E., Francescatto, Margherita, Concas, Maria Pina, Ciullo, Marina, Piratsu, Mario, Orho-Melander, Marju, Laakso, Markku, Loeffler, Markus, Perola, Markus, de Borst, Martin H., Gögele, Martin, Bianca, Martina La, Lukas, Mary Ann, Feitosa, Mary F., Biggs, Mary L., Wojczynski, Mary K., Kavousi, Maryam, Kanai, Masahiro, Akiyama, Masato, Yasuda, Masayuki, Nauck, Matthias, Waldenberger, Melanie, Chee, Miao-Li, Chee, Miao-Ling, Boehnke, Michael, Preuss, Michael H., Stumvoll, Michael, Province, Michael A., Evans, Michele K., O’Donoghue, Michelle L., Kubo, Michiaki, Kähönen, Mika, Kastarinen, Mika, Nalls, Mike A., Kuokkanen, Mikko, Ghanbari, Mohsen, Bochud, Murielle, Josyula, Navya Shilpa, Martin, Nicholas G., Tan, Nicholas Y. Q., Palmer, Nicholette D., Pirastu, Nicola, Schupf, Nicole, Verweij, Niek, Hutri-Kähönen, Nina, Mononen, Nina, Bansal, Nisha, Devuyst, Olivier, Melander, Olle, Raitakari, Olli T., Polasek, Ozren, Manunta, Paolo, Gasparini, Paolo, Mishra, Pashupati P., Sulem, Patrick, Magnusson, Patrik K. E., Elliott, Paul, Ridker, Paul M., Hamet, Pavel, Svensson, Per O., Joshi, Peter K., Kovacs, Peter, Pramstaller, Peter P., Rossing, Peter, Vollenweider, Peter, van der Harst, Pim, Dorajoo, Rajkumar, Sim, Ralene Z. H., Burkhardt, Ralph, Tao, Ran, Noordam, Raymond, Mägi, Reedik, Schmidt, Reinhold, de Mutsert, Renée, Rueedi, Rico, van Dam, Rob M., Carroll, Robert J., Gansevoort, Ron T., Loos, Ruth J. F., Felicita, Sala Cinzia, Sedaghat, Sanaz, Padmanabhan, Sandosh, Freitag-Wolf, Sandra, Pendergrass, Sarah A., Graham, Sarah E., Gordon, Scott D., Hwang, Shih-Jen, Kerr, Shona M., Vaccargiu, Simona, Patil, Snehal B., Hallan, Stein, Bakker, Stephan J. L., Lim, Su-Chi, Lucae, Susanne, Vogelezang, Suzanne, Bergmann, Sven, Corre, Tanguy, Ahluwalia, Tarunveer S., Lehtimäki, Terho, Boutin, Thibaud S., Meitinger, Thomas, Wong, Tien-Yin, Bergler, Tobias, Rabelink, Ton J., Esko, Tõnu, Haller, Toomas, Thorsteinsdottir, Unnur, Völker, Uwe, Foo, Valencia Hui Xian, Salomaa, Veikko, Vitart, Veronique, Giedraitis, Vilmantas, Gudnason, Vilmundur, Jaddoe, Vincent W. V., Huang, Wei, Zhang, Weihua, Wei, Wen Bin, Kiess, Wieland, März, Winfried, Koenig, Wolfgang, Lieb, Wolfgang, Gao, Xin, Sim, Xueling, Wang, Ya Xing, Friedlander, Yechiel, Tham, Yih-Chung, Kamatani, Yoichiro, Okada, Yukinori, Milaneschi, Yuri, Yu, Zhi, Hung, Adriana M., Stark, Klaus J., Stefansson, Kari, Böger, Carsten A., Kronenberg, Florian, Köttgen, Anna, Pattaro, Cristian, Heid, Iris M., Psychiatry, APH - Mental Health, Amsterdam Neuroscience - Complex Trait Genetics, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Digital Health, University of Helsinki, CAMM - Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, Research Programs Unit, Tampere University, Clinical Medicine, TAYS Heart Centre, Department of Clinical Chemistry, Department of Clinical Physiology and Nuclear Medicine, Internal Medicine, Pediatrics, Epidemiology, Radiology & Nuclear Medicine, Erasmus MC other, Home Office, Imperial College Healthcare NHS Trust- BRC Funding, Medical Research Council (MRC), UK DRI Ltd, Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Life Course Epidemiology (LCE), Groningen Institute for Organ Transplantation (GIOT), Groningen Kidney Center (GKC), Cardiovascular Centre (CVC), Winkler, Thomas W, Rasheed, Humaira, Teumer, Alexander, Gorski, Mathia, Rowan, Bryce X, Stanzick, Kira J, Thomas, Laurent F, Tin, Adrienne, Hoppmann, Anselm, Chu, Audrey Y, Tayo, Bamidele, Thio, Chris H L, Cusi, Daniele, Chai, Jin-Fang, Sieber, Karsten B, Horn, Katrin, Li, Man, Scholz, Marku, Cocca, Massimiliano, Wuttke, Matthia, van der Most, Peter J, Yang, Qiong, Ghasemi, Sahar, Nutile, Teresa, Li, Yong, Pontali, Giulia, Günther, Felix, Dehghan, Abba, Correa, Adolfo, Parsa, Afshin, Feresin, Agnese, de Vries, Aiko P J, Zonderman, Alan B, Smith, Albert V, Oldehinkel, Albertine J, De Grandi, Alessandro, Rosenkranz, Alexander R, Franke, Andre, Teren, Andrej, Metspalu, Andre, Hicks, Andrew A, Morris, Andrew P, Tönjes, Anke, Morgan, Anna, Podgornaia, Anna I, Peters, Annette, Körner, Antje, Mahajan, Anubha, Campbell, Archie, Freedman, Barry I, Spedicati, Beatrice, Ponte, Belen, Schöttker, Ben, Brumpton, Ben, Banas, Bernhard, Krämer, Bernhard K, Jung, Bettina, Åsvold, Bjørn Olav, Smith, Blair H, Ning, Boting, Penninx, Brenda W J H, Vanderwerff, Brett R, Psaty, Bruce M, Kammerer, Candace M, Langefeld, Carl D, Hayward, Caroline, Spracklen, Cassandra N, Robinson-Cohen, Cassianne, Hartman, Catharina A, Lindgren, Cecilia M, Wang, Chaolong, Sabanayagam, Charumathi, Heng, Chew-Kiat, Lanzani, Chiara, Khor, Chiea-Chuen, Cheng, Ching-Yu, Fuchsberger, Christian, Gieger, Christian, Shaffer, Christian M, Schulz, Christina-Alexandra, Willer, Cristen J, Chasman, Daniel I, Gudbjartsson, Daniel F, Ruggiero, Daniela, Toniolo, Daniela, Czamara, Darina, Porteous, David J, Waterworth, Dawn M, Mascalzoni, Deborah, Mook-Kanamori, Dennis O, Reilly, Dermot F, Daw, E Warwick, Hofer, Edith, Boerwinkle, Eric, Salvi, Erika, Bottinger, Erwin P, Tai, E-Shyong, Catamo, Eulalia, Rizzi, Federica, Guo, Feng, Rivadeneira, Fernando, Guilianini, Franco, Sveinbjornsson, Gardar, Ehret, Georg, Waeber, Gerard, Biino, Ginevra, Girotto, Giorgia, Pistis, Giorgio, Nadkarni, Girish N, Delgado, Graciela E, Montgomery, Grant W, Snieder, Harold, Campbell, Harry, White, Harvey D, Gao, He, Stringham, Heather M, Schmidt, Helena, Li, Hengtong, Brenner, Hermann, Holm, Hilma, Kirsten, Holgen, Kramer, Holly, Rudan, Igor, Nolte, Ilja M, Tzoulaki, Ioanna, Olafsson, Isleifur, Martins, Jade, Cook, James P, Wilson, James F, Halbritter, Jan, Felix, Janine F, Divers, Jasmin, Kooner, Jaspal S, Lee, Jeannette Jen-Mai, O'Connell, Jeffrey, Rotter, Jerome I, Liu, Jianjun, Xu, Jie, Thiery, Joachim, Ärnlöv, Johan, Kuusisto, Johanna, Jakobsdottir, Johanna, Tremblay, Johanne, Chambers, John C, Whitfield, John B, Gaziano, John M, Marten, Jonathan, Coresh, Josef, Jonas, Jost B, Mychaleckyj, Josyf C, Christensen, Kaare, Eckardt, Kai-Uwe, Mohlke, Karen L, Endlich, Karlhan, Dittrich, Katalin, Ryan, Kathleen A, Rice, Kenneth M, Taylor, Kent D, Ho, Kevin, Nikus, Kjell, Matsuda, Koichi, Strauch, Konstantin, Miliku, Kozeta, Hveem, Kristian, Lind, Lar, Wallentin, Lar, Yerges-Armstrong, Laura M, Raffield, Laura M, Phillips, Lawrence S, Launer, Lenore J, Lyytikäinen, Leo-Pekka, Lange, Leslie A, Citterio, Lorena, Klaric, Lucija, Ikram, M Arfan, Ising, Marcu, Kleber, Marcus E, Francescatto, Margherita, Concas, Maria Pina, Ciullo, Marina, Piratsu, Mario, Orho-Melander, Marju, Laakso, Markku, Loeffler, Marku, Perola, Marku, de Borst, Martin H, Gögele, Martin, Bianca, Martina La, Lukas, Mary Ann, Feitosa, Mary F, Biggs, Mary L, Wojczynski, Mary K, Kavousi, Maryam, Kanai, Masahiro, Akiyama, Masato, Yasuda, Masayuki, Nauck, Matthia, Waldenberger, Melanie, Chee, Miao-Li, Chee, Miao-Ling, Boehnke, Michael, Preuss, Michael H, Stumvoll, Michael, Province, Michael A, Evans, Michele K, O'Donoghue, Michelle L, Kubo, Michiaki, Kähönen, Mika, Kastarinen, Mika, Nalls, Mike A, Kuokkanen, Mikko, Ghanbari, Mohsen, Bochud, Murielle, Josyula, Navya Shilpa, Martin, Nicholas G, Tan, Nicholas Y Q, Palmer, Nicholette D, Pirastu, Nicola, Schupf, Nicole, Verweij, Niek, Hutri-Kähönen, Nina, Mononen, Nina, Bansal, Nisha, Devuyst, Olivier, Melander, Olle, Raitakari, Olli T, Polasek, Ozren, Manunta, Paolo, Gasparini, Paolo, Mishra, Pashupati P, Sulem, Patrick, Magnusson, Patrik K E, Elliott, Paul, Ridker, Paul M, Hamet, Pavel, Svensson, Per O, Joshi, Peter K, Kovacs, Peter, Pramstaller, Peter P, Rossing, Peter, Vollenweider, Peter, van der Harst, Pim, Dorajoo, Rajkumar, Sim, Ralene Z H, Burkhardt, Ralph, Tao, Ran, Noordam, Raymond, Mägi, Reedik, Schmidt, Reinhold, de Mutsert, Renée, Rueedi, Rico, van Dam, Rob M, Carroll, Robert J, Gansevoort, Ron T, Loos, Ruth J F, Felicita, Sala Cinzia, Sedaghat, Sanaz, Padmanabhan, Sandosh, Freitag-Wolf, Sandra, Pendergrass, Sarah A, Graham, Sarah E, Gordon, Scott D, Hwang, Shih-Jen, Kerr, Shona M, Vaccargiu, Simona, Patil, Snehal B, Hallan, Stein, Bakker, Stephan J L, Lim, Su-Chi, Lucae, Susanne, Vogelezang, Suzanne, Bergmann, Sven, Corre, Tanguy, Ahluwalia, Tarunveer S, Lehtimäki, Terho, Boutin, Thibaud S, Meitinger, Thoma, Wong, Tien-Yin, Bergler, Tobia, Rabelink, Ton J, Esko, Tõnu, Haller, Tooma, Thorsteinsdottir, Unnur, Völker, Uwe, Foo, Valencia Hui Xian, Salomaa, Veikko, Vitart, Veronique, Giedraitis, Vilmanta, Gudnason, Vilmundur, Jaddoe, Vincent W V, Huang, Wei, Zhang, Weihua, Wei, Wen Bin, Kiess, Wieland, März, Winfried, Koenig, Wolfgang, Lieb, Wolfgang, Gao, Xin, Sim, Xueling, Wang, Ya Xing, Friedlander, Yechiel, Tham, Yih-Chung, Kamatani, Yoichiro, Okada, Yukinori, Milaneschi, Yuri, Yu, Zhi, Stark, Klaus J, Stefansson, Kari, Böger, Carsten A, Hung, Adriana M, Kronenberg, Florian, Köttgen, Anna, Pattaro, Cristian, Heid, Iris M, and Lee Kong Chian School of Medicine (LKCMedicine)

Subjects
Life Sciences & Biomedicine - Other Topics, EXPRESSION, Diabetic Nephropathies/genetics, 610 Medizin, LOCI, Medicine (miscellaneous), EFFICIENT, Lifelines cohort study, Kidney, General Biochemistry, Genetics and Molecular Biology, DISEASE, QUALITY-CONTROL, SDG 3 - Good Health and Well-being, Diabetic Nephropathy, Diabetes Mellitus, Humans, Medicine [Science], Diabetic Nephropathies, GENOME-WIDE ASSOCIATION, Biology, DiscovEHR/MyCode study, METAANALYSIS, Glomerular Filtration Rate/genetics, Medicinsk genetik, ddc:610, Science & Technology, genetic, effects, kidney, diabetic, JOINT, Klinisk medicin, Diabetes Mellitu, 3126 Surgery, anesthesiology, intensive care, radiology, Multidisciplinary Sciences, ENVIRONMENT INTERACTION, Creatinine, VA Million Veteran Program, Science & Technology - Other Topics, 3111 Biomedicine, Clinical Medicine, SMOKING, General Agricultural and Biological Sciences, Life Sciences & Biomedicine, Medical Genetics, Human, Genome-Wide Association Study, Glomerular Filtration Rate
Abstract

Reduced glomerular filtration rate (GFR) can progress to kidney failure. Risk factors include genetics and diabetes mellitus (DM), but little is known about their interaction. We conducted genome-wide association meta-analyses for estimated GFR based on serum creatinine (eGFR), separately for individuals with or without DM (nDM = 178,691, nnoDM = 1,296,113). Our genome-wide searches identified (i) seven eGFR loci with significant DM/noDM-difference, (ii) four additional novel loci with suggestive difference and (iii) 28 further novel loci (including CUBN) by allowing for potential difference. GWAS on eGFR among DM individuals identified 2 known and 27 potentially responsible loci for diabetic kidney disease. Gene prioritization highlighted 18 genes that may inform reno-protective drug development. We highlight the existence of DM-only and noDM-only effects, which can inform about the target group, if respective genes are advanced as drug targets. Largely shared effects suggest that most drug interventions to alter eGFR should be effective in DM and noDM. Published version The Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) supported the meta-analysis—Project-ID 387509280—SFB1350 (Subproject C6 to I.M.H.). A.M.H., B.R., and R.T. were supported by VACSR&D MVP grant CX001897. This research is based on data from the Million Veteran Program, Office of Research and Development, Veterans Health Administration, and was supported by VACSR&D MVP grant CX001897 (A.M.H.). This publication does not represent the views of the Department of Veteran Affairs or the United States Government. We conducted this research using the UK Biobank resource under the application number 20272.

Published
2022

8. The Prospective Studies of Atherosclerosis (Proof-ATHERO) Consortium: Design and Rationale

Author

Zhiyong Zou, Dorota A. Zozulińska-Ziółkiewicz, Raffaele Izzo, Lena Tschiderer, Manuel F. Landecho, Kuo Liong Chien, Stefan Kiechl, Damiano Baldassarre, Matthias W. Lorenz, Tatjana Rundek, Mario Fritsch Neves, Jing Liu, Dirk Sander, Caroline Schmidt, Matthew Walters, Enrique Bernal, Gulay Asci, Rafael Gabriel, Michiel L. Bots, Bernhard Iglseder, Eric de Groot, Hirokazu Honda, Mark A. Espeland, Grace Parraga, Joline W.J. Beulens, Paolo Gresele, Pythia T. Nieuwkerk, Dianna Magliano, Michael J. Sweeting, Lars Lind, Kostas Kapellas, Tomi-Pekka Tuomainen, Maryam Kavousi, Frank P. Brouwers, Jean Philippe Empana, Markolf Hanefeld, Shuhei Okazaki, Menno V. Huisman, Jang Ho Bae, Daniel Staub, Aikaterini Papagianni, Gerhard Klingenschmid, Lisa Seekircher, Peter Willeit, Prabath W.B. Nanayakkara, Jackie F. Price, Johann Willeit, Radojica Stolić, Akihiko Kato, Alberico L. Catapano, Naveed Sattar, Christopher D. Byrne, Göran Bergström, Laura Calabresi, Robert Ekart, Michael H. Olsen, Michiaki Nagai, Michiel A. Van Agtmael, Marat Ezhov, Stefan Agewall, Eiichi Sato, Miles D. Witham, Eva Lonn, Ege Üniversitesi, Epidemiology, Internal medicine, Epidemiology and Data Science, ACS - Diabetes & metabolism, APH - Health Behaviors & Chronic Diseases, ACS - Heart failure & arrhythmias, Tschiderer, Lena, Seekircher, Lisa, Klingenschmid, Gerhard, Izzo, Raffaele, Baldassarre, Damiano, Iglseder, Bernhard, Calabresi, Laura, Liu, Jing, Price, Jackie F, Bae, Jang-Ho, Brouwers, Frank P, de Groot, Eric, Schmidt, Caroline, Bergström, Göran, Aşçi, Gülay, Gresele, Paolo, Okazaki, Shuhei, Kapellas, Kosta, Landecho, Manuel F, Sattar, Naveed, Agewall, Stefan, Zou, Zhi-Yong, Byrne, Christopher D, Nanayakkara, Prabath W B, Papagianni, Aikaterini, Witham, Miles D, Bernal, Enrique, Ekart, Robert, van Agtmael, Michiel A, Neves, Mario F, Sato, Eiichi, Ezhov, Marat, Walters, Matthew, Olsen, Michael H, Stolić, Radojica, Zozulińska-Ziółkiewicz, Dorota A, Hanefeld, Markolf, Staub, Daniel, Nagai, Michiaki, Nieuwkerk, Pythia T, Huisman, Menno V, Kato, Akihiko, Honda, Hirokazu, Parraga, Grace, Magliano, Dianna, Gabriel, Rafael, Rundek, Tatjana, Espeland, Mark A, Kiechl, Stefan, Willeit, Johann, Lind, Lar, Empana, Jean Philippe, Lonn, Eva, Tuomainen, Tomi-Pekka, Catapano, Alberico, Chien, Kuo-Liong, Sander, Dirk, Kavousi, Maryam, Beulens, Joline W J, Bots, Michiel L, Sweeting, Michael J, Lorenz, Matthias W, Willeit, Peter, Austrian Science Fund, Gastroenterology and Hepatology, Medical Psychology, APH - Mental Health, APH - Personalized Medicine, and Amsterdam Gastroenterology Endocrinology Metabolism

Subjects
Male, Aging, Clinical tests, medicine.medical_specialty, Population, Disease, Pulse Wave Analysis, Carotid Intima-Media Thickness, Risk Assessment, Predictive Value of Tests, Risk Factors, Internal medicine, Humans, Repeat measurements, Medicine, education, Prospective cohort study, Pulse wave velocity, Stroke, Aged, education.field_of_study, business.industry, Incidence (epidemiology), Middle Aged, Atherosclerosis, Cardiovascular disease, medicine.disease, Clinical trial, Cardiovascular Diseases, Research Design, Atherosclerosi, Female, Prospective studie, Geriatrics and Gerontology, business, Prospective studies, Consortium, Individual-participant data
Abstract

Atherosclerosis - the pathophysiological mechanism shared by most cardiovascular diseases - can be directly or indirectly assessed by a variety of clinical tests including measurement of carotid intima-media thickness, carotid plaque, ankle-brachial index, pulse wave velocity, and coronary artery calcium. the Prospective Studies of Atherosclerosis (Proof-ATHERO) consortium (https://clinicalepi.i-med.ac.at/research/proof-athero/) collates de-identified individual-participant data of studies with information on atherosclerosis measures, risk factors for cardiovascular disease, and incidence of cardiovascular diseases. It currently comprises 74 studies that involve 106,846 participants from 25 countries and over 40 cities. in summary, 21 studies recruited participants from the general population (n = 67,784), 16 from high-risk populations (n = 22,677), and 37 as part of clinical trials (n = 16,385). Baseline years of contributing studies range from April 1980 to July 2014; the latest follow-up was until June 2019. Mean age at baseline was 59 years (standard deviation: 10) and 50% were female. Over a total of 830,619 person-years of follow-up, 17,270 incident cardiovascular events (including coronary heart disease and stroke) and 13,270 deaths were recorded, corresponding to cumulative incidences of 2.1% and 1.6% per annum, respectively. the consortium is coordinated by the Clinical Epidemiology Team at the Medical University of Innsbruck, Austria. Contributing studies undergo a detailed data cleaning and harmonisation procedure before being incorporated in the Proof-ATHERO central database. Statistical analyses are being conducted according to pre-defined analysis plans and use established methods for individual-participant data meta-analysis. Capitalising on its large sample size, the multi-institutional collaborative Proof-ATHERO consortium aims to better characterise, understand, and predict the development of atherosclerosis and its clinical consequences. (c) 2020 S. Karger AG, Basel, Austrian Science Fund (FWF)Austrian Science Fund (FWF) [P 32488]; Dr.-Johannes-and-Hertha-Tuba Foundation, This work was funded by the Austrian Science Fund (FWF) (P 32488) and the Dr.-Johannes-and-Hertha-Tuba Foundation. Funders of individual studies contributing to the present analysis arelisted onthe Proof-ATHERO webpage(https://clinicalepi.i-med.ac.at/research/proof-athero/studies/).

Published
2020

9. A saturated map of common genetic variants associated with human height

Author

Yengo, Loïc, Vedantam, Sailaja, Marouli, Eirini, Sidorenko, Julia, Bartell, Eric, Sakaue, Saori, Graff, Marielisa, Eliasen, Anders U, Jiang, Yunxuan, Raghavan, Sridharan, Miao, Jenkai, Arias, Joshua D, Graham, Sarah E, Mukamel, Ronen E, Spracklen, Cassandra N, Yin, Xianyong, Chen, Shyh-Huei, Ferreira, Teresa, Highland, Heather H, Ji, Yingjie, Karaderi, Tugce, Lin, Kuang, Lüll, Kreete, Malden, Deborah E, Medina-Gomez, Carolina, Machado, Moara, Moore, Amy, Rüeger, Sina, Sim, Xueling, Vrieze, Scott, Ahluwalia, Tarunveer S, Akiyama, Masato, Allison, Matthew A, Alvarez, Marcus, Andersen, Mette K, Ani, Alireza, Appadurai, Vivek, Arbeeva, Liubov, Bhaskar, Seema, Bielak, Lawrence F, Bollepalli, Sailalitha, Bonnycastle, Lori L, Bork-Jensen, Jette, Bradfield, Jonathan P, Bradford, Yuki, Braund, Peter S, Brody, Jennifer A, Burgdorf, Kristoffer S, Cade, Brian E, Cai, Hui, Cai, Qiuyin, Campbell, Archie, Cañadas-Garre, Marisa, Catamo, Eulalia, Chai, Jin-Fang, Chai, Xiaoran, Chang, Li-Ching, Chang, Yi-Cheng, Chen, Chien-Hsiun, Chesi, Alessandra, Choi, Seung Hoan, Chung, Ren-Hua, Cocca, Massimiliano, Concas, Maria Pina, Couture, Christian, Cuellar-Partida, Gabriel, Danning, Rebecca, Daw, E Warwick, Degenhard, Frauke, Delgado, Graciela E, Delitala, Alessandro, Demirkan, Ayse, Deng, Xuan, Devineni, Poornima, Dietl, Alexander, Dimitriou, Maria, Dimitrov, Latchezar, Dorajoo, Rajkumar, Ekici, Arif B, Engmann, Jorgen E, Fairhurst-Hunter, Zammy, Farmaki, Aliki-Eleni, Faul, Jessica D, Fernandez-Lopez, Juan-Carlos, Forer, Lukas, Francescatto, Margherita, Freitag-Wolf, Sandra, Fuchsberger, Christian, Galesloot, Tessel E, Gao, Yan, Gao, Zishan, Geller, Frank, Giannakopoulou, Olga, Giulianini, Franco, Gjesing, Anette P, Goel, Anuj, Gordon, Scott D, Gorski, Mathias, Grove, Jakob, Guo, Xiuqing, Gustafsson, Stefan, Haessler, Jeffrey, Hansen, Thomas F, Havulinna, Aki S, Haworth, Simon J, He, Jing, Heard-Costa, Nancy, Hebbar, Prashantha, Hindy, George, Ho, Yuk-Lam A, Hofer, Edith, Holliday, Elizabeth, Horn, Katrin, Hornsby, Whitney E, Hottenga, Jouke-Jan, Huang, Hongyan, Huang, Jie, Huerta-Chagoya, Alicia, Huffman, Jennifer E, Hung, Yi-Jen, Huo, Shaofeng, Hwang, Mi Yeong, Iha, Hiroyuki, Ikeda, Daisuke D, Isono, Masato, Jackson, Anne U, Jäger, Susanne, Jansen, Iris E, Johansson, Ingegerd, Jonas, Jost B, Jonsson, Anna, Jørgensen, Torben, Kalafati, Ioanna-Panagiota, Kanai, Masahiro, Kanoni, Stavroula, Kårhus, Line L, Kasturiratne, Anuradhani, Katsuya, Tomohiro, Kawaguchi, Takahisa, Kember, Rachel L, Kentistou, Katherine A, Kim, Han-Na, Kim, Young Jin, Kleber, Marcus E, Knol, Maria J, Kurbasic, Azra, Lauzon, Marie, Le, Phuong, Lea, Rodney, Lee, Jong-Young, Leonard, Hampton L, Li, Shengchao A, Li, Xiaohui, Li, Xiaoyin, Liang, Jingjing, Lin, Honghuang, Lin, Shih-Yi, Liu, Jun, Liu, Xueping, Lo, Ken Sin, Long, Jirong, Lores-Motta, Laura, Luan, Jian'an, Lyssenko, Valeriya, Lyytikäinen, Leo-Pekka, Mahajan, Anubha, Mamakou, Vasiliki, Mangino, Massimo, Manichaikul, Ani, Marten, Jonathan, Mattheisen, Manuel, Mavarani, Laven, McDaid, Aaron F, Meidtner, Karina, Melendez, Tori L, Mercader, Josep M, Milaneschi, Yuri, Miller, Jason E, Millwood, Iona Y, Mishra, Pashupati P, Mitchell, Ruth E, Møllehave, Line T, Morgan, Anna, Mucha, Soeren, Munz, Matthias, Nakatochi, Masahiro, Nelson, Christopher P, Nethander, Maria, Nho, Chu Won, Nielsen, Aneta A, Nolte, Ilja M, Nongmaithem, Suraj S, Noordam, Raymond, Ntalla, Ioanna, Nutile, Teresa, Pandit, Anita, Christofidou, Paraskevi, Pärna, Katri, Pauper, Marc, Petersen, Eva RB, Petersen, Liselotte V, Pitkänen, Niina, Polašek, Ozren, Poveda, Alaitz, Preuss, Michael H, Pyarajan, Saiju, Raffield, Laura M, Rakugi, Hiromi, Ramirez, Julia, Rasheed, Asif, Raven, Dennis, Rayner, Nigel W, Riveros, Carlos, Rohde, Rebecca, Ruggiero, Daniela, Ruotsalainen, Sanni E, Ryan, Kathleen A, Sabater-Lleal, Maria, Saxena, Richa, Scholz, Markus, Sendamarai, Anoop, Shen, Botong, Shi, Jingchunzi, Shin, Jae Hun, Sidore, Carlo, Sitlani, Colleen M, Slieker, Roderick C, Smit, Roelof AJ, Smith, Albert V, Smith, Jennifer A, Smyth, Laura J, Southam, Lorraine, Steinthorsdottir, Valgerdur, Sun, Liang, Takeuchi, Fumihiko, Tallapragada, Divya Sri Priyanka, Taylor, Kent D, Tayo, Bamidele O, Tcheandjieu, Catherine, Terzikhan, Natalie, Tesolin, Paola, Teumer, Alexander, Theusch, Elizabeth, Thompson, Deborah J, Thorleifsson, Gudmar, Timmers, Paul RHJ, Trompet, Stella, Turman, Constance, Vaccargiu, Simona, Van Der Laan, Sander W, Van Der Most, Peter J, Van Klinken, Jan B, Van Setten, Jessica, Verma, Shefali S, Verweij, Niek, Veturi, Yogasudha, Wang, Carol A, Wang, Chaolong, Wang, Lihua, Wang, Zhe, Warren, Helen R, Bin Wei, Wen, Wickremasinghe, Ananda R, Wielscher, Matthias, Wiggins, Kerri L, Winsvold, Bendik S, Wong, Andrew, Wu, Yang, Wuttke, Matthias, Xia, Rui, Xie, Tian, Yamamoto, Ken, Yang, Jingyun, Yao, Jie, Young, Hannah, Yousri, Noha A, Yu, Lei, Zeng, Lingyao, Zhang, Weihua, Zhang, Xinyuan, Zhao, Jing-Hua, Zhao, Wei, Zhou, Wei, 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Department of Clinical Chemistry, Clinical Medicine, Department of Clinical Physiology and Nuclear Medicine, Yengo, Loïc, Vedantam, Sailaja, Marouli, Eirini, Sidorenko, Julia, Hypponen, Elina, Hirschhorn, Joel N, Epigenetics of Complex Diseases and Traits, Institute for Molecular Medicine Finland, Helsinki Institute of Life Science HiLIFE, Joint Activities, University of Helsinki, Medicum, Complex Disease Genetics, Samuli Olli Ripatti / Principal Investigator, Helsinki Institute of Life Science HiLIFE, Department of Medicine, HUS Internal Medicine and Rehabilitation, Clinicum, Centre of Excellence in Complex Disease Genetics, Department of Public Health, Faculty Common Matters (Faculty of Social Sciences), Research Programs Unit, HUS Abdominal Center, Tiinamaija Tuomi Research Group, CAMM - Research Program for Clinical and Molecular Metabolism, Departments of Faculty of Veterinary Medicine, Elisabeth Ingrid Maria Widen / Principal Investigator, Genomic Discoveries and Clinical 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Matthia, Wiggins, Kerri L, Winsvold, Bendik S, Wong, Andrew, Wu, Yang, Wuttke, Matthia, Xia, Rui, Xie, Tian, Yamamoto, Ken, Yang, Jingyun, Yao, Jie, Young, Hannah, Yousri, Noha A, Yu, Lei, Zeng, Lingyao, Zhang, Weihua, Zhang, Xinyuan, Zhao, Jing-Hua, Zhao, Wei, Zhou, Wei, Zimmermann, Martina E, Zoledziewska, Magdalena, Adair, Linda S, Adams, Hieab H H, Aguilar-Salinas, Carlos A, Al-Mulla, Fahd, Arnett, Donna K, Asselbergs, Folkert W, Åsvold, Bjørn Olav, Attia, John, Banas, Bernhard, Bandinelli, Stefania, Bennett, David A, Bergler, Tobia, Bharadwaj, Dwaipayan, Biino, Ginevra, Bisgaard, Han, Boerwinkle, Eric, Böger, Carsten A, Bønnelykke, Klau, Boomsma, Dorret I, Børglum, Anders D, Borja, Judith B, Bouchard, Claude, Bowden, Donald W, Brandslund, Ivan, Brumpton, Ben, Buring, Julie E, Caulfield, Mark J, Chambers, John C, Chandak, Giriraj R, Chanock, Stephen J, Chaturvedi, Nish, Chen, Yii-Der Ida, Chen, Zhengming, Cheng, Ching-Yu, Christophersen, Ingrid E, Ciullo, Marina, Cole, John W, 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Hengstenberg, Christian, Hewitt, Alex W, Hishigaki, Haretsugu, Hoyng, Carel B, Huang, Paul L, Huang, Wei, Hunt, Steven C, Hveem, Kristian, Hyppönen, Elina, Iacono, William G, Ichihara, Sahoko, Ikram, M Arfan, Isasi, Carmen R, Jackson, Rebecca D, Jarvelin, Marjo-Riitta, Jin, Zi-Bing, Jöckel, Karl-Heinz, Joshi, Peter K, Jousilahti, Pekka, Jukema, J Wouter, Kähönen, Mika, Kamatani, Yoichiro, Kang, Kui Dong, Kaprio, Jaakko, Kardia, Sharon L R, Karpe, Fredrik, Kato, Norihiro, Kee, Frank, Kessler, Thorsten, Khera, Amit V, Khor, Chiea Chuen, Kiemeney, Lambertus A L M, Kim, Bong-Jo, Kim, Eung Kweon, Kim, Hyung-Lae, Kirchhof, Paulu, Kivimaki, Mika, Koh, Woon-Puay, Koistinen, Heikki A, Kolovou, Genovefa D, Kooner, Jaspal S, Kooperberg, Charle, Köttgen, Anna, Kovacs, Peter, Kraaijeveld, Adriaan, Kraft, Peter, Krauss, Ronald M, Kumari, Meena, Kutalik, Zoltan, Laakso, Markku, Lange, Leslie A, Langenberg, Claudia, Launer, Lenore J, Le Marchand, Loic, Lee, Hyejin, Lee, Nanette R, Lehtimäki, Terho, Li, Huaixing, Li, Liming, Lieb, Wolfgang, Lin, Xu, Lind, Lar, Linneberg, Allan, Liu, Ching-Ti, Liu, Jianjun, Loeffler, Marku, London, Barry, Lubitz, Steven A, Lye, Stephen J, Mackey, David A, Mägi, Reedik, Magnusson, Patrik K E, Marcus, Gregory M, Vidal, Pedro Marque, Martin, Nicholas G, März, Winfried, Matsuda, Fumihiko, Mcgarrah, Robert W, Mcgue, Matt, Mcknight, Amy Jayne, Medland, Sarah E, Mellström, Dan, Metspalu, Andre, Mitchell, Braxton D, Mitchell, Paul, Mook-Kanamori, Dennis O, Morris, Andrew D, Mucci, Lorelei A, Munroe, Patricia B, Nalls, Mike A, Nazarian, Saman, Nelson, Amanda E, Neville, Matt J, Newton-Cheh, Christopher, Nielsen, Christopher S, Nöthen, Markus M, Ohlsson, Clae, Oldehinkel, Albertine J, Orozco, Lorena, Pahkala, Katja, Pajukanta, Päivi, Palmer, Colin N A, Parra, Esteban J, Pattaro, Cristian, Pedersen, Oluf, Pennell, Craig E, Penninx, Brenda W J H, Perusse, Loui, Peters, Annette, Peyser, Patricia A, Porteous, David J, Posthuma, Danielle, Power, Chri, Pramstaller, Peter P, Province, Michael A, Qi, Qibin, Qu, Jia, Rader, Daniel J, Raitakari, Olli T, Ralhan, Sarju, Rallidis, Loukianos S, Rao, Dabeeru C, Redline, Susan, Reilly, Dermot F, Reiner, Alexander P, Rhee, Sang Youl, Ridker, Paul M, Rienstra, Michiel, Ripatti, Samuli, Ritchie, Marylyn D, Roden, Dan M, Rosendaal, Frits R, Rotter, Jerome I, Rudan, Igor, Rutters, Femke, Sabanayagam, Charumathi, Saleheen, Danish, Salomaa, Veikko, Samani, Nilesh J, Sanghera, Dharambir K, Sattar, Naveed, Schmidt, Börge, Schmidt, Helena, Schmidt, Reinhold, Schulze, Matthias B, Schunkert, Heribert, Scott, Laura J, Scott, Rodney J, Sever, Peter, Shiroma, Eric J, Shoemaker, M Benjamin, Shu, Xiao-Ou, Simonsick, Eleanor M, Sims, Mario, Singh, Jai Rup, Singleton, Andrew B, Sinner, Moritz F, Smith, J Gustav, Snieder, Harold, Spector, Tim D, Stampfer, Meir J, Stark, Klaus J, Strachan, David P, 't Hart, Leen M, Tabara, Yasuharu, Tang, Hua, Tardif, Jean-Claude, Thanaraj, Thangavel A, Timpson, Nicholas J, Tönjes, Anke, Tremblay, Angelo, Tuomi, Tiinamaija, Tuomilehto, Jaakko, Tusié-Luna, Maria-Teresa, Uitterlinden, Andre G, van Dam, Rob M, van der Harst, Pim, Van der Velde, Nathalie, van Duijn, Cornelia M, van Schoor, Natasja M, Vitart, Veronique, Völker, Uwe, Vollenweider, Peter, Völzke, Henry, Wacher-Rodarte, Niels H, Walker, Mark, Wang, Ya Xing, Wareham, Nicholas J, Watanabe, Richard M, Watkins, Hugh, Weir, David R, Werge, Thomas M, Widen, Elisabeth, Wilkens, Lynne R, Willemsen, Gonneke, Willett, Walter C, Wilson, James F, Wong, Tien-Yin, Woo, Jeong-Taek, Wright, Alan F, Wu, Jer-Yuarn, Xu, Huichun, Yajnik, Chittaranjan S, Yokota, Mitsuhiro, Yuan, Jian-Min, Zeggini, Eleftheria, Zemel, Babette S, Zheng, Wei, Zhu, Xiaofeng, Zmuda, Joseph M, Zonderman, Alan B, Zwart, John-Anker, Chasman, Daniel I, Cho, Yoon Shin, Heid, Iris M, Mccarthy, Mark I, Ng, Maggie C Y, O'Donnell, Christopher J, Rivadeneira, Fernando, Thorsteinsdottir, Unnur, Sun, Yan V, Tai, E Shyong, Boehnke, Michael, Deloukas, Pano, Justice, Anne E, Lindgren, Cecilia M, Loos, Ruth J F, Mohlke, Karen L, North, Kari E, Stefansson, Kari, Walters, Robin G, Winkler, Thomas W, Young, Kristin L, Loh, Po-Ru, Yang, Jian, Esko, Tõnu, Assimes, Themistocles L, Auton, Adam, Abecasis, Goncalo R, Willer, Cristen J, Locke, Adam E, Berndt, Sonja I, Lettre, Guillaume, Frayling, Timothy M, Okada, Yukinori, Wood, Andrew R, and Visscher, Peter M

Subjects
multi-ancestry, lnfectious Diseases and Global Health Radboud Institute for Molecular Life Sciences [Radboudumc 4], Medizin, 45/43, Genome-wide association studies, Sensory disorders Donders Center for Medical Neuroscience [Radboudumc 12], Linkage Disequilibrium, Gene Frequency, RARE, IMPUTATION, PRACTICAL Consortium, GWAS, genes, ARCHITECTURE, Genome, Human/genetics, Multidisciplinary, Body Height/genetics, HERITABILITY, SCORES, article, Chromosome Mapping, 631/208/721, Polymorphism, Single Nucleotide/genetics, 3142 Public health care science, environmental and occupational health, Nutritional Biology, Europe, Phenotype, Gene Frequency/genetics, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], VA Million Veteran Program, Molecular and Laser Physics, dimorphism, blood, lipid, Medical Genetics, Single Nucleotide/genetics, genetic variant, Understanding Society Scientific Group, height, genetic, Haplotypes/genetics, 631/208/205/2138, saturated map, 23andMe Research Team, Polymorphism, Single Nucleotide, single-nucleotide polymorphisms (SNPs), Europe/ethnology, Lifelines Cohort Study, RESOURCE, UK BIOBANK, REVEALS, Life Science, DiscovEHR (DiscovEHR and MyCode Community Health Initiative), Humans, Linkage Disequilibrium/genetics, genomic regions, Polymorphism, GENOME-WIDE ASSOCIATION, gene, genetic variants, human height, 631/208/480, VLAG, Medicinsk genetik, eMERGE (Electronic Medical Records and Genomics Network), Genome, Human, Spectroscopy of Cold Molecules, Quantitative traits, Genome, Human/genetics, Genome-Wide Association Study, Sample Size, Body Height, 3141 Health care science, Haplotypes, Genetic markers, 3111 Biomedicine
Abstract

Common single-nucleotide polymorphisms (SNPs) are predicted to collectively explain 40-50% of phenotypic variation in human height, but identifying the specific variants and associated regions requires huge sample sizes(1). Here, using data from a genome-wide association study of 5.4 million individuals of diverse ancestries, we show that 12,111 independent SNPs that are significantly associated with height account for nearly all of the common SNP-based heritability. These SNPs are clustered within 7,209 non-overlapping genomic segments with a mean size of around 90 kb, covering about 21% of the genome. The density of independent associations varies across the genome and the regions of increased density are enriched for biologically relevant genes. In out-of-sample estimation and prediction, the 12,111 SNPs (or all SNPs in the HapMap 3 panel(2)) account for 40% (45%) of phenotypic variance in populations of European ancestry but only around 10-20% (14-24%) in populations of other ancestries. Effect sizes, associated regions and gene prioritization are similar across ancestries, indicating that reduced prediction accuracy is likely to be explained by linkage disequilibrium and differences in allele frequency within associated regions. Finally, we show that the relevant biological pathways are detectable with smaller sample sizes than are needed to implicate causal genes and variants. Overall, this study provides a comprehensive map of specific genomic regions that contain the vast majority of common height-associated variants. Although this map is saturated for populations of European ancestry, further research is needed to achieve equivalent saturation in other ancestries. A large genome-wide association study of more than 5 million individuals reveals that 12,111 single-nucleotide polymorphisms account for nearly all the heritability of height attributable to common genetic variants.

Published
2022

10. Heterogeneous contributions of change in population distribution of body mass index to change in obesity and underweight

Author

Maryam Sharafkhah, Emanuel Zitt, Majid Ezzati, Luxia Zhang, Young-Ho Khang, Ellina Rakhimova, Kairit Mikkel, Tiina Vlasoff, Eruke E. Egbagbe, Sidsel Graff-Iversen, Ilona Nenko, Magdalena Klimek, Mathilde Savy, Sanjib Kumar Sharma, Alfonso Siani, Luís Lopes, Vanina Bongard, Gregor Jurak, Jacqueline F. Price, Christina-Paulina Lambrinou, Maria Lc Iurilli, Rainford J. Wilks, Bontha V. Babu, Fereidoun Azizi, Harunobu Nakamura, Marialaura Bonaccio, Angela Döring, Zhenyu Zhang, Naser Ahmadi, Jolanta Słowikowska-Hilczer, Ana Paula Carlos Cândido, Clive Osmond, Thirunavukkarasu Sathish, Robert J. Adams, Themistoklis Tzotzas, Reina Engle-Stone, Atul Trivedi, Shoichiro Tsugane, Niels Møller, Jorge Bezerra, Dénes Molnár, Muhammad Fadhli Mohd Yusoff, Badreya Al-Lahou, J. Jaime Miranda, Bahram Mohajer, Sigmund A. Anderssen, Lital Keinan Boker, Eero Kajantie, Martin Gulliford, Maties Torrent, Sumit Bharadwaj, Toshiharu Ninomiya, Zbigniew Gaciong, Nayu Ikeda, Li Juan Wu, Adrian Richter, Licia Iacoviello, Marc J. Gunter, Wenbin Wei, Norsyamlina Che Abdul Rahim, Eman Aly, Ambady Ramachandran, Nils Lehmann, Soile E. Puhakka, Giovanni Veronesi, Hongsheng Bi, Eiji Oda, Jia Li Duan, Per Tynelius, José María Huerta, Janne Schurmann Tolstrup, Rodrigo M. Carrillo-Larco, Rosangela Fernandes Lucena Batista, Victoria E Soto-Rojas, Hanno Ulmer, Shukri F. Mohamed, Anthony Kafatos, Suyeon Park, Mohsen Ibrahim, Hamed Pouraram, Bin Zhou, May Soe Aung, Lars Bo Andersen, Erfan Ghasemi, René Charles Sylva, Himanshu K. Chaturvedi, Luc Dauchet, Ahmad Ali Zainuddin, Angela Chetrit, Dan Zhu, Valérie Deschamps, Ko Ko Zaw, Peter Vollenweider, Tomas Vega, Yves Martin-Prével, Mahfuzar Rahman, Dorja Vočanec, Roman Topor-Madry, Vinay Nangia, Herculina S. Kruger, Asher Fawwad, Emily Sonestedt, Elena Pahomova, Aleksander Giwercman, Elżbieta Dziankowska-Zaborszczyk, Cecilia Björkelund, Tatjana Hejgaard, Maria Puiu, Maria Benedetta Donati, Andrew Wong, Carlos P. Boissonnet, Santosh K. Bhargava, Patrick Kolsteren, Dermot O'Reilly, Bahareh Kheiri, Wolfgang Kratzer, Susanne R. de Rooij, H. Bas Bueno-de-Mesquita, Günther Fink, José R. Banegas, Michele Monroy-Valle, Drude Molbo, Mahmudur Rahman, Hynek Pikhart, Rafael N. Pichardo, Massimo Salvetti, Hui Cai, Sarah Filippi, Georg Posch, Hung-Kwan So, Yonghua Hu, Katsuyasu Kouda, Joana Carvalho, Gailute Bernotiene, Hannu Uusitalo, Thein Thein Htay, Felix Kaducu, Maigeng Zhou, Lars Ängquist, Thi Tuyet-Hanh Tran, Charles Lunogelo, Michel Joffres, Sabina Zambon, Ronald D. 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Eriksson, Margarita Samoutian, Andreia N. Pizarro, Mohammed Rasoul Tarawneh, Jean Woo, Kaspar Staub, Maria Teresa Menzano, Mojtaba Farjam, Adroaldo Cesar Araujo Gaya, Mohammad El-khateeb, Zulfiqar A Bhutta, Mukharram M. Bikbov, Hsien-Ho Lin, Oscar Noboa, Thomas Waldhör, Garry Brian, Simona Costanzo, Frank Tanser, Nor Azwany Yaacob, Michelle Cilia, Ivo Rakovac, Bill Stavreski, Ioannis Pagkalos, Ivan Pećin, Carlo M. Barbagallo, Abla M. Sibai, Yuna He, Matsuda Fumihiko, Bharathi Viswanathan, Ali Reza Safarpour, Wei Cheng Lo, Abdullatif Husseini, Jiang He, Liv Elin Torheim, Nipa Rojroongwasinkul, Aicha Soumare, Astrid Petersmann, Tomasz Grodzicki, Davide Noto, Panayiotis K. Yiallouros, Kelias P. Msyamboza, William R. Tebar, Yingfeng Zheng, Eha Nurk, Bhawesh Koirala, Ana Jelakovic, Suhad Bahijri, Freja B Kampmann, Qi Sheng You, Marika Ferrari, María-Elena González-Villalpando, Aline Wagner, Olfa Saidi, Anwar Batieha, Eduardo Capuano, Coimbatore Subramaniam Shanthirani, Dong Wook Kim, Albina A Fakhretdinova, Tom Wilsgaard, Maria Avdicova, Moesijanti Soekatri, Chiara Donfrancesco, Salim Mohanna, Paola Russo, Uruwan Yamborisut, Rafael dos Santos Henrique, Martin Nankap, Allan Linneberg, Khairil Si-Ramlee, Kirsten Mehlig, Christina Mavrogianni, Raluca Pop, Lèlita Santos, Graziella Bruno, Valentina Peterkova, Iná S. Santos, Georg Lappas, Alberto Palloni, Malay K. Mridha, Andrzej Pajak, Marta García-Solano, Stefaan De Henauw, Daniel Ferrante, Rute Santos, Anders Grøntved, Lucjan Szponar, Mihaela Vladulescu, Chien-An Sun, Jan A. Staessen, Paula Duarte de Oliveira, Norazizah Ibrahim Wong, Maria Nordendahl, Elaine M. Dennison, Jeonghee Lee, Diego Salmerón, Ida Maria Schmidt, Gao Pei, Noushin Mohammadifard, Igor Spiroski, Fernando Rodríguez-Artalejo, Xu Ma, Elin Pettersen Sørgjerd, Valéria Regecová, Cláudia S. Minderico, Johanna A. Otero, Jamila Abubakar Garba, Vesselka Duleva, Rui Ornelas, Ilpo Huhtaniemi, Cesar G. Victora, Lijuan Liu, Rody G. Sy, Mahmood Moosazadeh, Ali Ahmadi, Antonio Pedro Graça, Natalia Nowak-Szczepanska, Miao Li Chee, Michael Sjöström, Charles Agyemang, Shiqi Zhen, Xiu-Hua Guo, Pawel Kurjata, Jardena J. Puder, Mehrdad Azmin, Neil Murphy, Kaosar Afsana, Alireza Sadjadi, Johanna M. Geleijnse, Prashant Mathur, Elysée Claude Bika Lele, Raphael Mendes Ritti-Dias, Yannis Manios, Majid Shirani, Rosemary B. Duda, Liis Nelis, Jurate Klumbiene, Zhengming Chen, Wichai Aekplakorn, Alun Evans, Andrzej Wiecek, Lars Lind, Denise Eldemire-Shearer, Bernardo L. Horta, Macia Enguerran, Seyed Rasoul Zakavi, Daniel Fernández-Bergés, Kumiko Ohara, Ursula Kiechl-Kohlendorfer, Hermann Brenner, Przemyslaw Slusarczyk, Espen Bjertness, Jutta Stieber, Augusto Di Castelnuovo, Joel G. R. Roy, Aryeh D. Stein, Ruth Frikke-Schmidt, Vera Musil, Amaneh Shayanrad, Marcel Goldberg, Ramon O. Jimenez, Mohammad Reza Fattahi, Jolanda Hyska, Amir Houshang Mehrparvar, Elin Kolle, Mohamed Bamoshmoosh, Michelle Holdsworth, Felipe F. Casanueva, Børge G. Nordestgaard, Niels Wedderkopp, Eva Corpeleijn, Elias F. Gudmundsson, Antonio Mistretta, Daniel Lemogoum, Larissa Pruner Marques, Slavica Sović, Olli T. Raitakari, Marco Aurélio Peres, Alexandra Cucu, Gregorio Varela-Moreiras, Janine Clarke, Andrea Gazzinelli, Mieczysław Litwin, Sara Schramm, Xenophon Theodoridis, Harshpal Singh Sachdev, Mohammad Reza Mirjalili, Dimitrios Papandreou, Peter T. Katzmarzyk, Benjamin Acosta-Cazares, Ben Schöttker, Prabhdeep Kaur, Norlaila Mustafa, Shariq Rashid Masoodi, Sadaf G. Sepanlou, Adolfo Rubinstein, Francis Delpeuch, Julianne Williams, Abbas Dehghan, Leanne M. Riley, Heloisa Bettiol, Gabriele Nagel, Ellisiv B. Mathiesen, Ekaterina Stoyanova, Alisha N. Wade, Zhamyila Usupova, Arnaud Chiolero, Oonagh Markey, Jacqueline Ramke, Elena Bogova, Niveen M E Abu-Rmeileh, Nguyen D Nguyen, Tomasz Zdrojewski, Marjo-Riitta Järvelin, Jose Sanchez-Abanto, Rômulo Araújo Fernandes, Lourdes Ribas-Barba, Nalan Uysal, Mohamad Hasnan Ahmad, Krista Fischer, Maria Wany Louzada Strufaldi, Ramiro Guerrero, Farnam Mohebi, Tran Quoc Bao, Flávio Danni Fuchs, Salim Berkinbayev, Enisa Kujundzic, Sari Voutilainen, Farzad Hadaegh, Robert Lundqvist, Saeid Safiri, Iraj Mohebbi, George Luiz Lins Machado-Coelho, Annette Peters, Gonzalo Valdivia, Magdalena Korzycka, Rajiv T Erasmus, Masanori Iwasaki, Charmaine A. Duante, Sheikh Mohammed Shariful Islam, Quang Ngoc La, Ricky Eddie, Petra Rust, Daniela Rodrigues, Dirk De Bacquer, Karen Sparrenberger, Agneta Sjöberg, Thet Thet Mu, Katarzyna Dereń, Cora L. Craig, Jorge Motta, Janina Petkeviciene, Boyd Swinburn, Paibul Suriyawongpaisal, Visnja Djordjic, Ramón Alberto Rascón-Pacheco, Pradeep Joshi, Daan Kromhout, Marius B. Bjertness, Stefano Marventano, Juel Jarani, Alireza Khosravi, Eva Martos, David De Ridder, Lizzy M. Brewster, Nico Dragano, Liam Smeeth, Kenji Shibuya, Emma Ruiz Moreno, Hashem Jaddou, Grzegorz Sobek, Dimitrios Trichopoulos, Marvin Cervantes-Loaiza, Abu Am Hanif, Elaine M. Murtagh, Carlos A. Aguilar-Salinas, Graziella D'Arrigo, Kyungwon Oh, Heiner Boeing, Regina Heidinger-Felso, André Luiz Sena Guimarães, Balkish M. Naidu, Avula Laxmaiah, Ana M. B. Menezes, Marie Eliasen, Francesco Pistelli, Yuan He, Dusko Bjelica, José A. Casajús, Guang Ning, Lutgart Braeckman, Dirk Vanderschueren, Jochanan Stessman, Ivana Radic, Yi Zeng, Hans Concin, Damaskini Valvi, Sari Hantunen, Catherine Kyobutungi, Diego Augusto Santos Silva, Wenhua Zhao, Sok King Ong, Anne W. Taylor, Iraj Nabipour, Justyna Godos, Cyrus Cooper, Mattias Johansson, Samuel C. Dumith, Magdalena Muc, Sabine Schipf, Idowu O Senbanjo, Jim Mann, Rajaa Al-Raddadi, Yih Chung Tham, Kay-Tee Khaw, Joseph Cacciottolo, Ana Henriques, Sahar Saeedi Moghaddam, Reza Mohammadpourhodki, Bernhard O. Boehm, Songhomitra Panda-Jonas, Iveta Pudule, Elisabete Ramos, Lacramioara Aurelia Brinduse, Paul H. Lee, Terence W O'Neill, Javad Aghazadeh-Attari, Margus Punab, Bojan Jelaković, Camilla T. Damsgaard, Takafumi Ishida, Ekaterina Chikova-Iscener, Mirjam M. Heinen, Tazeen H. Jafar, Semánová Csilla, Constance Schultsz, Santiago F. Gomez, Raija Korpelainen, Edward W. Gregg, Laura Gutierrez, Pierre Traissac, Victor M. Herrera, Aristides M. Machado-Rodrigues, Fatemeh Malekzadeh, Shouling Wu, Jennifer L. Baker, Clicerio González-Villalpando, Eleonora d'Orsi, Irene G. M. van Valkengoed, Anna Fijałkowska, Wen-Harn Pan, Gregor Starc, Meghnath Dhimal, Murat Topbaş, George Moschonis, Robert Eggertsen, Abdullah Alkandari, Quang Ngoc Nguyen, Janette Walton, Elnaz Faramarzi, Saeed Dastgiri, Lien Braeckevelt, Nasheeta Peer, Radka Taxová Braunerová, Mohamed M. Ali, Steiner Krokstad, Harald Geiger, Morteza Shamshirgaran, Lela Shengelia, María Ángeles Dal Re Saavedra, Silvana Donoso, Khem Bahadur Karki, Timothy J. Key, Maria G. Grammatikopoulou, Susana Vale, Felix K. Assah, Juan A Rivera, Peter H. Whincup, Oana-Florentina Gheorghe-Fronea, Cassiano Ricardo Rech, Paul Ferdinand M. Reganit, Rachakulla Hari Kumar, Jaakko Mursu, Luis A. Moreno, Glen Gironella, Jelena Kos, Tilema Cama, Haakon E. Meyer, Jun Ma, Raphael E. Arku, Ziad Abdeen, Dianna J. Magliano, Jitendra Jonnagaddala, Konstantinos Gkiouras, Paola Nardone, Alberto Barceló, Tomi-Pekka Tuomainen, Francesco Gianfagna, Stefania Maggi, Mohammad Hossein Somi, Behrooz Hamzeh, Miquel Porta, Vesna Jureša, Alexander D. Deev, David Faeh, Antonio Bernabe-Ortiz, Sirkka Keinänen-Kiukaanniemi, Ian Hambleton, Stefan Savin, Andre Pascal Kengne, R. Krishna Kumar, Kurt Widhalm, Marco M Ferrario, Parisa Amiri, Anjani Kumar Jha, Thamara Hubler Figueiró, Jana Kratenova, Claudia M. Hormiga, Maria Tsigga, Zivka Dika, Indrapal I. Meshram, Ei Ei K. Nang, Ian Rouse, Rusidah Selamat, Paul Korrovits, Grethe S. Tell, Julie Taylor, Anabela Mota-Pinto, Paolo Vineis, Kotsedi D Monyeki, Khuong Quynh Long, Frank J Rühli, Shelly R. McFarlane, Sara Santos Sanz, Edyta Łuszczki, Maria G. Stathopoulou, Tara Coppinger, Karin De Ridder, Lucie Viet, Anna Bugge, Mehdi Yaseri, Safiah Md Yusof, Sandra C. Fuchs, Muhammad Islam, Irfan Nuhoglu, Rui Providência, Bernard Maire, Leandra Abarca-Gómez, Sinead Brophy, Maria Ruiz-Castell, Daniela Pierannunzio, Cristina Taddei, Gowri Mahasampath, Gustavo Velasquez-Melendez, Hanna Tolonen, Sudhir Kowlessur, Bagher Larijani, Laura Torres-Collado, Susi Kriemler, Ali Akbar Shayesteh, Cynthia Robitaille, Jorge Escobedo-de la Peña, Yufang Bi, Chinh Nguyen Huu, Line Tang Møllehave, Vincent Jr DeGennaro, Noor Ani Ahmad, Anar Dushpanova, Agustinus Soemantri, Susana Sans, Ionela Pascanu, Gwenaëlle Le Coroller, Inger Ariansen, Kodanda R Kanala, Gert B. M. Mensink, Abhijit Sen, Sergej M. Ostojic, Hanan F. Abdul Rahim, Hélène Delisle, Francisco J. Félix-Redondo, Yadlapalli S. Kusuma, Michael Knoflach, Moein Yoosefi, Tanja G. M. Vrijkotte, Wolfgang Ahrens, Osvaldo Santos, Bethlehem D. Solomon, Erik Lykke Mortensen, Nikhil D. Patel, Reynaldo Martorell, Ching-Yu Cheng, Stine Schramm, Hana Shimizu-Furusawa, Jacek Jóźwiak, Radwan Qasrawi, Herman Borghs, Zhanna Kalmatayeva, Heidi Klakk, Akram Pourshams, Naomi S. Levitt, Son Thai Pham, Simona Giampaoli, Dong Zhao, Indah Suci Widyahening, Merete Osler, Paula Margozzini, Silvia Bel-Serrat, Dora Romaguera, Monira Alarouj, Winsome R. Parnell, Marloes Cardol, Giota Touloumi, Janice Luisa Lukrafka, Adela Chirita-Emandi, Maryam Kavousi, Sanja Musić Milanović, Jean-Michel Gaspoz, Jalila El Ati, Sauli Herrala, Liang Xu, Pilar Guallar-Castillón, Bee Koon Poh, Luis Serra-Majem, Jonathan E. Shaw, Belong Cho, Daphne Mirkopoulou, Salvador Villalpando, Yuki Fujita, Tiffany K. Gill, Nish Chaturvedi, Erkin M. Mirrakhimov, Günay Can, Mark Woodward, Esther Lopez-Garcia, Mauro Virgílio Gomes de Barros, Ahmed A. Madar, Shoaib Afzal, Melanie J. Cowan, Gareth Stratton, Eduardo Salazar Martinez, Sameer Narake, Norie Sawada, Deepak Amarapurkar, Deepa Weerasekera, Diana A. 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Boddy, Jie Hao, David Alejandro González-Chica, Romana Roccaldo, Sara Magnacca, Peter Stehle, Victoria Farrugia Sant'Angelo, Gry Skodje, Maryam Keramati, Tabara Yasuharu, Ali Ghanbari, Gyulli M. Kazakbaeva, Takuro Furusawa, Felicia Cañete, Kari Kuulasmaa, Justina Vaitkeviciute, (NCD-RisC), NCD Risk Factor Collaboration, Imperial College London, Harvard T.H. Chan School of Public Health, Middlesex University [London], Organisation Mondiale de la Santé / World Health Organization Office (OMS / WHO), Montpellier Interdisciplinary center on Sustainable Agri-food systems (Social and nutritional sciences) (UMR MoISA), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Institut de Recherche pour le Développement (IRD)-Centre International de Hautes Etudes Agronomiques Méditerranéennes - Institut Agronomique Méditerranéen de Montpellier (CIHEAM-IAMM), Centre International de Hautes Études Agronomiques Méditerranéennes (CIHEAM)-Centre International de Hautes Études Agronomiques Méditerranéennes (CIHEAM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Bordeaux population health (BPH), Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), Interactions Gène-Environnement en Physiopathologie Cardio-Vasculaire (IGE-PCV), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lorraine (UL), Wellcome TrustEuropean Commission, Clinical Developmental Psychology, APH - Mental Health, Sociology, The Social Context of Aging (SoCA), Nutrition and Health, Iurilli, Maria LC [0000-0003-0409-1635], Zhou, Bin [0000-0002-1741-8628], Ezzati, Majid [0000-0002-2109-8081], Apollo - University of Cambridge Repository, Epidemiology and Data Science, APH - Aging & Later Life, APH - Societal Participation & Health, Public and occupational health, APH - Health Behaviors & Chronic Diseases, VU University medical center, APH 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Basel, University of New South Wales, World Health Organization Country Office, Guilan University of Medical Sciences, University of Opole, Finnish Institute for Health and Welfare, Gulu University, University of Crete, Sri Venkateswara University, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Hellenic Medical Association for Obesity, National and Kapodistrian University of Athens, Maharajgunj Medical Campus, Aarhus University, Johns Hopkins Bloomberg School of Public Health, Pennington Biomedical Research Center, National Institute of Epidemiology, University of Münster, Israel Center for Disease Control, Research Institute for Primordial Prevention of Non- communicable Disease, Amsterdam UMC Public Health Research Institute, South African Medical Research Council, Kyrgyz State Medical Academy, Research Institute of Child Nutrition, Shahid Beheshti University of Medical Sciences, University of Cambridge, Mazandaran University of Medical Sciences, Hypertension 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Ltd, Orebro University, University of London, Universitas Indonesia, Institute of Food and Nutrition Development of Ministry of Agriculture and Rural Affairs, Children’s Hospital of Fudan University, University of Cyprus, Niigata University, International Medical University, Iran University of Medical Sciences, Center for Diabetes and Endocrine Care, Peking University First Hospital, Jiangsu Provincial Center for Disease Control and Prevention, Sun Yat-sen University, West Kazakhstan Medical University, Inner Mongolia Medical University, University of Ghana, Maria Lc Iurilli , Bin Zhou , James E Bennett , Rodrigo M Carrillo-Larco , Marisa K Sophiea , Andrea Rodriguez-Martinez , Honor Bixby , Bethlehem D Solomon , Cristina Taddei , Goodarz Danaei , Mariachiara Di Cesare , Gretchen A Stevens , Leanne M Riley , Stefan Savin , Melanie J Cowan , Pascal Bovet , Albertino Damasceno , Adela Chirita-Emandi , Alison J Hayes , Nayu Ikeda , Rod T Jackson , Young-Ho Khang , Avula Laxmaiah , Jing 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, Jaakko Mursu , Elaine M Murtagh , Kamarul Imran Musa , Sanja Music Milanovic , Vera Musil , Norlaila Mustafa , Iraj Nabipour , Shohreh Naderimagham , Gabriele Nagel , Balkish M Naidu , Farid Najafi , Harunobu Nakamura , Jana Námešná , Ei Ei K Nang , Vinay B Nangia , Martin Nankap , Sameer Narake , Paola Nardone , Matthias Nauck , William A Neal , Azim Nejatizadeh , Chandini Nekkantti , Keiu Nelis , Liis Nelis , Ilona Nenko , Martin Neovius , Flavio Nervi , Chung T Nguyen , Nguyen D Nguyen , Quang Ngoc Nguyen , Ramfis E Nieto-Martínez , Yury P Nikitin , Guang Ning , Toshiharu Ninomiya , Sania Nishtar , Marianna Noale , Oscar A Noboa , Helena Nogueira , Teresa Norat , Maria Nordendahl , Børge G Nordestgaard , Davide Noto , Natalia Nowak-Szczepanska , Mohannad Al Nsour , Irfan Nuhoglu , Eha Nurk , Terence W O'Neill , Dermot O'Reilly , Galina Obreja , Caleb Ochimana , Angélica M Ochoa-Avilés , Eiji Oda , Kyungwon Oh , Kumiko Ohara , Claes Ohlsson , Ryutaro Ohtsuka , Örn Olafsson , Maria 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, Cassiano Ricardo Rech , Josep Redon , Paul Ferdinand M Reganit , Valéria Regecová , Luis Revilla , Abbas Rezaianzadeh , Lourdes Ribas-Barba , Robespierre Ribeiro , Elio Riboli , Adrian Richter , Fernando Rigo , Natascia Rinaldo , Tobias F Rinke de Wit , Ana Rito , Raphael M Ritti-Dias , Juan A Rivera , Cynthia Robitaille , Romana Roccaldo , Daniela Rodrigues , Fernando Rodríguez-Artalejo , María Del Cristo Rodriguez-Perez , Laura A Rodríguez-Villamizar , Ulla Roggenbuck , Rosalba Rojas-Martinez , Nipa Rojroongwasinkul , Dora Romaguera , Elisabetta L Romeo , Rafaela V Rosario , Annika Rosengren , Ian Rouse , Joel Gr Roy , Adolfo Rubinstein , Frank J Rühli , Jean-Bernard Ruidavets , Blanca Sandra Ruiz-Betancourt , Maria Ruiz-Castell , Emma Ruiz Moreno , Iuliia A Rusakova , Kenisha Russell Jonsson , Paola Russo , Petra Rust , Marcin Rutkowski , Charumathi Sabanayagam , Elena Sacchini , Harshpal S Sachdev , Alireza Sadjadi , Ali Reza Safarpour , Saeid Safiri , Nader Saki , Benoit 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Kazakbaeva, Gyulli M, Keil, Ulrich, Boker, Lital Keinan, Keinänen-Kiukaanniemi, Sirkka, Kelishadi, Roya, Kelleher, Cecily, Kemper, Han CG, Kengne, Andre P, Keramati, Maryam, Kerimkulova, Alina, Kersting, Mathilde, Key, Timothy, Khader, Yousef Saleh, Khalili, Davood, Khaw, Kay-Tee, Kheiri, Bahareh, Kheradmand, Motahareh, Khosravi, Alireza, Khouw, Ilse MSL, Kiechl-Kohlendorfer, Ursula, Kiechl, Stefan, Killewo, Japhet, Kim, Dong Wook, Kim, Hyeon Chang, Kim, Jeongseon, Kindblom, Jenny M, Klakk, Heidi, Klimek, Magdalena, Klimont, Jeannette, Klumbiene, Jurate, Knoflach, Michael, Koirala, Bhawesh, Kolle, Elin, Kolsteren, Patrick, König, Jürgen, Korpelainen, Raija, Korrovits, Paul, Korzycka, Magdalena, Kos, Jelena, Koskinen, Seppo, Kouda, Katsuyasu, Kovacs, Viktoria A, Kowlessur, Sudhir, Koziel, Slawomir, Kratenova, Jana, Kratzer, Wolfgang, Kriemler, Susi, Kristensen, Peter Lund, Krokstad, Steiner, Kromhout, Daan, Kruger, Herculina S, Kubinova, Ruzena, Kuciene, Renata, Kujala, Urho M, Kujundzic, Enisa, Kulaga, Zbigniew, Kumar, R Krishna, Kunešová, Marie, Kurjata, Pawel, Kusuma, Yadlapalli S, Kuulasmaa, Kari, Kyobutungi, Catherine, La, Quang Ngoc, Laamiri, Fatima Zahra, Laatikainen, Tiina, Lachat, Carl, Laid, Youcef, Lam, Tai Hing, Lambrinou, Christina-Paulina, Landais, Edwige, Lanska, Vera, Lappas, Georg, Larijani, Bagher, Latt, Tint Swe, Lauria, Laura, Lazo-Porras, Maria, Le Coroller, Gwenaëlle, Le Nguyen Bao, Khanh, Le Port, Agnè, Le, Tuyen D, Lee, Jeannette, Lee, Jeonghee, Lee, Paul H, Lehmann, Nil, Lehtimäki, Terho, Lemogoum, Daniel, Levitt, Naomi S, Li, Yanping, Liivak, Merike, Lilly, Christa L, Lim, Wei-Yen, Lima-Costa, M Fernanda, Lin, Hsien-Ho, Lin, Xu, Lin, Yi-Ting, Lind, Lar, Linneberg, Allan, Lissner, Lauren, Litwin, Mieczyslaw, Liu, Lijuan, Lo, Wei-Cheng, Loit, Helle-Mai, Long, Khuong Quynh, Lopes, Lui, Lopes, Oscar, Lopez-Garcia, Esther, Lopez, Tania, Lotufo, Paulo A, Lozano, José Eugenio, Lukrafka, Janice L, Luksiene, Dalia, Lundqvist, Annamari, Lundqvist, Robert, Lunet, Nuno, Lunogelo, Charle, Lustigová, Michala, Łuszczki, Edyta, Ma, Guansheng, Ma, Jun, Ma, Xu, Machado-Coelho, George LL, Machado-Rodrigues, Aristides M, Macieira, Luisa M, Madar, Ahmed A, Maggi, Stefania, Magliano, Dianna J, Magnacca, Sara, Magriplis, Emmanuella, Mahasampath, Gowri, Maire, Bernard, Majer, Marjeta, Makdisse, Marcia, Mäki, Päivi, Malekzadeh, Fatemeh, Malekzadeh, Reza, Malhotra, Rahul, Rao, Kodavanti Mallikharjuna, Malyutina, Sofia K, Maniego, Lynell V, Manios, Yanni, Mann, Jim I, Mansour-Ghanaei, Fariborz, Manzato, Enzo, Margozzini, Paula, Markaki, Anastasia, Markey, Oonagh, Ioannidou, Eliza Markidou, Marques-Vidal, Pedro, Marques, Larissa Pruner, Marrugat, Jaume, Martin-Prevel, Yve, Martin, Rosemarie, Martorell, Reynaldo, Martos, Eva, Maruszczak, Katharina, Marventano, Stefano, Mascarenhas, Luis P, Masoodi, Shariq R, Mathiesen, Ellisiv B, Mathur, Prashant, Matijasevich, Alicia, Matsha, Tandi E, Mavrogianni, Christina, Mazur, Artur, Mbanya, Jean Claude N, McFarlane, Shelly R, McGarvey, Stephen T, McKee, Martin, McLachlan, Stela, McLean, Rachael M, McLean, Scott B, McNulty, Breige A, Benchekor, Sounnia Mediene, Medzioniene, Jurate, Mehdipour, Parinaz, Mehlig, Kirsten, Mehrparvar, Amir Houshang, Meirhaeghe, Aline, Meisfjord, Jørgen, Meisinger, Christa, Menezes, Ana Maria B, Menon, Geetha R, Mensink, Gert BM, Menzano, Maria Teresa, Mereke, Alibek, Meshram, Indrapal I, Metspalu, Andre, Meyer, Haakon E, Mi, Jie, Michaelsen, Kim F, Michels, Nathalie, Mikkel, Kairit, Milkowska, Karolina, Miller, Jody C, Minderico, Cláudia S, Mini, GK, Miquel, Juan Francisco, Mirjalili, Mohammad Reza, Mirkopoulou, Daphne, Mirrakhimov, Erkin, Mišigoj-Durakovic, Marjeta, Mistretta, Antonio, Mocanu, Veronica, Modesti, Pietro A, Moghaddam, Sahar Saeedi, Mohajer, Bahram, Mohamed, Mostafa K, Mohamed, Shukri F, Mohammad, Kazem, Mohammadi, Zahra, Mohammadifard, Noushin, Mohammadpourhodki, Reza, Mohan, Viswanathan, Mohanna, Salim, Yusoff, Muhammad Fadhli Mohd, Mohebbi, Iraj, Mohebi, Farnam, Moitry, Marie, Molbo, Drude, Møllehave, Line T, Møller, Niels C, Molnár, Déne, Momenan, Amirabba, Mondo, Charles K, Monroy-Valle, Michele, Monterrubio-Flores, Eric, Monyeki, Kotsedi Daniel K, Moon, Jin Soo, Moosazadeh, Mahmood, Moreira, Leila B, Morejon, Alain, Moreno, Luis A, Morgan, Karen, Morin, Suzanne N, Mortensen, Erik Lykke, Moschonis, George, Mossakowska, Malgorzata, Mostafa, Aya, Mota-Pinto, Anabela, Mota, Jorge, Motlagh, Mohammad Esmaeel, Motta, Jorge, Moura-dos-Santos, Marcos André, Mridha, Malay K, Msyamboza, Kelias P, Mu, Thet Thet, Muc, Magdalena, Mugoša, Boban, Muiesan, Maria L, Mukhtorova, Parvina, Müller-Nurasyid, Martina, Murphy, Neil, Mursu, Jaakko, Murtagh, Elaine M, Musa, Kamarul Imran, Milanovic, Sanja Music, Musil, Vera, Mustafa, Norlaila, Nabipour, Iraj, Naderimagham, Shohreh, Nagel, Gabriele, Naidu, Balkish M, Najafi, Farid, Nakamura, Harunobu, Námešná, Jana, Ei K Nang, Ei, Nangia, Vinay B, Nankap, Martin, Narake, Sameer, Nardone, Paola, Nauck, Matthia, Neal, William A, Nejatizadeh, Azim, Nekkantti, Chandini, Nelis, Keiu, Nelis, Lii, Nenko, Ilona, Neovius, Martin, Nervi, Flavio, Nguyen, Chung T, Nguyen, Nguyen D, Nguyen, Quang Ngoc, Nieto-Martínez, Ramfis E, Nikitin, Yury P, Ning, Guang, Ninomiya, Toshiharu, Nishtar, Sania, Noale, Marianna, Noboa, Oscar A, Nogueira, Helena, Norat, Teresa, Nordendahl, Maria, Nordestgaard, Børge G, Noto, Davide, Nowak-Szczepanska, Natalia, Al Nsour, Mohannad, Nuhoglu, Irfan, Nurk, Eha, O'Neill, Terence W, O'Reilly, Dermot, Obreja, Galina, Ochimana, Caleb, Ochoa-Avilés, Angélica M, Oda, Eiji, Oh, Kyungwon, Ohara, Kumiko, Ohlsson, Clae, Ohtsuka, Ryutaro, Olafsson, Örn, Olinto, Maria Teresa A, Oliveira, Isabel O, Omar, Mohd Azahadi, Onat, Altan, Ong, Sok King, Ono, Lariane M, Ordunez, Pedro, Ornelas, Rui, Ortiz, Ana P, Ortiz, Pedro J, Osler, Merete, Osmond, Clive, Ostojic, Sergej M, Ostovar, Afshin, Otero, Johanna A, Overvad, Kim, Owusu-Dabo, Elli, Paccaud, Fred Michel, Padez, Cristina, Pagkalos, Ioanni, Pahomova, Elena, de Paiva, Karina Mary, Pajak, Andrzej, Palli, Domenico, Palloni, Alberto, Palmieri, Luigi, Pan, Wen-Harn, Panda-Jonas, Songhomitra, Pandey, Arvind, Panza, Francesco, Papandreou, Dimitrio, Park, Soon-Woo, Park, Suyeon, Parnell, Winsome R, Parsaeian, Mahboubeh, Pascanu, Ionela M, Pasquet, Patrick, Patel, Nikhil D, Pecin, Ivan, Pednekar, Mangesh S, Peer, Nasheeta, Pei, Gao, Peixoto, Sergio Viana, Peltonen, Markku, Pereira, Alexandre C, Peres, Marco A, Pérez-Farinós, Napoleón, Pérez, Cynthia M, Peterkova, Valentina, Peters, Annette, Petersmann, Astrid, Petkeviciene, Janina, Petrauskiene, Ausra, Pettenuzzo, Emanuela, Peykari, Niloofar, Pham, Son Thai, Pichardo, Rafael N, Pierannunzio, Daniela, Pigeot, Iri, Pikhart, Hynek, Pilav, Aida, Pilotto, Lorenza, Pistelli, Francesco, Pitakaka, Freda, Piwonska, Aleksandra, Pizarro, Andreia N, Plans-Rubió, Pedro, Poh, Bee Koon, Pohlabeln, Hermann, Pop, Raluca M, Popovic, Stevo R, Porta, Miquel, Posch, Georg, Poudyal, Anil, Poulimeneas, Dimitrio, Pouraram, Hamed, Pourfarzi, Farhad, Pourshams, Akram, Poustchi, Hossein, Pradeepa, Rajendra, Price, Alison J, Price, Jacqueline F, Providencia, Rui, Puder, Jardena J, Pudule, Iveta, Puhakka, Soile E, Puiu, Maria, Punab, Margu, Qasrawi, Radwan F, Qorbani, Mostafa, Bao, Tran Quoc, Radic, Ivana, Radisauskas, Ricarda, Rahimikazerooni, Salar, Rahman, Mahfuzar, Rahman, Mahmudur, Raitakari, Olli, Raj, Manu, Rakhimova, Ellina, Rakhmatulloev, Sherali, Rakovac, Ivo, Rao, Sudha Ramachandra, Ramachandran, Ambady, Ramke, Jacqueline, Ramos, Elisabete, Ramos, Rafel, Rampal, Lekhraj, Rampal, Sanjay, Rarra, Vayia, Rascon-Pacheco, Ramon A, Rasmussen, Mette, Rech, Cassiano Ricardo, Redon, Josep, Reganit, Paul Ferdinand M, Regecová, Valéria, Revilla, Lui, Rezaianzadeh, Abba, Ribas-Barba, Lourde, Ribeiro, Robespierre, Riboli, Elio, Richter, Adrian, Rigo, Fernando, Rinaldo, Natascia, de Wit, Tobias F Rinke, Rito, Ana, Ritti-Dias, Raphael M, Rivera, Juan A, Robitaille, Cynthia, Roccaldo, Romana, Rodrigues, Daniela, Rodríguez-Artalejo, Fernando, del Cristo Rodriguez-Perez, María, Rodríguez-Villamizar, Laura A, Roggenbuck, Ulla, Rojas-Martinez, Rosalba, Rojroongwasinkul, Nipa, Romaguera, Dora, Romeo, Elisabetta L, Rosario, Rafaela V, Rosengren, Annika, Rouse, Ian, Roy, Joel GR, Rubinstein, Adolfo, Rühli, Frank J, Ruidavets, Jean-Bernard, Ruiz-Betancourt, Blanca Sandra, Ruiz-Castell, Maria, Moreno, Emma Ruiz, Rusakova, Iuliia A, Jonsson, Kenisha Russell, Russo, Paola, Rust, Petra, Rutkowski, Marcin, Sabanayagam, Charumathi, Sacchini, Elena, Sachdev, Harshpal S, Sadjadi, Alireza, Safarpour, Ali Reza, Safiri, Saeid, Saki, Nader, Salanave, Benoit, Martinez, Eduardo Salazar, Salmerón, Diego, Salomaa, Veikko, Salonen, Jukka T, Salvetti, Massimo, Samoutian, Margarita, Sánchez-Abanto, Jose, Sandjaja, null, Sans, Susana, Marina, Loreto Santa, Santos, Diana A, Santos, Ina S, Santos, Lèlita C, Santos, Maria Paula, Santos, Osvaldo, Santos, Rute, Sanz, Sara Santo, Saramies, Jouko L, Sardinha, Luis B, Sarrafzadegan, Nizal, Sathish, Thirunavukkarasu, Saum, Kai-Uwe, Savva, Savva, Savy, Mathilde, Sawada, Norie, Sbaraini, Mariana, Scazufca, Marcia, Schaan, Beatriz D, Rosario, Angelika Schaffrath, Schargrodsky, Herman, Schienkiewitz, Anja, Schipf, Sabine, Schmidt, Carsten O, Schmidt, Ida Maria, Schnohr, Peter, Schöttker, Ben, Schramm, Sara, Schramm, Stine, Schröder, Helmut, Schultsz, Constance, Schutte, Aletta E, Sein, Aye Aye, Selamat, Rusidah, Sember, Vedrana, Sen, Abhijit, Senbanjo, Idowu O, Sepanlou, Sadaf G, Sequera, Victor, Serra-Majem, Lui, Servais, Jennifer, Ševcíková, Ludmila, Shalnova, Svetlana A, Shamah-Levy, Teresa, Shamshirgaran, Morteza, Shanthirani, Coimbatore Subramaniam, Sharafkhah, Maryam, Sharma, Sanjib K, Shaw, Jonathan E, Shayanrad, Amaneh, Shayesteh, Ali Akbar, Shengelia, Lela, Shi, Zumin, Shibuya, Kenji, Shimizu-Furusawa, Hana, Shin, Dong Wook, Shirani, Majid, Shiri, Rahman, Shrestha, Namuna, Si-Ramlee, Khairil, Siani, Alfonso, Siantar, Rosalynn, Sibai, Abla M, Silva, Antonio M, Silva, Diego Augusto Santo, Simon, Mary, Simons, Judith, Simons, Leon A, Sjöberg, Agneta, Sjöström, Michael, Skodje, Gry, Slowikowska-Hilczer, Jolanta, Slusarczyk, Przemyslaw, Smeeth, Liam, So, Hung-Kwan, Soares, Fernanda Cunha, Sobek, Grzegorz, Sobngwi, Eugène, Sodemann, Morten, Söderberg, Stefan, Soekatri, Moesijanti YE, Soemantri, Agustinu, Sofat, Reecha, Solfrizzi, Vincenzo, Somi, Mohammad Hossein, Sonestedt, Emily, Song, Yi, Sørensen, Thorkild IA, Sørgjerd, Elin P, Jérome, Charles Sossa, Soto-Rojas, Victoria E, Soumaré, Aïcha, Sovic, Slavica, Sparboe-Nilsen, Bente, Sparrenberger, Karen, Spinelli, Angela, Spiroski, Igor, Staessen, Jan A, Stamm, Hanspeter, Stathopoulou, Maria G, Staub, Kaspar, Stavreski, Bill, Steene-Johannessen, Jostein, Stehle, Peter, Stein, Aryeh D, Stergiou, George S, Stessman, Jochanan, Stevanovic, Ranko, Stieber, Jutta, Stöckl, Dori, Stocks, Tanja, Stokwiszewski, Jakub, Stoyanova, Ekaterina, Stratton, Gareth, Stronks, Karien, Strufaldi, Maria Wany, Sturua, Lela, Suárez-Medina, Ramón, Suka, Machi, Sun, Chien-An, Sundström, Johan, Sung, Yn-Tz, Sunyer, Jordi, Suriyawongpaisal, Paibul, Swinburn, Boyd A, Sy, Rody G, Syddall, Holly E, Sylva, René Charle, Szklo, Moyse, Szponar, Lucjan, Tai, E Shyong, Tammesoo, Mari-Lii, Tamosiunas, Abdona, Tan, Eng Joo, Tang, Xun, Tanrygulyyeva, Maya, Tanser, Frank, Tao, Yong, Tarawneh, Mohammed Rasoul, Tarp, Jakob, Tarqui-Mamani, Carolina B, Braunerová, Radka Taxová, Taylor, Anne, Taylor, Julie, Tchibindat, Félicité, Tebar, William R, Tell, Grethe S, Tello, Tania, Tham, Yih Chung, Thankappan, KR, Theobald, Holger, Theodoridis, Xenophon, Thijs, Lutgarde, Thomas, Nihal, Thuesen, Betina H, Tichá, Lubica, Timmermans, Erik J, Tjonneland, Anne, Tolonen, Hanna K, Tolstrup, Janne S, Topbas, Murat, Topór-Madry, Roman, Torheim, Liv Elin, Tormo, María José, Tornaritis, Michael J, Torrent, Matie, Torres-Collado, Laura, Toselli, Stefania, Touloumi, Giota, Traissac, Pierre, Tran, Thi Tuyet-Hanh, Trichopoulos, Dimitrio, Trichopoulou, Antonia, Trinh, Oanh TH, Trivedi, Atul, Tshepo, Lechaba, Tsigga, Maria, Tsugane, Shoichiro, Tuliakova, Azaliia M, Tulloch-Reid, Marshall K, Tullu, Fikru, Tuomainen, Tomi-Pekka, Tuomilehto, Jaakko, Turley, Maria L, Twig, Gilad, Tynelius, Per, Tzotzas, Themistokli, Tzourio, Christophe, Ueda, Peter, Ugel, Eunice, Ukoli, Flora AM, Ulmer, Hanno, Unal, Belgin, Usupova, Zhamyila, Uusitalo, Hannu MT, Uysal, Nalan, Vaitkeviciute, Justina, Valdivia, Gonzalo, Vale, Susana, Valvi, Damaskini, van Dam, Rob M, Van der Heyden, Johan, van der Schouw, Yvonne T, Van Herck, Koen, Van Minh, Hoang, Van Schoor, Natasja M, van Valkengoed, Irene GM, Vanderschueren, Dirk, Vanuzzo, Diego, Varbo, Anette, Varela-Moreiras, Gregorio, Varona-Pérez, Patricia, Vasan, Senthil K, Vega, Toma, Veidebaum, Tooma, Velasquez-Melendez, Gustavo, Velika, Biruta, Veronesi, Giovanni, Verschuren, WM Monique, Victora, Cesar G, Viegi, Giovanni, Viet, Lucie, Villalpando, Salvador, Vineis, Paolo, Vioque, Jesu, Virtanen, Jyrki K, Visser, Marjolein, Visvikis-Siest, Sophie, Viswanathan, Bharathi, Vladulescu, Mihaela, Vlasoff, Tiina, Vocanec, Dorja, Vollenweider, Peter, Völzke, Henry, Voutilainen, Ari, Voutilainen, Sari, Vrijheid, Martine, Vrijkotte, Tanja GM, Wade, Alisha N, Wagner, Aline, Waldhör, Thoma, Walton, Janette, Wambiya, Elvis OA, Bebakar, Wan Mohamad Wan, Mohamud, Wan Nazaimoon Wan, de Souza Wanderley Júnior, Rildo, Wang, Ming-Dong, Wang, Ningli, Wang, Qian, Wang, Xiangjun, Wang, Ya Xing, Wang, Ying-Wei, Wannamethee, S Goya, Wareham, Nichola, Weber, Adelheid, Wedderkopp, Niel, Weerasekera, Deepa, Weghuber, Daniel, Wei, Wenbin, Weres, Aneta, Werner, Bo, Whincup, Peter H, Widhalm, Kurt, Widyahening, Indah S, Wiecek, Andrzej, Wilks, Rainford J, Willeit, Johann, Willeit, Peter, Williams, Julianne, Wilsgaard, Tom, Wojtyniak, Bogdan, Wong-McClure, Roy A, Wong, Andrew, Wong, Jyh Eiin, Wong, Tien Yin, Woo, Jean, Woodward, Mark, Wu, Frederick C, Wu, Jianfeng, Wu, Li Juan, Wu, Shouling, Xu, Haiquan, Xu, Liang, Yaacob, Nor Azwany, Yamborisut, Uruwan, Yan, Weili, Yang, Ling, Yang, Xiaoguang, Yang, Yang, Yardim, Nazan, Yaseri, Mehdi, Yasuharu, Tabara, Ye, Xingwang, Yiallouros, Panayiotis K, Yoosefi, Moein, Yoshihara, Akihiro, You, Qi Sheng, You, San-Lin, Younger-Coleman, Novie O, Md Yusof, Safiah, Yusoff, Ahmad Faudzi, Zaccagni, Luciana, Zafiropulos, Vassili, Zainuddin, Ahmad A, Zakavi, Seyed Rasoul, Zamani, Farhad, Zambon, Sabina, Zampelas, Antoni, Zamrazilová, Hana, Zapata, Maria Elisa, Zargar, Abdul Hamid, Ko Zaw, Ko, Zdrojewski, Tomasz, Zejglicova, Kristyna, Vrkic, Tajana Zeljkovic, Zeng, Yi, Zhang, Luxia, Zhang, Zhen-Yu, Zhao, Dong, Zhao, Ming-Hui, Zhao, Wenhua, Zhen, Shiqi, Zheng, Wei, Zheng, Yingfeng, Zholdin, Bekbolat, Zhou, Maigeng, Zhu, Dan, Zins, Marie, Zitt, Emanuel, Zocalo, Yanina, Cisneros, Julio Zuñiga, Zuziak, Monika, Ezzati, Majid, Filippi, Sarah, Cohortes épidémiologiques en population (CONSTANCES), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay-Université Paris Cité (UPCité), Université Paris Cité (UPCité), Centre International de Hautes Études Agronomiques Méditerranéennes (CIHEAM)-Centre International de Hautes Études Agronomiques Méditerranéennes (CIHEAM)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut Agro - Montpellier SupAgro, and Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)

Subjects
Population -- Health aspects, Leanness, Baixo peso/Underweight, none, Double burden, alipainoisuus, tulotaso, global health, systematic analysis, Sedentary behaviors, RC1200, Prospective associations, 0302 clinical medicine, underweight, nälänhätä, Biology (General), skin and connective tissue diseases, Children, ComputingMilieux_MISCELLANEOUS, Body mass index, Human Nutrition & Health, education.field_of_study, Humane Voeding & Gezondheid, ylipaino, General Medicine, kansainvälinen vertailu, 3. Good health, World health, Medicine, A100 Pre-clinical Medicine, Population distribution, medicine.medical_specialty, QH301-705.5, Science, Socio-culturale, Nursing, Social sciences, General Biochemistry, Genetics and Molecular Biology, 03 medical and health sciences, Thinness, SDG 3 - Good Health and Well-being, BMI, epidemiology, obesity, None, Humans, Obesidade/Obesity, SDG 2 - Zero Hunger, education, VLAG, US adults, Omvårdnad, body mass index, malnutrition, obesity, underweight, nutritional and metabolic diseases, medicine.disease, terveellisyys, Obesity, Faculdade de Ciências Sociais, Body Mass Index, Prevalence, Risk Factors, General Biochemistry, WIAS, lihavuus, RA, Demography, N.A, double burden, Settore MED/09 - Medicina Interna, alueelliset erot, Nutrition and Disease, Animal Nutrition, [SDV]Life Sciences [q-bio], Medizin, 030204 cardiovascular system & hematology, 0601 Biochemistry and Cell Biology, Change distribution of body mass index, RA0421, Voeding en Ziekte, Epidemiology, Medicine and Health Sciences, Global health, Índice de massa corporal/Body Mass Index, 030212 general & internal medicine, Underweight, painoindeksi, 2. Zero hunger, General Neuroscience, aliravitsemus, elintarvikkeet, health, Public Health, Global Health, Social Medicine and Epidemiology, Diervoeding, 3142 Public health care science, environmental and occupational health, purl.org/pe-repo/ocde/ford#3.01.03 [https], Chinese adults, pooled analysis, medicine.symptom, Diet quality, B120 Physiology, Research Article, trends, purl.org/pe-repo/ocde/ford#1.06.03 [https], prevalence, Population, Mothers, Genetics and Molecular Biology, 3121 Internal medicine, medicine, Life Science, ddc:610, 3125 Otorhinolaryngology, ophthalmology, kehonkoostumus, Nutrition, Australian adults, General Immunology and Microbiology, purl.org/pe-repo/ocde/ford#3.01.04 [https], Ciências sociais, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Malnutrition, Epidemiology and Global Health, sense organs, Estilos de Vida e Impacto na Saúde
Abstract

From 1985 to 2016, the prevalence of underweight decreased, and that of obesity and severe obesity increased, in most regions, with significant variation in the magnitude of these changes across regions. We investigated how much change in mean body mass index (BMI) explains changes in the prevalence of underweight, obesity, and severe obesity in different regions using data from 2896 population-based studies with 187 million participants. Changes in the prevalence of underweight and total obesity, and to a lesser extent severe obesity, are largely driven by shifts in the distribution of BMI, with smaller contributions from changes in the shape of the distribution. In East and Southeast Asia and sub-Saharan Africa, the underweight tail of the BMI distribution was left behind as the distribution shifted. There is a need for policies that address all forms of malnutrition by making healthy foods accessible and affordable, while restricting unhealthy foods through fiscal and regulatory restrictions., Wellcome Trust, Medical Research Council, peer-reviewed

Published
2021

11. Solid-phase synthesis of deuterium- and tritium-labeled dopamine using carbon nanomaterials.

Author

Shevchenko, V., Nagaev, I., Shevchenko, K., Chernysheva, M., Badun, G., Fedoseev, V., and Myasoedov, N.

Subjects
SOLID-phase synthesis, DEUTERIUM, TRITIUM, CARBON nanotubes, DOPAMINE, HALOGENATION, CHEMICAL processes, MASS spectrometry
Abstract

Various procedures for preparing dopamine labeled with deuterium (H) and tritium (H) were considered. The labeled dopamine into which the hydrogen isotopes were introduced by solid-phase halogenation contained, on the average, 2.8 H (H) atoms. The labeled dopamine prepared by solid-phase isotope exchange using nanodiamonds as support contained, on the average, 4.8 H (H) atoms. The process was accompanied by the substrate deamination; as a result, the yield of the labeled analog was low (7-10%). Mass spectrometric analysis shows that the phenolic fragments formed by the dopamine deamination undergo dimerization. [ABSTRACT FROM AUTHOR]

Published
2011
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12. The synthesis of O-substituted 3-oximes of 6α -methyl-16α,17α-cyclohexanopregn-4-ene-3,20-diones tritium-labeled in the 1,2-position.

Author

Shevchenko, V. P., Nagaev, I. Yu., Levina, I. S., Kulikova, L. E., Myasoedov, N. F., and Kamernitzky, A. V.

Subjects
HYDROGENATION, CATALYSIS, RHODIUM compounds, CHLORIDES, TRITIUM
Abstract

1,2-Tritium-labeled 3-( O-carboxypropyl)- and 3-( O-carbomethoxypropyl)-oximes of 6α-methyl-16α,17α-cyclohexanopregn-4-ene-3,20-diones were obtained by the homogeneous catalytic hydrogenation of 1,2-dehydroprecursors with gaseous tritium and the subsequent separation of the resulting mixtures by HPLC. The specific radioactivities of 50–55 Ci/mmol were prepared using tris-(triphenylphosphine)-rhodium chloride. [ABSTRACT FROM AUTHOR]

Published
2010
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13. Influence of the Reaction Temperature on the 3-Hexyne Semi-Hydrogenation Catalyzed by a Palladium(II) Complex.

Author

Liprandi, D. A., Cagnola, E. A., Quiroga, M. E., and L'Argentière, P. C.

Subjects
CHEMICAL kinetics, PALLADIUM, HYDROGENATION, CATALYSTS, COMPLEX compounds
Abstract

The dichlorobis (tridecylamine) palladium(II) complex, pure and supported on γ-Al2O3, was used as catalyst for the semi-hydrogenation of 3-hexyne. The complex was characterized by centesimal composition, XPS and IR. The influence of the temperature was studied. The supported Pd complex resulted an active and stereo selective system for the production of ( Z)-3-hexene. [ABSTRACT FROM AUTHOR]

Published
2009
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14. Fluid transport: a guide for the perplexed.

Author

Hill, A. E.

Subjects
FLUIDS, EPITHELIUM, MESOTHELIUM, SALT, OSMOSIS, BIOLOGICAL models, BIOLOGICAL transport, CELL physiology, WATER, WATER-electrolyte balance (Physiology)
Abstract

Readers of the physiological literature may be excused if they feel that fluid transport has become a complex and confusing field that is difficult to understand and to assess. The major theories of fluid-transporting epithelia are examined here with respect to their ability to explain quasi-isotonic fluid transport and its modulation by salt transport, osmotic permeability and basal tonicity. The basics of each theory are set out concisely, and their pros and cons are made explicit. Finally, a comparison is made in table form indicating their overall performance in relation to the problems of this difficult but important field. [ABSTRACT FROM AUTHOR]

Published
2008
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18. Preparation and Chromatographic Characterization of Tetrahydrogestrinone, a New “Designer” Anabolic Steroid.

Author

Karpiesiuk, W., Lehner, A. F., Hughes, C. G., and Tobin, T.

Abstract

Tetrahydrogestrinone (THG, (17 α)-13 β-ethyl-17 β-hydroxy-18,19-dinorpregna-4,9,11-trien-3-one, C21H28O2, 312 m.w.) is a synthetic 19-norsteroid closely related to gestrinone ((17 α)-13 β-ethyl-17 β-hydroxy-18,19-dinorpregna-4,9,11-trien-20-yn-3-one, C21H24O2, 308 m.w.) which was originally developed as an oral contraceptive for women. Recent press reports detail the probable use of THG by athletes to enhance athletic performance, and the FDA has banned THG, declaring it a “designer drug.” THG has been difficult to analyze because of its instability, lack of commercially available analytical standards, and the fact that no published synthetic methods for the compound exist. We now report a method for the preparation of THG via the carefully controlled hydrogenation of gestrinone. [ABSTRACT FROM AUTHOR]

Published
2004
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19. Liquid Crystalline 2-Cyclopropylcyclopropyl Derivatives - Synthesis and Evaluation of the Properties.

Author

Miyazawa, Kazutoshi, Löhr, Sandra, and De Meijere, Armin

Subjects
LIQUID crystals, CYCLOPROPANE, CRYSTALS
Abstract

Liquid crystalline compounds containing (2-cyclopropylcyclopropyl)alkyl moieties in their side chains have been synthesized for the first time. Some of them showed mesophases SmA and SmB as well as N phases. In comparison to compunds with simple alkyl side chains, the new ones with the bicyclopropyl moieties were found to shift the phase transition temperatures to a lower temperature region. The dielectric and optical anisotropies of the compounds mainly depended on their mesogenic substructures. [ABSTRACT FROM AUTHOR]

Published
2002
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20. Synthesis of High-Molar-Activity Tritium-Labeled Biologically Active Compounds Containing Aromatic and Heterocyclic Fragments.

Author

Shevchenko, V., Nagaev, I., and Myasoedov, N.

Abstract

Procedures are examined for tritium labeling of biologically active compounds. By isotope exchange with tritium water, it is possible to prepare products with the molar radioactivity of about 1 PBq mol- 1. The molar radioactivities of compounds prepared by solid-phase isotope exchange with gaseous tritium at 180-220°C reached 5-6 PBq mol- 1. The degree of labeling varied by a factor of more than 100 depending on the physicochemical properties of the substrate. Selective hydrogenation of a heterocyclic fragment of an organic compound, leaving intact the aromatic fragment, was performed for the first time by solid-phase tritiation. [ABSTRACT FROM AUTHOR]

Published
2002
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22. The lindlar-catalyzed reduction of methyl santalbate: a facile preparation of methyl 9- cis,11- trans-Octadecadienoate-9,10-d2.

Author

Adlof, Richard

Abstract

Conjugated linoleic acid (CLA) has been associated with the reduction of chemically induced cancers in mice and rats and the suppression of atherosclerosis in rats. We have found seed oils to be a valuable source of precursors for the rapid preparation of gram quantities of deuterium-labeled fats. Methyl santalbate (methyl 11- trans-octadecen-9-ynoate), obtained from Santalum album (Linn.) seed, was reduced with Lindlar catalyst, quinoline, and deuterium gas to produce, in yields of 65–75%, the gram quantities of methyl 9- cis,11- trans-octadecadienoate-9,10-d2 (CLA-d2) we required for metabolism and oxidation studies. Unlike monoacetylenic and methylene-interrupted polyacetylenic fatty acid methyl esters, the conjugated system was reduced with no noticeable break in the rate of deuterium uptake. The quantity of poison (quinoline) present did influence the amount of CLA-d2 produced, but the production of overreduced fatty acid methyl esters (perhaps because of the conjugated system) could not be prevented. Fractionation of the reaction mixture by silver resin chromatography resulted in the isolation of >99% chemically pure CLA-d2 in yields of 60–70%. [ABSTRACT FROM AUTHOR]

Published
1999
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24. Contributions of mean and shape of blood pressure distribution to worldwide trends and variations in raised blood pressure: A pooled analysis of 1018 population-based measurement studies with 88.6 million participants

Author

Yiallouros, Panayiotis K., Escobedo-de la Peña, Jorge, Zhou, Bin, Bentham, James, Di Cesare, Mariachiara, Bixby, Honor, Danaei, Goodarz, Hajifathalian, Kaveh, Taddei, Cristina, Carrillo-Larco, Rodrigo M., Djalalinia, Shirin, Khatibzadeh, Shahab, Lugero, Charles, Peykari, Niloofar, Zhang, Wan Zhu, Bennett, James, Bilano, Ver, Stevens, Gretchen A., Cowan, Melanie J., Riley, Leanne M., Chen, Zhengming, Hambleton, Ian R., Jackson, Rod T., Kengne, Andre Pascal, Khang, Young-Ho, Laxmaiah, Avula, Liu, Jing, Malekzadeh, Reza, Neuhauser, Hannelore K., Sorić, Maroje, Starc, Gregor, Sundström, Johan, Woodward, Mark, Ezzati, Majid, Abarca-Gómez, Leandra, Abdeen, Ziad A., Abu-Rmeileh, Niveen M., Acosta-Cazares, Benjamin, Adams, Robert J., Aekplakorn, Wichai, Afsana, Kaosar, Aguilar-Salinas, Carlos A., Agyemang, Charles, Ahmad, Noor Ani, Ahmadvand, Alireza, Ahrens, Wolfgang, Ajlouni, Kamel, Akhtaeva, Nazgul, Al-Raddadi, Rajaa, Ali, Mohamed M., Ali, Osman, Alkerwi, Ala'a, Aly, Eman, Amarapurkar, Deepak N., Amouyel, Philippe, Amuzu, Antoinette, Andersen, Lars Bo, Anderssen, Sigmund A., Ängquist, Lars H., Anjana, Ranjit Mohan, Ansong, Daniel, Aounallah-Skhiri, Hajer, Araújo, Joana, Ariansen, Inger, Aris, Tahir, Arlappa, Nimmathota, Arveiler, Dominique, Aryal, Krishna K., Aspelund, Thor, Assah, Felix K., Assunção, Maria Cecília F., Avdicová, Mária, Azevedo, Ana, Azizi, Fereidoun, Babu, Bontha V., Bahijri, Suhad, Balakrishna, Nagalla, Bamoshmoosh, Mohamed, Banach, Maciej, Bandosz, Piotr, Banegas, José R., Barbagallo, Carlo M., Barceló, Alberto, Barkat, Amina, Barros, Aluisio J. D., Barros, Mauro V., Bata, Iqbal, Batieha, Anwar M., Batyrbek, Assembekov, Baur, Louise A., Beaglehole, Robert, Romdhane, Habiba Ben, Benet, Mikhail, Benson, Lowell S., Bernabe-Ortiz, Antonio, Bernotiene, Gailute, Bettiol, Heloisa, Bhagyalaxmi, Aroor, Bharadwaj, Sumit, Bhargava, Santosh K., Bi, Yufang, Bikbov, Mukharram, Bista, Bihungum, Bjerregaard, Peter, Bjertness, Espen, Bjertness, Marius B., Björkelund, Cecilia, Blokstra, Anneke, Bo, Simona, Bobak, Martin, Boeing, Heiner, Boggia, Jose G., Boissonnet, Carlos P., Bongard, Vanina, Borchini, Rossana, Bovet, Pascal, Braeckman, Lutgart, Brajkovich, Imperia, Branca, Francesco, Breckenkamp, Juergen, Brenner, Hermann, Brewster, Lizzy M., Bruno, Graziella, Bueno-de-Mesquita, H. B(as), Bugge, Anna, Burns, Con, Bursztyn, Michael, de León, Antonio Cabrera, Cacciottolo, Joseph, Cai, Hui, Cameron, Christine, Can, Günay, Cândido, Ana Paula C., Capuano, Vincenzo, Cardoso, Viviane C., Carlsson, Axel C., Carvalho, Maria J., Casanueva, Felipe F., Casas, Juan-Pablo, Caserta, Carmelo A., Chamukuttan, Snehalatha, Chan, Angelique W., Chan, Queenie, Chaturvedi, Himanshu K., Chaturvedi, Nishi, Chen, Chien-Jen, Chen, Fangfang, Chen, Huashuai, Chen, Shuohua, Cheng, Ching-Yu, Dekkaki, Imane Cherkaoui, Chetrit, Angela, Chiolero, Arnaud, Chiou, Shu-Ti, Chirita-Emandi, Adela, Chirlaque, María-Dolores, Cho, Belong, Cho, Yumi, Christofaro, Diego G., Chudek, Jerzy, Cifkova, Renata, Cinteza, Eliza, Claessens, Frank, Clays, Els, Concin, Hans, Cooper, Cyrus, Cooper, Rachel, Coppinger, Tara C., Costanzo, Simona, Cottel, Dominique, Cowell, Chris, Craig, Cora L., Crujeiras, Ana B., Cruz, Juan J., D'Arrigo, Graziella, d'Orsi, Eleonora, Dallongeville, Jean, Damasceno, Albertino, Dankner, Rachel, Dantoft, Thomas M., Dauchet, Luc, Davletov, Kairat, De Backer, Guy, De Bacquer, Dirk, de Gaetano, Giovanni, De Henauw, Stefaan, de Oliveira, Paula Duarte, De Smedt, Delphine, Deepa, Mohan, Dehghan, Abbas, Delisle, Hélène, Deschamps, Valérie, Dhana, Klodian, Di Castelnuovo, Augusto F., Dias-da-Costa, Juvenal Soares, Diaz, Alejandro, Dickerson, Ty T., Do, Ha T. P., Donfrancesco, Chiara, Donoso, Silvana P., Döring, Angela, Dorobantu, Maria, Doua, Kouamelan, Drygas, Wojciech, Dulskiene, Virginija, Džakula, Aleksandar, Dzerve, Vilnis, Dziankowska-Zaborszczyk, Elzbieta, Eggertsen, Robert, Ekelund, Ulf, El Ati, Jalila, Elliott, Paul, Elosua, Roberto, Erasmus, Rajiv T., Erem, Cihangir, Eriksen, Louise, Eriksson, Johan G., Evans, Alun, Faeh, David, Fall, Caroline H., Farzadfar, Farshad, Felix-Redondo, Francisco J., Ferguson, Trevor S., Fernandes, Romulo A., Fernández-Bergés, Daniel, Ferrante, Daniel, Ferrari, Marika, Ferreccio, Catterina, Ferrieres, Jean, Finn, Joseph D., Fischer, Krista, Föger, Bernhard, Foo, Leng Huat, Forslund, Ann-Sofie, Forsner, Maria, Fouad, Heba M., Francis, Damian K., do Carmo Franco, Maria, Franco, Oscar H., Frontera, Guillermo, Fuchs, Flavio D., Fuchs, Sandra C., Fujita, Yuki, Furusawa, Takuro, Gaciong, Zbigniew, Galvano, Fabio, Garcia-de-la-Hera, Manoli, Gareta, Dickman, Garnett, Sarah P., Gaspoz, Jean-Michel, Gasull, Magda, Gates, Louise, Geleijnse, Johanna M., Ghasemian, Anoosheh, Ghimire, Anup, Giampaoli, Simona, Gianfagna, Francesco, Gill, Tiffany K., Giovannelli, Jonathan, Goldsmith, Rebecca A., Gonçalves, Helen, Gonzalez-Gross, Marcela, González-Rivas, Juan P., Gorbea, Mariano Bonet, Gottrand, Frederic, Graff-Iversen, Sidsel, Grafnetter, Dušan, Grajda, Aneta, Grammatikopoulou, Maria G., Gregor, Ronald D., Grodzicki, Tomasz, Grøntved, Anders, Grosso, Giuseppe, Gruden, Gabriella, Grujic, Vera, Gu, Dongfeng, Guan, Ong Peng, Gudmundsson, Elias F., Gudnason, Vilmundur, Guerrero, Ramiro, Guessous, Idris, Guimaraes, Andre L., Gulliford, Martin C., Gunnlaugsdottir, Johanna, Gunter, Marc, Gupta, Prakash C., Gupta, Rajeev, Gureje, Oye, Gurzkowska, Beata, Gutierrez, Laura, Gutzwiller, Felix, Hadaegh, Farzad, Halkjær, Jytte, Hardy, Rebecca, Hari Kumar, Rachakulla, Hata, Jun, Hayes, Alison J., He, Jiang, He, Yuna, Elisabeth, Marleen, Henriques, Ana, Cadena, Leticia Hernandez, Herrala, Sauli, Heshmat, Ramin, Hihtaniemi, Ilpo Tapani, Ho, Sai Yin, Ho, Suzanne C., Hobbs, Michael, Hofman, Albert, Dinc, Gonul Horasan, Horimoto, Andrea R. V. R., Hormiga, Claudia M., Horta, Bernardo L., Houti, Leila, Howitt, Christina, Htay, Thein Thein, Htet, Aung Soe, Than Htike, Maung Maung, Hu, Yonghua, Huerta, José María, Huisman, Martijn, Husseini, Abdullatif S., Huybrechts, Inge, Hwalla, Nahla, Iacoviello, Licia, Iannone, Anna G., Ibrahim, Mohsen M., Wong, Norazizah Ibrahim, Ikeda, Nayu, Ikram, M. Arfan, Irazola, Vilma E., Islam, Muhammad, al-Safi Ismail, Aziz, Ivkovic, Vanja, Iwasaki, Masanori, Jacobs, Jeremy M., Jaddou, Hashem, Jafar, Tazeen, Jamrozik, Konrad, Janszky, Imre, Jasienska, Grazyna, Jelaković, Ana, Jelaković, Bojan, Jennings, Garry, Jeong, Seung-lyeal, Jiang, Chao Qiang, Joffres, Michel, Johansson, Mattias, Jokelainen, Jari J., Jonas, Jost B., Jørgensen, Torben, Joshi, Pradeep, Jóźwiak, Jacek, Juolevi, Anne, Jurak, Gregor, Jureša, Vesna, Kaaks, Rudolf, Kafatos, Anthony, Kajantie, Eero O., Kalter-Leibovici, Ofra, Kamaruddin, Nor Azmi, Karki, Khem B., Kasaeian, Amir, Katz, Joanne, Kauhanen, Jussi, Kaur, Prabhdeep, Kavousi, Maryam, Kazakbaeva, Gyulli, Keil, Ulrich, Boker, Lital Keinan, Keinänen-Kiukaanniemi, Sirkka, Kelishadi, Roya, Kemper, Han C. G., Kengne, Andre P., Kerimkulova, Alina, Kersting, Mathilde, Key, Timothy, Khader, Yousef Saleh, Khalili, Davood, Khateeb, Mohammad, Khaw, Kay-Tee, Kiechl-Kohlendorfer, Ursula, Kiechl, Stefan, Killewo, Japhet, Kim, Jeongseon, Kim, Yeon-Yong, Klumbiene, Jurate, Knoflach, Michael, Kolle, Elin, Kolsteren, Patrick, Korrovits, Paul, Koskinen, Seppo, Kouda, Katsuyasu, Kowlessur, Sudhir, Koziel, Slawomir, Kriemler, Susi, Kristensen, Peter Lund, Krokstad, Steinar, Kromhout, Daan, Kruger, Herculina S., Kubinova, Ruzena, Kuciene, Renata, Kuh, Diana, Kujala, Urho M., Kulaga, Zbigniew, Krishna Kumar, R., Kurjata, Pawel, Kusuma, Yadlapalli S., Kuulasmaa, Kari, Kyobutungi, Catherine, Laatikainen, Tiina, Lachat, Carl, Lam, Tai Hing, Landrove, Orlando, Lanska, Vera, Lappas, Georg, Larijani, Bagher, Laugsand, Lars E., Le Nguyen Bao, Khanh, Le, Tuyen D., Leclercq, Catherine, Lee, Jeannette, Lee, Jeonghee, Lehtimäki, Terho, León-Muñoz, Luz M., Levitt, Naomi S., Li, Yanping, Lilly, Christa L., Lim, Wei-Yen, Lima-Costa, M. Fernanda, Lin, Hsien-Ho, Lin, Xu, Lind, Lars, Linneberg, Allan, Lissner, Lauren, Litwin, Mieczyslaw, Lorbeer, Roberto, Lotufo, Paulo A., Lozano, José Eugenio, Luksiene, Dalia, Lundqvist, Annamari, Lunet, Nuno, Lytsy, Per, Ma, Guansheng, Ma, Jun, Machado-Coelho, George L. L., Machi, Suka, Maggi, Stefania, Magliano, Dianna J., Magriplis, Emmanuella, Majer, Marjeta, Makdisse, Marcia, Malhotra, Rahul, Mallikharjuna Rao, Kodavanti, Malyutina, Sofia, Manios, Yannis, Mann, Jim I., Manzato, Enzo, Margozzini, Paula, Marques-Vidal, Pedro, Marques, Larissa Pruner, Marrugat, Jaume, Martorell, Reynaldo, Mathiesen, Ellisiv B., Matijasevich, Alicia, Matsha, Tandi E., Mbanya, Jean Claude N., Mc Donald Posso, Anselmo J., McFarlane, Shelly R., McGarvey, Stephen T., McLachlan, Stela, McLean, Rachael M., McLean, Scott B., McNulty, Breige A., Mediene-Benchekor, Sounnia, Medzioniene, Jurate, Meirhaeghe, Aline, Meisinger, Christa, Menezes, Ana Maria B., Menon, Geetha R., Meshram, Indrapal I., Metspalu, Andres, Meyer, Haakon E., Mi, Jie, Mikkel, Kairit, Miller, Jody C., Minderico, Cláudia S., Francisco, Juan, Miranda, J. Jaime, Mirrakhimov, Erkin, Mišigoj-Durakovic, Marjeta, Modesti, Pietro A., Mohamed, Mostafa K., Mohammad, Kazem, Mohammadifard, Noushin, Mohan, Viswanathan, Mohanna, Salim, Mohd Yusoff, Muhammad Fadhli, Møllehave, Line T., Møller, Niels C., Molnár, Dénes, Momenan, Amirabbas, Mondo, Charles K., Monyeki, Kotsedi Daniel K., Moon, Jin Soo, Moreira, Leila B., Morejon, Alain, Moreno, Luis A., Morgan, Karen, Moschonis, George, Mossakowska, Malgorzata, Mostafa, Aya, Mota, Jorge, Esmaeel Motlagh, Mohammad, Motta, Jorge, Msyamboza, Kelias P., Mu, Thet Thet, Muiesan, Maria L., Müller-Nurasyid, Martina, Murphy, Neil, Mursu, Jaakko, Musil, Vera, Nabipour, Iraj, Nagel, Gabriele, Naidu, Balkish M., Nakamura, Harunobu, Námešná, Jana, Nang, Ei Ei K., Nangia, Vinay B., Narake, Sameer, Nauck, Matthias, Navarrete-Muñoz, Eva Maria, Ndiaye, Ndeye Coumba, Neal, William A., Nenko, Ilona, Neovius, Martin, Nervi, Flavio, Nguyen, Chung T., Nguyen, Nguyen D., Nguyen, Quang Ngoc, Nguyen, Quang V., Nieto-Martínez, Ramfis E., Niiranen, Teemu J., Ning, Guang, Ninomiya, Toshiharu, Nishtar, Sania, Noale, Marianna, Noboa, Oscar A., Noorbala, Ahmad Ali, Norat, Teresa, Noto, Davide, Al Nsour, Mohannad, O'Reilly, Dermot, Oda, Eiji, Oehlers, Glenn, Oh, Kyungwon, Ohara, Kumiko, Olinto, Maria Teresa A., Oliveira, Isabel O., Omar, Mohd Azahadi, Onat, Altan, Ong, Sok King, Ono, Lariane M., Ordunez, Pedro, Ornelas, Rui, Osmond, Clive, Ostojic, Sergej M., Ostovar, Afshin, Otero, Johanna A., Overvad, Kim, Owusu-Dabo, Ellis, Paccaud, Fred Michel, Padez, Cristina, Pahomova, Elena, Pajak, Andrzej, Palli, Domenico, Palmieri, Luigi, Pan, Wen-Harn, Panda-Jonas, Songhomitra, Panza, Francesco, Papandreou, Dimitrios, Park, Soon-Woo, Parnell, Winsome R., Parsaeian, Mahboubeh, Patel, Nikhil D., Pecin, Ivan, Pednekar, Mangesh S., Peer, Nasheeta, Peeters, Petra H., Peixoto, Sergio Viana, Peltonen, Markku, Pereira, Alexandre C., Peters, Annette, Petersmann, Astrid, Petkeviciene, Janina, Pham, Son Thai, Pigeot, Iris, Pikhart, Hynek, Pilav, Aida, Pilotto, Lorenza, Pitakaka, Freda, Piwonska, Aleksandra, Plans-Rubió, Pedro, Polašek, Ozren, Porta, Miquel, Portegies, Marileen L. P., Pourshams, Akram, Poustchi, Hossein, Pradeepa, Rajendra, Prashant, Mathur, Price, Jacqueline F., Puder, Jardena J., Puiu, Maria, Punab, Margus, Qasrawi, Radwan F., Qorbani, Mostafa, Bao, Tran Quoc, Radic, Ivana, Radisauskas, Ricardas, Rahman, Mahfuzar, Raitakari, Olli, Raj, Manu, Ramachandra Rao, Sudha, Ramachandran, Ambady, Ramos, Elisabete, Rampal, Lekhraj, Rampal, Sanjay, Rangel Reina, Daniel A., Redon, Josep, Reganit, Paul Ferdinand M., Ribeiro, Robespierre, Riboli, Elio, Rigo, Fernando, Rinke de Wit, Tobias F., Ritti-Dias, Raphael M., Robinson, Sian M., Robitaille, Cynthia, Rodríguez-Artalejo, Fernando, del Cristo Rodriguez-Perez, María, Rodríguez-Villamizar, Laura A., Rojas-Martinez, Rosalba, Romaguera, Dora, Ronkainen, Kimmo, Rosengren, Annika, Roy, Joel G. R., Rubinstein, Adolfo, Sandra Ruiz-Betancourt, Blanca, Rutkowski, Marcin, Sabanayagam, Charumathi, Sachdev, Harshpal S., Saidi, Olfa, Sakarya, Sibel, Salanave, Benoit, Salazar Martinez, Eduardo, Salmerón, Diego, Salomaa, Veikko, Salonen, Jukka T., Salvetti, Massimo, Sánchez-Abanto, Jose, Sans, Susana, Santos, Diana A., Santos, Ina S., Nunes dos Santos, Renata, Santos, Rute, Saramies, Jouko L., Sardinha, Luis B., Sarganas, Giselle, Sarrafzadegan, Nizal, Saum, Kai-Uwe, Savva, Savvas, Scazufca, Marcia, Schargrodsky, Herman, Schipf, Sabine, Schmidt, Carsten O., Schöttker, Ben, Schultsz, Constance, Schutte, Aletta E., Sein, Aye Aye, Sen, Abhijit, Senbanjo, Idowu O., Sepanlou, Sadaf G., Sharma, Sanjib K., Shaw, Jonathan E., Shibuya, Kenji, Shin, Dong Wook, Shin, Youchan, Si-Ramlee, Khairil, Siantar, Rosalynn, Sibai, Abla M., Santos Silva, Diego Augusto, Simon, Mary, Simons, Judith, Simons, Leon A., Sjöström, Michael, Skovbjerg, Sine, Slowikowska-Hilczer, Jolanta, Slusarczyk, Przemyslaw, Smeeth, Liam, Smith, Margaret C., Snijder, Marieke B., So, Hung-Kwan, Sobngwi, Eugène, Söderberg, Stefan, Solfrizzi, Vincenzo, Sonestedt, Emily, Song, Yi, Sørensen, Thorkild I. A., Soric, Maroje, Jérome, Charles Sossa, Soumare, Aicha, Staessen, Jan A., Stathopoulou, Maria G., Stavreski, Bill, Steene-Johannessen, Jostein, Stehle, Peter, Stein, Aryeh D., Stergiou, George S., Stessman, Jochanan, Stieber, Jutta, Stöckl, Doris, Stocks, Tanja, Stokwiszewski, Jakub, Stronks, Karien, Strufaldi, Maria Wany, Sun, Chien-An, Sung, Yn-Tz, Suriyawongpaisal, Paibul, Sy, Rody G., Shyong Tai, E., Tammesoo, Mari-Liis, Tamosiunas, Abdonas, Tan, Eng Joo, Tang, Xun, Tanser, Frank, Tao, Yong, Tarawneh, Mohammed Rasoul, Tarqui-Mamani, Carolina B., Tautu, Oana-Florentina, Taylor, Anne, Theobald, Holger, Theodoridis, Xenophon, Thijs, Lutgarde, Thuesen, Betina H., Tjonneland, Anne, Tolonen, Hanna K., Tolstrup, Janne S., Topbas, Murat, Topór-Madry, Roman, Tormo, María José, Torrent, Maties, Traissac, Pierre, Trichopoulos, Dimitrios, Trichopoulou, Antonia, Trinh, Oanh T. 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Si-Ramlee, Khairil, Siantar, Rosalynn, Sibai, Abla M, Santos Silva, Diego Augusto, Simon, Mary, Simons, Judith, Simons, Leon A, Sjöström, Michael, Skovbjerg, Sine, Slowikowska-Hilczer, Jolanta, Slusarczyk, Przemyslaw, Smeeth, Liam, Smith, Margaret C, Snijder, Marieke B, So, Hung-Kwan, Sobngwi, Eugène, Söderberg, Stefan, Solfrizzi, Vincenzo, Sonestedt, Emily, Song, Yi, Sørensen, Thorkild I A, Soric, Maroje, Jérome, Charles Sossa, Soumare, Aicha, Staessen, Jan A, Stathopoulou, Maria G, Stavreski, Bill, Steene-Johannessen, Jostein, Stehle, Peter, Stein, Aryeh D, Stergiou, George S, Stessman, Jochanan, Stieber, Jutta, Stöckl, Dori, Stocks, Tanja, Stokwiszewski, Jakub, Stronks, Karien, Strufaldi, Maria Wany, Sun, Chien-An, Sung, Yn-Tz, Suriyawongpaisal, Paibul, Sy, Rody G, Shyong Tai, E, Tammesoo, Mari-Lii, Tamosiunas, Abdona, Tan, Eng Joo, Tang, Xun, Tanser, Frank, Tao, Yong, Tarawneh, Mohammed Rasoul, Tarqui-Mamani, Carolina B, Tautu, Oana-Florentina, Taylor, Anne, Theobald, Holger, Theodoridis, Xenophon, Thijs, Lutgarde, Thuesen, Betina H, Tjonneland, Anne, Tolonen, Hanna K, Tolstrup, Janne S, Topbas, Murat, Topór-Madry, Roman, Tormo, María José, Torrent, Matie, Traissac, Pierre, Trichopoulos, Dimitrio, Trichopoulou, Antonia, Trinh, Oanh T H, Trivedi, Atul, Tshepo, Lechaba, Tulloch-Reid, Marshall K, Tullu, Fikru, Tuomainen, Tomi-Pekka, Tuomilehto, Jaakko, Turley, Maria L, Tynelius, Per, Tzourio, Christophe, Ueda, Peter, Ugel, Eunice E, Ulmer, Hanno, Uusitalo, Hannu M T, Valdivia, Gonzalo, Valvi, Damaskini, van der Schouw, Yvonne T, Van Herck, Koen, Van Minh, Hoang, van Rossem, Lenie, Van Schoor, Natasja M, van Valkengoed, Irene G M, Vanderschueren, Dirk, Vanuzzo, Diego, Vatten, Lar, Vega, Toma, Velasquez-Melendez, Gustavo, Veronesi, Giovanni, Monique Verschuren, W M, Verstraeten, Roosmarijn, Victora, Cesar G, Viet, Lucie, Viikari-Juntura, Eira, Vineis, Paolo, Vioque, Jesu, Virtanen, Jyrki K, Visvikis-Siest, Sophie, Viswanathan, Bharathi, Vlasoff, Tiina, Vollenweider, Peter, Voutilainen, Sari, Wade, Alisha N, Wagner, Aline, Walton, Janette, Wan Bebakar, Wan Mohamad, Wan Mohamud, Wan Nazaimoon, Wanderley, Rildo S, Wang, Ming-Dong, Wang, Qian, Wang, Ya Xing, Wang, Ying-Wei, Wannamethee, S Goya, Wareham, Nichola, Wedderkopp, Niel, Weerasekera, Deepa, Whincup, Peter H, Widhalm, Kurt, Widyahening, Indah S, Wiecek, Andrzej, Wijga, Alet H, Wilks, Rainford J, Willeit, Johann, Willeit, Peter, Williams, Emmanuel A, Wilsgaard, Tom, Wojtyniak, Bogdan, Wong-McClure, Roy A, Wong, Justin Y Y, Wong, Tien Yin, Woo, Jean, Giwercman Wu, Aleksander, Wu, Frederick C, Wu, Shouling, Xu, Haiquan, Yan, Weili, Yang, Xiaoguang, Ye, Xingwang, Yiallouros, Panayiotis K, Yoshihara, Akihiro, Younger-Coleman, Novie O, Yusoff, Ahmad Faudzi, Zainuddin, Ahmad Ali, Zambon, Sabina, Zampelas, Antoni, Zdrojewski, Tomasz, Zeng, Yi, Zhao, Dong, Zhao, Wenhua, Zheng, Wei, Zheng, Yingfeng, Zhu, Dan, Zhussupov, Baurzhan, Zimmermann, Esther, Cisneros, Julio Zuñiga, The State Key Laboratory of Cell Biology [Shanghai, China] (CAS Center for Excellence in Molecular Cell Science), Shanghai Institute of Biochemistry and Cell Biology [Shanghai, China]-University of Chinese Academy of Sciences [Shanghai, China], Imperial College London, University of Kentucky, Middlesex University, Cleveland Clinic, Universidad Peruana Cayetano Heredia (UPCH), Brandeis University, Mulago Hospital [Kampala, Ouganda], Department of Epidemiology and Public Health, Organisation Mondiale de la Santé / World Health Organization Office (OMS / WHO), World Health Organisation (WHO), Al-Quds University, Discipline of Medicine, University of South Australia [Adelaide], Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán - National Institute of Medical Science and Nutrition Salvador Zubiran [Mexico], Leibniz Institute for Prevention Research and Epidemiology - BIPS, Leibniz Association, Centre for Industrial Management, Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven), Epidémiologie des maladies chroniques : impact des interactions gène environnement sur la santé des populations, Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille, Droit et Santé, Institute of Preventive Medicine, Copenhagen University Hospitals, School of Medical Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Dept. Atherosclerose, University of Iceland [Reykjavik], Institute for Biotechnology and Bioengineering (IBB), Technical University of Lisbon, Medical University of Łódź (MUL), Department of Preventive Medicine and Public Health, Universidad Autónoma de Madrid (UAM), Faculté de Médecine de Tunis, Université de Tunis El Manar (UTM), Sunder Lal Jain Hospital, Ufa Eye Research Institute [Bashkortostan], National Institute of Public Health, Department of Epidemiology, Deutsches Institut für Ernährungsforschung Potsdam-Rehbrücke (DifE), Leibniz Association-Leibniz Association, CHU Toulouse [Toulouse], Institute of Social and Preventive Medicine, Lausanne university hospital, Division of Clinical Epidemiology and Aging Research, German Cancer Research Center - Deutsches Krebsforschungszentrum [Heidelberg] (DKFZ), Department of Medical Sciences [Turin, Italy] (DMS), Università degli studi di Torino = University of Turin (UNITO), ASU - School for Engineering of Matter, Transport and Energy, Arizona State University [Tempe] (ASU), Universidade do Porto = University of Porto, University of Oxford [Oxford], Cancer & Radiation Epidemiology Unit, Gertner Institute, Chaim Sheba Medical Center, Consorcio de Investigación Biomédica en Red especializado en Epidemiología y Salud Pública (CIBERESP), Los Centros de Investigación Biomédica en Red (CIBER), 2nd Department of Internal Medicine, Molecular Medicine, Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven)-IRC KULAK, Department of Public Health, State University of Ghent, MRC Lifecourse Epidemiology Unit [Southampton, UK], University of Southampton, Réseau International des Instituts Pasteur (RIIP), Institute of Epidemiology [Neuherberg] (EPI), German Research Center for Environmental Health - Helmholtz Center München (GmbH), Sahlgrenska University Hospital [Gothenburg], Institute of Metabolic Science, MRC, Institut National de Nutrition et de Technologie Alimentaire (INNTA), University of Huddersfield, IMIM-Hospital del Mar, Generalitat de Catalunya, Medstar Research Institute, Queen's University [Belfast] (QUB), Medical Research Council, Applied Sciences, National Research Institute on Food and Nutrition, Epidémiologie et analyses en santé publique : risques, maladies chroniques et handicaps (LEASP), Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National de la Santé et de la Recherche Médicale (INSERM), Infectious diseases division, Department of internal medicine, Washington University in Saint Louis (WUSTL), Innsbruck Medical University [Austria] (IMU), Department of Epidemiology [Rotterdam], Erasmus University Medical Center [Rotterdam] (Erasmus MC), Laboratoire d'Etude des Mammifères Marins (LEMM), Océanopolis [Brest], Faculté de Médecine Henri Warembourg - Université de Lille, Institute of Sport Science and Clinical Biomechanics, University of Southern Denmark (SDU), Icelandic Heart Association, Heart Preventive Clinic and Research Institute, Centro Investig Quim Aplicada, Coahuila, Mexico, Centro Investigacion en Quimica Aplicada, Coahuila, Mexico, University of Geneva [Switzerland], Department of Civil Engineering [Hamirpur], National Institute of Technology [Hamirpur], Health Services Research Unit, Danish Cancer Society, Institute of Cancer Epidemiology, London School of Hygiene and Tropical Medicine (LSHTM), University College of London [London] (UCL), The Georges Institute for International Health, The University of Sydney, School of Information Technology, Deakin University Waurn Ponds, Faculté de Médecine, Université Djilali Liabès [Sidi-Bel-Abbès], Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), CIBER de Epidemiología y Salud Pública (CIBERESP), VU University Medical Center [Amsterdam], Universiteit Gent = Ghent University [Belgium] (UGENT), Faculty of Agricultural and Food Science, American University of Beirut [Beyrouth] (AUB), Åbo Akademi University [Turku], Department of Public Health Sciences, Karolinska Institutet [Stockholm], Great Lakes Institute for Environmental Research, University of Windsor [Ca], Universität Heidelberg [Heidelberg], Research Center for Prevention and Health, University of Ljubljana, Division of Cancer Epidemiology, University of Crete School of medicine, School of Public Health and Clinical Nutrition, University of Eastern Finland, Institute of Epidemiology and Social Medicine, Westfälische Wilhelms-Universität Münster = University of Münster (WWU), Research Institute of Child Nutrition Dortmund, Rheinische Friedrich-Wilhelms-Universität Bonn, Cancer Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge [UK] (CAM), Department of Oncology, University of Tampere Medical School, University of Tampere, Wageningen University and Research [Wageningen] (WUR), Centre for Environmental Health, National Institue of Public Health, School of Public Health, The University of Hong Kong (HKU), Tehran University of Medical Sciences, Istituto Nazionale di Ricerca per gli Alimenti e la Nutrizione (INRAN), INRAN, National University of Singapore (NUS), Faculty of Medicine and Life Sciences [Tampere], University of Tampere [Finland], Centre Européen de Réalité Virtuelle (CERV), École Nationale d'Ingénieurs de Brest (ENIB), Uppsala Universitet [Uppsala], Department of Public Health and Community Medicine, University of Gothenburg (GU), Institute of Earthquake Science, CEA, Beijing, CEA, Beijing, University of Porto Medical School, Laboratoire de Chimie Physique D'Orsay (LCPO), Université Paris-Sud - Paris 11 (UP11)-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS), Aging Program, National research council, Padua, Italy, Baker IDI Heart and Diabetes Institute, Institute of Internal Medicine, Russian Academy of Medical Sciences, Department of Nutrition and Dietetics, Harokopio University, Emory University [Atlanta, GA], Départment of Biotechnology, Faculty of Science, University of Oran Es-Senia [Oran] | Université d'Oran Es-Senia [Oran], Institut National de la Santé et de la Recherche Médicale (INSERM), University of Tartu, Department of Community, Université Ain Shams-Faculty of Medicine-Environmental and Occupational Medicine, Pécsi Tudemányegyetem, Department of Community, Environmental and Occupational Medicine, Université Ain Shams, Research Centre in Physical Activity, Health and Leisure, Nutrition and Metabolism Section, International Agency for Research on Cancer, Bushehr University of Medical Sciences, Institute of Epidemiology and Medical Biometry [Ulm, Allemagne], Universität Ulm - Ulm University [Ulm, Allemagne], Università degli studi di Palermo - University of Palermo, MRc Environmental Epidemiology Unit, Department of Cardiology and Department of Clinical Epidemiology, Aarhus University Hospital, Kumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Department of Epidemiology and Population Studies, Jagiellonian University, Uniwersytet Jagielloński w Krakowie = Jagiellonian University (UJ), Molecular and Nutritional Epidemiology Unit, Cancer Research and Prevention Institute – ISPO, Social Robotics Laboratory, University of Freiburg, Freiburg im Breisgau, Department of Ophthalmology, Universitätsklinikum Mannheim, Medizinische Fakultät Mannheim der Universität Heidelberg, University of Bari Aldo Moro (UNIBA), Department of Cardiology, Eastbourne General Hospital, Julius Center for Health Sciences and Primary Care, University Medical Center [Utrecht], Laboratoire d'Innovation pour les Technologies des Energies Nouvelles et les nanomatériaux (LITEN), Institut National de L'Energie Solaire (INES), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Centre National de la Recherche Scientifique (CNRS), King‘s College London, Public Health Sciences, University of Edinburgh, Movement Disorders and Tourette Centre, Genetica medicala, Victor Babeş University of Medicine and Pharmacy (UMFT), Andrology Unit, United Laboratories of Tartu University Clinics, Tampere University Hospital, Department of Hygiene and Epidemiology, Dept of Epidemiology and Public Health, Department of Epidemiology and Biostatistics, Imperial College London-School of public health, The University of Hong Kong (HKU)-The University of Hong Kong (HKU), Department of Emergency and Cardiovascular Medicine, Sahlgrenska Academy, Institut de Veille Sanitaire (INVS), Department of Epidemiology, Murcia Regional Health Council, Murcia, Spain, parent, Department of Chronic Disease Prevention, National Institute for Health and Welfare [Helsinki], University of São Paulo (USP), Institut de Recherche pour le Développement (IRD [France-Sud]), Institute for plasma research, Institute for Plasma Research, Department of Biosciences and Nutrition, Department of Reproductive Endocrinology, Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam UMC - Academic medical center, Central Hospital and Faculty of medicine and biomedical sciences university, University of Yaoundé [Cameroun], Department of Clinical Sciences, Lund University [Lund]-Lund University Diabetes Centre, School of Computing [Leeds], University of Leeds, Copenhagen University Hospital, Neuroépidémiologie, Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM), Maastricht University [Maastricht], Interactions Gène-Environnement en Physiopathologie Cardio-Vasculaire (IGE-PCV), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lorraine (UL), Applied Food Science, Department of Surgical and Perioperative Sciences, Urology and Andrology, Umeå University, University of Amsterdam, Dept. of Social Medecine, Department of Medical Sciences and Uppsala Clinical Research Center, Uppsala University Hospital, Africa Centre for Health and Population Studies, University of KwaZulu-Natal [Durban, Afrique du Sud] (UKZN)-Medical Research Council of South Africa, Center for Family and Community Medicine, Department of Neurobiology, Care Sciences and Society, Department of Cardiovascular Sciences [Leuven], Cancer Epidemiology Institute, Department of Epidemiology and Health Promotion (MONICA Data Centre), National Public Health Institute, Nutrition et Alimentation des Populations aux Suds (NutriPass), Université Montpellier 1 (UM1)-Institut de Recherche pour le Développement (IRD)-Université Montpellier 2 - Sciences et Techniques (UM2)-Université de Montpellier (UM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Havard School of Public Health, Dept of Hygiene, Epidemiology and Medical Statistics, University of Athens Medical School [Athens], University of Kuopio, Tampere University, University Medical Centre Utrecht, Department of Social Medicine, Amsterdam, Center for Metabolic Bone Diseases, Catholic University of Leuven, Norwegian University of Science and Technology [Trondheim] (NTNU), Norwegian University of Science and Technology (NTNU), Universidad Miguel Hernández [Elche] (UMH), Institute of Public Health and Clinical Nutrition [Kuopio, Finland], Department of Internal Medicine, Centre Hospitalier Universitaire Vaudois [Lausanne] (CHUV), Fédération de Médecine Translationnelle de Strasbourg (FMTS), Université de Strasbourg (UNISTRA), Laboratoire Chrono-environnement - CNRS - UBFC (UMR 6249) (LCE), Centre National de la Recherche Scientifique (CNRS)-Université de Franche-Comté (UFC), Université Bourgogne Franche-Comté [COMUE] (UBFC)-Université Bourgogne Franche-Comté [COMUE] (UBFC), Division of Community Health Sciences, St George's University of London, Medizinische Universität Wien = Medical University of Vienna, Medical University of Silesia (SUM), National Institute for Public Health and the Environment [Bilthoven] (RIVM), University of Innsbruck, National Institute of Hygiene Warsaw, Johns Hopkins University School of Medicine [Baltimore], Food Science and Technology, Beijing Forestry University, College of Automation Engineering, Nanjing University of Aeronautics and Astronautics (CAE-NUAA), NUAA, Chinese Center for Disease Control and Prevention, Department of Applied Mathematics, School of Science, Northwestern Polytechnical University, Xi’an, Shaanxi 710072, Siemens Corporate Research, Siemens AG [Munich], Franche-Comté Électronique Mécanique, Thermique et Optique - Sciences et Technologies (UMR 6174) (FEMTO-ST), Université de Technologie de Belfort-Montbeliard (UTBM)-Ecole Nationale Supérieure de Mécanique et des Microtechniques (ENSMM)-Centre National de la Recherche Scientifique (CNRS)-Université de Franche-Comté (UFC), This work was supported by the Wellcome Trust [101506/Z/13/Z]., NCD Risk Factor Collaboration (NCD-RisC). We thank WHO country and regional offices and the World Heart Federation for support in data identification and access., Universidad Autonoma de Madrid (UAM), University of Turin, Universidade do Porto, Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées, Université Lille 2 - Faculté de Médecine, Westfälische Wilhelms-Universität Münster (WWU), Centre National de la Recherche Scientifique (CNRS)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Centre National de la Recherche Scientifique (CNRS)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Commissariat à l'énergie atomique et aux énergies alternatives (CEA), University of KwaZulu-Natal (UKZN)-Medical Research Council of South Africa, Institut de Recherche pour le Développement (IRD)-Université Montpellier 1 (UM1)-Université Montpellier 2 - Sciences et Techniques (UM2)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Université de Montpellier (UM), Université de Technologie de Belfort-Montbeliard (UTBM)-Ecole Nationale Supérieure de Mécanique et des Microtechniques (ENSMM)-Université de Franche-Comté (UFC), Université Bourgogne Franche-Comté [COMUE] (UBFC)-Université Bourgogne Franche-Comté [COMUE] (UBFC)-Centre National de la Recherche Scientifique (CNRS), Lund University Diabetes Centre-Lund University [Lund], Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro), Medical University of Silesia, Katowice, Apollo - University of Cambridge Repository, University of Kentucky (UK), Centre Hospitalier Universitaire de Toulouse (CHU Toulouse), Lausanne University Hospital, University of Oxford, Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National de la Santé et de la Recherche Médicale (INSERM), Innsbruck Medical University = Medizinische Universität Innsbruck (IMU), Université de Genève = University of Geneva (UNIGE), Deakin University [Waurn Ponds], Universiteit Gent = Ghent University (UGENT), Universität Heidelberg [Heidelberg] = Heidelberg University, Università degli studi di Bari Aldo Moro = University of Bari Aldo Moro (UNIBA), Universidade de São Paulo = University of São Paulo (USP), Lund University [Lund], Laboratoire Chrono-environnement (UMR 6249) (LCE), Leopold Franzens Universität Innsbruck - University of Innsbruck, National Institute of Public Health - National Institute of Hygiene [Poland], Yiallouros, Panayiotis K. [0000-0002-8339-9285], Giampaoli, Simona [0000-0002-6679-1488], Moschonis, George [0000-0003-3009-6675], Papandreou, Dimitrios [0000-0002-4923-484X], Stathopoulou, Maria G. [0000-0003-4376-2083], Stergiou, George S. [0000-0002-6132-0038], Trichopoulou, Antonia [0000-0002-7204-6396], Valvi, Damaskini [0000-0003-4633-229X], Chen, Z, Woodward, M, Key, T, and Smith, M

Subjects
systolic blood pressure, Settore MED/09 - Medicina Interna, blood pressure measurement, HEALTH EXAMINATION SURVEYS, Blood Pressure, Hypertension, Population Health, Global Health, Non-communicable Disease, Epidemiology, [SDV]Life Sciences [q-bio], global health, South Asia, purl.org/pe-repo/ocde/ford#3.03.09 [https], kohonnut verenpaine, Medicine and Health Sciences, middle income country, measurement method, skin and connective tissue diseases, VDP::Medisinske Fag: 700::Klinisk medisinske fag: 750::Kardiologi: 771, Public, Environmental & Occupational Health, adult, Population health, public health, blood pressure regulation, Public Health, Global Health, Social Medicine and Epidemiology, Non-communicable disease, kansainvälinen vertailu, health survey, aged, female, priority journal, Blood pressure, mean arterial pressure, GLOBAL TRENDS, SODIUM-INTAKE, Life Sciences & Biomedicine, survey design, hypertension, prevalence, Global health, UNITED-STATES, URBAN COMMUNITIES, Article, SECULAR TRENDS, Middle East, Central Asia, male, disease prevalence, [SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system, kansanterveys, blood, SYSTEMATIC ANALYSIS, human, verenpainetauti, non-communicable disease, Science & Technology, Pacific Ocean, high income country, diastolic blood pressure, Pacific Rim, Blood Pressure - Epidemiology - Population, North Africa, major clinical study, HYPERTENSION PREVALENCE, verenpaine, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, ARTERIAL-HYPERTENSION, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, POTASSIUM INTAKE, sense organs, trend analysis, trend study, population research, population health, [SDV.MHEP]Life Sciences [q-bio]/Human health and pathology, low income country
Abstract

Background: Change in the prevalence of raised blood pressure could be due to both shifts in the entire distribution of blood pressure (representing the combined effects of public health interventions and secular trends) and changes in its high-blood-pressure tail (representing successful clinical interventions to control blood pressure in the hypertensive population). Our aim was to quantify the contributions of these two phenomena to the worldwide trends in the prevalence of raised blood pressure. Methods: We pooled 1018 population-based studies with blood pressure measurements on 88.6 million participants from 1985 to 2016. We first calculated mean systolic blood pressure (SBP), mean diastolic blood pressure (DBP) and prevalence of raised blood pressure by sex and 10-year age group from 20-29 years to 70-79 years in each study, taking into account complex survey design and survey sample weights, where relevant. We used a linear mixed effect model to quantify the association between (probit-transformed) prevalence of raised blood pressure and age-group-and sex-specific mean blood pressure. We calculated the contributions of change in mean SBP and DBP, and of change in the prevalence-mean association, to the change in prevalence of raised blood pressure. Results: In 2005-16, at the same level of population mean SBP and DBP, men and women in South Asia and in Central Asia, the Middle East and North Africa would have the highest prevalence of raised blood pressure, and men and women in the high-income Asia Pacific and high-income Western regions would have the lowest. In most region-sex-age groups where the prevalence of raised blood pressure declined, one half or more of the decline was due to the decline in mean blood pressure. Where prevalence of raised blood pressure has increased, the change was entirely driven by increasing mean blood pressure, offset partly by the change in the prevalence-mean association. Conclusions: Change in mean blood pressure is the main driver of the worldwide change in the prevalence of raised blood pressure, but change in the high-blood-pressure tail of the distribution has also contributed to the change in prevalence, especially in older age groups., This work was supported by the Wellcome Trust [101506/Z/13/Z].

Published
2018

25. Predictive value for cardiovascular events of common carotid intima media thickness and its rate of change in individuals at high cardiovascular risk – Results from the PROG-IMT collaboration

Author

Sathanur R. Srinivasan, Christine Espinola-Klein, Albert Hofman, Jing Liu, Eric de Groot, Tomi-Pekka Tuomainen, Helmuth Steinmetz, Ta-Chen Su, Carmen Suárez, Maria Rosvall, Stela McLachlan, Raffaele Izzo, Marcus Dörr, Liliana Grigore, Gunnar Engström, Stein Harald Johnsen, David Yanez, Giel Nijpels, Giuseppe Danilo Norata, Fabrizio Veglia, Matthias W. Lorenz, Dong Zhao, Lu Gao, Wuxiang Xie, Damiano Baldassarre, Mauro Amato, Ellisiv B. Mathiesen, Michiel L. Bots, Dirk Sander, Joseph F. Polak, Matthieu Plichart, Holger Poppert, Matthias Sitzer, Ralph L. Sacco, Irene Schmidtmann, Heiko Uthoff, Manuel F. Landecho, Horst Bickel, Gerald S. Berenson, Oscar H. Franco, Bo Hedblad, Kazuo Kitagawa, Daniel Staub, Jackie F. Price, Caroline Schmidt, Alberico L. Catapano, Tatjana Rundek, Thapat Wannarong, M. Arfan Ikram, Kathrin Ziegelbauer, Alfonso Friera, Francesco Rozza, Kimmo Ronkainen, Jacqueline M. Dekker, Peter Willeit, Samuela Castelnuovo, Coen D.A. Stehouwer, Shuhei Okazaki, Pierre Ducimetière, Stefan Blankenberg, Johann Willeit, Oscar Beloqui, Maryam Kavousi, Henry Völzke, Kuo-Liong Chien, Grace Parraga, Bernhard Iglseder, Rafael Gabriel, Lena Bokemark, Stefan Kiechl, Cesare R. Sirtori, Göran Bergström, Jussi Kauhanen, Simon G. Thompson, Nicola De Luca, Lars Lind, Jean Philippe Empana, Moïse Desvarieux, Ulf Schminke, Hung-Ju Lin, Elena Tremoli, Lorenz, Matthias W, Gao, Lu, Ziegelbauer, Kathrin, Norata, Giuseppe Danilo, Empana, Jean Philippe, Schmidtmann, Irene, Lin, Hung-Ju, Mclachlan, Stela, Bokemark, Lena, Ronkainen, Kimmo, Amato, Mauro, Schminke, Ulf, Srinivasan, Sathanur R, Lind, Lar, Okazaki, Shuhei, Stehouwer, Coen D A, Willeit, Peter, Polak, Joseph F, Steinmetz, Helmuth, Sander, Dirk, Poppert, Holger, Desvarieux, Moise, Ikram, M Arfan, Johnsen, Stein Harald, Staub, Daniel, Sirtori, Cesare R, Iglseder, Bernhard, Beloqui, Oscar, Engström, Gunnar, Friera, Alfonso, Rozza, Francesco, Xie, Wuxiang, Parraga, Grace, Grigore, Liliana, Plichart, Matthieu, Blankenberg, Stefan, Su, Ta-Chen, Schmidt, Caroline, Tuomainen, Tomi-Pekka, Veglia, Fabrizio, Völzke, Henry, Nijpels, Giel, Willeit, Johann, Sacco, Ralph L, Franco, Oscar H, Uthoff, Heiko, Hedblad, Bo, Suarez, Carmen, Izzo, Raffaele, Zhao, Dong, Wannarong, Thapat, Catapano, Alberico, Ducimetiere, Pierre, Espinola-Klein, Christine, Chien, Kuo-Liong, Price, Jackie F, Bergström, Göran, Kauhanen, Jussi, Tremoli, Elena, Dörr, Marcu, Berenson, Gerald, Kitagawa, Kazuo, Dekker, Jacqueline M, Kiechl, Stefan, Sitzer, Matthia, Bickel, Horst, Rundek, Tatjana, Hofman, Albert, Mathiesen, Ellisiv B, Castelnuovo, Samuela, Landecho, Manuel F, Rosvall, Maria, Gabriel, Rafael, de Luca, Nicola, Liu, Jing, Baldassarre, Damiano, Kavousi, Maryam, de Groot, Eric, Bots, Michiel L, Yanez, David N, Thompson, Simon G, Lorenz, Matthias W [0000-0002-7565-1751], Apollo - University of Cambridge Repository, General practice, APH - Health Behaviors & Chronic Diseases, Epidemiology and Data Science, Interne Geneeskunde, RS: CARIM - R3.01 - Vascular complications of diabetes and the metabolic syndrome, MUMC+: HVC Pieken Maastricht Studie (9), MUMC+: MA Interne Geneeskunde (3), Epidemiology, Neurology, Radiology & Nuclear Medicine, Pirro, Matteo, and PROG-IMT study group

Subjects
Male, Myocardial Infarction, lcsh:Medicine, PROGRESSION, Cardiovascular Medicine, 030204 cardiovascular system & hematology, Vascular Medicine, Biochemistry, Carotid Intima-Media Thickness, Geographical locations, DISEASE, 0302 clinical medicine, Risk Factors, Germany, Medicine and Health Sciences, Medicine, Cardiac and Cardiovascular Systems, Myocardial infarction, skin and connective tissue diseases, lcsh:Science, ARTERY INTIMA, Stroke, Intersectoral Collaboration, POPULATION, Cardiovascular Diseases/diagnosis, METABOLIC SYNDROME, education.field_of_study, Kardiologi, Multidisciplinary, Agricultural and Biological Sciences(all), VDP::Medical disciplines: 700::Clinical medical disciplines: 750, Hazard ratio, VDP::Medisinske Fag: 700::Klinisk medisinske fag: 750, Middle Aged, Prognosis, Predictive value, 3. Good health, Europe, Neurology, Italy, Cardiovascular Diseases, HYPERTENSIVE MEN, Cardiology, cardiovascular system, Female, Research Article, medicine.medical_specialty, High cardiovascular risk, Cerebrovascular Diseases, Science, Population, 030209 endocrinology & metabolism, ATHEROSCLEROSIS RISK, Arbetsmedicin och miljömedicin, 03 medical and health sciences, Carotid intima media thickness (CIMT), Internal medicine, Humans, European Union, ddc:610, cardiovascular diseases, education, Aged, Sweden, Biochemistry, Genetics and Molecular Biology(all), Proportional hazards model, business.industry, lcsh:R, Health Risk Analysis, Correction, Occupational Health and Environmental Health, Atherosclerosis, medicine.disease, Confidence interval, Health Care, Intima-media thickness, MYOCARDIAL-INFARCTION, Medical Biophysics, lcsh:Q, VASCULAR RISK, sense organs, Carotid intima media thickness , Cardiovascular risk, People and places, Metabolic syndrome, business, FOLLOW-UP, 030217 neurology & neurosurgery, Genetics and Molecular Biology(all)
Abstract

AIMS: Carotid intima media thickness (CIMT) predicts cardiovascular (CVD) events, but the predictive value of CIMT change is debated. We assessed the relation between CIMT change and events in individuals at high cardiovascular risk. METHODS AND RESULTS: From 31 cohorts with two CIMT scans (total n = 89070) on average 3.6 years apart and clinical follow-up, subcohorts were drawn: (A) individuals with at least 3 cardiovascular risk factors without previous CVD events, (B) individuals with carotid plaques without previous CVD events, and (C) individuals with previous CVD events. Cox regression models were fit to estimate the hazard ratio (HR) of the combined endpoint (myocardial infarction, stroke or vascular death) per standard deviation (SD) of CIMT change, adjusted for CVD risk factors. These HRs were pooled across studies. In groups A, B and C we observed 3483, 2845 and 1165 endpoint events, respectively. Average common CIMT was 0.79mm (SD 0.16mm), and annual common CIMT change was 0.01mm (SD 0.07mm), both in group A. The pooled HR per SD of annual common CIMT change (0.02 to 0.43mm) was 0.99 (95% confidence interval: 0.95-1.02) in group A, 0.98 (0.93-1.04) in group B, and 0.95 (0.89-1.04) in group C. The HR per SD of common CIMT (average of the first and the second CIMT scan, 0.09 to 0.75mm) was 1.15 (1.07-1.23) in group A, 1.13 (1.05-1.22) in group B, and 1.12 (1.05-1.20) in group C. CONCLUSIONS: We confirm that common CIMT is associated with future CVD events in individuals at high risk. CIMT change does not relate to future event risk in high-risk individuals. The PROG-IMT project, which includes this publication, has been funded by the German Research Foundation (Deutsche Forschungsgemeinschaft, www.dfg.de) under the grants DFG Lo 1569/2-1 and DFG Lo 1569/2-3, received by MWL. The DFG had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. Simon Thompson is supported by the British heart Foundation (CH/12/2/29428). Some of the contributing studies were funded by different parties, as listed in the acknowledgement section. Here, too, the funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. Sí

Published
2018

26. Protein-altering variants associated with body mass index implicate pathways that control energy intake and expenditure in obesity

Author

Alison Pattie, Ailith Pirie, Francis S. Collins, Charles Kooperberg, Nienke van Leeuwen, Carmel Moore, Sharon L.R. Kardia, Neil R. Robertson, Lisa Bastarache, Allan Linneberg, Peter T. Campbell, Helena Kuivaniemi, Struan F.A. Grant, Sascha Fauser, Sekar Kathiresan, Lars Lind, Erin B. Ware, Olli T. Raitakari, Dawn M. Waterworth, James G. Wilson, Markus Perola, Chris J. Packard, Michelle L. O'Donoghue, Fredrik Karpe, Roel A. Ophoff, Sailaja Vedantam, Artitaya Lophatananon, Uwe Völker, Emmanouil Tsafantakis, Hakon Hakonarson, Dajiang J. Liu, Craig E. Pennell, Xueling Sim, Jennifer E. Huffman, Sandosh Padmanabhan, Digna R. Velez Edwards, Michiel L. Bots, Ayush Giri, Renée de Mutsert, Emanuele Di Angelantonio, Nicholas J. Wareham, Jin Li, Gail P. Jarvik, Evangelos Evangelou, Anne Tybjærg-Hansen, Patricia B. Munroe, Penny Gordon-Larsen, Lia E. Bang, Ivan Brandslund, Hester M. den Ruijter, Jussi Hernesniemi, Nancy L. Heard-Costa, Angela L. Mazul, Jonathan Tyrer, Danish Saleheen, Mark J. Caulfield, John Andrew Pospisilik, Annette Peters, Caroline Hayward, Iris M. Heid, J. Wouter Jukema, Valérie Turcot, Matt Neville, Rudolf Uher, Patricia A. Peyser, Jessica D. Faul, Asif Rasheed, Shuai Wang, John C. Chambers, Jordi Corominas Galbany, Murray H. Brilliant, Yucheng Jia, Torben Hansen, Veikko Salomaa, Mary F. Feitosa, Mathias Gorski, Li-An Lin, George Dedoussis, Honghuang Lin, Ethan M. Lange, Veronique Vitart, Bratati Kahali, Alexander Teumer, Jerome I. Rotter, Wayne H-H Sheu, Vilmantas Giedraitis, Aliki-Eleni Farmaki, Lorraine Southam, Ele Ferrannini, Anette P. Gjesing, Krina T. Zondervan, Stavroula Kanoni, David J. Roberts, Rebecca S. Fine, Svati H. Shah, Tugce Karaderi, Claudia Langenberg, Stefan Johansson, Elizabeth K. Speliotes, Alexander P. Reiner, Ching-Ti Liu, Yiqin Wang, Pål R. Njølstad, Gabriel Cuellar-Partida, Amanda J. Cox, Tim D. Spector, Paul W. Franks, Anke Tönjes, John D. Rioux, Jeffrey Haessler, Paul L. Auer, Ingrid B. Borecki, Deborah J. Thompson, Weihua Zhang, John R. B. Perry, Paul Elliott, Folkert W. Asselbergs, Myriam Fornage, Ken Sin Lo, Marie Moitry, Paul Mitchell, Martin den Heijer, Zoltán Kutalik, Tune H. Pers, Kari Stefansson, Kari Kuulasmaa, Robert E. Schoen, Mark C.H. De Groot, Laura M. Yerges-Armstrong, Jing Hua Zhao, Beverley Balkau, Peggy L. Peissig, Michael Boehnke, Janie Corley, Katharine R. Owen, Unnur Thorsteinsdottir, Naveed Sattar, Sita H. Vermeulen, Thomas N. Person, Mark I. McCarthy, Paul I.W. de Bakker, David Lamparter, Poorva Mudgal, Nicholette D. Palmer, Maria Karaleftheri, Jan-Håkan Jansson, Ozren Polasek, Ruth J. F. Loos, Daniel R. Witte, Dermot F. Reilly, Anubha Mahajan, Stella Trompet, James A. Perry, Yingchang Lu, Claudia Schurmann, Yii-Der Ida Chen, Hidetoshi Kitajima, Dale R. Nyholt, John Danesh, Pamela J. Schreiner, Narisu Narisu, Jose C. Florez, Adelheid Lempradl, Gerome Breen, Torben Jørgensen, Anu Loukola, Joe Dennis, Hans-Jörgen Grabe, Vilmundur Gudnason, Timo A. Lakka, Heather M. Highland, Sven Bergmann, Marie-Pierre Dubé, Giovanni Veronesi, Martina Müller-Nurasyid, Jaakko Tuomilehto, Nele Friedrich, Joel N. Hirschhorn, Pia R. Kamstrup, Nilesh J. Samani, Josh C. Denny, Mika Kähönen, Massimiliano Cocca, Liang Sun, Karina Meidtner, Carsten A. Böger, Sara M. Willems, Marcelo P. Segura-Lepe, Johanna Kuusisto, Hanieh Yaghootkar, Konstantin Strauch, Ruth Frikke-Schmidt, Jane Gibson, Matti Uusitupa, Oscar H. Franco, Yongmei Liu, Heather M. Stringham, Rohit Varma, Grant W. Montgomery, Dennis O. Mook-Kanamori, Stefania Cappellani, Paul L. Huang, Albert V. Smith, Eric Kim, Anke R. Hammerschlag, Katherine S. Ruth, Carolina Medina-Gomez, Gerard Pasterkamp, Cristen J. Willer, Alisa K. Manning, Frida Renström, René S. Kahn, Lili Milani, Feijie Wang, Tessel E. Galesloot, Fernando Rivadeneira, Leo-Pekka Lyytikäinen, Adam S. Butterworth, Tamara B. Harris, Matthew A. Allison, Paul M. Ridker, David J. Carey, Todd L. Edwards, Panos Deloukas, Xiuqing Guo, Lawrence F. Bielak, Leena Moilanen, Heiner Boeing, Peter Kovacs, Karen L. Mohlke, Myriam Rheinberger, Cramer Christensen, Betina H. Thuesen, Mike A. Nalls, Erik Ingelsson, Nicholas G. D. Masca, Colin N. A. Palmer, Audrey E. Hendricks, Linda Broer, Vanisha Mistry, Praveen Surendran, Audrey Y. Chu, Rainer Rauramaa, Angela D'Eustacchio, Helen Griffiths, Satu Männistö, Patrick T. Ellinor, Terho Lehtimäki, Katherine E. Tansey, I. Sadaf Farooqi, Gaëlle Marenne, Anneke I. den Hollander, Jessica van Setten, Hannu Puolijoki, Tinca J. C. Polderman, Timothy M. Frayling, Niels Grarup, Eric Boerwinkle, Gonçalo R. Abecasis, Adam E. Locke, Mengmeng Du, Manuel A. Rivas, Philippe Amouyel, Jaakko Kaprio, Leslie A. Lange, Loes M. Olde Loohuis, Trevor A. Mori, Lambertus A. Kiemeney, Wei Zhao, Eva Rb Petersen, Huaixing Li, Thomas W. Winkler, Tellervo Korhonen, Kathleen Stirrups, Jean Ferrières, Wei Zhou, Ian J. Deary, Guillaume Lettre, M. Arfan Ikram, Alex W. Hewitt, Marit E. Jørgensen, Ian Ford, Liang He, Mark Walker, Stefan Gustafsson, Andre Franke, Yao Hu, Jaana Lindström, Jonathan P. Bradfield, Anne E. Justice, Kristin L. Young, Sander W. van der Laan, Shuang Feng, Yadav Sapkota, Douglas F. Easton, Cornelia M. van Duijn, Amy J. Swift, Kjell Nikus, Helen R. Warren, Christian Theil Have, Wei Gan, Steven A. Lubitz, Harvey D. White, Pirjo Komulainen, John M. Starr, Jeffrey R. O'Connel, Anette Varbo, Daniel I. Chasman, Ruifang Li-Gao, Lynne E. Wagenknecht, Matthias Blüher, Xiaowei Zhan, Thomas F. Vogt, Eleftheria Zeggini, Tamuno Alfred, Katja K.H. Aben, Lars Wallentin, Joanna M. M. Howson, Jie Yao, Eulalia Catamo, Henrik Vestergaard, Gina M. Peloso, Markku Laakso, Matthias B. Schulze, Hayato Tada, Jennifer Wessel, Andrew R. Wood, Erwin P. Bottinger, Cora E. Lewis, Robin Young, Carol A. Wang, Oddgeir L. Holmen, Andrew J. Slater, Jean-Claude Tardif, Xu Lin, Inês Barroso, Gail Davies, Tibor V. Varga, Andrew J. Lotery, Igor Rudan, Andrew T. Hattersley, Michael Stumvoll, David Ellinghaus, Andrew C. Heath, Frank Kee, Christopher P. Nelson, Donald W. Bowden, Alison M. Dunning, Marianne Benn, Oluf Pedersen, Amber A. Burt, Aniruddh P. Patel, G. Kees Hovingh, David S. Crosslin, Gorm B. Jensen, Keng-Hung Lin, Dewan S. Alam, Jian'an Luan, Ying Wu, Tõnu Esko, Kathleen Mullan Harris, Antonietta Robino, Anne U. Jackson, Eirini Marouli, Robert A. Scott, Jette Bork-Jensen, Olov Rolandsson, Nanette R. Lee, Gerard Tromp, Megan L. Grove, Suthesh Sivapalaratnam, Sameer E. Al-Harthi, Roberta McKean-Cowdin, Paolo Gasparini, Ellen W. Demerath, Marco Brumat, Maggie C.Y. Ng, Børge G. Nordestgaard, Kari E. North, Rajiv Chowdhury, Mauno Vanhala, Andrew P. Morris, Sarah E. Medland, Sune F. Nielsen, Ilaria Gandin, Øyvind Helgeland, James P. Cook, Kent D. Taylor, Andrew D. Morris, Gudmar Thorleifsson, André G. Uitterlinden, Pang Yao, Valgerdur Steinthorsdottir, Eric B. Larson, Kerrin S. Small, Cecilia M. Lindgren, Dragana Vuckovic, Mariaelisa Graff, Fotios Drenos, Jaspal S. Kooner, Schurmann, Claudia [0000-0003-4158-9192], Justice, Anne E [0000-0002-8903-8712], Giri, Ayush [0000-0002-7786-4670], Locke, Adam E [0000-0001-6227-198X], Young, Kristin L [0000-0003-0070-6145], Medina-Gomez, Carolina [0000-0001-7999-5538], Winkler, Thomas W [0000-0003-0292-5421], Zeggini, Eleftheria [0000-0003-4238-659X], Zhao, Wei [0000-0002-8301-9297], Zondervan, Krina T [0000-0002-0275-9905], Pospisilik, John A [0000-0002-9745-0977], Rivadeneira, Fernando [0000-0001-9435-9441], Deloukas, Panos [0000-0001-9251-070X], Apollo - University of Cambridge Repository, Vascular Medicine, ACS - Amsterdam Cardiovascular Sciences, ACS - Atherosclerosis & ischemic syndromes, Internal Medicine, Epidemiology, Obstetrics & Gynecology, Radiology & Nuclear Medicine, CHD Exome+ Consortium, EPIC-CVD Consortium, ExomeBP Consortium, Global Lipids Genetic Consortium, GoT2D Genes Consortium, EPIC InterAct Consortium, INTERVAL Study, ReproGen Consortium, T2D-Genes Consortium, MAGIC Investigators, Understanding Society Scientific Group, Biological Psychology, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, British Heart Foundation, Wellcome Trust, Medical Research Council (MRC), National Institute for Health Research, Home Office, National Institutes of Health, Imperial College Healthcare NHS Trust- BRC Funding, Turcot, Valérie, Lu, Yingchang, Highland, Heather M., Schurmann, Claudia, Justice, Anne E., Fine, Rebecca S., Bradfield, Jonathan P., Esko, Tõnu, Giri, Ayush, Graff, Mariaelisa, Guo, Xiuqing, Hendricks, Audrey E., Karaderi, Tugce, Lempradl, Adelheid, Locke, Adam E., Mahajan, Anubha, Marouli, Eirini, Sivapalaratnam, Suthesh, Young, Kristin L., Alfred, Tamuno, Feitosa, Mary F., Masca, Nicholas G. D., Manning, Alisa K., Medina-Gomez, Carolina, Mudgal, Poorva, Ng, Maggie C. Y., Reiner, Alex P., Vedantam, Sailaja, Willems, Sara M., Winkler, Thomas W., Abecasis, Gonçalo, Aben, Katja K., Alam, Dewan S., Alharthi, Sameer E., Allison, Matthew, Amouyel, Philippe, Asselbergs, Folkert W., Auer, Paul L., Balkau, Beverley, Bang, Lia E., Barroso, Inê, Bastarache, Lisa, Benn, Marianne, Bergmann, Sven, Bielak, Lawrence F., Blüher, Matthia, Boehnke, Michael, Boeing, Heiner, Boerwinkle, Eric, Böger, Carsten A., Bork-Jensen, Jette, Bots, Michiel L., Bottinger, Erwin P., Bowden, Donald W., Brandslund, Ivan, Breen, Gerome, Brilliant, Murray H., Broer, Linda, Brumat, Marco, Burt, Amber A., Butterworth, Adam S., Campbell, Peter T., Cappellani, Stefania, Carey, David J., Catamo, Eulalia, Caulfield, Mark J., Chambers, John C., Chasman, Daniel I., Chen, Yii-Der I., Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y., Cocca, Massimiliano, Collins, Francis S., Cook, James P., Corley, Janie, Corominas Galbany, Jordi, Cox, Amanda J., Crosslin, David S., Cuellar-Partida, Gabriel, D'Eustacchio, Angela, Danesh, John, Davies, Gail, Bakker, Paul I. W., Groot, Mark C. H., Mutsert, Renée, Deary, Ian J., Dedoussis, George, Demerath, Ellen W., Heijer, Martin, Hollander, Anneke I., Ruijter, Hester M., Dennis, Joe G., Denny, Josh C., Angelantonio, Emanuele, Drenos, Fotio, Du, Mengmeng, Dubé, Marie-Pierre, Dunning, Alison M., Easton, Douglas F., Edwards, Todd L., Ellinghaus, David, Ellinor, Patrick T., Elliott, Paul, Evangelou, Evangelo, Farmaki, Aliki-Eleni, Farooqi, I. Sadaf, Faul, Jessica D., Fauser, Sascha, Feng, Shuang, Ferrannini, Ele, Ferrieres, Jean, Florez, Jose C., Ford, Ian, Fornage, Myriam, Franco, Oscar H., Franke, Andre, Franks, Paul W., Friedrich, Nele, Frikke-Schmidt, Ruth, Galesloot, Tessel E., Gan, Wei, Gandin, Ilaria, Gasparini, Paolo, Gibson, Jane, Giedraitis, Vilmanta, Gjesing, Anette P., Gordon-Larsen, Penny, Gorski, Mathia, Grabe, Hans-Jörgen, Grant, Struan F. A., Grarup, Niel, Griffiths, Helen L., Grove, Megan L., Gudnason, Vilmundur, Gustafsson, Stefan, Haessler, Jeff, Hakonarson, Hakon, Hammerschlag, Anke R., Hansen, Torben, Harris, Kathleen Mullan, Harris, Tamara B., Hattersley, Andrew T., Have, Christian T., Hayward, Caroline, He, Liang, Heard-Costa, Nancy L., Heath, Andrew C., Heid, Iris M., Helgeland, Øyvind, Hernesniemi, Jussi, Hewitt, Alex W., Holmen, Oddgeir L., Hovingh, G. Kee, Howson, Joanna M. M., Hu, Yao, Huang, Paul L., Huffman, Jennifer E., Ikram, M. Arfan, Ingelsson, Erik, Jackson, Anne U., Jansson, Jan-Håkan, Jarvik, Gail P., Jensen, Gorm B., Jia, Yucheng, Johansson, Stefan, Jørgensen, Marit E., Jørgensen, Torben, Jukema, J. Wouter, Kahali, Bratati, Kahn, René S., Kähönen, Mika, Kamstrup, Pia R., Kanoni, Stavroula, Kaprio, Jaakko, Karaleftheri, Maria, Kardia, Sharon L. R., Karpe, Fredrik, Kathiresan, Sekar, Kee, Frank, Kiemeney, Lambertus A., Kim, Eric, Kitajima, Hidetoshi, Komulainen, Pirjo, Kooner, Jaspal S., Kooperberg, Charle, Korhonen, Tellervo, Kovacs, Peter, Kuivaniemi, Helena, Kutalik, Zoltán, Kuulasmaa, Kari, Kuusisto, Johanna, Laakso, Markku, Lakka, Timo A., Lamparter, David, Lange, Ethan M., Lange, Leslie A., Langenberg, Claudia, Larson, Eric B., Lee, Nanette R., Lehtimäki, Terho, Lewis, Cora E., Li, Huaixing, Li, Jin, Li-Gao, Ruifang, Lin, Honghuang, Lin, Keng-Hung, Lin, Li-An, Lin, Xu, Lind, Lar, Lindström, Jaana, Linneberg, Allan, Liu, Ching-Ti, Liu, Dajiang J., Liu, Yongmei, Lo, Ken S., Lophatananon, Artitaya, Lotery, Andrew J., Loukola, Anu, Luan, Jian'An, Lubitz, Steven A., Lyytikäinen, Leo-Pekka, Männistö, Satu, Marenne, Gaëlle, Mazul, Angela L., Mccarthy, Mark I., McKean-Cowdin, Roberta, Medland, Sarah E., Meidtner, Karina, Milani, Lili, Mistry, Vanisha, Mitchell, Paul, Mohlke, Karen L., Moilanen, Leena, Moitry, Marie, Montgomery, Grant W., Mook-Kanamori, Dennis O., Moore, Carmel, Mori, Trevor A., Morris, Andrew D., Morris, Andrew P., Müller-Nurasyid, Martina, Munroe, Patricia B., Nalls, Mike A., Narisu, Narisu, Nelson, Christopher P., Neville, Matt, Nielsen, Sune F., Nikus, Kjell, Njølstad, Pål R., Nordestgaard, Børge G., Nyholt, Dale R., O'Connel, Jeffrey R., O'Donoghue, Michelle L., Olde Loohuis, Loes M., Ophoff, Roel A., Owen, Katharine R., Packard, Chris J., Padmanabhan, Sandosh, Palmer, Colin N. A., Palmer, Nicholette D., Pasterkamp, Gerard, Patel, Aniruddh P., Pattie, Alison, Pedersen, Oluf, Peissig, Peggy L., Peloso, Gina M., Pennell, Craig E., Perola, Marku, Perry, James A., Perry, John R. B., Pers, Tune H., Person, Thomas N., Peters, Annette, Petersen, Eva R. B., Peyser, Patricia A., Pirie, Ailith, Polasek, Ozren, Polderman, Tinca J., Puolijoki, Hannu, Raitakari, Olli T., Rasheed, Asif, Rauramaa, Rainer, Reilly, Dermot F., Renström, Frida, Rheinberger, Myriam, Ridker, Paul M., Rioux, John D., Rivas, Manuel A., Roberts, David J., Robertson, Neil R., Robino, Antonietta, Rolandsson, Olov, Rudan, Igor, Ruth, Katherine S., Saleheen, Danish, Salomaa, Veikko, Samani, Nilesh J., Sapkota, Yadav, Sattar, Naveed, Schoen, Robert E., Schreiner, Pamela J., Schulze, Matthias B., Scott, Robert A., Segura-Lepe, Marcelo P., Shah, Svati H., Sheu, Wayne H. -H., Sim, Xueling, Slater, Andrew J., Small, Kerrin S., Smith, Albert V., Southam, Lorraine, Spector, Timothy D., Speliotes, Elizabeth K., Starr, John M., Stefansson, Kari, Steinthorsdottir, Valgerdur, Stirrups, Kathleen E., Strauch, Konstantin, Stringham, Heather M., Stumvoll, Michael, Sun, Liang, Surendran, Praveen, Swift, Amy J., Tada, Hayato, Tansey, Katherine E., Tardif, Jean-Claude, Taylor, Kent D., Teumer, Alexander, Thompson, Deborah J., Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Thuesen, Betina H., Tönjes, Anke, Tromp, Gerard, Trompet, Stella, Tsafantakis, Emmanouil, Tuomilehto, Jaakko, Tybjaerg-Hansen, Anne, Tyrer, Jonathan P., Uher, Rudolf, Uitterlinden, André G., Uusitupa, Matti, Laan, Sander W., Duijn, Cornelia M., Leeuwen, Nienke, Van Setten, Jessica, Vanhala, Mauno, Varbo, Anette, Varga, Tibor V., Varma, Rohit, Velez Edwards, Digna R., Vermeulen, Sita H., Veronesi, Giovanni, Vestergaard, Henrik, Vitart, Veronique, Vogt, Thomas F., Völker, Uwe, Vuckovic, Dragana, Wagenknecht, Lynne E., Walker, Mark, Wallentin, Lar, Wang, Feijie, Wang, Carol A., Wang, Shuai, Wang, Yiqin, Ware, Erin B., Wareham, Nicholas J., Warren, Helen R., Waterworth, Dawn M., Wessel, Jennifer, White, Harvey D., Willer, Cristen J., Wilson, James G., Witte, Daniel R., Wood, Andrew R., Wu, Ying, Yaghootkar, Hanieh, Yao, Jie, Yao, Pang, Yerges-Armstrong, Laura M., Young, Robin, Zeggini, Eleftheria, Zhan, Xiaowei, Zhang, Weihua, Zhao, Jing Hua, Zhao, Wei, Zhou, Wei, Zondervan, Krina T, Rotter, Jerome I., Pospisilik, John A., Rivadeneira, Fernando, Borecki, Ingrid B., Deloukas, Pano, Frayling, Timothy M., Lettre, Guillaume, North, Kari E., Lindgren, Cecilia M., Hirschhorn, Joel N., Loos, Ruth J. F., Internal medicine, AGEM - Endocrinology, metabolism and nutrition, Amsterdam Movement Sciences - Rehabilitation & Development, Amsterdam Movement Sciences - Restoration and Development, APH - Aging & Later Life, Physiology, and VU University medical center

Subjects
0301 basic medicine, Male, ReproGen Consortium, MathematicsofComputing_GENERAL, Genome-wide association study, medicine.disease_cause, Sensory disorders Donders Center for Medical Neuroscience [Radboudumc 12], Body Mass Index, genetics [Obesity], 0302 clinical medicine, Gene Frequency, Glucose homeostasis, Adult, Animals, Drosophila/genetics, Energy Intake/genetics, Energy Metabolism/genetics, Female, Genetic Variation, Humans, Obesity/genetics, Proteins/genetics, Syndrome, 11 Medical and Health Sciences, 2. Zero hunger, Genetics, Genetics & Heredity, Mutation, CHD Exome+ Consortium, body mass index, TheoryofComputation_GENERAL, T2D-Genes Consortium, GENOME-WIDE ASSOCIATION, MELANOCORTIN-4 RECEPTOR GENE, DONEPEZIL 23 MG, FRAMESHIFT MUTATION, GLUCOSE-HOMEOSTASIS, HYPOTHALAMIC AMPK, CODING VARIANTS, BLOOD-PRESSURE, RARE, LOCI, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], Drosophila, ExomeBP Consortium, Life Sciences & Biomedicine, INTERVAL Study, Understanding Society Scientific Group, EPIC InterAct Consortium, genetics [Energy Metabolism], Biology, EPIC-CVD Consortium, Frameshift mutation, 03 medical and health sciences, MAGIC Investigators, All institutes and research themes of the Radboud University Medical Center, Genetic, SDG 3 - Good Health and Well-being, ddc:570, genetics [Drosophila], medicine, Journal Article, Global Lipids Genetic Consortium, Obesity, Gene, Allele frequency, Genetic association, Science & Technology, Proteins, 06 Biological Sciences, genetics [Proteins], Minor allele frequency, 030104 developmental biology, GoT2D Genes Consortium, Energy Intake, Energy Metabolism, genetics [Energy Intake], 030217 neurology & neurosurgery, Developmental Biology
Abstract

Genome-wide association studies (GWAS) have identified >250 loci for body mass index (BMI), implicating pathways related to neuronal biology. Most GWAS loci represent clusters of common, noncoding variants from which pinpointing causal genes remains challenging. Here we combined data from 718,734 individuals to discover rare and low-frequency (minor allele frequency (MAF) < 5%) coding variants associated with BMI. We identified 14 coding variants in 13 genes, of which 8 variants were in genes (ZBTB7B, ACHE, RAPGEF3, RAB21, ZFHX3, ENTPD6, ZFR2 and ZNF169) newly implicated in human obesity, 2 variants were in genes (MC4R and KSR2) previously observed to be mutated in extreme obesity and 2 variants were in GIPR. The effect sizes of rare variants are ~10 times larger than those of common variants, with the largest effect observed in carriers of an MC4R mutation introducing a stop codon (p.Tyr35Ter, MAF = 0.01%), who weighed ~7 kg more than non-carriers. Pathway analyses based on the variants associated with BMI confirm enrichment of neuronal genes and provide new evidence for adipocyte and energy expenditure biology, widening the potential of genetically supported therapeutic targets in obesity.

Published
2018

27. Genetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits

Author

Olle Melander, Niek Verweij, Uwe Völker, Morris A. Swertz, Seppo Koskinen, David Conen, Lars Lind, Rossella Sorice, Philippe Amouyel, Andres Metspalu, David J. Stott, Marty Larson, Francis S. Collins, Ozren Polasek, Paul F. O'Reilly, Albertine J. Oldehinkel, Evangelos Evangelou, Pekka Jousilahti, Michela Traglia, Tineka Blake, John Attia, Bruce M. Psaty, Massimo Mangino, Alison Pattie, Marco Brumat, Dorret I. Boomsma, Harry Campbell, Daniel I. Chasman, Tõnu Esko, Wei-Yu Lin, Rodney J. Scott, Marjo-Riitta Järvelin, Guillaume Paré, Adriana M. Hung, Marina Evangelou, Quang Tri Nguyen, Markus Perola, Kenneth Rice, Yong Qian, Antonietta Robino, Anne U. Jackson, Ian J. Deary, Mika Kähönen, Cristina Menni, Veronique Vitart, Igor Rudan, Ganesh Chauhan, Aravinda Chakravarti, Jennifer E. Huffman, John M. Starr, Anubha Mahajan, Christopher Newton-Cheh, Peter Almgren, Yuri Milaneschi, Jacklyn N. Hellwege, Roby Joehanes, Christopher P. Nelson, Eleftheria Zeggini, Elizabeth G. Holliday, Peter J. van der Most, Annette Peters, Paul M. Ridker, Michael Boehnke, Joris Deelen, Brenda W.J.H. Penninx, Neil Poulter, Renée de Mutsert, Rick Jansen, Fu Liang Ng, Anne-Claire Vergnaud, Ilja M. Nolte, Meixia Ren, Gail Davies, John M. C. Connell, Jian'an Luan, Todd L. Edwards, Benjamin Lehne, K. Witkowska, Lili Milani, Stéphanie Debette, Georgios Ntritsos, Claudia P. Cabrera, Paolo Gasparini, Jouke-Jan Hottenga, Antti-Pekka Sarin, Kelly Cho, Robert A. Scott, Veikko Salomaa, Niki Dimou, David C. Liewald, Pim van der Harst, Teemu J. Niiranen, Denis C. Shields, Leo-Pekka Lyytikäinen, Andrew P. Morris, Murielle Bochud, Helena Schmidt, Bernard Keavney, Christopher Oldmeadow, Ioanna Tzoulaki, Jaakko Tuomilehto, Louise V. Wain, Reedik Mägi, Christian Gieger, Caterina Barbieri, Aki S. Havulinna, Fabiola Del Greco M, Dragana Vuckovic, Alan F. Wright, J. Wouter Jukema, Reinhold Schmidt, Marcus Dörr, Franco Giulianini, Evan Tzanis, Erwin P. Bottinger, David Mosen-Ansorena, Ruth J. F. Loos, A. Mesut Erzurumluoglu, Teresa Nutile, Alice Stanton, Jun Ding, Yingchang Lu, Roberto Elosua, Walter Palmas, James F. Wilson, Edith Hofer, Giorgia Girotto, Bram P. Prins, Anna Morgan, Anuj Goel, Edward G. Lakatta, Alex S. F. Doney, Najaf Amin, Lenore J. Launer, Siim Sõber, Nicholas J. Wareham, Adam S. Butterworth, Ilaria Gandin, Xiuqing Guo, Kent D. Taylor, Andrew D. Morris, Paul Knekt, Cinzia Sala, Peter P. Pramstaller, Joshua C. Bis, Archie Campbell, Raha Pazoki, Hugh Watkins, Csaba P. Kovesdy, Yan V. Sun, Lynda M. Rose, Jaspal S. Kooner, Maciej Tomaszewski, Massimiliano Cocca, Claudia Langenberg, Gonneke Willemsen, Eco J. C. de Geus, Peter W.F. Wilson, Ahmad Vaez, Albert Hofman, Kristin L. Ayers, Sara M. Willems, Germaine C. Verwoert, Christophe Tzourio, Martin Farrall, Albert V. Smith, Joanna M. M. Howson, Daniela Toniolo, Digna R. Velez Edwards, Antti Jula, Stefan Enroth, Ruifang Li-Gao, Nabi Shah, Weihua Zhang, Paul Elliott, Dennis O. Mook-Kanamori, Tatijana Zemunik, Shih-Jen Hwang, Helen R. Warren, Peter J. Munson, He Gao, Ivana Kolcic, Peter S. Braund, Tamara B. Harris, Raymond Noordam, Stella Trompet, Markku Laakso, Peter K. Joshi, Zoltán Kutalik, Sébastien Thériault, Åsa Johansson, Rainer Rettig, Sarah H. Wild, Patricia B. Munroe, John Danesh, Anders Hamsten, Mark J. Caulfield, Gonçalo R. Abecasis, Praveen Surendran, Peter S. Sever, David S. Siscovick, Terho Lehtimäki, Priyanka Nandakumar, Aarno Palotie, Muralidharan Sargurupremraj, Chiara Batini, Nick Shrine, Harold Snieder, Cumhur Y Demirkale, Teresa Ferreira, André G. Uitterlinden, Sekar Kathiresan, Mattias Frånberg, Lorna M. Lopez, J. Michael Gaziano, Cornelia M. van Duijn, Maris Laan, Samuli Ripatti, John C. Chambers, Martin H. de Borst, Johan Sundström, Alan J. Gow, Caroline Hayward, Oscar H. Franco, Yongmei Liu, Sandosh Padmanabhan, Ibrahim Karaman, Georg Ehret, Cecilia M. Lindgren, Mike A. Nalls, Chrysovalanto Mamasoula, Daniela Ruggiero, Erik Ingelsson, Colin N. A. Palmer, Alan James, Elin Org, Kati Kristiansson, Alexander Teumer, Ulf Gyllensten, Joanne Knight, Vilmantas Giedraitis, Jerome I. Rotter, Yasaman Saba, Daniel Levy, Li Lin, Janina S. Ried, Michael R. Barnes, Harriëtte Riese, Andrew D. Johnson, David P. Strachan, Martin D. Tobin, Lorenz Risch, Rona J. Strawbridge, Jing Hua Zhao, Vilmundur Gudnason, Borbala Mifsud, Eric Boerwinkle, Catharina A. Hartman, Ben A. Oostra, Dan E. Arking, Andrew A. Hicks, Peter Vollenweider, Thibaud Boutin, Philip S. Tsao, Jie Yao, Ayush Giri, Marina Ciullo, Morris J. Brown, Alanna C. Morrison, Kay-Tee Khaw, Francesco Cucca, Jonathan Marten, Olli T. Raitakari, Christopher J. O'Donnell, Jaume Marrugat, Tim D. Spector, Heather J. Cordell, Nilesh J. Samani, Simon Thom, Sarah E. Harris, UNIVERSITY OF OULU, Commission of the European Communities, Home Office, Action on Hearing Loss, Imperial College Healthcare NHS Trust- BRC Funding, National Institute for Health Research, British Heart Foundation, Medical Research Council (MRC), UK DRI Ltd, Epidemiology, Internal Medicine, Lee Kong Chian School of Medicine (LKCMedicine), Biological Psychology, APH - Mental Health, APH - Methodology, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Ehret, Georg Benedikt, Lin, Li, Bordeaux population health (BPH), Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), Evangelou, Evangelo, Warren, Helen R, Mosen-Ansorena, David, Mifsud, Borbala, Pazoki, Raha, Gao, He, Ntritsos, Georgio, Dimou, Niki, Cabrera, Claudia P, Karaman, Ibrahim, Ng, Fu Liang, Evangelou, Marina, Witkowska, Katarzyna, Tzanis, Evan, Hellwege, Jacklyn N, Giri, Ayush, Velez Edwards, Digna R, Sun, Yan V, Cho, Kelly, Gaziano, J Michael, Wilson, Peter W F, Tsao, Philip S, Kovesdy, Csaba P, Esko, Tonu, Mägi, Reedik, Milani, Lili, Almgren, Peter, Boutin, Thibaud, Debette, Stéphanie, Ding, Jun, Giulianini, Franco, Holliday, Elizabeth G, Jackson, Anne U, Li-Gao, Ruifang, Lin, Wei-Yu, Luan, Jian'An, Mangino, Massimo, Oldmeadow, Christopher, Prins, Bram Peter, Qian, Yong, Sargurupremraj, Muralidharan, Shah, Nabi, Surendran, Praveen, Thériault, Sébastien, Verweij, Niek, Willems, Sara M, Zhao, Jing-Hua, Amouyel, Philippe, Connell, John, de Mutsert, Renée, Doney, Alex S F, Farrall, Martin, Menni, Cristina, Morris, Andrew D, Noordam, Raymond, Paré, Guillaume, Poulter, Neil R, Shields, Denis C, Stanton, Alice, Thom, Simon, Abecasis, Gonçalo, Amin, Najaf, Arking, Dan E, Ayers, Kristin L, Barbieri, Caterina M, Batini, Chiara, Bis, Joshua C, Blake, Tineka, Bochud, Murielle, Boehnke, Michael, Boerwinkle, Eric, Boomsma, Dorret I, Bottinger, Erwin P, Braund, Peter S, Brumat, Marco, Campbell, Archie, Campbell, Harry, Chakravarti, Aravinda, Chambers, John C, Chauhan, Ganesh, Ciullo, Marina, Cocca, Massimiliano, Collins, Franci, Cordell, Heather J, Davies, Gail, Borst, Martin H de, Geus, Eco J de, Deary, Ian J, Deelen, Jori, Del Greco M, Fabiola, Demirkale, Cumhur Yusuf, Dörr, Marcu, Ehret, Georg B, Elosua, Roberto, Enroth, Stefan, Erzurumluoglu, A Mesut, Ferreira, Teresa, Frånberg, Mattia, Franco, Oscar H, Gandin, Ilaria, Gasparini, Paolo, Giedraitis, Vilmanta, Gieger, Christian, Girotto, Giorgia, Goel, Anuj, Gow, Alan J, Gudnason, Vilmundur, Guo, Xiuqing, Gyllensten, Ulf, Hamsten, Ander, Harris, Tamara B, Harris, Sarah E, Hartman, Catharina A, Havulinna, Aki S, Hicks, Andrew A, Hofer, Edith, Hofman, Albert, Hottenga, Jouke-Jan, Huffman, Jennifer E, Hwang, Shih-Jen, Ingelsson, Erik, James, Alan, Jansen, Rick, Jarvelin, Marjo-Riitta, Joehanes, Roby, Johansson, Åsa, Johnson, Andrew D, Joshi, Peter K, Jousilahti, Pekka, Jukema, J Wouter, Jula, Antti, Kähönen, Mika, Kathiresan, Sekar, Keavney, Bernard D, Khaw, Kay-Tee, Knekt, Paul, Knight, Joanne, Kolcic, Ivana, Kooner, Jaspal S, Koskinen, Seppo, Kristiansson, Kati, Kutalik, Zoltan, Laan, Mari, Larson, Marty, Launer, Lenore J, Lehne, Benjamin, Lehtimäki, Terho, Liewald, David C M, Lind, Lar, Lindgren, Cecilia M, Liu, Yongmei, Loos, Ruth J F, Lopez, Lorna M, Lu, Yingchang, Lyytikäinen, Leo-Pekka, Mahajan, Anubha, Mamasoula, Chrysovalanto, Marrugat, Jaume, Marten, Jonathan, Milaneschi, Yuri, Morgan, Anna, Morris, Andrew P, Morrison, Alanna C, Munson, Peter J, Nalls, Mike A, Nandakumar, Priyanka, Nelson, Christopher P, Niiranen, Teemu, Nolte, Ilja M, Nutile, Teresa, Oldehinkel, Albertine J, Oostra, Ben A, O'Reilly, Paul F, Org, Elin, Padmanabhan, Sandosh, Palmas, Walter, Palotie, Aarno, Pattie, Alison, Penninx, Brenda W J H, Perola, Marku, Peters, Annette, Polasek, Ozren, Pramstaller, Peter P, Nguyen, Quang Tri, Raitakari, Olli T, Ren, Meixia, Rettig, Rainer, Rice, Kenneth, Ridker, Paul M, Ried, Janina S, Riese, Harriëtte, Ripatti, Samuli, Robino, Antonietta, Rose, Lynda M, Rotter, Jerome I, Rudan, Igor, Ruggiero, Daniela, Saba, Yasaman, Sala, Cinzia F, Salomaa, Veikko, Samani, Nilesh J, Sarin, Antti-Pekka, Schmidt, Reinhold, Schmidt, Helena, Shrine, Nick, Siscovick, David, Smith, Albert V, Snieder, Harold, Sõber, Siim, Sorice, Rossella, Starr, John M, Stott, David J, Strachan, David P, Strawbridge, Rona J, Sundström, Johan, Swertz, Morris A, Taylor, Kent D, Teumer, Alexander, Tobin, Martin D, Tomaszewski, Maciej, Toniolo, Daniela, Traglia, Michela, Trompet, Stella, Tuomilehto, Jaakko, Tzourio, Christophe, Uitterlinden, André G, Vaez, Ahmad, van der Most, Peter J, van Duijn, Cornelia M, Vergnaud, Anne-Claire, Verwoert, Germaine C, Vitart, Veronique, Völker, Uwe, Vollenweider, Peter, Vuckovic, Dragana, Watkins, Hugh, Wild, Sarah H, Willemsen, Gonneke, Wilson, James F, Wright, Alan F, Yao, Jie, Zemunik, Tatijana, Zhang, Weihua, Attia, John R, Butterworth, Adam S, Chasman, Daniel I, Conen, David, Cucca, Francesco, Danesh, John, Hayward, Caroline, Howson, Joanna M M, Laakso, Markku, Lakatta, Edward G, Langenberg, Claudia, Melander, Olle, Mook-Kanamori, Dennis O, Palmer, Colin N A, Risch, Lorenz, Scott, Robert A, Scott, Rodney J, Sever, Peter, Spector, Tim D, van der Harst, Pim, Wareham, Nicholas J, Zeggini, Eleftheria, Levy, Daniel, Munroe, Patricia B, Newton-Cheh, Christopher, Brown, Morris J, Metspalu, Andre, Hung, Adriana M, O'Donnell, Christopher J, Edwards, Todd L, Psaty, Bruce M, Tzoulaki, Ioanna, Barnes, Michael R, Wain, Louise V, Elliott, Paul, Caulfield, Mark J, Groningen Kidney Center (GKC), Lifestyle Medicine (LM), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Life Course Epidemiology (LCE), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Cardiovascular Centre (CVC), Groningen Institute for Organ Transplantation (GIOT), VU University medical center, Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, APH - Digital Health, Institute for Molecular Medicine Finland, Centre of Excellence in Complex Disease Genetics, Research Programme of Molecular Medicine, Research Programs Unit, Aarno Palotie / Principal Investigator, University of Helsinki, Clinicum, Samuli Olli Ripatti / Principal Investigator, Biostatistics Helsinki, Department of Public Health, Complex Disease Genetics, and Genomics of Neurological and Neuropsychiatric Disorders

Subjects
Male, 0301 basic medicine, Netherlands Twin Register (NTR), Population/methods, Genome Informatics, Blood Pressure, Genome-wide association study, GENOME-WIDE ASSOCIATION, CARDIOVASCULAR-DISEASE RISK, UK BIOBANK, HYPERTENSION, VARIANTS, METAANALYSIS, COMMON, HEALTH, RARE, HYPERALDOSTERONISM, Disease, Bioinformatics, Cardiovascular Diseases/epidemiology/genetics, Risk Factors, 80 and over, GWAS, Cells, Cultured, 11 Medical and Health Sciences, ddc:616, Genetics & Heredity, Aged, 80 and over, Cultured, medicine.diagnostic_test, CARDIOVASCULAR RISK, Genetic analysis, Million Veteran Program, Genetics, Population/methods, Single Nucleotide, Middle Aged, PREVALENCE, 3. Good health, Pulse pressure, VINTAGE, Cardiovascular Diseases, Blood pressure, Medical genetics, Female, Medical Genetics, Life Sciences & Biomedicine, Genetic Testing/methods, Adult, medicine.medical_specialty, Blood Pressure/genetics, Cells, Quantitative Trait Loci, Biology, Polymorphism, Single Nucleotide, Article, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Human Umbilical Vein Endothelial Cells, Genetics, medicine, Humans, Medicine [Science], Genetic Predisposition to Disease, Genetic Testing, Polymorphism, HEALTHY, Life Style, Medicinsk genetik, Aged, Genetic testing, Genetic association, Science & Technology, Cardiovascular Diseases/epidemiology, 06 Biological Sciences, Genetic architecture, Genetics, Population, 030104 developmental biology, Genetic Loci, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, 3111 Biomedicine, Hypertension/genetics, Genome-Wide Association Study, Developmental Biology
Abstract

High blood pressure is a highly heritable and modifiable risk factor for cardiovascular disease. We report the largest genetic association study of blood pressure traits (systolic, diastolic and pulse pressure) to date in over 1 million people of European ancestry. We identify 535 novel blood pressure loci that not only offer new biological insights into blood pressure regulation but also highlight shared genetic architecture between blood pressure and lifestyle exposures. Our findings identify new biological pathways for blood pressure regulation with potential for improved cardiovascular disease prevention in the future. NMRC (Natl Medical Research Council, S’pore) MOH (Min. of Health, S’pore)

Published
2018

28. Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: a pooled analysis of 2416 population-based measurement studies in 128·9 million children, adolescents, and adults

Author

Abarca-Gómez, Leandra, Abdeen, Ziad A, Hamid, Zargar Abdul, Abu-Rmeileh, Niveen M, Acosta-Cazares, Benjamin, Acuin, Cecilia, Adams, Robert J, Aekplakorn, Wichai, Afsana, Kaosar, Aguilar-Salinas, Carlos A, Agyemang, Charles, Ahmadvand, Alireza, Ahrens, Wolfgang, Ajlouni, Kamel, Akhtaeva, Nazgul, Al-Hazzaa, Hazzaa M, Al-Othman, Amani Rashed, Al-Raddadi, Rajaa, Al Buhairan, Fadia, Al Dhukair, Shahla, Ali, Mohamed M, Ali, Osman, Alkerwi, Ala'a, Alvarez-Pedrerol, Mar, Aly, Eman, Amarapurkar, Deepak N, Amouyel, Philippe, Amuzu, Antoinette, Andersen, Lars Bo, Anderssen, Sigmund A, Andrade, Dolores S, Ängquist, Lars H, Anjana, Ranjit Mohan, Aounallah-Skhiri, Hajer, Araújo, Joana, Ariansen, Inger, Aris, Tahir, Arlappa, Nimmathota, Arveiler, Dominique, Aryal, Krishna K, Aspelund, Thor, Assah, Felix K, Assunção, Maria Cecília F, Aung, May Soe, Avdicová, Mária, Azevedo, Ana, Azizi, Fereidoun, Babu, Bontha V, Bahijri, Suhad, Baker, Jennifer L, Balakrishna, Nagalla, Bamoshmoosh, Mohamed, Banach, Maciej, Bandosz, Piotr, Banegas, José R, Barbagallo, Carlo M, Barceló, Alberto, Barkat, Amina, Barros, Aluisio JD, Barros, Mauro VG, Bata, Iqbal, Batieha, Anwar M, Batista, Rosangela L, Batyrbek, Assembekov, Baur, Louise A, Beaglehole, Robert, Romdhane, Habiba Ben, Benedics, Judith, Benet, Mikhail, Bennett, James E, Bernabe-Ortiz, Antonio, Bernotiene, Gailute, Bettiol, Heloisa, Bhagyalaxmi, Aroor, Bharadwaj, Sumit, Bhargava, Santosh K, Bhatti, Zaid, Bhutta, Zulfiqar A, Bi, Hongsheng, Bi, Yufang, Biehl, Anna, Bikbov, Mukharram, Bista, Bihungum, Bjelica, Dusko J, Bjerregaard, Peter, Bjertness, Espen, Bjertness, Marius B, Björkelund, Cecilia, Blokstra, Anneke, Bo, Simona, Bobak, Martin, Boddy, Lynne M, Boehm, Bernhard O, Boeing, Heiner, Boggia, Jose G, Boissonnet, Carlos P, Bonaccio, Marialaura, Bongard, Vanina, Bovet, Pascal, Braeckevelt, Lien, Braeckman, Lutgart, Bragt, Marjolijn CE, Brajkovich, Imperia, Branca, Francesco, Breckenkamp, Juergen, Breda, João, Brenner, Hermann, Brewster, Lizzy M, Brian, Garry R, Brinduse, Lacramioara, Bruno, Graziella, Bueno-de-Mesquita, H B(as), Bugge, Anna, Buoncristiano, Marta, Burazeri, Genc, Burns, Con, de León, Antonio Cabrera, Cacciottolo, Joseph, Cai, Hui, Cama, Tilema, Cameron, Christine, Camolas, José, Can, Günay, Cândido, Ana Paula C, Capanzana, Mario, Capuano, Vincenzo, Cardoso, Viviane C, Carlsson, Axel C, Carvalho, Maria J, Casanueva, Felipe F, Casas, Juan-Pablo, Caserta, Carmelo A, Chamukuttan, Snehalatha, Chan, Angelique W, Chan, Queenie, Chaturvedi, Himanshu K, Chaturvedi, Nishi, Chen, Chien-Jen, Chen, Fangfang, Chen, Huashuai, Chen, Shuohua, Chen, Zhengming, Cheng, Ching-Yu, Chetrit, Angela, Chikova-Iscener, Ekaterina, Chiolero, Arnaud, Chiou, Shu-Ti, Chirita-Emandi, Adela, Chirlaque, María-Dolores, Cho, Belong, Cho, Yumi, Christensen, Kaare, Christofaro, Diego G, Chudek, Jerzy, Cifkova, Renata, Cinteza, Eliza, Claessens, Frank, Clays, Els, Concin, Hans, Confortin, Susana C, Cooper, Cyrus, Cooper, Rachel, Coppinger, Tara C, Costanzo, Simona, Cottel, Dominique, Cowell, Chris, Craig, Cora L, Crujeiras, Ana B, CUCU, ALEXANDRA, D'Arrigo, Graziella, d'Orsi, Eleonora, Dallongeville, Jean, Damasceno, Albertino, Damsgaard, Camilla T, Danaei, Goodarz, Dankner, Rachel, Dantoft, Thomas M, Dastgiri, Saeed, Dauchet, Luc, Davletov, Kairat, De Backer, Guy, De Bacquer, Dirk, De Curtis, Amalia, de Gaetano, Giovanni, De Henauw, Stefaan, de Oliveira, Paula Duarte, De Ridder, Karin, De Smedt, Delphine, Deepa, Mohan, Deev, Alexander D, Dehghan, Abbas, Delisle, HélÃne, Delpeuch, Francis, Deschamps, Valérie, Dhana, Klodian, Di Castelnuovo, Augusto F, Dias-da-Costa, Juvenal Soares, Diaz, Alejandro, Dika, Zivka, Djalalinia, Shirin, Do, Ha TP, Dobson, Annette J, Donati, Maria Benedetta, Donfrancesco, Chiara, Donoso, Silvana P, Döring, Angela, Dorobantu, Maria, Dorosty, Ahmad Reza, Doua, Kouamelan, Drygas, Wojciech, Duan, Jia Li, Duante, Charmaine, Duleva, Vesselka, Dulskiene, Virginija, Dzerve, Vilnis, Dziankowska-Zaborszczyk, Elzbieta, Egbagbe, Eruke E, Eggertsen, Robert, Eiben, Gabriele, Ekelund, Ulf, El Ati, Jalila, Elliott, Paul, Engle-Stone, Reina, Erasmus, Rajiv T, Erem, Cihangir, Eriksen, Louise, Eriksson, Johan G, la Peña, Jorge Escobedo-de, Evans, Alun, Faeh, David, Fall, Caroline H, Sant'Angelo, Victoria Farrugia, Farzadfar, Farshad, Felix-Redondo, Francisco J, Ferguson, Trevor S, Fernandes, Romulo A, Fernández-Bergés, Daniel, Ferrante, Daniel, Ferrari, Marika, Ferreccio, Catterina, Ferrieres, Jean, Finn, Joseph D, Fischer, Krista, Flores, Eric Monterubio, Föger, Bernhard, Foo, Leng Huat, Forslund, Ann-Sofie, Forsner, Maria, Fouad, Heba M, Francis, Damian K, Franco, Maria do Carmo, Franco, Oscar H, Frontera, Guillermo, Fuchs, Flavio D, Fuchs, Sandra C, Fujita, Yuki, Furusawa, Takuro, Gaciong, Zbigniew, Gafencu, Mihai, Galeone, Daniela, Galvano, Fabio, Garcia de la Hera, Manoli, Gareta, Dickman, Garnett, Sarah P, Gaspoz, Jean-Michel, Gasull, Magda, Gates, Louise, Geiger, Harald, Geleijnse, Johanna M, Ghasemian, Anoosheh, Giampaoli, Simona, Gianfagna, Francesco, Gill, Tiffany K, Giovannelli, Jonathan, Giwercman, Aleksander, Godos, Justyna, Gogen, Sibel, Goldsmith, Rebecca A, Goltzman, David, Gonçalves, Helen, González-Leon, Margot, González-Rivas, Juan P, Gonzalez-Gross, Marcela, Gottrand, Frederic, Graça, Antonio Pedro, Graff-Iversen, Sidsel, Grafnetter, DuÅ¡an, Grajda, Aneta, Grammatikopoulou, Maria G, Gregor, Ronald D, Grodzicki, Tomasz, Grøntved, Anders, Grosso, Giuseppe, Gruden, Gabriella, Grujic, Vera, Gu, Dongfeng, Gualdi-Russo, Emanuela, Guallar-Castillón, Pilar, Guan, Ong Peng, Gudmundsson, Elias F, Gudnason, Vilmundur, Guerrero, Ramiro, Guessous, Idris, Guimaraes, Andre L, Gulliford, Martin C, Gunnlaugsdottir, Johanna, Gunter, Marc, Guo, Xiuhua, Guo, Yin, Gupta, Prakash C, Gupta, Rajeev, Gureje, Oye, Gurzkowska, Beata, Gutierrez, Laura, Gutzwiller, Felix, Hadaegh, Farzad, Hadjigeorgiou, Charalambos A, Si-Ramlee, Khairil, Halkjær, Jytte, 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Farzad, Hadjigeorgiou, Charalambos A, Si-Ramlee, Khairil, Halkjã¦r, Jytte, Hambleton, Ian R, Hardy, Rebecca, Kumar, Rachakulla Hari, Hassapidou, Maria, Hata, Jun, Hayes, Alison J, Jiang, He, Heidinger-Felso, Regina, Heinen, Mirjam, Hendriks, Marleen Elisabeth, Henriques, Ana, Cadena, Leticia Hernandez, Herrala, Sauli, Herrera, Victor M, Herter-Aeberli, Isabelle, Heshmat, Ramin, Hihtaniemi, Ilpo Tapani, Sai Yin, Ho, Suzanne C, Ho, Hobbs, Michael, Hofman, Albert, Hopman, Wilma M, Horimoto, Andrea RVR, Hormiga, Claudia M, Horta, Bernardo L, Houti, Leila, Howitt, Christina, Htay, Thein Thein, Htet, Aung Soe, Htike, Maung Maung Than, Yonghua, Hu, Huerta, José María, Petrescu, Constanta Huidumac, Huisman, Martijn, Husseini, Abdullatif, Huu, Chinh Nguyen, Huybrechts, Inge, Hwalla, Nahla, Hyska, Jolanda, Iacoviello, Licia, Iannone, Anna G, Ibarluzea, Jesús M, Ibrahim, Mohsen M, Ikeda, Nayu, Ikram, M Arfan, Irazola, Vilma E, Islam, Muhammad, Ismail, Aziz al-Safi, Ivkovic, Vanja, Iwasaki, 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Annika, Rouse, Ian, Roy, Joel GR, Rubinstein, Adolfo, Rã¼hli, Frank J, Ruiz-Betancourt, Blanca Sandra, Russo, Paola, Rutkowski, Marcin, Sabanayagam, Charumathi, Sachdev, Harshpal S, Saidi, Olfa, Salanave, Benoit, Martinez, Eduardo Salazar, Salmerã³n, Diego, Salomaa, Veikko, Salonen, Jukka T, Salvetti, Massimo, Sánchez-Abanto, Jose, Sandjaja, Null, Sans, Susana, Marina, Loreto Santa, Santos, Diana A, Santos, Ina S, Santos, Osvaldo, dos Santos, Renata Nune, Santos, Rute, Saramies, Jouko L, Sardinha, Luis B, Sarrafzadegan, Nizal, Saum, Kai-Uwe, Savva, Savva, Savy, Mathilde, Scazufca, Marcia, Rosario, Angelika Schaffrath, Schargrodsky, Herman, Schienkiewitz, Anja, Schipf, Sabine, Schmidt, Carsten O, Schmidt, Ida Maria, Schultsz, Constance, Schutte, Aletta E, Sein, Aye Aye, Sen, Abhijit, Senbanjo, Idowu O, Sepanlou, Sadaf G, Serra-Majem, Lui, Shalnova, Svetlana A, Sharma, Sanjib K, Shaw, Jonathan E, Shibuya, Kenji, Shin, Dong Wook, Shin, Youchan, Shiri, Rahman, Siani, Alfonso, Siantar, 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Lucjan, Tai, E Shyong, Tammesoo, Mari-Lii, Tamosiunas, Abdona, Tan, Eng Joo, Tang, Xun, Tanser, Frank, Tao, Yong, Tarawneh, Mohammed Rasoul, Tarp, Jakob, Tarqui-Mamani, Carolina B, Tautu, Oana-Florentina, Braunerovã¡, Radka Taxová, Taylor, Anne, Tchibindat, Fã©licitã©, Theobald, Holger, Theodoridis, Xenophon, Thijs, Lutgarde, Thuesen, Betina H, Tjonneland, Anne, Tolonen, Hanna K, Tolstrup, Janne S, Topbas, Murat, Topór-Madry, Roman, Tormo, María José, Tornaritis, Michael J, Torrent, Matie, Toselli, Stefania, Traissac, Pierre, Trichopoulos, Dimitrio, Trichopoulou, Antonia, Trinh, Oanh TH, Trivedi, Atul, Tshepo, Lechaba, Tsigga, Maria, Tsugane, Shoichiro, Tulloch-Reid, Marshall K, Tullu, Fikru, Tuomainen, Tomi-Pekka, Tuomilehto, Jaakko, Turley, Maria L, Tynelius, Per, Tzotzas, Themistokli, Tzourio, Christophe, Ueda, Peter, Ugel, Eunice E, Ukoli, Flora AM, Ulmer, Hanno, Unal, Belgin, Uusitalo, Hannu MT, Valdivia, Gonzalo, Vale, Susana, Valvi, Damaskini, van der Schouw, Yvonne T, Van Herck, Koen, Van Minh, Hoang, van Rossem, Lenie, Van Schoor, Natasja M, van Valkengoed, Irene GM, Vanderschueren, Dirk, Vanuzzo, Diego, Vatten, Lar, Vega, Toma, Veidebaum, Tooma, Velasquez-Melendez, Gustavo, Velika, Biruta, Veronesi, Giovanni, Verschuren, WM Monique, Victora, Cesar G, Viegi, Giovanni, Viet, Lucie, Viikari-Juntura, Eira, Vineis, Paolo, Vioque, Jesu, Virtanen, Jyrki K, Visvikis-Siest, Sophie, Viswanathan, Bharathi, Vlasoff, Tiina, Vollenweider, Peter, Vã¶lzke, Henry, Voutilainen, Sari, Vrijheid, Martine, Wade, Alisha N, Wagner, Aline, Waldhã¶r, Thoma, Walton, Janette, Bebakar, Wan Mohamad Wan, Mohamud, Wan Nazaimoon Wan, Wanderley, Rildo S, Wang, Ming-Dong, Wang, Qian, Wang, Ya Xing, Wang, Ying-Wei, Wannamethee, S Goya, Wareham, Nichola, Weber, Adelheid, Wedderkopp, Niel, Weerasekera, Deepa, Whincup, Peter H, Widhalm, Kurt, Widyahening, Indah S, Wiecek, Andrzej, Wijga, Alet H, Wilks, Rainford J, Willeit, Johann, Willeit, Peter, Wilsgaard, Tom, Wojtyniak, Bogdan, 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Cisneros, Julio Zuñiga, and Lu, Yuan

Subjects
Male, obesity, Pediatric Obesity, Settore MED/09 - Medicina Interna, age distribution, Bayes theorem, Niue, [SDV]Life Sciences [q-bio], global health, preschool child, Body Mass Index, underweight, Prevalence, statistics and numerical data, Child, ComputingMilieux_MISCELLANEOUS, Medicine (all), adult, Age Factors, American Samoa, female, priority journal, Child, Preschool, body height, young adult, Cook Islands, Nauru, childhood obesity, Adolescent, Palau, sex difference, Eastern Europe, adolescent obesity, Article, Polynesia, South and Central America, body weight, Federated States of Micronesia, Sex Factors, Thinness, geographic distribution, Humans, controlled study, human, Caribbean, Overweight, North Africa, major clinical study, body mass, United States, purl.org/pe-repo/ocde/ford#3.02.00 [https], age, sex factor, trend study
Abstract

© 2017 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 licenseBackground Underweight, overweight, and obesity in childhood and adolescence are associated with adverse health consequences throughout the life-course. Our aim was to estimate worldwide trends in mean body-mass index (BMI) and a comprehensive set of BMI categories that cover underweight to obesity in children and adolescents, and to compare trends with those of adults. Methods We pooled 2416 population-based studies with measurements of height and weight on 128·9 million participants aged 5 years and older, including 31·5 million aged 5–19 years. We used a Bayesian hierarchical model to estimate trends from 1975 to 2016 in 200 countries for mean BMI and for prevalence of BMI in the following categories for children and adolescents aged 5–19 years: more than 2 SD below the median of the WHO growth reference for children and adolescents (referred to as moderate and severe underweight hereafter), 2 SD to more than 1 SD below the median (mild underweight), 1 SD below the median to 1 SD above the median (healthy weight), more than 1 SD to 2 SD above the median (overweight but not obese), and more than 2 SD above the median (obesity). Findings Regional change in age-standardised mean BMI in girls from 1975 to 2016 ranged from virtually no change (−0·01 kg/m2 per decade; 95% credible interval −0·42 to 0·39, posterior probability [PP] of the observed decrease being a true decrease=0·5098) in eastern Europe to an increase of 1·00 kg/m2 per decade (0·69–1·35, PP>0·9999) in central Latin America and an increase of 0·95 kg/m2 per decade (0·64–1·25, PP>0·9999) in Polynesia and Micronesia. The range for boys was from a non-significant increase of 0·09 kg/m2 per decade (−0·33 to 0·49, PP=0·6926) in eastern Europe to an increase of 0·77 kg/m2 per decade (0·50–1·06, PP>0·9999) in Polynesia and Micronesia. Trends in mean BMI have recently flattened in northwestern Europe and the high-income English-speaking and Asia-Pacific regions for both sexes, southwestern Europe for boys, and central and Andean Latin America for girls. By contrast, the rise in BMI has accelerated in east and south Asia for both sexes, and southeast Asia for boys. Global age-standardised prevalence of obesity increased from 0·7% (0·4–1·2) in 1975 to 5·6% (4·8–6·5) in 2016 in girls, and from 0·9% (0·5–1·3) in 1975 to 7·8% (6·7–9·1) in 2016 in boys; the prevalence of moderate and severe underweight decreased from 9·2% (6·0–12·9) in 1975 to 8·4% (6·8–10·1) in 2016 in girls and from 14·8% (10·4–19·5) in 1975 to 12·4% (10·3–14·5) in 2016 in boys. Prevalence of moderate and severe underweight was highest in India, at 22·7% (16·7–29·6) among girls and 30·7% (23·5–38·0) among boys. Prevalence of obesity was more than 30% in girls in Nauru, the Cook Islands, and Palau; and boys in the Cook Islands, Nauru, Palau, Niue, and American Samoa in 2016. Prevalence of obesity was about 20% or more in several countries in Polynesia and Micronesia, the Middle East and north Africa, the Caribbean, and the USA. In 2016, 75 (44–117) million girls and 117 (70–178) million boys worldwide were moderately or severely underweight. In the same year, 50 (24–89) million girls and 74 (39–125) million boys worldwide were obese. Interpretation The rising trends in children's and adolescents' BMI have plateaued in many high-income countries, albeit at high levels, but have accelerated in parts of Asia, with trends no longer correlated with those of adults. Funding Wellcome Trust, AstraZeneca Young Health Programme.

Published
2017

29. Genome-wide association analysis identifies novel blood pressure loci and offers biological insights into cardiovascular risk

Author

Warren, Helen R., Evangelou, Evangelos, Cabrera, Claudia P., Gao, Ren, Meixia, Mifsud, Borbala, Ntalla, Ioanna, Surendran, Praveen, Liu, Chunyu, Cook, James P., Kraja, Aldi T., Drenos, Fotios, Loh, Marie, Verweij, Niek, Marten, Jonathan, Karaman, Ibrahim, Lepe, Marcelo P. Segura, O'Reilly, Paul F., Knight, Joanne, Snieder, Harold, Kato, Norihiro, Jiang, Tai, E. Shyong, Said, M. Abdullah, Porteous, David, Alver, Maris, Poulter, Neil, Farrall, Martin, Gansevoort, Ron T., Padmanabhan, Sandosh, Magi, Reedik, Stanton, Alice, Connell, John, Bakker, Stephan J. L., Metspalu, Andres, Shields, Denis C., Thom, Simon, Brown, Morris, Sever, Peter, Esko, Tonu, Hayward, Caroline, van der Harst, Pim, Saleheen, Danish, Chowdhury, Rajiv, Chambers, John C., Chasman, Daniel I., Chakravarti, Aravinda, Newton-Cheh, Christopher, Lindgren, Cecilia M., Levy, Daniel, Kooner, Jaspal S., Keavney, Bernard, Tomaszewski, Maciej, Samani, Nilesh J., Howson, Joanna M. M., Tobin, Martin D., Munroe, Patricia B., Ehret, Georg B., Wain, Louise V., Barnes, Michael R., Tzoulaki, Joanna, Caulfield, Mark J., Elliott, Paul, Vaez, Ahmad, Jansen, Rick, Joehanes, Roby, van der Most, Peter J., Erzurumluoglu, A. Mesut, Rose, Lynda M., Verwoert, Germaine C., Hottenga, Jouke-Jan, Strawbridge, Rona J., Arking, Dan E., Hwang, Shih-Jen, Guo, Xiuqing, Kutalik, Zoltan, Trompet, Stella, Shrine, Nick, Teumer, Alexander, Ried, Janina S., Bis, Joshua C., Smith, Albert V., Amin, Najaf, Nolte, Ilja M., Lyytikainen, Leo-Pekka, Mahajan, Anubha, Wareham, Nicholas J., Hofer, Edith, Joshi, Peter K., Kristiansson, Kati, Traglia, Michela, Havulinna, Aki S., Goel, Anuj, Nalls, Mike A., Sober, Siim, Vuckovic, Dragana, Luan, Jian'an, Del Greco M, Fabiola, Ayers, Kristin L., Marrugat, Jaume, Ruggiero, Daniela, Lopez, Lorna M., Niiranen, Teemu, Enroth, Stefan, Jackson, Anne U., Nelson, Christopher P., Huffman, Jennifer E., Zhang, Weihua, Gandin, Ilaria, Harris, Sarah E., Zemonik, Tatijana, Yingchang, Shah, Nabi, de Borst, Martin H., Mangino, Massimo, Prins, Bram P., Campbell, Archie, Li-Gao, Ruifang, Chauhan, Ganesh, Oldmeadow, Abecasis, Goncalo, Abedi, Maryam, Barbieri, Caterina M., Batini, Chiara, Blake, Tineka, Boehnke, Michael, Bottinger, Erwin P., Braund, Peter S., Brumat, Marco, Harry, Cocca, Massimiliano, Collins, Francis, Cordell, Heather J., Damman, Jeffrey J., Davies, Gail, de Geus, Eco J., de Mutsert, Renee, Deelen, Joris, Demirkale, Yusuf, Doney, Alex S. F., Dorr, Marcus, Ferreira, Teresa, Franberg, Mattias, Giedraitis, Vilmantas, Gieger, Christian, Giulianini, Franco, Gow, Alan J., Hamsten, Anders, Tamara B., Hofman, Albert, Holliday, Elizabeth G., Jarvelin, Marjo-Riitta, Johansson, Asa, Johnson, Andrew D., Jousilahti, Pekka, Jula, Antti, Kahonen, Mika, Kathiresan, Sekar, Khaw, Kay-Tee, Kolcic, Ivana, Koskinen, Seppo, Langenberg, Claudia, Larson, Marty, Launer, Lenore J., Lehne, Benjamin, Liewald, David C. M., Lin, Lind, Lars, Mach, Francois, Mamasoula, Chrysovalanto, Menni, Cristina, Milaneschi, Yuri, Morgan, Anna, Morrison, Alanna C., Munson, Nandakumar, Priyanka, Quang Tri Nguyen, Nutile, Oldehinkel, Albertine J., Oostra, Ben A., Org, Elin, Palotie, Aarno, Pare, Guillaume, Pattie, Alison, Penninx, Brenda W. J. H., Pramstaller, Peter P., Raitakari, Olli T., Rice, Kenneth, Ridker, Paul M., Riese, Harriette, Ripatti, Samuli, Robino, Antonietta, Rotter, Jerome I., Rudan, Igor, Saba, Yasaman, Saint Pierre, Aude, Sala, Cinzia F., Sarin, Antti-Pekka, Schmidt, Reinhold, Scott, Rodney, Seelen, Marc A., Siscovick, Sorice, Rossella, Stott, David J., Sundstrom, Johan, Swertz, Taylor, Kent D., Tzourio, Christophe, Uitterlinden, Andre G., Volker, Uwe, Vollenweider, Wild, Sarah, Willemsen, Gonneke, Wright, Alan F., Yao, Jie, Theriault, Sebastien, Conen, Attia, Debette, Stephanie, Mook-Kanamori, Dennis O., Zeggini, Eleftheria, Spector, Tim D., Palmer, Colin N. A., Vergnaud, Anne-Claire, Loos, Ruth J. F., Polasek, Ozren, Starr, John M., Girotto, Giorgia, Cecila M., Vitart, Veronique, Tuomilehto, Jaakko, Gyllensten, Ulf, Knekt, Deary, Ian J., Ciullo, Marina, Elosua, Roberto, Bernard D., Hicks, Andrew A., Robert A., Gasparini, Paolo, Laan, YongMei, Watkins, Hugh, Hartman, Catharina A., Salomaa, Veikko, Toniolo, Perola, Markus, Wilson, James F., Helena, Zhao, Jing Hua, Lehtimaki, Terho, van Duijn, Cornelia M., Gudnason, Vilmundur, Psaty, Bruce M., Peters, Annette, Rettig, Rainer, James, Alan, Jukema, J. Wouter, Strachan, David P., Palmas, Walter, Ingelsson, Erik, Boomsma, Dorret I., Oscar H., Bochud, Murielle, Andrew P., Int Consortium Blood Pressure ICBP, CHD Exome Consortium, ExomeBP Consortium, T2D-GENES Consortium, GoT2D Genes Consortium, CHARGE BP Exome Consortium, iGEN-BP Consortium, UK Biobank CardioMetab Consortium, BIOS Consortium, Lifelines Cohort Study, Understanding Soc Sci Grp, UK Biobank, National Institute for Health Research, Imperial College Healthcare NHS Trust- BRC Funding, British Heart Foundation, Medical Research Council (MRC), Lee Kong Chian School of Medicine (LKCMedicine), International Consortium of Blood Pressure (ICBP) 1000G Analyses, BIOS Consortium, Lifelines Cohort Study, Understanding Society Scientific group, CHD Exome+ Consortium, ExomeBP Consortium, T2D-GENES Consortium, GoT2DGenes Consortium, Cohorts for Heart and Ageing Research in Genome Epidemiology (CHARGE) BP Exome Consortium, International Genomics of Blood Pressure (iGEN-BP) Consortium, UK Biobank CardioMetabolic Consortium BP working group, Völker, U., Vollenweider, P., Wild, S., Willemsen, G., Wright, A.F., Yao, J., Thériault, S., Conen, D., John, A., Sever, P., Debette, S., Mook-Kanamori, D.O., Zeggini, E., Spector, T.D., van der Harst, P., Palmer, C.N., Vergnaud, A.C., Loos, R.J., Polasek, O., Starr, J.M., Girotto, G., Hayward, C., Kooner, J.S., Lindgren, C.M., Vitart, V., Samani, N.J., Tuomilehto, J., Gyllensten, U., Knekt, P., Deary, I.J., Ciullo, M., Elosua, R., Keavney, B.D., Hicks, A.A., Scott, R.A., Gasparini, P., Laan, M., Liu, Y., Watkins, H., Hartman, C.A., Salomaa, V., Toniolo, D., Perola, M., Wilson, J.F., Schmidt, H., Zhao, J.H., Lehtimäki, T., van Duijn, C.M., Gudnason, V., Psaty, B.M., Peters, A., Rettig, R., James, A., Jukema, J.W., Strachan, D.P., Palmas, W., Metspalu, A., Ingelsson, E., Boomsma, D.I., Franco, O.H., Bochud, M., Newton-Cheh, C., Munroe, P.B., Elliott, P., Chasman, D.I., Chakravarti, A., Knight, J., Morris, A.P., Levy, D., Tobin, M.D., Snieder, H., Caulfield, M.J., Ehret, G.B., Barnes, M.R., Tzoulaki, I., Warren, Helen R., Evangelou, Evangelo, Cabrera, Claudia P., Gao, He, Ren, Meixia, Mifsud, Borbala, Ntalla, Ioanna, Surendran, Praveen, Liu, Chunyu, Cook, James P., Kraja, Aldi T., Drenos, Fotio, Loh, Marie, Verweij, Niek, Marten, Jonathan, Karaman, Ibrahim, Lepe, Marcelo P. Segura, O'Reilly, Paul F., Knight, Joanne, Snieder, Harold, Kato, Norihiro, He, Jiang, Tai, E. Shyong, Said, M. Abdullah, Porteous, David, Alver, Mari, Poulter, Neil, Farrall, Martin, Gansevoort, Ron T., Padmanabhan, Sandosh, Magi, Reedik, Stanton, Alice, Connell, John, Bakker, Stephan J. L., Metspalu, Andre, Shields, Denis C., Thom, Simon, Brown, Morri, Sever, Peter, Esko, Tonu, Hayward, Caroline, van der Harst, Pim, Saleheen, Danish, Chowdhury, Rajiv, Chambers, John C, Chasman, Daniel I., Chakravarti, Aravinda, Newton Cheh, Christopher, Lindgren, Cecilia M., Levy, Daniel, Kooner, Jaspal S., Keavney, Bernard, Tomaszewski, Maciej, Samani, Nilesh J., Howson, Joanna M. M., Tobin, Martin D., Munroe, Patricia B., Ehret, Georg B., Wain, Louise V., Barnes, Michael R., Tzoulaki, Joanna, Caulfield, Mark J., Elliott, Paul, Vaez, Ahmad, Jansen, Rick, Joehanes, Roby, van der Most, Peter J., Erzurumluoglu, A. Mesut, O'Reilly, Paul, Rose, Lynda M., Verwoert, Germaine C., Hottenga, Jouke Jan, Strawbridge, Rona J., Arking, Dan E., Hwang, Shih Jen, Guo, Xiuqing, Kutalik, Zoltan, Trompet, Stella, Shrine, Nick, Teumer, Alexander, Ried, Janina S., Bis, Joshua C., Smith, Albert V., Amin, Najaf, Nolte, Ilja M., Lyytikainen, Leo Pekka, Mahajan, Anubha, Wareham, Nicholas J., Hofer, Edith, Joshi, Peter K., Kristiansson, Kati, Traglia, Michela, Havulinna, Aki S., Goel, Anuj, Nalls, Mike A., Sober, Siim, Vuckovic, Dragana, Luan, Jian'An, Del Greco M, Fabiola, Ayers, Kristin L., Marrugat, Jaume, Ruggiero, Daniela, Lopez, Lorna M, Niiranen, Teemu, Enroth, Stefan, Jackson, Anne U., Nelson, Christopher P., Huffman, Jennifer E., Zhang, Weihua, Gandin, Ilaria, Harris, Sarah E., Zemonik, Tatijana, Lu, Yingchang, Shah, Nabi, de Borst, Martin H., Mangino, Massimo, Prins, Bram P., Campbell, Archie, Li Gao, Ruifang, Chauhan, Ganesh, Oldmeadow, Christopher, Abecasis, Goncalo, Abedi, Maryam, Barbieri, Caterina M., Batini, Chiara, Blake, Tineka, Boehnke, Michael, Bottinger, Erwin P., Braund, Peter S., Brown, Morris), Brumat, Marco, Campbell, Harry, Chambers, John C., Cocca, Massimiliano, Collins, Franci, Connell, John), Cordell, Heather J., Damman, Jeffrey J., Davies, Gail, de Geus, Eco J., de Mutsert, Renee, Deelen, Jori, Demirkale, Yusuf, Doney, Alex S. F., Dorr, Marcu, Ferreira, Teresa, Franberg, Mattia, Giedraitis, Vilmanta, Gieger, Christian, Giulianini, Franco, Gow, Alan J., Hamsten, Ander, Harris, Tamara B., Hofman, Albert, Holliday, Elizabeth G., Jarvelin, Marjo Riitta, Johansson, Asa, Johnson, Andrew D., Jousilahti, Pekka, Jula, Antti, Kahonen, Mika, Kathiresan, Sekar, Khaw, Kay Tee, Kolcic, Ivana, Koskinen, Seppo, Langenberg, Claudia, Larson, Marty, Launer, Lenore J, Lehne, Benjamin, Liewald, David C. M., Lin, Li, Lind, Lar, Mach, Francoi, Mamasoula, Chrysovalanto, Menni, Cristina, Milaneschi, Yuri, Morgan, Anna, Morris, Andrew D., Morrison, Alanna C., Munson, Peter J., Nandakumar, Priyanka, Quang Tri, Nguyen, Nutile, Teresa, Oldehinkel, Albertine J., Oostra, Ben A., Org, Elin, Palotie, Aarno, Pare, Guillaume, Pattie, Alison, Penninx, Brenda W. J. H., Pramstaller, Peter P., Raitakari, Olli T., Rice, Kenneth, Ridker, Paul M., Riese, Harriette, Ripatti, Samuli, Robino, Antonietta, Rotter, Jerome I., Rudan, Igor, Saba, Yasaman, Saint Pierre, Aude, Sala, Cinzia F., Sarin, Antti Pekka, Schmidt, Reinhold, Scott, Rodney, Seelen, Marc A., Siscovick, David, Sorice, Rossella, Stott, David J., Sundstrom, Johan, Swertz, Morri, Taylor, Kent D., Tzoulaki, Ioanna, Tzourio, Christophe, Uitterlinden, Andre G., Volker, Uwe, Vollenweider, Peter, Wild, Sarah, Willemsen, Gonneke, Wright, Alan F., Yao, Jie, Theriault, Sebastien, Conen, David, John, Attia, Debette, Stephanie, Mook Kanamori, Dennis O., Zeggini, Eleftheria, Spector, Tim D., Palmer, Colin N. A., Vergnaud, Anne Claire, Loos, Ruth J. F., Polasek, Ozren, Starr, John M., Girotto, Giorgia, Lindgren, Cecila M., Vitart, Veronique, Tuomilehto, Jaakko, Gyllensten, Ulf, Knekt, Paul, Deary, Ian J., Ciullo, Marina, Elosua, Roberto, Keavney, Bernard D., Hicks, Andrew A., Scott, Robert A., Gasparini, Paolo, Laan, Mari, Liu, Yongmei, Watkins, Hugh, Hartman, Catharina A., Salomaa, Veikko, Toniolo, Daniela, Perola, Marku, Wilson, James F., Schmidt, Helena, Zhao, Jing Hua, Lehtimaki, Terho, van Duijn, Cornelia M., Gudnason, Vilmundur, Psaty, Bruce M., Peters, Annette, Rettig, Rainer, James, Alan, Jukema, J. Wouter, Strachan, David P., Palmas, Walter, Ingelsson, Erik, Boomsma, Dorret I., Franco, Oscar H., Bochud, Murielle, Morris, Andrew P., Tobin, Martin D, CHD Exome, Consortium, Exomebp, Consortium, T2D GENES, Consortium, GoT2D Genes, Consortium, CHARGE BP Exome, Consortium, iGEN BP, Consortium, UK Biobank CardioMetab, Consortium, Bios, Consortium, Lifelines Cohort, Study, Understanding Soc Sci, Grp, Pathology, Gastroenterology & Hepatology, Cardiology, Epidemiology, Internal Medicine, Clinical Genetics, Internal medicine, Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, APH - Mental Health, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Digital Health, Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, APH - Methodology, Surendran, Praveen [0000-0002-4911-6077], Marten, Jonathan [0000-0001-6916-2014], Chowdhury, Rajiv [0000-0003-4881-5690], Howson, Joanna [0000-0001-7618-0050], and Apollo - University of Cambridge Repository

Subjects
Netherlands Twin Register (NTR), Male, 0301 basic medicine, Blood Pressure, Genome-wide association study, Disease, Bioinformatics, Risk Factors, NADPH OXIDASE, health care economics and organizations, IN-VIVO, 11 Medical And Health Sciences, Middle Aged, Biobank, 3. Good health, Pulse pressure, ENDOTHELIAL-CELL, Cardiovascular Diseases, Hypertension, CORONARY-ARTERY-DISEASE, Medical genetics, Female, KEY ROLE, Adult, medicine.medical_specialty, NEUROTROPHIC FACTOR, HYPERTENSION, COMMON, GENE, NOX4, METAANALYSIS, INHIBITION, European Continental Ancestry Group, Biology, Polymorphism, Single Nucleotide, White People, Article, 03 medical and health sciences, SDG 3 - Good Health and Well-being, UK BIOBANK, Journal Article, Genetics, medicine, Humans, Genetic Predisposition to Disease, Risk factor, Genetic association, ta1184, ta3121, 06 Biological Sciences, 030104 developmental biology, Blood pressure, MYOCARDIAL-INFARCTION, Genetic Loci, genome-wide association studies, Genome-Wide Association Study, Cardiovascular Risk, Developmental Biology
Abstract

Elevated blood pressure is the leading heritable risk factor for cardiovascular disease worldwide. We report genetic association of blood pressure (systolic, diastolic, pulse pressure) among UK Biobank participants of European ancestry with independent replication in other cohorts, and robust validation of 107 independent loci. We also identify new independent variants at 11 previously reported blood pressure loci. In combination with results from a range of in silico functional analyses and wet bench experiments, our findings highlight new biological pathways for blood pressure regulation enriched for genes expressed in vascular tissues and identify potential therapeutic targets for hypertension. Results from genetic risk score models raise the possibility of a precision medicine approach through early lifestyle intervention to offset the impact of blood pressure-raising genetic variants on future cardiovascular disease risk.

Published
2017

30. Rare and low-frequency coding variants alter human adult height

Author

Marouli, Eirini, Graff, Mariaelisa, Medina-Gomez, Carolina, Lo, Ken Sin, Wood, Andrew R, Kjaer, Troels R, Fine, Rebecca S, Lu, Yingchang, Schurmann, Claudia, Highland, Heather M, Rueger, Sina, Thorleifsson, Gudmar, Justice, Anne E, Lamparter, David, Stirrups, Kathleen E, Turcot, Valerie, Young, Kristin L, Winkler, Thomas W, Esko, Tonu, Karaderi, Tugce, Locke, Adam E, Masca, Nicholas GD, Ng, Maggie CY, Mudgal, Poorva, Rivas, Manuel A, Vedantam, Sailaja, Mahajan, Anubha, Guo, Xiuqing, Abecasis, Goncalo, Aben, Katja K, Adair, Linda S, Alam, Dewan S, Albrecht, Eva, Allin, Kristine H, Allison, Matthew, Amouyel, Philippe, Appel, Emil V, Arveiler, Dominique, Asselbergs, Folkert W, Auer, Paul L, Balkau, Beverley, Banas, Bernhard, Bang, Lia E, Benn, Marianne, Bergmann, Sven, Bielak, Lawrence F, Blueher, Matthias, Boeing, Heiner, Boerwinkle, Eric, Boeger, Carsten A, Bonnycastle, Lori L, Bork-Jensen, Jette, Bots, Michiel L, Bottinger, Erwin P, Bowden, Donald W, Brandslund, Ivan, Breen, Gerome, Brilliant, Murray H, Broer, Linda, Burt, Amber A, Butterworth, Adam S, Carey, David J, Caulfield, Mark J, Chambers, John C, Chasman, Daniel I, Chen, Yii-Der Ida, Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y, Cocca, Massimiliano, Collins, Francis S, Cook, James P, Corley, Janie, Galbany, Jordi Corominas, Cox, Amanda J, Cuellar-Partida, Gabriel, Danesh, John, Davies, Gail, de Bakker, Paul IW, de Borst, Gert J, de Denus, Simon, de Groot, Mark CH, de Mutsert, Renee, Deary, Ian J, Dedoussis, George, Demerath, Ellen W, den Hollander, Anneke I, Dennis, Joe G, Di Angelantonio, Emanuele, Drenos, Fotios, Du, Mengmeng, Dunning, Alison M, Easton, Douglas F, Ebeling, Tapani, Edwards, Todd L, Ellinor, Patrick T, Elliott, Paul, Evangelou, Evangelos, Farmaki, Aliki-Eleni, Faul, Jessica D, Feitosa, Mary F, Feng, Shuang, Ferrannini, Ele, Ferrario, Marco M, Ferrieres, Jean, Florez, Jose C, Ford, Ian, Fornage, Myriam, Franks, Paul W, Frikke-Schmidt, Ruth, Galesloot, Tessel E, Gan, Wei, Gandin, Ilaria, Gasparini, Paolo, Giedraitis, Vilmantas, Giri, Ayush, Girotto, Giorgia, Gordon, Scott D, Gordon-Larsen, Penny, Gorski, Mathias, Grarup, Niels, Grove, Megan L, Gudnason, Vilmundur, Gustafsson, Stefan, Hansen, Torben, Harris, Kathleen Mullan, Harris, Tamara B, Hattersley, Andrew T, Hayward, Caroline, He, Liang, Heid, Iris M, Heikkila, Kauko, Helgeland, Oyvind, Hernesniemi, Jussi, Hewitt, Alex W, Hocking, Lynne J, Hollensted, Mette, Holmen, Oddgeir L, Hovingh, G Kees, Howson, Joanna MM, Hoyng, Carel B, Huang, Paul L, Hveem, Kristian, Ikram, M Arfan, Ingelsson, Erik, Jackson, Anne U, Jansson, Jan-Hakan, Jarvik, Gail P, Jensen, Gorm B, Jhun, Min A, Jia, Yucheng, Jiang, Xuejuan, Johansson, Stefan, Jorgensen, Marit E, Jorgensen, Torben, Jousilahti, Pekka, Jukema, J Wouter, Kahali, Bratati, Kahn, Rene S, Kahonen, Mika, Kamstrup, Pia R, Kanoni, Stavroula, Kaprio, Jaakko, Karaleftheri, Maria, Kardia, Sharon LR, Karpe, Fredrik, Kee, Frank, Keeman, Renske, Kiemeney, Lambertus A, Kitajima, Hidetoshi, Kluivers, Kirsten B, Kocher, Thomas, Komulainen, Pirjo, Kontto, Jukka, Kooner, Jaspal S, Kooperberg, Charles, Kovacs, Peter, Kriebel, Jennifer, Kuivaniemi, Helena, Kury, Sebastien, Kuusisto, Johanna, La Bianca, Martina, Laakso, Markku, Lakka, Timo A, Lange, Ethan M, Lange, Leslie A, Langefeld, Carl D, Langenberg, Claudia, Larson, Eric B, Lee, I-Te, Lehtimaki, Terho, Lewis, Cora E, Li, Huaixing, Li, Jin, Li-Gao, Ruifang, Lin, Honghuang, Lin, Li-An, Lin, Xu, Lind, Lars, Lindstrom, Jaana, Linneberg, Allan, Liu, Yeheng, Liu, Yongmei, Lophatananon, Artitaya, Luan, Jian'an, Lubitz, Steven A, Lyytikainen, Leo-Pekka, Mackey, David A, Madden, Pamela AF, Manning, Alisa K, Mannisto, Satu, Marenne, Gaelle, Marten, Jonathan, Martin, Nicholas G, Mazul, Angela L, Meidtner, Karina, Metspalu, Andres, Mitchell, Paul, Mohlke, Karen L, Mook-Kanamori, Dennis O, Morgan, Anna, Morris, Andrew D, Morris, Andrew P, Mueller-Nurasyid, Martina, Munroe, Patricia B, Nalls, Mike A, Nauck, Matthias, Nelson, Christopher P, Neville, Matt, Nielsen, Sune F, Nikus, Kjell, Njolstad, Pal R, Nordestgaard, Borge G, Ntalla, Ioanna, O'Connel, Jeffrey R, Oksa, Heikki, Loohuis, Loes M Olde, Ophoff, Roel A, Owen, Katharine R, Packard, Chris J, Padmanabhan, Sandosh, Palmer, Colin NA, Pasterkamp, Gerard, Patel, Aniruddh P, Pattie, Alison, Pedersen, Oluf, Peissig, Peggy L, Peloso, Gina M, Pennell, Craig E, Perola, Markus, Perry, James A, Perry, John RB, Person, Thomas N, Pirie, Ailith, Polasek, Ozren, Posthuma, Danielle, Raitakari, Olli T, Rasheed, Asif, Rauramaa, Rainer, Reilly, Dermot F, Reiner, Alex P, Renstrom, Frida, Ridker, Paul M, Rioux, John D, Robertson, Neil, Robino, Antonietta, Rolandsson, Olov, Rudan, Igor, Ruth, Katherine S, Saleheen, Danish, Salomaa, Veikko, Samani, Nilesh J, Sandow, Kevin, Sapkota, Yadav, Sattar, Naveed, Schmidt, Marjanka K, Schreiner, Pamela J, Schulze, Matthias B, Scott, Robert A, Segura-Lepe, Marcelo P, Shah, Svati, Sim, Xueling, Sivapalaratnam, Suthesh, Small, Kerrin S, 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R, Woods, Michael O, Wu, Ying, Yaghootkar, Hanieh, Yao, Jie, Yao, Pang, Yerges-Armstrong, Laura M, Young, Robin, Zeggini, Eleftheria, Zhan, Xiaowei, Zhang, Weihua, Zhao, Jing Hua, Zhao, Wei, Zheng, He, Zhou, Wei, Rotter, Jerome I, Boehnke, Michael, Kathiresan, Sekar, McCarthy, Mark I, Willer, Cristen J, Stefansson, Kari, Borecki, Ingrid B, Liu, Dajiang J, North, Kari E, Heard-Costa, Nancy L, Pers, Tune H, Lindgren, Cecilia M, Oxvig, Claus, Kutalik, Zoltan, Rivadeneira, Fernando, Loos, Ruth JF, Frayling, Timothy M, Hirschhorn, Joel N, Deloukas, Panos, Lettre, Guillaume, Consortium, EPIC-InterAct, Consortium, EPIC-CVD, Consortium, CHD Exome, Consortium, ExomeBP, Consortium, T2D-Genes, Consortium, GoT2D Genes, Consortium, Global Lipids Genetics, Consortium, ReproGen, Investigators, MAGIC, Marouli, Eirini, Graff, Mariaelisa, Medina Gomez, Carolina, Lo, Ken Sin, Wood, Andrew R., Kjaer, Troels R., Fine, Rebecca S., Lu, Yingchang, Schurmann, Claudia, Highland, Heather M., Rüeger, Sina, Thorleifsson, Gudmar, Justice, Anne E., Lamparter, David, Stirrups, Kathleen E., Turcot, Valérie, Young, Kristin L., Winkler, Thomas W., Esko, Tõnu, Karaderi, Tugce, Locke, Adam E., Masca, Nicholas G. D., Ng, Maggie C. Y., Mudgal, Poorva, Rivas, Manuel A., Vedantam, Sailaja, Mahajan, Anubha, Guo, Xiuqing, Abecasis, Goncalo, Aben, Katja K., Adair, Linda S., Alam, Dewan S., Albrecht, Eva, Allin, Kristine H., Allison, Matthew, Amouyel, Philippe, Appel, Emil V., Arveiler, Dominique, Asselbergs, Folkert W., Auer, Paul L., Balkau, Beverley, Banas, Bernhard, Bang, Lia E., Benn, Marianne, Bergmann, Sven, Bielak, Lawrence F., Blüher, Matthia, Boeing, Heiner, Boerwinkle, Eric, Böger, Carsten A., Bonnycastle, Lori L., Bork Jensen, Jette, Bots, Michiel L., Bottinger, Erwin P., Bowden, Donald W., Brandslund, Ivan, Breen, Gerome, Brilliant, Murray H., Broer, Linda, Burt, Amber A., Butterworth, Adam S., Carey, David J., Caulfield, Mark J., Chambers, John C., Chasman, Daniel I., Chen, Yii Der Ida, Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y., Cocca, Massimiliano, Collins, Francis S., Cook, James P., Corley, Janie, Galbany, Jordi Coromina, Cox, Amanda J., Cuellar Partida, Gabriel, Danesh, John, Davies, Gail, De Bakker, Paul I. W., De Borst, Gert J., De Denus, Simon, De Groot, Mark C. H., De Mutsert, Renée, Deary, Ian J., Dedoussis, George, Demerath, Ellen W., Den Hollander, Anneke I., Dennis, Joe G., Di Angelantonio, Emanuele, Drenos, Fotio, Du, Mengmeng, Dunning, Alison M., Easton, Douglas F., Ebeling, Tapani, Edwards, Todd L., Ellinor, Patrick T., Elliott, Paul, Evangelou, Evangelo, Farmaki, Aliki Eleni, Faul, Jessica D., Feitosa, Mary F., Feng, Shuang, Ferrannini, Ele, Ferrario, Marco M., Ferrieres, Jean, Florez, Jose C., Ford, Ian, Fornage, Myriam, Franks, Paul W., Frikke Schmidt, Ruth, Galesloot, Tessel E., Gan, Wei, Gandin, Ilaria, Gasparini, Paolo, Giedraitis, Vilmanta, Giri, Ayush, Girotto, Giorgia, Gordon, Scott D., Gordon Larsen, Penny, Gorski, Mathia, Grarup, Niel, Grove, Megan L., Gudnason, Vilmundur, Gustafsson, Stefan, Hansen, Torben, Harris, Kathleen Mullan, Harris, Tamara B., Hattersley, Andrew T., Hayward, Caroline, He, Liang, Heid, Iris M., Heikkilä, Kauko, Helgeland, Øyvind, Hernesniemi, Jussi, Hewitt, Alex W., Hocking, Lynne J., Hollensted, Mette, Holmen, Oddgeir L., Hovingh, G. Kee, Howson, Joanna M. M., Hoyng, Carel B., Huang, Paul L., Hveem, Kristian, Ikram, M. Arfan, Ingelsson, Erik, Jackson, Anne U., Jansson, Jan Håkan, Jarvik, Gail P., Jensen, Gorm B., Jhun, Min A., Jia, Yucheng, Jiang, Xuejuan, Johansson, Stefan, Jørgensen, Marit E., Jørgensen, Torben, Jousilahti, Pekka, Jukema, J. Wouter, Kahali, Bratati, Kahn, René S., Kähönen, Mika, Kamstrup, Pia R., Kanoni, Stavroula, Kaprio, Jaakko, Karaleftheri, Maria, Kardia, Sharon L. R., Karpe, Fredrik, Kee, Frank, Keeman, Renske, Kiemeney, Lambertus A., Kitajima, Hidetoshi, Kluivers, Kirsten B., Kocher, Thoma, Komulainen, Pirjo, Kontto, Jukka, Kooner, Jaspal S., Kooperberg, Charle, Kovacs, Peter, Kriebel, Jennifer, Kuivaniemi, Helena, Küry, Sébastien, Kuusisto, Johanna, LA BIANCA, Martina, Laakso, Markku, Lakka, Timo A., Lange, Ethan M., Lange, Leslie A., Langefeld, Carl D., Langenberg, Claudia, Larson, Eric B., Lee, I. Te, Lehtimäki, Terho, Lewis, Cora E., Li, Huaixing, Li, Jin, Li Gao, Ruifang, Lin, Honghuang, Lin, Li An, Lin, Xu, Lind, Lar, Lindström, Jaana, Linneberg, Allan, Liu, Yeheng, Liu, Yongmei, Lophatananon, Artitaya, Luan, Jian'An, Lubitz, Steven A., Lyytikäinen, Leo Pekka, Mackey, David A., Madden, Pamela A. F., Manning, Alisa K., Männistö, Satu, Marenne, Gaëlle, Marten, Jonathan, Martin, Nicholas G., Mazul, Angela L., Meidtner, Karina, Metspalu, Andre, Mitchell, Paul, Mohlke, Karen L., Mook Kanamori, Dennis O., Morgan, Anna, Morris, Andrew D., Morris, Andrew P., Müller Nurasyid, Martina, Munroe, Patricia B., Nalls, Mike A., Nauck, Matthia, Nelson, Christopher P., Neville, Matt, Nielsen, Sune F., Nikus, Kjell, Njølstad, Pål R., Nordestgaard, Børge G., Ntalla, Ioanna, O'Connel, Jeffrey R., Oksa, Heikki, Loohuis, Loes M. Olde, Ophoff, Roel A., Owen, Katharine R., Packard, Chris J., Padmanabhan, Sandosh, Palmer, Colin N. A., Pasterkamp, Gerard, Patel, Aniruddh P., Pattie, Alison, Pedersen, Oluf, Peissig, Peggy L., Peloso, Gina M., Pennell, Craig E., Perola, Marku, Perry, James A., Perry, John R. B., Person, Thomas N., Pirie, Ailith, Polasek, Ozren, Posthuma, Danielle, Raitakari, Olli T., Rasheed, Asif, Rauramaa, Rainer, Reilly, Dermot F., Reiner, Alex P., Renström, Frida, Ridker, Paul M., Rioux, John D., Robertson, Neil, Robino, Antonietta, Rolandsson, Olov, Rudan, Igor, Ruth, Katherine S., Saleheen, Danish, Salomaa, Veikko, Samani, Nilesh J., Sandow, Kevin, Sapkota, Yadav, Sattar, Naveed, Schmidt, Marjanka K., Schreiner, Pamela J., Schulze, Matthias B., Scott, Robert A., Segura Lepe, Marcelo P., Shah, Svati, Sim, Xueling, Sivapalaratnam, Suthesh, Small, Kerrin S., Smith, Albert Vernon, Smith, Jennifer A., Southam, Lorraine, Spector, Timothy D., Speliotes, Elizabeth K., Starr, John M., Steinthorsdottir, Valgerdur, Stringham, Heather M., Stumvoll, Michael, Surendran, Praveen, Hart'T, Leen M., Tansey, Katherine E., Tardif, Jean Claude, Taylor, Kent D., Teumer, Alexander, Thompson, Deborah J., Thorsteinsdottir, Unnur, Thuesen, Betina H., Tönjes, Anke, Tromp, Gerard, Trompet, Stella, Tsafantakis, Emmanouil, Tuomilehto, Jaakko, Tybjaerg Hansen, Anne, Tyrer, Jonathan P., Uher, Rudolf, Uitterlinden, André G., Ulivi, Sheila, Van Der Laan, Sander W., Van Der Leij, Andries R., Van Duijn, Cornelia M., Van Schoor, Natasja M., Van Setten, Jessica, Varbo, Anette, Varga, Tibor V., Varma, Rohit, Velez Edwards, Digna R., Vermeulen, Sita H., Vestergaard, Henrik, Vitart, Veronique, Vogt, Thomas F., Vozzi, Diego, Walker, Mark, Wang, Feijie, Wang, Carol A., Wang, Shuai, Wang, Yiqin, Wareham, Nicholas J., Warren, Helen R., Wessel, Jennifer, Willems, Sara M., Wilson, James G., Witte, Daniel R., Woods, Michael O., Wu, Ying, Yaghootkar, Hanieh, Yao, Jie, Yao, Pang, Yerges Armstrong, Laura M., Young, Robin, Zeggini, Eleftheria, Zhan, Xiaowei, Zhang, Weihua, Zhao, Jing Hua, Zhao, Wei, Zheng, He, Zhou, Wei, Rotter, Jerome I., Boehnke, Michael, Kathiresan, Sekar, Mccarthy, Mark I., Willer, Cristen J., Stefansson, Kari, Borecki, Ingrid B., Liu, Dajiang J., North, Kari E., Heard Costa, Nancy L., Pers, Tune H., Lindgren, Cecilia M., Oxvig, Clau, Kutalik, Zoltán, Rivadeneira, Fernando, Loos, Ruth J. F., Frayling, Timothy M., Hirschhorn, Joel N., Deloukas, Pano, Lettre, Guillaume, Pharmacoepidemiology and Clinical Pharmacology, ACS - Amsterdam Cardiovascular Sciences, Vascular Medicine, ACS - Atherosclerosis & ischemic syndromes, Internal Medicine, Epidemiology, Obstetrics & Gynecology, Radiology & Nuclear Medicine, Neurology, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, British Heart Foundation, Medical Research Council (MRC), Wellcome Trust, National Institute for Health Research, Imperial College Healthcare NHS Trust- BRC Funding, Action on Hearing Loss, Home Office, National Institutes of Health, Public Health England, EPIC-InterAct Consortium, CHD Exome+ Consortium, ExomeBP Consortium, T2D-Genes Consortium, GoT2D Genes Consortium, Global Lipids Genetics Consortium, ReproGen Consortium, MAGIC Investigators, Physiology, Human genetics, APH - Personalized Medicine, APH - Aging & Later Life, Epidemiology and Data Science, and Amsterdam Reproduction & Development (AR&D)

Subjects
0301 basic medicine, Male, ReproGen Consortium, Multifactorial Inheritance, Genome-wide association study, Sensory disorders Donders Center for Medical Neuroscience [Radboudumc 12], Androgen, ADAMTS Proteins, Gene Frequency, Missing heritability problem, MISSING HERITABILITY, Receptors, 2.1 Biological and endogenous factors, Pregnancy-Associated Plasma Protein-A, Aetiology, Non-U.S. Gov't, Glycosaminoglycans, Genetics, Multidisciplinary, Genome, CHD Exome+ Consortium, Medicine (all), Research Support, Non-U.S. Gov't, T2D-Genes Consortium, Global Lipids Genetics Consortium, Multidisciplinary Sciences, Phenotype, NADPH Oxidase 4, Receptors, Androgen, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], Interferon Regulatory Factors, Science & Technology - Other Topics, Intercellular Signaling Peptides and Proteins, Female, Proteoglycans, EPIC-InterAct Consortium, ExomeBP Consortium, Common disease-common variant, Human, Adult, General Science & Technology, Biology, Development, Research Support, Article, GENETIC ARCHITECTURE, N.I.H, 03 medical and health sciences, MAGIC Investigators, Research Support, N.I.H., Extramural, Somatomedins, Genetic variation, MD Multidisciplinary, Journal Article, gene, height, rare, Humans, Hedgehog Proteins, Interleukin-11 Receptor alpha Subunit, Allele, GENOME-WIDE ASSOCIATION, Gene, Allele frequency, Alleles, Genetic association, Genetic association study, Glycoproteins, Science & Technology, MUTATIONS, Genome, Human, ta1184, Human Genome, Extramural, Genetic Variation, NADPH Oxidases, ta3121, Body Height, INTERLEUKIN-11, Reconstructive and regenerative medicine Radboud Institute for Health Sciences [Radboudumc 10], MICE, 030104 developmental biology, GoT2D Genes Consortium, Proteolysis, Procollagen N-Endopeptidase, Cell Adhesion Molecules
Abstract

Contains fulltext : 169801.pdf (Publisher’s version ) (Closed access) Height is a highly heritable, classic polygenic trait with approximately 700 common associated variants identified through genome-wide association studies so far. Here, we report 83 height-associated coding variants with lower minor-allele frequencies (in the range of 0.1-4.8%) and effects of up to 2 centimetres per allele (such as those in IHH, STC2, AR and CRISPLD2), greater than ten times the average effect of common variants. In functional follow-up studies, rare height-increasing alleles of STC2 (giving an increase of 1-2 centimetres per allele) compromised proteolytic inhibition of PAPP-A and increased cleavage of IGFBP-4 in vitro, resulting in higher bioavailability of insulin-like growth factors. These 83 height-associated variants overlap genes that are mutated in monogenic growth disorders and highlight new biological candidates (such as ADAMTS3, IL11RA and NOX4) and pathways (such as proteoglycan and glycosaminoglycan synthesis) involved in growth. Our results demonstrate that sufficiently large sample sizes can uncover rare and low-frequency variants of moderate-to-large effect associated with polygenic human phenotypes, and that these variants implicate relevant genes and pathways.

Published
2017

31. Genetic association study of QT interval highlights role for calcium signaling pathways in myocardial repolarization

Author

Yuki Bradford, Toshiko Tanaka, Jeffrey R. O'Connell, Florence Kyndt, Unnur Thorsteinsdottir, Ivana Kolcic, Xiaoyan Yin, Vincent Probst, Manolis Kellis, Christopher Newton-Cheh, Stefan Kääb, Argelia Medeiros-Domingo, Markus M. Nöthen, Paolo Gasparini, Jean-Jacques Schott, Ruth J. F. Loos, Thomas W. Mühleisen, Annukka Marjamaa, Morris Brown, Igor Rudan, Runjun D. Kumar, Peter J. Schwartz, Lars Lind, Martina Müller-Nurasyid, Xinchen Wang, Joshua C. Denny, Roberto Insolia, Soumya Raychaudhuri, Stephen W. Scherer, Bruno H. Stricker, Alexander Kluttig, Adamo Pio D'Adamo, Laurie A. Boyer, Moritz F. Sinner, Norbert Frey, Nour Eddine El Mokhtari, Thomas Meitinger, Jesper V. Olsen, Gerjan Navis, Steven R. Cummings, Richard W Morris, Nynke Hofman, Marcel den Hoed, Rudolf A. de Boer, Gonçalo R. Abecasis, Mark J. Daly, Dan M. Roden, Christian Gieger, Lyudmyla Kedenko, Marcus Dörr, Thomas P. Cappola, Afshin Parsa, Kari Stefansson, Markus Perola, Mark Eijgelsheim, Fredrik Nyberg, Robert M. Hamilton, Yalda Jamshidi, W. H. Linda Kao, Terho Lehtimäki, Annette Peters, David Schlessinger, Peter P. Pramstaller, James F. Wilson, Vilmundur Gudnason, Florian Kronenberg, Aroon D. Hingorani, Connie R. Bezzina, Abdennasser Bardai, Marylyn D. Ritchie, Andrew S. Plump, Johan Sundström, Daryl Waggott, Chrysoula Dalageorgou, Paul I.W. de Bakker, Uwe Völker, Aaron Isaacs, Oscar H. Franco, Yongmei Liu, Andrew N. Nicolaides, Lia Crotti, Cornelia M. van Duijn, Ben A. Oostra, Arne Pfeufer, Karl Werdan, Michael Morley, Jan A. Kors, Julien Barc, Lewin Eisele, Siegfried Perz, Stéphanie Chatel, Pieter A. van der Vleuten, Sara L. Pulit, Anna F. Dominiczak, Harry Campbell, Alice Ghidoni, Irene Mateo Leach, Nona Sotoodehnia, Nina Mononen, Henriette E. Meyer zu Schwabedissen, Alvaro Alonso, Fabiola Del Greco M, Dan E. Arking, Vera Adamkova, Mike A. Nalls, Valur Emilsson, Edward G. Lakatta, Kirill Tarasov, Alan F. Wright, Lenore J. Launer, Erik Ingelsson, Karin Halina Greiser, Ozren Polasek, Massimo Carella, Daniel F. Gudbjartsson, Bouwe P. Krijthe, Hanna Prucha, Per Hoffmann, Maura Griffin, Stefan Kiechl, Angel Carracedo, Ilja M. Nolte, Christine E. Moravec, Johann Willeit, Joshua C. Bis, Patricia B. Munroe, Marcello Ricardo Paulista Markus, Hailiang Huang, Mika Kähönen, Albert Hofman, Peter H. Whincup, Dirk J. van Veldhuisen, Michael Knoflach, Alicia Lundby, Serena Sanna, Hagen Kälsch, Bernhard Paulweber, Kamil Slowikowski, Luigi Ferrucci, Melanie Waldenberger, Marco Bobbo, Annukka M. Lahtinen, Ann-Christine Syvänen, J. Gustav Smith, Åsa Torinsson Naluai, Jaroslav A. Hubacek, Jeffrey Brandimarto, Wendy S. Post, Lude Franke, Mark J. Caulfield, Folkert W. Asselbergs, André G. Uitterlinden, Stefan Gustafsson, Pim van der Harst, David J. Tester, David S. Siscovick, David O. Arnar, Sarah H Wild, Elizabeth J. Rossin, Albert V. Smith, Bruce M. Psaty, Georg Ehret, Alan R. Shuldiner, Stephen Newhouse, Kimmo Kontula, Maria Brion, Andre Franke, Peter W. Macfarlane, Mika Kivimäki, Tamara B. Harris, Lasse Oikarinen, Tamara T. Koopmann, Kenneth B. Margulies, Aravinda Chakravarti, Gianfranco Sinagra, Maarten P. van den Berg, Veikko Salomaa, Karl-Heinz Jöckel, Daniel S. Evans, Caroline Hayward, Kimmo Porthan, Michael J. Ackerman, Jacqueline C.M. Witteman, Arthur A.M. Wilde, Martin G. Larson, Kasper Lage, Manuela Uda, Susan R. Heckbert, Joel S. Bader, Graham Watt, María Dolores Torres, Stephan B. Felix, Jerome I. Rotter, Pau Navarro, Meena Kumari, Johan Ärnlöv, Andrew D. Paterson, Antti Jula, Olli T. Raitakari, Raimund Erbel, Christopher J. O'Donnell, Britt M. Beckmann, Peter A. Noseworthy, Tim D. Spector, Wai K. Lee, Leopoldo Zelante, Nilesh J. Samani, John R. Giudicessi, Harold Snieder, Dag S. Thelle, David Ellinghaus, Eimo Martens, James B. Strait, Jorma S. A. Viikari, Andrew D. Johnson, Antonella Mulas, Hilma Holm, Johannes Haerting, Annamaria Iorio, Rebecca L. Zuvich, Sheila Ulivi, Andrew A. Hicks, Elijah R. Behr, Leo-Pekka Lyytikäinen, Bernhard Strohmer, Marco Orru, Claudia Lamina, Sandosh Padmanabhan, Christian Fuchsberger, Andrie G. Panayiotou, Ehret, Georg Benedikt, Internal Medicine, Public Health, Epidemiology, Rehabilitation Medicine, Medical Informatics, Clinical Genetics, Cardiovascular Centre (CVC), Life Course Epidemiology (LCE), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Lifestyle Medicine (LM), Groningen Kidney Center (GKC), Vascular Ageing Programme (VAP), Ethical, Legal, Social Issues in Genetics (ELSI), Stem Cell Aging Leukemia and Lymphoma (SALL), Arking, D, Pulit, S, Crotti, L, van der Harst, P, Munroe, P, Koopmann, T, Sotoodehnia, N, Rossin, E, Morley, M, Wang, X, Johnson, A, Lundby, A, Gudbjartsson, D, Noseworthy, P, Eijgelsheim, M, Bradford, Y, Tarasov, K, Dörr, M, Müller-Nurasyid, M, Lahtinen, A, Nolte, I, Smith, A, Bis, J, Isaacs, A, Newhouse, S, Evans, D, Post, W, Waggott, D, Lyytikäinen, L, Hicks, A, Eisele, L, Ellinghaus, D, Hayward, C, Navarro, P, Ulivi, S, Tanaka, T, Tester, D, Chatel, S, Gustafsson, S, Kumari, M, Morris, R, Naluai, A, Padmanabhan, S, Kluttig, A, Strohmer, B, Panayiotou, A, Torres, M, Knoflach, M, Hubacek, J, Slowikowski, K, Raychaudhuri, S, Kumar, R, Harris, T, Launer, L, Shuldiner, A, Alonso, A, Bader, J, Ehret, G, Huang, H, Kao, W, Strait, J, Macfarlane, P, Brown, M, Caulfield, M, Samani, N, Kronenberg, F, Willeit, J, Smith, J, Greiser, K, Meyer Zu Schwabedissen, H, Werdan, K, Carella, M, Zelante, L, Heckbert, S, Psaty, B, Rotter, J, Kolcic, I, Polašek, O, Wright, A, Griffin, M, Daly, M, Arnar, D, Hólm, H, Thorsteinsdottir, U, Denny, J, Roden, D, Zuvich, R, Emilsson, V, Plump, A, Larson, M, O'Donnell, C, Yin, X, Bobbo, M, D'Adamo, A, Iorio, A, Sinagra, G, Carracedo, A, Cummings, S, Nalls, M, Jula, A, Kontula, K, Marjamaa, A, Oikarinen, L, Perola, M, Porthan, K, Erbel, R, Hoffmann, P, Jöckel, K, Kälsch, H, Nöthen, M, den Hoed, M, Loos, R, Thelle, D, Gieger, C, Meitinger, T, Perz, S, Peters, A, Prucha, H, Sinner, M, Waldenberger, M, de Boer, R, Franke, L, van der Vleuten, P, Beckmann, B, Martens, E, Bardai, A, Hofman, N, Wilde, A, Behr, E, Dalageorgou, C, Giudicessi, J, Medeiros-Domingo, A, Kyndt, F, Probst, V, Ghidoni, A, Insolia, R, Hamilton, R, Scherer, S, Brandimarto, J, Margulies, K, Moravec, C, Greco, M, Fuchsberger, C, O'Connell, J, Lee, W, Watt, G, Campbell, H, Wild, S, El Mokhtari, N, Frey, N, Asselbergs, F, Mateo Leach, I, Navis, G, van den Berg, M, van Veldhuisen, D, Kellis, M, Krijthe, B, Franco, O, Hofman, A, Kors, J, Uitterlinden, A, Witteman, J, Kedenko, L, Lamina, C, Oostra, B, Abecasis, G, Lakatta, E, Mulas, A, Orrú, M, Schlessinger, D, Uda, M, Markus, M, Völker, U, Snieder, H, Spector, T, Arnlöv, J, Lind, L, Sundström, J, Syvänen, A, Kivimaki, M, Kähönen, M, Mononen, N, Raitakari, O, Viikari, J, Adamkova, V, Kiechl, S, Brion, M, Nicolaides, A, Paulweber, B, Haerting, J, Dominiczak, A, Nyberg, F, Whincup, P, Hingorani, A, Schott, J, Bezzina, C, Ingelsson, E, Ferrucci, L, Gasparini, P, Wilson, J, Rudan, I, Franke, A, Mühleisen, T, Pramstaller, P, Lehtimäki, T, Paterson, A, Parsa, A, Liu, Y, van Duijn, C, Siscovick, D, Gudnason, V, Jamshidi, Y, Salomaa, V, Felix, S, Sanna, S, Ritchie, M, Stricker, B, Stefansson, K, Boyer, L, Cappola, T, Olsen, J, Lage, K, Schwartz, P, Kääb, S, Chakravarti, A, Ackerman, M, Pfeufer, A, de Bakker, P, Newton-Cheh, C, Arking, Dan E., Pulit, Sara L., Crotti, Lia, Van Der Harst, Pim, Munroe, Patricia B., Koopmann, Tamara T., Sotoodehnia, Nona, Rossin, Elizabeth J., Morley, Michael, Wang, Xinchen, Johnson, Andrew D., Lundby, Alicia, Gudbjartsson, Daníel F., Noseworthy, Peter A., Eijgelsheim, Mark, Bradford, Yuki, Tarasov, Kirill V., Dörr, Marcu, Müller Nurasyid, Martina, Lahtinen, Annukka M., Nolte, Ilja M., Smith, Albert Vernon, Bis, Joshua C., Isaacs, Aaron, Newhouse, Stephen J., Evans, Daniel S., Post, Wendy S., Waggott, Daryl, Lyytikäinen, Leo Pekka, Hicks, Andrew A., Eisele, Lewin, Ellinghaus, David, Hayward, Caroline, Navarro, Pau, Ulivi, Sheila, Tanaka, Toshiko, Tester, David J., Chatel, Stéphanie, Gustafsson, Stefan, Kumari, Meena, Morris, Richard W., Naluai, Asa T., Padmanabhan, Sandosh, Kluttig, Alexander, Strohmer, Bernhard, Panayiotou, Andrie G., Torres, Maria, Knoflach, Michael, Hubacek, Jaroslav A., Slowikowski, Kamil, Raychaudhuri, Soumya, Kumar, Runjun D., Harris, Tamara B., Launer, Lenore J., Shuldiner, Alan R., Alonso, Alvaro, Bader, Joel S., Ehret, Georg, Huang, Hailiang, Kao, W. H. Linda, Strait, James B., Macfarlane, Peter W., Brown, Morri, Caulfield, Mark J., Samani, Nilesh J., Kronenberg, Florian, Willeit, Johann, Smith, J. Gustav, Greiser, Karin H., Zu Schwabedissen, Henriette Meyer, Werdan, Karl, Carella, Massimo, Zelante, Leopoldo, Heckbert, Susan R., Psaty, Bruce M., Rotter, Jerome I., Kolcic, Ivana, Polašek, Ozren, Wright, Alan F., Griffin, Maura, Daly, Mark J., Arnar, David O., Hólm, Hilma, Thorsteinsdottir, Unnur, Denny, Joshua C., Roden, Dan M., Zuvich, Rebecca L., Emilsson, Valur, Plump, Andrew S., Larson, Martin G., O'Donnell, Christopher J., Yin, Xiaoyan, Bobbo, Marco, D'Adamo, ADAMO PIO, Iorio, Annamaria, Sinagra, Gianfranco, Carracedo, Angel, Cummings, Steven R., Nalls, Michael A., Jula, Antti, Kontula, Kimmo K., Marjamaa, Annukka, Oikarinen, Lasse, Perola, Marku, Porthan, Kimmo, Erbel, Raimund, Hoffmann, Per, Jöckel, Karl Heinz, Kälsch, Hagen, Nöthen, Markus M., Den Hoed, Marcel, Loos, Ruth J. F., Thelle, Dag S., Gieger, Christian, Meitinger, Thoma, Perz, Siegfried, Peters, Annette, Prucha, Hanna, Sinner, Moritz F., Waldenberger, Melanie, De Boer, Rudolf A., Franke, Lude, Van Der Vleuten, Pieter A., Beckmann, Britt Maria, Martens, Eimo, Bardai, Abdennasser, Hofman, Nynke, Wilde, Arthur A. M., Behr, Elijah R., Dalageorgou, Chrysoula, Giudicessi, John R., Medeiros Domingo, Argelia, Barc, Julien, Kyndt, Florence, Probst, Vincent, Ghidoni, Alice, Insolia, Roberto, Hamilton, Robert M., Scherer, Stephen W., Brandimarto, Jeffrey, Margulies, Kenneth, Moravec, Christine E., Del Greco M, Fabiola, Fuchsberger, Christian, O'Connell, Jeffrey R., Lee, Wai K., Watt, Graham C. M., Campbell, Harry, Wild, Sarah H., El Mokhtari, Nour E., Frey, Norbert, Asselbergs, Folkert W., Leach, Irene Mateo, Navis, Gerjan, Van Den Berg, Maarten P., Van Veldhuisen, Dirk J., Kellis, Manoli, Krijthe, Bouwe P., Franco, Oscar H., Hofman, Albert, Kors, Jan A., Uitterlinden, André G., Witteman, Jacqueline C. M., Kedenko, Lyudmyla, Lamina, Claudia, Oostra, Ben A., Abecasis, Gonçalo R., Lakatta, Edward G., Mulas, Antonella, Orrú, Marco, Schlessinger, David, Uda, Manuela, Markus, Marcello R. P., Völker, Uwe, Snieder, Harold, Spector, Timothy D., Ärnlöv, Johan, Lind, Lar, Sundström, Johan, Syvänen, Ann Christine, Kivimaki, Mika, Kähönen, Mika, Mononen, Nina, Raitakari, Olli T., Viikari, Jorma S., Adamkova, Vera, Kiechl, Stefan, Brion, Maria, Nicolaides, Andrew N., Paulweber, Bernhard, Haerting, Johanne, Dominiczak, Anna F., Nyberg, Fredrik, Whincup, Peter H., Hingorani, Aroon D., Schott, Jean Jacque, Bezzina, Connie R., Ingelsson, Erik, Ferrucci, Luigi, Gasparini, Paolo, Wilson, James F., Rudan, Igor, Franke, Andre, Mühleisen, Thomas W., Pramstaller, Peter P., Lehtimäki, Terho J., Paterson, Andrew D., Parsa, Afshin, Liu, Yongmei, Van Duijn, Cornelia M., Siscovick, David S., Gudnason, Vilmundur, Jamshidi, Yalda, Salomaa, Veikko, Felix, Stephan B., Sanna, Serena, Ritchie, Marylyn D., Stricker, Bruno H., Stefansson, Kari, Boyer, Laurie A., Cappola, Thomas P., Olsen, Jesper V., Lage, Kasper, Schwartz, Peter J., Kääb, Stefan, Chakravarti, Aravinda, Ackerman, Michael J., Pfeufer, Arne, De Bakker, Paul I. W., Newton Cheh, Christopher, Cardiology, ACS - Amsterdam Cardiovascular Sciences, and Human Genetics

Subjects
Male, Candidate gene, Myocardium/metabolism, LOCI, Medizin, Heart electrophysiology, Genome-wide association study, Arrhythmias, Bioinformatics, Medical and Health Sciences, Heart Ventricle, Sudden cardiac death, Electrocardiography, PR INTERVAL, Arrhythmias, Cardiac/genetics, Death, Sudden, Cardiac/etiology, Genetics, ddc:616, Cardiac electrophysiology, Adult, Aged, Arrhythmias, Cardiac, Calcium Signaling, Death, Sudden, Cardiac, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Genotype, Heart Ventricles, Humans, Long QT Syndrome, Middle Aged, Myocardium, Polymorphism, Single Nucleotide, COMMON VARIANTS, Heart Ventricles/metabolism, Single Nucleotide, Long QT Syndrome/genetics, CHRONIC HEART-FAILURE, Death, Heart ventricle arrhythmia, genetic association study, gene, SNP, heart, Genome-Wide Association Study/methods, Long QT syndrome, QRS DURATION, Cardiac, Cardiac/etiology, Human, QT interval, congenital, hereditary, and neonatal diseases and abnormalities, Electrocardiography/methods, TRPM7, BIO/18 - GENETICA, Cardiac/genetics, Biology, Article, sudden cardiac death, QRS complex, CARDIAC REPOLARIZATION, medicine, Repolarization, cardiovascular diseases, GENOME-WIDE ASSOCIATION, Polymorphism, MED/01 - STATISTICA MEDICA, calcium, ta1184, Calcium signaling, Calcium Signaling/genetics, MED/11 - MALATTIE DELL'APPARATO CARDIOVASCOLARE, ta3121, Cardiovascular risk, medicine.disease, SARCOPLASMIC-RETICULUM, Sudden, MODEL, Genetic association, myocardial repolarization, Genetic variability, Gene expression, Clinical Medicine, genetic, Controlled study
Abstract

The QT interval, an electrocardiographic measure reflecting myocardial repolarization, is a heritable trait. QT prolongation is a risk factor for ventricular arrhythmias and sudden cardiac death (SCD) and could indicate the presence of the potentially lethal mendelian long-QT syndrome (LQTS). Using a genome-wide association and replication study in up to 100,000 individuals, we identified 35 common variant loci associated with QT interval that collectively explain similar to 8-10% of QT-interval variation and highlight the importance of calcium regulation in myocardial repolarization. Rare variant analysis of 6 new QT interval-associated loci in 298 unrelated probands with LQTS identified coding variants not found in controls but of uncertain causality and therefore requiring validation. Several newly identified loci encode proteins that physically interact with other recognized repolarization proteins. Our integration of common variant association, expression and orthogonal protein-protein interaction screens provides new insights into cardiac electrophysiology and identifies new candidate genes for ventricular arrhythmias, LQTS and SCD.

Published
2014

32. Krinoidenstielglieder als Indikatoren der Gesteinsdeformation.

Author

Hellmers, Joh

Abstract

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Published
1955
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33. Six Novel Loci Associated with Circulating VEGF Levels Identified by a Meta-analysis of Genome-Wide Association Studies

Author

Ndeye Coumba Ndiaye, Vilmundur Gudnason, Daniela Ruggiero, Maria Pina Concas, Andrew D. Johnson, Seung Hoan Choi, Caterina Barbieri, Albert V. Smith, Teresa Nutile, Giovanni Battista Maestrale, Sophie Visvikis-Siest, Maria G. Stathopoulou, Rossella Sorice, Stéphanie Debette, Marina Ciullo, Anne-Louise Leutenegger, Cinzia Sala, Vasiliki Lagou, John Victor Lamont, Ramachandran S. Vasan, Erik Ingelsson, Peter Fitzgerald, Sudha Seshadri, Céline Bellenguez, Daniela Toniolo, Ci Song, Peter Kovacs, Anita L. DeStefano, Mario Pirastu, Anke Tönjes, Michela Traglia, Lars Lind, Boston University School of Medicine (BUSM), Boston University [Boston] (BU), Institute of Genetics and Biophysics, Consiglio Nazionale delle Ricerche (CNR), Uppsala Universitet [Uppsala], Karolinska Institutet [Stockholm], Icelandic Heart Association, Heart Preventive Clinic and Research Institute, University of Iceland [Reykjavik], IRCCS San Raffaele Scientific Institute [Milan, Italie], Interactions Gène-Environnement en Physiopathologie Cardio-Vasculaire (IGE-PCV), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lorraine (UL), Faculté de Pharmacie [Nancy], Université de Lorraine (UL), The Wellcome Trust Centre for Human Genetics [Oxford], University of Oxford, Oxford Centre for Diabetes, Endocrinology and Metabolism (OCDEM), Department of Neurology [Boston], Harvard Medical School [Boston] (HMS)-Massachusetts General Hospital [Boston], Epidémiologie et Biostatistique [Bordeaux], Université Bordeaux Segalen - Bordeaux 2-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), Universität Leipzig [Leipzig], Randox Laboratories, Epidémiologie des maladies chroniques : impact des interactions gène environnement sur la santé des populations, Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille, Droit et Santé, Institut Universitaire d'Hématologie (IUH), Université Paris Diderot - Paris 7 (UPD7), UL, IGEPCV, Choi, Seung Hoan, Ruggiero, Daniela, Sorice, Rossella, Song, Ci, Nutile, Teresa, Vernon Smith, Albert, Concas, Maria Pina, Traglia, Michela, Barbieri, Caterina, Ndiaye, Ndeye Coumba, Stathopoulou, Maria G., Lagou, Vasiliki, Maestrale, Giovanni Battista, Sala, Cinzia, Debette, Stephanie, Kovacs, Peter, Lind, Lar, Lamont, John, Fitzgerald, Peter, Tönjes, Anke, Gudnason, Vilmundur, Toniolo, Daniela, Pirastu, Mario, Bellenguez, Celine, Vasan, Ramachandran S., Ingelsson, Erik, Leutenegger, Anne-Louise, Johnson, Andrew D., Destefano, Anita L., Visvikis-Siest, Sophie, Seshadri, Sudha, Ciullo, Marina, and University of Oxford [Oxford]

Subjects
0301 basic medicine, Vascular Endothelial Growth Factor A, Cell signaling, Medicin och hälsovetenskap, Cancer Research, Physiology, Angiogenesis, Gene Expression, Genome-wide association study, Signal transduction, Medical and Health Sciences, Database and Informatics Methods, chemistry.chemical_compound, Mathematical and Statistical Techniques, 0302 clinical medicine, Animal Cells, Medicine and Health Sciences, Chromosomes, Human, Genetics (clinical), ComputingMilieux_MISCELLANEOUS, Genetics, Ecology, Chromosome Biology, Genomics, Hematology, Single Nucleotide, VEGF signaling, Genomic Databases, VEGF, Phenotype, Body Fluids, 3. Good health, Vascular endothelial growth factor, Blood, 030220 oncology & carcinogenesis, Physical Sciences, Anatomy, Cellular Types, Statistics (Mathematics), Research Article, Human, Platelets, lcsh:QH426-470, Evolution, European Continental Ancestry Group, Single-nucleotide polymorphism, Biology, [SDV.GEN.GH] Life Sciences [q-bio]/Genetics/Human genetics, Research and Analysis Methods, Genome Complexity, Chromosome, Polymorphism, Single Nucleotide, Chromosomes, White People, 03 medical and health sciences, Behavior and Systematics, Genetic, Genome-Wide Association Studies, Humans, Statistical Methods, 1000 Genomes Project, Polymorphism, Gene, Molecular Biology, Ecology, Evolution, Behavior and Systematics, Genome-Wide Association Study, Genetic Loci, Blood Cells, Biology and Life Sciences, Computational Biology, Human Genetics, Cell Biology, Genome Analysis, Ecology, Evolution, Behavior and Systematic, Introns, lcsh:Genetics, Biological Databases, 030104 developmental biology, chemistry, [SDV.GEN.GH]Life Sciences [q-bio]/Genetics/Human genetics, Expression quantitative trait loci, Mathematics, Meta-Analysis
Abstract

Vascular endothelial growth factor (VEGF) is an angiogenic and neurotrophic factor, secreted by endothelial cells, known to impact various physiological and disease processes from cancer to cardiovascular disease and to be pharmacologically modifiable. We sought to identify novel loci associated with circulating VEGF levels through a genome-wide association meta-analysis combining data from European-ancestry individuals and using a dense variant map from 1000 genomes imputation panel. Six discovery cohorts including 13,312 samples were analyzed, followed by in-silico and de-novo replication studies including an additional 2,800 individuals. A total of 10 genome-wide significant variants were identified at 7 loci. Four were novel loci (5q14.3, 10q21.3, 16q24.2 and 18q22.3) and the leading variants at these loci were rs114694170 (MEF2C, P = 6.79x10-13), rs74506613 (JMJD1C, P = 1.17x10-19), rs4782371 (ZFPM1, P = 1.59x10-9) and rs2639990 (ZADH2, P = 1.72x10-8), respectively. We also identified two new independent variants (rs34528081, VEGFA, P = 1.52x10-18; rs7043199, VLDLR-AS1, P = 5.12x10-14) at the 3 previously identified loci and strengthened the evidence for the four previously identified SNPs (rs6921438, LOC100132354, P = 7.39x10-1467; rs1740073, C6orf223, P = 2.34x10-17; rs6993770, ZFPM2, P = 2.44x10-60; rs2375981, KCNV2, P = 1.48x10-100). These variants collectively explained up to 52% of the VEGF phenotypic variance. We explored biological links between genes in the associated loci using Ingenuity Pathway Analysis that emphasized their roles in embryonic development and function. Gene set enrichment analysis identified the ERK5 pathway as enriched in genes containing VEGF associated variants. eQTL analysis showed, in three of the identified regions, variants acting as both cis and trans eQTLs for multiple genes. Most of these genes, as well as some of those in the associated loci, were involved in platelet biogenesis and functionality, suggesting the importance of this process in regulation of VEGF levels. This work also provided new insights into the involvement of genes implicated in various angiogenesis related pathologies in determining circulating VEGF levels. The understanding of the molecular mechanisms by which the identified genes affect circulating VEGF levels could be important in the development of novel VEGF-related therapies for such diseases., Author Summary Vascular Endothelial Growth Factor (VEGF) is a protein with a fundamental role in development of vascular system. The protein, produced by many types of cells, is released in the blood. High levels of VEGF have been observed in different pathological conditions especially in cancer, cardiovascular, and inflammatory diseases. Therefore, identifying the genetic factors influencing VEGF levels is important for predicting and treating such pathologies. The number of genetic variants associated with VEGF levels has been limited. To identify new loci, we have performed a Genome Wide Association Study meta-analysis on a sample of more than 16,000 individuals from 10 cohorts, using a high-density genetic map. This analysis revealed 10 variants associated with VEGF circulating levels, 6 of these being novel associations. The 10 variants cumulatively explain more than 50% of the variability of VEGF serum levels. Our analyses have identified genes known to be involved in angiogenesis related diseases and genes implicated in platelet metabolism, suggesting the importance of links between this process and VEGF regulation. Overall, these data have improved our understanding of the genetic variation underlying circulating VEGF levels. This in turn could guide our response to the challenge posed by various VEGF-related pathologies.

Published
2016

34. Genetic associations at 53 loci highlight cell types and biological pathways relevant for kidney function

Author

Peter Kovacs, Alan F. Wright, Stephen Turner, Michèle M. Sale, Siim Sõber, Janoš Terzić, Elin Org, Richard S. Cooper, Alena Stančáková, Jerome I. Rotter, W. H. Linda Kao, Albert Hofman, Andrew B. Singleton, Florian Kronenberg, Jianjun Liu, Nicole L. Glazer, Christopher W. Knouff, Jennifer L. Bragg-Gresham, Juha Karjalainen, Li Ching Chang, Benjamin J. Wright, Jacqueline C.M. Witteman, Martin G. Larson, Klaus Stark, Richard J. Rodeheffer, Sharon L.R. Kardia, Douglas M. Ruderfer, Sheila Ulivi, Madhumathi Rao, Andrew A. Hicks, Eva Brand, Viviane Nicaud, Stephen G. Ball, Anna Köttgen, Germaine C. Verwoert, Anders Hamsten, Nick Shrine, Uwe Völker, Stefan Kloiber, Stephen Hancock, Emelia J. Benjamin, Bok Ghee Han, Kenneth Rice, Mark Woodward, Veronique Vitart, Karl Andersen, Nicholas J. Wareham, Robert Roberts, Maja Barbalić, David Couper, Yukinori Okada, André G. Uitterlinden, Sekar Kathiresan, Leo-Pekka Lyytikäinen, Pankaj Arora, Tatijana Zemunik, David S. Siscovick, Simonetta Guarrera, Dawn M. Waterworth, Tatjana Stojakovic, Braxton D. Mitchell, Devin Absher, Carmen A. Peralta, Mika Kivimäki, Xueling Sim, Norihiro Kato, Philippe Froguel, Keith L. Keene, Donna K. Arnett, Naoyuki Kamatani, Tazeen H. Jafar, Idris Guessous, Gunnar Jacobs, Michael M. Hoffmann, Kari Stefansson, Christian Hengstenberg, Tomonori Okamura, Inga Prokopenko, Christina Willenborg, Peter S. Braund, Rainer Rettig, Francesco U.S. Mattace-Raso, Vikal Tripathy, F. Gerald R. Fowkes, Laura R. Loehr, Harry Campbell, Margherita Cavalieri, Olle Melander, Hao Mei, I. Mateo Leach, Nicholette D. Palmer, Eva Albrecht, Naoharu Iwai, Stefan Martin Brand, Toshiko Tanaka, Jackie A. Cooper, Omri Gottesman, Manuela Uda, Angelo Scuteri, Aroon D. Hingorani, Cristiano Fava, Yusuke Nakamura, Jiang He, Min Jin Go, Serge Hercberg, Wendy L. McArdle, Philipp S. Wild, Florian Ernst, Paul Mitchell, Wolfgang Koenig, Caroline S. Fox, S. J.Cathy Fann, Janine F. Felix, Anna F. Dominiczak, Mike A. Nalls, Erik Ingelsson, Mario A. Morken, Susana Eyheramendy, Christopher Newton-Cheh, Igor Rudan, D. G. Vinay, Christopher P. Nelson, Ervin R. Fox, Xiuqing Guo, Jing Hua Zhao, Rick Twee-Hee Ong, Margaret M. Redfield, Oscar H. Franco, Yongmei Liu, Fulvio Ricceri, Mark A. Hlatky, Bernhard Paulweber, Mingyao Li, Themistocles L. Assimes, Karl Winkler, Inês Barroso, Sylvia E. Rosas, M Walker, Richard W Morris, Bo Hedblad, Hakon Hakonarson, Sonny Dandona, Peter H. Whincup, Martin Adam, Vilmundur Gudnason, Daniel Ackermann, Qiong Yang, Cuno S. P. M. Uiterwaal, Paul M. Ridker, George Davey Smith, Li Chen, C. Sinning, Terri L. Young, Jer-Yuarn Wu, Walter Palmas, Will Longstreth, Joe Devaney, Pavel Hamet, Xiaofeng Zhu, Fredrik Nyberg, Wilfried Renner, Anuj Goel, L. Adrienne Cupples, Nish Chaturvedi, Iftikhar J. Kullo, Nicholas D. Hastie, Aude Saint-Pierre, Panos Deloukas, Smita R. Kulkarni, Eric Boerwinkle, Wolfram Goessling, Gian Andri Thun, Eric J.G. Sijbrands, Shih-Jen Hwang, Carole Proust, Hirotsugu Ueshima, Kristian Hveem, Pierre Meneton, Joshua C. Denny, Olivier Devuyst, Kerri L. Wiggins, Ming-Huei Chen, Robert W. Lawrence, Robert L. Wilensky, Andre Franke, Nicole Soranzo, Simon Heath, Margot Haun, Karlhans Endlich, David Altshuler, Harald Grallert, Laurence Tiret, Luigi Ferrucci, Caroline Hayward, Sudha Seshadri, Bénédicte Stengel, Lynne E. Wagenknecht, John Attia, Andreas Ziegler, Renate B. Schnabel, Stefan Schreiber, Santosh Dahgam, Kurt Lohman, Christian M. Shaffer, Barbara Ludwig, Katalin Susztak, Chien-Hsiun Chen, Michele K. Evans, Paolo Vineis, Guo Li, Thomas J. Wang, Meena Kumari, Heather M. Stringham, Bruce M. Psaty, Norman Klopp, Halit Ongen, Ben A. Oostra, Stefan Coassin, Petra Bruse, Wei-Min Chen, Unnur Thorsteinsdottir, Charles N. Rotimi, Robert J. Carroll, Muredach P. Reilly, Niek Verweij, Dena G. Hernandez, Amy J. Swift, Barbara Kollerits, Hyung Lae Kim, Cristian Pattaro, Ivana Kolcic, Ronit Katz, John M. C. 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S., Carroll, Robert J., Penninx, Brenda W., Scott, Rodney J., Katz, Ronit, Sedaghat, Sanaz, Wild, Sarah H., Kardia, Sharon L. R., Ulivi, Sheila, Hwang, Shih Jen, Enroth, Stefan, Kloiber, Stefan, Trompet, Stella, Stengel, Benedicte, Hancock, Stephen J., Turner, Stephen T., Rosas, Sylvia E., Stracke, Sylvia, Harris, Tamara B., Zeller, Tanja, Zemunik, Tatijana, Lehtimäki, Terho, Illig, Thoma, Aspelund, Thor, Nikopensius, Tiit, Esko, Tonu, Tanaka, Toshiko, Gyllensten, Ulf, Völker, Uwe, Emilsson, Valur, Vitart, Veronique, Aalto, Ville, Gudnason, Vilmundur, Chouraki, Vincent, Chen, Wei Min, Igl, Wilmar, März, Winfried, Koenig, Wolfgang, Lieb, Wolfgang, Loos, Ruth J. F., Liu, Yongmei, Snieder, Harold, Pramstaller, Peter P., Parsa, Afshin, O'Connell, Jeffrey R., Susztak, Katalin, Hamet, Pavel, Tremblay, Johanne, De Boer, Ian H., Böger, Carsten A., Goessling, Wolfram, Chasman, Daniel I., Köttgen, Anna, Kao, W. H. 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Subjects
0301 basic medicine, Nephrology, Genetics and Molecular Biology (all), estimated glomerular filtration rate, estimated glomerular filtration rate, chronic kidney disease, genetic determinants, General Physics and Astronomy, Kidney development, Genome-wide association study, Biochemistry, Settore MED/14 - NEFROLOGIA, Renal Insufficiency, Chronic, Genetics, AGEN Consortium, ddc:616, education.field_of_study, Kidney, Stage renal-disease, Multidisciplinary, Genome-wide association, CHARGe-Heart Failure Group, Gene Expression Regulation, Genome-Wide Association Study, Genotype, Humans, Renal Insufficiency, Chronic, Genetic Predisposition to Disease, Biochemistry, Genetics and Molecular Biology (all), Chemistry (all), Physics and Astronomy (all), Metaanalysis, Renal Insufficiency, Chronic/genetics, Biological sciences, Serum creatinine, medicine.anatomical_structure, Efficient, Ronyons -- Fisiologia, Hypertension, ICBP Consortium, Transmembrane transporter activity, genetic association, loci, kidney function, CARDIOGRAM, Human, medicine.medical_specialty, Science, Population, Renal function, ECHOGen Consortium, Replication, Biology, Environment, Research Support, General Biochemistry, Genetics and Molecular Biology, N.I.H, genetic determinants, 03 medical and health sciences, GENOME-WIDE ASSOCIATION, FALSE DISCOVERY RATES, STAGE RENAL-DISEASE, SERUM CREATININE, METAANALYSIS, VARIANTS, INDIVIDUALS, POPULATION, RISK, HYPERTENSION, Kidney function, Research Support, N.I.H., Extramural, Internal medicine, MD Multidisciplinary, medicine, Journal Article, eGFRcrea, eGFRcys, ddc:610, Genetik, Mortality, education, ddc:613, urogenital system, Individuals, Extramural, General Chemistry, ta3121, medicine.disease, R1, 030104 developmental biology, 570 Life sciences, biology, Genètica, chronic kidney disease, Kidney disease, Meta-Analysis
Abstract

Reduced glomerular filtration rate defines chronic kidney disease and is associated with cardiovascular and all-cause mortality. We conducted a meta-analysis of genome-wide association studies for estimated glomerular filtration rate (eGFR), combining data across 133,413 individuals with replication in up to 42,166 individuals. We identify 24 new and confirm 29 previously identified loci. Of these 53 loci, 19 associate with eGFR among individuals with diabetes. Using bioinformatics, we show that identified genes at eGFR loci are enriched for expression in kidney tissues and in pathways relevant for kidney development and transmembrane transporter activity, kidney structure, and regulation of glucose metabolism. Chromatin state mapping and DNase I hypersensitivity analyses across adult tissues demonstrate preferential mapping of associated variants to regulatory regions in kidney but not extra-renal tissues. These findings suggest that genetic determinants of eGFR are mediated largely through direct effects within the kidney and highlight important cell types and biological pathways. J.T. and P.H. are consultants for Servier. J.C. received research grants and honoraria from Servier. K.S. obtained research support from Boehringer Ingelheim. The remaining authors declared no competing financial interests.

Published
2016

35. Genetic studies of body mass index yield new insights for obesity biology

Author

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V, Heath, S, Sober, S, Arora, P, Zhang, F, Lucas, G, Milaneschi, Y, Parker, A, Fava, C, Fox, E, Go, M, Sjogren, M, Vinay, D, Alexander, M, Tabara, Y, Shaw-Hawkins, S, Whincup, P, Shi, G, Seielstad, M, Sim, X, Nguyen, K, Matullo, G, Gaunt, T, Onland-Moret, N, Cooper, M, Platou, C, Org, E, Hardy, R, Dahgam, S, Palmen, J, Kuznetsova, T, Uiterwaal, C, Adeyemo, A, Ludwig, B, Tomaszewski, M, Tzoulaki, I, Palmer, N, Chang, Y, Steinle, N, Grobbee, D, Morrison, A, Najjar, S, Hadley, D, Brown, M, Connell, J, Day, I, Lawlor, D, Lawrence, R, Ongen, H, Li, Y, Young, J, Bis, J, Chaturvedi, N, Islam, M, Jafar, T, Kulkarni, S, Howard, P, Guarrera, S, Ricceri, F, Emilsson, V, Plump, A, Weder, A, Sun, Y, Scott, L, Peltonen, L, Vartiainen, E, Brand, S, Staessen, J, Wang, T, Burton, P, Artigas, M, Dong, Y, Wang, X, Zhu, H, Rudock, M, Heckbert, S, Smith, N, Wiggins, K, Doumatey, A, Shriner, D, Veldre, G, Viigimaa, M, Kinra, S, Prabhakaran, D, Tripathy, V, Langefeld, C, Rosengren, A, Thelle, D, Corsi, A, Singleton, A, Hilton, G, Salako, T, Iwai, N, Kita, Y, Ogihara, T, Ohkubo, T, Okamura, T, Ueshima, H, Umemura, S, Eyheramendy, S, Meitinger, T, Cho, Y, Scott, J, Sehmi, J, Hedblad, B, Nilsson, P, Smith, G, Raffel, L, Yao, J, Schwartz, S, Ikram, M, W, L, Mosley, T, Seshadri, S, Shrine, N, Wain, L, Zitting, P, Cooper, J, van Gilst, W, Janipalli, C, Mani, K, Yajnik, C, Mattace-Raso, F, Lakatta, E, Orru, M, Scuteri, A, Ala-Korpela, M, Kangas, A, Soininen, P, Tukiainen, T, Wurtz, P, Ong, R, Dorr, M, Galan, P, Hercberg, S, Lathrop, M, Zelenika, D, Zhai, G, Meschia, J, Sharma, P, Terzic, J, Kumar, M, Denniff, M, Zukowska-Szczechowska, E, Wagenknecht, L, Fowkes, F, Charchar, F, Guo, X, Rotimi, C, Bots, M, Brand, E, Talmud, P, Nyberg, F, Laan, M, Palmer, L, van der Schouw, Y, Casas, J, Vineis, P, Ganesh, S, Wong, T, Tai, E, Morris, R, Marmot, M, Miki, T, Chandak, G, Zhu, X, Elosua, R, Soranzo, N, Sijbrands, E, Uda, M, Vasan, R, Alizadeh, B, de Boer, R, Boezen, H, Hillege, H, van der Klauw, M, Ormel, J, Rosmalen, J, Slaets, J, Lagou, V, Welch, R, Wheeler, E, Rehnberg, E, Rasmussen-Torvik, L, Lecoeur, C, Johnson, P, Sennblad, B, Salo, P, Timpson, N, Evans, D, St Pourcain, B, Bielak, L, Horikoshi, M, Navarro, P, Raychaudhuri, S, Chen, H, Rybin, D, Willems, S, Song, K, An, P, Marullo, L, Jansen, H, Pankow, J, Edkins, S, Varga, T, Oksa, H, Antonella, M, Kong, A, Herder, C, Antti, J, Small, K, Miljkovic, I, Atalay, M, Kiess, W, Smit, J, Campbell, S, Fowkes, G, Rathmann, W, Maerz, W, Watanabe, R, de Geus, E, Penninx, B, Toenjes, A, Peyser, P, Korner, A, Dupuis, J, Cucca, F, Balkau, B, Bouatia-Naji, N, Purcell, S, Musunuru, K, Ardissino, D, Mannucci, P, Anand, S, Engert, J, Morgan, T, Spertus, J, Stoll, M, Girelli, D, Mckeown, P, Patterson, C, Merlini, P, Berzuini, C, Bernardinelli, L, Peyvandi, F, Tubaro, M, Celli, P, Fetiveau, R, Marziliano, N, Casari, G, Galli, M, Ribichini, F, Rossi, M, Bernardi, F, Zonzin, P, Piazza, A, Yee, J, Friedlander, Y, Marrugat, J, Subirana, I, Sala, J, Ramos, R, Williams, G, Nathan, D, Macrae, C, Berglund, G, Asselta, R, Duga, S, Spreafico, M, Daly, M, Nemesh, J, Korn, J, Surti, A, Gianniny, L, Parkin, M, Burtt, N, Gabriel, S, Wright, B, Ball, S, Schunkert, I, Linsel-Nitschke, P, Lieb, W, Fischer, M, Grosshennig, A, Preuss, M, Scholz, M, Chen, Z, Wilensky, R, Matthai, W, Qasim, A, Hakonarson, H, Devaney, J, Pichard, A, Kent, K, Satler, L, Lindsay, J, Waksman, R, Knouff, C, Scheffold, T, Berger, K, Huge, A, Martinelli, N, Olivieri, O, Corrocher, R, Xie, C, Ahmadi, K, Ainali, C, Bataille, V, Bell, J, Buil, A, Dermitzakis, E, Dimas, A, Durbin, R, Glass, D, Hassanali, N, Ingle, C, Knowles, D, Krestyaninova, M, Lowe, C, Meduri, E, Di Meglio, P, Montgomery, S, Nestle, F, Nica, A, Nisbet, J, O'Rahilly, S, Parts, L, Potter, S, Sekowska, M, Shin, S, Surdulescu, G, Travers, M, Tsaprouni, L, Tsoka, S, Wilk, A, Yang, T, Higashio, J, Williams, R, Nato, A, Ambite, J, Deelman, E, Manolio, T, Heiss, G, Taylor, K, Avery, C, Graff, M, Lin, D, Quibrera, M, Cochran, B, Kao, L, Umans, J, Cole, S, Maccluer, J, Person, S, Gross, M, Fornage, M, Durda, P, Jenny, N, Patsy, B, Arnold, A, Buzkova, P, Haines, J, Murdock, D, Glenn, K, Brown-Gentry, K, Thornton-Wells, T, Dumitrescu, L, Bush, W, Mitchell, S, Goodloe, R, Wilson, S, Boston, J, Malinowski, J, Restrepo, N, Oetjens, M, Fowke, J, Spencer, K, Pendergrass, S, Le Marchand, L, Park, L, Tiirikainen, M, Kolonel, L, Cheng, I, Wang, H, Shohet, R, Stram, D, Henderson, B, Monroe, K, Anderson, G, Carlson, C, Prentice, R, Lacroix, A, Wu, C, Carty, C, Rosse, S, Young, A, Kocarnik, J, Lin, Y, Jackson, R, Duggan, D, Kuller, L, He, C, Sulem, P, Barbalic, M, Broer, L, Byrne, E, Gudbjartsson, D, Mcardle, P, Porcu, E, van Wingerden, S, Zhuang, W, Lauc, L, Broekmans, F, Burri, A, Chen, C, Corre, T, Coviello, A, D'Adamo, P, Davies, G, Deary, I, Ebrahim, S, Fauser, B, Ferreli, L, Folsom, A, Hankinson, S, Hass, M, Janssens, A, Karasik, D, Keyzer, J, Kiel, D, Lahti, J, Lai, S, Laisk, T, Laven, J, Liu, J, Lopez, L, Louwers, Y, Marongiu, M, Klaric, I, Masciullo, C, Melzer, D, Newman, A, Pare, G, Peeters, P, Pop, V, Raikkonen, K, Salumets, A, Stacey, S, Starr, J, Stathopoulou, M, Styrkarsdottir, U, Tenesa, A, Tryggvadottir, L, Tsui, K, van Dam, R, van Gils, C, van Nierop, P, Vink, J, Voorhuis, M, Widen, E, Wijnands-Van Gent, C, Yerges-Armstrong, L, Zgaga, L, Zygmunt, M, Buring, J, Crisponi, L, Demerath, E, Streeten, E, Murray, A, Visser, J, Lunetta, K, Elks, C, Cousminer, D, Koller, D, Lin, P, Smith, E, Warrington, N, Alavere, H, Berenson, G, Blackburn, H, Busonero, F, Chen, W, Couper, D, Easton, D, Foroud, T, Kilpelainen, T, Li, S, Murray, S, Ness, A, Northstone, K, Peacock, M, Pennell, C, Pharoah, P, Rafnar, T, Rice, J, Ring, S, Schork, N, Segre, A, Sovio, U, Srinivasan, S, Tammesoo, M, van Meurs, J, Young, L, Bierut, L, Econs, M, The ADIPOGen Consortium, The AGEN-BMI Working Group, The CARDIOGRAMplusC4D Consortium, The CKDGen Consortium, The GLGC, The ICBP, The MAGIC Investigators, The MuTHER Consortium, The MIGen Consortium, The PAGE Consortium, The ReproGen Consortium, The GENIE Consortium, The International Endogene Consortium, Berndt, Sonja I, Justice, Anne E, Hyppönen, Elina Tuulikki, Epidemiology and Data Science, NCA - Neurobiology of mental health, and EMGO - Lifestyle, overweight and diabetes

Subjects
Male, LOCI, Genome-wide association study, Continental Population Groups/genetics, VARIANTS, Body Mass Index, Insulin Secretion, Insulin, Age Factor, Adiposity, ddc:616, Adipogenesis, Genetic Predisposition to Disease/genetics, Synapse, 3. Good health, Continental Population Group, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], GENOME-WIDE ASSOCIATIONPROVIDES INSIGHTSGLYCEMIC TRAITSLOCIMETAANALYSISVARIANTSINDIVIDUALSHIPPOCAMPALARCHITECTURETOPIRAMATE, ddc:500, Adipogenesis/genetics, Single Nucleotide/genetics, Age Factors, Continental Population Groups, Energy Metabolism, Europe, Female, Genetic Predisposition to Disease, Glutamic Acid, Humans, Obesity, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Synapses, Genome-Wide Association Study, Multidisciplinary, genetics [Adiposity], Human, Socio-culturale, genetics [Energy Metabolism], ta3111, genetic, body mass index, obesity, SDG 3 - Good Health and Well-being, GLYCEMIC TRAITS, genetics [Continental Population Groups], Genetic variability, Polymorphism, GENOME-WIDE ASSOCIATION, genetics [Adipogenesis], METAANALYSIS, Genetic association, Adipogenesi, genetics [Quantitative Trait Loci], ta1184, metabolism [Glutamic Acid], ta1182, PATHWAYS, metabolism [Synapses], ta3121, medicine.disease, metabolism [Insulin], Adiposity/genetics, Clinical Medicine, Quantitative Trait Loci/genetics, Body mass index, HUMAN HEIGHT, BIO/12 - BIOCHIMICA CLINICA E BIOLOGIA MOLECOLARE CLINICA, Synapses/metabolism, Medizin, Obesity/genetics, Bioinformatics, genetic basis, Obesity/metabolism, genetics [Obesity], body mass index (BMI), genetics [Genetic Predisposition to Disease], ethnology [Europe], 2. Zero hunger, Genetics, ARCHITECTURE, Genetics of obesity, Medicine (all), Single Nucleotide, Polymorphism, Single Nucleotide/genetics, Insulin/metabolism/secretion, Glutamic Acid/metabolism, genetics [Polymorphism, Single Nucleotide], EXPRESSION, Insulin/metabolism, PROVIDES INSIGHTS, genetics [Racial Groups], Biology, Obesity/genetics/metabolism, Europe/ethnology, metabolism [Obesity], Mendelian randomization, medicine, Energy Metabolism/genetics, body mass, genetic analysis, obesity, Klinisk medicin
Abstract

Item does not contain fulltext Obesity is heritable and predisposes to many diseases. To understand the genetic basis of obesity better, here we conduct a genome-wide association study and Metabochip meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals. This analysis identifies 97 BMI-associated loci (P < 5 x 10(-8)), 56 of which are novel. Five loci demonstrate clear evidence of several independent association signals, and many loci have significant effects on other metabolic phenotypes. The 97 loci account for approximately 2.7% of BMI variation, and genome-wide estimates suggest that common variation accounts for >20% of BMI variation. Pathway analyses provide strong support for a role of the central nervous system in obesity susceptibility and implicate new genes and pathways, including those related to synaptic function, glutamate signalling, insulin secretion/action, energy metabolism, lipid biology and adipogenesis.

Published
2015

36. Directional dominance on stature and cognition in diverse human populations

Author

Joshi, P.K., Esko, T., Mattsson, H., Eklund, N., Gandin, I., Nutile, T., Jackson, A.U., Schurmann, C., Smith, A.V., Zhang, W., Okada, Y., Stančáková, A., Faul, J.D., Zhao, W., Bartz, T.M., Concas, M.P., Franceschini, N., Enroth, S., Vitart, V., Trompet, S., Guo, X., Chasman, D.I., O'Connel, J.R., Corre, T., Nongmaithem, S.S., Chen, Y., Mangino, M., Ruggiero, D., Traglia, M., Farmaki, A.E., Kacprowski, T., Bjonnes, A., van der Spek, A., Wu, Y., Giri, A.K., Yanek, L.R., Wang, L., Hofer, E., Rietveld, C.A., McLeod, O., Cornelis, M.C., Pattaro, C., Verweij, N., Baumbach, C., Abdellaoui, A., Warren, H.R., Vuckovic, D., Mei, H., Bouchard, C., Perry, J.R., Cappellani, S., Mirza, S.S., Benton, M.C., Broeckel, U., Medland, S.E., Lind, P.A., Malerba, G., Drong, A., Yengo, L., Bielak, L.F., Zhi, D., van der Most, P.J., Shriner, D., Mägi, R., Hemani, G., Karaderi, T., Wang, Z., Liu, T., Demuth, I., Zhao, J.H., Meng, W., Lataniotis, L., van der Laan, S.W., Bradfield, J.P., Wood, A.R., Bonnefond, A., Ahluwalia, T.S., Hall, L.M., Salvi, E., Yazar, S., Carstensen, L., de Haan, H.G., Abney, M., Afzal, U., Allison, M.A., Amin, N., Asselbergs, F.W., Bakker, S.J., Barr, R.G., Baumeister, S.E., Benjamin, D.J., Bergmann, S., Boerwinkle, E., Bottinger, E.P., Campbell, A., Chakravarti, A., Chan, Y., Chanock, S.J., Chen, C., Chen, Y.D., Collins, F.S., Connell, J., Correa, A., Cupples, L.A., Smith, G.D., Davies, G., Dörr, M., Ehret, G., Ellis, S.B., Feenstra, B., Feitosa, M.F., Ford, I., Fox, C.S., Frayling, T.M., Friedrich, N., Geller, F., Scotland, G., Gillham-Nasenya, I., Gottesman, O., Graff, M., Grodstein, F., Gu, C., Haley, C., Hammond, C.J., Harris, S.E., Harris, T.B., Hastie, N.D., Heard-Costa, N.L., Heikkilä, K., Hocking, L.J., Homuth, G., Hottenga, J.J., Huang, J., Huffman, J.E., Hysi, P.G., Ikram, M.A., Ingelsson, E., Joensuu, A., Johansson, Å., Jousilahti, P., Jukema, J.W., Kähönen, M., Kamatani, Y., Kanoni, S., Kerr, S.M., Khan, N.M., Koellinger, P., Koistinen, H.A., Kooner, M.K., Kubo, M., Kuusisto, J., Lahti, J., Launer, L.J., Lea, R.A., Lehne, B., Lehtimäki, T., Liewald, D.C., Lind, L., Loh, M., Lokki, M.L., London, S.J., Loomis, S.J., Loukola, A., Lu, Y., Lumley, T., Lundqvist, A., Männistö, S., Marques-Vidal, P., Masciullo, C., Matchan, A., Mathias, R.A., Matsuda, K., Meigs, J.B., Meisinger, C., Meitinger, T., Menni, C., Mentch, F.D., Mihailov, E., Milani, L., Montasser, M.E., Montgomery, G.W., Morrison, A., Myers, R.H., Nadukuru, R., Navarro, P., Nelis, M., Nieminen, M.S., Nolte, I.M., O'Connor, G.T., Ogunniyi, A., Padmanabhan, S., Palmas, W.R., Pankow, J.S., Patarcic, I., Pavani, F., Peyser, P.A., Pietilainen, K., Poulter, N., Prokopenko, I., Ralhan, S., Redmond, P., Rich, S.S., Rissanen, H., Robino, A., Rose, L.M., Rose, R., Sala, C., Salako, B., Salomaa, V., Sarin, A.P., Saxena, R., Schmidt, H., Scott, L.J., Scott, W.R., Sennblad, B., Seshadri, S., Sever, P., Shrestha, S., Smith, B.H., Smith, J.A., Soranzo, N., Sotoodehnia, N., Southam, L., Stanton, A.V., Stathopoulou, M.G., Strauch, K., Strawbridge, R.J., Suderman, M.J., Tandon, N., Tang, S.T., Taylor, K.D., Tayo, B.O., Töglhofer, A.M., Tomaszewski, M., T?ernikova N., Tuomilehto, J., Uitterlinden, A.G., Vaidya, D., van Hylckama Vlieg, A., van Setten, J., Vasankari, T., Vedantam, S., Vlachopoulou, E., Vozzi, D., Vuoksimaa, E., Waldenberger, M., Ware, E.B., Wentworth-Shields, W., Whitfield, J.B., Wild, S., Willemsen, G., Yajnik, C.S., Yao, J., Zaza, G., Zhu, X., BioBank Japan, Project, Salem, R.M., Melbye, M., Bisgaard, H., Samani, N.J., Cusi, D., Mackey, D.A., Cooper, R.S., Froguel, P., Pasterkamp, G., Grant, S.F., Hakonarson, H., Ferrucci, L., Scott, R.A., Morris, A.D., Palmer, C.N., Dedoussis, G., Deloukas, P., Bertram, L., Lindenberger, U., Berndt, S.I., Lindgren, C.M., Timpson, N.J., Tönjes, A., Munroe, P.B., Sørensen, T.I., Rotimi, C.N., Arnett, D.K., Oldehinkel, A.J., Kardia, S.L., Balkau, B., Gambaro, G., Morris, A.P., Eriksson, J.G., Wright, M.J., Martin, N.G., Hunt, S.C., Starr, J.M., Deary, I.J., Griffiths, L.R., Tiemeier, H., Pirastu, N., Kaprio, J., Wareham, N.J., Pérusse, L., Wilson, J.G., Girotto, G., Caulfield, M.J., Raitakari, O., Boomsma, D.I., Gieger, C., van der Harst, P., Hicks, A.A., Kraft, P., Sinisalo, J., Knekt, P., Johannesson, M., Magnusson, P.K., Hamsten, A., Schmidt, R., Borecki, I.B., Vartiainen, E., Becker, D.M., Bharadwaj, D., Mohlke, K.L., Boehnke, M., van Duijn, C.M., Sanghera, D.K., Teumer, A., Zeggini, E., Metspalu, A., Gasparini, P., Ulivi, S., Ober, C., Toniolo, D., Rudan, I., Porteous, D.J., Ciullo, M., Spector, T.D., Hayward, C., Dupuis, J., Loos, R.J., Wright, A.F., Chandak, G.R., Vollenweider, P., Shuldiner, A.R., Ridker, P.M., Rotter, J.I., Sattar, N., Gyllensten, U., North, K.E., Pirastu, M., Psaty, B.M., Weir, D.R., Laakso, M., Gudnason, V., Takahashi, A., Chambers, J.C., Kooner, J.S., Strachan, D.P., Campbell, H., Hirschhorn, J.N., Perola, M., Pola?ek O., Wilson, J.F., Immunology, Medical Microbiology & Infectious Diseases, Erasmus MC other, Medical Informatics, Epidemiology, Pathology, Public Health, Ophthalmology, Internal Medicine, Cardiology, Child and Adolescent Psychiatry / Psychology, Biological Psychology, Neuroscience Campus Amsterdam - Neurobiology of Mental Health, Joshi, Peter K, Esko, Tonu, Mattsson, Hannele, Eklund, Niina, Gandin, Ilaria, Nutile, Teresa, Jackson, Anne U., Schurmann, Claudia, Smith, Albert V., Zhang, Weihua, Okada, Yukinori, Stančáková, Alena, Faul, Jessica D., Zhao, Wei, Bartz, Traci M., Concas, MARIA PINA, Franceschini, Nora, Enroth, Stefan, Vitart, Veronique, Trompet, Stella, Guo, Xiuqing, Chasman, Daniel I., O'Connel, Jeffrey R., Corre, Tanguy, Nongmaithem, Suraj S., Chen, Yuning, Mangino, Massimo, Ruggiero, Daniela, Traglia, Michela, Farmaki, Aliki Eleni, Kacprowski, Tim, Bjonnes, Andrew, Van Der Spek, Ashley, Wu, Ying, Giri, Anil K., Yanek, Lisa R., Wang, Lihua, Hofer, Edith, Rietveld, Cornelius A., Mcleod, Olga, Cornelis, Marilyn C., Pattaro, Cristian, Verweij, Niek, Baumbach, Clemen, Abdellaoui, Abdel, Warren, Helen R., Vuckovic, Dragana, Mei, Hao, Bouchard, Claude, Perry, John R. B., Cappellani, Stefania, Mirza, Saira S., Benton, Miles C., Broeckel, Ulrich, Medland, Sarah E., Lind, Penelope A., Malerba, Giovanni, Drong, Alexander, Yengo, Loic, Bielak, Lawrence F., Zhi, Degui, Van Der Most, Peter J., Shriner, Daniel, Mägi, Reedik, Hemani, Gibran, Karaderi, Tugce, Wang, Zhaoming, Liu, Tian, Demuth, Ilja, Zhao, Jing Hua, Meng, Weihua, Lataniotis, Lazaro, Van Der Laan, Sander W., Bradfield, Jonathan P., Wood, Andrew R., Bonnefond, Amelie, Ahluwalia, Tarunveer S., Hall, Leanne M., Salvi, Erika, Yazar, Seyhan, Carstensen, Lisbeth, De Haan, Hugoline G., Abney, Mark, Afzal, Uzma, Allison, Matthew A., Amin, Najaf, Asselbergs, Folkert W., Bakker, Stephan J. L., Barr, R. Graham, Baumeister, Sebastian E., Benjamin, Daniel J., Bergmann, Sven, Boerwinkle, Eric, Bottinger, Erwin P., Campbell, Archie, Chakravarti, Aravinda, Chan, Yingleong, Chanock, Stephen J., Chen, Constance, Chen, Y. D. Ida, Collins, Francis S., Connell, John, Correa, Adolfo, Cupples, L. Adrienne, Smith, George Davey, Davies, Gail, Dörr, Marcu, Ehret, Georg, Ellis, Stephen B., Feenstra, Bjarke, Feitosa, Mary F., Ford, Ian, Fox, Caroline S., Frayling, Timothy M., Friedrich, Nele, Geller, Frank, Scotland, Generation, Gillham Nasenya, Irina, Gottesman, Omri, Graff, Misa, Grodstein, Francine, Gu, Charle, Haley, Chri, Hammond, Christopher J., Harris, Sarah E., Harris, Tamara B., Hastie, Nicholas D., Heard Costa, Nancy L., Heikkilä, Kauko, Hocking, Lynne J., Homuth, Georg, Hottenga, Jouke Jan, Huang, Jinyan, Huffman, Jennifer E., Hysi, Pirro G., Ikram, M. Arfan, Ingelsson, Erik, Joensuu, Anni, Johansson, Åsa, Jousilahti, Pekka, Jukema, J. Wouter, Kähönen, Mika, Kamatani, Yoichiro, Kanoni, Stavroula, Kerr, Shona M., Khan, Nazir M., Koellinger, Philipp, Koistinen, Heikki A., Kooner, Manraj K., Kubo, Michiaki, Kuusisto, Johanna, Lahti, Jari, Launer, Lenore J., Lea, Rodney A., Lehne, Benjamin, Lehtimäki, Terho, Liewald, David C. M., Lind, Lar, Loh, Marie, Lokki, Marja Liisa, London, Stephanie J., Loomis, Stephanie J., Loukola, Anu, Lu, Yingchang, Lumley, Thoma, Lundqvist, Annamari, Männistö, Satu, Marques Vidal, Pedro, Masciullo, Corrado, Matchan, Angela, Mathias, Rasika A., Matsuda, Koichi, Meigs, James B., Meisinger, Christa, Meitinger, Thoma, Menni, Cristina, Mentch, Frank D., Mihailov, Evelin, Milani, Lili, Montasser, May E., Montgomery, Grant W., Morrison, Alanna, Myers, Richard H., Nadukuru, Rajiv, Navarro, Pau, Nalis, Mari, Nieminen, Markku S., Nolte, Ilja M., O'Connor, George T., Ogunniyi, Adesola, Padmanabhan, Sandosh, Palmas, Walter R., Pankow, James S., Patarcic, Inga, Pavani, Francesca, Peyser, Patricia A., Pietilainen, Kirsi, Poulter, Neil, Prokopenko, Inga, Ralhan, Sarju, Redmond, Paul, Rich, Stephen S., Rissanen, Harri, Robino, Antonietta, Rose, Lynda M., Rose, Richard, Sala, Cinzia, Salako, Babatunde, Salomaa, Veikko, Sarin, Antti Pekka, Saxena, Richa, Schmidt, Helena, Scott, Laura J., Scott, William R., Sennblad, Bengt, Seshadri, Sudha, Sever, Peter, Shrestha, Smeeta, Smith, Blair H., Smith, Jennifer A., Soranzo, Nicole, Sotoodehnia, Nona, Southam, Lorraine, Stanton, Alice V., Stathopoulou, Maria G., Strauch, Konstantin, Strawbridge, Rona J., Suderman, Matthew J., Tandon, Nikhil, Tang, Sian Tsun, Taylor, Kent D., Tayo, Bamidele O., Töglhofer, Anna Maria, Tomaszewski, Maciej, Tšernikova, Natalia, Tuomilehto, Jaakko, Uitterlinden, Andre G., Vaidya, Dhananjay, Van Hylckama Vlieg, Astrid, Van Setten, Jessica, Vasankari, Tuula, Vedantam, Sailaja, Vlachopoulou, Efthymia, Vozzi, Diego, Vuoksimaa, Eero, Waldenberger, Melanie, Ware, Erin B., Wentworth Shields, William, Whitfield, John B., Wild, Sarah, Willemsen, Gonneke, Yajnik, Chittaranjan S., Yao, Jie, Zaza, Gianluigi, Zhu, Xiaofeng, Salem, Rany M., Melbye, Mad, Bisgaard, Han, Samani, Nilesh J., Cusi, Daniele, Mackey, David A., Cooper, Richard S., Froguel, Philippe, Pasterkamp, Gerard, Grant, Struan F. A., Hakonarson, Hakon, Ferrucci, Luigi, Scott, Robert A., Morris, Andrew D., Palmer, Colin N. A., Dedoussis, George, Deloukas, Pano, Bertram, Lar, Lindenberger, Ulman, Berndt, Sonja I., Lindgren, Cecilia M., Timpson, Nicholas J., Tönjes, Anke, Munroe, Patricia B., Sørensen, Thorkild I. A., Rotimi, Charles N., Arnett, Donna K., Oldehinkel, Albertine J., Kardia, Sharon L. R., Balkau, Beverley, Gambaro, Giovanni, Morris, Andrew P., Eriksson, Johan G., Wright, Margie J., Martin, Nicholas G., Hunt, Steven C., Starr, John M., Deary, Ian J., Griffiths, Lyn R., Tiemeier, Henning, Pirastu, Nicola, Kaprio, Jaakko, Wareham, Nicholas J., Pérusse, Loui, Wilson, James G., Girotto, Giorgia, Caulfield, Mark J., Raitakari, Olli, Boomsma, Dorret I., Gieger, Christian, Van Der Harst, Pim, Hicks, Andrew A., Kraft, Peter, Sinisalo, Juha, Knekt, Paul, Johannesson, Magnu, Magnusson, Patrik K. E., Hamsten, Ander, Schmidt, Reinhold, Borecki, Ingrid B., Vartiainen, Erkki, Becker, Diane M., Bharadwaj, Dwaipayan, Mohlke, Karen L., Boehnke, Michael, Van Duijn, Cornelia M., Sanghera, Dharambir K., Teumer, Alexander, Zeggini, Eleftheria, Metspalu, Andre, Gasparini, Paolo, Ulivi, Sheila, Ober, Carole, Toniolo, Daniela, Rudan, Igor, Porteous, David J., Ciullo, Marina, Spector, Tim D., Hayward, Caroline, Dupuis, Josée, Loos, Ruth J. F., Wright, Alan F., Chandak, Giriraj R., Vollenweider, Peter, Shuldiner, Alan R., Ridker, Paul M., Rotter, Jerome I., Sattar, Naveed, Gyllensten, Ulf, North, Kari E., Pirastu, Mario, Psaty, Bruce M., Weir, David R., Laakso, Markku, Gudnason, Vilmundur, Takahashi, Atsushi, Chambers, John C., Kooner, Jaspal S., Strachan, David P., Campbell, Harry, Hirschhorn, Joel N., Perola, Marku, Polašek, Ozren, Wilson, James F., Imperial College Healthcare NHS Trust- BRC Funding, National Institute for Health Research, BioBank Japan, Project, The BioBank Japan Project, Ehret, Georg Benedikt, Groningen Institute for Organ Transplantation (GIOT), Lifestyle Medicine (LM), Groningen Kidney Center (GKC), Life Course Epidemiology (LCE), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), and Cardiovascular Centre (CVC)

Subjects
Male, Netherlands Twin Register (NTR), Blood Pressure, BLOOD-PRESSURE, INTELLIGENCE, Runs of Homozygosity, DISEASE, Homozygosity, Cohort Studies, Cognition, Forced Expiratory Volume, GENETIC-VARIANTS, Inbreeding depression, Settore MED/14 - NEFROLOGIA, Inbreeding, Inbreeding, Evolutionary genetics, Quantitative trait loci, Non-U.S. Gov't, Dominance (genetics), ddc:616, Genetics, ARCHITECTURE, Genome, Multidisciplinary, Body Height/genetics, Research Support, Non-U.S. Gov't, Homozygote, Confounding, heterozygosity, inbreeding, genomics, QUANTITATIVE TRAITS, BioBank Japan Project, Biological Evolution, Multidisciplinary Sciences, Cholesterol, Phenotype, Cholesterol, LDL/genetics, Trait, Science & Technology - Other Topics, Educational Status, Female, Lung Volume Measurements, Human, INBREEDING DEPRESSION, Quantitative trait loci, Blood Pressure/genetics, General Science & Technology, Forced Expiratory Volume/genetics, Lung Volume Measurement, Quantitative trait locus, Biology, Research Support, Evolutionary genetics, Article, LDL, SDG 3 - Good Health and Well-being, MD Multidisciplinary, Journal Article, Humans, Genetic association, Science & Technology, Genome, Human, ta1184, PATHWAYS, Cholesterol, LDL, Body Height, Educational Statu, ASSOCIATION ANALYSIS, Evolutionary biology, Genome, Human/genetics, ta1181, Cohort Studie, Meta-Analysis
Abstract

Homozygosity has long been associated with rare, often devastating, Mendelian disorders, and Darwin was one of the first to recognize that inbreeding reduces evolutionary fitness. However, the effect of the more distant parental relatedness that is common in modern human populations is less well understood. Genomic data now allow us to investigate the effects of homozygosity on traits of public health importance by observing contiguous homozygous segments (runs of homozygosity), which are inferred to be homozygous along their complete length. Given the low levels of genome-wide homozygosity prevalent in most human populations, information is required on very large numbers of people to provide sufficient power. Here we use runs of homozygosity to study 16 health-related quantitative traits in 354,224 individuals from 102 cohorts, and find statistically significant associations between summed runs of homozygosity and four complex traits: height, forced expiratory lung volume in one second, general cognitive ability and educational attainment (P < 1 × 10-300, 2.1 × 10-6, 2.5 × 10-10 and 1.8 × 10-10, respectively). In each case, increased homozygosity was associated with decreased trait value, equivalent to the offspring of first cousins being 1.2 cm shorter and having 10 months' less education. Similar effect sizes were found across four continental groups and populations with different degrees of genome-wide homozygosity, providing evidence that homozygosity, rather than confounding, directly contributes to phenotypic variance. Contrary to earlier reports in substantially smaller samples, no evidence was seen of an influence of genome-wide homozygosity on blood pressure and low density lipoprotein cholesterol, or ten other cardio-metabolic traits. Since directional dominance is predicted for traits under directional evolutionary selection, this study provides evidence that increased stature and cognitive function have been positively selected in human evolution, whereas many important risk factors for late-onset complex diseases may not have been.

Published
2015

37. Protein-coding variants implicate novel genes related to lipid homeostasis contributing to body-fat distribution

Author

Justice, Anne E, Karaderi, Tugce, Highland, Heather M, Young, Kristin L, Graff, Mariaelisa, Lu, Yingchang, Turcot, Valérie, Auer, Paul L, Fine, Rebecca S, Guo, Xiuqing, Schurmann, Claudia, Lempradl, Adelheid, Marouli, Eirini, Mahajan, Anubha, Winkler, Thomas W, Locke, Adam E, Medina-Gomez, Carolina, Esko, Tõnu, Vedantam, Sailaja, Giri, Ayush, Lo, Ken Sin, Alfred, Tamuno, Mudgal, Poorva, Ng, Maggie CY, Heard-Costa, Nancy L, Feitosa, Mary F, Manning, Alisa K, Willems, Sara M, Sivapalaratnam, Suthesh, Abecasis, Goncalo, Alam, Dewan S, Allison, Matthew, Amouyel, Philippe, Arzumanyan, Zorayr, Balkau, Beverley, Bastarache, Lisa, Bergmann, Sven, Bielak, Lawrence F, Blüher, Matthias, Boehnke, Michael, Boeing, Heiner, Boerwinkle, Eric, Böger, Carsten A, Bork-Jensen, Jette, Bottinger, Erwin P, Bowden, Donald W, Brandslund, Ivan, Broer, Linda, Burt, Amber A, Butterworth, Adam S, Caulfield, Mark J, Cesana, Giancarlo, Chambers, John C, Chasman, Daniel I, Chen, Yii-Der Ida, Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y, Collins, Francis S, Cook, James P, Cox, Amanda J, Crosslin, David S, Danesh, John, de Bakker, Paul IW, Denus, Simon de, Mutsert, Renée de, Dedoussis, George, Demerath, Ellen W, Dennis, Joe G, Denny, Josh C, Angelantonio, Emanuele Di, Dörr, Marcus, Drenos, Fotios, Dubé, Marie-Pierre, Dunning, Alison M, Easton, Douglas F, Elliott, Paul, Evangelou, Evangelos, Farmaki, Aliki-Eleni, Feng, Shuang, Ferrannini, Ele, Ferrieres, Jean, Florez, Jose C, Fornage, Myriam, Fox, Caroline S, Franks, Paul W, Friedrich, Nele, Gan, Wei, Gandin, Ilaria, Gasparini, Paolo, Giedraitis, Vilmantas, Girotto, Giorgia, Gorski, Mathias, Grallert, Harald, Grarup, Niels, Grove, Megan L, Gustafsson, Stefan, Haessler, Jeff, Hansen, Torben, Hattersley, Andrew T, Hayward, Caroline, Heid, Iris M, Holmen, Oddgeir L, Hovingh, G Kees, Howson, Joanna MM, Hu, Yao, Hung, Yi-Jen, Hveem, Kristian, Ikram, M Arfan, Ingelsson, Erik, Jackson, Anne U, Jarvik, Gail P, Jia, Yucheng, Jørgensen, Torben, 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R, Pedersen, Oluf, Peloso, Gina M, Pennell, Craig E, Perola, Markus, Perry, James A, Perry, John RB, Pers, Tune H, Ewing, Ailith, Polasek, Ozren, Raitakari, Olli T, Rasheed, Asif, Raulerson, Chelsea K, Rauramaa, Rainer, Reilly, Dermot F, Reiner, Alex P, Ridker, Paul M, Rivas, Manuel A, Robertson, Neil R, Robino, Antonietta, Rudan, Igor, Ruth, Katherine S, Saleheen, Danish, Salomaa, Veikko, Samani, Nilesh J, Schreiner, Pamela J, Schulze, Matthias B, Scott, Robert A, Segura-Lepe, Marcelo, Sim, Xueling, Slater, Andrew J, Small, Kerrin S, Smith, Blair H, Smith, Jennifer A, Southam, Lorraine, Spector, Timothy D, Speliotes, Elizabeth K, Stefansson, Kari, Steinthorsdottir, Valgerdur, Stirrups, Kathleen E, Strauch, Konstantin, Stringham, Heather M, Stumvoll, Michael, Sun, Liang, Surendran, Praveen, Swart, Karin MA, Tardif, Jean-Claude, Taylor, Kent D, Teumer, Alexander, Thompson, Deborah J, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Thuesen, Betina H, Tönjes, Anke, Torres, Mina, Tsafantakis, Emmanouil, Tuomilehto, Jaakko, Uitterlinden, André G, Uusitupa, Matti, van Duijn, Cornelia M, Vanhala, Mauno, Varma, Rohit, Vermeulen, Sita H, Vestergaard, Henrik, Vitart, Veronique, Vogt, Thomas F, Vuckovic, Dragana, Wagenknecht, Lynne E, Walker, Mark, Wallentin, Lars, Wang, Feijie, Wang, Carol A, Wang, Shuai, Wareham, Nicholas J, Warren, Helen R, Waterworth, Dawn M, Wessel, Jennifer, White, Harvey D, Willer, Cristen J, Wilson, James G, Wood, Andrew R, Wu, Ying, Yaghootkar, Hanieh, Yao, Jie, Yerges-Armstrong, Laura M, Young, Robin, Zeggini, Eleftheria, Zhan, Xiaowei, Zhang, Weihua, Zhao, Jing Hua, Zhao, Wei, Zheng, He, Zhou, Wei, Zillikens, M Carola, CHD Exome+ Consortium, Cohorts for Heart and Aging Research in Genomic Epidemiology (CH, EPIC-CVD Consortium, ExomeBP Consortium, Global Lipids Genetic Consortium, GoT2D Genes Consortium, InterAct, ReproGen Consortium, T2D-Genes Consortium, MAGIC Investigators, Rivadeneira, Fernando, Borecki, Ingrid B, Pospisilik, J Andrew, Deloukas, Panos, Frayling, Timothy M, Lettre, Guillaume, Mohlke, Karen L, Rotter, Jerome I, Kutalik, Zoltán, Hirschhorn, Joel N, Cupples, L Adrienne, Loos, Ruth JF, North, Kari E, Lindgren, Cecilia M, Vascular Medicine, ACS - Atherosclerosis & ischemic syndromes, Internal Medicine, Epidemiology, Obstetrics & Gynecology, Radiology & Nuclear Medicine, CHD Exome+ Consortium, Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium, EPIC-CVD Consortium, ExomeBP Consortium, Global Lipids Genetic Consortium, GoT2D Genes Consortium, InterAct, ReproGen Consortium, T2D-Genes Consortium, MAGIC Investigators, Institute for Molecular Medicine Finland, Research Programs Unit, Diabetes and Obesity Research Program, University of Helsinki, Young, Kristin L [0000-0003-0070-6145], Mahajan, Anubha [0000-0001-5585-3420], Winkler, Thomas W [0000-0003-0292-5421], Locke, Adam E [0000-0001-6227-198X], Medina-Gomez, Carolina [0000-0001-7999-5538], Giri, Ayush [0000-0002-7786-4670], Ng, Maggie CY [0000-0002-4133-2007], Heard-Costa, Nancy L [0000-0001-9730-0306], Manning, Alisa K [0000-0003-0247-902X], Alam, Dewan S [0000-0002-2051-3837], Amouyel, Philippe [0000-0001-9088-234X], Bergmann, Sven [0000-0002-6785-9034], Boehnke, Michael [0000-0002-6442-7754], Butterworth, Adam S [0000-0002-6915-9015], Caulfield, Mark J [0000-0001-9295-3594], Collins, Francis S [0000-0002-1023-7410], de Bakker, Paul IW [0000-0001-7735-7858], Dennis, Joe G [0000-0003-4591-1214], Easton, Douglas F [0000-0003-2444-3247], Elliott, Paul [0000-0002-7511-5684], Evangelou, Evangelos [0000-0002-5488-2999], Giedraitis, Vilmantas [0000-0003-3423-2021], Girotto, Giorgia [0000-0003-4507-6589], Grarup, Niels [0000-0001-5526-1070], Gustafsson, Stefan [0000-0001-5894-0351], Hansen, Torben [0000-0001-8748-3831], Hayward, Caroline [0000-0002-9405-9550], Howson, Joanna MM [0000-0001-7618-0050], Ikram, M Arfan [0000-0003-0372-8585], Jackson, Anne U [0000-0002-9672-2547], Justesen, Johanne M [0000-0002-0484-8522], Kovacs, Peter [0000-0002-0290-5423], Kuulasmaa, Kari [0000-0003-2165-1411], Langenberg, Claudia [0000-0002-5017-7344], Lin, Li-An [0000-0003-2731-1346], Linneberg, Allan [0000-0002-0994-0184], Liu, Ching-Ti [0000-0002-0703-0742], Lyytikäinen, Leo-Pekka [0000-0002-7200-5455], MacGregor, Stuart [0000-0001-6731-8142], McCarthy, Mark I [0000-0002-4393-0510], Morgan, Anna [0000-0001-6290-445X], Müller-Nurasyid, Martina [0000-0003-3793-5910], Munroe, Patricia B [0000-0002-4176-2947], Narisu, Narisu [0000-0002-8483-1156], Neville, Matt [0000-0002-6004-5433], Reilly, Dermot F [0000-0002-9456-1364], Rudan, Igor [0000-0001-6993-6884], Saleheen, Danish [0000-0001-6193-020X], Salomaa, Veikko [0000-0001-7563-5324], Sim, Xueling [0000-0002-1233-7642], Small, Kerrin S [0000-0003-4566-0005], Smith, Blair H [0000-0002-5362-9430], Smith, Jennifer A [0000-0002-3575-5468], Southam, Lorraine [0000-0002-7546-9650], Stefansson, Kari [0000-0003-1676-864X], Stirrups, Kathleen E [0000-0002-6823-3252], Stringham, Heather M [0000-0002-2991-6392], Teumer, Alexander [0000-0002-8309-094X], Thompson, Deborah J [0000-0003-1465-5799], Vestergaard, Henrik [0000-0003-3090-269X], Vitart, Veronique [0000-0002-4991-3797], Wang, Carol A [0000-0002-4301-3974], Wessel, Jennifer [0000-0002-7031-0085], Willer, Cristen J [0000-0001-5645-4966], Zeggini, Eleftheria [0000-0003-4238-659X], Rivadeneira, Fernando [0000-0001-9435-9441], Pospisilik, J Andrew [0000-0002-9745-0977], Deloukas, Panos [0000-0001-9251-070X], Mohlke, Karen L [0000-0001-6721-153X], Kutalik, Zoltán [0000-0001-8285-7523], Loos, Ruth JF [0000-0002-8532-5087], Lindgren, Cecilia M [0000-0002-4903-9374], Apollo - University of Cambridge Repository, Home Office, Medical Research Council (MRC), National Institute for Health Research, Imperial College Healthcare NHS Trust- BRC Funding, UK DRI Ltd, Medical and Clinical Psychology, Justice, Anne E., Karaderi, Tugce, Highland, Heather M., Young, Kristin L., Graff, Mariaelisa, Lu, Yingchang, Turcot, Valérie, Auer, Paul L., Fine, Rebecca S., Guo, Xiuqing, Schurmann, Claudia, Lempradl, Adelheid, Marouli, Eirini, Mahajan, Anubha, Winkler, Thomas W., Locke, Adam E., Medina-Gomez, Carolina, Esko, Tõnu, Vedantam, Sailaja, Giri, Ayush, Lo, Ken Sin, Alfred, Tamuno, Mudgal, Poorva, Ng, Maggie C. Y., Heard-Costa, Nancy L., Feitosa, Mary F., Manning, Alisa K., Willems, Sara M., Sivapalaratnam, Suthesh, Abecasis, Goncalo, Alam, Dewan S., Allison, Matthew, Amouyel, Philippe, Arzumanyan, Zorayr, Balkau, Beverley, Bastarache, Lisa, Bergmann, Sven, Bielak, Lawrence F., Blüher, Matthia, Boehnke, Michael, Boeing, Heiner, Boerwinkle, Eric, Böger, Carsten A., Bork-Jensen, Jette, Bottinger, Erwin P., Bowden, Donald W., Brandslund, Ivan, Broer, Linda, Burt, Amber A., Butterworth, Adam S., Caulfield, Mark J., Cesana, Giancarlo, Chambers, John C., Chasman, Daniel I., Chen, Yii-Der Ida, Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y., Collins, Francis S., Cook, James P., Cox, Amanda J., Crosslin, David S., Danesh, John, de Bakker, Paul I. W., Denus, Simon de, Mutsert, Renée de, Dedoussis, George, Demerath, Ellen W., Dennis, Joe G., Denny, Josh C., Angelantonio, Emanuele Di, Dörr, Marcu, Drenos, Fotio, Dubé, Marie-Pierre, Dunning, Alison M., Easton, Douglas F., Elliott, Paul, Evangelou, Evangelo, Farmaki, Aliki-Eleni, Feng, Shuang, Ferrannini, Ele, Ferrieres, Jean, Florez, Jose C., Fornage, Myriam, Fox, Caroline S., Franks, Paul W., Friedrich, Nele, Gan, Wei, Gandin, Ilaria, Gasparini, Paolo, Giedraitis, Vilmanta, Girotto, Giorgia, Gorski, Mathia, Grallert, Harald, Grarup, Niel, Grove, Megan L., Gustafsson, Stefan, Haessler, Jeff, Hansen, Torben, Hattersley, Andrew T., Hayward, Caroline, Heid, Iris M., Holmen, Oddgeir L., Hovingh, G. Kee, Howson, Joanna M. M., Hu, Yao, Hung, Yi-Jen, Hveem, Kristian, Ikram, M. Arfan, Ingelsson, Erik, Jackson, Anne U., Jarvik, Gail P., Jia, Yucheng, Jørgensen, Torben, Jousilahti, Pekka, Justesen, Johanne M., Kahali, Bratati, Karaleftheri, Maria, Kardia, Sharon L. R., Karpe, Fredrik, Kee, Frank, Kitajima, Hidetoshi, Komulainen, Pirjo, Kooner, Jaspal S., Kovacs, Peter, Krämer, Bernhard K., Kuulasmaa, Kari, Kuusisto, Johanna, Laakso, Markku, Lakka, Timo A., Lamparter, David, Lange, Leslie A., Langenberg, Claudia, Larson, Eric B., Lee, Nanette R., Lee, Wen-Jane, Lehtimäki, Terho, Lewis, Cora E., Li, Huaixing, Li, Jin, Li-Gao, Ruifang, Lin, Li-An, Lin, Xu, Lind, Lar, Lindström, Jaana, Linneberg, Allan, Liu, Ching-Ti, Liu, Dajiang J., Luan, Jian’An, Lyytikäinen, Leo-Pekka, Macgregor, Stuart, Mägi, Reedik, Männistö, Satu, Marenne, Gaëlle, Marten, Jonathan, Masca, Nicholas G. D., Mccarthy, Mark I., Meidtner, Karina, Mihailov, Evelin, Moilanen, Leena, Moitry, Marie, Mook-Kanamori, Dennis O., Morgan, Anna, Morris, Andrew P., Müller-Nurasyid, Martina, Munroe, Patricia B., Narisu, Narisu, Nelson, Christopher P., Neville, Matt, Ntalla, Ioanna, O’Connell, Jeffrey R., Owen, Katharine R., Pedersen, Oluf, Peloso, Gina M., Pennell, Craig E., Perola, Marku, Perry, James A., Perry, John R. B., Pers, Tune H., Ewing, Ailith, Polasek, Ozren, Raitakari, Olli T., Rasheed, Asif, Raulerson, Chelsea K., Rauramaa, Rainer, Reilly, Dermot F., Reiner, Alex P., Ridker, Paul M., Rivas, Manuel A., Robertson, Neil R., Robino, Antonietta, Rudan, Igor, Ruth, Katherine S., Saleheen, Danish, Salomaa, Veikko, Samani, Nilesh J., Schreiner, Pamela J., Schulze, Matthias B., Scott, Robert A., Segura-Lepe, Marcelo, Sim, Xueling, Slater, Andrew J., Small, Kerrin S., Smith, Blair H., Smith, Jennifer A., Southam, Lorraine, Spector, Timothy D., Speliotes, Elizabeth K., Stefansson, Kari, Steinthorsdottir, Valgerdur, Stirrups, Kathleen E., Strauch, Konstantin, Stringham, Heather M., Stumvoll, Michael, Sun, Liang, Surendran, Praveen, Swart, Karin M. A., Tardif, Jean-Claude, Taylor, Kent D., Teumer, Alexander, Thompson, Deborah J., Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Thuesen, Betina H., Tönjes, Anke, Torres, Mina, Tsafantakis, Emmanouil, Tuomilehto, Jaakko, Uitterlinden, André G., Uusitupa, Matti, van Duijn, Cornelia M., Vanhala, Mauno, Varma, Rohit, Vermeulen, Sita H., Vestergaard, Henrik, Vitart, Veronique, Vogt, Thomas F., Vuckovic, Dragana, Wagenknecht, Lynne E., Walker, Mark, Wallentin, Lar, Wang, Feijie, Wang, Carol A., Wang, Shuai, Wareham, Nicholas J., Warren, Helen R., Waterworth, Dawn M., Wessel, Jennifer, White, Harvey D., Willer, Cristen J., Wilson, James G., Wood, Andrew R., Wu, Ying, Yaghootkar, Hanieh, Yao, Jie, Yerges-Armstrong, Laura M., Young, Robin, Zeggini, Eleftheria, Zhan, Xiaowei, Zhang, Weihua, Zhao, Jing Hua, Zhao, Wei, Zheng, He, Zhou, Wei, Zillikens, M. Carola, Rivadeneira, Fernando, Borecki, Ingrid B., Pospisilik, J. Andrew, Deloukas, Pano, Frayling, Timothy M., Lettre, Guillaume, Mohlke, Karen L., Rotter, Jerome I., Kutalik, Zoltán, Hirschhorn, Joel N., Cupples, L. Adrienne, Loos, Ruth J. F., North, Kari E., Lindgren, Cecilia M., APH - Societal Participation & Health, APH - Health Behaviors & Chronic Diseases, APH - Aging & Later Life, Epidemiology and Data Science, and VU University medical center

Subjects
Exome/genetics, Male, ReproGen Consortium, Adipose tissue, Genome-wide association study, Type 2 diabetes, White adipose tissue, Body Mass Index, Animals, Body Fat Distribution, Case-Control Studies, Drosophila, Exome, Female, Gene Frequency, Genetic Predisposition to Disease, Genetic Variation, Genome-Wide Association Study, Homeostasis, Humans, Lipids, Proteins, Risk Factors, Waist-Hip Ratio, 0302 clinical medicine, Hyperlipidemia, Body fat distribution, 2. Zero hunger, Genetics, 0303 health sciences, INSULIN-RESISTANCE, ADIPOCYTE DIFFERENTIATION, CHD Exome+ Consortium, Genetic Predisposition to Disease/genetics, Drosophila/genetics, RS11209026 POLYMORPHISM, KINASE 7, 1184 Genetics, developmental biology, physiology, T2D-Genes Consortium, 11 Medical And Health Sciences, Body Fat Distribution/methods, RECEPTOR ALK7, ADIPOSE-TISSUE, Gene Frequency/genetics, Genetic Variation/genetics, InterAct, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], genetic association study, RNA splicing, Proteins/genetics, Genome-Wide Association Study/methods, Lipid particle, ExomeBP Consortium, WAIST CIRCUMFERENCE, Waist-Hip Ratio/methods, Biology, EPIC-CVD Consortium, Article, MAGIC Investigators, 03 medical and health sciences, Homeostasis/genetics, Lipids/genetics, All institutes and research themes of the Radboud University Medical Center, medicine, Global Lipids Genetic Consortium, Risk factor, GENOME-WIDE ASSOCIATION, ABDOMINAL ADIPOSITY, Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium, Gene, 030304 developmental biology, 06 Biological Sciences, medicine.disease, Minor allele frequency, GoT2D Genes Consortium, genetics research, TYPE-2 DIABETES SUSCEPTIBILITY, 3111 Biomedicine, Body mass index, 030217 neurology & neurosurgery, Developmental Biology
Abstract

Body fat distribution is a risk factor for adverse cardiovascular health consequences. We analyzed the association of body fat distribution, assessed by waist-to-hip ratio adjusted for body mass index, with 228,985 predicted coding and splice site variants available on exome arrays in up to 344,369 individuals from five major ancestries (discovery) and 132,177 European-ancestry individuals (validation). We identified 15 common (minor allele frequency, MAF ≥ 5%) and 9 low frequency or rare (MAF < 5%) coding novel variants. Pathway/gene set enrichment analyses identified lipid particle, adiponectin, abnormal white adipose tissue physiology, and bone development and morphology as important contributors to fat distribution, while cross-trait associations highlight cardiometabolic traits. In functional follow-up analyses, specifically in Drosophila RNAi-knockdowns, we observed a significant increase in the total body triglyceride levels for two genes (DNAH10 and PLXND1). We implicate novel genes in fat distribution, stressing the importance of interrogating low-frequency and protein-coding variants., Editorial summary: A trans-ethnic exome-wide association study for body fat distribution identifies protein-coding variants that are significantly associated with waist-to-hip ratio adjusted for body mass index.

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38. Das Bergische Land: Der Figur auf der Spur : 14 Bildwanderwege für die ganze Familie

Author

Michael Wittschier and Michael Wittschier

Subjects
Hiking--Germany--Bergisches Land, Trails--Germany--Bergisches Land
Abstract

Wandern auf dem Kopf einer Kuh oder entlang der Mütze des Weihnachtsmanns? Diese 18 Bildwanderwege durch das Bergische Land ermöglichen eine ganz neue, noch nie erlebte Form des Wanderns: Jede der für Kinderfüße bestens geeigneten Routen, stellt die Umrisse eines beliebten Motivs dar. Die sechs bis zehn Kilometer langen Touren beinhalten zudem Tipps für gemütliche Orte zum Einkehren, spannendes Hintergrundwissen zu den erwanderten Motiven und lustige Rätsel, die unterwegs von den Kindern gelöst werden können. Immer der Figur auf der Spur, bietet dieser besondere Freizeitführer großen Wanderspaß für die ganze Familie. Langeweile bleibt so garantiert ein Fremdwort! Für wen? Familien, Naturliebhaber, Trendsetter Wo geht's hin? Durch das Bergische Land zwischen Bergisch Gladbach und Bergneustadt Das Besondere? Eine neue Art des Wanderns, denn Bildwanderwege hat es so noch nie gegeben! Familien entscheiden gemeinsam, welches Motiv erwandert werden soll. Wie wäre es z. B. mit der Fledermaus? Unser Service? Übersichtliche Karten, GPS-Tracks, spannende Rätsel für unterwegs

Published
2019

39. Figurationen des Laien zwischen Forschung, Leidenschaft und politischer Mobilisierung : Museen, Archive und Erinnerungskultur in Fallstudien und Berichten

Author

Christiane Cantauw, Michael Kamp, Elisabeth Timm, Christiane Cantauw, Michael Kamp, and Elisabeth Timm

Abstract

Dieser Band vertritt keine vereinfachende Position für oder gegen partizipative Verfahren in der Forschung und Wissenschaftsvermittlung. Stattdessen will er für den Argumentationshorizont der Volkskunde, Europäischen Ethnologie und Kulturanthropologie einen historisch weiten und analytisch vertieften Blick auf das Gefüge von Laienforschung und Fachlichkeit werfen.Die Beiträge setzen historisch bei der Figur des Amateurs im späten 19. Jahrhundert und dessen Professionalisierung in wissenschaftlichen Sammelprojekten des 20. Jahrhunderts an, thematisieren die Situation im Kontext der Neuen Sozialen und Ökologischen Bewegungen ab den 1960er Jahren und behandeln auch aktuelle, unterschiedliche Erscheinungsformen von Partizipation, die mit öffentlichen Ressourcen des Staates und mit Unternehmen neu verknüpft werden.Mit Beiträgen von: Günter Achterkamp, Beate Bollmann, Christiane Cantauw, Andreas Eiynck, Walter Hauser, Brigitte Heck, Sabine Imeri, Jutta Jäger-Schenk, Kirsten John-Stucke, Michael Kamp, Bärbel Kleindorfer-Marx, Ralf Klötzer, Carolin Krämer, Claudia Peschel-Wacha, Thomas Naumann, Elisabeth Timm, Christiane Torzewski, Elke Ungeheuer und Siegfried Zengerle.

Published
2017

40. Gesundheit braucht kluge Köpfe : 10 Jahre SRH Hochschule für Gesundheit

Author

Johannes Schaller, Björn Eichmann, Johannes Schaller, and Björn Eichmann

Subjects
Medicine--Study and teaching--Germany
Abstract

Gesundheit braucht kluge Köpfe – seit zehn Jahren leistet die SRH Hochschule für Gesundheit dazu ihren Beitrag. Gesundheit ist ein zentraler Wirtschaftszweig in allen Industrienationen. In Zeiten des demografischen Wandels wächst er dynamisch. Zusätzlich verändern sich Verständnis und Menge unseres Wissens über Gesundheit. Die wichtigste Ressource zur Bewältigung dieser gesellschaftlichen Herausforderungen ist Bildung. Orientiert an den Interessen der Studierenden eröffnet die SRH Hochschule für Gesundheit jungen Menschen neue Chancen, an diesem Wandel teilzuhaben. Sie begegnen dabei modernen Ausbildungswegen, einer umfassenden Verzahnung von Theorie und Praxis und anspruchsvollen Forschungsprojekten. Die staatlich anerkannte, private SRH Hochschule für Gesundheit ist Teil des bundesweiten Netzwerkes der SRH-Gruppe. In ihren Gesundheits- und Bildungseinrichtungen engagieren sich über 13.000 Beschäftigte und ebenso viele Studierende. Dieser Band gibt einen Rückblick auf das vergangene Jahrzehnt der Hochschule. Gleichzeitig berichtet er vom Aufbruch in eine Gesundheitswelt im Wandel. Vorgestellt werden die aktuell 15 Bachelor- und Masterstudiengänge in fünf verschiedenen Studienmodellen an sieben Standorten. Es werden Einblicke gegeben in Bachelor- und Masterthesen der vergangenen Jahre, sowie in aktuelle Forschungsprojekte. Viele kluge Köpfe hat die SRH Hochschule für Gesundheit für das Berufsleben qualifiziert. Im Wissen darum, dass innovative Bildung unersetzbar ist, werden viele weitere folgen.

Published
2017

41. Verdi-Theater

Author

Udo Bermbach and Udo Bermbach

Subjects
Music
Abstract

Verdi ist neben Mozart und Wagner der populärste Komponist des Musiktheaters. Die Autoren stellen exemplarisch sein Werk und dessen Bedeutung dar: Herkunft, Entwicklung, Dramaturgie, Form, Ästhetik und Rezeption.

Published
2016

46. Bewertungen in Umweltschutz und Umweltrecht

Author

Volker Stelzer and Volker Stelzer

Subjects
Environmental chemistry, Environmental Law, Environmental economics, Human geography
Abstract

Schwierig bei der ganzheitlichen Bewertung von Auswirkungen des Menschen auf die Umwelt sind die Festlegung der relevanten Kriterien sowie die Abgrenzung der betroffenen Umwelt. Das vorliegende Buch bietet hier Hilfestellung. Der Autor hat außerdem die bisher untereinheitlich verwendete Terminologie in einen systematischen Zusammenhang gebracht und erläutert. Sowohl die Anwendung in der Praxis, als auch die weiterführende wissenschaftliche Diskussion werden damit auf eine solide Basis gestellt. Die Betrachtungen des Autors sind medienübergreifend und interdisziplinär angelegt. Naturwissenschaftliche Anforderungen an die Bewertung sind mit den für die Praxis entscheidenden rechtlichen Anforderungen abgeglichen. Spielräume und Defizite in den bestehenden rechtlichen Regelungen konnten so aufgezeigt werden.

Published
2013

47. 50 Jahre Bundesrepublik Deutschland : Rahmenbedingungen — Entwicklungen — Perspektiven

Author

Ingrid Ellwein, Everhard Holtmann, Ingrid Ellwein, and Everhard Holtmann

Subjects
Political science
Abstract

Aus politischer Sicht wird in dem Sonderheft der'Politischen Vierteljahresschrift'eine Bilanz der vergangenen 50 Jahre der Bundesrepublik gezogen. Der Band umfasst mehr als 40 Einzelbeiträge, die, in der Form knapper wissenschaftlicher Essays, in insgesamt 6 Abschnitten zusammengefasst werden: Entwicklungsgeschichte der Bundesrepublik und der DDR, Verfassung und Verfassungswandel, Kontinuität und Veränderung der öffentlichen Aufgaben. Die Gebietskörperschaften und ihre Verflechtung, Institutionen und Verfahren der Politik, Akzeptanz und Erneuerung.

Published
2013

49. 2006

Author

Axel Schniederjürgen and Axel Schniederjürgen

Subjects
History--Bibliography
Abstract

Kürschners Musiker-Handbuch verzeichnet mehr als 12.000 lebende professionelle Musikschaffende der E-Musik. Aufgenommen werden Komponistinnen und Komponisten, Dirigentinnen und Dirigenten, Instrumentalsolistinnen und -solisten, Sängerinnen und Sänger sowie Professorinnen und Professoren mit Schaffensschwerpunkt im deutschsprachigen Raum. Die einzelnen Einträge enthalten biographische Angaben, Kontaktadressen sowie Angaben zu Werdegang und künstlerischem Schaffen, zur Mitgliedschaft in Ensembles, zu Preisen und zu den wichtigsten Werken und/oder Einspielungen. Im Anhang sind rund 3.000 wichtige Adressen der Musikszene aufgeführt: Orchester und Ensembles, Agenturen und Verlage mit Ansprechpartner und Schwerpunkt, Festivals, Ausbildungsstätten sowie Wettbewerbe mit Teilnahmebedingungen und Preisgeld. Ein Berufsregister erleichtert die Suche.

Published
2010

50. Natural Production of Organohalogen Compounds

Author

Gordon W. Gribble and Gordon W. Gribble

Subjects
Chemistry, Organic, Environmental management, Soil science, Pollution
Abstract

This book summarizes the state-of-the-art knowledge on naturally occurring organohalogens, of which more than 3700 are documented. The chapters cover all aspects of this field, including the structural diversity and sources of organohalogens, the mechanisms for their formation and biodegradation, the clinical use of dichloroacetate, and the synthesis of the powerful anticancer chlorine-containing cryptophycin. Both biogenic and abiogenic sources of organohalogens are treated, the latter of which include volcanic emissions and abiogenic formation in soil. Halogenation in humans, fungi, and in the ocean are covered in separate chapters. Sources and biosynthesis of the relatively rare natural organofluorines are also discussed in this volume. By better understanding of the role nature plays in the area of organohalogens, we can more intelligently regulate the production, use, and disposal of man-made organohalogen compounds.

Published
2005

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