Author: "Schraut, Katharina E." - Searchworks@Jio Institute Digital Library Search Results

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151 results on '"Schraut, Katharina E."'

1. Genome-wide meta-analyses reveal novel loci for verbal short-term memory and learning

Author: Lahti, Jari, Tuominen, Samuli, Yang, Qiong, Pergola, Giulio, Ahmad, Shahzad, Amin, Najaf, Armstrong, Nicola J, Beiser, Alexa, Bey, Katharina, Bis, Joshua C, Boerwinkle, Eric, Bressler, Jan, Campbell, Archie, Campbell, Harry, Chen, Qiang, Corley, Janie, Cox, Simon R, Davies, Gail, De Jager, Philip L, Derks, Eske M, Faul, Jessica D, Fitzpatrick, Annette L, Fohner, Alison E, Ford, Ian, Fornage, Myriam, Gerring, Zachary, Grabe, Hans J, Grodstein, Francine, Gudnason, Vilmundur, Simonsick, Eleanor, Holliday, Elizabeth G, Joshi, Peter K, Kajantie, Eero, Kaprio, Jaakko, Karell, Pauliina, Kleineidam, Luca, Knol, Maria J, Kochan, Nicole A, Kwok, John B, Leber, Markus, Lam, Max, Lee, Teresa, Li, Shuo, Loukola, Anu, Luck, Tobias, Marioni, Riccardo E, Mather, Karen A, Medland, Sarah, Mirza, Saira S, Nalls, Mike A, Nho, Kwangsik, O’Donnell, Adrienne, Oldmeadow, Christopher, Painter, Jodie, Pattie, Alison, Reppermund, Simone, Risacher, Shannon L, Rose, Richard J, Sadashivaiah, Vijay, Scholz, Markus, Satizabal, Claudia L, Schofield, Peter W, Schraut, Katharina E, Scott, Rodney J, Simino, Jeannette, Smith, Albert V, Smith, Jennifer A, Stott, David J, Surakka, Ida, Teumer, Alexander, Thalamuthu, Anbupalam, Trompet, Stella, Turner, Stephen T, van der Lee, Sven J, Villringer, Arno, Völker, Uwe, Wilson, Robert S, Wittfeld, Katharina, Vuoksimaa, Eero, Xia, Rui, Yaffe, Kristine, Yu, Lei, Zare, Habil, Zhao, Wei, Ames, David, Attia, John, Bennett, David A, Brodaty, Henry, Chasman, Daniel I, Goldman, Aaron L, Hayward, Caroline, Ikram, M Arfan, Jukema, J Wouter, Kardia, Sharon LR, Lencz, Todd, Loeffler, Markus, Mattay, Venkata S, Palotie, Aarno, Psaty, Bruce M, and Ramirez, Alfredo
Subjects: Biological Psychology, Psychology, Genetics, Human Genome, Dementia, Behavioral and Social Science, Brain Disorders, Acquired Cognitive Impairment, Mental Health, Biotechnology, Aging, Clinical Research, Neurosciences, Basic Behavioral and Social Science, Aetiology, 2.1 Biological and endogenous factors, Neurological, Mental health, Memory, Short-Term, Learning, Verbal Learning, Multifactorial Inheritance, Brain, Biological Sciences, Medical and Health Sciences, Psychology and Cognitive Sciences, Psychiatry, Clinical sciences, Biological psychology, Clinical and health psychology
Abstract: Understanding the genomic basis of memory processes may help in combating neurodegenerative disorders. Hence, we examined the associations of common genetic variants with verbal short-term memory and verbal learning in adults without dementia or stroke (N = 53,637). We identified novel loci in the intronic region of CDH18, and at 13q21 and 3p21.1, as well as an expected signal in the APOE/APOC1/TOMM40 region. These results replicated in an independent sample. Functional and bioinformatic analyses supported many of these loci and further implicated POC1. We showed that polygenic score for verbal learning associated with brain activation in right parieto-occipital region during working memory task. Finally, we showed genetic correlations of these memory traits with several neurocognitive and health outcomes. Our findings suggest a role of several genomic loci in verbal memory processes.
Published: 2022

2. Genetic insights into resting heart rate and its role in cardiovascular disease

Author: van de Vegte, Yordi J., Eppinga, Ruben N., van der Ende, M. Yldau, Hagemeijer, Yanick P., Mahendran, Yuvaraj, Salfati, Elias, Smith, Albert V., Tan, Vanessa Y., Arking, Dan E., Ntalla, Ioanna, Appel, Emil V., Schurmann, Claudia, Brody, Jennifer A., Rueedi, Rico, Polasek, Ozren, Sveinbjornsson, Gardar, Lecoeur, Cecile, Ladenvall, Claes, Zhao, Jing Hua, Isaacs, Aaron, Wang, Lihua, Luan, Jian’an, Hwang, Shih-Jen, Mononen, Nina, Auro, Kirsi, Jackson, Anne U., Bielak, Lawrence F., Zeng, Linyao, Shah, Nabi, Nethander, Maria, Campbell, Archie, Rankinen, Tuomo, Pechlivanis, Sonali, Qi, Lu, Zhao, Wei, Rizzi, Federica, Tanaka, Toshiko, Robino, Antonietta, Cocca, Massimiliano, Lange, Leslie, Müller-Nurasyid, Martina, Roselli, Carolina, Zhang, Weihua, Kleber, Marcus E., Guo, Xiuqing, Lin, Henry J., Pavani, Francesca, Galesloot, Tessel E., Noordam, Raymond, Milaneschi, Yuri, Schraut, Katharina E., den Hoed, Marcel, Degenhardt, Frauke, Trompet, Stella, van den Berg, Marten E., Pistis, Giorgio, Tham, Yih-Chung, Weiss, Stefan, Sim, Xueling S., Li, Hengtong L., van der Most, Peter J., Nolte, Ilja M., Lyytikäinen, Leo-Pekka, Said, M. Abdullah, Witte, Daniel R., Iribarren, Carlos, Launer, Lenore, Ring, Susan M., de Vries, Paul S., Sever, Peter, Linneberg, Allan, Bottinger, Erwin P., Padmanabhan, Sandosh, Psaty, Bruce M., Sotoodehnia, Nona, Kolcic, Ivana, Arnar, David O., Gudbjartsson, Daniel F., Holm, Hilma, Balkau, Beverley, Silva, Claudia T., Newton-Cheh, Christopher H., Nikus, Kjell, Salo, Perttu, Mohlke, Karen L., Peyser, Patricia A., Schunkert, Heribert, Lorentzon, Mattias, Lahti, Jari, Rao, Dabeeru C., Cornelis, Marilyn C., Faul, Jessica D., Smith, Jennifer A., Stolarz-Skrzypek, Katarzyna, Bandinelli, Stefania, Concas, Maria Pina, Sinagra, Gianfranco, Meitinger, Thomas, Waldenberger, Melanie, Sinner, Moritz F., Strauch, Konstantin, Delgado, Graciela E., Taylor, Kent D., Yao, Jie, Foco, Luisa, Melander, Olle, de Graaf, Jacqueline, de Mutsert, Renée, de Geus, Eco J. C., Johansson, Åsa, Joshi, Peter K., Lind, Lars, Franke, Andre, Macfarlane, Peter W., Tarasov, Kirill V., Tan, Nicholas, Felix, Stephan B., Tai, E-Shyong, Quek, Debra Q., Snieder, Harold, Ormel, Johan, Ingelsson, Martin, Lindgren, Cecilia, Morris, Andrew P., Raitakari, Olli T., Hansen, Torben, Assimes, Themistocles, Gudnason, Vilmundur, Timpson, Nicholas J., Morrison, Alanna C., Munroe, Patricia B., Strachan, David P., Grarup, Niels, Loos, Ruth J. F., Heckbert, Susan R., Vollenweider, Peter, Hayward, Caroline, Stefansson, Kari, Froguel, Philippe, Groop, Leif, Wareham, Nicholas J., van Duijn, Cornelia M., Feitosa, Mary F., O’Donnell, Christopher J., Kähönen, Mika, Perola, Markus, Boehnke, Michael, Kardia, Sharon L. R., Erdmann, Jeanette, Palmer, Colin N. A., Ohlsson, Claes, Porteous, David J., Eriksson, Johan G., Bouchard, Claude, Moebus, Susanne, Kraft, Peter, Weir, David R., Cusi, Daniele, Ferrucci, Luigi, Ulivi, Sheila, Girotto, Giorgia, Correa, Adolfo, Kääb, Stefan, Peters, Annette, Chambers, John C., Kooner, Jaspal S., März, Winfried, Rotter, Jerome I., Hicks, Andrew A., Smith, J. Gustav, Kiemeney, Lambertus A. L. M., Mook-Kanamori, Dennis O., Penninx, Brenda W. J. H., Gyllensten, Ulf, Wilson, James F., Burgess, Stephen, Sundström, Johan, Lieb, Wolfgang, Jukema, J. Wouter, Eijgelsheim, Mark, Lakatta, Edward L. M., Cheng, Ching-Yu, Dörr, Marcus, Wong, Tien-Yin, Sabanayagam, Charumathi, Oldehinkel, Albertine J., Riese, Harriette, Lehtimäki, Terho, Verweij, Niek, and van der Harst, Pim
Published: 2023
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3. Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention

Author: Wang, Zhe, Emmerich, Andrew, Pillon, Nicolas J., Moore, Tim, Hemerich, Daiane, Cornelis, Marilyn C., Mazzaferro, Eugenia, Broos, Siacia, Ahluwalia, Tarunveer S., Bartz, Traci M., Bentley, Amy R., Bielak, Lawrence F., Chong, Mike, Chu, Audrey Y., Berry, Diane, Dorajoo, Rajkumar, Dueker, Nicole D., Kasbohm, Elisa, Feenstra, Bjarke, Feitosa, Mary F., Gieger, Christian, Graff, Mariaelisa, Hall, Leanne M., Haller, Toomas, Hartwig, Fernando P., Hillis, David A., Huikari, Ville, Heard-Costa, Nancy, Holzapfel, Christina, Jackson, Anne U., Johansson, Åsa, Jørgensen, Anja Moltke, Kaakinen, Marika A., Karlsson, Robert, Kerr, Kathleen F., Kim, Boram, Koolhaas, Chantal M., Kutalik, Zoltan, Lagou, Vasiliki, Lind, Penelope A., Lorentzon, Mattias, Lyytikäinen, Leo-Pekka, Mangino, Massimo, Metzendorf, Christoph, Monroe, Kristine R., Pacolet, Alexander, Pérusse, Louis, Pool, Rene, Richmond, Rebecca C., Rivera, Natalia V., Robiou-du-Pont, Sebastien, Schraut, Katharina E., Schulz, Christina-Alexandra, Stringham, Heather M., Tanaka, Toshiko, Teumer, Alexander, Turman, Constance, van der Most, Peter J., Vanmunster, Mathias, van Rooij, Frank J. A., van Vliet-Ostaptchouk, Jana V., Zhang, Xiaoshuai, Zhao, Jing-Hua, Zhao, Wei, Balkhiyarova, Zhanna, Balslev-Harder, Marie N., Baumeister, Sebastian E., Beilby, John, Blangero, John, Boomsma, Dorret I., Brage, Soren, Braund, Peter S., Brody, Jennifer A., Bruinenberg, Marcel, Ekelund, Ulf, Liu, Ching-Ti, Cole, John W., Collins, Francis S., Cupples, L. Adrienne, Esko, Tõnu, Enroth, Stefan, Faul, Jessica D., Fernandez-Rhodes, Lindsay, Fohner, Alison E., Franco, Oscar H., Galesloot, Tessel E., Gordon, Scott D., Grarup, Niels, Hartman, Catharina A., Heiss, Gerardo, Hui, Jennie, Illig, Thomas, Jago, Russell, James, Alan, Joshi, Peter K., Jung, Taeyeong, Kähönen, Mika, Kilpeläinen, Tuomas O., Koh, Woon-Puay, Kolcic, Ivana, Kraft, Peter P., Kuusisto, Johanna, Launer, Lenore J., Li, Aihua, Linneberg, Allan, Luan, Jian’an, Vidal, Pedro Marques, Medland, Sarah E., Milaneschi, Yuri, Moscati, Arden, Musk, Bill, Nelson, Christopher P., Nolte, Ilja M., Pedersen, Nancy L., Peters, Annette, Peyser, Patricia A., Power, Christine, Raitakari, Olli T., Reedik, Mägi, Reiner, Alex P., Ridker, Paul M., Rudan, Igor, Ryan, Kathy, Sarzynski, Mark A., Scott, Laura J., Scott, Robert A., Sidney, Stephen, Siggeirsdottir, Kristin, Smith, Albert V., Smith, Jennifer A., Sonestedt, Emily, Strøm, Marin, Tai, E. Shyong, Teo, Koon K., Thorand, Barbara, Tönjes, Anke, Tremblay, Angelo, Uitterlinden, Andre G., Vangipurapu, Jagadish, van Schoor, Natasja, Völker, Uwe, Willemsen, Gonneke, Williams, Kayleen, Wong, Quenna, Xu, Huichun, Young, Kristin L., Yuan, Jian Min, Zillikens, M. Carola, Zonderman, Alan B., Ameur, Adam, Bandinelli, Stefania, Bis, Joshua C., Boehnke, Michael, Bouchard, Claude, Chasman, Daniel I., Smith, George Davey, de Geus, Eco J. C., Deldicque, Louise, Dörr, Marcus, Evans, Michele K., Ferrucci, Luigi, Fornage, Myriam, Fox, Caroline, Garland, Jr, Theodore, Gudnason, Vilmundur, Gyllensten, Ulf, Hansen, Torben, Hayward, Caroline, Horta, Bernardo L., Hyppönen, Elina, Jarvelin, Marjo-Riitta, Johnson, W. Craig, Kardia, Sharon L. R., Kiemeney, Lambertus A., Laakso, Markku, Langenberg, Claudia, Lehtimäki, Terho, Marchand, Loic Le, Magnusson, Patrik K. E., Martin, Nicholas G., Melbye, Mads, Metspalu, Andres, Meyre, David, North, Kari E., Ohlsson, Claes, Oldehinkel, Albertine J., Orho-Melander, Marju, Pare, Guillaume, Park, Taesung, Pedersen, Oluf, Penninx, Brenda W. J. H., Pers, Tune H., Polasek, Ozren, Prokopenko, Inga, Rotimi, Charles N., Samani, Nilesh J., Sim, Xueling, Snieder, Harold, Sørensen, Thorkild I. A., Spector, Tim D., Timpson, Nicholas J., van Dam, Rob M., van der Velde, Nathalie, van Duijn, Cornelia M., Vollenweider, Peter, Völzke, Henry, Voortman, Trudy, Waeber, Gérard, Wareham, Nicholas J., Weir, David R., Wichmann, Heinz-Erich, Wilson, James F., Hevener, Andrea L., Krook, Anna, Zierath, Juleen R., Thomis, Martine A. I., Loos, Ruth J. F., and Hoed, Marcel den
Published: 2022
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4. Genome Analyses of >200,000 Individuals Identify 58 Loci for Chronic Inflammation and Highlight Pathways that Link Inflammation and Complex Disorders

Author: Ligthart, Symen, Vaez, Ahmad, Võsa, Urmo, Stathopoulou, Maria G, de Vries, Paul S, Prins, Bram P, Van der Most, Peter J, Tanaka, Toshiko, Naderi, Elnaz, Rose, Lynda M, Wu, Ying, Karlsson, Robert, Barbalic, Maja, Lin, Honghuang, Pool, René, Zhu, Gu, Macé, Aurélien, Sidore, Carlo, Trompet, Stella, Mangino, Massimo, Sabater-Lleal, Maria, Kemp, John P, Abbasi, Ali, Kacprowski, Tim, Verweij, Niek, Smith, Albert V, Huang, Tao, Marzi, Carola, Feitosa, Mary F, Lohman, Kurt K, Kleber, Marcus E, Milaneschi, Yuri, Mueller, Christian, Huq, Mahmudul, Vlachopoulou, Efthymia, Lyytikäinen, Leo-Pekka, Oldmeadow, Christopher, Deelen, Joris, Perola, Markus, Zhao, Jing Hua, Feenstra, Bjarke, Amini, Marzyeh, Lahti, Jari, Schraut, Katharina E, Fornage, Myriam, Suktitipat, Bhoom, Chen, Wei-Min, Li, Xiaohui, Nutile, Teresa, Malerba, Giovanni, Luan, Jian’an, Bak, Tom, Schork, Nicholas, Del Greco M., Fabiola, Thiering, Elisabeth, Mahajan, Anubha, Marioni, Riccardo E, Mihailov, Evelin, Eriksson, Johan, Ozel, Ayse Bilge, Zhang, Weihua, Nethander, Maria, Cheng, Yu-Ching, Aslibekyan, Stella, Ang, Wei, Gandin, Ilaria, Yengo, Loïc, Portas, Laura, Kooperberg, Charles, Hofer, Edith, Rajan, Kumar B, Schurmann, Claudia, Hollander, Wouter den, Ahluwalia, Tarunveer Singh, Zhao, Jing, Draisma, Harmen HM, Ford, Ian, Timpson, Nicholas, Teumer, Alexander, Huang, Hongyan, Wahl, Simone, Liu, YongMei, Huang, Jie, Uh, Hae-Won, Geller, Frank, Joshi, Peter K, Yanek, Lisa R, Trabetti, Elisabetta, Lehne, Benjamin, Vozzi, Diego, Verbanck, Marie, Biino, Ginevra, Saba, Yasaman, Meulenbelt, Ingrid, O’Connell, Jeff R, Laakso, Markku, Giulianini, Franco, Magnusson, Patrik KE, Ballantyne, Christie M, and Hottenga, Jouke Jan
Subjects: Epidemiology, Biological Sciences, Health Sciences, Genetics, Human Genome, Prevention, 2.1 Biological and endogenous factors, Aetiology, Inflammatory and immune system, Good Health and Well Being, Adolescent, Adult, Aged, Aged, 80 and over, Biomarkers, Bipolar Disorder, Body Mass Index, C-Reactive Protein, Child, Female, Genetic Loci, Genome-Wide Association Study, Humans, Inflammation, Liver, Male, Mendelian Randomization Analysis, Metabolic Networks and Pathways, Middle Aged, Schizophrenia, Young Adult, LifeLines Cohort Study, CHARGE Inflammation Working Group, C-reactive protein, DEPICT, Mendelian randomization, coronary artery disease, genome-wide association study, inflammation, inflammatory disorders, schizophrenia, system biology, Medical and Health Sciences, Genetics & Heredity, Biological sciences, Biomedical and clinical sciences, Health sciences
Abstract: C-reactive protein (CRP) is a sensitive biomarker of chronic low-grade inflammation and is associated with multiple complex diseases. The genetic determinants of chronic inflammation remain largely unknown, and the causal role of CRP in several clinical outcomes is debated. We performed two genome-wide association studies (GWASs), on HapMap and 1000 Genomes imputed data, of circulating amounts of CRP by using data from 88 studies comprising 204,402 European individuals. Additionally, we performed in silico functional analyses and Mendelian randomization analyses with several clinical outcomes. The GWAS meta-analyses of CRP revealed 58 distinct genetic loci (p < 5 × 10-8). After adjustment for body mass index in the regression analysis, the associations at all except three loci remained. The lead variants at the distinct loci explained up to 7.0% of the variance in circulating amounts of CRP. We identified 66 gene sets that were organized in two substantially correlated clusters, one mainly composed of immune pathways and the other characterized by metabolic pathways in the liver. Mendelian randomization analyses revealed a causal protective effect of CRP on schizophrenia and a risk-increasing effect on bipolar disorder. Our findings provide further insights into the biology of inflammation and could lead to interventions for treating inflammation and its clinical consequences.
Published: 2018

5. Life-Course Genome-wide Association Study Meta-analysis of Total Body BMD and Assessment of Age-Specific Effects

Author: Medina-Gomez, Carolina, Kemp, John P, Trajanoska, Katerina, Luan, Jian’an, Chesi, Alessandra, Ahluwalia, Tarunveer S, Mook-Kanamori, Dennis O, Ham, Annelies, Hartwig, Fernando P, Evans, Daniel S, Joro, Raimo, Nedeljkovic, Ivana, Zheng, Hou-Feng, Zhu, Kun, Atalay, Mustafa, Liu, Ching-Ti, Nethander, Maria, Broer, Linda, Porleifsson, Gudmar, Mullin, Benjamin H, Handelman, Samuel K, Nalls, Mike A, Jessen, Leon E, Heppe, Denise HM, Richards, J Brent, Wang, Carol, Chawes, Bo, Schraut, Katharina E, Amin, Najaf, Wareham, Nick, Karasik, David, Van der Velde, Nathalie, Ikram, M Arfan, Zemel, Babette S, Zhou, Yanhua, Carlsson, Christian J, Liu, Yongmei, McGuigan, Fiona E, Boer, Cindy G, Bønnelykke, Klaus, Ralston, Stuart H, Robbins, John A, Walsh, John P, Zillikens, M Carola, Langenberg, Claudia, Li-Gao, Ruifang, Williams, Frances MK, Harris, Tamara B, Akesson, Kristina, Jackson, Rebecca D, Sigurdsson, Gunnar, Heijer, Martin den, van der Eerden, Bram CJ, van de Peppel, Jeroen, Spector, Timothy D, Pennell, Craig, Horta, Bernardo L, Felix, Janine F, Zhao, Jing Hua, Wilson, Scott G, de Mutsert, Renée, Bisgaard, Hans, Styrkársdóttir, Unnur, Jaddoe, Vincent W, Orwoll, Eric, Lakka, Timo A, Scott, Robert, Grant, Struan FA, Lorentzon, Mattias, van Duijn, Cornelia M, Wilson, James F, Stefansson, Kari, Psaty, Bruce M, Kiel, Douglas P, Ohlsson, Claes, Ntzani, Evangelia, van Wijnen, Andre J, Forgetta, Vincenzo, Ghanbari, Mohsen, Logan, John G, Williams, Graham R, Bassett, JH Duncan, Croucher, Peter I, Evangelou, Evangelos, Uitterlinden, Andre G, Ackert-Bicknell, Cheryl L, Tobias, Jonathan H, Evans, David M, and Rivadeneira, Fernando
Subjects: Rare Diseases, Aging, Human Genome, Osteoporosis, Clinical Research, Genetics, Aetiology, 2.1 Biological and endogenous factors, Musculoskeletal, Good Health and Well Being, Adolescent, Age Factors, Animals, Bone Density, Child, Child, Preschool, Genetic Loci, Genome-Wide Association Study, Humans, Infant, Infant, Newborn, Mice, Knockout, Polymorphism, Single Nucleotide, Quantitative Trait, Heritable, Regression Analysis, BMD, CREB3L1, ESR1, GWASs, RANKL, age-dependent effects, bone mineral density, fracture, genetic correlation, genome-wide association studies, meta-regression, total-body DXA, Biological Sciences, Medical and Health Sciences, Genetics & Heredity
Abstract: Bone mineral density (BMD) assessed by DXA is used to evaluate bone health. In children, total body (TB) measurements are commonly used; in older individuals, BMD at the lumbar spine (LS) and femoral neck (FN) is used to diagnose osteoporosis. To date, genetic variants in more than 60 loci have been identified as associated with BMD. To investigate the genetic determinants of TB-BMD variation along the life course and test for age-specific effects, we performed a meta-analysis of 30 genome-wide association studies (GWASs) of TB-BMD including 66,628 individuals overall and divided across five age strata, each spanning 15 years. We identified variants associated with TB-BMD at 80 loci, of which 36 have not been previously identified; overall, they explain approximately 10% of the TB-BMD variance when combining all age groups and influence the risk of fracture. Pathway and enrichment analysis of the association signals showed clustering within gene sets implicated in the regulation of cell growth and SMAD proteins, overexpressed in the musculoskeletal system, and enriched in enhancer and promoter regions. These findings reveal TB-BMD as a relevant trait for genetic studies of osteoporosis, enabling the identification of variants and pathways influencing different bone compartments. Only variants in ESR1 and close proximity to RANKL showed a clear effect dependency on age. This most likely indicates that the majority of genetic variants identified influence BMD early in life and that their effect can be captured throughout the life course.
Published: 2018

6. A multi-omics study of circulating phospholipid markers of blood pressure

Author: Liu, Jun, de Vries, Paul S., Del Greco M., Fabiola, Johansson, Åsa, Schraut, Katharina E., Hayward, Caroline, van Dijk, Ko Willems, Franco, Oscar. H., Hicks, Andrew A., Vitart, Veronique, Rudan, Igor, Campbell, Harry, Polašek, Ozren, Pramstaller, Peter P., Wilson, James F., Gyllensten, Ulf, van Duijn, Cornelia M., Dehghan, Abbas, and Demirkan, Ayşe
Published: 2022
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7. Genomic analyses identify hundreds of variants associated with age at menarche and support a role for puberty timing in cancer risk.

Author: Day, Felix R, Thompson, Deborah J, Helgason, Hannes, Chasman, Daniel I, Finucane, Hilary, Sulem, Patrick, Ruth, Katherine S, Whalen, Sean, Sarkar, Abhishek K, Albrecht, Eva, Altmaier, Elisabeth, Amini, Marzyeh, Barbieri, Caterina M, Boutin, Thibaud, Campbell, Archie, Demerath, Ellen, Giri, Ayush, He, Chunyan, Hottenga, Jouke J, Karlsson, Robert, Kolcic, Ivana, Loh, Po-Ru, Lunetta, Kathryn L, Mangino, Massimo, Marco, Brumat, McMahon, George, Medland, Sarah E, Nolte, Ilja M, Noordam, Raymond, Nutile, Teresa, Paternoster, Lavinia, Perjakova, Natalia, Porcu, Eleonora, Rose, Lynda M, Schraut, Katharina E, Segrè, Ayellet V, Smith, Albert V, Stolk, Lisette, Teumer, Alexander, Andrulis, Irene L, Bandinelli, Stefania, Beckmann, Matthias W, Benitez, Javier, Bergmann, Sven, Bochud, Murielle, Boerwinkle, Eric, Bojesen, Stig E, Bolla, Manjeet K, Brand, Judith S, Brauch, Hiltrud, Brenner, Hermann, Broer, Linda, Brüning, Thomas, Buring, Julie E, Campbell, Harry, Catamo, Eulalia, Chanock, Stephen, Chenevix-Trench, Georgia, Corre, Tanguy, Couch, Fergus J, Cousminer, Diana L, Cox, Angela, Crisponi, Laura, Czene, Kamila, Davey Smith, George, de Geus, Eco JCN, de Mutsert, Renée, De Vivo, Immaculata, Dennis, Joe, Devilee, Peter, Dos-Santos-Silva, Isabel, Dunning, Alison M, Eriksson, Johan G, Fasching, Peter A, Fernández-Rhodes, Lindsay, Ferrucci, Luigi, Flesch-Janys, Dieter, Franke, Lude, Gabrielson, Marike, Gandin, Ilaria, Giles, Graham G, Grallert, Harald, Gudbjartsson, Daniel F, Guénel, Pascal, Hall, Per, Hallberg, Emily, Hamann, Ute, Harris, Tamara B, Hartman, Catharina A, Heiss, Gerardo, Hooning, Maartje J, Hopper, John L, Hu, Frank, Hunter, David J, Ikram, M Arfan, Im, Hae Kyung, Järvelin, Marjo-Riitta, Joshi, Peter K, Karasik, David, and Kellis, Manolis
Subjects: LifeLines Cohort Study, InterAct Consortium, kConFab/AOCS Investigators, Endometrial Cancer Association Consortium, Ovarian Cancer Association Consortium, PRACTICAL consortium, Humans, Neoplasms, Genetic Predisposition to Disease, Ubiquitin-Protein Ligases, Intercellular Signaling Peptides and Proteins, Calcium-Binding Proteins, Ribonucleoproteins, Membrane Proteins, Body Mass Index, Risk Factors, Age Factors, Genomic Imprinting, Puberty, Menarche, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Databases, Genetic, Adolescent, Female, Male, Genome-Wide Association Study, Aging, Breast Cancer, Biotechnology, Cancer, Human Genome, Genetics, Prostate Cancer, Urologic Diseases, 2.1 Biological and endogenous factors, Aetiology, Biological Sciences, Medical and Health Sciences, Developmental Biology
Abstract: The timing of puberty is a highly polygenic childhood trait that is epidemiologically associated with various adult diseases. Using 1000 Genomes Project-imputed genotype data in up to ∼370,000 women, we identify 389 independent signals (P < 5 × 10-8) for age at menarche, a milestone in female pubertal development. In Icelandic data, these signals explain ∼7.4% of the population variance in age at menarche, corresponding to ∼25% of the estimated heritability. We implicate ∼250 genes via coding variation or associated expression, demonstrating significant enrichment in neural tissues. Rare variants near the imprinted genes MKRN3 and DLK1 were identified, exhibiting large effects when paternally inherited. Mendelian randomization analyses suggest causal inverse associations, independent of body mass index (BMI), between puberty timing and risks for breast and endometrial cancers in women and prostate cancer in men. In aggregate, our findings highlight the complexity of the genetic regulation of puberty timing and support causal links with cancer susceptibility.
Published: 2017

8. Genome-wide associations for birth weight and correlations with adult disease

Author: Horikoshi, Momoko, Beaumont, Robin N, Day, Felix R, Warrington, Nicole M, Kooijman, Marjolein N, Fernandez-Tajes, Juan, Feenstra, Bjarke, van Zuydam, Natalie R, Gaulton, Kyle J, Grarup, Niels, Bradfield, Jonathan P, Strachan, David P, Li-Gao, Ruifang, Ahluwalia, Tarunveer S, Kreiner, Eskil, Rueedi, Rico, Lyytikäinen, Leo-Pekka, Cousminer, Diana L, Wu, Ying, Thiering, Elisabeth, Wang, Carol A, Have, Christian T, Hottenga, Jouke-Jan, Vilor-Tejedor, Natalia, Joshi, Peter K, Boh, Eileen Tai Hui, Ntalla, Ioanna, Pitkänen, Niina, Mahajan, Anubha, van Leeuwen, Elisabeth M, Joro, Raimo, Lagou, Vasiliki, Nodzenski, Michael, Diver, Louise A, Zondervan, Krina T, Bustamante, Mariona, Marques-Vidal, Pedro, Mercader, Josep M, Bennett, Amanda J, Rahmioglu, Nilufer, Nyholt, Dale R, Ma, Ronald CW, Tam, Claudia HT, Tam, Wing Hung, Ganesh, Santhi K, van Rooij, Frank JA, Jones, Samuel E, Loh, Po-Ru, Ruth, Katherine S, Tuke, Marcus A, Tyrrell, Jessica, Wood, Andrew R, Yaghootkar, Hanieh, Scholtens, Denise M, Paternoster, Lavinia, Prokopenko, Inga, Kovacs, Peter, Atalay, Mustafa, Willems, Sara M, Panoutsopoulou, Kalliope, Wang, Xu, Carstensen, Lisbeth, Geller, Frank, Schraut, Katharina E, Murcia, Mario, van Beijsterveldt, Catharina EM, Willemsen, Gonneke, Appel, Emil VR, Fonvig, Cilius E, Trier, Caecilie, Tiesler, Carla MT, Standl, Marie, Kutalik, Zoltán, Bonàs-Guarch, Sílvia, Hougaard, David M, Sánchez, Friman, Torrents, David, Waage, Johannes, Hollegaard, Mads V, de Haan, Hugoline G, Rosendaal, Frits R, Medina-Gomez, Carolina, Ring, Susan M, Hemani, Gibran, McMahon, George, Robertson, Neil R, Groves, Christopher J, Langenberg, Claudia, Luan, Jian’an, Scott, Robert A, Zhao, Jing Hua, Mentch, Frank D, MacKenzie, Scott M, Reynolds, Rebecca M, Lowe, William L, Tönjes, Anke, Stumvoll, Michael, Lindi, Virpi, Lakka, Timo A, and van Duijn, Cornelia M
Subjects: Nutrition, Perinatal Period - Conditions Originating in Perinatal Period, Human Genome, Genetics, Clinical Research, Preterm, Low Birth Weight and Health of the Newborn, Obesity, Prevention, Pediatric, Infant Mortality, 2.1 Biological and endogenous factors, Aetiology, Adult, Aging, Anthropometry, Birth Weight, Blood Pressure, Chromatin Assembly and Disassembly, Cohort Studies, Coronary Artery Disease, Datasets as Topic, Diabetes Mellitus, Type 2, Female, Fetus, Genetic Loci, Genetic Predisposition to Disease, Genetic Variation, Genome-Wide Association Study, Genomic Imprinting, Genotype, Glucose, Glycogen, Humans, Insulin, Male, Phenotype, Signal Transduction, CHARGE Consortium Hematology Working Group, Early Growth Genetics (EGG) Consortium, General Science & Technology
Abstract: Birth weight (BW) has been shown to be influenced by both fetal and maternal factors and in observational studies is reproducibly associated with future risk of adult metabolic diseases including type 2 diabetes (T2D) and cardiovascular disease. These life-course associations have often been attributed to the impact of an adverse early life environment. Here, we performed a multi-ancestry genome-wide association study (GWAS) meta-analysis of BW in 153,781 individuals, identifying 60 loci where fetal genotype was associated with BW (P
Published: 2016

9. Genome-wide association study identifies 74 loci associated with educational attainment

Author: Okbay, Aysu, Beauchamp, Jonathan P, Fontana, Mark Alan, Lee, James J, Pers, Tune H, Rietveld, Cornelius A, Turley, Patrick, Chen, Guo-Bo, Emilsson, Valur, Meddens, S Fleur W, Oskarsson, Sven, Pickrell, Joseph K, Thom, Kevin, Timshel, Pascal, de Vlaming, Ronald, Abdellaoui, Abdel, Ahluwalia, Tarunveer S, Bacelis, Jonas, Baumbach, Clemens, Bjornsdottir, Gyda, Brandsma, Johannes H, Pina Concas, Maria, Derringer, Jaime, Furlotte, Nicholas A, Galesloot, Tessel E, Girotto, Giorgia, Gupta, Richa, Hall, Leanne M, Harris, Sarah E, Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E, Kaasik, Kadri, Kalafati, Ioanna P, Karlsson, Robert, Kong, Augustine, Lahti, Jari, Lee, Sven J van der, deLeeuw, Christiaan, Lind, Penelope A, Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B, van der Most, Peter J, Oldmeadow, Christopher, Payton, Antony, Pervjakova, Natalia, Peyrot, Wouter J, Qian, Yong, Raitakari, Olli, Rueedi, Rico, Salvi, Erika, Schmidt, Börge, Schraut, Katharina E, Shi, Jianxin, Smith, Albert V, Poot, Raymond A, St Pourcain, Beate, Teumer, Alexander, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Westra, Harm-Jan, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z, Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E, Biino, Ginevra, Bønnelykke, Klaus, Boyle, Patricia A, Campbell, Harry, Cappuccio, Francesco P, Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Panos, Demuth, Ilja, Ding, Jun, Eibich, Peter, Eisele, Lewin, Eklund, Niina, Evans, David M, Faul, Jessica D, Feitosa, Mary F, Forstner, Andreas J, Gandin, Ilaria, Gunnarsson, Bjarni, Halldórsson, Bjarni V, Harris, Tamara B, Heath, Andrew C, Hocking, Lynne J, Holliday, Elizabeth G, Homuth, Georg, and Horan, Michael A
Subjects: Biological Sciences, Genetics, Epidemiology, Health Sciences, Statistics, Mathematical Sciences, Human Genome, Clinical Research, Alzheimer Disease, Bipolar Disorder, Brain, Cognition, Computational Biology, Educational Status, Fetus, Gene Expression Regulation, Gene-Environment Interaction, Genome-Wide Association Study, Humans, Molecular Sequence Annotation, Polymorphism, Single Nucleotide, Schizophrenia, United Kingdom, LifeLines Cohort Study, General Science & Technology
Abstract: Educational attainment is strongly influenced by social and other environmental factors, but genetic factors are estimated to account for at least 20% of the variation across individuals. Here we report the results of a genome-wide association study (GWAS) for educational attainment that extends our earlier discovery sample of 101,069 individuals to 293,723 individuals, and a replication study in an independent sample of 111,349 individuals from the UK Biobank. We identify 74 genome-wide significant loci associated with the number of years of schooling completed. Single-nucleotide polymorphisms associated with educational attainment are disproportionately found in genomic regions regulating gene expression in the fetal brain. Candidate genes are preferentially expressed in neural tissue, especially during the prenatal period, and enriched for biological pathways involved in neural development. Our findings demonstrate that, even for a behavioural phenotype that is mostly environmentally determined, a well-powered GWAS identifies replicable associated genetic variants that suggest biologically relevant pathways. Because educational attainment is measured in large numbers of individuals, it will continue to be useful as a proxy phenotype in efforts to characterize the genetic influences of related phenotypes, including cognition and neuropsychiatric diseases.
Published: 2016

10. Fine mapping the CETP region reveals a common intronic insertion associated to HDL-C

Author: van Leeuwen, Elisabeth M, Huffman, Jennifer E, Bis, Joshua C, Isaacs, Aaron, Mulder, Monique, Sabo, Aniko, Smith, Albert V, Demissie, Serkalem, Manichaikul, Ani, Brody, Jennifer A, Feitosa, Mary F, Duan, Qing, Schraut, Katharina E, Navarro, Pau, van Vliet-Ostaptchouk, Jana V, Zhu, Gu, Mbarek, Hamdi, Trompet, Stella, Verweij, Niek, Lyytikäinen, Leo-Pekka, Deelen, Joris, Nolte, Ilja M, van der Laan, Sander W, Davies, Gail, Vermeij-Verdoold, Andrea JM, van Oosterhout, Andy ALJ, Vergeer-Drop, Jeannette M, Arking, Dan E, Trochet, Holly, Medina-Gomez, Carolina, Rivadeneira, Fernando, Uitterlinden, Andre G, Dehghan, Abbas, Franco, Oscar H, Sijbrands, Eric J, Hofman, Albert, White, Charles C, Mychaleckyj, Josyf C, Peloso, Gina M, Swertz, Morris A, Willemsen, Gonneke, de Geus, Eco J, Milaneschi, Yuri, Penninx, Brenda WJH, Ford, Ian, Buckley, Brendan M, de Craen, Anton JM, Starr, John M, Deary, Ian J, Pasterkamp, Gerard, Oldehinkel, Albertine J, Snieder, Harold, Slagboom, P Eline, Nikus, Kjell, Kähönen, Mika, Lehtimäki, Terho, Viikari, Jorma S, Raitakari, Olli T, van der Harst, Pim, Jukema, J Wouter, Hottenga, Jouke-Jan, Boomsma, Dorret I, Whitfield, John B, Montgomery, Grant, Martin, Nicholas G, Polasek, Ozren, Vitart, Veronique, Hayward, Caroline, Kolcic, Ivana, Wright, Alan F, Rudan, Igor, Joshi, Peter K, Wilson, James F, Lange, Leslie A, Wilson, James G, Gudnason, Vilmundur, Harris, Tamar B, Morrison, Alanna C, Borecki, Ingrid B, Rich, Stephen S, Padmanabhan, Sandosh, Psaty, Bruce M, Rotter, Jerome I, Smith, Blair H, Boerwinkle, Eric, Cupples, L Adrienne, and van Duijn, Cornelia
Subjects: Biological Sciences, Genetics, Aetiology, 2.1 Biological and endogenous factors, Generation Scotland, LifeLines Cohort Study, CHARGE Lipids Working Group, Biochemistry and Cell Biology, Medical Biotechnology, Clinical Sciences, Biochemistry and cell biology
Abstract: BackgroundIndividuals with exceptional longevity and their offspring have significantly larger high-density lipoprotein concentrations (HDL-C) particle sizes due to the increased homozygosity for the I405V variant in the cholesteryl ester transfer protein (CETP) gene. In this study, we investigate the association of CETP and HDL-C further to identify novel, independent CETP variants associated with HDL-C in humans.MethodsWe performed a meta-analysis of HDL-C within the CETP region using 59,432 individuals imputed with 1000 Genomes data. We performed replication in an independent sample of 47,866 individuals and validation was done by Sanger sequencing.ResultsThe meta-analysis of HDL-C within the CETP region identified five independent variants, including an exonic variant and a common intronic insertion. We replicated these 5 variants significantly in an independent sample of 47,866 individuals. Sanger sequencing of the insertion within a single family confirmed segregation of this variant. The strongest reported association between HDL-C and CETP variants, was rs3764261; however, after conditioning on the five novel variants we identified the support for rs3764261 was highly reduced (βunadjusted=3.179 mg/dl (P value=5.25×10-509), βadjusted=0.859 mg/dl (P value=9.51×10-25)), and this finding suggests that these five novel variants may partly explain the association of CETP with HDL-C. Indeed, three of the five novel variants (rs34065661, rs5817082, rs7499892) are independent of rs3764261.ConclusionsThe causal variants in CETP that account for the association with HDL-C remain unknown. We used studies imputed to the 1000 Genomes reference panel for fine mapping of the CETP region. We identified and validated five variants within this region that may partly account for the association of the known variant (rs3764261), as well as other sources of genetic contribution to HDL-C.
Published: 2015

11. SMIM1 absence is associated with reduced energy expenditure and excess weight

Author: Banasik, Karina, Bay, Jakob, Boldsen, Jens Kjærgaard, Brodersen, Thorsten, Brunak, Søren, Burgdorf, Kristoffer, Chalmer, Mona Ameri, Didriksen, Maria, Dinh, Khoa Manh, Dowsett, Joseph, Erikstrup, Christian, Feenstra, Bjarke, Geller, Frank, Gudbjartsson, Daniel, Hansen, Thomas Folkmann, Hindhede, Lotte, Hjalgrim, Henrik, Jacobsen, Rikke Louise, Jemec, Gregor, Jensen, Bitten Aagaard, Kaspersen, Katrine, Kjerulff, Bertram Dalskov, Kogelman, Lisette, Hørup Larsen, Margit Anita, Louloudis, Ioannis, Lundgaard, Agnete, Susan, Mikkelsen, Christina, Nissen, Ioanna, Nyegaard, Mette, Ostrowski, Sisse Rye, Pedersen, Ole Birger, Henriksen, Alexander Pil, Rohde, Palle Duun, Rostgaard, Klaus, Schwinn, Michael, Stefansson, Kari, Stefánsson, Hreinn, Sørensen, Erik, þorsteinsdóttir, Unnur, Thørner, Lise Wegner, Bruun, Mie Topholm, Ullum, Henrik, Werge, Thomas, Westergaard, David, Chen, Ji, Spracklen, Cassandra N., Marenne, Gaëlle, Varshney, Arushi, Corbin, Laura J., Luan, Jian’an, Willems, Sara M., Wu, Ying, Zhang, Xiaoshuai, Horikoshi, Momoko, Boutin, Thibaud S., Mägi, Reedik, Waage, Johannes, Li-Gao, Ruifang, Katie Chan, Kei Hang, Yao, Jie, Anasanti, Mila D., Chu, Audrey Y., Claringbould, Annique, Heikkinen, Jani, Hong, Jaeyoung, Hottenga, Jouke-Jan, Huo, Shaofeng, Kaakinen, Marika A., Louie, Tin, März, Winfried, Moreno-Macias, Hortensia, Ndungu, Anne, Nelson, Sarah C., Nolte, Ilja M., North, Kari E., Raulerson, Chelsea K., Ray, Debashree, Rohde, Rebecca, Rybin, Denis, Schurmann, Claudia, Sim, Xueling, Southam, Loz, Stewart, Isobel D., Wang, Carol A., Wang, Yujie, Wu, Peitao, Zhang, Weihua, Ahluwalia, Tarunveer S., Appel, Emil V.R., Bielak, Lawrence F., Brody, Jennifer A., Burtt, Noël P., Cabrera, Claudia P., Cade, Brian E., Chai, Jin Fang, Chai, Xiaoran, Chang, Li-Ching, Chen, Chien-Hsiun, Chen, Brian H., Chitrala, Kumaraswamy Naidu, Chiu, Yen-Feng, de Haan, Hugoline G., Delgado, Graciela E., Demirkan, Ayse, Duan, Qing, Engmann, Jorgen, Fatumo, Segun A., Gayán, Javier, Giulianini, Franco, Gong, Jung Ho, Gustafsson, Stefan, Hai, Yang, Hartwig, Fernando P., He, Jing, Heianza, Yoriko, Huang, Tao, Huerta-Chagoya, Alicia, Hwang, Mi Yeong, Jensen, Richard A., Kawaguchi, Takahisa, Kentistou, Katherine A., Kim, Young Jin, Kleber, Marcus E., Kooner, Ishminder K., Lai, Shuiqing, Lange, Leslie A., Langefeld, Carl D., Lauzon, Marie, Li, Man, Ligthart, Symen, Liu, Jun, Loh, Marie, Long, Jirong, Lyssenko, Valeriya, Mangino, Massimo, Marzi, Carola, Montasser, May E., Nag, Abhishek, Nakatochi, Masahiro, Noce, Damia, Noordam, Raymond, Pistis, Giorgio, Preuss, Michael, Raffield, Laura, Rasmussen-Torvik, Laura J., Rich, Stephen S., Robertson, Neil R., Rueedi, Rico, Ryan, Kathleen, Sanna, Serena, Saxena, Richa, Schraut, Katharina E., Sennblad, Bengt, Setoh, Kazuya, Smith, Albert V., Southam, Lorraine, Sparsø, Thomas, Strawbridge, Rona J., Takeuchi, Fumihiko, Tan, Jingyi, Trompet, Stella, van den Akker, Erik, van der Most, Peter J., Verweij, Niek, Vogel, Mandy, Wang, Heming, Wang, Chaolong, Wang, Nan, Warren, Helen R., Wen, Wanqing, Wilsgaard, Tom, Wong, Andrew, Wood, Andrew R., Xie, Tian, Zafarmand, Mohammad Hadi, Zhao, Jing-Hua, Zhao, Wei, Amin, Najaf, Arzumanyan, Zorayr, Astrup, Arne, Bakker, Stephan J.L., Baldassarre, Damiano, Beekman, Marian, Bergman, Richard N., Bertoni, Alain, Blüher, Matthias, Bonnycastle, Lori L., Bornstein, Stefan R., Bowden, Donald W., Cai, Qiuyin, Campbell, Archie, Campbell, Harry, Chang, Yi Cheng, de Geus, Eco J.C., Dehghan, Abbas, Du, Shufa, Eiriksdottir, Gudny, Farmaki, Aliki Eleni, Frånberg, Mattias, Fuchsberger, Christian, Gao, Yutang, Gjesing, Anette P., Goel, Anuj, Han, Sohee, Hartman, Catharina A., Herder, Christian, Hicks, Andrew A., Hsieh, Chang-Hsun, Hsueh, Willa A., Ichihara, Sahoko, Igase, Michiya, Ikram, M. Arfan, Johnson, W. Craig, Jørgensen, Marit E., Joshi, Peter K., Kalyani, Rita R., Kandeel, Fouad R., Katsuya, Tomohiro, Khor, Chiea Chuen, Kiess, Wieland, Kolcic, Ivana, Kuulasmaa, Teemu, Kuusisto, Johanna, Läll, Kristi, Lam, Kelvin, Lawlor, Deborah A., Lee, Nanette R., Lemaitre, Rozenn N., Li, Honglan, Lin, Shih-Yi, Lindström, Jaana, Linneberg, Allan, Liu, Jianjun, Lorenzo, Carlos, Matsubara, Tatsuaki, Matsuda, Fumihiko, Mingrone, Geltrude, Mooijaart, Simon, Moon, Sanghoon, Nabika, Toru, Nadkarni, Girish N., Nadler, Jerry L., Nelis, Mari, Neville, Matt J., Norris, Jill M., Ohyagi, Yasumasa, Peters, Annette, Peyser, Patricia A., Polasek, Ozren, Qi, Qibin, Raven, Dennis, Reilly, Dermot F., Reiner, Alex, Rivideneira, Fernando, Roll, Kathryn, Rudan, Igor, Sabanayagam, Charumathi, Sandow, Kevin, Sattar, Naveed, Schürmann, Annette, Shi, Jinxiu, Stringham, Heather M., Taylor, Kent D., Teslovich, Tanya M., Thuesen, Betina, Timmers, Paul R.H.J., Tremoli, Elena, Tsai, Michael Y., Uitterlinden, Andre, van Dam, Rob M., van Heemst, Diana, van Hylckama Vlieg, Astrid, Van Vliet-Ostaptchouk, Jana V., Vangipurapu, Jagadish, Vestergaard, Henrik, Wang, Tao, Willems van Dijk, Ko, Zemunik, Tatijana, Abecasis, Goncalo R., Adair, Linda S., Aguilar-Salinas, Carlos Alberto, Alarcón-Riquelme, Marta E., An, Ping, Aviles-Santa, Larissa, Becker, Diane M., Beilin, Lawrence J., Bergmann, Sven, Bisgaard, Hans, Black, Corri, Boehnke, Michael, Boerwinkle, Eric, Böhm, Bernhard O., Bønnelykke, Klaus, Boomsma, D.I., Bottinger, Erwin P., Buchanan, Thomas A., Canouil, Mickaël, Caulfield, Mark J., Chambers, John C., Chasman, Daniel I., Ida Chen, Yii-Der, Cheng, Ching-Yu, Collins, Francis S., Correa, Adolfo, Cucca, Francesco, Janaka de Silva, H., Dedoussis, George, Elmståhl, Sölve, Evans, Michele K., Ferrannini, Ele, Ferrucci, Luigi, Florez, Jose C., Franks, Paul W., Frayling, Timothy M., Froguel, Philippe, Gigante, Bruna, Goodarzi, Mark O., Gordon-Larsen, Penny, Grallert, Harald, Grarup, Niels, Grimsgaard, Sameline, Groop, Leif, Gudnason, Vilmundur, Guo, Xiuqing, Hamsten, Anders, Hansen, Torben, Hayward, Caroline, Heckbert, Susan R., Horta, Bernardo L., Huang, Wei, Ingelsson, Erik, James, Pankow S., Jarvelin, Marjo-Ritta, Jonas, Jost B., Jukema, J. Wouter, Kaleebu, Pontiano, Kaplan, Robert, Kardia, Sharon L.R., Kato, Norihiro, Keinanen-Kiukaanniemi, Sirkka M., Kim, Bong-Jo, Kivimaki, Mika, Koistinen, Heikki A., Kooner, Jaspal S., Körner, Antje, Kovacs, Peter, Kuh, Diana, Kumari, Meena, Kutalik, Zoltan, Laakso, Markku, Lakka, Timo A., Launer, Lenore J., Leander, Karin, Li, Huaixing, Lin, Xu, Lind, Lars, Lindgren, Cecilia, Liu, Simin, Loos, Ruth J.F., Magnusson, Patrik K.E., Mahajan, Anubha, Metspalu, Andres, Mook-Kanamori, Dennis O., Mori, Trevor A., Munroe, Patricia B., Njølstad, Inger, O'Connell, Jeffrey R., Oldehinkel, Albertine J., Ong, Ken K., Padmanabhan, Sandosh, Palmer, Colin N.A., Palmer, Nicholette D., Pedersen, Oluf, Pennell, Craig E., Porteous, David J., Pramstaller, Peter P., Province, Michael A., Psaty, Bruce M., Qi, Lu, Raffel, Leslie J., Rauramaa, Rainer, Redline, Susan, Ridker, Paul M., Rosendaal, Frits R., Saaristo, Timo E., Sandhu, Manjinder, Saramies, Jouko, Schneiderman, Neil, Schwarz, Peter, Scott, Laura J., Selvin, Elizabeth, Sever, Peter, Shu, Xiao-Ou, Slagboom, P. Eline, Small, Kerrin S., Smith, Blair H., Snieder, Harold, Sofer, Tamar, Sørensen, Thorkild I.A., Spector, Tim D., Stanton, Alice, Steves, Claire J., Stumvoll, Michael, Sun, Liang, Tabara, Yasuharu, Tai, E. Shyong, Timpson, Nicholas J., Tönjes, Anke, Tuomilehto, Jaakko, Tusie, Teresa, Uusitupa, Matti, van der Harst, Pim, van Duijn, Cornelia, Vitart, Veronique, Vollenweider, Peter, Vrijkotte, Tanja G.M., Wagenknecht, Lynne E., Walker, Mark, Wang, Ya X., Wareham, Nick J., Watanabe, Richard M., Watkins, Hugh, Wei, Wen B., Wickremasinghe, Ananda R., Willemsen, Gonneke, Wilson, James F., Wong, Tien-Yin, Wu, Jer-Yuarn, Xiang, Anny H., Yanek, Lisa R., Yengo, Loïc, Yokota, Mitsuhiro, Zeggini, Eleftheria, Zheng, Wei, Zonderman, Alan B., Rotter, Jerome I., Gloyn, Anna L., McCarthy, Mark I., Dupuis, Josée, Meigs, James B., Scott, Robert A., Prokopenko, Inga, Leong, Aaron, Liu, Ching-Ti, Parker, Stephen C.J., Mohlke, Karen L., Langenberg, Claudia, Wheeler, Eleanor, Morris, Andrew P., Barroso, Inês, Stefanucci, Luca, Moslemi, Camous, Tomé, Ana R., Virtue, Samuel, Bidault, Guillaume, Gleadall, Nicholas S., Watson, Laura P.E., Kwa, Jing E., Burden, Frances, Farrow, Samantha, Võsa, Urmo, Burling, Keith, Walker, Lindsay, Ord, John, Barker, Peter, Warner, James, Frary, Amy, Renhstrom, Karola, Ashford, Sofie E., Piper, Jo, Biggs, Gail, Erber, Wendy N., Hoffman, Gary J., Schoenmakers, Nadia, Rieneck, Klaus, Dziegiel, Morten H., Azzu, Vian, Vacca, Michele, Aparicio, Hugo Javier, Hui, Qin, Cho, Kelly, Sun, Yan V., Wilson, Peter W., Bayraktar, Omer A., Vidal-Puig, Antonio, Ostrowski, Sisse R., Astle, William J., Olsson, Martin L., Storry, Jill R., Pedersen, Ole B., Ouwehand, Willem H., Chatterjee, Krishna, Vuckovic, Dragana, and Frontini, Mattia
Published: 2024
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12. Bone mineral density loci specific to the skull portray potential pleiotropic effects on craniosynostosis

Author: Medina-Gomez, Carolina, primary, Mullin, Benjamin H., additional, Chesi, Alessandra, additional, Prijatelj, Vid, additional, Kemp, John P., additional, Shochat-Carvalho, Chen, additional, Trajanoska, Katerina, additional, Wang, Carol, additional, Joro, Raimo, additional, Evans, Tavia E., additional, Schraut, Katharina E., additional, Li-Gao, Ruifang, additional, Ahluwalia, Tarunveer S., additional, Zillikens, M. Carola, additional, Zhu, Kun, additional, Mook-Kanamori, Dennis O., additional, Evans, Daniel S., additional, Nethander, Maria, additional, Knol, Maria J., additional, Thorleifsson, Gudmar, additional, Prokic, Ivana, additional, Zemel, Babette, additional, Broer, Linda, additional, McGuigan, Fiona E., additional, van Schoor, Natasja M., additional, Reppe, Sjur, additional, Pawlak, Mikolaj A., additional, Ralston, Stuart H., additional, van der Velde, Nathalie, additional, Lorentzon, Mattias, additional, Stefansson, Kari, additional, Adams, Hieab H. H., additional, Wilson, Scott G., additional, Ikram, M. Arfan, additional, Walsh, John P., additional, Lakka, Timo A., additional, Gautvik, Kaare M., additional, Wilson, James F., additional, Orwoll, Eric S., additional, van Duijn, Cornelia M., additional, Bønnelykke, Klaus, additional, Uitterlinden, Andre G., additional, Styrkársdóttir, Unnur, additional, Akesson, Kristina E., additional, Spector, Timothy D., additional, Tobias, Jonathan H., additional, Ohlsson, Claes, additional, Felix, Janine F., additional, Bisgaard, Hans, additional, Grant, Struan F. A., additional, Richards, J. Brent, additional, Evans, David M., additional, van der Eerden, Bram, additional, van de Peppel, Jeroen, additional, Ackert-Bicknell, Cheryl, additional, Karasik, David, additional, Kague, Erika, additional, and Rivadeneira, Fernando, additional
Published: 2023
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13. Novel Genetic Locus Influencing Retinal Venular Tortuosity Is Also Associated With Risk of Coronary Artery Disease

Author: Veluchamy, Abirami, Ballerini, Lucia, Vitart, Veronique, Schraut, Katharina E, Kirin, Mirna, Campbell, Harry, Joshi, Peter K, Relan, Devanjali, Harris, Sarah, Brown, Ellie, Vaidya, Suraj S, Dhillon, Baljean, Zhou, Kaixin, Pearson, Ewan R, Hayward, Caroline, Polasek, Ozren, Deary, Ian J, MacGillivray, Thomas, Wilson, James F, Trucco, Emanuele, Palmer, Colin N.A., and Doney, Alexander S.F.
Published: 2019
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14. Bone mineral density loci specific to the skull portray potential pleiotropic effects on craniosynostosis

Author: Medina-Gomez, Carolina, Mullin, Benjamin H., Chesi, Alessandra, Prijatelj, Vid, Kemp, John P., Shochat-Carvalho, Chen, Trajanoska, Katerina, Wang, Carol, Joro, Raimo, Evans, Tavia E., Schraut, Katharina E., Li-Gao, Ruifang, Ahluwalia, Tarunveer S., Zillikens, M. Carola, Zhu, Kun, Mook-Kanamori, Dennis O., Evans, Daniel S., Nethander, Maria, Knol, Maria J., Thorleifsson, Gudmar, Prokic, Ivana, Zemel, Babette, Broer, Linda, McGuigan, Fiona E., van Schoor, Natasja M., Reppe, Sjur, Pawlak, Mikolaj A., Ralston, Stuart H., van der Velde, Nathalie, Lorentzon, Mattias, Stefansson, Kari, Adams, Hieab H.H., Wilson, Scott G., Ikram, M. Arfan, Walsh, John P., Lakka, Timo A., Gautvik, Kaare M., Wilson, James F., Orwoll, Eric S., van Duijn, Cornelia M., Bønnelykke, Klaus, Uitterlinden, Andre G., Styrkársdóttir, Unnur, Akesson, Kristina E., Spector, Timothy D., Tobias, Jonathan H., Ohlsson, Claes, Felix, Janine F., Bisgaard, Hans, Grant, Struan F.A., Richards, J. Brent, Evans, David M., van der Eerden, Bram, van de Peppel, Jeroen, Ackert-Bicknell, Cheryl, Karasik, David, Kague, Erika, Rivadeneira, Fernando, Medina-Gomez, Carolina, Mullin, Benjamin H., Chesi, Alessandra, Prijatelj, Vid, Kemp, John P., Shochat-Carvalho, Chen, Trajanoska, Katerina, Wang, Carol, Joro, Raimo, Evans, Tavia E., Schraut, Katharina E., Li-Gao, Ruifang, Ahluwalia, Tarunveer S., Zillikens, M. Carola, Zhu, Kun, Mook-Kanamori, Dennis O., Evans, Daniel S., Nethander, Maria, Knol, Maria J., Thorleifsson, Gudmar, Prokic, Ivana, Zemel, Babette, Broer, Linda, McGuigan, Fiona E., van Schoor, Natasja M., Reppe, Sjur, Pawlak, Mikolaj A., Ralston, Stuart H., van der Velde, Nathalie, Lorentzon, Mattias, Stefansson, Kari, Adams, Hieab H.H., Wilson, Scott G., Ikram, M. Arfan, Walsh, John P., Lakka, Timo A., Gautvik, Kaare M., Wilson, James F., Orwoll, Eric S., van Duijn, Cornelia M., Bønnelykke, Klaus, Uitterlinden, Andre G., Styrkársdóttir, Unnur, Akesson, Kristina E., Spector, Timothy D., Tobias, Jonathan H., Ohlsson, Claes, Felix, Janine F., Bisgaard, Hans, Grant, Struan F.A., Richards, J. Brent, Evans, David M., van der Eerden, Bram, van de Peppel, Jeroen, Ackert-Bicknell, Cheryl, Karasik, David, Kague, Erika, and Rivadeneira, Fernando
Abstract: Skull bone mineral density (SK-BMD) provides a suitable trait for the discovery of key genes in bone biology, particularly to intramembranous ossification, not captured at other skeletal sites. We perform a genome-wide association meta-analysis (n ~ 43,800) of SK-BMD, identifying 59 loci, collectively explaining 12.5% of the trait variance. Association signals cluster within gene-sets involved in skeletal development and osteoporosis. Among the four novel loci (ZIC1, PRKAR1A, AZIN1/ATP6V1C1, GLRX3), there are factors implicated in intramembranous ossification and as we show, inherent to craniosynostosis processes. Functional follow-up in zebrafish confirms the importance of ZIC1 on cranial suture patterning. Likewise, we observe abnormal cranial bone initiation that culminates in ectopic sutures and reduced BMD in mosaic atp6v1c1 knockouts. Mosaic prkar1a knockouts present asymmetric bone growth and, conversely, elevated BMD. In light of this evidence linking SK-BMD loci to craniofacial abnormalities, our study provides new insight into the pathophysiology, diagnosis and treatment of skeletal diseases., Skull bone mineral density (SK-BMD) provides a suitable trait for the discovery of key genes in bone biology, particularly to intramembranous ossification, not captured at other skeletal sites. We perform a genome-wide association meta-analysis (n ~ 43,800) of SK-BMD, identifying 59 loci, collectively explaining 12.5% of the trait variance. Association signals cluster within gene-sets involved in skeletal development and osteoporosis. Among the four novel loci (ZIC1, PRKAR1A, AZIN1/ATP6V1C1, GLRX3), there are factors implicated in intramembranous ossification and as we show, inherent to craniosynostosis processes. Functional follow-up in zebrafish confirms the importance of ZIC1 on cranial suture patterning. Likewise, we observe abnormal cranial bone initiation that culminates in ectopic sutures and reduced BMD in mosaic atp6v1c1 knockouts. Mosaic prkar1a knockouts present asymmetric bone growth and, conversely, elevated BMD. In light of this evidence linking SK-BMD loci to craniofacial abnormalities, our study provides new insight into the pathophysiology, diagnosis and treatment of skeletal diseases.
Published: 2023

15. Polygenic prediction of educational attainment within and between families from genome-wide association analyses in 3 million individuals

Author: Okbay, Aysu, Wu, Yeda, Wang, Nancy, Jayashankar, Hariharan, Bennett, Michael, Nehzati, Seyed Moeen, Sidorenko, Julia, Kweon, Hyeokmoon, Goldman, Grant, Gjorgjieva, Tamara, Jiang, Yunxuan, Hicks, Barry, Tian, Chao, Hinds, David A., Ahlskog, Rafael, Magnusson, Patrik K. E., Oskarsson, Sven, Hayward, Caroline, Campbell, Archie, Porteous, David J., Freese, Jeremy, Herd, Pamela, Agee, Michelle, Alipanahi, Babak, Auton, Adam, Bell, Robert K., Bryc, Katarzyna, Elson, Sarah L., Fontanillas, Pierre, Furlotte, Nicholas A., Huber, Karen E., Kleinman, Aaron, Litterman, Nadia K., McCreight, Jennifer C., McIntyre, Matthew H., Mountain, Joanna L., Northover, Carrie A. M., Pitts, Steven J., Sathirapongsasuti, J. Fah, Sazonova, Olga V., Shelton, Janie F., Shringarpure, Suyash, Tung, Joyce Y., Vacic, Vladimir, Wilson, Catherine H., Fontana, Mark Alan, Pers, Tune H., Rietveld, Cornelius A., Chen, Guo-Bo, Emilsson, Valur, Meddens, S. Fleur W., Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, de Vlaming, Ronald, Abdellaoui, Abdel, Ahluwalia, Tarunveer S., Bacelis, Jonas, Baumbach, Clemens, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, Maria Pina, Derringer, Jaime, Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Karlsson, Robert, Lahti, Jari, van der Lee, Sven J., de Leeuw, Christiaan, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., van der Most, Peter J., Oldmeadow, Christopher, Payton, Antony, Pervjakova, Natalia, Peyrot, Wouter J., Qian, Yong, Raitakari, Olli, Rueedi, Rico, Salvi, Erika, Schmidt, Börge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., Pourcain, Beate St, Teumer, Alexander, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Westra, Harm-Jan, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bønnelykke, Klaus, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Panos, Demuth, Ilja, Ding, Jun, Eibich, Peter, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldórsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Joshi, Peter K., Jugessur, Astanand, Kaakinen, Marika A., Kähönen, Mika, Kanoni, Stavroula, Keltigangas-Järvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Kutalik, Zoltan, Latvala, Antti, Launer, Lenore J., Lebreton, Maël P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, Anu, Madden, Pamela A., Mägi, Reedik, Mäki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, Meddens, Gerardus A., McMahon, George, Meisinger, Christa, Meitinger, Thomas, Milaneschi, Yusplitri, Milani, Lili, Montgomery, Grant W., Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Räikkönen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, van Rooij, Frank J. A., Venturini, Cristina, Vinkhuyzen, Anna A. E., Völker, Uwe, Völzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johannes, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klaus, Bertram, Lars, Bisgaard, Hans, Boomsma, Dorret I., Borecki, Ingrid B., Bültmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, Ian J., Dedoussis, George V., van Duijn, Cornelia M., Eriksson, Johan G., Franke, Barbara, Franke, Lude, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-Jörgen, Gratten, Jacob, Groenen, Patrick J. F., Gudnason, Vilmundur, van der Harst, Pim, Hoffmann, Wolfgang, Hyppönen, Elina, Iacono, William G., Jacobsson, Bo, Järvelin, Marjo-Riitta, Jöckel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehtimäki, Terho, Lehrer, Steven F., Martin, Nicholas G., McGue, Matt, Metspalu, Andres, Pendleton, Neil, Penninx, Brenda W. J. H., Perola, Markus, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sørensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Uitterlinden, André G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Smith, George Davey, Hofman, Albert, Laibson, David I., Medland, Sarah E., Yang, Jian, Esko, Tõnu, Watson, Chelsea, Jala, Jonathan, Conley, Dalton, Koellinger, Philipp D., Johannesson, Magnus, Laibson, David, Meyer, Michelle N., Lee, James J., Kong, Augustine, Yengo, Loic, Cesarini, David, Turley, Patrick, Visscher, Peter M., Beauchamp, Jonathan P., Benjamin, Daniel J., Young, Alexander I., Economics, Tinbergen Institute, Amsterdam Neuroscience - Complex Trait Genetics, 23andMe Research Team [Member of the MPIB: Tian Liu], Social Science Genetic Association Consortium, Okbay, Aysu, Wu, Yeda, Wang, Nancy, Jayashankar, Hariharan, Bennett, Michael, Moeen Nehzati, Seyed, Sidorenko, Julia, Kweon, Hyeokmoon, Goldman, Grant, Gjorgjieva, Tamara, Jiang, Yunxuan, Hicks, Barry, Tian, Chao, Hinds, David A., Ahlskog, Rafael, Magnusson, Patrik K. E., Oskarsson, Sven, Hayward, Caroline, Campbell, Archie, Porteous, David J., Freese, Jeremy, Herd, Pamela, Agee, Michelle, Alipanahi, Babak, Auton, Adam, Bell, Robert K., Bryc, Katarzyna, Elson, Sarah L., Fontanillas, Pierre, Furlotte, Nicholas A., Huber, Karen E., Kleinman, Aaron, Litterman, Nadia K., Mccreight, Jennifer C., Mcintyre, Matthew H., Mountain, Joanna L., Northover, Carrie A. M., Pitts, Steven J., Fah Sathirapongsasuti, J., Sazonova, Olga V., Shelton, Janie F., Shringarpure, Suyash, Tung, Joyce Y., Vacic, Vladimir, Wilson, Catherine H., Alan Fontana, Mark, Pers, Tune H., Rietveld, Cornelius A., Chen, Guo-Bo, Emilsson, Valur, Meddens, S. Fleur W., Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, de Vlaming, Ronald, Abdellaoui, Abdel, Ahluwalia, Tarunveer S., Bacelis, Jona, Baumbach, Clemen, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, MARIA PINA, Derringer, Jaime, Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Karlsson, Robert, Lahti, Jari, van der Lee, Sven J., de Leeuw, Christiaan, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., van der Most, Peter J., Oldmeadow, Christopher, Payton, Antony, Pervjakova, Natalia, Peyrot, Wouter J., Qian, Yong, Raitakari, Olli, Rueedi, Rico, Salvi, Erika, Schmidt, B??rge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., St Pourcain, Beate, Teumer, Alexander, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Westra, Harm-Jan, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, B??nnelykke, Klau, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Pano, Demuth, Ilja, Ding, Jun, Eibich, Peter, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halld??rsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Joshi, Peter K., Jugessur, Astanand, Kaakinen, Marika A., K??h??nen, Mika, Kanoni, Stavroula, Keltigangas-J??rvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Kutalik, Zoltan, Latvala, Antti, Launer, Lenore J., Lebreton, Ma??l P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, Anu, Madden, Pamela A., M??gi, Reedik, M??ki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, Meddens, Gerardus A., Mcmahon, George, Meisinger, Christa, Meitinger, Thoma, Milaneschi, Yusplitri, Milani, Lili, Montgomery, Grant W., Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., R??ikk??nen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, van Rooij, Frank J. A., Venturini, Cristina, Vinkhuyzen, Anna A. E., V??lker, Uwe, V??lzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johanne, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klau, Bertram, Lar, Bisgaard, Han, Boomsma, Dorret I., Borecki, Ingrid B., B??ltmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, Ian J., Dedoussis, George V., van Duijn, Cornelia M., Eriksson, Johan G., Franke, Barbara, Franke, Lude, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-J??rgen, Gratten, Jacob, Groenen, Patrick J. F., Gudnason, Vilmundur, van der Harst, Pim, Hoffmann, Wolfgang, Hypp??nen, Elina, Iacono, William G., Jacobsson, Bo, J??rvelin, Marjo-Riitta, J??ckel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehtim??ki, Terho, Lehrer, Steven F., Martin, Nicholas G., Mcgue, Matt, Metspalu, Andre, Pendleton, Neil, Penninx, Brenda W. J. H., Perola, Marku, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, S??rensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Roy Thurik, A., Timpson, Nicholas J., Tiemeier, Henning, Uitterlinden, Andr?? G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Davey Smith, George, Hofman, Albert, Laibson, David I., Medland, Sarah E., Yang, Jian, Esko, T??nu, Watson, Chelsea, Jala, Jonathan, Conley, Dalton, Koellinger, Philipp D., Johannesson, Magnu, Laibson, David, Meyer, Michelle N., Lee, James J., Kong, Augustine, Yengo, Loic, Cesarini, David, Turley, Patrick, Visscher, Peter M., Beauchamp, Jonathan P., Benjamin, Daniel J., Young, Alexander I., VU University medical center, Psychiatry, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Human genetics, Amsterdam Neuroscience - Compulsivity, Impulsivity & Attention, APH - Mental Health, APH - Digital Health, Schmidt, Börge (Beitragende*r), Eisele, Lewin (Beitragende*r), Jöckel, Karl-Heinz (Beitragende*r), Life Course Epidemiology (LCE), Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), Groningen Research Institute for Asthma and COPD (GRIAC), Public Health Research (PHR), Stem Cell Aging Leukemia and Lymphoma (SALL), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Cardiovascular Centre (CVC), Adult Psychiatry, Applied Economics, Epidemiology, Cell biology, Econometrics, Erasmus School of Economics, Child and Adolescent Psychiatry / Psychology, Internal Medicine, Department of Public Health, Institute for Molecular Medicine Finland, Department of Psychology and Logopedics, Doctoral Programme in Human Behaviour, Doctoral Programme in Cognition, Learning, Instruction and Communication, Department of Diagnostics and Therapeutics, Doctoral Programme Brain & Mind, Doctoral Programme in Population Health, HUSLAB, Research Programs Unit, Centre of Excellence in Complex Disease Genetics, Aarno Palotie / Principal Investigator, Genomics of Neurological and Neuropsychiatric Disorders, Doctoral Programme in Integrative Life Science, Doctoral Programme in Clinical Research, Department of General Practice and Primary Health Care, Johan Eriksson / Principal Investigator, Doctoral Programme in Oral Sciences, Clinicum, and Doctoral Programme in Biomedicine
Subjects: Multifactorial Inheritance, Medizin, HUMAN COMPLEX TRAITS, COHORT PROFILE, BIOBANK, GENETICS, MODELS, HEALTH, LOCI, GWAS, Polymorphism, Single Nucleotide/genetics, genome-wide-significant single-nucleotide polymorphisms (SNPs), Polymorphism, Single Nucleotide, educational attainment, Genetics, Humans, 3111 Biomedicine, ddc:610, Medical Genetics, Multifactorial Inheritance/genetics, Medicinsk genetik, Genome-Wide Association Study
Abstract: We conduct a genome-wide association study (GWAS) of educational attainment (EA) in a sample of similar to 3 million individuals and identify 3,952 approximately uncorrelated genome-wide-significant single-nucleotide polymorphisms (SNPs). A genome-wide polygenic predictor, or polygenic index (PGI), explains 12-16% of EA variance and contributes to risk prediction for ten diseases. Direct effects (i.e., controlling for parental PGIs) explain roughly half the PGI's magnitude of association with EA and other phenotypes. The correlation between mate-pair PGIs is far too large to be consistent with phenotypic assortment alone, implying additional assortment on PGI-associated factors. In an additional GWAS of dominance deviations from the additive model, we identify no genome-wide-significant SNPs, and a separate X-chromosome additive GWAS identifies 57. Karl-Oskar Lindgren ingår i gruppen Social Science Genetic Association Consortium
Published: 2022
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16. Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences

Author: Karlsson Linnér, Richard, Biroli, Pietro, Kong, Edward, Meddens, S. Fleur W., Wedow, Robbee, Fontana, Mark Alan, Lebreton, Maël, Tino, Stephen P., Abdellaoui, Abdel, Hammerschlag, Anke R., Nivard, Michel G., Okbay, Aysu, Rietveld, Cornelius A., Timshel, Pascal N., Trzaskowski, Maciej, Vlaming, Ronald de, Zünd, Christian L., Bao, Yanchun, Buzdugan, Laura, Caplin, Ann H., Chen, Chia-Yen, Eibich, Peter, Fontanillas, Pierre, Gonzalez, Juan R., Joshi, Peter K., Karhunen, Ville, Kleinman, Aaron, Levin, Remy Z., Lill, Christina M., Meddens, Gerardus A., Muntané, Gerard, Sanchez-Roige, Sandra, Rooij, Frank J. van, Taskesen, Erdogan, Yang, Wu, Zhang, Futao, Agee, Michelle, Alipanahi, Babak, Bell, Robert K., Bryc, Katarzyna, Elson, Sarah L., Furlotte, Nicholas A., Huber, Karen E., Litterman, Nadia K., Mccreight, Jennifer C., Mcintyre, Matthew H., Mountain, Joanna L., Northover, Carrie A. M., Pitts, Steven J., Sathirapongsasuti, J. Fah, Sazonova, Olga V., Shelton, Janie F., Shringarpure, Suyash, Tian, Chao, Tung, Joyce Y., Vacic, Vladimir, Wilson, Catherine H., Agbessi, Mawussé, Ahsan, Habibul, Alves, Isabel, Andiappan, Anand, Awadalla, Philip, Battle, Alexis, Beutner, Frank, Jan Bonder, Marc, Boomsma, Dorret I., Christiansen, Mark, Claringbould, Annique, Deelen, Patrick, Esko, Tõnu, Favé, Marie-Julie, Franke, Lude, Frayling, Timothy, Gharib, Sina A., Gibson, Gregory, Heijmans, Bastiaan, Hemani, Gibran, Jansen, Rick, Kähönen, Mika, Kalnapenkis, Anette, Kasela, Silva, Kettunen, Johannes, Kim, Yungil, Kirsten, Holger, Kovacs, Peter, Krohn, Knut, Kronberg-Guzman, Jaanika, Kukushkina, Viktorija, Kutalik, Zoltan, Lee, Bernett, Lehtimäki, Terho, Loeffler, Markus, Marigorta, Urko M., Metspalu, Andres, Milani, Lili, Montgomery, Grant W., Müller-Nurasyid, Martina, Nauck, Matthias, Penninx, Brenda, Perola, Markus, Pervjakova, Natalia, Pierce, Brandon, Powell, Joseph, Prokisch, Holger, Psaty, Bruce M., Raitakari, Olli, Ring, Susan, Ripatti, Samuli, Rotzchke, Olaf, Rüeger, Sina, Saha, Ashis, Scholz, Markus, Schramm, Katharina, Seppälä, Ilkka, Stumvoll, Michael, Sullivan, Patrick, Hoen, Peter-Bram t, Teumer, Alexander, Thiery, Joachim, Tong, Lin, Tönjes, Anke, Dongen, Jenny van, Meurs, Joyce van, Verlouw, Joost, Visscher, Peter M., Völker, Uwe, Võsa, Urmo, Westra, Harm-Jan, Yaghootkar, Hanieh, Yang, Jian, Zeng, Biao, Beauchamp, Jonathan P., Lee, James J., Pers, Tune H., Turley, Patrick, Chen, Guo-Bo, Emilsson, Valur, Oskarsson, Sven, Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, de Vlaming, Ronald, Ahluwalia, Tarunveer S., Bacelis, Jonas, Baumbach, Clemens, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, Maria Pina, Derringer, Jaime, Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Karlsson, Robert, Kong, Augustine, Lahti, Jari, Lee, Sven J. van der, de Leeuw, Christiaan, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., Most, Peter J. van der, Oldmeadow, Christopher, Payton, Antony, Peyrot, Wouter J., Qian, Yong, Rueedi, Rico, Salvi, Erika, Schmidt, Börge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., Pourcain, Beate St, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bønnelykke, Klaus, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Panos, Demuth, Ilja, Ding, Jun, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldórsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Jugessur, Astanand, Kaakinen, Marika A., Kanoni, Stavroula, Keltigangas-Järvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Latvala, Antti, Launer, Lenore J., Lebreton, Maël P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, Anu, Madden, Pamela A., Mägi, Reedik, Mäki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, Mcmahon, George, Meisinger, Christa, Meitinger, Thomas, Milaneschi, Yusplitri, Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Porteous, David J., Räikkönen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, Venturini, Cristina, Vinkhuyzen, Anna A. E., Völzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johannes, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klaus, Bertram, Lars, Bisgaard, Hans, Borecki, Ingrid B, Bültmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, Ian J., Dedoussis, George V., Duijn, Cornelia M. van, Eriksson, Johan G., Franke, Barbara, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-Jörgen, Gratten, Jacob, Groenen, Patrick J. F., Gudnason, Vilmundur, Harst, Pim van der, Hayward, Caroline, Hinds, David A., Hoffmann, Wolfgang, Hyppönen, Elina, Iacono, William G., Jacobsson, Bo, Järvelin, Marjo-Riitta, Jöckel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehrer, Steven F., Magnusson, Patrik K. E., Martin, Nicholas G., Mcgue, Matt, Pendleton, Neil, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sørensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Uitterlinden, André G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Smith, George Davey, Hofman, Albert, Laibson, David I., Medland, Sarah E., Meyer, Michelle N., Johannesson, Magnus, Koellinger, Philipp D., Cesarini, David, Benjamin, Daniel J., Auton, Adam, Boardman, Jason D., Clark, David W., Conlin, Andrew, Dolan, Conor C., Fischbacher, Urs, Harris, Kathleen Mullan, Hasler, Gregor, Ikram, Mohammad A., Jain, Sonia, Kessler, Ronald C., Kooyman, Maarten, Mackillop, James, Männikkö, Minna, Morcillo-Suarez, Carlos, Mcqueen, Matthew B., Schmidt, Klaus M., Smart, Melissa C., Sutter, Matthias, White, Jon, Wit, Harriet de, Fehr, Ernst, Kumari, Meena, Laibson, David, Navarro, Arcadi, Palmer, Abraham A., Schunk, Daniel, Stein, Murray B., Svento, Rauli, Timmers, Paul R. H. J., Ursano, Robert J., Wagner, Gert G., Adult Psychiatry, APH - Mental Health, Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, Human genetics, Amsterdam Reproduction & Development (AR&D), APH - Digital Health, 23and Me Research Team, eQTLgen Consortium, International Cannabis Consortium, Economics, Biological Psychology, Complex Trait Genetics, APH - Methodology, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Tinbergen Institute, 23andme Research Team, Psychiatric Genomics Consortium, Social Science Genetic Association Consortium, Linner Richard Karlsson, Biroli P, Kong Edward, Meddens Fleur W., Wedow Robbee, Fontana Mark Alan, Lebreton Mael, Tino Stephen P., Abdellaoui Abdel, Hammerschlag Anke R., Nivard Michel G., Okbay Aysu, Rietveld Cornelius A., Timshel Pascal N., Trzaskowski Maciej, de Vlaming Ronald, Zund Christian L., Bao Yanchun, Buzdugan Laura, Caplin Ann H., Chen Chia-Yen, Eibich Peter, Fontanillas Pierre, Gonzalez Juan R., Joshi Peter K., Karhunen Ville, Kleinman Aaron, Levin Remy Z., Lill Christina M., Meddens Gerardus A., Muntane Gerard, Sanchez-Roige Sandra, van Rooij Frank J., Taskesen Erdogan, Wu Yang, Zhang Futao, Agee Michelle, Alipanahi Babak, Bell Robert K., Bryc Katarzyna, Elson Sarah L., Furlotte Nicholas A., Huber Karen E., Litterman Nadia K., McCreight Jennifer C., McIntyre Matthew H., Mountain Joanna L., Northover Carrie A. M., Pitts Steven J., Sathirapongsasuti J. Fah, Sazonova Olga V., Shelton Janie F., Shringarpure Suyash, Tian Chao, Tung Joyce Y., Vacic Vladimir, Wilson Catherine H., Agbessi Mawusse, Ahsan Habibul, Alves Isabel, Andiappan Anand, Awadalla Philip, Battle Alexi, Beutner Frank, Bonder Marc Jan, Boomsma Dorret I., Christiansen Mark, Claringbould Annique, Deelen Patrick, Esko Tonu, Fave Marie-Julie, Franke Lude, Frayling Timothy, Gharib Sina A., Gibson Gregory, Heijmans Bastiaan, Hemani Gibran, Jansen Rick, Kahonen Mika, Kalnapenkis Anette, Kasela Silva, Kettunen Johanne, Kim Yungil, Kirsten Holger, Kovacs Peter, Krohn Knut, Kronberg-Guzman Jaanika, Kukushkina Viktorija, Kutalik Zoltan, Lee Bernett, Lehtimaki Terho, Loeffler Marku, Marigorta Urko M., Metspalu Andre, Milani Lili, Montgomery Grant W., Mueller-Nurasyid Martina, Nauck Matthia, Penninx Brenda, Perola Marku, Pervjakova Natalia, Pierce Brandon, Powell Joseph, Prokisch Holger, Psaty Bruce M., Raitakari Olli, Ring Susan, Ripatti Samuli, Rotzchke Olaf, Rueger Sina, Saha Ashi, Scholz Marku, Schramm Katharina, Seppala Ilkka, Stumvoll Michael, Sullivan Patrick, Hoen Peter-Bramt, Teumer Alexander, Thiery Joachim, Tong Lin, Tonjes Anke, van Dongen Jenny, van Meurs Joyce, Verlouw Joost, Visscher Peter M., Voelker Uwe, Vosa Urmo, Westra Harm-Jan, Yaghootkar Hanieh, Yang Jian, Zeng Biao, Lee James J., Pers Tune H., Turley Patrick, Chen Guo-Bo, Emilsson Valur, Oskarsson Sven, Pickrell Joseph K., Thom Kevin, Timshel Pascal, Ahluwalia Tarunveer S., Bacelis Jona, Baumbach Clemen, Bjornsdottir Gyda, Brandsma Johannes H., Concas Maria Pina, Derringer Jaime, Galesloot Tessel E., Girotto Giorgia, Gupta Richa, Hall Leanne M., Harris Sarah E., Hofer Edith, Horikoshi Momoko, Huffman Jennifer E., Kaasik Kadri, Kalafati Ioanna P., Kong Augustine, Lahti Jari, van der Lee Sven J., de Leeuw Christiaan, Lind Penelope A., Lindgren Karl-Oskar, Liu Tian, Mangino Massimo, Marten Jonathan, Mihailov Evelin, Miller Michael B., van der Most Peter J., Oldmeadow Christopher, Payton Antony, Peyrot Wouter J., Qian Yong, Rueedi Rico, Salvi Erika, Schmidt Boerge, Schraut Katharina E., Shi Jianxin, Smith Albert V., Poot Raymond A., St Pourcain Beate, Thorleifsson Gudmar, Verweij Niek, Vuckovic Dragana, Wellmann Juergen, Yang Jingyun, Zhao Wei, Zhu Zhihong, Alizadeh Behrooz Z., Amin Najaf, Bakshi Andrew, Baumeister Sebastian E., Biino Ginevra, Bonnelykke Klau, Boyle Patricia A., Campbell Harry, Cappuccio Francesco P., Davies Gail, De Neve Jan-Emmanuel, Deloukas Pano, Demuth Ilja, Ding Jun, Eisele Lewin, Eklund Niina, Evans David M., Faul Jessica D., Feitosa Mary F., Forstner Andreas J., Gandin Ilaria, Gunnarsson Bjarni, Halldorsson Bjarni V., Harris Tamara B., Heath Andrew C., Hocking Lynne J., Holliday Elizabeth G., Homuth Georg, Horan Michael A., Hottenga Jouke-Jan, de Jager Philip L., Jugessur Astanand, Kaakinen Marika A., Kanoni Stavroula, Keltigangas-Jarvinen Liisa, Kiemeney Lambertus A. L. M., Kolcic Ivana, Koskinen Seppo, Kraja Aldi T., Kroh Martin, Latvala Antti, Launer Lenore J., Lebreton Mael P., Levinson Douglas F., Lichtenstein Paul, Lichtner Peter, Liewald David C. M., Loukola Anu, Madden Pamela A., Magi Reedik, Maki-Opas Tomi, Marioni Riccardo E., Marques-Vidal Pedro, McMahon George, Meisinger Christa, Meitinger Thoma, Milaneschi Yusplitri, Myhre Ronny, Nelson Christopher P., Nyholt Dale R., Ollier William E. R., Palotie Aarno, Paternoster Lavinia, Pedersen Nancy L., Petrovic Katja E., Porteous David J., Raikkonen Katri, Ring Susan M., Robino Antonietta, Rostapshova Olga, Rudan Igor, Rustichini Aldo, Salomaa Veikko, Sanders Alan R., Sarin Antti-Pekka, Schmidt Helena, Scott Rodney J., Smith Blair H., Smith Jennifer A., Staessen Jan A., Steinhagen-Thiessen Elisabeth, Strauch Konstantin, Terracciano Antonio, Tobin Martin D., Ulivi Sheila, Vaccargiu Simona, Quaye Lydia, Venturini Cristina, Vinkhuyzen Anna A. E., Voelzke Henry, Vonk Judith M., Vozzi Diego, Waage Johanne, Ware Erin B., Willemsen Gonneke, Attia John R., Bennett David A., Berger Klau, Bertram Lar, Bisgaard Han, Borecki Ingrid B., Bultmann Ute, Chabris Christopher F., Cucca Francesco, Cusi Daniele, Deary J., Dedoussis George V., van Duijn Cornelia M., Eriksson Johan G., Franke Barbara, Gasparini Paolo, Gejman Pablo V., Gieger Christian, Grabe Hans-Joergen, Gratten Jacob, Gudnason Vilmundur, van der Harst Pim, Hayward Caroline, Hinds David A., Hoffmann Wolfgang, Hypponen Elina, Iacono William G., Jacobsson Bo, Jarvelin Marjo-Riitta, Jockel Karl-Heinz, Kaprio Jaakko, Kardia Sharon L. R., Lehrer Steven F., Magnusson Patrik K. E., Martin Nicholas G., McGue Matt, Pendleton Neil, Pirastu Nicola, Pirastu Mario, Polasek Ozren, Posthuma Danielle, Power Christine, Province Michael A., Samani Nilesh J., Schlessinger David, Schmidt Reinhold, Sorensen Thorkild I. A., Spector Tim D., Stefansson Kari, Thorsteinsdottir Unnur, Thurik A. Roy, Timpson Nicholas J., Tiemeier Henning, Uitterlinden Andre G., Vitart Veronique, Vollenweider Peter, Weir David R., Wilson James F., Wright Alan F., Conley Dalton C., Krueger Robert F., Smith George Davey, Laibson David I., Medland Sarah E., Johannesson Magnu, Koellinger Philipp D., Cesarini David, Benjamin Daniel J., Auton Adam, Boardman Jason D., Clark David W., Conlin Andrew, Dolan Conor C., Fischbacher Ur, Groenen Patrick J. F., Harris Kathleen Mullan, Hasler Gregor, Hofman Albert, Ikram Mohammad A., Jain Sonia, Karlsson Robert, Kessler Ronald C., Kooyman Maarten, MacKillop Jame, Mannikko Minna, Morcillo-Suarez Carlo, McQueen Matthew B., Schmidt Klaus M., Smart Melissa C., Sutter Matthia, White Jon, de Wit Harriet, Fehr Ernst, Kumari Meena, Laibson David, Meyer Michelle N., Navarro Arcadi, Palmer Abraham A., Schunk Daniel, Stein Murray B., Svento Rauli, Timmers Paul R. H. J., Ursano Robert J., Wagner Gert G., Beauchamp Jonathan P., Karlsson Linnér, Richard, Biroli, Pietro, Kong, Edward, Meddens, S. Fleur W., Wedow, Robbee, Fontana, Mark Alan, Lebreton, Maël, Tino, Stephen P., Abdellaoui, Abdel, Hammerschlag, Anke R., Nivard, Michel G., Okbay, Aysu, Rietveld, Cornelius A., Timshel, Pascal N., Trzaskowski, Maciej, Vlaming, Ronald de, Zünd, Christian L., Bao, Yanchun, Buzdugan, Laura, Caplin, Ann H., Chen, Chia-Yen, Eibich, Peter, Fontanillas, Pierre, Gonzalez, Juan R., Joshi, Peter K., Karhunen, Ville, Kleinman, Aaron, Levin, Remy Z., Lill, Christina M., Meddens, Gerardus A., Muntané, Gerard, Sanchez-Roige, Sandra, Rooij, Frank J. van, Taskesen, Erdogan, Wu, Yang, Zhang, Futao, Agee, Michelle, Alipanahi, Babak, Bell, Robert K., Bryc, Katarzyna, Elson, Sarah L., Furlotte, Nicholas A., Huber, Karen E., Litterman, Nadia K., Mccreight, Jennifer C., Mcintyre, Matthew H., Mountain, Joanna L., Northover, Carrie A. M., Pitts, Steven J., Sathirapongsasuti, J. Fah, Sazonova, Olga V., Shelton, Janie F., Shringarpure, Suyash, Tian, Chao, Tung, Joyce Y., Vacic, Vladimir, Wilson, Catherine H., Agbessi, Mawussé, Ahsan, Habibul, Alves, Isabel, Andiappan, Anand, Awadalla, Philip, Battle, Alexi, Beutner, Frank, Jan Bonder, Marc, Boomsma, Dorret I., Christiansen, Mark, Claringbould, Annique, Deelen, Patrick, Esko, Tõnu, Favé, Marie-Julie, Franke, Lude, Frayling, Timothy, Gharib, Sina A., Gibson, Gregory, Heijmans, Bastiaan, Hemani, Gibran, Jansen, Rick, Kähönen, Mika, Kalnapenkis, Anette, Kasela, Silva, Kettunen, Johanne, Kim, Yungil, Kirsten, Holger, Kovacs, Peter, Krohn, Knut, Kronberg-Guzman, Jaanika, Kukushkina, Viktorija, Kutalik, Zoltan, Lee, Bernett, Lehtimäki, Terho, Loeffler, Marku, Marigorta, Urko M., Metspalu, Andre, Milani, Lili, Montgomery, Grant W., Müller-Nurasyid, Martina, Nauck, Matthia, Penninx, Brenda, Perola, Marku, Pervjakova, Natalia, Pierce, Brandon, Powell, Joseph, Prokisch, Holger, Psaty, Bruce M., Raitakari, Olli, Ring, Susan, Ripatti, Samuli, Rotzchke, Olaf, Rüeger, Sina, Saha, Ashi, Scholz, Marku, Schramm, Katharina, Seppälä, Ilkka, Stumvoll, Michael, Sullivan, Patrick, Hoen, Peter-Bram t, Teumer, Alexander, Thiery, Joachim, Tong, Lin, Tönjes, Anke, Dongen, Jenny van, Meurs, Joyce van, Verlouw, Joost, Visscher, Peter M., Völker, Uwe, Võsa, Urmo, Westra, Harm-Jan, Yaghootkar, Hanieh, Yang, Jian, Zeng, Biao, Beauchamp, Jonathan P., Lee, James J., Pers, Tune H., Turley, Patrick, Chen, Guo-Bo, Emilsson, Valur, Oskarsson, Sven, Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, de Vlaming, Ronald, Ahluwalia, Tarunveer S., Bacelis, Jona, Baumbach, Clemen, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, Maria Pina, Derringer, Jaime, Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Karlsson, Robert, Kong, Augustine, Lahti, Jari, Lee, Sven J. van der, de Leeuw, Christiaan, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., Most, Peter J. van der, Oldmeadow, Christopher, Payton, Antony, Peyrot, Wouter J., Qian, Yong, Rueedi, Rico, Salvi, Erika, Schmidt, Börge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., Pourcain, Beate St, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bønnelykke, Klau, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Pano, Demuth, Ilja, Ding, Jun, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldórsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Jugessur, Astanand, Kaakinen, Marika A., Kanoni, Stavroula, Keltigangas-Järvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Latvala, Antti, Launer, Lenore J., Lebreton, Maël P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, Anu, Madden, Pamela A., Mägi, Reedik, Mäki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, Mcmahon, George, Meisinger, Christa, Meitinger, Thoma, Milaneschi, Yusplitri, Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Porteous, David J., Räikkönen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, Venturini, Cristina, Vinkhuyzen, Anna A. E., Völzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johanne, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klau, Bertram, Lar, Bisgaard, Han, Borecki, Ingrid B, Bültmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, Ian J., Dedoussis, George V., Duijn, Cornelia M. van, Eriksson, Johan G., Franke, Barbara, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-Jörgen, Gratten, Jacob, Groenen, Patrick J. F., Gudnason, Vilmundur, Harst, Pim van der, Hayward, Caroline, Hinds, David A., Hoffmann, Wolfgang, Hyppönen, Elina, Iacono, William G., Jacobsson, Bo, Järvelin, Marjo-Riitta, Jöckel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehrer, Steven F., Magnusson, Patrik K. E., Martin, Nicholas G., Mcgue, Matt, Pendleton, Neil, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sørensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Uitterlinden, André G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Smith, George Davey, Hofman, Albert, Laibson, David I., Medland, Sarah E., Meyer, Michelle N., Johannesson, Magnu, Koellinger, Philipp D., Cesarini, David, Benjamin, Daniel J., Auton, Adam, Boardman, Jason D., Clark, David W., Conlin, Andrew, Dolan, Conor C., Fischbacher, Ur, Harris, Kathleen Mullan, Hasler, Gregor, Ikram, Mohammad A., Jain, Sonia, Kessler, Ronald C., Kooyman, Maarten, Mackillop, Jame, Männikkö, Minna, Morcillo-Suarez, Carlo, Mcqueen, Matthew B., Schmidt, Klaus M., Smart, Melissa C., Sutter, Matthia, White, Jon, Wit, Harriet de, Fehr, Ernst, Kumari, Meena, Laibson, David, Navarro, Arcadi, Palmer, Abraham A., Schunk, Daniel, Stein, Murray B., Svento, Rauli, Timmers, Paul R. H. J., Ursano, Robert J., Wagner, Gert G., Applied Economics, Hematology, Epidemiology, Urology, Department of Marketing Management, Internal Medicine, Medical Informatics, Cell biology, Erasmus MC other, Molecular Genetics, Econometrics, Child and Adolescent Psychiatry / Psychology, Radiology & Nuclear Medicine, Epidemiologie, RS: CARIM - R3.02 - Hypertension and target organ damage, RS: Carim - V02 Hypertension and target organ damage, Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Groningen Research Institute for Asthma and COPD (GRIAC), Public Health Research (PHR), Cardiovascular Centre (CVC), Life Course Epidemiology (LCE), Stem Cell Aging Leukemia and Lymphoma (SALL), Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), Linnér, Richard Karlsson, Biroli , Pietro, Meddens, S Fleur W, and Beauchamp, Jonathan P
Subjects: Netherlands Twin Register (NTR), Male, LD, Medizin, Poison control, Genome-wide association study, DETERMINANTS, Cathie Marsh Institute, PREFERENCES, Q1, Genome-wide association studies, HV, 0302 clinical medicine, Genetics, Behavioral/methods, GWAS, Genetics & Heredity, Genetics, 0303 health sciences, PERSONALITY, Genetic Predisposition to Disease/genetics, Behavior/physiology, Polymorphism, Single Nucleotide/genetics, 3. Good health, Manchester Institute for Collaborative Research on Ageing, Meta-analysis, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], Genetic Loci/genetics, Behavioural genetics, Genome-Wide Association Study/methods, Medical genetics, Female, Life Sciences & Biomedicine, Single Nucleotide/genetics, medicine.medical_specialty, ResearchInstitutes_Networks_Beacons/MICRA, Genotype, Single-nucleotide polymorphism, Genetics, Behavioral, Biology, Polymorphism, Single Nucleotide, Article, 03 medical and health sciences, All institutes and research themes of the Radboud University Medical Center, SDG 3 - Good Health and Well-being, ddc:330, medicine, GENDER-DIFFERENCES, SNP, Humans, Genetic Predisposition to Disease, Polymorphism, behavioural genetics, Behavioral/methods, 030304 developmental biology, Genetic association, Behavior, Science & Technology, Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], Data Science, Case-control study, risk tolerance, GWAS, genetic architechture, Genetic Loci, Case-Control Studies, genome-wide association studies, ResearchInstitutes_Networks_Beacons/cathie_marsh_institute, Nanomedicine Radboud Institute for Molecular Life Sciences [Radboudumc 19], 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: Humans vary substantially in their willingness to take risks. In a combined sample of over 1 million individuals, we conducted genome-wide association studies (GWAS) of general risk tolerance, adventurousness, and risky behaviors in the driving, drinking, smoking, and sexual domains. Across all GWAS, we identified hundreds of associated loci, including 99 loci associated with general risk tolerance. We report evidence of substantial shared genetic influences across risk tolerance and the risky behaviors: 46 of the 99 general risk tolerance loci contain a lead SNP for at least one of our other GWAS, and general risk tolerance is genetically correlated ([Formula: see text] ~ 0.25 to 0.50) with a range of risky behaviors. Bioinformatics analyses imply that genes near SNPs associated with general risk tolerance are highly expressed in brain tissues and point to a role for glutamatergic and GABAergic neurotransmission. We found no evidence of enrichment for genes previously hypothesized to relate to risk tolerance. This research was carried out under the auspices of the Social Science Genetic Association Consortium. The research was also conducted using the UK Biobank Resource under application number 11425. The study was supported by funding from the Ragnar Söderberg Foundation (E9/11 and E42/15); the Swedish Research Council (421-2013-1061); the Jan Wallander and Tom Hedelius Foundation; an ERC Consolidator Grant to Philipp Koellinger (647648 EdGe); the Pershing Square Fund of the Foundations of Human Behavior; the Open Philanthropy Project; the National Institute on Aging, National Institutes of Health through grants P01-AG005842, P01-AG005842-20S2, P30-AG012810, and T32-AG000186-23 to the National Bureau of Economic Research and R01-AG042568-02 to the University of Southern California; the government of Canada through Genome Canada and the Ontario Genomics Institute (OGI-152); and the Social Sciences and Humanities Research Council of Canada. We thank the International Cannabis Consortium, the eQTLgen Consortium, and the Psychiatric Genomics Consortium for sharing summary statistics from the GWAS of lifetime cannabis use, eQTL summary statistics, and summary statistics from the GWAS of ADHD, respectively. A full list of acknowledgments is provided in the Supplementary Note.
Published: 2019
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17. Genome Wide Association Metanalysis Of Skull Bone Mineral Density Identifies Loci Relevant For Osteoporosis And Craniosynostosis

Author: Medina-Gomez, Carolina, primary, Mullin, Benjamin H., additional, Chesi, Alessandra, additional, Prijatelj, Vid, additional, Kemp, John P., additional, Shochat-Carvalho, Chen, additional, Trajanoska, Katerina, additional, Wang, Carol, additional, Joro, Raimo, additional, Evans, Tavia E., additional, Schraut, Katharina E., additional, Li-Gao, Ruifang, additional, Ahluwalia, Tarunveer S., additional, Zillikens, M. Carola, additional, Zhu, Kun, additional, Mook-Kanamori, Dennis O., additional, Evans, Daniel S., additional, Nethander, Maria, additional, Knol, Maria J., additional, Thorleifsson, Gudmar, additional, Prokic, Ivana, additional, Zemel, Babette, additional, Broer, Linda, additional, van Schoor, Natasja, additional, Reppe, Sjur, additional, Pawlak, Mikolaj A., additional, Ralston, Stuart H., additional, van der Velde, Nathalie, additional, Lorentzon, Mattias, additional, Stefansson, Kari, additional, Adams, Hieab H.H., additional, Wilson, Scott G., additional, Ikram, M. Arfan, additional, Walsh, John P., additional, Lakka, Timo A., additional, Gautvik, Kaare M., additional, Wilson, James F, additional, Orwoll, Eric S., additional, van Duijn, Cornelia M., additional, Bønnelykke, Klaus, additional, Uitterlinden, Andre G., additional, Stykársdóttir, Unnur, additional, Spector, Timothy D., additional, Tobias, Jonathan H, additional, Ohlsson, Claes, additional, Felix, Janine F., additional, Bisgaard, Hans, additional, Grant, Struan F.A., additional, Richards, J. Brent, additional, Evans, David M., additional, van der Eerden, Bram, additional, van de Peppel, Jeroen, additional, Ackert-Bicknell, Cheryl, additional, Karasik, David, additional, Kague, Erika, additional, and Rivadeneira, Fernando, additional
Published: 2021
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18. Genetic insights into biological mechanisms governing human ovarian ageing

Author: Ruth, Katherine S, Day, Felix R, Hussain, Jazib, Martínez-Marchal, Ana, Aiken, Catherine E, Azad, Ajuna, Thompson, Deborah J, Knoblochova, Lucie, Abe, Hironori, Tarry-Adkins, Jane L, Gonzalez, Javier Martin, Fontanillas, Pierre, Claringbould, Annique, Bakker, Olivier B, Sulem, Patrick, Walters, Robin G, Terao, Chikashi, Turon, Sandra, Horikoshi, Momoko, Lin, Kuang, Onland-Moret, N Charlotte, Sankar, Aditya, Hertz, Emil Peter Thrane, Timshel, Pascal N, Shukla, Vallari, Borup, Rehannah, Olsen, Kristina W, Aguilera, Paula, Ferrer-Roda, Mònica, Huang, Yan, Stankovic, Stasa, Timmers, Paul R H J, Ahearn, Thomas U, Alizadeh, Behrooz Z, Naderi, Elnaz, Andrulis, Irene L, Arnold, Alice M, Aronson, Kristan J, Augustinsson, Annelie, Bandinelli, Stefania, Barbieri, Caterina M, Beaumont, Robin N, Becher, Heiko, Beckmann, Matthias W, Benonisdottir, Stefania, Bergmann, Sven, Bochud, Murielle, Boerwinkle, Eric, Bojesen, Stig E, Bolla, Manjeet K, Boomsma, Dorret I, Bowker, Nicholas, Brody, Jennifer A, Broer, Linda, Buring, Julie E, Campbell, Archie, Campbell, Harry, Castelao, Jose E, Catamo, Eulalia, Chanock, Stephen J, Chenevix-Trench, Georgia, Ciullo, Marina, Corre, Tanguy, Couch, Fergus J, Cox, Angela, Crisponi, Laura, Cross, Simon S, Cucca, Francesco, Czene, Kamila, Smith, George Davey, de Geus, Eco J C N, de Mutsert, Renée, De Vivo, Immaculata, Demerath, Ellen W, Dennis, Joe, Dunning, Alison M, Dwek, Miriam, Eriksson, Mikael, Esko, Tõnu, Fasching, Peter A, Faul, Jessica D, Ferrucci, Luigi, Franceschini, Nora, Frayling, Timothy M, Gago-Dominguez, Manuela, Mezzavilla, Massimo, García-Closas, Montserrat, Gieger, Christian, Giles, Graham G, Grallert, Harald, Gudbjartsson, Daniel F, Gudnason, Vilmundur, Guénel, Pascal, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hayward, Caroline, He, Chunyan, He, Wei, Heiss, Gerardo, Høffding, Miya K, Hopper, John L, Hottenga, Jouke J, Hu, Frank, Hunter, David, Ikram, Mohammad A, Jackson, Rebecca D, Joaquim, Micaella D R, John, Esther M, Joshi, Peter K, Karasik, David, Kardia, Sharon L R, Kartsonaki, Christiana, Karlsson, Robert, Kitahara, Cari M, Kolcic, Ivana, Kooperberg, Charles, Kraft, Peter, Kurian, Allison W, Kutalik, Zoltan, La Bianca, Martina, LaChance, Genevieve, Langenberg, Claudia, Launer, Lenore J, Laven, Joop S E, Lawlor, Deborah A, Le Marchand, Loic, Li, Jingmei, Lindblom, Annika, Lindstrom, Sara, Lindstrom, Tricia, Linet, Martha, Liu, YongMei, Liu, Simin, Luan, Jian'an, Mägi, Reedik, Magnusson, Patrik K E, Mangino, Massimo, Mannermaa, Arto, Marco, Brumat, Marten, Jonathan, Martin, Nicholas G, Mbarek, Hamdi, McKnight, Barbara, Medland, Sarah E, Meisinger, Christa, Meitinger, Thomas, Menni, Cristina, Metspalu, Andres, Milani, Lili, Milne, Roger L, Montgomery, Grant W, Mook-Kanamori, Dennis O, Mulas, Antonella, Mulligan, Anna M, Murray, Alison, Nalls, Mike A, Newman, Anne, Noordam, Raymond, Nutile, Teresa, Nyholt, Dale R, Olshan, Andrew F, Olsson, Håkan, Painter, Jodie N, Patel, Alpa V, Pedersen, Nancy L, Perjakova, Natalia, Peters, Annette, Peters, Ulrike, Pharoah, Paul D P, Polasek, Ozren, Porcu, Eleonora, Psaty, Bruce M, Rahman, Iffat, Rennert, Gad, Rennert, Hedy S, Ridker, Paul M, Ring, Susan M, Robino, Antonietta, Rose, Lynda M, Rosendaal, Frits R, Rossouw, Jacques, Rudan, Igor, Rueedi, Rico, Ruggiero, Daniela, Sala, Cinzia F, Saloustros, Emmanouil, Sandler, Dale P, Sanna, Serena, Sawyer, Elinor J, Sarnowski, Chloé, Schlessinger, David, Schmidt, Marjanka K, Schoemaker, Minouk J, Schraut, Katharina E, Scott, Christopher, Shekari, Saleh, Shrikhande, Amruta, Smith, Albert V, Smith, Blair H, Smith, Jennifer A, Sorice, Rossella, Southey, Melissa C, Spector, Tim D, Spinelli, John J, Stampfer, Meir, Stöckl, Doris, van Meurs, Joyce B J, Strauch, Konstantin, Styrkarsdottir, Unnur, Swerdlow, Anthony J, Tanaka, Toshiko, Teras, Lauren R, Teumer, Alexander, Þorsteinsdottir, Unnur, Timpson, Nicholas J, Toniolo, Daniela, Traglia, Michela, Troester, Melissa A, Truong, Thérèse, Tyrrell, Jessica, Uitterlinden, André G, Ulivi, Sheila, Vachon, Celine M, Vitart, Veronique, Völker, Uwe, Vollenweider, Peter, Völzke, Henry, Wang, Qin, Wareham, Nicholas J, Weinberg, Clarice R, Weir, David R, Wilcox, Amber N, van Dijk, Ko Willems, Willemsen, Gonneke, Wilson, James F, Wolffenbuttel, Bruce H R, Wolk, Alicja, Wood, Andrew R, Zhao, Wei, Zygmunt, Marek, Chen, Zhengming, Li, Liming, Franke, Lude, Burgess, Stephen, Deelen, Patrick, Pers, Tune H, Grøndahl, Marie Louise, Andersen, Claus Yding, Pujol, Anna, Ruth, Katherine S, Day, Felix R, Hussain, Jazib, Martínez-Marchal, Ana, Aiken, Catherine E, Azad, Ajuna, Thompson, Deborah J, Knoblochova, Lucie, Abe, Hironori, Tarry-Adkins, Jane L, Gonzalez, Javier Martin, Fontanillas, Pierre, Claringbould, Annique, Bakker, Olivier B, Sulem, Patrick, Walters, Robin G, Terao, Chikashi, Turon, Sandra, Horikoshi, Momoko, Lin, Kuang, Onland-Moret, N Charlotte, Sankar, Aditya, Hertz, Emil Peter Thrane, Timshel, Pascal N, Shukla, Vallari, Borup, Rehannah, Olsen, Kristina W, Aguilera, Paula, Ferrer-Roda, Mònica, Huang, Yan, Stankovic, Stasa, Timmers, Paul R H J, Ahearn, Thomas U, Alizadeh, Behrooz Z, Naderi, Elnaz, Andrulis, Irene L, Arnold, Alice M, Aronson, Kristan J, Augustinsson, Annelie, Bandinelli, Stefania, Barbieri, Caterina M, Beaumont, Robin N, Becher, Heiko, Beckmann, Matthias W, Benonisdottir, Stefania, Bergmann, Sven, Bochud, Murielle, Boerwinkle, Eric, Bojesen, Stig E, Bolla, Manjeet K, Boomsma, Dorret I, Bowker, Nicholas, Brody, Jennifer A, Broer, Linda, Buring, Julie E, Campbell, Archie, Campbell, Harry, Castelao, Jose E, Catamo, Eulalia, Chanock, Stephen J, Chenevix-Trench, Georgia, Ciullo, Marina, Corre, Tanguy, Couch, Fergus J, Cox, Angela, Crisponi, Laura, Cross, Simon S, Cucca, Francesco, Czene, Kamila, Smith, George Davey, de Geus, Eco J C N, de Mutsert, Renée, De Vivo, Immaculata, Demerath, Ellen W, Dennis, Joe, Dunning, Alison M, Dwek, Miriam, Eriksson, Mikael, Esko, Tõnu, Fasching, Peter A, Faul, Jessica D, Ferrucci, Luigi, Franceschini, Nora, Frayling, Timothy M, Gago-Dominguez, Manuela, Mezzavilla, Massimo, García-Closas, Montserrat, Gieger, Christian, Giles, Graham G, Grallert, Harald, Gudbjartsson, Daniel F, Gudnason, Vilmundur, Guénel, Pascal, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hayward, Caroline, He, Chunyan, He, Wei, Heiss, Gerardo, Høffding, Miya K, Hopper, John L, Hottenga, Jouke J, Hu, Frank, Hunter, David, Ikram, Mohammad A, Jackson, Rebecca D, Joaquim, Micaella D R, John, Esther M, Joshi, Peter K, Karasik, David, Kardia, Sharon L R, Kartsonaki, Christiana, Karlsson, Robert, Kitahara, Cari M, Kolcic, Ivana, Kooperberg, Charles, Kraft, Peter, Kurian, Allison W, Kutalik, Zoltan, La Bianca, Martina, LaChance, Genevieve, Langenberg, Claudia, Launer, Lenore J, Laven, Joop S E, Lawlor, Deborah A, Le Marchand, Loic, Li, Jingmei, Lindblom, Annika, Lindstrom, Sara, Lindstrom, Tricia, Linet, Martha, Liu, YongMei, Liu, Simin, Luan, Jian'an, Mägi, Reedik, Magnusson, Patrik K E, Mangino, Massimo, Mannermaa, Arto, Marco, Brumat, Marten, Jonathan, Martin, Nicholas G, Mbarek, Hamdi, McKnight, Barbara, Medland, Sarah E, Meisinger, Christa, Meitinger, Thomas, Menni, Cristina, Metspalu, Andres, Milani, Lili, Milne, Roger L, Montgomery, Grant W, Mook-Kanamori, Dennis O, Mulas, Antonella, Mulligan, Anna M, Murray, Alison, Nalls, Mike A, Newman, Anne, Noordam, Raymond, Nutile, Teresa, Nyholt, Dale R, Olshan, Andrew F, Olsson, Håkan, Painter, Jodie N, Patel, Alpa V, Pedersen, Nancy L, Perjakova, Natalia, Peters, Annette, Peters, Ulrike, Pharoah, Paul D P, Polasek, Ozren, Porcu, Eleonora, Psaty, Bruce M, Rahman, Iffat, Rennert, Gad, Rennert, Hedy S, Ridker, Paul M, Ring, Susan M, Robino, Antonietta, Rose, Lynda M, Rosendaal, Frits R, Rossouw, Jacques, Rudan, Igor, Rueedi, Rico, Ruggiero, Daniela, Sala, Cinzia F, Saloustros, Emmanouil, Sandler, Dale P, Sanna, Serena, Sawyer, Elinor J, Sarnowski, Chloé, Schlessinger, David, Schmidt, Marjanka K, Schoemaker, Minouk J, Schraut, Katharina E, Scott, Christopher, Shekari, Saleh, Shrikhande, Amruta, Smith, Albert V, Smith, Blair H, Smith, Jennifer A, Sorice, Rossella, Southey, Melissa C, Spector, Tim D, Spinelli, John J, Stampfer, Meir, Stöckl, Doris, van Meurs, Joyce B J, Strauch, Konstantin, Styrkarsdottir, Unnur, Swerdlow, Anthony J, Tanaka, Toshiko, Teras, Lauren R, Teumer, Alexander, Þorsteinsdottir, Unnur, Timpson, Nicholas J, Toniolo, Daniela, Traglia, Michela, Troester, Melissa A, Truong, Thérèse, Tyrrell, Jessica, Uitterlinden, André G, Ulivi, Sheila, Vachon, Celine M, Vitart, Veronique, Völker, Uwe, Vollenweider, Peter, Völzke, Henry, Wang, Qin, Wareham, Nicholas J, Weinberg, Clarice R, Weir, David R, Wilcox, Amber N, van Dijk, Ko Willems, Willemsen, Gonneke, Wilson, James F, Wolffenbuttel, Bruce H R, Wolk, Alicja, Wood, Andrew R, Zhao, Wei, Zygmunt, Marek, Chen, Zhengming, Li, Liming, Franke, Lude, Burgess, Stephen, Deelen, Patrick, Pers, Tune H, Grøndahl, Marie Louise, Andersen, Claus Yding, and Pujol, Anna
Abstract: Reproductive longevity is essential for fertility and influences healthy ageing in women1,2, but insights into its underlying biological mechanisms and treatments to preserve it are limited. Here we identify 290 genetic determinants of ovarian ageing, assessed using normal variation in age at natural menopause (ANM) in about 200,000 women of European ancestry. These common alleles were associated with clinical extremes of ANM; women in the top 1% of genetic susceptibility have an equivalent risk of premature ovarian insufficiency to those carrying monogenic FMR1 premutations3. The identified loci implicate a broad range of DNA damage response (DDR) processes and include loss-of-function variants in key DDR-associated genes. Integration with experimental models demonstrates that these DDR processes act across the life-course to shape the ovarian reserve and its rate of depletion. Furthermore, we demonstrate that experimental manipulation of DDR pathways highlighted by human genetics increases fertility and extends reproductive life in mice. Causal inference analyses using the identified genetic variants indicate that extending reproductive life in women improves bone health and reduces risk of type 2 diabetes, but increases the risk of hormone-sensitive cancers. These findings provide insight into the mechanisms that govern ovarian ageing, when they act, and how they might be targeted by therapeutic approaches to extend fertility and prevent disease.
Published: 2021

19. The trans-ancestral genomic architecture of glycemic traits

Author: Chen, Ji, Spracklen, Cassandra N., Marenne, Gaëlle, Varshney, Arushi, Corbin, Laura J., Luan, Jian'an, Willems, Sara M., Wu, Ying, Zhang, Xiaoshuai, Horikoshi, Momoko, Boutin, Thibaud S., Mägi, Reedik, Waage, Johannes, Li-Gao, Ruifang, Chan, Kei Hang Katie, Yao, Jie, Anasanti, Mila D., Chu, Audrey Y., Claringbould, Annique, Heikkinen, Jani, Hong, Jaeyoung, Hottenga, Jouke-Jan, Huo, Shaofeng, Kaakinen, Marika A., Louie, Tin, März, Winfried, Moreno-Macias, Hortensia, Ndungu, Anne, Nelson, Sarah C., Nolte, Ilja M., North, Kari E., Raulerson, Chelsea K., Ray, Debashree, Rohde, Rebecca, Rybin, Denis, Schurmann, Claudia, Sim, Xueling, Southam, Lorraine, Stewart, Isobel D., Wang, Carol A., Wang, Yujie, Wu, Peitao, Zhang, Weihua, Ahluwalia, Tarunveer S., Appel, Emil V R, Bielak, Lawrence F., Brody, Jennifer A., Burtt, Noël P, Cabrera, Claudia P., Cade, Brian E., Chai, Jin Fang, Chai, Xiaoran, Chang, Li-Ching, Chen, Chien-Hsiun, Chen, Brian H., Chitrala, Kumaraswamy Naidu, Chiu, Yen-Feng, de Haan, Hugoline G., Delgado, Graciela E., Demirkan, Ayse, Duan, Qing, Engmann, Jorgen, Fatumo, Segun A., Gayán, Javier, Giulianini, Franco, Gong, Jung Ho, Gustafsson, Stefan, Hai, Yang, Hartwig, Fernando P., He, Jing, Heianza, Yoriko, Huang, Tao, Huerta-Chagoya, Alicia, Hwang, Mi Yeong, Jensen, Richard A., Kawaguchi, Takahisa, Kentistou, Katherine A., Kim, Young Jin, Kleber, Marcus E., Kooner, Ishminder K., Lai, Shuiqing, Lange, Leslie A., Langefeld, Carl D., Lauzon, Marie, Li, Man, Ligthart, Symen, Liu, Jun, Loh, Marie, Long, Jirong, Lyssenko, Valeriya, Mangino, Massimo, Marzi, Carola, Montasser, May E., Nag, Abhishek, Nakatochi, Masahiro, Noce, Damia, Noordam, Raymond, Pistis, Giorgio, Preuss, Michael, Raffield, Laura, Rasmussen-Torvik, Laura J., Rich, Stephen S., Robertson, Neil R., Rueedi, Rico, Ryan, Kathleen, Sanna, Serena, Saxena, Richa, Schraut, Katharina E., Sennblad, Bengt, Setoh, Kazuya, Smith, Albert V., Sparsø, Thomas, Strawbridge, Rona J., Takeuchi, Fumihiko, Tan, Jingyi, Trompet, Stella, van den Akker, Erik, van der Most, Peter J., Verweij, Niek, Vogel, Mandy, Wang, Heming, Wang, Chaolong, Wang, Nan, Warren, Helen R., Wen, Wanqing, Wilsgaard, Tom, Wong, Andrew, Wood, Andrew R., Xie, Tian, Zafarmand, Mohammad Hadi, Zhao, Jing-Hua, Zhao, Wei, Amin, Najaf, Arzumanyan, Zorayr, Astrup, Arne, Bakker, Stephan J L, Baldassarre, Damiano, Beekman, Marian, Bergman, Richard N., Bertoni, Alain, Blüher, Matthias, Bonnycastle, Lori L., Bornstein, Stefan R., Bowden, Donald W., Cai, Qiuyin, Campbell, Archie, Campbell, Harry, Chang, Yi Cheng, de Geus, Eco J C, Dehghan, Abbas, Du, Shufa, Eiriksdottir, Gudny, Farmaki, Aliki Eleni, Frånberg, Mattias, Fuchsberger, Christian, Gao, Yutang, Gjesing, Anette P., Goel, Anuj, Han, Sohee, Hartman, Catharina A., Herder, Christian, Hicks, Andrew A., Hsieh, Chang-Hsun, Hsueh, Willa A., Ichihara, Sahoko, Igase, Michiya, Ikram, M Arfan, Johnson, W Craig, Jørgensen, Marit E., Joshi, Peter K., Kalyani, Rita R., Kandeel, Fouad R., Katsuya, Tomohiro, Khor, Chiea Chuen, Kiess, Wieland, Kolcic, Ivana, Kuulasmaa, Teemu, Kuusisto, Johanna, Läll, Kristi, Lam, Kelvin, Lawlor, Deborah A., Lee, Nanette R., Lemaitre, Rozenn N., Li, Honglan, Lin, Shih-Yi, Lindström, Jaana, Linneberg, Allan, Liu, Jianjun, Lorenzo, Carlos, Matsubara, Tatsuaki, Matsuda, Fumihiko, Mingrone, Geltrude, Mooijaart, Simon, Moon, Sanghoon, Nabika, Toru, Nadkarni, Girish N., Nadler, Jerry L., Nelis, Mari, Neville, Matt J., Norris, Jill M., Ohyagi, Yasumasa, Peters, Annette, Peyser, Patricia A., Polasek, Ozren, Qi, Qibin, Raven, Dennis, Reilly, Dermot F., Reiner, Alex, Rivideneira, Fernando, Roll, Kathryn, Rudan, Igor, Sabanayagam, Charumathi, Sandow, Kevin, Sattar, Naveed, Schürmann, Annette, Shi, Jinxiu, Stringham, Heather M., Taylor, Kent D., Teslovich, Tanya M., Thuesen, Betina, Timmers, Paul R H J, Tremoli, Elena, Tsai, Michael Y., Uitterlinden, Andre, van Dam, Rob M., van Heemst, Diana, van Hylckama Vlieg, Astrid, van Vliet-Ostaptchouk, Jana V., Vangipurapu, Jagadish, Vestergaard, Henrik, Wang, Tao, Willems van Dijk, Ko, Zemunik, Tatijana, Abecasis, Gonçalo R, Adair, Linda S., Aguilar-Salinas, Carlos Alberto, Alarcón-Riquelme, Marta E., An, Ping, Aviles-Santa, Larissa, Becker, Diane M., Beilin, Lawrence J., Bergmann, Sven, Bisgaard, Hans, Black, Corri, Boehnke, Michael, Boerwinkle, Eric, Böhm, Bernhard O., Bønnelykke, Klaus, Boomsma, D.I., Bottinger, Erwin P., Buchanan, Thomas A., Canouil, Mickaël, Caulfield, Mark J., Chambers, John C., Chasman, Daniel I., Chen, Yii-Der Ida, Cheng, Ching-Yu, Collins, Francis S., Correa, Adolfo, Cucca, Francesco, de Silva, H Janaka, Dedoussis, George, Elmståhl, Sölve, Evans, Michele K., Ferrannini, Ele, Ferrucci, Luigi, Florez, Jose C., Franks, Paul W., Frayling, Timothy M., Froguel, Philippe, Gigante, Bruna, Goodarzi, Mark O., Gordon-Larsen, Penny, Grallert, Harald, Grarup, Niels, Grimsgaard, Sameline, Groop, Leif, Gudnason, Vilmundur, Guo, Xiuqing, Hamsten, Anders, Hansen, Torben, Hayward, Caroline, Heckbert, Susan R., Horta, Bernardo L., Huang, Wei, Ingelsson, Erik, James, Pankow S., Jarvelin, Marjo-Ritta, Jonas, Jost B., Jukema, J Wouter, Kaleebu, Pontiano, Kaplan, Robert, Kardia, Sharon L R, Kato, Norihiro, Keinanen-Kiukaanniemi, Sirkka M., Kim, Bong-Jo, Kivimaki, Mika, Koistinen, Heikki A., Kooner, Jaspal S., Körner, Antje, Kovacs, Peter, Kuh, Diana, Kumari, Meena, Kutalik, Zoltan, Laakso, Markku, Lakka, Timo A., Launer, Lenore J., Leander, Karin, Li, Huaixing, Lin, Xu, Lind, Lars, Lindgren, Cecilia, Liu, Simin, Loos, Ruth J F, Magnusson, Patrik K E, Mahajan, Anubha, Metspalu, Andres, Mook-Kanamori, Dennis O., Mori, Trevor A., Munroe, Patricia B., Njølstad, Inger, O'Connell, Jeffrey R., Oldehinkel, Albertine J., Ong, Ken K., Padmanabhan, Sandosh, Palmer, Colin N A, Palmer, Nicholette D., Pedersen, Oluf, Pennell, Craig E., Porteous, David J., Pramstaller, Peter P., Province, Michael A., Psaty, Bruce M., Qi, Lu, Raffel, Leslie J., 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Florez, Jose C., Franks, Paul W., Frayling, Timothy M., Froguel, Philippe, Gigante, Bruna, Goodarzi, Mark O., Gordon-Larsen, Penny, Grallert, Harald, Grarup, Niels, Grimsgaard, Sameline, Groop, Leif, Gudnason, Vilmundur, Guo, Xiuqing, Hamsten, Anders, Hansen, Torben, Hayward, Caroline, Heckbert, Susan R., Horta, Bernardo L., Huang, Wei, Ingelsson, Erik, James, Pankow S., Jarvelin, Marjo-Ritta, Jonas, Jost B., Jukema, J Wouter, Kaleebu, Pontiano, Kaplan, Robert, Kardia, Sharon L R, Kato, Norihiro, Keinanen-Kiukaanniemi, Sirkka M., Kim, Bong-Jo, Kivimaki, Mika, Koistinen, Heikki A., Kooner, Jaspal S., Körner, Antje, Kovacs, Peter, Kuh, Diana, Kumari, Meena, Kutalik, Zoltan, Laakso, Markku, Lakka, Timo A., Launer, Lenore J., Leander, Karin, Li, Huaixing, Lin, Xu, Lind, Lars, Lindgren, Cecilia, Liu, Simin, Loos, Ruth J F, Magnusson, Patrik K E, Mahajan, Anubha, Metspalu, Andres, Mook-Kanamori, Dennis O., Mori, Trevor A., Munroe, Patricia B., Njølstad, Inger, O'Connell, Jeffrey R., 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Abstract: Glycemic traits are used to diagnose and monitor type 2 diabetes and cardiometabolic health. To date, most genetic studies of glycemic traits have focused on individuals of European ancestry. Here we aggregated genome-wide association studies comprising up to 281,416 individuals without diabetes (30% non-European ancestry) for whom fasting glucose, 2-h glucose after an oral glucose challenge, glycated hemoglobin and fasting insulin data were available. Trans-ancestry and single-ancestry meta-analyses identified 242 loci (99 novel; P < 5 × 10-8), 80% of which had no significant evidence of between-ancestry heterogeneity. Analyses restricted to individuals of European ancestry with equivalent sample size would have led to 24 fewer new loci. Compared with single-ancestry analyses, equivalent-sized trans-ancestry fine-mapping reduced the number of estimated variants in 99% credible sets by a median of 37.5%. Genomic-feature, gene-expression and gene-set analyses revealed distinct biological signatures for each trait, highlighting different underlying biological pathways. Our results increase our understanding of diabetes pathophysiology by using trans-ancestry studies for improved power and resolution.
Published: 2021
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20. Genetic insights into biological mechanisms governing human ovarian ageing

Author: Ruth, Katherine S., Day, Felix R., Hussain, Jazib, Martínez-Marchal, Ana, Aiken, Catherine E., Azad, Ajuna, Thompson, Deborah J., Knoblochova, Lucie, Abe, Hironori, Tarry-Adkins, Jane L., Martín-González, Javier, Fasching, Peter A., Faul, Jessica D., Ferrucci, Luigi, Franceschini, Nora, Frayling, Timothy M., Kitahara, Cari M., Gago-Dominguez, Manuela, Mezzavilla, Massimo, García-Closas, Montserrat, Sawyer, Elinor J., Grøndahl, Marie Louise, Gieger, Christian, Giles, Graham G., Grallert, Harald, Gudbjartsson, Daniel F., Gudnason, Vilmundur, Guénel, Pascal, Haiman, Christopher A., Kolcic, Ivana, Håkansson, Niclas, Hall, Per, Andersen, Claus Yding, Lin, Kuang, Hayward, Caroline, He, Chunyan, He, Wei, Heiss, Gerardo, Kooperberg, Charles, Kraft, Peter, Kurian, Allison W., Kutalik, Zoltan, Claringbould, Annique, Pujol, Anna, La Bianca, Martina, Høffding, Miya K., LaChance, Genevieve, Langenberg, Claudia, Launer, Lenore J., Laven, Joop S. E., Lawlor, Deborah A., Le Marchand, Loic, Li, Jingmei, Lindblom, Annika, López-Contreras, Andrés J., Lindstrom, Sara, Bakker, Olivier B., Sarnowski, Chloé, Lindstrom, Tricia, Linet, Martha, Liu, YongMei, Liu, Simin, Luan, Jian’an, Mägi, Reedik, Magnusson, Patrik K. E., Daniel, Jeremy A., Mangino, Massimo, Mannermaa, Arto, Marco, Brumat, Schlessinger, David, Sulem, Patrick, Marten, Jonathan, Martin, Nicholas G., Mbarek, Hamdi, McKnight, Barbara, Medland, Sarah E., Olsen, Kristina W., Meisinger, Christa, Meitinger, Thomas, Menni, Cristina, Metspalu, Andres, Marjanka K. Schmidt, Milani, Lili, Walters, Robin G., Milne, Roger L., Montgomery, Grant W., Mook-Kanamori, Dennis O., Stefansson, Kari, Mulas, Antonella, Mulligan, Anna M., Murray, Alison, Nalls, Mike A., Newman, Anne, Schoemaker, Minouk J., Noordam, Raymond, Nutile, Teresa, Terao, Chikashi, Nyholt, Dale R., Chang-Claude, Jenny, Olshan, Andrew F., Olsson, Håkan, Painter, Jodie N., Patel, Alpa V., Pedersen, Nancy L., Perjakova, Natalia, Schraut, Katharina E., Peters, Annette, Peters, Ulrike, Pharoah, Paul D. P., Schouw, Yvonne T. van der, Turon, Sandra, Polasek, Ozren, Porcu, Eleonora, Psaty, Bruce M., Rahman, Iffat, Rennert, Gad, Rennert, Hedy S., Scott, Christopher, Ridker, Paul M., Ring, Susan M., John, Esther M., Robino, Antonietta, Rose, Lynda M., Horikoshi, Momoko, Rosendaal, Frits R., Shekari, Saleh, Shrikhande, Amruta, Smith, Albert V., Smith, Blair H., Hopper, John L., Onland-Moret, N. 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R., Wolk, Alicja, Wood, Andrew R., Zhao, Wei, Shukla, Vallari, Zygmunt, Marek, Biobank-based Integrative Omics Study (BIOS) Consortium, Ozanne, Susan E., eQTLGen Consortium, The Biobank Japan Project, China Kadoorie Biobank Collaborative Group, Jackson, Rebecca D., KConFab Investigators, The LifeLines Cohort Study, The InterAct consortium, Me Research Team, Chen, Zhengming, Borup, Rehannah, Namekawa, Satoshi H., Li, Liming, Franke, Lude, Burgess, Stephen, Deelen, Patrick, Joaquim, Micaella D. R., Pers, Tune H., Solc, Petr, Aguilera, Paula, Murabito, Joanne M., Ong, Ken K., Rudan, Igor, Joshi, Peter K., Hoffmann, Eva R., Murray, Anna, Roig, Ignasi, Perry, John R. B., Ferrer-Roda, Mònica, Huang, Yan, Stankovic, Stasa, Timmers, Paul R. H. 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Charlotte, Rossouw, Jacques, Smith, Jennifer A., Sorice, Rossella, Southey, Melissa C., Spector, Tim D., Spinelli, John J., Stampfer, Meir, Stöckl, Doris, Meurs, Joyce B. J. van, Strauch, Konstantin, Hottenga, Jouke J., Lunetta, Kathryn L., Styrkarsdottir, Unnur, Sankar, Aditya, Swerdlow, Anthony J., Tanaka, Toshiko, Teras, Lauren R., Teumer, Alexander, Þorsteinsdottir, Unnur, Timpson, Nicholas J., Toniolo, Daniela, Traglia, Michela, Chasman, Daniel I., Hu, Frank, Troester, Melissa A., Truong, Thérèse, Thrane Hertz, Emil Peter, Tyrrell, Jessica, Uitterlinden, André G., Ulivi, Sheila, Vachon, Celine M., Vitart, Veronique, Völker, Uwe, Easton, Douglas F., Vollenweider, Peter, Hunter, David, Völzke, Henry, Wang, Qin, Wareham, Nicholas J., Timshel, Pascal N., Weinberg, Clarice R., Weir, David R., Amber N. Wilcox, Dijk, Ko Willems van, Visser, Jenny A., Willemsen, Gonneke, Wilson, James F., Ikram, Mohammad A., Wolffenbuttel, Bruce H. R., Wolk, Alicja, Wood, Andrew R., Zhao, Wei, Shukla, Vallari, Zygmunt, Marek, Biobank-based Integrative Omics Study (BIOS) Consortium, Ozanne, Susan E., eQTLGen Consortium, The Biobank Japan Project, China Kadoorie Biobank Collaborative Group, Jackson, Rebecca D., KConFab Investigators, The LifeLines Cohort Study, The InterAct consortium, Me Research Team, Chen, Zhengming, Borup, Rehannah, Namekawa, Satoshi H., Li, Liming, Franke, Lude, Burgess, Stephen, Deelen, Patrick, Joaquim, Micaella D. R., Pers, Tune H., Solc, Petr, Aguilera, Paula, Murabito, Joanne M., Ong, Ken K., Rudan, Igor, Joshi, Peter K., Hoffmann, Eva R., Murray, Anna, Roig, Ignasi, Perry, John R. B., Ferrer-Roda, Mònica, Huang, Yan, Stankovic, Stasa, Timmers, Paul R. H. J., Ahearn, Thomas U., Rueedi, Rico, Alizadeh, Behrooz Z., Fontanillas, Pierre, Naderi, Elnaz, Andrulis, Irene L., Arnold, Alice M., Aronson, Kristan J., Augustinsson, Annelie, Bandinelli, Stefania, Barbieri, Caterina M., Beaumont, Robin N., Ruggiero, Daniela, Becher, Heiko, Beckmann, Matthias W., Karasik, David, Benonisdottir, Stefania, Bergmann, Sven, Bochud, Murielle, Boerwinkle, Eric, Bojesen, Stig E., Bolla, Manjeet K., Boomsma, Dorret I., Sala, Cinzia F., Bowker, Nicholas, Brody, Jennifer A., Broer, Linda, Kardia, Sharon L. R., Buring, Julie E., Campbell, Archie, Campbell, Harry, Castelao, Jose E., Catamo, Eulalia, Chanock, Stephen J., Saloustros, Emmanouil, Chenevix-Trench, Georgia, Ciullo, Marina, Corre, Tanguy, Couch, Fergus J., Kartsonaki, Christiana, Cox, Angela, Crisponi, Laura, Cross, Simon S., Cucca, Francesco, Czene, Kamila, Sandler, Dale P., Smith, George Davey, Geus, Eco J. C. de, Mutsert, Renée de, De Vivo, Immaculata, Demerath, Ellen W., Karlsson, Robert, Dennis, Joe, Dunning, Alison M., Dwek, Miriam, Eriksson, Mikael, Sanna, Serena, and Esko, Tonu
Abstract: Reproductive longevity is essential for fertility and influences healthy ageing in women, but insights into its underlying biological mechanisms and treatments to preserve it are limited. Here we identify 290 genetic determinants of ovarian ageing, assessed using normal variation in age at natural menopause (ANM) in about 200,000 women of European ancestry. These common alleles were associated with clinical extremes of ANM; women in the top 1% of genetic susceptibility have an equivalent risk of premature ovarian insufficiency to those carrying monogenic FMR1 premutations. The identified loci implicate a broad range of DNA damage response (DDR) processes and include loss-of-function variants in key DDR-associated genes. Integration with experimental models demonstrates that these DDR processes act across the life-course to shape the ovarian reserve and its rate of depletion. Furthermore, we demonstrate that experimental manipulation of DDR pathways highlighted by human genetics increases fertility and extends reproductive life in mice. Causal inference analyses using the identified genetic variants indicate that extending reproductive life in women improves bone health and reduces risk of type 2 diabetes, but increases the risk of hormone-sensitive cancers. These findings provide insight into the mechanisms that govern ovarian ageing, when they act, and how they might be targeted by therapeutic approaches to extend fertility and prevent disease.
Published: 2021

21. A Multi-omics Study of Circulating Phospholipid Markers of Blood Pressure

Author: Liu, Jun, primary, de Vries, Paul S., additional, M., Fabiola Del Greco, additional, Johansson, Åsa, additional, Schraut, Katharina E., additional, Hayward, Caroline, additional, Dijk, Ko Willems van, additional, Franco, Oscar. H., additional, Hicks, Andrew A., additional, Vitart, Veronique, additional, Rudan, Igor, additional, Campbell, Harry, additional, Polašek, Ozren, additional, Pramstaller, Peter P., additional, Wilson, James F., additional, Gyllensten, Ulf, additional, Duijn, Cornelia M. van, additional, Dehghan, Abbas, additional, and Demirkan, Ayşe, additional
Published: 2021
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22. A multi-omics study of circulating phospholipid markers of blood pressure

Author: Liu, Jun, primary, de Vries, Paul S., additional, Greco M., Fabiola Del, additional, Johansson, Åsa, additional, Schraut, Katharina E., additional, Hayward, Caroline, additional, van Dijk, Ko Willems, additional, Franco, Oscar. H., additional, Hicks, Andrew A., additional, Vitart, Veronique, additional, Rudan, Igor, additional, Campbell, Harry, additional, Polašek, Ozren, additional, Pramstaller, Peter P., additional, Wilson, James F., additional, Gyllensten, Ulf, additional, van Duijn, Cornelia M., additional, Dehghan, Abbas, additional, and Demirkan, Ayşe, additional
Published: 2020
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23. The Trans-Ancestral Genomic Architecture of Glycaemic Traits

Author: Chen, Ji, primary, Spracklen, Cassandra N., additional, Marenne, Gaëlle, additional, Varshney, Arushi, additional, Corbin, Laura J, additional, Luan, Jian’an, additional, Willems, Sara, additional, Wu, Ying, additional, Zhang, Xiaoshuai, additional, Horikoshi, Momoko, additional, Boutin, Thibaud S, additional, Mägi, Reedik, additional, Waage, Johannes, additional, Pitsilides, Achilleas, additional, Li-Gao, Ruifang, additional, Hang, Kei, additional, Yao, Jie, additional, Anasanti, Mila D, additional, Chu, Audrey Y, additional, Claringbould, Annique, additional, Heikkinen, Jani, additional, Hong, Jaeyoung, additional, Hottenga, Jouke-Jan, additional, Huo, Shaofeng, additional, Kaakinen, Marika A., additional, Louie, Tin, additional, März, Winfried, additional, Moreno-Macias, Hortensia, additional, Ndungu, Anne, additional, Nelson, Sarah C., additional, Nolte, Ilja M., additional, North, Kari, additional, Raulerson, Chelsea K., additional, Ray, Debashree, additional, Rohde, Rebecca, additional, Rybin, Denis, additional, Schurmann, Claudia, additional, Sim, Xueling, additional, Southam, Loz, additional, Stewart, Isobel, additional, Wang, Carol A., additional, Wang, Yujie, additional, Wu, Peitao, additional, Zhang, Weihua, additional, Ahluwalia, Tarunveer S., additional, Appel, Emil VR, additional, Bielak, Lawrence F., additional, Brody, Jennifer A., additional, Burtt, Noel P, additional, Cabrera, Claudia P, additional, Cade, Brian E, additional, Chai, Jin Fang, additional, Chai, Xiaoran, additional, Chang, Li-Ching, additional, Chen, Chien-Hsiun, additional, Chen, Brian H, additional, Chitrala, Kumaraswamy N, additional, Chiu, Yen-Feng, additional, de Haan, Hugoline G., additional, Delgado, Graciela E, additional, Demirkan, Ayse, additional, Duan, Qing, additional, Engmann, Jorgen, additional, Fatumo, Segun A, additional, Gayán, Javier, additional, Giulianini, Franco, additional, Gong, Jung Ho, additional, Gustafsson, Stefan, additional, Hai, Yang, additional, Hartwig, Fernando P, additional, He, Jing, additional, Heianza, Yoriko, additional, Huang, Tao, additional, Huerta-Chagoya, Alicia, additional, Hwang, Mi Yeong, additional, Jensen, Richard A., additional, Kawaguchi, Takahisa, additional, Kentistou, Katherine A, additional, Kim, Young Jin, additional, Kleber, Marcus E, additional, Kooner, Ishminder K, additional, Lai, Shuiqing, additional, Lange, Leslie A, additional, Langefeld, Carl D, additional, Lauzon, Marie, additional, Li, Man, additional, Ligthart, Symen, additional, Liu, Jun, additional, Loh, Marie, additional, Long, Jirong, additional, Lyssenko, Valeriya, additional, Mangino, Massimo, additional, Marzi, Carola, additional, Montasser, May E, additional, Nag, Abhishek, additional, Nakatochi, Masahiro, additional, Noce, Damia, additional, Noordam, Raymond, additional, Pistis, Giorgio, additional, Preuss, Michael, additional, Raffield, Laura, additional, Rasmussen-Torvik, Laura J., additional, Rich, Stephen S, additional, Robertson, Neil R, additional, Rueedi, Rico, additional, Ryan, Kathleen, additional, Sanna, Serena, additional, Saxena, Richa, additional, Schraut, Katharina E, additional, Sennblad, Bengt, additional, Setoh, Kazuya, additional, Smith, Albert V, additional, Southam, Lorraine, additional, Sparsø, Thomas, additional, Strawbridge, Rona J, additional, Takeuchi, Fumihiko, additional, Tan, Jingyi, additional, Trompet, Stella, additional, van den Akker, Erik, additional, Van der Most, Peter J, additional, Verweij, Niek, additional, Vogel, Mandy, additional, Wang, Heming, additional, Wang, Chaolong, additional, Wang, Nan, additional, Warren, Helen R, additional, Wen, Wanqing, additional, Wilsgaard, Tom, additional, Wong, Andrew, additional, Wood, Andrew R, additional, Xie, Tian, additional, Zafarmand, Mohammad Hadi, additional, Zhao, Jing-Hua, additional, Zhao, Wei, additional, Amin, Najaf, additional, Arzumanyan, Zorayr, additional, Astrup, Arne, additional, Bakker, Stephan JL, additional, Baldassarre, Damiano, additional, Beekman, Marian, additional, Bergman, Richard N, additional, Bertoni, Alain, additional, Blüher, Matthias, additional, Bonnycastle, Lori L., additional, Bornstein, Stefan R, additional, Bowden, Donald W, additional, Cai, Qiuyin, additional, Campbell, Archie, additional, Campbell, Harry, additional, Chang, Yi Cheng, additional, de Geus, Eco J.C., additional, Dehghan, Abbas, additional, Du, Shufa, additional, Eiriksdottir, Gudny, additional, Farmaki, Aliki Eleni, additional, Frånberg, Mattias, additional, Fuchsberger, Christian, additional, Gao, Yutang, additional, Gjesing, Anette P, additional, Goel, Anuj, additional, Han, Sohee, additional, Hartman, Catharina A, additional, Herder, Christian, additional, Hicks, Andrew A., additional, Hsieh, Chang-Hsun, additional, Hsueh, Willa A., additional, Ichihara, Sahoko, additional, Igase, Michiya, additional, Ikram, M. Arfan, additional, Johnson, W. Craig, additional, Jørgensen, Marit E, additional, Joshi, Peter K, additional, Kalyani, Rita R, additional, Kandeel, Fouad R., additional, Katsuya, Tomohiro, additional, Khor, Chiea Chuen, additional, Kiess, Wieland, additional, Kolcic, Ivana, additional, Kuulasmaa, Teemu, additional, Kuusisto, Johanna, additional, Läll, Kristi, additional, Lam, Kelvin, additional, Lawlor, Deborah A, additional, Lee, Nanette R., additional, Lemaitre, Rozenn N., additional, Li, Honglan, additional, Study, Lifelines Cohort, additional, Lin, Shih-Yi, additional, Lindström, Jaana, additional, Linneberg, Allan, additional, Liu, Jianjun, additional, Lorenzo, Carlos, additional, Matsubara, Tatsuaki, additional, Matsuda, Fumihiko, additional, Mingrone, Geltrude, additional, Mooijaart, Simon, additional, Moon, Sanghoon, additional, Nabika, Toru, additional, Nadkarni, Girish N., additional, Nadler, Jerry L., additional, Nelis, Mari, additional, Neville, Matthew J, additional, Norris, Jill M, additional, Ohyagi, Yasumasa, additional, Peters, Annette, additional, Peyser, Patricia A., additional, Polasek, Ozren, additional, Qi, Qibin, additional, Raven, Dennis, additional, Reilly, Dermot F, additional, Reiner, Alex, additional, Rivideneira, Fernando, additional, Roll, Kathryn, additional, Rudan, Igor, additional, Sabanayagam, Charumathi, additional, Sandow, Kevin, additional, Sattar, Naveed, additional, Schürmann, Annette, additional, Shi, Jinxiu, additional, Stringham, Heather M, additional, Taylor, Kent D., additional, Teslovich, Tanya M., additional, Thuesen, Betina, additional, Timmers, Paul RHJ, additional, Tremoli, Elena, additional, Tsai, Michael Y, additional, Uitterlinden, Andre, additional, van Dam, Rob M, additional, van Heemst, Diana, additional, van Hylckama Vlieg, Astrid, additional, Van Vliet-Ostaptchouk, Jana V, additional, Vangipurapu, Jagadish, additional, Vestergaard, Henrik, additional, Wang, Tao, additional, van Dijk, Ko Willems, additional, Xiang, Yongbing, additional, Zemunik, Tatijana, additional, Abecasis, Goncalo R, additional, Adair, Linda S., additional, Aguilar-Salinas, Carlos Alberto, additional, Alarcón-Riquelme, Marta E, additional, An, Ping, additional, Aviles-Santa, Larissa, additional, Becker, Diane M, additional, Beilin, Lawrence J, additional, Bergmann, Sven, additional, Bisgaard, Hans, additional, Black, Corri, additional, Boehnke, Michael, additional, Boerwinkle, Eric, additional, Böhm, Bernhard O, additional, Bønnelykke, Klaus, additional, Boomsma, D I., additional, Bottinger, Erwin P., additional, Buchanan, Thomas A, additional, Canouil, Mickaël, additional, Caulfield, Mark J, additional, Chambers, John C., additional, Chasman, Daniel I., additional, Chen, Yii-Der Ida, additional, Cheng, Ching-Yu, additional, Collins, Francis S., additional, Correa, Adolfo, additional, Cucca, Francesco, additional, de Silva, H. Janaka, additional, Dedoussis, George, additional, Elmståhl, Sölve, additional, Evans, Michele K., additional, Ferranni, Ele, additional, Ferruci, Luigi, additional, Florez, Jose C, additional, Franks, Paul, additional, Frayling, Timothy M, additional, Froguel, Philippe, additional, Gigante, Bruna, additional, Goodarzi, Mark O., additional, Gordon-Larsen, Penny, additional, Grallert, Harald, additional, Grarup, Niels, additional, Grimsgaard, Sameline, additional, Groop, Leif, additional, Gudnason, Vilmundur, additional, Guo, Xiuqing, additional, Hamsten, Anders, additional, Hansen, Torben, additional, Hayward, Caroline, additional, Heckbert, Susan R., additional, Horta, Bernardo L, additional, Huang, Wei, additional, Ingelsson, Erik, additional, James, Pankow S, additional, Jonas, Jost B, additional, Jukema, J. Wouter, additional, Kaleebu, Pontiano, additional, Kaplan, Robert, additional, Kardia, Sharon L.R., additional, Kato, Norihiro, additional, Keinanen-Kiukaanniemi, Sirkka M., additional, Kim, Bong-Jo, additional, Kivimaki, Mika, additional, Koistinen, Heikki A., additional, Kooner, Jaspal S., additional, Körner, Antje, additional, Kovacs, Peter, additional, Kuh, Diana, additional, Kumari, Meena, additional, Kutalik, Zoltan, additional, Laakso, Markku, additional, Lakka, Timo A., additional, Launer, Lenore J, additional, Leander, Karin, additional, Li, Huaixing, additional, Lin, Xu, additional, Lind, Lars, additional, Lindgren, Cecilia, additional, Liu, Simin, additional, Loos, Ruth J.F., additional, Magnusson, Patrik, additional, Mahajan, Anubha, additional, Metspalu, Andres, additional, Mook-Kanamori, Dennis O, additional, Mori, Trevor A, additional, Munroe, Patricia B, additional, Njølstad, Inger, additional, O’Connell, Jeffrey R, additional, Oldehinkel, Albertine J, additional, Ong, Ken K, additional, Padmanabhan, Sandosh, additional, Palmer, Colin N.A., additional, Palmer, Nicholette D, additional, Pedersen, Oluf, additional, Pennell, Craig E, additional, Porteous, David J, additional, Pramstaller, Peter P., additional, Province, Michael A., additional, Psaty, Bruce M., additional, Qi, Lu, additional, Raffel, Leslie J., additional, Rauramaa, Rainer, additional, Redline, Susan, additional, Ridker, Paul M, additional, Rosendaal, Frits R., additional, Saaristo, Timo E., additional, Sandhu, Manjinder, additional, Saramies, Jouko, additional, Schneiderman, Neil, additional, Schwarz, Peter, additional, Scott, Laura J., additional, Selvin, Elizabeth, additional, Sever, Peter, additional, Shu, Xiao-ou, additional, Slagboom, P Eline, additional, Small, Kerrin S, additional, Smith, Blair H, additional, Snieder, Harold, additional, Sofer, Tamar, additional, Sørensen, Thorkild I.A., additional, Spector, Tim D, additional, Stanton, Alice, additional, Steves, Claire J, additional, Stumvoll, Michael, additional, Sun, Liang, additional, Tabara, Yasuharu, additional, Tai, E Shyong, additional, Timpson, Nicholas J, additional, Tönjes, Anke, additional, Tuomilehto, Jaakko, additional, Tusie, Teresa, additional, Uusitupa, Matti, additional, van der Harst, Pim, additional, van Duijn, Cornelia, additional, Vitart, Veronique, additional, Vollenweider, Peter, additional, Vrijkotte, Tanja GM, additional, Wagenknecht, Lynne E, additional, Walker, Mark, additional, Wang, Ya X, additional, Wareham, Nick J, additional, Watanabe, Richard M, additional, Watkins, Hugh, additional, Wei, Wen B, additional, Wickremasinghe, Ananda R, additional, Willemsen, Gonneke, additional, Wilson, James F, additional, Wong, Tien-Yin, additional, Wu, Jer-Yuarn, additional, Xiang, Anny H, additional, Yanek, Lisa R, additional, Yengo, Loïc, additional, Yokota, Mitsuhiro, additional, Zeggini, Eleftheria, additional, Zheng, Wei, additional, Zonderman, Alan B, additional, Rotter, Jerome I, additional, Gloyn, Anna L, additional, McCarthy, Mark I., additional, Dupuis, Josée, additional, Meigs, James B, additional, Scott, Robert, additional, Prokopenko, Inga, additional, Leong, Aaron, additional, Liu, Ching-Ti, additional, Parker, Stephen CJ, additional, Mohlke, Karen L., additional, Langenberg, Claudia, additional, Wheeler, Eleanor, additional, Morris, Andrew P., additional, and Barroso, Inês, additional
Published: 2020
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24. Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals

Author: Lee, James J., Wedow, Robbee, Okbay, Aysu, Kong, Edward, Maghzian, Omeed, Zacher, Meghan, Nguyen-Viet, Tuan Anh, Bowers, Peter, Sidorenko, Julia, Karlsson Linnér, Richard, Fontana, Mark Alan, Kundu, Tushar, Lee, Chanwook, Hui, Li, Ruoxi, Li, Royer, Rebecca, Timshel, Pascal N., Walters, Raymond K., Willoughby, Emily A., Yengo, Loïc, Agee, Michelle, Alipanahi, Babak, Auton, Adam, Bell, Robert K., Bryc, Katarzyna, Elson, Sarah L., Fontanillas, Pierre, Hinds, David A., Mccreight, Jennifer C., Huber, Karen E., Litterman, Nadia K., Mcintyre, Matthew H., Mountain, Joanna L., Noblin, Elizabeth S., Northover, Carrie A. M., Pitts, Steven J., Sathirapongsasuti, J. Fah, Sazonova, Olga V., Shelton, Janie F., Shringarpure, Suyash, Tian, Chao, Vacic, Vladimir, Wilson, Catherine H., Beauchamp, Jonathan P., Pers, Tune H., Rietveld, Cornelius A., Turley, Patrick, Chen, Guo-Bo, Emilsson, Valur, Meddens, S. Fleur W., Oskarsson, Sven, Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, Vlaming, Ronald de, Abdellaoui, Abdel, Ahluwalia, Tarunveer S., Bacelis, Jonas, Baumbach, Clemens, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, Maria Pina, Derringer, Jaime, Furlotte, Nicholas A., Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Karlsson, Robert, Kong, Augustine, Lahti, Jari, van der Lee, Sven J., Leeuw, Christiaan de, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., van der Most, Peter J., Oldmeadow, Christopher, Payton, Antony, Pervjakova, Natalia, Peyrot, Wouter J., Qian, Yong, Raitakari, Olli, Rueedi, Rico, Salvi, Erika, Schmidt, Börge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., St Pourcain, Beate, Teumer, Alexander, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Westra, Harm-Jan, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bønnelykke, Klaus, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Panos, Demuth, Ilja, Ding, Jun, Eibich, Peter, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldórsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Joshi, Peter K., Jugessur, Astanand, Kaakinen, Marika A., Kähönen, Mika, Kanoni, Stavroula, Keltigangas-Järvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Kutalik, Zoltan, Latvala, Antti, Launer, Lenore J., Lebreton, Maël P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, LifeLines Cohort Study, Anu, Madden, Pamela A., Mägi, Reedik, Mäki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, Meddens, Gerardus A., Mcmahon, George, Meisinger, Christa, Meitinger, Thomas, Milaneschi, Yusplitri, Milani, Lili, Montgomery, Grant W., Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Porteous, David J., Räikkönen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, van Rooij, Frank J. A., Venturini, Cristina, Vinkhuyzen, Anna A. E., Völker, Uwe, Völzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johannes, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klaus, Bertram, Lars, Bisgaard, Hans, Boomsma, Dorret I., Borecki, Ingrid B., Bültmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, Ian J., Dedoussis, George V., van Duijn, Cornelia M., Eriksson, Johan G., Franke, Barbara, Franke, Lude, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-Jörgen, Gratten, Jacob, Groenen, Patrick J. F., Gudnason, Vilmundur, van der Harst, Pim, Hayward, Caroline, Hoffmann, Wolfgang, Hyppönen, Elina, Iacono, William G., Jacobsson, Bo, Järvelin, Marjo-Riitta, Jöckel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehtimäki, Terho, Lehrer, Steven F., Magnusson, Patrik K. E., Martin, Nicholas G., Mcgue, Matt, Metspalu, Andres, Pendleton, Neil, Penninx, Brenda W. J. H., Perola, Markus, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sørensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Tung, Joyce Y., Uitterlinden, André G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Smith, George Davey, Hofman, Albert, Laibson, David I., Medland, Sarah E., Meyer, Michelle N., Yang, Jian, Johannesson, Magnus, Visscher, Peter M., Esko, Tõnu, Koellinger, Philipp D., Cesarini, David, Benjamin, Daniel J., Alver, Maris, Bao, Yanchun, Clark, David W., Day, Felix R., Kemper, Kathryn E., Kleinman, Aaron, Langenberg, Claudia, Trampush, Joey W., Verma, Shefali Setia, Yang, Wu, Lam, Max, Zhao, Jing Hua, Zheng, Zhili, Boardman, Jason D., Freese, Jeremy, Harris, Kathleen Mullan, Herd, Pamela, Kumari, Meena, Lencz, Todd, Luan, Jian’An, Malhotra, Anil K., Ong, Ken K., Perry, John R. B., Ritchie, Marylyn D., Smart, Melissa C., Wareham, Nicholas J., Robinson, Matthew R., Watson, Chelsea, Lee, James J, Wedow, Robbee, Okbay, Aysu, Kong, Edward, Hyppönen, Elina, Cesarini, David, 23andMe Research Team, COGENT (Cognitive Genomics Consortium), Social Science Genetic Association Consortium, LifeLines Cohort Study, Economics, Amsterdam Neuroscience - Complex Trait Genetics, Biological Psychology, APH - Personalized Medicine, APH - Health Behaviors & Chronic Diseases, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Mental Health, APH - Methodology, Complex Trait Genetics, Lee, James J., Maghzian, Omeed, Zacher, Meghan, Nguyen-Viet, Tuan Anh, Bowers, Peter, Sidorenko, Julia, Karlsson Linnér, Richard, Fontana, Mark Alan, Kundu, Tushar, Lee, Chanwook, Li, Hui, Li, Ruoxi, Royer, Rebecca, Timshel, Pascal N., Walters, Raymond K., Willoughby, Emily A., Yengo, Loïc, Agee, Michelle, Alipanahi, Babak, Auton, Adam, Bell, Robert K., Bryc, Katarzyna, Elson, Sarah L., Fontanillas, Pierre, Hinds, David A., Mccreight, Jennifer C., Huber, Karen E., Litterman, Nadia K., Mcintyre, Matthew H., Mountain, Joanna L., Noblin, Elizabeth S., Northover, Carrie A. M., Pitts, Steven J., Sathirapongsasuti, J. Fah, Sazonova, Olga V., Shelton, Janie F., Shringarpure, Suyash, Tian, Chao, Vacic, Vladimir, Wilson, Catherine H., Beauchamp, Jonathan P., Pers, Tune H., Rietveld, Cornelius A., Turley, Patrick, Chen, Guo-Bo, Emilsson, Valur, Meddens, S. Fleur W., Oskarsson, Sven, Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, Vlaming, Ronald de, Abdellaoui, Abdel, Ahluwalia, Tarunveer S., Bacelis, Jona, Baumbach, Clemen, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, Maria Pina, Derringer, Jaime, Furlotte, Nicholas A., Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Karlsson, Robert, Kong, Augustine, Lahti, Jari, van der Lee, Sven J., Leeuw, Christiaan de, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., van der Most, Peter J., Oldmeadow, Christopher, Payton, Antony, Pervjakova, Natalia, Peyrot, Wouter J., Qian, Yong, Raitakari, Olli, Rueedi, Rico, Salvi, Erika, Schmidt, Börge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., St Pourcain, Beate, Teumer, Alexander, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Westra, Harm-Jan, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bønnelykke, Klau, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Pano, Demuth, Ilja, Ding, Jun, Eibich, Peter, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldórsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Joshi, Peter K., Jugessur, Astanand, Kaakinen, Marika A., Kähönen, Mika, Kanoni, Stavroula, Keltigangas-Järvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Kutalik, Zoltan, Latvala, Antti, Launer, Lenore J., Lebreton, Maël P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, LifeLines Cohort, Study, Anu, Madden, Pamela A., Mägi, Reedik, Mäki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, Meddens, Gerardus A., Mcmahon, George, Meisinger, Christa, Meitinger, Thoma, Milaneschi, Yusplitri, Milani, Lili, Montgomery, Grant W., Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Porteous, David J., Räikkönen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, van Rooij, Frank J. A., Venturini, Cristina, Vinkhuyzen, Anna A. E., Völker, Uwe, Völzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johanne, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klau, Bertram, Lar, Bisgaard, Han, Boomsma, Dorret I., Borecki, Ingrid B., Bültmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, Ian J., Dedoussis, George V., van Duijn, Cornelia M., Eriksson, Johan G., Franke, Barbara, Franke, Lude, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-Jörgen, Gratten, Jacob, Groenen, Patrick J. F., Gudnason, Vilmundur, van der Harst, Pim, Hayward, Caroline, Hoffmann, Wolfgang, Iacono, William G., Jacobsson, Bo, Järvelin, Marjo-Riitta, Jöckel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehtimäki, Terho, Lehrer, Steven F., Magnusson, Patrik K. E., Martin, Nicholas G., Mcgue, Matt, Metspalu, Andre, Pendleton, Neil, Penninx, Brenda W. J. H., Perola, Marku, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sørensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Tung, Joyce Y., Uitterlinden, André G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Smith, George Davey, Hofman, Albert, Laibson, David I., Medland, Sarah E., Meyer, Michelle N., Yang, Jian, Johannesson, Magnu, Visscher, Peter M., Esko, Tõnu, Koellinger, Philipp D., Benjamin, Daniel J., Alver, Mari, Bao, Yanchun, Clark, David W., Day, Felix R., Kemper, Kathryn E., Kleinman, Aaron, Langenberg, Claudia, Trampush, Joey W., Verma, Shefali Setia, Wu, Yang, Lam, Max, Zhao, Jing Hua, Zheng, Zhili, Boardman, Jason D., Freese, Jeremy, Harris, Kathleen Mullan, Herd, Pamela, Kumari, Meena, Lencz, Todd, Luan, Jian’An, Malhotra, Anil K., Ong, Ken K., Perry, John R. B., Ritchie, Marylyn D., Smart, Melissa C., Wareham, Nicholas J., Robinson, Matthew R., Watson, Chelsea, Faculteit Medische Wetenschappen/UMCG, Life Course Epidemiology (LCE), Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Groningen Research Institute for Asthma and COPD (GRIAC), Department of Health and Life Sciences, Public Health Research (PHR), Stem Cell Aging Leukemia and Lymphoma (SALL), Cardiovascular Centre (CVC), Neurology, Psychiatry, Human genetics, Amsterdam Reproduction & Development (AR&D), APH - Digital Health, Medical Oncology, Applied Economics, Day, Felix [0000-0003-3789-7651], Langenberg, Claudia [0000-0002-5017-7344], Zhao, Jing Hua [0000-0003-4930-3582], Luan, Jian'an [0000-0003-3137-6337], Ong, Kenneth [0000-0003-4689-7530], Perry, John [0000-0001-6483-3771], Wareham, Nicholas [0000-0003-1422-2993], Apollo - University of Cambridge Repository, and Cappuccio, Francesco
Subjects: 0301 basic medicine, Male, Netherlands Twin Register (NTR), Multifactorial Inheritance, genetic association, LOCI, Medizin, Genome-wide association study, INTELLIGENCE, Cohort Studies, 0302 clinical medicine, GWAS, Genetics, Aged, 80 and over, Genome, HERITABILITY, HUMAN TRAITS, Middle Aged, HUMAN BRAIN, STATISTICS, 3. Good health, Phenotype, Meta-analysis, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], educational attainment, POPULATIONS, Educational Status, Female, genome-wide-significant SNPs, SDG 4 - Quality Education, Adult, Single-nucleotide polymorphism, Biology, Polymorphism, Single Nucleotide, Article, 03 medical and health sciences, SNP, Humans, QH426, Behavioural genetics, METAANALYSIS, Aged, Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], Sequence Analysis, DNA, Heritability, Educational attainment, polygenic prediction, 030104 developmental biology, Genome-Wide Association Study, MAPPING CAUSAL VARIANTS, 030217 neurology & neurosurgery
Abstract: Contains fulltext : 195595.pdf (Publisher’s version ) (Open Access) Here we conducted a large-scale genetic association analysis of educational attainment in a sample of approximately 1.1 million individuals and identify 1,271 independent genome-wide-significant SNPs. For the SNPs taken together, we found evidence of heterogeneous effects across environments. The SNPs implicate genes involved in brain-development processes and neuron-to-neuron communication. In a separate analysis of the X chromosome, we identify 10 independent genome-wide-significant SNPs and estimate a SNP heritability of around 0.3% in both men and women, consistent with partial dosage compensation. A joint (multi-phenotype) analysis of educational attainment and three related cognitive phenotypes generates polygenic scores that explain 11-13% of the variance in educational attainment and 7-10% of the variance in cognitive performance. This prediction accuracy substantially increases the utility of polygenic scores as tools in research.
Published: 2018
Full Text: View/download PDF

25. Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences

Author: Linner, Richard Karlsson, Biroli, Pietro, Kong, Edward, Meddens, Fleur W., Wedow, Robbee, Fontana, Mark Alan, Lebreton, Mael, Tino, Stephen P., Abdellaoui, Abdel, Hammerschlag, Anke R., Nivard, Michel G., Okbay, Aysu, Rietveld, Cornelius A., Timshel, Pascal N., Trzaskowski, Maciej, de Vlaming, Ronald, Zund, Christian L., Bao, Yanchun, Buzdugan, Laura, Caplin, Ann H., Chen, Chia-Yen, Eibich, Peter, Fontanillas, Pierre, Gonzalez, Juan R., Joshi, Peter K., Karhunen, Ville, Kleinman, Aaron, Levin, Remy Z., Lill, Christina M., Meddens, Gerardus A., Muntane, Gerard, Sanchez-Roige, Sandra, van Rooij, Frank J., Taskesen, Erdogan, Wu, Yang, Zhang, Futao, Agee, Michelle, Alipanahi, Babak, Bell, Robert K., Bryc, Katarzyna, Elson, Sarah L., Furlotte, Nicholas A., Huber, Karen E., Litterman, Nadia K., McCreight, Jennifer C., McIntyre, Matthew H., Mountain, Joanna L., Northover, Carrie A. M., Pitts, Steven J., Sathirapongsasuti, J. Fah, Sazonova, Olga V., Shelton, Janie F., Shringarpure, Suyash, Tian, Chao, Tung, Joyce Y., Vacic, Vladimir, Wilson, Catherine H., Agbessi, Mawusse, Ahsan, Habibul, Alves, Isabel, Andiappan, Anand, Awadalla, Philip, Battle, Alexis, Beutner, Frank, Bonder, Marc Jan, Boomsma, Dorret I., Christiansen, Mark, Claringbould, Annique, Deelen, Patrick, Esko, Tonu, Fave, Marie-Julie, Franke, Lude, Frayling, Timothy, Gharib, Sina A., Gibson, Gregory, Heijmans, Bastiaan, Hemani, Gibran, Jansen, Rick, Kahonen, Mika, Kalnapenkis, Anette, Kasela, Silva, Kettunen, Johannes, Kim, Yungil, Kirsten, Holger, Kovacs, Peter, Krohn, Knut, Kronberg-Guzman, Jaanika, Kukushkina, Viktorija, Kutalik, Zoltan, Lee, Bernett, Lehtimaki, Terho, Loeffler, Markus, Marigorta, Urko M., Metspalu, Andres, Milani, Lili, Montgomery, Grant W., Mueller-Nurasyid, Martina, Nauck, Matthias, Penninx, Brenda, Perola, Markus, Pervjakova, Natalia, Pierce, Brandon, Powell, Joseph, Prokisch, Holger, Psaty, Bruce M., Raitakari, Olli, Ring, Susan, Ripatti, Samuli, Rotzchke, Olaf, Rueger, Sina, Saha, Ashis, Scholz, Markus, Schramm, Katharina, Seppala, Ilkka, Stumvoll, Michael, Sullivan, Patrick, Hoen, Peter-Bramt, Teumer, Alexander, Thiery, Joachim, Tong, Lin, Tonjes, Anke, van Dongen, Jenny, van Meurs, Joyce, Verlouw, Joost, Visscher, Peter M., Voelker, Uwe, Vosa, Urmo, Westra, Harm-Jan, Yaghootkar, Hanieh, Yang, Jian, Zeng, Biao, Lee, James J., Pers, Tune H., Turley, Patrick, Chen, Guo-Bo, Emilsson, Valur, Oskarsson, Sven, Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, Ahluwalia, Tarunveer S., Bacelis, Jonas, Baumbach, Clemens, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, Maria Pina, Derringer, Jaime, Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Kong, Augustine, Lahti, Jari, van der Lee, Sven J., de Leeuw, Christiaan, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., van der Most, Peter J., Oldmeadow, Christopher, Payton, Antony, Peyrot, Wouter J., Qian, Yong, Rueedi, Rico, Salvi, Erika, Schmidt, Boerge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., St Pourcain, Beate, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bonnelykke, Klaus, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Panos, Demuth, Ilja, Ding, Jun, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldorsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Jugessur, Astanand, Kaakinen, Marika A., Kanoni, Stavroula, Keltigangas-Jarvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Latvala, Antti, Launer, Lenore J., Lebreton, Mael P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, Anu, Madden, Pamela A., Magi, Reedik, Maki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, McMahon, George, Meisinger, Christa, Meitinger, Thomas, Milaneschi, Yusplitri, Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Porteous, David J., Raikkonen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, Venturini, Cristina, Vinkhuyzen, Anna A. E., Voelzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johannes, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klaus, Bertram, Lars, Bisgaard, Hans, Borecki, Ingrid B., Bultmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, J., Dedoussis, George V., van Duijn, Cornelia M., Eriksson, Johan G., Franke, Barbara, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-Joergen, Gratten, Jacob, Gudnason, Vilmundur, van der Harst, Pim, Hayward, Caroline, Hinds, David A., Hoffmann, Wolfgang, Hypponen, Elina, Iacono, William G., Jacobsson, Bo, Jarvelin, Marjo-Riitta, Jockel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehrer, Steven F., Magnusson, Patrik K. E., Martin, Nicholas G., McGue, Matt, Pendleton, Neil, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sorensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Uitterlinden, Andre G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Smith, George Davey, Laibson, David I., Medland, Sarah E., Johannesson, Magnus, Koellinger, Philipp D., Cesarini, David, Benjamin, Daniel J., Auton, Adam, Boardman, Jason D., Clark, David W., Conlin, Andrew, Dolan, Conor C., Fischbacher, Urs, Groenen, Patrick J. F., Harris, Kathleen Mullan, Hasler, Gregor, Hofman, Albert, Ikram, Mohammad A., Jain, Sonia, Karlsson, Robert, Kessler, Ronald C., Kooyman, Maarten, MacKillop, James, Mannikko, Minna, Morcillo-Suarez, Carlos, McQueen, Matthew B., Schmidt, Klaus M., Smart, Melissa C., Sutter, Matthias, White, Jon, de Wit, Harriet, Fehr, Ernst, Kumari, Meena, Laibson, David, Meyer, Michelle N., Navarro, Arcadi, Palmer, Abraham A., Schunk, Daniel, Stein, Murray B., Svento, Rauli, Timmers, Paul R. H. J., Ursano, Robert J., Wagner, Gert G., Beauchamp, Jonathan P., Linner, Richard Karlsson, Biroli, Pietro, Kong, Edward, Meddens, Fleur W., Wedow, Robbee, Fontana, Mark Alan, Lebreton, Mael, Tino, Stephen P., Abdellaoui, Abdel, Hammerschlag, Anke R., Nivard, Michel G., Okbay, Aysu, Rietveld, Cornelius A., Timshel, Pascal N., Trzaskowski, Maciej, de Vlaming, Ronald, Zund, Christian L., Bao, Yanchun, Buzdugan, Laura, Caplin, Ann H., Chen, Chia-Yen, Eibich, Peter, Fontanillas, Pierre, Gonzalez, Juan R., Joshi, Peter K., Karhunen, Ville, Kleinman, Aaron, Levin, Remy Z., Lill, Christina M., Meddens, Gerardus A., Muntane, Gerard, Sanchez-Roige, Sandra, van Rooij, Frank J., Taskesen, Erdogan, Wu, Yang, Zhang, Futao, Agee, Michelle, Alipanahi, Babak, Bell, Robert K., Bryc, Katarzyna, Elson, Sarah L., Furlotte, Nicholas A., Huber, Karen E., Litterman, Nadia K., McCreight, Jennifer C., McIntyre, Matthew H., Mountain, Joanna L., Northover, Carrie A. M., Pitts, Steven J., Sathirapongsasuti, J. Fah, Sazonova, Olga V., Shelton, Janie F., Shringarpure, Suyash, Tian, Chao, Tung, Joyce Y., Vacic, Vladimir, Wilson, Catherine H., Agbessi, Mawusse, Ahsan, Habibul, Alves, Isabel, Andiappan, Anand, Awadalla, Philip, Battle, Alexis, Beutner, Frank, Bonder, Marc Jan, Boomsma, Dorret I., Christiansen, Mark, Claringbould, Annique, Deelen, Patrick, Esko, Tonu, Fave, Marie-Julie, Franke, Lude, Frayling, Timothy, Gharib, Sina A., Gibson, Gregory, Heijmans, Bastiaan, Hemani, Gibran, Jansen, Rick, Kahonen, Mika, Kalnapenkis, Anette, Kasela, Silva, Kettunen, Johannes, Kim, Yungil, Kirsten, Holger, Kovacs, Peter, Krohn, Knut, Kronberg-Guzman, Jaanika, Kukushkina, Viktorija, Kutalik, Zoltan, Lee, Bernett, Lehtimaki, Terho, Loeffler, Markus, Marigorta, Urko M., Metspalu, Andres, Milani, Lili, Montgomery, Grant W., Mueller-Nurasyid, Martina, Nauck, Matthias, Penninx, Brenda, Perola, Markus, Pervjakova, Natalia, Pierce, Brandon, Powell, Joseph, Prokisch, Holger, Psaty, Bruce M., Raitakari, Olli, Ring, Susan, Ripatti, Samuli, Rotzchke, Olaf, Rueger, Sina, Saha, Ashis, Scholz, Markus, Schramm, Katharina, Seppala, Ilkka, Stumvoll, Michael, Sullivan, Patrick, Hoen, Peter-Bramt, Teumer, Alexander, Thiery, Joachim, Tong, Lin, Tonjes, Anke, van Dongen, Jenny, van Meurs, Joyce, Verlouw, Joost, Visscher, Peter M., Voelker, Uwe, Vosa, Urmo, Westra, Harm-Jan, Yaghootkar, Hanieh, Yang, Jian, Zeng, Biao, Lee, James J., Pers, Tune H., Turley, Patrick, Chen, Guo-Bo, Emilsson, Valur, Oskarsson, Sven, Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, Ahluwalia, Tarunveer S., Bacelis, Jonas, Baumbach, Clemens, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, Maria Pina, Derringer, Jaime, Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Kong, Augustine, Lahti, Jari, van der Lee, Sven J., de Leeuw, Christiaan, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., van der Most, Peter J., Oldmeadow, Christopher, Payton, Antony, Peyrot, Wouter J., Qian, Yong, Rueedi, Rico, Salvi, Erika, Schmidt, Boerge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., St Pourcain, Beate, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bonnelykke, Klaus, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Panos, Demuth, Ilja, Ding, Jun, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldorsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Jugessur, Astanand, Kaakinen, Marika A., Kanoni, Stavroula, Keltigangas-Jarvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Latvala, Antti, Launer, Lenore J., Lebreton, Mael P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, Anu, Madden, Pamela A., Magi, Reedik, Maki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, McMahon, George, Meisinger, Christa, Meitinger, Thomas, Milaneschi, Yusplitri, Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Porteous, David J., Raikkonen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, Venturini, Cristina, Vinkhuyzen, Anna A. E., Voelzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johannes, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klaus, Bertram, Lars, Bisgaard, Hans, Borecki, Ingrid B., Bultmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, J., Dedoussis, George V., van Duijn, Cornelia M., Eriksson, Johan G., Franke, Barbara, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-Joergen, Gratten, Jacob, Gudnason, Vilmundur, van der Harst, Pim, Hayward, Caroline, Hinds, David A., Hoffmann, Wolfgang, Hypponen, Elina, Iacono, William G., Jacobsson, Bo, Jarvelin, Marjo-Riitta, Jockel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehrer, Steven F., Magnusson, Patrik K. E., Martin, Nicholas G., McGue, Matt, Pendleton, Neil, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sorensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Uitterlinden, Andre G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Smith, George Davey, Laibson, David I., Medland, Sarah E., Johannesson, Magnus, Koellinger, Philipp D., Cesarini, David, Benjamin, Daniel J., Auton, Adam, Boardman, Jason D., Clark, David W., Conlin, Andrew, Dolan, Conor C., Fischbacher, Urs, Groenen, Patrick J. F., Harris, Kathleen Mullan, Hasler, Gregor, Hofman, Albert, Ikram, Mohammad A., Jain, Sonia, Karlsson, Robert, Kessler, Ronald C., Kooyman, Maarten, MacKillop, James, Mannikko, Minna, Morcillo-Suarez, Carlos, McQueen, Matthew B., Schmidt, Klaus M., Smart, Melissa C., Sutter, Matthias, White, Jon, de Wit, Harriet, Fehr, Ernst, Kumari, Meena, Laibson, David, Meyer, Michelle N., Navarro, Arcadi, Palmer, Abraham A., Schunk, Daniel, Stein, Murray B., Svento, Rauli, Timmers, Paul R. H. J., Ursano, Robert J., Wagner, Gert G., and Beauchamp, Jonathan P.
Abstract: Humans vary substantially in their willingness to take risks. In a combined sample of over 1 million individuals, we conducted genome-wide association studies (GWAS) of general risk tolerance, adventurousness, and risky behaviors in the driving, drinking, smoking, and sexual domains. Across all GWAS, we identified hundreds of associated loci, including 99 loci associated with general risk tolerance. We report evidence of substantial shared genetic influences across risk tolerance and the risky behaviors: 46 of the 99 general risk tolerance loci contain a lead SNP for at least one of our other GWAS, and general risk tolerance is genetically correlated (vertical bar(r) over cap (g)vertical bar similar to 0.25 to 0.50) with a range of risky behaviors. Bioinformatics analyses imply that genes near SNPs associated with general risk tolerance are highly expressed in brain tissues and point to a role for glutamatergic and GABAergic neurotransmission. We found no evidence of enrichment for genes previously hypothesized to relate to risk tolerance.
Published: 2019

26. Maternal and fetal genetic effects on birth weight and their relevance to cardio-metabolic risk factors

Author: Warrington, Nicole M, Beaumont, Robin N, Horikoshi, Momoko, Day, Felix R, Helgeland, Øyvind, Laurin, Charles, Bacelis, Jonas, Peng, Shouneng, Hao, Ke, Feenstra, Bjarke, Wood, Andrew R, Mahajan, Anubha, Tyrrell, Jessica, Robertson, Neil R, Rayner, N William, Qiao, Zhen, Moen, Gunn-Helen, Vaudel, Marc, Marsit, Carmen J, Chen, Jia Jue Johannes, Nodzenski, Michael, Schnurr, Theresia M, Zafarmand, Mohammad H, Bradfield, Jonathan P, Grarup, Niels, Kooijman, Marjolein N, Li-Gao, Ruifang, Geller, Frank, Ahluwalia, Tarunveer S, Paternoster, Lavinia, Rueedi, Rico, Huikari, Ville, Hottenga, Jouke-Jan, Lyytikäinen, Leo-Pekka, Cavadino, Alana, Metrustry, Sarah, Cousminer, Diana L, Wu, Ying, Thiering, Elisabeth, Wang, Carol A, Have, Christian T, Vilor-Tejedor, Natalia, Joshi, Peter K, Painter, Jodie N, Ntalla, Ioanna, Myhre, Ronny, Pitkänen, Niina, van Leeuwen, Elisabeth M, Joro, Raimo, Lagou, Vasiliki, Richmond, Rebecca C, Espinosa, Ana, Barton, Sheila J, Inskip, Hazel M, Holloway, John W, Santa-Marina, Loreto, Estivill, Xavier, Ang, Wei, Marsh, Julie A, Reichetzeder, Christoph, Marullo, Letizia, Hocher, Berthold, Lunetta, Kathryn L, Murabito, Joanne M, Relton, Caroline L, Kogevinas, Manolis, Chatzi, Leda, Allard, Catherine, Bouchard, Luigi, Hivert, Marie-France, Zhang, Ge, Muglia, Louis J, Heikkinen, Jani, Consortium, EGG, Morgen, Camilla S, van Kampen, Antoine H C, van Schaik, Barbera D C, Mentch, Frank D, Langenberg, Claudia, Luan, Jian'an, Scott, Robert A, Zhao, Jing Hua, Hemani, Gibran, Ring, Susan M, Bennett, Amanda J, Gaulton, Kyle J, Fernandez-Tajes, Juan, van Zuydam, Natalie R, Medina-Gomez, Carolina, de Haan, Hugoline G, Rosendaal, Frits R, Kutalik, Zoltán, Marques-Vidal, Pedro, Das, Shikta, Willemsen, Gonneke, Mbarek, Hamdi, Müller-Nurasyid, Martina, Standl, Marie, Appel, Emil V R, Fonvig, Cilius E, Trier, Caecilie, van Beijsterveldt, Catharina E M, Murcia, Mario, Bustamante, Mariona, Bonas-Guarch, Sílvia, Hougaard, David M, Mercader, Josep M, Linneberg, Allan, Schraut, Katharina E, Lind, Penelope A, Medland, Sarah E, Shields, Beverley M, Knight, Bridget A, Chai, Jin-Fang, Panoutsopoulou, Kalliope, Bartels, Meike, Sánchez, Friman, Stokholm, Jakob, Torrents, David, Vinding, Rebecca K, Willems, Sara M, Atalay, Mustafa, Chawes, Bo L, Kovacs, Peter, Prokopenko, Inga, Tuke, Marcus A, Yaghootkar, Hanieh, Ruth, Katherine S, Jones, Samuel E, Loh, Po-Ru, Murray, Anna, Weedon, Michael N, Tönjes, Anke, Stumvoll, Michael, Michaelsen, Kim F, Eloranta, Aino-Maija, Lakka, Timo A, van Duijn, Cornelia M, Kiess, Wieland, Körner, Antje, Niinikoski, Harri, Pahkala, Katja, Raitakari, Olli T, Jacobsson, Bo, Zeggini, Eleftheria, Dedoussis, George V, Teo, Yik-Ying, Saw, Seang-Mei, Montgomery, Grant W, Campbell, Harry, Wilson, James F, Vrijkotte, Tanja G M, Vrijheid, Martine, de Geus, Eco J C N, Hayes, M Geoffrey, Kadarmideen, Haja N, Holm, Jens-Christian, Beilin, Lawrence J, Pennell, Craig E, Heinrich, Joachim, Adair, Linda S, Borja, Judith B, Mohlke, Karen L, Eriksson, Johan G, Widén, Elisabeth E, Hattersley, Andrew T, Spector, Tim D, Kähönen, Mika, Viikari, Jorma S, Lehtimäki, Terho, Boomsma, Dorret I, Sebert, Sylvain, Vollenweider, Peter, Sørensen, Thorkild I A, Bisgaard, Hans Flinker, Bønnelykke, Klaus, Murray, Jeffrey C, Melbye, Mads, Nohr, Ellen A, Mook-Kanamori, Dennis O, Rivadeneira, Fernando, Hofman, Albert, Felix, Janine F, Jaddoe, Vincent W V, Hansen, Torben, Pisinger, Charlotta, Vaag, Allan A, Pedersen, Oluf, Uitterlinden, André G, Järvelin, Marjo-Riitta, Power, Christine, Hyppönen, Elina, Scholtens, Denise M, Lowe, William L, Davey Smith, George, Timpson, Nicholas J, Morris, Andrew P, Wareham, Nicholas J, Hakonarson, Hakon, Grant, Struan F A, Frayling, Timothy M, Lawlor, Debbie A, Njølstad, Pål R, Johansson, Stefan, Ong, Ken K, McCarthy, Mark I, Perry, John R B, Evans, David M, Freathy, Rachel M, Warrington, Nicole M, Beaumont, Robin N, Horikoshi, Momoko, Day, Felix R, Helgeland, Øyvind, Laurin, Charles, Bacelis, Jonas, Peng, Shouneng, Hao, Ke, Feenstra, Bjarke, Wood, Andrew R, Mahajan, Anubha, Tyrrell, Jessica, Robertson, Neil R, Rayner, N William, Qiao, Zhen, Moen, Gunn-Helen, Vaudel, Marc, Marsit, Carmen J, Chen, Jia Jue Johannes, Nodzenski, Michael, Schnurr, Theresia M, Zafarmand, Mohammad H, Bradfield, Jonathan P, Grarup, Niels, Kooijman, Marjolein N, Li-Gao, Ruifang, Geller, Frank, Ahluwalia, Tarunveer S, Paternoster, Lavinia, Rueedi, Rico, Huikari, Ville, Hottenga, Jouke-Jan, Lyytikäinen, Leo-Pekka, Cavadino, Alana, Metrustry, Sarah, Cousminer, Diana L, Wu, Ying, Thiering, Elisabeth, Wang, Carol A, Have, Christian T, Vilor-Tejedor, Natalia, Joshi, Peter K, Painter, Jodie N, Ntalla, Ioanna, Myhre, Ronny, Pitkänen, Niina, van Leeuwen, Elisabeth M, Joro, Raimo, Lagou, Vasiliki, Richmond, Rebecca C, Espinosa, Ana, Barton, Sheila J, Inskip, Hazel M, Holloway, John W, Santa-Marina, Loreto, Estivill, Xavier, Ang, Wei, Marsh, Julie A, Reichetzeder, Christoph, Marullo, Letizia, Hocher, Berthold, Lunetta, Kathryn L, Murabito, Joanne M, Relton, Caroline L, Kogevinas, Manolis, Chatzi, Leda, Allard, Catherine, Bouchard, Luigi, Hivert, Marie-France, Zhang, Ge, Muglia, Louis J, Heikkinen, Jani, Consortium, EGG, Morgen, Camilla S, van Kampen, Antoine H C, van Schaik, Barbera D C, Mentch, Frank D, Langenberg, Claudia, Luan, Jian'an, Scott, Robert A, Zhao, Jing Hua, Hemani, Gibran, Ring, Susan M, Bennett, Amanda J, Gaulton, Kyle J, Fernandez-Tajes, Juan, van Zuydam, Natalie R, Medina-Gomez, Carolina, de Haan, Hugoline G, Rosendaal, Frits R, Kutalik, Zoltán, Marques-Vidal, Pedro, Das, Shikta, Willemsen, Gonneke, Mbarek, Hamdi, Müller-Nurasyid, Martina, Standl, Marie, Appel, Emil V R, Fonvig, Cilius E, Trier, Caecilie, van Beijsterveldt, Catharina E M, Murcia, Mario, Bustamante, Mariona, Bonas-Guarch, Sílvia, Hougaard, David M, Mercader, Josep M, Linneberg, Allan, Schraut, Katharina E, Lind, Penelope A, Medland, Sarah E, Shields, Beverley M, Knight, Bridget A, Chai, Jin-Fang, Panoutsopoulou, Kalliope, Bartels, Meike, Sánchez, Friman, Stokholm, Jakob, Torrents, David, Vinding, Rebecca K, Willems, Sara M, Atalay, Mustafa, Chawes, Bo L, Kovacs, Peter, Prokopenko, Inga, Tuke, Marcus A, Yaghootkar, Hanieh, Ruth, Katherine S, Jones, Samuel E, Loh, Po-Ru, Murray, Anna, Weedon, Michael N, Tönjes, Anke, Stumvoll, Michael, Michaelsen, Kim F, Eloranta, Aino-Maija, Lakka, Timo A, van Duijn, Cornelia M, Kiess, Wieland, Körner, Antje, Niinikoski, Harri, Pahkala, Katja, Raitakari, Olli T, Jacobsson, Bo, Zeggini, Eleftheria, Dedoussis, George V, Teo, Yik-Ying, Saw, Seang-Mei, Montgomery, Grant W, Campbell, Harry, Wilson, James F, Vrijkotte, Tanja G M, Vrijheid, Martine, de Geus, Eco J C N, Hayes, M Geoffrey, Kadarmideen, Haja N, Holm, Jens-Christian, Beilin, Lawrence J, Pennell, Craig E, Heinrich, Joachim, Adair, Linda S, Borja, Judith B, Mohlke, Karen L, Eriksson, Johan G, Widén, Elisabeth E, Hattersley, Andrew T, Spector, Tim D, Kähönen, Mika, Viikari, Jorma S, Lehtimäki, Terho, Boomsma, Dorret I, Sebert, Sylvain, Vollenweider, Peter, Sørensen, Thorkild I A, Bisgaard, Hans Flinker, Bønnelykke, Klaus, Murray, Jeffrey C, Melbye, Mads, Nohr, Ellen A, Mook-Kanamori, Dennis O, Rivadeneira, Fernando, Hofman, Albert, Felix, Janine F, Jaddoe, Vincent W V, Hansen, Torben, Pisinger, Charlotta, Vaag, Allan A, Pedersen, Oluf, Uitterlinden, André G, Järvelin, Marjo-Riitta, Power, Christine, Hyppönen, Elina, Scholtens, Denise M, Lowe, William L, Davey Smith, George, Timpson, Nicholas J, Morris, Andrew P, Wareham, Nicholas J, Hakonarson, Hakon, Grant, Struan F A, Frayling, Timothy M, Lawlor, Debbie A, Njølstad, Pål R, Johansson, Stefan, Ong, Ken K, McCarthy, Mark I, Perry, John R B, Evans, David M, and Freathy, Rachel M
Abstract: Birth weight variation is influenced by fetal and maternal genetic and non-genetic factors, and has been reproducibly associated with future cardio-metabolic health outcomes. In expanded genome-wide association analyses of own birth weight (n = 321,223) and offspring birth weight (n = 230,069 mothers), we identified 190 independent association signals (129 of which are novel). We used structural equation modeling to decompose the contributions of direct fetal and indirect maternal genetic effects, then applied Mendelian randomization to illuminate causal pathways. For example, both indirect maternal and direct fetal genetic effects drive the observational relationship between lower birth weight and higher later blood pressure: maternal blood pressure-raising alleles reduce offspring birth weight, but only direct fetal effects of these alleles, once inherited, increase later offspring blood pressure. Using maternal birth weight-lowering genotypes to proxy for an adverse intrauterine environment provided no evidence that it causally raises offspring blood pressure, indicating that the inverse birth weight-blood pressure association is attributable to genetic effects, and not to intrauterine programming.
Published: 2019

27. SMIM1absence is associated with reduced energy expenditure and excess weight

Author: Stefanucci, Luca, Moslemi, Camous, Tomé, Ana R., Virtue, Samuel, Bidault, Guillaume, Gleadall, Nicholas S., Watson, Laura P.E., Kwa, Jing E., Burden, Frances, Farrow, Samantha, Banasik, Karina, Bay, Jakob, Boldsen, Jens Kjærgaard, Brodersen, Thorsten, Brunak, Søren, Burgdorf, Kristoffer, Chalmer, Mona Ameri, Didriksen, Maria, Dinh, Khoa Manh, Dowsett, Joseph, Erikstrup, Christian, Feenstra, Bjarke, Geller, Frank, Gudbjartsson, Daniel, Hansen, Thomas Folkmann, Hindhede, Lotte, Hjalgrim, Henrik, Jacobsen, Rikke Louise, Jemec, Gregor, Jensen, Bitten Aagaard, Kaspersen, Katrine, Kjerulff, Bertram Dalskov, Kogelman, Lisette, Hørup Larsen, Margit Anita, Louloudis, Ioannis, Lundgaard, Agnete, Susan, Mikkelsen, Christina, Nissen, Ioanna, Nyegaard, Mette, Ostrowski, Sisse Rye, Pedersen, Ole Birger, Henriksen, Alexander Pil, Rohde, Palle Duun, Rostgaard, Klaus, Schwinn, Michael, Stefansson, Kari, Stefánsson, Hreinn, Sørensen, Erik, þorsteinsdóttir, Unnur, Thørner, Lise Wegner, Bruun, Mie Topholm, Ullum, Henrik, Werge, Thomas, Westergaard, David, Chen, Ji, Chen, Ji, Spracklen, Cassandra N., Marenne, Gaëlle, Varshney, Arushi, Corbin, Laura J., Luan, Jian’an, Willems, Sara M., Wu, Ying, Zhang, Xiaoshuai, Horikoshi, Momoko, Boutin, Thibaud S., Mägi, Reedik, Waage, Johannes, Li-Gao, Ruifang, Katie Chan, Kei Hang, Yao, Jie, Anasanti, Mila D., Chu, Audrey Y., Claringbould, Annique, Heikkinen, Jani, Hong, Jaeyoung, Hottenga, Jouke-Jan, Huo, Shaofeng, Kaakinen, Marika A., Louie, Tin, März, Winfried, Moreno-Macias, Hortensia, Ndungu, Anne, Nelson, Sarah C., Nolte, Ilja M., North, Kari E., Raulerson, Chelsea K., Ray, Debashree, Rohde, Rebecca, Rybin, Denis, Schurmann, Claudia, Sim, Xueling, Southam, Loz, Stewart, Isobel D., Wang, Carol A., Wang, Yujie, Wu, Peitao, Zhang, Weihua, Ahluwalia, Tarunveer S., Appel, Emil V.R., Bielak, Lawrence F., Brody, Jennifer A., Burtt, Noël P., Cabrera, Claudia P., Cade, Brian E., Chai, Jin Fang, Chai, Xiaoran, Chang, Li-Ching, Chen, Chien-Hsiun, Chen, Brian H., Chitrala, Kumaraswamy Naidu, Chiu, Yen-Feng, de Haan, Hugoline G., Delgado, Graciela E., Demirkan, Ayse, Duan, Qing, Engmann, Jorgen, Fatumo, Segun A., Gayán, Javier, Giulianini, Franco, Gong, Jung Ho, Gustafsson, Stefan, Hai, Yang, Hartwig, Fernando P., He, Jing, Heianza, Yoriko, Huang, Tao, Huerta-Chagoya, Alicia, Hwang, Mi Yeong, Jensen, Richard A., Kawaguchi, Takahisa, Kentistou, Katherine A., Kim, Young Jin, Kleber, Marcus E., Kooner, Ishminder K., Lai, Shuiqing, Lange, Leslie A., Langefeld, Carl D., Lauzon, Marie, Li, Man, Ligthart, Symen, Liu, Jun, Loh, Marie, Long, Jirong, Lyssenko, Valeriya, Mangino, Massimo, Marzi, Carola, Montasser, May E., Nag, Abhishek, Nakatochi, Masahiro, Noce, Damia, Noordam, Raymond, Pistis, Giorgio, Preuss, Michael, Raffield, Laura, Rasmussen-Torvik, Laura J., Rich, Stephen S., Robertson, Neil R., Rueedi, Rico, Ryan, Kathleen, Sanna, Serena, Saxena, Richa, Schraut, Katharina E., Sennblad, Bengt, Setoh, Kazuya, Smith, Albert V., Southam, Lorraine, Sparsø, Thomas, Strawbridge, Rona J., Takeuchi, Fumihiko, Tan, Jingyi, Trompet, Stella, van den Akker, Erik, van der Most, Peter J., Verweij, Niek, Vogel, Mandy, Wang, Heming, Wang, Chaolong, Wang, Nan, Warren, Helen R., Wen, Wanqing, Wilsgaard, Tom, Wong, Andrew, Wood, Andrew R., Xie, Tian, Zafarmand, Mohammad Hadi, Zhao, Jing-Hua, Zhao, Wei, Amin, Najaf, Arzumanyan, Zorayr, Astrup, Arne, Bakker, Stephan J.L., Baldassarre, Damiano, Beekman, Marian, Bergman, Richard N., Bertoni, Alain, Blüher, Matthias, Bonnycastle, Lori L., Bornstein, Stefan R., Bowden, Donald W., Cai, Qiuyin, Campbell, Archie, Campbell, Harry, Chang, Yi Cheng, de Geus, Eco J.C., Dehghan, Abbas, Du, Shufa, Eiriksdottir, Gudny, Farmaki, Aliki Eleni, Frånberg, Mattias, Fuchsberger, Christian, Gao, Yutang, Gjesing, Anette P., Goel, Anuj, Han, Sohee, Hartman, Catharina A., Herder, Christian, Hicks, Andrew A., Hsieh, Chang-Hsun, Hsueh, Willa A., Ichihara, Sahoko, Igase, Michiya, Ikram, M. Arfan, Johnson, W. Craig, Jørgensen, Marit E., Joshi, Peter K., Kalyani, Rita R., Kandeel, Fouad R., Katsuya, Tomohiro, Khor, Chiea Chuen, Kiess, Wieland, Kolcic, Ivana, Kuulasmaa, Teemu, Kuusisto, Johanna, Läll, Kristi, Lam, Kelvin, Lawlor, Deborah A., Lee, Nanette R., Lemaitre, Rozenn N., Li, Honglan, Lin, Shih-Yi, Lindström, Jaana, Linneberg, Allan, Liu, Jianjun, Lorenzo, Carlos, Matsubara, Tatsuaki, Matsuda, Fumihiko, Mingrone, Geltrude, Mooijaart, Simon, Moon, Sanghoon, Nabika, Toru, Nadkarni, Girish N., Nadler, Jerry L., Nelis, Mari, Neville, Matt J., Norris, Jill M., Ohyagi, Yasumasa, Peters, Annette, Peyser, Patricia A., Polasek, Ozren, Qi, Qibin, Raven, Dennis, Reilly, Dermot F., Reiner, Alex, Rivideneira, Fernando, Roll, Kathryn, Rudan, Igor, Sabanayagam, Charumathi, Sandow, Kevin, Sattar, Naveed, Schürmann, Annette, Shi, Jinxiu, Stringham, Heather M., Taylor, Kent D., Teslovich, Tanya M., Thuesen, Betina, Timmers, Paul R.H.J., Tremoli, Elena, Tsai, Michael Y., Uitterlinden, Andre, van Dam, Rob M., van Heemst, Diana, van Hylckama Vlieg, Astrid, Van Vliet-Ostaptchouk, Jana V., Vangipurapu, Jagadish, Vestergaard, Henrik, Wang, Tao, Willems van Dijk, Ko, Zemunik, Tatijana, Abecasis, Goncalo R., Adair, Linda S., Aguilar-Salinas, Carlos Alberto, Alarcón-Riquelme, Marta E., An, Ping, Aviles-Santa, Larissa, Becker, Diane M., Beilin, Lawrence J., Bergmann, Sven, Bisgaard, Hans, Black, Corri, Boehnke, Michael, Boerwinkle, Eric, Böhm, Bernhard O., Bønnelykke, Klaus, Boomsma, D.I., Bottinger, Erwin P., Buchanan, Thomas A., Canouil, Mickaël, Caulfield, Mark J., Chambers, John C., Chasman, Daniel I., Ida Chen, Yii-Der, Cheng, Ching-Yu, Collins, Francis S., Correa, Adolfo, Cucca, Francesco, Janaka de Silva, H., Dedoussis, George, Elmståhl, Sölve, Evans, Michele K., Ferrannini, Ele, Ferrucci, Luigi, Florez, Jose C., Franks, Paul W., Frayling, Timothy M., Froguel, Philippe, Gigante, Bruna, Goodarzi, Mark O., Gordon-Larsen, Penny, Grallert, Harald, Grarup, Niels, Grimsgaard, Sameline, Groop, Leif, Gudnason, Vilmundur, Guo, Xiuqing, Hamsten, Anders, Hansen, Torben, Hayward, Caroline, Heckbert, Susan R., Horta, Bernardo L., Huang, Wei, Ingelsson, Erik, James, Pankow S., Jarvelin, Marjo-Ritta, Jonas, Jost B., Jukema, J. Wouter, Kaleebu, Pontiano, Kaplan, Robert, Kardia, Sharon L.R., Kato, Norihiro, Keinanen-Kiukaanniemi, Sirkka M., Kim, Bong-Jo, Kivimaki, Mika, Koistinen, Heikki A., Kooner, Jaspal S., Körner, Antje, Kovacs, Peter, Kuh, Diana, Kumari, Meena, Kutalik, Zoltan, Laakso, Markku, Lakka, Timo A., Launer, Lenore J., Leander, Karin, Li, Huaixing, Lin, Xu, Lind, Lars, Lindgren, Cecilia, Liu, Simin, Loos, Ruth J.F., Magnusson, Patrik K.E., Mahajan, Anubha, Metspalu, Andres, Mook-Kanamori, Dennis O., Mori, Trevor A., Munroe, Patricia B., Njølstad, Inger, O'Connell, Jeffrey R., Oldehinkel, Albertine J., Ong, Ken K., Padmanabhan, Sandosh, Palmer, Colin N.A., Palmer, Nicholette D., Pedersen, Oluf, Pennell, Craig E., Porteous, David J., Pramstaller, Peter P., Province, Michael A., Psaty, Bruce M., Qi, Lu, Raffel, Leslie J., Rauramaa, Rainer, Redline, Susan, Ridker, Paul M., Rosendaal, Frits R., Saaristo, Timo E., Sandhu, Manjinder, Saramies, Jouko, Schneiderman, Neil, Schwarz, Peter, Scott, Laura J., Selvin, Elizabeth, Sever, Peter, Shu, Xiao-Ou, Slagboom, P. Eline, Small, Kerrin S., Smith, Blair H., Snieder, Harold, Sofer, Tamar, Sørensen, Thorkild I.A., Spector, Tim D., Stanton, Alice, Steves, Claire J., Stumvoll, Michael, Sun, Liang, Tabara, Yasuharu, Tai, E. Shyong, Timpson, Nicholas J., Tönjes, Anke, Tuomilehto, Jaakko, Tusie, Teresa, Uusitupa, Matti, van der Harst, Pim, van Duijn, Cornelia, Vitart, Veronique, Vollenweider, Peter, Vrijkotte, Tanja G.M., Wagenknecht, Lynne E., Walker, Mark, Wang, Ya X., Wareham, Nick J., Watanabe, Richard M., Watkins, Hugh, Wei, Wen B., Wickremasinghe, Ananda R., Willemsen, Gonneke, Wilson, James F., Wong, Tien-Yin, Wu, Jer-Yuarn, Xiang, Anny H., Yanek, Lisa R., Yengo, Loïc, Yokota, Mitsuhiro, Zeggini, Eleftheria, Zheng, Wei, Zonderman, Alan B., Rotter, Jerome I., Gloyn, Anna L., McCarthy, Mark I., Dupuis, Josée, Meigs, James B., Scott, Robert A., Prokopenko, Inga, Leong, Aaron, Liu, Ching-Ti, Parker, Stephen C.J., Mohlke, Karen L., Langenberg, Claudia, Wheeler, Eleanor, Morris, Andrew P., Barroso, Inês, Võsa, Urmo, Burling, Keith, Walker, Lindsay, Ord, John, Barker, Peter, Warner, James, Frary, Amy, Renhstrom, Karola, Ashford, Sofie E., Piper, Jo, Biggs, Gail, Erber, Wendy N., Hoffman, Gary J., Schoenmakers, Nadia, Erikstrup, Christian, Rieneck, Klaus, Dziegiel, Morten H., Ullum, Henrik, Azzu, Vian, Vacca, Michele, Aparicio, Hugo Javier, Hui, Qin, Cho, Kelly, Sun, Yan V., Wilson, Peter W., Bayraktar, Omer A., Vidal-Puig, Antonio, Ostrowski, Sisse R., Astle, William J., Olsson, Martin L., Storry, Jill R., Pedersen, Ole B., Ouwehand, Willem H., Chatterjee, Krishna, Vuckovic, Dragana, and Frontini, Mattia
Abstract: Obesity rates have nearly tripled in the past 50 years, and by 2030 more than 1 billion individuals worldwide are projected to be obese. This creates a significant economic strain due to the associated non-communicable diseases. The root cause is an energy expenditure imbalance, owing to an interplay of lifestyle, environmental, and genetic factors. Obesity has a polygenic genetic architecture; however, single genetic variants with large effect size are etiological in a minority of cases. These variants allowed the discovery of novel genes and biology relevant to weight regulation and ultimately led to the development of novel specific treatments.
Published: 2024
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28. Genome-wide meta-analysis associates HLA-DQA1/DRB1 and LPA and lifestyle factors with human longevity

Author: Joshi, Peter K., Pirastu, Nicola, Kentistou, Katherine A., Fischer, Krista, Hofer, Edith, Schraut, Katharina E., Clark, David W., Nutile, Teresa, Barnes, Catriona L. K., Timmers, Paul R. H. J., Shen, Xia, Gandin, Ilaria, McDaid, Aaron F., Hansen, Thomas Folkmann, Gordon, Scott D., Giulianini, Franco, Boutin, Thibaud S., Abdellaoui, Abdel, Zhao, Wei, Medina-Gomez, Carolina, Bartz, Traci M., Trompet, Stella, Lange, Leslie A., Raffield, Laura, van der Spek, Ashley, Galesloot, Tessel E., Proitsi, Petroula, Yanek, Lisa R., Bielak, Lawrence F., Payton, Antony, Murgia, Federico, Concas, Maria Pina, Biino, Ginevra, Tajuddin, Salman M., Seppälä, Ilkka, Amin, Najaf, Boerwinkle, Eric, Børglum, Anders D., Campbell, Archie, Demerath, Ellen W., Demuth, Ilja, Faul, Jessica D., Ford, Ian, Gialluisi, Alessandro, Gögele, Martin, Graff, MariaElisa, Hingorani, Aroon, Hottenga, Jouke-Jan, Hougaard, David M., Hurme, Mikko A., Ikram, M. Arfan, Jylhä, Marja, Kuh, Diana, Ligthart, Lannie, Lill, Christina M., Lindenberger, Ulman, Lumley, Thomas, Mägi, Reedik, Marques-Vidal, Pedro, Medland, Sarah E., Milani, Lili, Nagy, Reka, Ollier, William E. R., Peyser, Patricia A., Pramstaller, Peter P., Ridker, Paul M., Rivadeneira, Fernando, Ruggiero, Daniela, Saba, Yasaman, Schmidt, Reinhold, Schmidt, Helena, Slagboom, P. Eline, Smith, Blair H., Smith, Jennifer A., Sotoodehnia, Nona, Steinhagen-Thiessen, Elisabeth, van Rooij, Frank J. A., Verbeek, André L., Vermeulen, Sita H., Vollenweider, Peter, Wang, Yunpeng, Werge, Thomas, Whitfield, John B., Zonderman, Alan B., Lehtimäki, Terho, Evans, Michele K., Pirastu, Mario, Fuchsberger, Christian, Bertram, Lars, Pendleton, Neil, Kardia, Sharon L. R., Ciullo, Marina, Becker, Diane M., Wong, Andrew, Psaty, Bruce M., van Duijn, Cornelia M., Wilson, James G., Jukema, J. Wouter, Kiemeney, Lambertus, Uitterlinden, André G., Franceschini, Nora, North, Kari E., Weir, David R., Metspalu, Andres, Boomsma, Dorret I., Hayward, Caroline, Chasman, Daniel, Martin, Nicholas G., Sattar, Naveed, Campbell, Harry, Esko, Tōnu, Kutalik, Zoltán, Wilson, James F., Epidemiology, Internal Medicine, Biological Psychology, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, APH - Mental Health, APH - Methodology, Joshi, Peter K., Pirastu, Nicola, Kentistou, Katherine A., Fischer, Krista, Hofer, Edith, Schraut, Katharina E., Clark, David W., Nutile, Teresa, Barnes, Catriona L. K., Timmers, Paul R. H. J., Shen, Xia, Gandin, Ilaria, Mcdaid, Aaron F., Hansen, Thomas Folkmann, Gordon, Scott D., Giulianini, Franco, Boutin, Thibaud S., Abdellaoui, Abdel, Zhao, Wei, Medina-Gomez, Carolina, Bartz, Traci M., Trompet, Stella, Lange, Leslie A., Raffield, Laura, van der Spek, Ashley, Galesloot, Tessel E., Proitsi, Petroula, Yanek, Lisa R., Bielak, Lawrence F., Payton, Antony, Murgia, Federico, Concas, Maria Pina, Biino, Ginevra, Tajuddin, Salman M., Seppälä, Ilkka, Amin, Najaf, Boerwinkle, Eric, Børglum, Anders D., Campbell, Archie, Demerath, Ellen W., Demuth, Ilja, Faul, Jessica D., Ford, Ian, Gialluisi, Alessandro, Gögele, Martin, Graff, Mariaelisa, Hingorani, Aroon, Hottenga, Jouke-Jan, Hougaard, David M., Hurme, Mikko A., Ikram, M. Arfan, Jylhä, Marja, Kuh, Diana, Ligthart, Lannie, Lill, Christina M., Lindenberger, Ulman, Lumley, Thoma, Mägi, Reedik, Marques-Vidal, Pedro, Medland, Sarah E., Milani, Lili, Nagy, Reka, Ollier, William E. R., Peyser, Patricia A., Pramstaller, Peter P., Ridker, Paul M., Rivadeneira, Fernando, Ruggiero, Daniela, Saba, Yasaman, Schmidt, Reinhold, Schmidt, Helena, Slagboom, P. Eline, Smith, Blair H., Smith, Jennifer A., Sotoodehnia, Nona, Steinhagen-Thiessen, Elisabeth, van Rooij, Frank J. A., Verbeek, André L., Vermeulen, Sita H., Vollenweider, Peter, Wang, Yunpeng, Werge, Thoma, Whitfield, John B., Zonderman, Alan B., Lehtimäki, Terho, Evans, Michele K., Pirastu, Mario, Fuchsberger, Christian, Bertram, Lar, Pendleton, Neil, Kardia, Sharon L. R., Ciullo, Marina, Becker, Diane M., Wong, Andrew, Psaty, Bruce M., van Duijn, Cornelia M., Wilson, James G., Jukema, J. Wouter, Kiemeney, Lambertu, Uitterlinden, André G., Franceschini, Nora, North, Kari E., Weir, David R., Metspalu, Andre, Boomsma, Dorret I., Hayward, Caroline, Chasman, Daniel, Martin, Nicholas G., Sattar, Naveed, Campbell, Harry, Esko, Tōnu, Kutalik, Zoltán, and Wilson, James F.
Subjects: Netherlands Twin Register (NTR), Lung Neoplasms, SUSCEPTIBILITY LOCI, Science, Longevity, BLOOD-PRESSURE, Coronary Disease, Polymorphism, Single Nucleotide, DISEASE, Article, HLA-DQ alpha-Chains, survival analysis, Body Mass Index, Education, AGE, SDG 3 - Good Health and Well-being, GENETIC-VARIANTS, genome-wide association study, MD Multidisciplinary, Journal Article, Humans, Genetic Predisposition to Disease, Obesity, lcsh:Science, Life Style, POPULATION, Alleles, RISK, Science & Technology, Smoking, Multidisciplinary Sciences, INDIVIDUALS, Socioeconomic Factors, Coronary Disease/blood, Coronary Disease/etiology, Genetic Predisposition to Disease/genetics, Genome-Wide Association Study, HLA-DQ alpha-Chains/genetics, HLA-DRB1 Chains/genetics, Insulin Resistance/genetics, Lipoprotein(a)/genetics, Lipoproteins, HDL/blood, Longevity/genetics, Lung Neoplasms/blood, Lung Neoplasms/genetics, Obesity/complications, Obesity/genetics, Smoking/adverse effects, survival analysi, SURVIVAL, Science & Technology - Other Topics, lcsh:Q, Insulin Resistance, Lipoproteins, HDL, APOE, HLA-DRB1 Chains, Lipoprotein(a)
Abstract: Genomic analysis of longevity offers the potential to illuminate the biology of human aging. Here, using genome-wide association meta-analysis of 606,059 parents’ survival, we discover two regions associated with longevity (HLA-DQA1/DRB1 and LPA). We also validate previous suggestions that APOE, CHRNA3/5, CDKN2A/B, SH2B3 and FOXO3A influence longevity. Next we show that giving up smoking, educational attainment, openness to new experience and high-density lipoprotein (HDL) cholesterol levels are most positively genetically correlated with lifespan while susceptibility to coronary artery disease (CAD), cigarettes smoked per day, lung cancer, insulin resistance and body fat are most negatively correlated. We suggest that the effect of education on lifespan is principally mediated through smoking while the effect of obesity appears to act via CAD. Using instrumental variables, we suggest that an increase of one body mass index unit reduces lifespan by 7 months while 1 year of education adds 11 months to expected lifespan., Variability in human longevity is genetically influenced. Using genetic data of parental lifespan, the authors identify associations at HLA-DQA/DRB1 and LPA and find that genetic variants that increase educational attainment have a positive effect on lifespan whereas increasing BMI negatively affects lifespan.
Published: 2017
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29. Genome-wide association analyses of >200,000 individuals identify 58 genetic loci for chronic inflammation and highlights pathways that link inflammation and complex disorders

Author: Ligthart, Symen, Vaez, Ahmad, Võsa, Urmo, Stathopoulou, Maria G, de Vries, Paul S, Prins, Bram P, van der Most, Peter J, Tanaka, Toshiko, Naderi, Elnaz, Rose, Lynda M., Schraut, Katharina E, Joshi, Peter, Campbell, Harry, Wilson, James, Marioni, Riccardo, and Deary, Ian
Abstract: C-reactive protein (CRP) is a sensitive biomarker of chronic low-grade inflammation and is associated with multiple complex diseases. The genetic determinants of chronic inflammation remain largely unknown, and the causal role of CRP in several clinical outcomes is debated. We performed two genome-wide association studies (GWASs), on HapMap and 1000 Genomes imputed data, of circulating amounts of CRP by using data from 88 studies comprising 204,402 European individuals. Additionally, we performed in silico functional analyses and Mendelian randomization analyses with several clinical outcomes. The GWAS meta-analyses of CRP revealed 58 distinct genetic loci (p < 5 × 10-8). After adjustment for body mass index in the regression analysis, the associations at all except three loci remained. The lead variants at the distinct loci explained up to 7.0% of the variance in circulating amounts of CRP. We identified 66 gene sets that were organized in two substantially correlated clusters, one mainly composed of immune pathways and the other characterized by metabolic pathways in the liver. Mendelian randomization analyses revealed a causal protective effect of CRP on schizophrenia and a risk-increasing effect on bipolar disorder. Our findings provide further insights into the biology of inflammation and could lead to interventions for treating inflammation and its clinical consequences.
Published: 2018
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30. Associations of ‘Relative corticosterone deficiency’ with genetic variation in CYP17A1 and metabolic syndrome features

Author: Mackenzie, Scott D, primary, Crawford, Andrew A, additional, Ackermann, Daniel, additional, Schraut, Katharina E, additional, Hayward, Caroline, additional, Bolton, Jennifer L, additional, Saunders, Christopher, additional, Al-Dujaili, Emad, additional, Dick, Bernhard, additional, Escher, Geneviève, additional, Vogt, Bruno, additional, Pruijm, Menno, additional, Ponte, Belen, additional, Wilson, James F, additional, Strachan, Mark W J, additional, Price, Jackie F, additional, Phillips, David I W, additional, MacKenzie, Scott M, additional, Davies, Eleanor, additional, Reynolds, Rebecca M, additional, and Walker, Brian R, additional
Published: 2019
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31. Identification of a novel locus on chromosome 2q13, which predisposes to clinical vertebral fractures independently of bone density

Author: Alonso, Nerea, Estrada, Karol, Albagha, Omar M.E., Herrera, Lizbeth, Reppe, Sjur, Olstad, Ole K., Gautvik, Kaare M., Ryan, Niamh M., Evans, Kathryn L., Nielson, Carrie M., Hsu, Yi Hsiang, Kiel, Douglas P., Markozannes, George, Ntzani, Evangelia E., Evangelou, Evangelos, Feenstra, Bjarke, Liu, Xueping, Melbye, Mads, Masi, Laura, Brandi, Maria Luisa, Riches, Philip, Daroszewska, Anna, Olmos, José Manuel, Valero, Carmen, Castillo, Jesús, Riancho, José A., Husted, Lise B., Langdahl, Bente L., Brown, Matthew A., Duncan, Emma L., Kaptoge, Stephen, Khaw, Kay Tee, Usategui-Martín, Ricardo, Del Pino-Montes, Javier, González-Sarmiento, Rogelio, Lewis, Joshua R., Prince, Richard L., D'Amelio, Patrizia, García-Giralt, Natalia, Nogués, Xavier, Mencej-Bedrac, Simona, Marc, Janja, Wolstein, Orit, Eisman, John A., Oei, Ling, Medina-Gómez, Carolina, Schraut, Katharina E., Navarro, Pau, Wilson, James F., Davies, Gail, Starr, John, Deary, Ian, Tanaka, Toshiko, Ferrucci, Luigi, Gianfrancesco, Fernando, Gennari, Luigi, Lucas, Gavin, Elosua, Roberto, Uitterlinden, André G., Rivadeneira, Fernando, Ralston, Stuart H., Alonso, Nerea, Estrada, Karol, Albagha, Omar M.E., Herrera, Lizbeth, Reppe, Sjur, Olstad, Ole K., Gautvik, Kaare M., Ryan, Niamh M., Evans, Kathryn L., Nielson, Carrie M., Hsu, Yi Hsiang, Kiel, Douglas P., Markozannes, George, Ntzani, Evangelia E., Evangelou, Evangelos, Feenstra, Bjarke, Liu, Xueping, Melbye, Mads, Masi, Laura, Brandi, Maria Luisa, Riches, Philip, Daroszewska, Anna, Olmos, José Manuel, Valero, Carmen, Castillo, Jesús, Riancho, José A., Husted, Lise B., Langdahl, Bente L., Brown, Matthew A., Duncan, Emma L., Kaptoge, Stephen, Khaw, Kay Tee, Usategui-Martín, Ricardo, Del Pino-Montes, Javier, González-Sarmiento, Rogelio, Lewis, Joshua R., Prince, Richard L., D'Amelio, Patrizia, García-Giralt, Natalia, Nogués, Xavier, Mencej-Bedrac, Simona, Marc, Janja, Wolstein, Orit, Eisman, John A., Oei, Ling, Medina-Gómez, Carolina, Schraut, Katharina E., Navarro, Pau, Wilson, James F., Davies, Gail, Starr, John, Deary, Ian, Tanaka, Toshiko, Ferrucci, Luigi, Gianfrancesco, Fernando, Gennari, Luigi, Lucas, Gavin, Elosua, Roberto, Uitterlinden, André G., Rivadeneira, Fernando, and Ralston, Stuart H.
Abstract: OBJECTIVES: To identify genetic determinants of susceptibility to clinical vertebral fractures, which is an important complication of osteoporosis. METHODS: Here we conduct a genome-wide association study in 1553 postmenopausal women with clinical vertebral fractures and 4340 controls, with a two-stage replication involving 1028 cases and 3762 controls. Potentially causal variants were identified using expression quantitative trait loci (eQTL) data from transiliac bone biopsies and bioinformatic studies. RESULTS: A locus tagged by rs10190845 was identified on chromosome 2q13, which was significantly associated with clinical vertebral fracture (P=1.04×10-9) with a large effect size (OR 1.74, 95% CI 1.06 to 2.6). Bioinformatic analysis of this locus identified several potentially functional SNPs that are associated with expression of the positional candidate genes TTL (tubulin tyrosine ligase) and SLC20A1 (solute carrier family 20 member 1). Three other suggestive loci were identified on chromosomes 1p31, 11q12 and 15q11. All these loci were novel and had not previously been associated with bone mineral density or clinical fractures. CONCLUSION: We have identified a novel genetic variant that is associated with clinical vertebral fractures by mechanisms that are independent of BMD. Further studies are now in progress to validate this association and evaluate the underlying mechanism.
Published: 2018

32. Identification of a novel locus on chromosome 2q13, which predisposes to clinical vertebral fractures independently of bone density

Author: Scottish Government, Royal Society (UK), European Commission, Wellcome Trust, Instituto de Salud Carlos III, National Health and Medical Research Council (Australia), Biotechnology and Biological Sciences Research Council (UK), Royal Society of Edinburgh, University of Edinburgh, Augustinus Foundation, Slovenian Research Agency, Danish Natural Science Research Council, Danish National Research Foundation, Arthritis National Research Foundation, National Institute on Aging (US), Boston University, Alonso, Nerea, Estrada, Karol, Albagha, Omar M. E., Herrera, Lizbeth, Reppe, Sjur, Olstad, Ole K., Gautvik, Kaare M., Ryan, Niamh M., Evans, Kathryn L., Nielson, Carrie M., Hsu, Yi-Hsiang, Kiel, Douglas P., Markozannes, George, Ntzani, Evangelia, Evangelou, Evangelos, Feenstra, Bjarke, Liu, Xueping, Melbye, Mads, Masi, Laura, Brandi, Maria Luisa, Riches, Philip, Daroszewska, Anna, Olmos, José-Manuel, Valero, Carmen, Castillo, Jesús, Riancho, José A., Husted, Lise B., Langdahl, Bente L., Brown, Matthew A., Duncan, Emma L., Kaptoge, Stephen, Khaw, Kay-Tee, Usategui-Martín, Ricardo, Pino-Montes, Javier Del, González-Sarmiento, Rogelio, Lewis, Joshua R., Prince, Richard L., D’Amelio, Patrizia, García-Giralt, Natalia, Nogués, Xavier, Mencej-Bedrac, Simona, Marc, Janja, Wolstein, Orit, Eisman, John A., Oei, Ling, Medina-Gómez, Carolina, Schraut, Katharina E., Navarro, Pau, Wilson, James F., Davies, Gail, Starr, John, Deary, Ian, Tanaka, Toshiko, Ferrucci, Luigi, Gianfrancesco, Fernando, Gennari, Luigi, Lucas, Gavin, Elosua, Roberto, Uitterlinden, André G., Rivadeneira, Fernando, Ralston, Stuart H., Scottish Government, Royal Society (UK), European Commission, Wellcome Trust, Instituto de Salud Carlos III, National Health and Medical Research Council (Australia), Biotechnology and Biological Sciences Research Council (UK), Royal Society of Edinburgh, University of Edinburgh, Augustinus Foundation, Slovenian Research Agency, Danish Natural Science Research Council, Danish National Research Foundation, Arthritis National Research Foundation, National Institute on Aging (US), Boston University, Alonso, Nerea, Estrada, Karol, Albagha, Omar M. E., Herrera, Lizbeth, Reppe, Sjur, Olstad, Ole K., Gautvik, Kaare M., Ryan, Niamh M., Evans, Kathryn L., Nielson, Carrie M., Hsu, Yi-Hsiang, Kiel, Douglas P., Markozannes, George, Ntzani, Evangelia, Evangelou, Evangelos, Feenstra, Bjarke, Liu, Xueping, Melbye, Mads, Masi, Laura, Brandi, Maria Luisa, Riches, Philip, Daroszewska, Anna, Olmos, José-Manuel, Valero, Carmen, Castillo, Jesús, Riancho, José A., Husted, Lise B., Langdahl, Bente L., Brown, Matthew A., Duncan, Emma L., Kaptoge, Stephen, Khaw, Kay-Tee, Usategui-Martín, Ricardo, Pino-Montes, Javier Del, González-Sarmiento, Rogelio, Lewis, Joshua R., Prince, Richard L., D’Amelio, Patrizia, García-Giralt, Natalia, Nogués, Xavier, Mencej-Bedrac, Simona, Marc, Janja, Wolstein, Orit, Eisman, John A., Oei, Ling, Medina-Gómez, Carolina, Schraut, Katharina E., Navarro, Pau, Wilson, James F., Davies, Gail, Starr, John, Deary, Ian, Tanaka, Toshiko, Ferrucci, Luigi, Gianfrancesco, Fernando, Gennari, Luigi, Lucas, Gavin, Elosua, Roberto, Uitterlinden, André G., Rivadeneira, Fernando, and Ralston, Stuart H.
Abstract: [Objectives]: To identify genetic determinants of susceptibility to clinical vertebral fractures, which is an important complication of osteoporosis., [Methods]: Here we conduct a genome-wide association study in 1553 postmenopausal women with clinical vertebral fractures and 4340 controls, with a two-stage replication involving 1028 cases and 3762 controls. Potentially causal variants were identified using expression quantitative trait loci (eQTL) data from transiliac bone biopsies and bioinformatic studies., [Results]: A locus tagged by rs10190845 was identified on chromosome 2q13, which was significantly associated with clinical vertebral fracture (P=1.04×10−9) with a large effect size (OR 1.74, 95% CI 1.06 to 2.6). Bioinformatic analysis of this locus identified several potentially functional SNPs that are associated with expression of the positional candidate genes TTL (tubulin tyrosine ligase) and SLC20A1 (solute carrier family 20 member 1). Three other suggestive loci were identified on chromosomes 1p31, 11q12 and 15q11. All these loci were novel and had not previously been associated with bone mineral density or clinical fractures., [Conclusion]: We have identified a novel genetic variant that is associated with clinical vertebral fractures by mechanisms that are independent of BMD. Further studies are now in progress to validate this association and evaluate the underlying mechanism.
Published: 2018

33. Genome-wide meta-analysis associates HLA-DQA1/DRB1 and LPA and lifestyle factors with human longevity

Author: Joshi, Peter K, Pirastu, Nicola, Kentistou, Katherine A, Fischer, Krista, Hofer, Edith, Schraut, Katharina E, Clark, David W, Nutile, Teresa, Barnes, Catriona LK, Timmers, Paul RHJ, Shen, Xia, Gandin, Ilaria, McDaid, Aaron F, Hansen, Thomas Folkmann, Gordon, Scott D, Giulianini, Franco, Boutin, Thibaud S, Abdellaoui, Abdel, Zhao, Wei, Medina-Gomez, Carolina, Bartz, Traci M, Trompet, Stella, Lange, Leslie A, Raffield, Laura, van der Spek, Ashley, Galesloot, Tessel E, Proitsi, Petroula, Yanek, Lisa R, Bielak, Lawrence F, Payton, Antony, Murgia, Federico, Concas, Maria Pina, Biino, Ginevra, Tajuddin, Salman M, Seppälä, Ilkka, Amin, Najaf, Boerwinkle, Eric, Børglum, Anders D, Campbell, Archie, Demerath, Ellen W, Demuth, Ilja, Faul, Jessica D, Ford, Ian, Gialluisi, Alessandro, Gögele, Martin, Graff, MariaElisa, Hingorani, Aroon, Hottenga, Jouke-Jan, Hougaard, David M, Hurme, Mikko A, Ikram, M Arfan, Jylhä, Marja, Kuh, Diana, Ligthart, Lannie, Lill, Christina M, Lindenberger, Ulman, Lumley, Thomas, Mägi, Reedik, Marques-Vidal, Pedro, Medland, Sarah E, Milani, Lili, Nagy, Reka, Ollier, William ER, Peyser, Patricia A, Pramstaller, Peter P, Ridker, Paul M, Rivadeneira, Fernando, Ruggiero, Daniela, Saba, Yasaman, Schmidt, Reinhold, Schmidt, Helena, Slagboom, P Eline, Smith, Blair H, Smith, Jennifer A, Sotoodehnia, Nona, Steinhagen-Thiessen, Elisabeth, van Rooij, Frank JA, Verbeek, André L, Vermeulen, Sita H, Vollenweider, Peter, Wang, Yunpeng, Werge, Thomas, Whitfield, John B, Zonderman, Alan B, Lehtimäki, Terho, Evans, Michele K, Pirastu, Mario, Fuchsberger, Christian, Bertram, Lars, Pendleton, Neil, Kardia, Sharon LR, Ciullo, Marina, Becker, Diane M, Wong, Andrew, Psaty, Bruce M, van Duijn, Cornelia M, Wilson, James G, Jukema, J Wouter, Kiemeney, Lambertus, Uitterlinden, André G, Franceschini, Nora, North, Kari E, Weir, David R, Metspalu, Andres, Boomsma, Dorret I, Hayward, Caroline, Chasman, Daniel, Martin, Nicholas G, Sattar, Naveed, Campbell, Harry, Esko, Tōnu, Kutalik, Zoltán, Wilson, James F, Joshi, Peter K, Pirastu, Nicola, Kentistou, Katherine A, Fischer, Krista, Hofer, Edith, Schraut, Katharina E, Clark, David W, Nutile, Teresa, Barnes, Catriona LK, Timmers, Paul RHJ, Shen, Xia, Gandin, Ilaria, McDaid, Aaron F, Hansen, Thomas Folkmann, Gordon, Scott D, Giulianini, Franco, Boutin, Thibaud S, Abdellaoui, Abdel, Zhao, Wei, Medina-Gomez, Carolina, Bartz, Traci M, Trompet, Stella, Lange, Leslie A, Raffield, Laura, van der Spek, Ashley, Galesloot, Tessel E, Proitsi, Petroula, Yanek, Lisa R, Bielak, Lawrence F, Payton, Antony, Murgia, Federico, Concas, Maria Pina, Biino, Ginevra, Tajuddin, Salman M, Seppälä, Ilkka, Amin, Najaf, Boerwinkle, Eric, Børglum, Anders D, Campbell, Archie, Demerath, Ellen W, Demuth, Ilja, Faul, Jessica D, Ford, Ian, Gialluisi, Alessandro, Gögele, Martin, Graff, MariaElisa, Hingorani, Aroon, Hottenga, Jouke-Jan, Hougaard, David M, Hurme, Mikko A, Ikram, M Arfan, Jylhä, Marja, Kuh, Diana, Ligthart, Lannie, Lill, Christina M, Lindenberger, Ulman, Lumley, Thomas, Mägi, Reedik, Marques-Vidal, Pedro, Medland, Sarah E, Milani, Lili, Nagy, Reka, Ollier, William ER, Peyser, Patricia A, Pramstaller, Peter P, Ridker, Paul M, Rivadeneira, Fernando, Ruggiero, Daniela, Saba, Yasaman, Schmidt, Reinhold, Schmidt, Helena, Slagboom, P Eline, Smith, Blair H, Smith, Jennifer A, Sotoodehnia, Nona, Steinhagen-Thiessen, Elisabeth, van Rooij, Frank JA, Verbeek, André L, Vermeulen, Sita H, Vollenweider, Peter, Wang, Yunpeng, Werge, Thomas, Whitfield, John B, Zonderman, Alan B, Lehtimäki, Terho, Evans, Michele K, Pirastu, Mario, Fuchsberger, Christian, Bertram, Lars, Pendleton, Neil, Kardia, Sharon LR, Ciullo, Marina, Becker, Diane M, Wong, Andrew, Psaty, Bruce M, van Duijn, Cornelia M, Wilson, James G, Jukema, J Wouter, Kiemeney, Lambertus, Uitterlinden, André G, Franceschini, Nora, North, Kari E, Weir, David R, Metspalu, Andres, Boomsma, Dorret I, Hayward, Caroline, Chasman, Daniel, Martin, Nicholas G, Sattar, Naveed, Campbell, Harry, Esko, Tōnu, Kutalik, Zoltán, and Wilson, James F
Abstract: Genomic analysis of longevity offers the potential to illuminate the biology of human aging. Here, using genome-wide association meta-analysis of 606,059 parents' survival, we discover two regions associated with longevity (HLA-DQA1/DRB1 and LPA). We also validate previous suggestions that APOE, CHRNA3/5, CDKN2A/B, SH2B3 and FOXO3A influence longevity. Next we show that giving up smoking, educational attainment, openness to new experience and high-density lipoprotein (HDL) cholesterol levels are most positively genetically correlated with lifespan while susceptibility to coronary artery disease (CAD), cigarettes smoked per day, lung cancer, insulin resistance and body fat are most negatively correlated. We suggest that the effect of education on lifespan is principally mediated through smoking while the effect of obesity appears to act via CAD. Using instrumental variables, we suggest that an increase of one body mass index unit reduces lifespan by 7 months while 1 year of education adds 11 months to expected lifespan.Variability in human longevity is genetically influenced. Using genetic data of parental lifespan, the authors identify associations at HLA-DQA/DRB1 and LPA and find that genetic variants that increase educational attainment have a positive effect on lifespan whereas increasing BMI negatively affects lifespan.
Published: 2017

34. Identification of a novel locus on chromosome 2q13, which predisposes to clinical vertebral fractures independently of bone density

Author: Alonso, Nerea, primary, Estrada, Karol, additional, Albagha, Omar M E, additional, Herrera, Lizbeth, additional, Reppe, Sjur, additional, Olstad, Ole K, additional, Gautvik, Kaare M, additional, Ryan, Niamh M, additional, Evans, Kathryn L, additional, Nielson, Carrie M, additional, Hsu, Yi-Hsiang, additional, Kiel, Douglas P, additional, Markozannes, George, additional, Ntzani, Evangelia E, additional, Evangelou, Evangelos, additional, Feenstra, Bjarke, additional, Liu, Xueping, additional, Melbye, Mads, additional, Masi, Laura, additional, Brandi, Maria Luisa, additional, Riches, Philip, additional, Daroszewska, Anna, additional, Olmos, José Manuel, additional, Valero, Carmen, additional, Castillo, Jesús, additional, Riancho, José A, additional, Husted, Lise B, additional, Langdahl, Bente L, additional, Brown, Matthew A, additional, Duncan, Emma L, additional, Kaptoge, Stephen, additional, Khaw, Kay-Tee, additional, Usategui-Martín, Ricardo, additional, Del Pino-Montes, Javier, additional, González-Sarmiento, Rogelio, additional, Lewis, Joshua R, additional, Prince, Richard L, additional, D’Amelio, Patrizia, additional, García-Giralt, Natalia, additional, Nogués, Xavier, additional, Mencej-Bedrac, Simona, additional, Marc, Janja, additional, Wolstein, Orit, additional, Eisman, John A, additional, Oei, Ling, additional, Medina-Gómez, Carolina, additional, Schraut, Katharina E, additional, Navarro, Pau, additional, Wilson, James F, additional, Davies, Gail, additional, Starr, John, additional, Deary, Ian, additional, Tanaka, Toshiko, additional, Ferrucci, Luigi, additional, Gianfrancesco, Fernando, additional, Gennari, Luigi, additional, Lucas, Gavin, additional, Elosua, Roberto, additional, Uitterlinden, André G, additional, Rivadeneira, Fernando, additional, and Ralston, Stuart H, additional
Published: 2017
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35. Novel locus influencing retinal venular tortuosity is also associated with risk of coronary artery disease

Author: Veluchamy, Abirami, primary, Ballerini, Lucia, additional, Vitart, Veronique, additional, Schraut, Katharina E, additional, Kirin, Mirna, additional, Campbell, Harry, additional, Joshi, Peter K, additional, Relan, Devanjali, additional, Harris, Sarah, additional, Brown, Ellie, additional, Vaidya, Suraj K, additional, Dhillon, Bal, additional, Zhou, Kaixin, additional, Pearson, Ewan R, additional, Hayward, Caroline, additional, Polasek, Ozren, additional, Deary, Ian J, additional, MacGillivray, Thomas, additional, Wilson, James F, additional, Trucco, Emanuele, additional, Palmer, Colin NA, additional, and Doney, Alexander S F, additional
Published: 2017
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36. Fine mapping the CETP region reveals a common intronic insertion associated to HDL-C

Author: van Leeuwen, Elisabeth M., Huffman, Jennifer E., Bis, Joshua C., Isaacs, Aaron, Mulder, Monique, Sabo, Aniko, Smith, Albert V., Demissie, Serkalem, Manichaikul, Ani, Brody, Jennifer A., Feitosa, Mary F., Duan, Qing, Schraut, Katharina E., Navarro, Pau, van Vliet-Ostaptchouk, Jana V., Zhu, Gu, Mbarek, Hamdi, Trompet, Stella, Verweij, Niek, Lyytikäinen, Leo Pekka, Deelen, Joris, Nolte, Ilja M., van der Laan, Sander W., Davies, Gail, Vermeij-Verdoold, Andrea J.M., van Oosterhout, Andy A.L.J., Vergeer-Drop, Jeannette M., Arking, Dan E., Trochet, Holly, Medina-Gomez, Carolina, Rivadeneira, Fernando, Uitterlinden, Andre G., Dehghan, Abbas, Franco, Oscar H., Sijbrands, Eric J., Hofman, Albert, White, Charles C., Mychaleckyj, Josyf C., Peloso, Gina M., Swertz, Morris A., Willemsen, Gonneke, de Geus, Eco J., Milaneschi, Yuri, Penninx, Brenda W.J.H., Ford, Ian, Buckley, Brendan M., de Craen, Anton J.M., Starr, John M., Deary, Ian J., Pasterkamp, Gerard, Generation Scotland, LifeLines Cohort Study, and CHARGE Lipids Working Group
Subjects: Ageing, Geriatrics and Gerontology
Abstract: BACKGROUND: Individuals with exceptional longevity and their offspring have significantly larger high-density lipoprotein concentrations (HDL-C) particle sizes due to the increased homozygosity for the I405V variant in the cholesteryl ester transfer protein (CETP) gene. In this study, we investigate the association of CETP and HDL-C further to identify novel, independent CETP variants associated with HDL-C in humans. METHODS: We performed a meta-analysis of HDL-C within the CETP region using 59,432 individuals imputed with 1000 Genomes data. We performed replication in an independent sample of 47,866 individuals and validation was done by Sanger sequencing. RESULTS: The meta-analysis of HDL-C within the CETP region identified five independent variants, including an exonic variant and a common intronic insertion. We replicated these 5 variants significantly in an independent sample of 47,866 individuals. Sanger sequencing of the insertion within a single family confirmed segregation of this variant. The strongest reported association between HDL-C and CETP variants, was rs3764261; however, after conditioning on the five novel variants we identified the support for rs3764261 was highly reduced (βunadjusted = 3.179 mg/dl (P value = 5.25 × 10−509), βadjusted = 0.859 mg/dl (P value = 9.51 × 10− 25)), and this finding suggests that these five novel variants may partly explain the association of CETP with HDL-C. Indeed, three of the five novel variants (rs34065661, rs5817082, rs7499892) are independent of rs3764261. CONCLUSIONS: The causal variants in CETP that account for the association with HDL-C remain unknown. We used studies imputed to the 1000 Genomes reference panel for fine mapping of the CETP region. We identified and validated five variants within this region that may partly account for the association of the known variant (rs3764261), as well as other sources of genetic contribution to HDL-C.
Published: 2015

37. Variants near CHRNA3/5 and APOE have age- and sex-related effects on human lifespan

Author: Joshi, Peter K., primary, Fischer, Krista, additional, Schraut, Katharina E., additional, Campbell, Harry, additional, Esko, Tõnu, additional, and Wilson, James F., additional
Published: 2016
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38. Fine mapping the CETP region reveals a common intronic insertion associated to HDL-C

Author: Experimentele Afd. Cardiologie 1, UMC Utrecht, Circulatory Health, Onderzoek Vrouw Hart & Vaatziekten, van Leeuwen, Elisabeth M., Huffman, Jennifer E., Bis, Joshua C., Isaacs, Aaron, Mulder, Monique, Sabo, Aniko, Smith, Albert V., Demissie, Serkalem, Manichaikul, Ani, Brody, Jennifer A., Feitosa, Mary F., Duan, Qing, Schraut, Katharina E., Navarro, Pau, van Vliet-Ostaptchouk, Jana V., Zhu, Gu, Mbarek, Hamdi, Trompet, Stella, Verweij, Niek, Lyytikäinen, Leo Pekka, Deelen, Joris, Nolte, Ilja M., van der Laan, Sander W., Davies, Gail, Vermeij-Verdoold, Andrea J.M., van Oosterhout, Andy A.L.J., Vergeer-Drop, Jeannette M., Arking, Dan E., Trochet, Holly, Medina-Gomez, Carolina, Rivadeneira, Fernando, Uitterlinden, Andre G., Dehghan, Abbas, Franco, Oscar H., Sijbrands, Eric J., Hofman, Albert, White, Charles C., Mychaleckyj, Josyf C., Peloso, Gina M., Swertz, Morris A., Willemsen, Gonneke, de Geus, Eco J., Milaneschi, Yuri, Penninx, Brenda W.J.H., Ford, Ian, Buckley, Brendan M., de Craen, Anton J.M., Starr, John M., Deary, Ian J., Pasterkamp, Gerard, Generation Scotland, LifeLines Cohort Study, CHARGE Lipids Working Group, Experimentele Afd. Cardiologie 1, UMC Utrecht, Circulatory Health, Onderzoek Vrouw Hart & Vaatziekten, van Leeuwen, Elisabeth M., Huffman, Jennifer E., Bis, Joshua C., Isaacs, Aaron, Mulder, Monique, Sabo, Aniko, Smith, Albert V., Demissie, Serkalem, Manichaikul, Ani, Brody, Jennifer A., Feitosa, Mary F., Duan, Qing, Schraut, Katharina E., Navarro, Pau, van Vliet-Ostaptchouk, Jana V., Zhu, Gu, Mbarek, Hamdi, Trompet, Stella, Verweij, Niek, Lyytikäinen, Leo Pekka, Deelen, Joris, Nolte, Ilja M., van der Laan, Sander W., Davies, Gail, Vermeij-Verdoold, Andrea J.M., van Oosterhout, Andy A.L.J., Vergeer-Drop, Jeannette M., Arking, Dan E., Trochet, Holly, Medina-Gomez, Carolina, Rivadeneira, Fernando, Uitterlinden, Andre G., Dehghan, Abbas, Franco, Oscar H., Sijbrands, Eric J., Hofman, Albert, White, Charles C., Mychaleckyj, Josyf C., Peloso, Gina M., Swertz, Morris A., Willemsen, Gonneke, de Geus, Eco J., Milaneschi, Yuri, Penninx, Brenda W.J.H., Ford, Ian, Buckley, Brendan M., de Craen, Anton J.M., Starr, John M., Deary, Ian J., Pasterkamp, Gerard, Generation Scotland, LifeLines Cohort Study, and CHARGE Lipids Working Group
Published: 2015

39. Maternal and fetal genetic effects on birth weight and their relevance to cardio-metabolic risk factors

Author: Warrington, Nicole M., Beaumont, Robin N., Horikoshi, Momoko, Day, Felix R., Helgeland, Øyvind, Laurin, Charles, Bacelis, Jonas, Peng, Shouneng, Hao, Ke, Feenstra, Bjarke, Wood, Andrew R., Mahajan, Anubha, Tyrrell, Jessica, Robertson, Neil R., Rayner, N. William, Qiao, Zhen, Moen, Gunn-Helen, Vaudel, Marc, Marsit, Carmen J., Chen, Jia, Nodzenski, Michael, Schnurr, Theresia M., Zafarmand, Mohammad H., Bradfield, Jonathan P., Grarup, Niels, Kooijman, Marjolein N., Li-Gao, Ruifang, Geller, Frank, Ahluwalia, Tarunveer S., Paternoster, Lavinia, Rueedi, Rico, Huikari, Ville, Hottenga, Jouke-Jan, Lyytikäinen, Leo-Pekka, Cavadino, Alana, Metrustry, Sarah, Cousminer, Diana L., Wu, Ying, Thiering, Elisabeth, Wang, Carol A., Have, Christian T., Vilor-Tejedor, Natalia, Joshi, Peter K., Painter, Jodie N., Ntalla, Ioanna, Myhre, Ronny, Pitkänen, Niina, van Leeuwen, Elisabeth M., Joro, Raimo, Lagou, Vasiliki, Richmond, Rebecca C., Espinosa, Ana, Barton, Sheila J., Inskip, Hazel M., Holloway, John W., Santa-Marina, Loreto, Estivill, Xavier, Ang, Wei, Marsh, Julie A., Reichetzeder, Christoph, Marullo, Letizia, Hocher, Berthold, Lunetta, Kathryn L., Murabito, Joanne M., Relton, Caroline L., Kogevinas, Manolis, Chatzi, Leda, Allard, Catherine, Bouchard, Luigi, Hivert, Marie-France, Zhang, Ge, Muglia, Louis J., Heikkinen, Jani, Morgen, Camilla S., van Kampen, Antoine H. C., van Schaik, Barbera D. C., Mentch, Frank D., Langenberg, Claudia, Luan, Jian’an, Scott, Robert A., Zhao, Jing Hua, Hemani, Gibran, Ring, Susan M., Bennett, Amanda J., Gaulton, Kyle J., Fernandez-Tajes, Juan, van Zuydam, Natalie R., Medina-Gomez, Carolina, de Haan, Hugoline G., Rosendaal, Frits R., Kutalik, Zoltán, Marques-Vidal, Pedro, Das, Shikta, Willemsen, Gonneke, Mbarek, Hamdi, Müller-Nurasyid, Martina, Standl, Marie, Appel, Emil V. R., Fonvig, Cilius E., Trier, Caecilie, van Beijsterveldt, Catharina E. M., Murcia, Mario, Bustamante, Mariona, Bonas-Guarch, Sílvia, Hougaard, David M., Mercader, Josep M., Linneberg, Allan, Schraut, Katharina E., Lind, Penelope A., Medland, Sarah E., Shields, Beverley M., Knight, Bridget A., Chai, Jin-Fang, Panoutsopoulou, Kalliope, Bartels, Meike, Sánchez, Friman, Stokholm, Jakob, Torrents, David, Vinding, Rebecca K., Willems, Sara M., Atalay, Mustafa, Chawes, Bo L., Kovacs, Peter, Prokopenko, Inga, Tuke, Marcus A., Yaghootkar, Hanieh, Ruth, Katherine S., Jones, Samuel E., Loh, Po-Ru, Murray, Anna, Weedon, Michael N., Tönjes, Anke, Stumvoll, Michael, Michaelsen, Kim F., Eloranta, Aino-Maija, Lakka, Timo A., van Duijn, Cornelia M., Kiess, Wieland, Körner, Antje, Niinikoski, Harri, Pahkala, Katja, Raitakari, Olli T., Jacobsson, Bo, Zeggini, Eleftheria, Dedoussis, George V., Teo, Yik-Ying, Saw, Seang-Mei, Montgomery, Grant W., Campbell, Harry, Wilson, James F., Vrijkotte, Tanja G. M., Vrijheid, Martine, de Geus, Eco J. C. N., Hayes, M. Geoffrey, Kadarmideen, Haja N., Holm, Jens-Christian, Beilin, Lawrence J., Pennell, Craig E., Heinrich, Joachim, Adair, Linda S., Borja, Judith B., Mohlke, Karen L., Eriksson, Johan G., Widén, Elisabeth E., Hattersley, Andrew T., Spector, Tim D., Kähönen, Mika, Viikari, Jorma S., Lehtimäki, Terho, Boomsma, Dorret I., Sebert, Sylvain, Vollenweider, Peter, Sørensen, Thorkild I. A., Bisgaard, Hans, Bønnelykke, Klaus, Murray, Jeffrey C., Melbye, Mads, Nohr, Ellen A., Mook-Kanamori, Dennis O., Rivadeneira, Fernando, Hofman, Albert, Felix, Janine F., Jaddoe, Vincent W. V., Hansen, Torben, Pisinger, Charlotta, Vaag, Allan A., Pedersen, Oluf, Uitterlinden, André G., Järvelin, Marjo-Riitta, Power, Christine, Hyppönen, Elina, Scholtens, Denise M., Lowe, William L., Davey Smith, George, Timpson, Nicholas J., Morris, Andrew P., Wareham, Nicholas J., Hakonarson, Hakon, Grant, Struan F. A., Frayling, Timothy M., Lawlor, Debbie A., Njølstad, Pål R., Johansson, Stefan, Ong, Ken K., McCarthy, Mark I., Perry, John R. B., Evans, David M., and Freathy, Rachel M.
Abstract: Birth weight variation is influenced by fetal and maternal genetic and non-genetic factors, and has been reproducibly associated with future cardio-metabolic health outcomes. In expanded genome-wide association analyses of own birth weight (n= 321,223) and offspring birth weight (n= 230,069 mothers), we identified 190 independent association signals (129 of which are novel). We used structural equation modeling to decompose the contributions of direct fetal and indirect maternal genetic effects, then applied Mendelian randomization to illuminate causal pathways. For example, both indirect maternal and direct fetal genetic effects drive the observational relationship between lower birth weight and higher later blood pressure: maternal blood pressure-raising alleles reduce offspring birth weight, but only direct fetal effects of these alleles, once inherited, increase later offspring blood pressure. Using maternal birth weight-lowering genotypes to proxy for an adverse intrauterine environment provided no evidence that it causally raises offspring blood pressure, indicating that the inverse birth weight–blood pressure association is attributable to genetic effects, and not to intrauterine programming.
Published: 2019
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40. Variants near CHRNA3/5 and APOE have age- and sex-related effects on human lifespan

Author: Joshi, Peter K., Fischer, Krista, Schraut, Katharina E., Campbell, Harry, Esko, Tõnu, and Wilson, James F.
Abstract: Lifespan is a trait of enormous personal interest. Research into the biological basis of human lifespan, however, is hampered by the long time to death. Using a novel approach of regressing (272,081) parental lifespans beyond age 40 years on participant genotype in a new large data set (UK Biobank), we here show that common variants near the apolipoprotein E and nicotinic acetylcholine receptor subunit alpha 5 genes are associated with lifespan. The effects are strongly sex and age dependent, with APOE ɛ4 differentially influencing maternal lifespan (P=4.2 × 10−15, effect −1.24 years of maternal life per imputed risk allele in parent; sex difference, P=0.011), and a locus near CHRNA3/5 differentially affecting paternal lifespan (P=4.8 × 10−11, effect −0.86 years per allele; sex difference P=0.075). Rare homozygous carriers of the risk alleles at both loci are predicted to have 3.3–3.7 years shorter lives.
Published: 2016
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41. Genomic analyses identify hundreds of variants associated with age at menarche and support a role for puberty timing in cancer risk

Author: Martin, Nicholas G., Gudbjartsson, Daniel F., Nutile, Teresa, De Mutsert, Renée, Ong, Ken K., Tung, Joyce Y., Timpson, Nicholas J., Easton, Douglas F., Meitinger, Thomas, Franceschini, Nora, Crisponi, Laura, Ulivi, Sheila, Sulem, Patrick, Völzke, Henry, Völker, Uwe, Flesch-Janys, Dieter, Mulligan, Anna M., Perjakova, Natalia, Karasik, David, Chenevix-Trench, Georgia, Bandinelli, Stefania, Järvelin, Marjo-Riitta, Pharoah, Paul D.P., Vitart, Veronique, Scott, Robert A., Tanaka, Toshiko, Paternoster, Lavinia, Rueedi, Rico, Altmaier, Elisabeth, Murray, Anna, Palotie, Aarno, Mägi, Reedik, Catamo, Eulalia, Grallert, Harald, McMahon, George, Mbarek, Hamdi, Joshi, Peter K., Tyrer, Jonathan P., Giri, Ayush, Hopper, John L., Boerwinkle, Eric, Spector, Tim D., Loh, Po-Ru, Alizadeh, Behrooz Z., Barbieri, Caterina M., Rahman, Iffat, Ikram, M. Arfan, Amini, Marzyeh, Magnusson, Patrik K.E., Wang, Qin, Lawlor, Debbie A., Hu, Frank, Hartman, Catharina A., Willemsen, Gonneke, Padmanabhan, Sandosh, Southey, Melissa C., Schraut, Katharina E., Montgomery, Grant W., Brauch, Hiltrud, Couch, Fergus J., Heiss, Gerardo, Luan, Jian'An, Murabito, Joanne M., Pedersen, Nancy, Beckmann, Matthias W., Thorsteindottir, Unnur, Wareham, Nicholas J., Cucca, Francesco, Noordam, Raymond, Im, Hae Kyung, Visser, Jenny A., Teumer, Alexander, McCarthy, Mark I., Liu, Yongmei, Oldehinkel, Albertine J., Rudan, Igor, Czene, Kamila, Hamann, Ute, Menni, Cristina, Medland, Sarah E., Kolcic, Ivana, Polasek, Ozren, Demerath, Ellen, Li, Jingmei, Mook-Kanamori, Dennis O., Smith, Albert V., Toniolo, Daniela, Lenarduzzi, Stefania, Zhao, Jing Hua, Uitterlinden, André G., Campbell, Harry, Stöckl, Doris, Segrè, Ayellet V., Day, Felix R., Benitez, Javier, Andrulis, Irene L., Ridker, Paul M., Nyholt, Dale R., Edwards, Digna R. Velez, Mannermaa, Arto, Gabrielson, Marike, Boutin, Thibaud, Wolffenbuttel, Bruce H.R., Launer, Lenore J., Lindstrom, Sara, Meisinger, Christa, Buring, Julie E., Whalen, Sean, Zoledziewska, Magdalena, Milne, Roger L., Rosendaal, Frits R., Helgason, Hannes, Lunetta, Kathryn L., Mangino, Massimo, Tikkanen, Emmi, Hallberg, Emily, Cox, Angela, Strauch, Konstantin, Pollard, Katherine S., Hottenga, Jouke J., Widen, Elisabeth, Gieger, Christian, Gandin, Ilaria, Dunning, Alison M., Kraft, Peter, Dos-Santos-Silva, Isabel, Van Dijk, Ko Willems, Brand, Judith S., Giles, Graham G., Stolk, Lisette, Michailidou, Kyriaki, Bolla, Manjeet K., Fernández-Rhodes, Lindsay, Hinds, David, Davey Smith, George, Bochud, Murielle, Radice, Paolo, Marco, Brumat, Fasching, Peter A., Chang-Claude, Jenny, Price, Alkes L., Lind, Penelope A., Ruggiero, Daniela, Campbell, Archie, Robino, Antonietta, Hall, Per, Laven, Joop S.E., Metspalu, Andres, Finucane, Hilary, Lambrechts, Diether, Navarro, Pau, Devilee, Peter, Nevanlinna, Heli, O'Mara, Tracy A., Peto, Julian, Ferrucci, Luigi, Schmidt, Marjanka K., Corre, Tanguy, Sorice, Rossella, Ring, Susan M., Winqvist, Robert, Harris, Tamara B., Hayward, Caroline, De Vivo, Immaculata, Dennis, Joe, Porteous, David, Brenner, Hermann, Guénel, Pascal, Kutalik, Zoltan, Truong, Thérèse, Nohr, Ellen A., Perry, John R.B., Porcu, Eleonora, Eriksson, Johan G., Karlsson, Robert, Chanock, Stephen, Esko, Tõnu, Zygmunt, Marek, Nalls, Mike A., Stampfer, Meir, De Geus, Eco J.C.N., Snieder, Harold, Franke, Lude, Boomsma, Dorret I., Bojesen, Stig E., Sala, Cinzia F., Spurdle, Amanda B., Sarkar, Abhishek K., Brüning, Thomas, Hunter, David J., Gudnason, Vilmundur, Chasman, Daniel I., Stefansson, Kari, Vollenweider, Peter, Cousminer, Diana L., Albrecht, Eva, Steri, Maristella, Milani, Lili, Thompson, Deborah J., Broer, Linda, Rose, Lynda M., Lachance, Genevieve, Shah, Mitul, Bergmann, Sven, Ciullo, Marina, Peters, Annette, Pouta, Anneli, Hooning, Maartje J., Langenberg, Claudia, Ruth, Katherine S., Sovio, Ulla, Traglia, Michela, Nolte, Ilja M., He, Chunyan, Wilson, James F., and Kellis, Manolis
Subjects: 2. Zero hunger, 3. Good health
Abstract: The timing of puberty is a highly polygenic childhood trait that is epidemiologically associated with various adult diseases. Using 1000 Genomes Project-imputed genotype data in up to similar to 370,000 women, we identify 389 independent signals (P

42. Identification of a novel locus on chromosome 2q13, which predisposes to clinical vertebral fractures independently of bone density

Author: Alonso, Nerea, Estrada, Karol, Albagha, Omar ME, Herrera, Lizbeth, Reppe, Sjur, Olstad, Ole K, Gautvik, Kaare M, Ryan, Niamh M, Evans, Kathryn L, Nielson, Carrie M, Hsu, Yi-Hsiang, Kiel, Douglas P, Markozannes, George, Ntzani, Evangelia E, Evangelou, Evangelos, Feenstra, Bjarke, Liu, Xueping, Melbye, Mads, Masi, Laura, Brandi, Maria Luisa, Riches, Philip, Daroszewska, Anna, Olmos, José Manuel, Valero, Carmen, Castillo, Jesús, Riancho, José A, Husted, Lise B, Langdahl, Bente L, Brown, Matthew A, Duncan, Emma L, Kaptoge, Stephen, Khaw, Kay-Tee, Usategui-Martín, Ricardo, Del Pino-Montes, Javier, González-Sarmiento, Rogelio, Lewis, Joshua R, Prince, Richard L, D'Amelio, Patrizia, García-Giralt, Natalia, Nogués, Xavier, Mencej-Bedrac, Simona, Marc, Janja, Wolstein, Orit, Eisman, John A, Oei, Ling, Medina-Gómez, Carolina, Schraut, Katharina E, Navarro, Pau, Wilson, James F, Davies, Gail, Starr, John, Deary, Ian, Tanaka, Toshiko, Ferrucci, Luigi, Gianfrancesco, Fernando, Gennari, Luigi, Lucas, Gavin, Elosua, Roberto, Uitterlinden, André G, Rivadeneira, Fernando, and Ralston, Stuart H
Subjects: Aged, 80 and over, gene polymorphism, Genotype, Quantitative Trait Loci, Middle Aged, osteoporosis, Polymorphism, Single Nucleotide, 3. Good health, Postmenopause, Bone Density, Chromosomes, Human, Pair 2, Humans, Spinal Fractures, Female, Genetic Predisposition to Disease, bone mineral density, Osteoporotic Fractures, Aged, Genome-Wide Association Study
Abstract: OBJECTIVES: To identify genetic determinants of susceptibility to clinical vertebral fractures, which is an important complication of osteoporosis. METHODS: Here we conduct a genome-wide association study in 1553 postmenopausal women with clinical vertebral fractures and 4340 controls, with a two-stage replication involving 1028 cases and 3762 controls. Potentially causal variants were identified using expression quantitative trait loci (eQTL) data from transiliac bone biopsies and bioinformatic studies. RESULTS: A locus tagged by rs10190845 was identified on chromosome 2q13, which was significantly associated with clinical vertebral fracture (P=1.04×10-9) with a large effect size (OR 1.74, 95% CI 1.06 to 2.6). Bioinformatic analysis of this locus identified several potentially functional SNPs that are associated with expression of the positional candidate genes TTL (tubulin tyrosine ligase) and SLC20A1 (solute carrier family 20 member 1). Three other suggestive loci were identified on chromosomes 1p31, 11q12 and 15q11. All these loci were novel and had not previously been associated with bone mineral density or clinical fractures. CONCLUSION: We have identified a novel genetic variant that is associated with clinical vertebral fractures by mechanisms that are independent of BMD. Further studies are now in progress to validate this association and evaluate the underlying mechanism.

43. Genome-wide meta-analysis associates HLA-DQA1/DRB1 and LPA and lifestyle factors with human longevity

Author: Hofer, Edith, Schmidt, Reinhold, Ikram, M. Arfan, Lumley, Thomas, Wilson, James G., Nagy, Reka, Graff, Mariaelisa, Boomsma, Dorret I., Proitsi, Petroula, Barnes, Catriona L. K., Whitfield, John B., McDaid, Aaron F., Ciullo, Marina, Kuh, Diana, Rivadeneira, Fernando, Uitterlinden, André G., Saba, Yasaman, Kiemeney, Lambertus, Kutalik, Zoltán, Tajuddin, Salman M., Kentistou, Katherine A., Galesloot, Tessel E., Biino, Ginevra, Milani, Lili, Wilson, James F., Franceschini, Nora, Van Rooij, Frank J. A., Hougaard, David M., Hurme, Mikko A., Zhao, Wei, Lindenberger, Ulman, Gordon, Scott D., Van Duijn, Cornelia M., Schmidt, Helena, Nutile, Teresa, Børglum, Anders D., Pirastu, Nicola, Vermeulen, Sita H., Metspalu, Andres, Ford, Ian, Fuchsberger, Christian, Schraut, Katharina E., North, Kari E., Becker, Diane M., Werge, Thomas, Boerwinkle, Eric, Vollenweider, Peter, Smith, Blair H., Payton, Antony, Wong, Andrew, Kardia, Sharon L. R., Abdellaoui, Abdel, Fischer, Krista, Hottenga, Jouke-Jan, Van Der Spek, Ashley, Pendleton, Neil, Joshi, Peter K., Mägi, Reedik, Yanek, Lisa R., Chasman, Daniel, Bielak, Lawrence F., Giulianini, Franco, Verbeek, André L., Sotoodehnia, Nona, Lehtimäki, Terho, Bertram, Lars, Peyser, Patricia A., Martin, Nicholas G., Timmers, Paul R. H. J., Zonderman, Alan B., Ollier, William E. R., Raffield, Laura, Lange, Leslie A., Shen, Xia, Lill, Christina M., Concas, Maria Pina, Pramstaller, Peter P., Jylhä, Marja, Steinhagen-Thiessen, Elisabeth, Evans, Michele K., Amin, Najaf, Medland, Sarah E., Hingorani, Aroon, Gögele, Martin, Pirastu, Mario, Trompet, Stella, Smith, Jennifer A., Gialluisi, Alessandro, Jukema, J. Wouter, Ridker, Paul M., Gandin, Ilaria, Boutin, Thibaud S., Campbell, Archie, Medina-Gomez, Carolina, Demuth, Ilja, Faul, Jessica D., Murgia, Federico, Clark, David W., Marques-Vidal, Pedro, Weir, David R., Hansen, Thomas Folkmann, Sattar, Naveed, Hayward, Caroline, Esko, Tonu, Seppälä, Ilkka, Campbell, Harry, Wang, Yunpeng, Ruggiero, Daniela, Demerath, Ellen W., Slagboom, P. Eline, Bartz, Traci M., Ligthart, Lannie, and Psaty, Bruce M.
Subjects: 2. Zero hunger, 3. Good health
Abstract: Genomic analysis of longevity offers the potential to illuminate the biology of human aging. Here, using genome-wide association meta-analysis of 606,059 parents' survival, we discover two regions associated with longevity (HLA-DQA1/DRB1 and LPA). We also validate previous suggestions that APOE, CHRNA3/5, CDKN2A/B, SH2B3 and FOXO3A influence longevity. Next we show that giving up smoking, educational attainment, openness to new experience and high-density lipoprotein (HDL) cholesterol levels are most positively genetically correlated with lifespan while susceptibility to coronary artery disease (CAD), cigarettes smoked per day, lung cancer, insulin resistance and body fat are most negatively correlated. We suggest that the effect of education on lifespan is principally mediated through smoking while the effect of obesity appears to act via CAD. Using instrumental variables, we suggest that an increase of one body mass index unit reduces lifespan by 7 months while 1 year of education adds 11 months to expected lifespan.Variability in human longevity is genetically influenced. Using genetic data of parental lifespan, the authors identify associations at HLA-DQA/DRB1 and LPA and find that genetic variants that increase educational attainment have a positive effect on lifespan whereas increasing BMI negatively affects lifespan.

44. Genome Analyses of >200,000 Individuals Identify 58 Loci for Chronic Inflammation and Highlight Pathways that Link Inflammation and Complex Disorders

Author: Ligthart, Symen, Vaez, Ahmad, Võsa, Urmo, Stathopoulou, Maria G, De Vries, Paul S, Prins, Bram P, Van Der Most, Peter J, Tanaka, Toshiko, Naderi, Elnaz, Rose, Lynda M, Wu, Ying, Karlsson, Robert, Barbalic, Maja, Lin, Honghuang, Pool, René, Zhu, Gu, Macé, Aurélien, Sidore, Carlo, Trompet, Stella, Mangino, Massimo, Sabater-Lleal, Maria, Kemp, John P, Abbasi, Ali, Kacprowski, Tim, Verweij, Niek, Smith, Albert V, Huang, Tao, Marzi, Carola, Feitosa, Mary F, Lohman, Kurt K, Kleber, Marcus E, Milaneschi, Yuri, Mueller, Christian, Huq, Mahmudul, Vlachopoulou, Efthymia, Lyytikäinen, Leo-Pekka, Oldmeadow, Christopher, Deelen, Joris, Perola, Markus, Zhao, Jing Hua, Feenstra, Bjarke, Amini, Marzyeh, Lahti, Jari, Schraut, Katharina E, Fornage, Myriam, Suktitipat, Bhoom, Chen, Wei-Min, Li, Xiaohui, Nutile, Teresa, Malerba, Giovanni, Luan, Jian'an, Bak, Tom, Schork, Nicholas, Del Greco M, Fabiola, Thiering, Elisabeth, Mahajan, Anubha, Marioni, Riccardo E, Mihailov, Evelin, Eriksson, Joel, Ozel, Ayse Bilge, Zhang, Weihua, Nethander, Maria, Cheng, Yu-Ching, Aslibekyan, Stella, Ang, Wei, Gandin, Ilaria, Yengo, Loïc, Portas, Laura, Kooperberg, Charles, Hofer, Edith, Rajan, Kumar B, Schurmann, Claudia, Den Hollander, Wouter, Ahluwalia, Tarunveer S, Zhao, Jing, Draisma, Harmen H M, Ford, Ian, Timpson, Nicholas, Teumer, Alexander, Huang, Hongyan, Wahl, Simone, Liu, YongMei, Huang, Jie, Uh, Hae-Won, Geller, Frank, Joshi, Peter K, Yanek, Lisa R, Trabetti, Elisabetta, Lehne, Benjamin, Vozzi, Diego, Verbanck, Marie, Biino, Ginevra, Saba, Yasaman, Meulenbelt, Ingrid, O'Connell, Jeff R, Laakso, Markku, Giulianini, Franco, Magnusson, Patrik K E, Ballantyne, Christie M, Hottenga, Jouke Jan, Montgomery, Grant W, Rivadineira, Fernando, Rueedi, Rico, Steri, Maristella, Herzig, Karl-Heinz, Stott, David J, Menni, Cristina, Frånberg, Mattias, St Pourcain, Beate, Felix, Stephan B, Pers, Tune H, Bakker, Stephan J L, Kraft, Peter, Peters, Annette, Vaidya, Dhananjay, Delgado, Graciela, Smit, Johannes H, Großmann, Vera, Sinisalo, Juha, Seppälä, Ilkka, Williams, Stephen R, Holliday, Elizabeth G, Moed, Matthijs, Langenberg, Claudia, Räikkönen, Katri, Ding, Jingzhong, Campbell, Harry, Sale, Michele M, Chen, Yii-Der I, James, Alan L, Ruggiero, Daniela, Soranzo, Nicole, Hartman, Catharina A, Smith, Erin N, Berenson, Gerald S, Fuchsberger, Christian, Hernandez, Dena, Tiesler, Carla M T, Giedraitis, Vilmantas, Liewald, David, Fischer, Krista, Mellström, Dan, Larsson, Anders, Wang, Yunmei, Scott, William R, Lorentzon, Matthias, Beilby, John, Ryan, Kathleen A, Pennell, Craig E, Vuckovic, Dragana, Balkau, Beverly, Concas, Maria Pina, Schmidt, Reinhold, Mendes De Leon, Carlos F, Bottinger, Erwin P, Kloppenburg, Margreet, Paternoster, Lavinia, Boehnke, Michael, Musk, A W, Willemsen, Gonneke, Evans, David M, Madden, Pamela A F, Kähönen, Mika, Kutalik, Zoltán, Zoledziewska, Magdalena, Karhunen, Ville, Kritchevsky, Stephen B, Sattar, Naveed, Lachance, Genevieve, Clarke, Robert, Harris, Tamara B, Raitakari, Olli T, Attia, John R, Van Heemst, Diana, Kajantie, Eero, Sorice, Rossella, Gambaro, Giovanni, Scott, Robert A, Hicks, Andrew A, Ferrucci, Luigi, Standl, Marie, Lindgren, Cecilia M, Starr, John M, Karlsson, Magnus, Lind, Lars, Li, Jun Z, Chambers, John C, Mori, Trevor A, De Geus, Eco J C N, Heath, Andrew C, Martin, Nicholas G, Auvinen, Juha, Buckley, Brendan M, De Craen, Anton J M, Waldenberger, Melanie, Strauch, Konstantin, Meitinger, Thomas, Scott, Rodney J, McEvoy, Mark, Beekman, Marian, Bombieri, Cristina, Ridker, Paul M, Mohlke, Karen L, Pedersen, Nancy L, Morrison, Alanna C, Boomsma, Dorret I, Whitfield, John B, Strachan, David P, Hofman, Albert, Vollenweider, Peter, Cucca, Francesco, Jarvelin, Marjo-Riitta, Jukema, J Wouter, Spector, Tim D, Hamsten, Anders, Zeller, Tanja, Uitterlinden, André G, Nauck, Matthias, Gudnason, Vilmundur, Qi, Lu, Grallert, Harald, Borecki, Ingrid B, Rotter, Jerome I, März, Winfried, Wild, Philipp S, Lokki, Marja-Liisa, Boyle, Michael, Salomaa, Veikko, Melbye, Mads, Eriksson, Johan G, Wilson, James F, Penninx, Brenda W J H, Becker, Diane M, Worrall, Bradford B, Gibson, Greg, Krauss, Ronald M, Ciullo, Marina, Zaza, Gianluigi, Wareham, Nicholas J, Oldehinkel, Albertine J, Palmer, Lyle J, Murray, Sarah S, Pramstaller, Peter P, Bandinelli, Stefania, Heinrich, Joachim, Ingelsson, Erik, Deary, Ian J, Mägi, Reedik, Vandenput, Liesbeth, Van Der Harst, Pim, Desch, Karl C, Kooner, Jaspal S, Ohlsson, Claes, Hayward, Caroline, Lehtimäki, Terho, Shuldiner, Alan R, Arnett, Donna K, Beilin, Lawrence J, Robino, Antonietta, Froguel, Philippe, Pirastu, Mario, Jess, Tine, Koenig, Wolfgang, Loos, Ruth J F, Evans, Denis A, Schmidt, Helena, Smith, George Davey, Slagboom, P Eline, Eiriksdottir, Gudny, Morris, Andrew P, Psaty, Bruce M, Tracy, Russell P, Nolte, Ilja M, Boerwinkle, Eric, Visvikis-Siest, Sophie, Reiner, Alex P, Gross, Myron, Bis, Joshua C, Franke, Lude, Franco, Oscar H, Benjamin, Emelia J, Chasman, Daniel I, Dupuis, Josée, Snieder, Harold, Dehghan, Abbas, and Alizadeh, Behrooz Z
Subjects: 2. Zero hunger, 610 Medicine & health, 360 Social problems & social services, 3. Good health
Abstract: C-reactive protein (CRP) is a sensitive biomarker of chronic low-grade inflammation and is associated with multiple complex diseases. The genetic determinants of chronic inflammation remain largely unknown, and the causal role of CRP in several clinical outcomes is debated. We performed two genome-wide association studies (GWASs), on HapMap and 1000 Genomes imputed data, of circulating amounts of CRP by using data from 88 studies comprising 204,402 European individuals. Additionally, we performed in silico functional analyses and Mendelian randomization analyses with several clinical outcomes. The GWAS meta-analyses of CRP revealed 58 distinct genetic loci (p < 5 × 10). After adjustment for body mass index in the regression analysis, the associations at all except three loci remained. The lead variants at the distinct loci explained up to 7.0% of the variance in circulating amounts of CRP. We identified 66 gene sets that were organized in two substantially correlated clusters, one mainly composed of immune pathways and the other characterized by metabolic pathways in the liver. Mendelian randomization analyses revealed a causal protective effect of CRP on schizophrenia and a risk-increasing effect on bipolar disorder. Our findings provide further insights into the biology of inflammation and could lead to interventions for treating inflammation and its clinical consequences.

45. Maternal and fetal genetic effects on birth weight and their relevance to cardio-metabolic risk factors

Author: Warrington, Nicole M, Beaumont, Robin N, Horikoshi, Momoko, Day, Felix R, Helgeland, Øyvind, Laurin, Charles, Bacelis, Jonas, Peng, Shouneng, Hao, Ke, Feenstra, Bjarke, Wood, Andrew R, Mahajan, Anubha, Tyrrell, Jessica, Robertson, Neil R, Rayner, N William, Qiao, Zhen, Moen, Gunn-Helen, Vaudel, Marc, Marsit, Carmen J, Chen, Jia, Nodzenski, Michael, Schnurr, Theresia M, Zafarmand, Mohammad H, Bradfield, Jonathan P, Grarup, Niels, Kooijman, Marjolein N, Li-Gao, Ruifang, Geller, Frank, Ahluwalia, Tarunveer S, Paternoster, Lavinia, Rueedi, Rico, Huikari, Ville, Hottenga, Jouke-Jan, Lyytikäinen, Leo-Pekka, Cavadino, Alana, Metrustry, Sarah, Cousminer, Diana L, Wu, Ying, Thiering, Elisabeth, Wang, Carol A, Have, Christian T, Vilor-Tejedor, Natalia, Joshi, Peter K, Painter, Jodie N, Ntalla, Ioanna, Myhre, Ronny, Pitkänen, Niina, Van Leeuwen, Elisabeth M, Joro, Raimo, Lagou, Vasiliki, Richmond, Rebecca C, Espinosa, Ana, Barton, Sheila J, Inskip, Hazel M, Holloway, John W, Santa-Marina, Loreto, Estivill, Xavier, Ang, Wei, Marsh, Julie A, Reichetzeder, Christoph, Marullo, Letizia, Hocher, Berthold, Lunetta, Kathryn L, Murabito, Joanne M, Relton, Caroline L, Kogevinas, Manolis, Chatzi, Leda, Allard, Catherine, Bouchard, Luigi, Hivert, Marie-France, Zhang, Ge, Muglia, Louis J, Heikkinen, Jani, EGG Consortium, Morgen, Camilla S, Van Kampen, Antoine HC, Van Schaik, Barbera DC, Mentch, Frank D, Langenberg, Claudia, Luan, Jian'an, Scott, Robert A, Zhao, Jing Hua, Hemani, Gibran, Ring, Susan M, Bennett, Amanda J, Gaulton, Kyle J, Fernandez-Tajes, Juan, Van Zuydam, Natalie R, Medina-Gomez, Carolina, De Haan, Hugoline G, Rosendaal, Frits R, Kutalik, Zoltán, Marques-Vidal, Pedro, Das, Shikta, Willemsen, Gonneke, Mbarek, Hamdi, Müller-Nurasyid, Martina, Standl, Marie, Appel, Emil VR, Fonvig, Cilius E, Trier, Caecilie, Van Beijsterveldt, Catharina EM, Murcia, Mario, Bustamante, Mariona, Bonas-Guarch, Sílvia, Hougaard, David M, Mercader, Josep M, Linneberg, Allan, Schraut, Katharina E, Lind, Penelope A, Medland, Sarah E, Shields, Beverley M, Knight, Bridget A, Chai, Jin-Fang, Panoutsopoulou, Kalliope, Bartels, Meike, Sánchez, Friman, Stokholm, Jakob, Torrents, David, Vinding, Rebecca K, Willems, Sara M, Atalay, Mustafa, Chawes, Bo L, Kovacs, Peter, Prokopenko, Inga, Tuke, Marcus A, Yaghootkar, Hanieh, Ruth, Katherine S, Jones, Samuel E, Loh, Po-Ru, Murray, Anna, Weedon, Michael N, Tönjes, Anke, Stumvoll, Michael, Michaelsen, Kim F, Eloranta, Aino-Maija, Lakka, Timo A, Van Duijn, Cornelia M, Kiess, Wieland, Körner, Antje, Niinikoski, Harri, Pahkala, Katja, Raitakari, Olli T, Jacobsson, Bo, Zeggini, Eleftheria, Dedoussis, George V, Teo, Yik-Ying, Saw, Seang-Mei, Montgomery, Grant W, Campbell, Harry, Wilson, James F, Vrijkotte, Tanja GM, Vrijheid, Martine, De Geus, Eco JCN, Hayes, M Geoffrey, Kadarmideen, Haja N, Holm, Jens-Christian, Beilin, Lawrence J, Pennell, Craig E, Heinrich, Joachim, Adair, Linda S, Borja, Judith B, Mohlke, Karen L, Eriksson, Johan G, Widén, Elisabeth E, Hattersley, Andrew T, Spector, Tim D, Kähönen, Mika, Viikari, Jorma S, Lehtimäki, Terho, Boomsma, Dorret I, Sebert, Sylvain, Vollenweider, Peter, Sørensen, Thorkild IA, Bisgaard, Hans, Bønnelykke, Klaus, Murray, Jeffrey C, Melbye, Mads, Nohr, Ellen A, Mook-Kanamori, Dennis O, Rivadeneira, Fernando, Hofman, Albert, Felix, Janine F, Jaddoe, Vincent WV, Hansen, Torben, Pisinger, Charlotta, Vaag, Allan A, Pedersen, Oluf, Uitterlinden, André G, Järvelin, Marjo-Riitta, Power, Christine, Hyppönen, Elina, Scholtens, Denise M, Lowe, William L, Davey Smith, George, Timpson, Nicholas J, Morris, Andrew P, Wareham, Nicholas J, Hakonarson, Hakon, Grant, Struan FA, Frayling, Timothy M, Lawlor, Debbie A, Njølstad, Pål R, Johansson, Stefan, Ong, Ken K, McCarthy, Mark I, Perry, John RB, Evans, David M, and Freathy, Rachel M
Subjects: Adult, Male, Heart Diseases, Models, Genetic, Infant, Newborn, Blood Pressure, Polymorphism, Single Nucleotide, Body Height, 3. Good health, Fetal Development, Diabetes Mellitus, Type 2, Metabolic Diseases, Pregnancy, Risk Factors, Birth Weight, Humans, Female, Genetic Predisposition to Disease, Maternal Inheritance, Maternal-Fetal Exchange, Genome-Wide Association Study
Abstract: Birth weight variation is influenced by fetal and maternal genetic and non-genetic factors, and has been reproducibly associated with future cardio-metabolic health outcomes. In expanded genome-wide association analyses of own birth weight (n = 321,223) and offspring birth weight (n = 230,069 mothers), we identified 190 independent association signals (129 of which are novel). We used structural equation modeling to decompose the contributions of direct fetal and indirect maternal genetic effects, then applied Mendelian randomization to illuminate causal pathways. For example, both indirect maternal and direct fetal genetic effects drive the observational relationship between lower birth weight and higher later blood pressure: maternal blood pressure-raising alleles reduce offspring birth weight, but only direct fetal effects of these alleles, once inherited, increase later offspring blood pressure. Using maternal birth weight-lowering genotypes to proxy for an adverse intrauterine environment provided no evidence that it causally raises offspring blood pressure, indicating that the inverse birth weight-blood pressure association is attributable to genetic effects, and not to intrauterine programming.

46. Genome-wide associations for birth weight and correlations with adult disease

Author: Standl, Marie, Grarup, Niels, Mercader, Josep M., Nodzenski, Michael, Warrington, Nicole M., Felix, Janine F., Tuke, Marcus A., Hofman, Albert, Mohlke, Karen L., Strachan, David P., Kadarmideen, Haja N., Bonàs-Guarch, Sílvia, Scholtens, Denise M., Panoutsopoulou, Kalliope, Kovacs, Peter, Li-Gao, Ruifang, Langenberg, Claudia, Bønnelykke, Klaus, Morris, Andrew P., Reynolds, Rebecca M., Sørensen, Thorkild I. A., Day, Felix R., Freathy, Rachel M., Schraut, Katharina E., Feenstra, Bjarke, Bisgaard, Hans, Torrents, David, Carstensen, Lisbeth, De Haan, Hugoline G., Newnham, John P., Ruth, Katherine S., Ring, Susan M., Sánchez, Friman, Pisinger, Charlotta, Bustamante, Mariona, Robertson, Neil R., Rahmioglu, Nilufer, Kutalik, Zoltán, Rueedi, Rico, Boomsma, Dorret I., Horikoshi, Momoko, Rosendaal, Frits R., Van Beijsterveldt, Catharina E. M., Campbell, Harry, Mentch, Frank D., Kreiner, Eskil, Stumvoll, Michael, Fonvig, Cilius E., Willems, Sara M., Willemsen, Gonneke, Prokopenko, Inga, Beaumont, Robin N., Wu, Ying, Geller, Frank, Smith, George Davey, Bennett, Amanda J., Pitkänen, Niina, Dedoussis, George V., Vilor-Tejedor, Natalia, Lindi, Virpi, Jones, Samuel E., Trier, Caecilie, Tam, Claudia H. T., Vrijheid, Martine, Pedersen, Oluf, Tyrrell, Jessica, Widén, Elisabeth, Wareham, Nicholas J., Boh, Eileen Tai Hui, Uitterlinden, André G., De Geus, Eco J. C. N., Mahajan, Anubha, Kiess, Wieland, Vaag, Allan A., Wang, Carol A., Ganesh, Santhi K., Eriksson, Johan G., Van Leeuwen, Elisabeth M., Ong, Ken K., Timpson, Nicholas J., Luan, Jian'An, Murcia, Mario, Hottenga, Jouke-Jan, Van Rooij, Frank J. A., Thiering, Elisabeth, Mook-Kanamori, Dennis O., Davies, Eleanor, Van Zuydam, Natalie R., Ntalla, Ioanna, Vollenweider, Peter, Zhao, Jing Hua, Sebert, Sylvain, Hakonarson, Hakon, Walker, Brian R., Appel, Emil V. R., Joshi, Peter K., Tönjes, Anke, Adair, Linda S., Lakka, Timo A., Have, Christian T., Körner, Antje, Nyholt, Dale R., McMahon, George, Jaddoe, Vincent W. V., Tam, Wing Hung, Tiesler, Carla M. T., Teo, Yik-Ying, Atalay, Mustafa, Raitakari, Olli T., Niinikoski, Harri, Paternoster, Lavinia, Melbye, Mads, Rivadeneira, Fernando, Kähönen, Mika, Bradfield, Jonathan P., Beilin, Lawrence J., Hyppönen, Elina, Loh, Po-Ru, Wood, Andrew R., Ma, Ronald C. W., Scott, Robert A., Viikari, Jorma S., Medina-Gomez, Carolina, Pahkala, Katja, Hansen, Torben, Wilson, James F., Zeggini, Eleftheria, Kooijman, Marjolein N., Joro, Raimo, Cousminer, Diana L., Borja, Judith B., Frayling, Timothy M., Järvelin, Marjo-Riitta, Perry, John R. B., Holm, Jens-Christian, Lagou, Vasiliki, MacKenzie, Scott M., Fernandez-Tajes, Juan, Evans, David M., Pennell, Craig E., McCarthy, Mark I., Waage, Johannes, Heinrich, Joachim, Ahluwalia, Tarunveer S., Grant, Struan F. A., Hemani, Gibran, Lawlor, Debbie A., Lehtimäki, Terho, Van Duijn, Cornelia M., Gaulton, Kyle J., Zondervan, Krina T., Lyytikaïnen, Leo-Pekka, Hollegaard, Mads V., Wang, Xu, Lowe, William L., Yaghootkar, Hanieh, Diver, Louise A., Hattersley, Andrew T., Groves, Christopher J., Hougaard, David M., Power, Christine, Marques-Vidal, Pedro, and Saw, Seang-Mei
Subjects: 3. Good health
Abstract: Birth weight (BW) is influenced by both foetal and maternal factors and in observational studies is reproducibly associated with future risk of adult metabolic diseases including type 2 diabetes (T2D) and cardiovascular disease1. These lifecourse associations have often been attributed to the impact of an adverse early life environment. We performed a multi-ancestry genome-wide association study (GWAS) meta-analysis of BW in 153,781 individuals, identifying 60 loci where foetal genotype was associated with BW (P

47. Identification of a novel locus on chromosome 2q13, which predisposes to clinical vertebral fractures independently of bone density

Author: Alonso, Nerea, Estrada, Karol, Albagha, Omar M. E., Herrera, Lizbeth, Reppe, Sjur, Olstad, Ole K., Gautvik, Kaare M., Ryan, Niamh M., Evans, Kathryn L., Nielson, Carrie M., Hsu, Yi-Hsiang, Kiel, Douglas P., Markozannes, George, Ntzani, Evangelia E., Evangelou, Evangelos, Feenstra, Bjarke, Liu, Xueping, Melbye, Mads, Masi, Laura, Brandi, Maria Luisa, Riches, Philip, Daroszewska, Anna, Olmos, Jose manuel, Valero, Carmen, Castillo, Jesus, Riancho, Jose A., Husted, Lise B., Langdahl, Bente L., Brown, Matthew A., Duncan, Emma L., Kaptoge, Stephen, Khaw, Kay-Tee, Usategui-Martin, Ricardo, Del Pino-Montes, Javier, Gonzalez-Sarmiento, Rogelio, Lewis, Joshua R., Prince, Richard L., D'Amelio, Patrizia, Garcia-Giralt, Natalia, Nogues, Xavier, Mencej-Bedrac, Simona, Marc, Janja, Wolstein, Orit, Eisman, John A., Oei, Ling, Medina-Gomez, Carolina, Schraut, Katharina E., Navarro, Pau, Wilson, James F., Davies, Gail, Starr, John, Deary, Ian, Tanaka, Toshiko, Ferrucci, Luigi, Gianfrancesco, Fernando, Gennari, Luigi, Lucas, Gavin, Elosua, Roberto, Uitterlinden, Andre G., Rivadeneira, Fernando, Ralston, Stuart H., Alonso, Nerea, Estrada, Karol, Albagha, Omar M. E., Herrera, Lizbeth, Reppe, Sjur, Olstad, Ole K., Gautvik, Kaare M., Ryan, Niamh M., Evans, Kathryn L., Nielson, Carrie M., Hsu, Yi-Hsiang, Kiel, Douglas P., Markozannes, George, Ntzani, Evangelia E., Evangelou, Evangelos, Feenstra, Bjarke, Liu, Xueping, Melbye, Mads, Masi, Laura, Brandi, Maria Luisa, Riches, Philip, Daroszewska, Anna, Olmos, Jose manuel, Valero, Carmen, Castillo, Jesus, Riancho, Jose A., Husted, Lise B., Langdahl, Bente L., Brown, Matthew A., Duncan, Emma L., Kaptoge, Stephen, Khaw, Kay-Tee, Usategui-Martin, Ricardo, Del Pino-Montes, Javier, Gonzalez-Sarmiento, Rogelio, Lewis, Joshua R., Prince, Richard L., D'Amelio, Patrizia, Garcia-Giralt, Natalia, Nogues, Xavier, Mencej-Bedrac, Simona, Marc, Janja, Wolstein, Orit, Eisman, John A., Oei, Ling, Medina-Gomez, Carolina, Schraut, Katharina E., Navarro, Pau, Wilson, James F., Davies, Gail, Starr, John, Deary, Ian, Tanaka, Toshiko, Ferrucci, Luigi, Gianfrancesco, Fernando, Gennari, Luigi, Lucas, Gavin, Elosua, Roberto, Uitterlinden, Andre G., Rivadeneira, Fernando, and Ralston, Stuart H.
Abstract: Alonso, N., Estrada, K., Albagha, O. M., Herrera, L., Reppe, S., Olstad, O. K., ... & Hsu, Y. H. (2017). Identification of a novel locus on chromosome 2q13, which predisposes to clinical vertebral fractures independently of bone density. Annals of the Rheumatic Diseases, 77(3), 378-385. doi:10.1136/annrheumdis-2017-212469 Available here.

48. Genomic analyses identify hundreds of variants associated with age at menarche and support a role for puberty timing in cancer risk

Author: Emmi Tikkanen, Pascal Guénel, Rico Rueedi, Hamdi Mbarek, Gerardo Heiss, Hilary K. Finucane, Jing Hua Zhao, Peter K. Joshi, Mark I. McCarthy, Frank B. Hu, Stephen J. Chanock, Manjeet K. Bolla, Sandosh Padmanabhan, Vilmundur Gudnason, Chunyan He, Aarno Palotie, Reedik Mägi, Joe Dennis, Nicholas G. Martin, Behrooz Z. Alizadeh, Elisabeth Widen, Caroline Hayward, Penelope A. Lind, Magdalena Zoledziewska, Ayellet V. Segrè, Fergus J. Couch, Massimo Mangino, Melissa C. Southey, Immaculata De Vivo, Yongmei Liu, Ute Hamann, Angela Cox, Maartje J. Hooning, Iffat Rahman, Mitul Shah, Eric Boerwinkle, Matthias W. Beckmann, Catharina A. Hartman, Tanguy Corre, Kathryn L. Lunetta, Thérèse Truong, Anna Marie Mulligan, Caterina Barbieri, Robert Winqvist, Lili Milani, Cristina Menni, Frits R. Rosendaal, Pau Navarro, Christian Gieger, Ken K. Ong, Stig E. Bojesen, Susan M. Ring, Marjanka K. Schmidt, George McMahon, Deborah J. Thompson, Robert Karlsson, Nicholas J. Timpson, M. Arfan Ikram, Alexander Teumer, Jingmei Li, Christa Meisinger, Diana L. Cousminer, Doris Stöckl, Heli Nevanlinna, Teresa Nutile, Tim D. Spector, Eva Albrecht, Murielle Bochud, Linda Broer, Felix R. Day, Sven Bergmann, Renée de Mutsert, Nicholas J. Wareham, Marjo-Riitta Järvelin, Marzyeh Amini, Elisabeth Altmaier, Isabel dos-Santos-Silva, Peter Vollenweider, Douglas F. Easton, Tamara B. Harris, Ellen A. Nohr, Paul D.P. Pharoah, David J. Porteous, Jenny A. Visser, Ilja M. Nolte, Genevieve Lachance, Thomas Meitinger, Archie Campbell, Thomas Brüning, Graham G. Giles, Johan G. Eriksson, Nancy L. Pedersen, George Davey Smith, Gonneke Willemsen, Joanne M. Murabito, Francesco Cucca, Daniel I. Chasman, Eleonora Porcu, Nora Franceschini, Thibaud Boutin, Ulla Sovio, Roger L. Milne, Annette Peters, Lisette Stolk, Paul M. Ridker, Claudia Langenberg, Patrick Sulem, Toshiko Tanaka, Marike Gabrielson, Judith S. Brand, Unnur Thorsteindottir, Alison M. Dunning, Marina Ciullo, Julie E. Buring, Harold Snieder, Lude Franke, Meir J. Stampfer, Po-Ru Loh, Julian Peto, Ellen W. Demerath, Sheila Ulivi, Ivana Kolcic, Maristella Steri, Jouke J. Hottenga, Amanda B. Spurdle, Tõnu Esko, Katherine S. Pollard, Eulalia Catamo, Anneli Pouta, Kyriaki Michailidou, Dieter Flesch-Janys, James F. Wilson, Kamila Czene, Sean Whalen, Diether Lambrechts, Abhishek Sarkar, Laura Crisponi, Jonathan Tyrer, Antonietta Robino, Sara Lindström, Harald Grallert, Stefania Lenarduzzi, Peter Kraft, Patrik K. E. Magnusson, Lavinia Paternoster, Digna R. Velez Edwards, Mike A. Nalls, Per Hall, Joyce Y. Tung, Cinzia Sala, Lindsay Fernández-Rhodes, Ayush Giri, Hiltrud Brauch, André G. Uitterlinden, Alkes L. Price, Tracy A. O'Mara, Lynda M. Rose, John L. Hopper, David A. Hinds, Katherine S. Ruth, Arto Mannermaa, Uwe Völker, Rossella Sorice, Zoltán Kutalik, Debbie A Lawlor, Georgia Chenevix-Trench, Anna Murray, Albertine J. Oldehinkel, Bruce H. R. Wolffenbuttel, Hae Kyung Im, Dale R. Nyholt, Lenore J. Launer, Andres Metspalu, Irene L. Andrulis, Konstantin Strauch, Albert V. Smith, Daniela Toniolo, Eco J. C. de Geus, Jenny Chang-Claude, Marek Zygmunt, Dorret I. Boomsma, Harry Campbell, Peter Devilee, Henry Völzke, Daniela Ruggiero, Dennis O. Mook-Kanamori, John R. B. Perry, Javier Benitez, Grant W. Montgomery, David J. Hunter, David Karasik, Luigi Ferrucci, Emily Hallberg, Stefania Bandinelli, Hermann Brenner, Raymond Noordam, Sarah E. Medland, Peter A. Fasching, Qin Wang, Ilaria Gandin, Manolis Kellis, Hannes Helgason, Igor Rudan, Paolo Radice, Michela Traglia, Jian'an Luan, Robert A. Scott, Brumat Marco, Veronique Vitart, Kari Stefansson, Katharina E. Schraut, Ko Willems van Dijk, Ozren Polasek, Daniel F. Gudbjartsson, Natalia Perjakova, Joop S.E. Laven, Life Course Epidemiology (LCE), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Lifestyle Medicine (LM), Center for Liver, Digestive and Metabolic Diseases (CLDM), Stem Cell Aging Leukemia and Lymphoma (SALL), Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Mental Health, APH - Methodology, Art and Culture, History, Antiquity, Day, Felix R., Thompson, Deborah J., Helgason, Hanne, Chasman, Daniel I., Finucane, Hilary, Sulem, Patrick, Ruth, Katherine S., Whalen, Sean, Sarkar, Abhishek K., Albrecht, Eva, Altmaier, Elisabeth, Amini, Marzyeh, Barbieri, CATERINA MARIA, Boutin, Thibaud, Campbell, Archie, Demerath, Ellen, Giri, Ayush, He, Chunyan, Hottenga, Jouke J., Karlsson, Robert, Kolcic, Ivana, Loh, Po Ru, Lunetta, Kathryn L., Mangino, Massimo, Brumat, Marco, Mcmahon, George, Medland, Sarah E., Nolte, Ilja M., Noordam, Raymond, Nutile, Teresa, Paternoster, Lavinia, Perjakova, Natalia, Porcu, Eleonora, Rose, Lynda M., Schraut, Katharina E., Segrã¨, Ayellet V., Smith, Albert V., Stolk, Lisette, Teumer, Alexander, Andrulis, Irene L., Bandinelli, Stefania, Beckmann, Matthias W., Benitez, Javier, Bergmann, Sven, Bochud, Murielle, Boerwinkle, Eric, Bojesen, Stig E., Bolla, Manjeet K., Brand, Judith S., Brauch, Hiltrud, Brenner, Hermann, Broer, Linda, Brã¼ning, Thoma, Buring, Julie E., Campbell, Harry, Catamo, Eulalia, Chanock, Stephen, Chenevix Trench, Georgia, Corre, Tanguy, Couch, Fergus J., Cousminer, Diana L., Cox, Angela, Crisponi, Laura, Czene, Kamila, Davey Smith, George, De Geus, Eco J. C. N., De Mutsert, Renã©e, De Vivo, Immaculata, Dennis, Joe, Devilee, Peter, Dos Santos Silva, Isabel, Dunning, Alison M., Eriksson, Johan G., Fasching, Peter A., FernÃ¡ndez Rhodes, Lindsay, Ferrucci, Luigi, Flesch Janys, Dieter, Franke, Lude, Gabrielson, Marike, Gandin, Ilaria, Giles, Graham G., Grallert, Harald, Gudbjartsson, Daniel F., Guã©nel, Pascal, Hall, Per, Hallberg, Emily, Hamann, Ute, Harris, Tamara B., Hartman, Catharina A., Heiss, Gerardo, Hooning, Maartje J., Hopper, John L., Hu, Frank, Hunter, David J., Ikram, M. Arfan, Im, Hae Kyung, Jã¤rvelin, Marjo Riitta, Joshi, Peter K., Karasik, David, Kellis, Manoli, Kutalik, Zoltan, Lachance, Genevieve, Lambrechts, Diether, Langenberg, Claudia, Launer, Lenore J., Laven, Joop S. E., Lenarduzzi, Stefania, Li, Jingmei, Lind, Penelope A., Lindstrom, Sara, Liu, Yongmei, Luan, Jian'An, Mã¤gi, Reedik, Mannermaa, Arto, Mbarek, Hamdi, Mccarthy, Mark I., Meisinger, Christa, Meitinger, Thoma, Menni, Cristina, Metspalu, Andre, Michailidou, Kyriaki, Milani, Lili, Milne, Roger L., Montgomery, Grant W., Mulligan, Anna M., Nalls, Mike A., Navarro, Pau, Nevanlinna, Heli, Nyholt, Dale R., Oldehinkel, Albertine J., O'Mara, Tracy A., Padmanabhan, Sandosh, Palotie, Aarno, Pedersen, Nancy, Peters, Annette, Peto, Julian, Pharoah, Paul D. P., Pouta, Anneli, Radice, Paolo, Rahman, Iffat, Ring, Susan M., Robino, Antonietta, Rosendaal, Frits R., Rudan, Igor, Rueedi, Rico, Ruggiero, Daniela, Sala, Cinzia F., Schmidt, Marjanka K., Scott, Robert A., Shah, Mitul, Sorice, Rossella, Southey, Melissa C., Sovio, Ulla, Stampfer, Meir, Steri, Maristella, Strauch, Konstantin, Tanaka, Toshiko, Tikkanen, Emmi, Timpson, Nicholas J., Traglia, Michela, Truong, Thã©rã¨se, Tyrer, Jonathan P., Uitterlinden, AndrÃ© G., Edwards, Digna R. Velez, Vitart, Veronique, Vã¶lker, Uwe, Vollenweider, Peter, Wang, Qin, Widen, Elisabeth, Van Dijk, Ko Willem, Willemsen, Gonneke, Winqvist, Robert, Wolffenbuttel, Bruce H. R., Zhao, Jing Hua, Zoledziewska, Magdalena, Zygmunt, Marek, Alizadeh, Behrooz Z., Boomsma, Dorret I., Ciullo, Marina, Cucca, Francesco, Esko, Tãµnu, Franceschini, Nora, Gieger, Christian, Gudnason, Vilmundur, Hayward, Caroline, Kraft, Peter, Lawlor, Debbie A., Magnusson, Patrik K. E., Martin, Nicholas G., Mook Kanamori, Dennis O., Nohr, Ellen A., Polasek, Ozren, Porteous, David, Price, Alkes L., Ridker, Paul M., Snieder, Harold, Spector, Tim D., Stã¶ckl, Dori, Toniolo, Daniela, Ulivi, Sheila, Visser, Jenny A., Vã¶lzke, Henry, Wareham, Nicholas J., Wilson, James F., LifeLines Cohort, Study, Interact, Consortium, Kconfab/aocs, Investigator, Endometrial Cancer Association, Consortium, Ovarian Cancer Association, Consortium, Practical, Consortium, Spurdle, Amanda B., Thorsteindottir, Unnur, Pollard, Katherine S., Easton, Douglas F., Tung, Joyce Y., Chang Claude, Jenny, Hinds, David, Murray, Anna, Murabito, Joanne M., Stefansson, Kari, Ong, Ken K., Perry, John R. B., Internal Medicine, Erasmus MC other, Medical Oncology, Epidemiology, Obstetrics & Gynecology, Day, Felix [0000-0003-3789-7651], Thompson, Deborah [0000-0003-1465-5799], Dennis, Joe [0000-0003-4591-1214], Dunning, Alison [0000-0001-6651-7166], Langenberg, Claudia [0000-0002-5017-7344], Luan, Jian'an [0000-0003-3137-6337], Pharoah, Paul [0000-0001-8494-732X], Sovio, Ulla [0000-0002-0799-1105], Tyrer, Jonathan [0000-0003-3724-4757], Zhao, Jing Hua [0000-0003-4930-3582], Wareham, Nicholas [0000-0003-1422-2993], Easton, Douglas [0000-0003-2444-3247], Ong, Kenneth [0000-0003-4689-7530], Perry, John [0000-0001-6483-3771], Apollo - University of Cambridge Repository, Massachusetts Institute of Technology. Department of Mathematics, and Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Subjects: 0301 basic medicine, Male, Netherlands Twin Register (NTR), Ovarian Cancer Association Consortium, LOCI, Genome-wide association study, cancer risk, Menarche/genetics, Bioinformatics, GWAS, menarche, puberty, Body Mass Index, Risk Factors, Neoplasms, Databases, Genetic, WIDE ASSOCIATION, Endometrial Cancer Association Consortium, Ribonucleoproteins/genetics, 2. Zero hunger, Genetics, Age Factors, Genetics GWAS menarche, reproductive disorders, Neoplasms/genetics, 3. Good health, Ribonucleoproteins, Menarche, MENDELIAN RANDOMIZATION, Intercellular Signaling Peptides and Proteins, GROWTH, Female, TRAITS, Population variance, Intercellular Signaling Peptides and Proteins/genetics, Adolescent, Ubiquitin-Protein Ligases, kConFab/AOCS Investigators, Quantitative Trait Loci, Quantitative trait locus, Biology, METABOLISM, INHERITANCE, Polymorphism, Single Nucleotide, PRACTICAL consortium, 03 medical and health sciences, Genomic Imprinting, SDG 3 - Good Health and Well-being, Mendelian randomization, REGRESSION, medicine, Journal Article, Humans, cancer, Genetic Predisposition to Disease, 1000 Genomes Project, Membrane Proteins/genetics, METAANALYSIS, Puberty, Calcium-Binding Proteins, Membrane Proteins, Cancer, InterAct Consortium, Heritability, medicine.disease, BODY-MASS INDEX, 030104 developmental biology, genome-wide association studies, Puberty/genetics, LifeLines Cohort Study, Genome-Wide Association Study
Abstract: The timing of puberty is a highly polygenic childhood trait that is epidemiologically associated with various adult diseases. Using 1000 Genomes Project-imputed genotype data in up to similar to 370,000 women, we identify 389 independent signals (P
Published: 2017
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49. Genome-wide association study identifies 74 loci associated with educational attainment

Author: K. Petrovic, Massimo Mangino, Daniele Cusi, Ozren Polasek, Rodney J. Scott, Yong Qian, Aysu Okbay, Jari Lahti, Bjarni Gunnarsson, George McMahon, Elizabeth G. Holliday, Thomas Meitinger, Frank J. A. van Rooij, Mika Kähönen, Martin Kroh, Ian J. Deary, Neil Pendleton, Pamela A. F. Madden, David J. Porteous, Lambertus A. Kiemeney, Sven Oskarsson, Edith Hofer, Robert F. Krueger, Olga Rostapshova, Georg Homuth, Paolo Gasparini, Aldo Rustichini, Sarah E. Medland, Christian Gieger, Veronique Vitart, Nicholas J. Timpson, George Dedoussis, Joseph K. Pickrell, Christopher Oldmeadow, Aldi T. Kraja, Johan G. Eriksson, Lydia Quaye, William G. Iacono, Danielle Posthuma, George Davey Smith, Karl-Oskar Lindgren, David C. Liewald, Pim van der Harst, Börge Schmidt, Christine Power, Francesco P. Cappuccio, Francesco Cucca, Simona Vaccargiu, Joyce Y. Tung, Aarno Palotie, Natalia Pervjakova, Jonas Bacelis, Jouke-Jan Hottenga, Helena Schmidt, Kari Stefansson, Tamara B. Harris, Momoko Horikoshi, Lude Franke, Wolfgang Hoffmann, Ingrid B. Borecki, William E R Ollier, Johannes Waage, Andreas J. Forstner, Caroline Hayward, Penelope A. Lind, Patricia A. Boyle, Kadri Kaasik, Jian Yang, Gerardus A. Meddens, Antti Latvala, John Attia, Pascal Timshel, Vilmundur Gudnason, Maël Lebreton, Valur Emilsson, James F. Wilson, Jonathan Marten, Ute Bültmann, Erika Salvi, Olli T. Raitakari, Peter M. Visscher, Niek Verweij, Elisabeth Steinhagen-Thiessen, Cristina Venturini, Lili Milani, Tessel E. Galesloot, Kevin Thom, Klaus Berger, Paul Lichtenstein, Tian Liu, Philipp Koellinger, Riccardo E. Marioni, Marjo-Riitta Järvelin, Clemens Baumbach, Unnur Thorsteinsdottir, Magnus Johannesson, Susan M. Ring, David A. Bennett, Anu Loukola, Hans-Jörgen Grabe, Jan A. Staessen, Igor Rudan, Ginevra Biino, Nicholas G. Martin, Jingyun Yang, Anna A. E. Vinkhuyzen, Katri Räikkönen, Zhihong Zhu, Gudmar Thorleifsson, Mary F. Feitosa, Ivana Kolcic, Alexander Teumer, Jaakko Kaprio, David Schlessinger, Katharina E. Schraut, Konstantin Strauch, Ilja Demuth, Albert V. Smith, Juergen Wellmann, Jennifer E. Huffman, Panos Deloukas, Mario Pirastu, Reedik Mägi, Maria Pina Concas, Jaime Derringer, Patrick J. F. Groenen, Henry Völzke, Wei Zhao, Abdel Abdellaoui, Andres Metspalu, Nicholas A. Furlotte, Christopher P. Nelson, Barbara Franke, Steven F. Lehrer, Patrick Turley, Tõnu Esko, Jun Ding, Pedro Marques-Vidal, S. Fleur W. Meddens, Zoltán Kutalik, Gonneke Willemsen, Andrew C. Heath, Michelle N. Meyer, James J. Lee, Roy Thurik, Antonietta Robino, Henning Tiemeier, Grant W. Montgomery, C. deLeeuw, Astanand Jugessur, Antti-Pekka Sarin, Veikko Salomaa, Dalton Conley, Tim D. Spector, Sebastian E. Baumeister, Gyda Bjornsdottir, Lavinia Paternoster, Tune H. Pers, Jacob Gratten, Martin D. Tobin, Daniel J. Benjamin, Douglas F. Levinson, Stavroula Kanoni, Elina Hyppönen, David R. Weir, Peter J. van der Most, Terho Lehtimäki, David A. Hinds, Pablo V. Gejman, Uwe Völker, Cornelia M. van Duijn, Karl-Heinz Jöckel, Bjarni V. Halldorsson, Markus Perola, Nicola Pirastu, Klaus Bønnelykke, Robert Karlsson, David Cesarini, Michael A. Province, Jianxin Shi, Najaf Amin, Dale R. Nyholt, Lenore J. Launer, Nilesh J. Samani, Sven J. van der Lee, Dorret I. Boomsma, Harry Campbell, Peter Vollenweider, Liisa Keltigangas-Jarvinen, David Laibson, Ronald de Vlaming, Lynne J. Hocking, Christopher F. Chabris, Blair H. Smith, Gail Davies, Niina Eklund, Ioanna P. Kalafati, Bo Jacobsson, Sheila Ulivi, Alan F. Wright, Sarah E. Harris, Mark Alan Fontana, Diego Vozzi, Tomi Mäki-Opas, Albert Hofman, Hans Bisgaard, Andrew Bakshi, Marika Kaakinen, Johannes H. Brandsma, Christa Meisinger, Ilaria Gandin, Tarunveer S. Ahluwalia, Jennifer A. Smith, Beate St Pourcain, Rico Rueedi, Lewin Eisele, Michael B. Miller, Brenda W.J.H. Penninx, Alan R. Sanders, Thorkild I. A. Sørensen, André G. Uitterlinden, Cornelius A. Rietveld, Peter Lichtner, Dragana Vuckovic, Giorgia Girotto, Behrooz Z. Alizadeh, Reinhold Schmidt, Raymond A. Poot, Judith M. Vonk, Antony Payton, Wouter J. Peyrot, Augustine Kong, Y. Milaneschi, Jessica D. Faul, Patrik K. E. Magnusson, Antonio Terracciano, David M. Evans, Sharon L.R. Kardia, Peter K. Joshi, Michael A. Horan, Matt McGue, Richa Gupta, Jonathan P. Beauchamp, Peter Eibich, Erin B. Ware, Lars Bertram, Philip L. De Jager, Nancy L. Pedersen, Ronny Myhre, Guo-Bo Chen, Harm-Jan Westra, Jan-Emmanuel De Neve, Evelin Mihailov, Leanne M. Hall, Seppo Koskinen, Rush University Medical Center [Chicago], Department of Epidemiology [Rotterdam], Erasmus University Medical Center [Rotterdam] (Erasmus MC), Helmholtz-Zentrum München (HZM), University of Queensland [Brisbane], Erasmus University Rotterdam, Universidad de Navarra [Pamplona] (UNAV), National Institute for Health and Welfare [Helsinki], Institute for Molecular Medicine Finland [Helsinki] (FIMM), Helsinki Institute of Life Science (HiLIFE), Helsingin yliopisto = Helsingfors universitet = University of Helsinki-Helsingin yliopisto = Helsingfors universitet = University of Helsinki, Consiglio Nazionale delle Ricerche (CNR), Montpellier Research in Management (MRM), Université Paul-Valéry - Montpellier 3 (UPVM)-Université de Perpignan Via Domitia (UPVD)-Groupe Sup de Co Montpellier (GSCM) - Montpellier Business School-Université de Montpellier (UM), University of Bristol [Bristol], Queensland Institute of Medical Research, Massachusetts General Hospital [Boston], Medical University Graz, Institut des Sciences Moléculaires (ISM), Université Montesquieu - Bordeaux 4-Université Sciences et Technologies - Bordeaux 1-École Nationale Supérieure de Chimie et de Physique de Bordeaux (ENSCPB)-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS), King‘s College London, Tampere University Hospital, University of Turku, AP-HP Hôpital universitaire Robert-Debré [Paris], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), University of Edinburgh, Charité - UniversitätsMedizin = Charité - University Hospital [Berlin], Imperial College London, Reykjavík University, Donders Institute for Brain, Cognition and Behaviour, Radboud university [Nijmegen], Karolinska Institutet [Stockholm], Department of Health Sciences [Leicester], University of Leicester, Broad Institute of MIT and Harvard (BROAD INSTITUTE), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], Department of Medical Epidemiology and Biostatistics (MEB), Dpt of Pharmacology and Personalised Medicine [Maastricht], Maastricht University [Maastricht], Florida State University [Tallahassee] (FSU), IT University of Copenhagen, University of Helsinki-University of Helsinki, Université Montpellier 1 (UM1)-Groupe Sup de Co Montpellier (GSCM) - Montpellier Business School-Université Paul-Valéry - Montpellier 3 (UPVM)-Université de Montpellier (UM)-Université Montpellier 2 - Sciences et Techniques (UM2)-Université de Perpignan Via Domitia (UPVD), Centre National de la Recherche Scientifique (CNRS)-École Nationale Supérieure de Chimie et de Physique de Bordeaux (ENSCPB)-Université Sciences et Technologies - Bordeaux 1-Université Montesquieu - Bordeaux 4-Institut de Chimie du CNRS (INC), Faculteit Economie en Bedrijfskunde, Microeconomics (ASE, FEB), LifeLines Cohort Study, Alizadeh, BZ., de Boer, RA., Boezen, HM., Bruinenberg, M., Franke, L., van der Harst, P., Hillege, HL., van der Klauw, MM., Navis, G., Ormel, J., Postma, DS., Rosmalen, JG., Slaets, JP., Snieder, H., Stolk, RP., Wolffenbuttel, BH., Wijmenga, C., Applied Economics, Cell biology, Epidemiology, Erasmus MC other, Econometrics, Child and Adolescent Psychiatry / Psychology, Psychiatry, Internal Medicine, EMGO+ - Mental Health, Complex Trait Genetics, Biological Psychology, Functional Genomics, Economics, Amsterdam Neuroscience - Complex Trait Genetics, Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Groningen Research Institute for Asthma and COPD (GRIAC), Public Health Research (PHR), Cardiovascular Centre (CVC), Life Course Epidemiology (LCE), Stem Cell Aging Leukemia and Lymphoma (SALL), Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), Okbay, Aysu, Beauchamp, Jonathan P., Fontana, Mark Alan, Lee, James J., Pers, Tune H., Rietveld, Cornelius A., Turley, Patrick, Chen, Guo Bo, Emilsson, Valur, Meddens, S. Fleur W., Oskarsson, Sven, Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, De Vlaming, Ronald, Abdellaoui, Abdel, Ahluwalia, Tarunveer S., Bacelis, Jona, Baumbach, Clemen, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, MARIA PINA, Derringer, Jaime, Furlotte, Nicholas A., Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Karlsson, Robert, Kong, Augustine, Lahti, Jari, Van Der Lee, Sven J., Deleeuw, Christiaan, Lind, Penelope A., Lindgren, Karl Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., Van Der Most, Peter J., Oldmeadow, Christopher, Payton, Antony, Pervjakova, Natalia, Peyrot, Wouter J., Qian, Yong, Raitakari, Olli, Rueedi, Rico, Salvi, Erika, Schmidt, Börge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., St Pourcain, Beate, Teumer, Alexander, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Westra, Harm Jan, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bønnelykke, Klau, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan Emmanuel, Deloukas, Pano, Demuth, Ilja, Ding, Jun, Eibich, Peter, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldórsson, Bjarni V., Harris, Tamara B., Holliday, Elizabeth G., Heath, Andrew C., Hocking, Lynne J., Homuth, Georg, Horan, Michael A., Hottenga, Jouke Jan, De Jager, Philip L., Joshi, Peter K., Jugessur, Astanand, Kaakinen, Marika A., Kähönen, Mika, Kanoni, Stavroula, Keltigangas Järvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Kutalik, Zoltan, Latvala, Antti, Launer, Lenore J., Lebreton, Maël P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, Anu, Madden, Pamela A., Mägi, Reedik, Mäki Opas, Tomi, Marioni, Riccardo E., Marques Vidal, Pedro, Meddens, Gerardus A., Mcmahon, George, Meisinger, Christa, Meitinger, Thoma, Milaneschi, Yusplitri, Milani, Lili, Montgomery, Grant W., Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Porteous, David J., Raïkkönen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, Van Rooij, Frank J. A., Venturini, Cristina, Vinkhuyzen, Anna A. E., Völker, Uwe, Völzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johanne, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klau, Bertram, Lar, Bisgaard, Han, Boomsma, Dorret I., Borecki, Ingrid B., Bültmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, Ian J., Dedoussis, George V., Van Duijn, Cornelia M., Eriksson, Johan G., Franke, Barbara, Franke, Lude, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans Jörgen, Gratten, Jacob, Groenen, Patrick J. F., Gudnason, Vilmundur, Van Der Harst, Pim, Hayward, Caroline, Hinds, David A., Hoffmann, Wolfgang, Hyppönen, Elina, Iacono, William G., Jacobsson, Bo, Järvelin, Marjo Riitta, Jöckel, Karl Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehtimäki, Terho, Lehrer, Steven F., Magnusson, Patrik K. E., Martin, Nicholas G., Mcgue, Matt, Metspalu, Andre, Pendleton, Neil, Penninx, Brenda W. J. H., Perola, Marku, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sørensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Tung, Joyce Y., Uitterlinden, André G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Davey Smith, George, Hofman, Albert, Laibson, David I., Medland, Sarah E., Meyer, Michelle N., Yang, Jian, Johannesson, Magnu, Visscher, Peter M., Esko, Toñu, Koellinger, Philipp D., Cesarini, David, Benjamin, Daniel J., EMGO - Mental health, IOO, Human genetics, Beauchamp, Jonathan P, Lee, James JJ, Hypponen, Elina, and Benjamin, Daniel J
Subjects: 0301 basic medicine, Netherlands Twin Register (NTR), Candidate gene, Bipolar Disorder, Medizin, Genome-wide association study, Genome-wide association studies, 0302 clinical medicine, Cognition, Alzheimer Disease, Brain, Computational Biology, Fetus, Gene Expression Regulation, Gene-Environment Interaction, Great Britain, Humans, Molecular Sequence Annotation, Polymorphism, Single Nucleotide, Schizophrenia, Educational Status, Genome-Wide Association Study, Medicine (all), Multidisciplinary, Fetu, tau, Gene–environment interaction, Soziales und Gesundheit, Genetics, [QFIN]Quantitative Finance [q-fin], HERITABILITY, General Commentary, Alzheimer's disease, Biobank, Phenotype, Multidisciplinary Sciences, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], educational attainment, Behavioural genetics, Science & Technology - Other Topics, Bildungsniveau, TRAITS, Human, General Science & Technology, Kultursektor, SNP, ta3111, Polymorphism, Single Nucleotide, Learning and memory, Alzheimer Disease/genetics, Bipolar Disorder/genetics, Brain/metabolism, Fetus/metabolism, Gene Expression Regulation/genetics, Polymorphism, Single Nucleotide/genetics, Schizophrenia/genetics, 03 medical and health sciences, ACHIEVEMENT, MD Multidisciplinary, Non-Profit-Sektor, QH426, Science & Technology, Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], tauopathies, Data Science, gene, education, school, Heritability, Educational Statu, Educational attainment, United Kingdom, 030104 developmental biology, IQ, Genetische Forschung, Psychiatric disorders, Bildung, 030217 neurology & neurosurgery, LifeLines Cohort Study, Neuroscience
Abstract: Contains fulltext : 167137.pdf (Publisher’s version ) (Closed access) Educational attainment is strongly influenced by social and other environmental factors, but genetic factors are estimated to account for at least 20% of the variation across individuals. Here we report the results of a genome-wide association study (GWAS) for educational attainment that extends our earlier discovery sample of 101,069 individuals to 293,723 individuals, and a replication study in an independent sample of 111,349 individuals from the UK Biobank. We identify 74 genome-wide significant loci associated with the number of years of schooling completed. Single-nucleotide polymorphisms associated with educational attainment are disproportionately found in genomic regions regulating gene expression in the fetal brain. Candidate genes are preferentially expressed in neural tissue, especially during the prenatal period, and enriched for biological pathways involved in neural development. Our findings demonstrate that, even for a behavioural phenotype that is mostly environmentally determined, a well-powered GWAS identifies replicable associated genetic variants that suggest biologically relevant pathways. Because educational attainment is measured in large numbers of individuals, it will continue to be useful as a proxy phenotype in efforts to characterize the genetic influences of related phenotypes, including cognition and neuropsychiatric diseases.
Published: 2016
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50. Genetic insights into biological mechanisms governing human ovarian ageing.

Author: Ruth KS, Day FR, Hussain J, Martínez-Marchal A, Aiken CE, Azad A, Thompson DJ, Knoblochova L, Abe H, Tarry-Adkins JL, Gonzalez JM, Fontanillas P, Claringbould A, Bakker OB, Sulem P, Walters RG, Terao C, Turon S, Horikoshi M, Lin K, Onland-Moret NC, Sankar A, Hertz EPT, Timshel PN, Shukla V, Borup R, Olsen KW, Aguilera P, Ferrer-Roda M, Huang Y, Stankovic S, Timmers PRHJ, Ahearn TU, Alizadeh BZ, Naderi E, Andrulis IL, Arnold AM, Aronson KJ, Augustinsson A, Bandinelli S, Barbieri CM, Beaumont RN, Becher H, Beckmann MW, Benonisdottir S, Bergmann S, Bochud M, Boerwinkle E, Bojesen SE, Bolla MK, Boomsma DI, Bowker N, Brody JA, Broer L, Buring JE, Campbell A, Campbell H, Castelao JE, Catamo E, Chanock SJ, Chenevix-Trench G, Ciullo M, Corre T, Couch FJ, Cox A, Crisponi L, Cross SS, Cucca F, Czene K, Smith GD, de Geus EJCN, de Mutsert R, De Vivo I, Demerath EW, Dennis J, Dunning AM, Dwek M, Eriksson M, Esko T, Fasching PA, Faul JD, Ferrucci L, Franceschini N, Frayling TM, Gago-Dominguez M, Mezzavilla M, García-Closas M, Gieger C, Giles GG, Grallert H, Gudbjartsson DF, Gudnason V, Guénel P, Haiman CA, Håkansson N, Hall P, Hayward C, He C, He W, Heiss G, Høffding MK, Hopper JL, Hottenga JJ, Hu F, Hunter D, Ikram MA, Jackson RD, Joaquim MDR, John EM, Joshi PK, Karasik D, Kardia SLR, Kartsonaki C, Karlsson R, Kitahara CM, Kolcic I, Kooperberg C, Kraft P, Kurian AW, Kutalik Z, La Bianca M, LaChance G, Langenberg C, Launer LJ, Laven JSE, Lawlor DA, Le Marchand L, Li J, Lindblom A, Lindstrom S, Lindstrom T, Linet M, Liu Y, Liu S, Luan J, Mägi R, Magnusson PKE, Mangino M, Mannermaa A, Marco B, Marten J, Martin NG, Mbarek H, McKnight B, Medland SE, Meisinger C, Meitinger T, Menni C, Metspalu A, Milani L, Milne RL, Montgomery GW, Mook-Kanamori DO, Mulas A, Mulligan AM, Murray A, Nalls MA, Newman A, Noordam R, Nutile T, Nyholt DR, Olshan AF, Olsson H, Painter JN, Patel AV, Pedersen NL, Perjakova N, Peters A, Peters U, Pharoah PDP, Polasek O, Porcu E, Psaty BM, Rahman I, Rennert G, Rennert HS, Ridker PM, Ring SM, Robino A, Rose LM, Rosendaal FR, Rossouw J, Rudan I, Rueedi R, Ruggiero D, Sala CF, Saloustros E, Sandler DP, Sanna S, Sawyer EJ, Sarnowski C, Schlessinger D, Schmidt MK, Schoemaker MJ, Schraut KE, Scott C, Shekari S, Shrikhande A, Smith AV, Smith BH, Smith JA, Sorice R, Southey MC, Spector TD, Spinelli JJ, Stampfer M, Stöckl D, van Meurs JBJ, Strauch K, Styrkarsdottir U, Swerdlow AJ, Tanaka T, Teras LR, Teumer A, Þorsteinsdottir U, Timpson NJ, Toniolo D, Traglia M, Troester MA, Truong T, Tyrrell J, Uitterlinden AG, Ulivi S, Vachon CM, Vitart V, Völker U, Vollenweider P, Völzke H, Wang Q, Wareham NJ, Weinberg CR, Weir DR, Wilcox AN, van Dijk KW, Willemsen G, Wilson JF, Wolffenbuttel BHR, Wolk A, Wood AR, Zhao W, Zygmunt M, Chen Z, Li L, Franke L, Burgess S, Deelen P, Pers TH, Grøndahl ML, Andersen CY, Pujol A, Lopez-Contreras AJ, Daniel JA, Stefansson K, Chang-Claude J, van der Schouw YT, Lunetta KL, Chasman DI, Easton DF, Visser JA, Ozanne SE, Namekawa SH, Solc P, Murabito JM, Ong KK, Hoffmann ER, Murray A, Roig I, and Perry JRB
Subjects: Adult, Alleles, Animals, Bone and Bones metabolism, Checkpoint Kinase 1 genetics, Checkpoint Kinase 2 genetics, Diabetes Mellitus, Type 2, Diet, Europe ethnology, Asia, Eastern ethnology, Female, Fertility genetics, Fragile X Mental Retardation Protein genetics, Genetic Predisposition to Disease, Genome-Wide Association Study, Healthy Aging genetics, Humans, Longevity genetics, Menopause genetics, Menopause, Premature genetics, Mice, Mice, Inbred C57BL, Middle Aged, Primary Ovarian Insufficiency genetics, Uterus, Aging genetics, Ovary metabolism
Abstract: Reproductive longevity is essential for fertility and influences healthy ageing in women 1,2 , but insights into its underlying biological mechanisms and treatments to preserve it are limited. Here we identify 290 genetic determinants of ovarian ageing, assessed using normal variation in age at natural menopause (ANM) in about 200,000 women of European ancestry. These common alleles were associated with clinical extremes of ANM; women in the top 1% of genetic susceptibility have an equivalent risk of premature ovarian insufficiency to those carrying monogenic FMR1 premutations 3 . The identified loci implicate a broad range of DNA damage response (DDR) processes and include loss-of-function variants in key DDR-associated genes. Integration with experimental models demonstrates that these DDR processes act across the life-course to shape the ovarian reserve and its rate of depletion. Furthermore, we demonstrate that experimental manipulation of DDR pathways highlighted by human genetics increases fertility and extends reproductive life in mice. Causal inference analyses using the identified genetic variants indicate that extending reproductive life in women improves bone health and reduces risk of type 2 diabetes, but increases the risk of hormone-sensitive cancers. These findings provide insight into the mechanisms that govern ovarian ageing, when they act, and how they might be targeted by therapeutic approaches to extend fertility and prevent disease., (© 2021. The Author(s), under exclusive licence to Springer Nature Limited.)
Published: 2021
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