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Genome Analyses of >200,000 Individuals Identify 58 Loci for Chronic Inflammation and Highlight Pathways that Link Inflammation and Complex Disorders
Authors :
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 Alizadeh, Behrooz Z 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 Alizadeh, Behrooz Z
Publication Year :
2018
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.
Details
Database :
OAIster
Notes :
English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1235209166
Document Type :
Electronic Resource
Full Text :
https://doi.org/10.1016.j.ajhg.2018.09.009