ALBERT

Description: Blood pressure is a heritable trait influenced by several biological pathways and responsive to environmental stimuli. Over one billion people worldwide have hypertension (〉/=140 mm Hg systolic blood pressure or 〉/=90 mm Hg diastolic blood pressure). Even small increments in blood pressure are associated with an increased risk of cardiovascular events. This genome-wide association study of systolic and diastolic blood pressure, which used a multi-stage design in 200,000 individuals of European descent, identified sixteen novel loci: six of these loci contain genes previously known or suspected to regulate blood pressure (GUCY1A3-GUCY1B3, NPR3-C5orf23, ADM, FURIN-FES, GOSR2, GNAS-EDN3); the other ten provide new clues to blood pressure physiology. A genetic risk score based on 29 genome-wide significant variants was associated with hypertension, left ventricular wall thickness, stroke and coronary artery disease, but not kidney disease or kidney function. We also observed associations with blood pressure in East Asian, South Asian and African ancestry individuals. Our findings provide new insights into the genetics and biology of blood pressure, and suggest potential novel therapeutic pathways for cardiovascular disease prevention.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3340926/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉   〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3340926/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉International Consortium for Blood Pressure Genome-Wide Association Studies -- Ehret, Georg B -- Munroe, Patricia B -- Rice, Kenneth M -- Bochud, Murielle -- Johnson, Andrew D -- Chasman, Daniel I -- Smith, Albert V -- Tobin, Martin D -- Verwoert, Germaine C -- Hwang, Shih-Jen -- Pihur, Vasyl -- Vollenweider, Peter -- O'Reilly, Paul F -- Amin, Najaf -- Bragg-Gresham, Jennifer L -- Teumer, Alexander -- Glazer, Nicole L -- Launer, Lenore -- Zhao, Jing Hua -- Aulchenko, Yurii -- Heath, Simon -- Sober, Siim -- Parsa, Afshin -- Luan, Jian'an -- Arora, Pankaj -- Dehghan, Abbas -- Zhang, Feng -- Lucas, Gavin -- Hicks, Andrew A -- Jackson, Anne U -- Peden, John F -- Tanaka, Toshiko -- Wild, Sarah H -- Rudan, Igor -- Igl, Wilmar -- Milaneschi, Yuri -- Parker, Alex N -- Fava, Cristiano -- Chambers, John C -- Fox, Ervin R -- Kumari, Meena -- Go, Min Jin -- van der Harst, Pim -- Kao, Wen Hong Linda -- Sjogren, Marketa -- Vinay, D G -- Alexander, Myriam -- Tabara, Yasuharu -- Shaw-Hawkins, Sue -- Whincup, Peter H -- Liu, Yongmei -- Shi, Gang -- Kuusisto, Johanna -- Tayo, Bamidele -- Seielstad, Mark -- Sim, Xueling -- Nguyen, Khanh-Dung Hoang -- Lehtimaki, Terho -- Matullo, Giuseppe -- Wu, Ying -- Gaunt, Tom R -- Onland-Moret, N Charlotte -- Cooper, Matthew N -- Platou, Carl G P -- Org, Elin -- Hardy, Rebecca -- Dahgam, Santosh -- Palmen, Jutta -- Vitart, Veronique -- Braund, Peter S -- Kuznetsova, Tatiana -- Uiterwaal, Cuno S P M -- Adeyemo, Adebowale -- Palmas, Walter -- Campbell, Harry -- Ludwig, Barbara -- Tomaszewski, Maciej -- Tzoulaki, Ioanna -- Palmer, Nicholette D -- CARDIoGRAM consortium -- CKDGen Consortium -- KidneyGen Consortium -- EchoGen consortium -- CHARGE-HF consortium -- Aspelund, Thor -- Garcia, Melissa -- Chang, Yen-Pei C -- O'Connell, Jeffrey R -- Steinle, Nanette I -- Grobbee, Diederick E -- Arking, Dan E -- Kardia, Sharon L -- Morrison, Alanna C -- Hernandez, Dena -- Najjar, Samer -- McArdle, Wendy L -- Hadley, David -- Brown, Morris J -- Connell, John M -- Hingorani, Aroon D -- Day, Ian N M -- Lawlor, Debbie A -- Beilby, John P -- Lawrence, Robert W -- Clarke, Robert -- Hopewell, Jemma C -- Ongen, Halit -- Dreisbach, Albert W -- Li, Yali -- Young, J Hunter -- Bis, Joshua C -- Kahonen, Mika -- Viikari, Jorma -- Adair, Linda S -- Lee, Nanette R -- Chen, Ming-Huei -- Olden, Matthias -- Pattaro, Cristian -- Bolton, Judith A Hoffman -- Kottgen, Anna -- Bergmann, Sven -- Mooser, Vincent -- Chaturvedi, Nish -- Frayling, Timothy M -- Islam, Muhammad -- Jafar, Tazeen H -- Erdmann, Jeanette -- Kulkarni, Smita R -- Bornstein, Stefan R -- Grassler, Jurgen -- Groop, Leif -- Voight, Benjamin F -- Kettunen, Johannes -- Howard, Philip -- Taylor, Andrew -- Guarrera, Simonetta -- Ricceri, Fulvio -- Emilsson, Valur -- Plump, Andrew -- Barroso, Ines -- Khaw, Kay-Tee -- Weder, Alan B -- Hunt, Steven C -- Sun, Yan V -- Bergman, Richard N -- Collins, Francis S -- Bonnycastle, Lori L -- Scott, Laura J -- Stringham, Heather M -- Peltonen, Leena -- Perola, Markus -- Vartiainen, Erkki -- Brand, Stefan-Martin -- Staessen, Jan A -- Wang, Thomas J -- Burton, Paul R -- Soler Artigas, Maria -- Dong, Yanbin -- Snieder, Harold -- Wang, Xiaoling -- Zhu, Haidong -- Lohman, Kurt K -- Rudock, Megan E -- Heckbert, Susan R -- Smith, Nicholas L -- Wiggins, Kerri L -- Doumatey, Ayo -- Shriner, Daniel -- Veldre, Gudrun -- Viigimaa, Margus -- Kinra, Sanjay -- Prabhakaran, Dorairaj -- Tripathy, Vikal -- Langefeld, Carl D -- Rosengren, Annika -- Thelle, Dag S -- Corsi, Anna Maria -- Singleton, Andrew -- Forrester, Terrence -- Hilton, Gina -- McKenzie, Colin A -- Salako, Tunde -- Iwai, Naoharu -- Kita, Yoshikuni -- Ogihara, Toshio -- Ohkubo, Takayoshi -- Okamura, Tomonori -- Ueshima, Hirotsugu -- Umemura, Satoshi -- Eyheramendy, Susana -- Meitinger, Thomas -- Wichmann, H-Erich -- Cho, Yoon Shin -- Kim, Hyung-Lae -- Lee, Jong-Young -- Scott, James -- Sehmi, Joban S -- Zhang, Weihua -- Hedblad, Bo -- Nilsson, Peter -- Smith, George Davey -- Wong, Andrew -- Narisu, Narisu -- Stancakova, Alena -- Raffel, Leslie J -- Yao, Jie -- Kathiresan, Sekar -- O'Donnell, Christopher J -- Schwartz, Stephen M -- Ikram, M Arfan -- Longstreth, W T Jr -- Mosley, Thomas H -- Seshadri, Sudha -- Shrine, Nick R G -- Wain, Louise V -- Morken, Mario A -- Swift, Amy J -- Laitinen, Jaana -- Prokopenko, Inga -- Zitting, Paavo -- Cooper, Jackie A -- Humphries, Steve E -- Danesh, John -- Rasheed, Asif -- Goel, Anuj -- Hamsten, Anders -- Watkins, Hugh -- Bakker, Stephan J L -- van Gilst, Wiek H -- Janipalli, Charles S -- Mani, K Radha -- Yajnik, Chittaranjan S -- Hofman, Albert -- Mattace-Raso, Francesco U S -- Oostra, Ben A -- Demirkan, Ayse -- Isaacs, Aaron -- Rivadeneira, Fernando -- Lakatta, Edward G -- Orru, Marco -- Scuteri, Angelo -- Ala-Korpela, Mika -- Kangas, Antti J -- Lyytikainen, Leo-Pekka -- Soininen, Pasi -- Tukiainen, Taru -- Wurtz, Peter -- Ong, Rick Twee-Hee -- Dorr, Marcus -- Kroemer, Heyo K -- Volker, Uwe -- Volzke, Henry -- Galan, Pilar -- Hercberg, Serge -- Lathrop, Mark -- Zelenika, Diana -- Deloukas, Panos -- Mangino, Massimo -- Spector, Tim D -- Zhai, Guangju -- Meschia, James F -- Nalls, Michael A -- Sharma, Pankaj -- Terzic, Janos -- Kumar, M V Kranthi -- Denniff, Matthew -- Zukowska-Szczechowska, Ewa -- Wagenknecht, Lynne E -- Fowkes, F Gerald R -- Charchar, Fadi J -- Schwarz, Peter E H -- Hayward, Caroline -- Guo, Xiuqing -- Rotimi, Charles -- Bots, Michiel L -- Brand, Eva -- Samani, Nilesh J -- Polasek, Ozren -- Talmud, Philippa J -- Nyberg, Fredrik -- Kuh, Diana -- Laan, Maris -- Hveem, Kristian -- Palmer, Lyle J -- van der Schouw, Yvonne T -- Casas, Juan P -- Mohlke, Karen L -- Vineis, Paolo -- Raitakari, Olli -- Ganesh, Santhi K -- Wong, Tien Y -- Tai, E Shyong -- Cooper, Richard S -- Laakso, Markku -- Rao, Dabeeru C -- Harris, Tamara B -- Morris, Richard W -- Dominiczak, Anna F -- Kivimaki, Mika -- Marmot, Michael G -- Miki, Tetsuro -- Saleheen, Danish -- Chandak, Giriraj R -- Coresh, Josef -- Navis, Gerjan -- Salomaa, Veikko -- Han, Bok-Ghee -- Zhu, Xiaofeng -- Kooner, Jaspal S -- Melander, Olle -- Ridker, Paul M -- Bandinelli, Stefania -- Gyllensten, Ulf B -- Wright, Alan F -- Wilson, James F -- Ferrucci, Luigi -- Farrall, Martin -- Tuomilehto, Jaakko -- Pramstaller, Peter P -- Elosua, Roberto -- Soranzo, Nicole -- Sijbrands, Eric J G -- Altshuler, David -- Loos, Ruth J F -- Shuldiner, Alan R -- Gieger, Christian -- Meneton, Pierre -- Uitterlinden, Andre G -- Wareham, Nicholas J -- Gudnason, Vilmundur -- Rotter, Jerome I -- Rettig, Rainer -- Uda, Manuela -- Strachan, David P -- Witteman, Jacqueline C M -- Hartikainen, Anna-Liisa -- Beckmann, Jacques S -- Boerwinkle, Eric -- Vasan, Ramachandran S -- Boehnke, Michael -- Larson, Martin G -- Jarvelin, Marjo-Riitta -- Psaty, Bruce M -- Abecasis, Goncalo R -- Chakravarti, Aravinda -- Elliott, Paul -- van Duijn, Cornelia M -- Newton-Cheh, Christopher -- Levy, Daniel -- Caulfield, Mark J -- Johnson, Toby -- 068545/Z/02/Wellcome Trust/United Kingdom -- 070191/Z/03/Z/Wellcome Trust/United Kingdom -- 077016/Z/05/Z/Wellcome Trust/United Kingdom -- 079895/Wellcome Trust/United Kingdom -- 080747/Z/06/Z/Wellcome Trust/United Kingdom -- 090532/Wellcome Trust/United Kingdom -- 1R01AG032098-01A/AG/NIA NIH HHS/ -- 1RL1MH083268-01/MH/NIMH NIH HHS/ -- 263 MD 821336/MD/NIMHD NIH HHS/ -- 263 MD 9164/MD/NIMHD NIH HHS/ -- 263-MA-410953/PHS HHS/ -- 2M01RR010284/RR/NCRR NIH HHS/ -- 33014/PHS HHS/ -- 55005617/Howard Hughes Medical Institute/ -- 5R01HL086694-03/HL/NHLBI NIH HHS/ -- 5R01HL087679-02/HL/NHLBI NIH HHS/ -- 5R01HL08770002/HL/NHLBI NIH HHS/ -- 5R01MH63706:02/MH/NIMH NIH HHS/ -- 5U01CA086308/CA/NCI NIH HHS/ -- AG13196/AG/NIA NIH HHS/ -- CH/03/001/British Heart Foundation/United Kingdom -- CZB/4/276/Chief Scientist Office/United Kingdom -- CZB/4/710/Chief Scientist Office/United Kingdom -- DK062370/DK/NIDDK NIH HHS/ -- DK063491/DK/NIDDK NIH HHS/ -- DK072193/DK/NIDDK NIH HHS/ -- DK075787/DK/NIDDK NIH HHS/ -- DK078150/DK/NIDDK NIH HHS/ -- DK56350/DK/NIDDK NIH HHS/ -- ES10126/ES/NIEHS NIH HHS/ -- FS05/125/British Heart Foundation/United Kingdom -- G0000934/Medical Research Council/United Kingdom -- G0100222/Medical Research Council/United Kingdom -- G0400874/Medical Research Council/United Kingdom -- G0401527/Medical Research Council/United Kingdom -- G0500539/Medical Research Council/United Kingdom -- G0501942/British Heart Foundation/United Kingdom -- G0501942/Medical Research Council/United Kingdom -- G0600331/Medical Research Council/United Kingdom -- G0600705/Medical Research Council/United Kingdom -- G0601966/Medical Research Council/United Kingdom -- G0700931/Medical Research Council/United Kingdom -- G0701863/Medical Research Council/United Kingdom -- G0801056/Medical Research Council/United Kingdom -- G0902037/Medical Research Council/United Kingdom -- G0902313/Medical Research Council/United Kingdom -- G1000143/Medical Research Council/United Kingdom -- G19/35/Medical Research Council/United Kingdom -- G20234/Biotechnology and Biological Sciences Research Council/United Kingdom -- G8802774/Medical Research Council/United Kingdom -- G9521010/Medical Research Council/United Kingdom -- G9521010D/Medical Research Council/United Kingdom -- HG003054/HG/NHGRI NIH HHS/ -- HG005581/HG/NHGRI NIH HHS/ -- HHSN268200625226C/PHS HHS/ -- HHSN268200782096/PHS HHS/ -- HHSN268200782096C/PHS HHS/ -- HL 54512/HL/NHLBI NIH HHS/ -- HL-87660/HL/NHLBI NIH HHS/ -- HL043851/HL/NHLBI NIH HHS/ -- HL080025/HL/NHLBI NIH HHS/ -- HL084729/HL/NHLBI NIH HHS/ -- HL085144/HL/NHLBI NIH HHS/ -- HL086718/HL/NHLBI NIH HHS/ -- HL087647/HL/NHLBI NIH HHS/ -- HL098283/HL/NHLBI NIH HHS/ -- HL36310/HL/NHLBI NIH HHS/ -- HL45508/HL/NHLBI NIH HHS/ -- HL53353/HL/NHLBI NIH HHS/ -- HL54512/HL/NHLBI NIH HHS/ -- HS06516/HS/AHRQ HHS/ -- K12RR023250/RR/NCRR NIH HHS/ -- M01 RR16500/RR/NCRR NIH HHS/ -- M01-RR00425/RR/NCRR NIH HHS/ -- MC_PC_U127561128/Medical Research Council/United Kingdom -- MC_U106179471/Medical Research Council/United Kingdom -- MC_U106188470/Medical Research Council/United Kingdom -- MC_U123092720/Medical Research Council/United Kingdom -- MC_U123092723/Medical Research Council/United Kingdom -- MC_U127561128/Medical Research Council/United Kingdom -- MC_U137686857/Medical Research Council/United Kingdom -- MC_UP_A100_1003/Medical Research Council/United Kingdom -- MOP-82810/Canadian Institutes of Health Research/Canada -- MOP172605/Canadian Institutes of Health Research/Canada -- MOP77682/Canadian Institutes of Health Research/Canada -- N01 HC-15103/HC/NHLBI NIH HHS/ -- N01 HC-55222/HC/NHLBI NIH HHS/ -- N01 HC-95159/HC/NHLBI NIH HHS/ -- N01 HC-95169/HC/NHLBI NIH HHS/ -- N01-AG-1-2109/AG/NIA NIH HHS/ -- N01-AG-12100/AG/NIA NIH HHS/ -- N01-HC-25195/HC/NHLBI NIH HHS/ -- N01-HC-35129/HC/NHLBI NIH HHS/ -- N01-HC-45133/HC/NHLBI NIH HHS/ -- N01-HC-55015/HC/NHLBI NIH HHS/ -- N01-HC-55016/HC/NHLBI NIH HHS/ -- N01-HC-55018/HC/NHLBI NIH HHS/ -- N01-HC-55019/HC/NHLBI NIH HHS/ -- N01-HC-55020/HC/NHLBI NIH HHS/ -- N01-HC-55021/HC/NHLBI NIH HHS/ -- N01-HC-55022/HC/NHLBI NIH HHS/ -- N01-HC-75150/HC/NHLBI NIH HHS/ -- N01-HC-85079/HC/NHLBI NIH HHS/ -- N01-HC-85080/HC/NHLBI NIH HHS/ -- N01-HC-85081/HC/NHLBI NIH HHS/ -- N01-HC-85082/HC/NHLBI NIH HHS/ -- N01-HC-85083/HC/NHLBI NIH HHS/ -- N01-HC-85084/HC/NHLBI NIH HHS/ -- N01-HC-85085/HC/NHLBI NIH HHS/ -- N01-HC-85086/HC/NHLBI NIH HHS/ -- N01-HC-95160/HC/NHLBI NIH HHS/ -- N01-HC-95161/HC/NHLBI NIH HHS/ -- N01-HC-95162/HC/NHLBI NIH HHS/ -- N01-HC-95163/HC/NHLBI NIH HHS/ -- N01-HC-95164/HC/NHLBI NIH HHS/ -- N01-HC-95165/HC/NHLBI NIH HHS/ -- N01-HC-95166/HC/NHLBI NIH HHS/ -- N01-HC-95167/HC/NHLBI NIH HHS/ -- N01-HC-95168/HC/NHLBI NIH HHS/ -- N01-HD-1-3107/HD/NICHD NIH HHS/ -- N01AG6210/AG/NIA NIH HHS/ -- N01AG62101/AG/NIA NIH HHS/ -- N01AG62103/AG/NIA NIH HHS/ -- N02-HL-6-4278/HL/NHLBI NIH HHS/ -- P01CA055075/CA/NCI NIH HHS/ -- P01CA087969/CA/NCI NIH HHS/ -- P30 ES010126/ES/NIEHS NIH HHS/ -- P30ES007033/ES/NIEHS NIH HHS/ -- PG/02/128/British Heart Foundation/United Kingdom -- PG97012/British Heart Foundation/United Kingdom -- PG97027/British Heart Foundation/United Kingdom -- R01 AG017644-09S1/AG/NIA NIH HHS/ -- R01 AG18728/AG/NIA NIH HHS/ -- R01 DK072193/DK/NIDDK NIH HHS/ -- R01 DK078150/DK/NIDDK NIH HHS/ -- R01 HL073410/HL/NHLBI NIH HHS/ -- R01 HL085251/HL/NHLBI NIH HHS/ -- R01 HL086694/HL/NHLBI NIH HHS/ -- R01 HL086694-03/HL/NHLBI NIH HHS/ -- R01 HL086694-04A1/HL/NHLBI NIH HHS/ -- R01 HL086694-05/HL/NHLBI NIH HHS/ -- R01 HL087647/HL/NHLBI NIH HHS/ -- R01 HL087652/HL/NHLBI NIH HHS/ -- R01 HL088119/HL/NHLBI NIH HHS/ -- R01 NS39987/NS/NINDS NIH HHS/ -- R01 NS42733/NS/NINDS NIH HHS/ -- R01DK058845/DK/NIDDK NIH HHS/ -- R01DK066574/DK/NIDDK NIH HHS/ -- R01HL056931/HL/NHLBI NIH HHS/ -- R01HL060894/HL/NHLBI NIH HHS/ -- R01HL060919/HL/NHLBI NIH HHS/ -- R01HL06094/HL/NHLBI NIH HHS/ -- R01HL061019/HL/NHLBI NIH HHS/ -- R01HL071051/HL/NHLBI NIH HHS/ -- R01HL071205/HL/NHLBI NIH HHS/ -- R01HL071250/HL/NHLBI NIH HHS/ -- R01HL071251/HL/NHLBI NIH HHS/ -- R01HL071252/HL/NHLBI NIH HHS/ -- R01HL071258/HL/NHLBI NIH HHS/ -- R01HL071259/HL/NHLBI NIH HHS/ -- R01HL086694/HL/NHLBI NIH HHS/ -- R01HL087641/HL/NHLBI NIH HHS/ -- R01HL089650-02/HL/NHLBI NIH HHS/ -- R01HL59367/HL/NHLBI NIH HHS/ -- R03 TW007165/TW/FIC NIH HHS/ -- R37HL051021/HL/NHLBI NIH HHS/ -- RG/07/005/23633/British Heart Foundation/United Kingdom -- RG/07/008/23674/British Heart Foundation/United Kingdom -- RG/08/008/25291/British Heart Foundation/United Kingdom -- RG/08/013/25942/British Heart Foundation/United Kingdom -- RG/08/014/24067/British Heart Foundation/United Kingdom -- RG/98002/British Heart Foundation/United Kingdom -- RG08/01/British Heart Foundation/United Kingdom -- RR-024156/RR/NCRR NIH HHS/ -- RR20649/RR/NCRR NIH HHS/ -- S06GM008016-320107/GM/NIGMS NIH HHS/ -- S06GM008016-380111/GM/NIGMS NIH HHS/ -- SP/04/002/British Heart Foundation/United Kingdom -- SP/08/005/25115/British Heart Foundation/United Kingdom -- TW008288/TW/FIC NIH HHS/ -- TW05596/TW/FIC NIH HHS/ -- U01 DK062418/DK/NIDDK NIH HHS/ -- U01 GM074518-04/GM/NIGMS NIH HHS/ -- U01 HL054466/HL/NHLBI NIH HHS/ -- U01 HL054466-11/HL/NHLBI NIH HHS/ -- U01 HL054471/HL/NHLBI NIH HHS/ -- U01 HL054473/HL/NHLBI NIH HHS/ -- U01 HL054527/HL/NHLBI NIH HHS/ -- U01 HL072515-06/HL/NHLBI NIH HHS/ -- U01 HL080295/HL/NHLBI NIH HHS/ -- U01 HL084756/HL/NHLBI NIH HHS/ -- U01 NS069208/NS/NINDS NIH HHS/ -- U01 NS069208-01/NS/NINDS NIH HHS/ -- U01DE018903/DE/NIDCR NIH HHS/ -- U01DE01899/DE/NIDCR NIH HHS/ -- U01HG004399/HG/NHGRI NIH HHS/ -- U01HG004402/HG/NHGRI NIH HHS/ -- U01HG004415/HG/NHGRI NIH HHS/ -- U01HG004422/HG/NHGRI NIH HHS/ -- U01HG004423/HG/NHGRI NIH HHS/ -- U01HG004436/HG/NHGRI NIH HHS/ -- U01HG004438/HG/NHGRI NIH HHS/ -- U01HG004446/HG/NHGRI NIH HHS/ -- U01HG004726/HG/NHGRI NIH HHS/ -- U01HG004728/HG/NHGRI NIH HHS/ -- U01HG004729/HG/NHGRI NIH HHS/ -- U01HG004735/HG/NHGRI NIH HHS/ -- U01HG004738/HG/NHGRI NIH HHS/ -- U10 HL054512/HL/NHLBI NIH HHS/ -- U10HL054512/HL/NHLBI NIH HHS/ -- U54 RR020278/RR/NCRR NIH HHS/ -- UL1RR025005/RR/NCRR NIH HHS/ -- Intramural NIH HHS/ -- England -- Nature. 2011 Sep 11;478(7367):103-9. doi: 10.1038/nature10405.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/21909115" target="_blank"〉PubMed〈/a〉

Description: Genome-wide association studies (GWAS) have identified many risk loci for complex diseases, but effect sizes are typically small and information on the underlying biological processes is often lacking. Associations with metabolic traits as functional intermediates can overcome these problems and potentially inform individualized therapy. Here we report a comprehensive analysis of genotype-dependent metabolic phenotypes using a GWAS with non-targeted metabolomics. We identified 37 genetic loci associated with blood metabolite concentrations, of which 25 show effect sizes that are unusually high for GWAS and account for 10-60% differences in metabolite levels per allele copy. Our associations provide new functional insights for many disease-related associations that have been reported in previous studies, including those for cardiovascular and kidney disorders, type 2 diabetes, cancer, gout, venous thromboembolism and Crohn's disease. The study advances our knowledge of the genetic basis of metabolic individuality in humans and generates many new hypotheses for biomedical and pharmaceutical research.〈br /〉〈br /〉〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3832838/" target="_blank"〉〈img src="https://static.pubmed.gov/portal/portal3rc.fcgi/4089621/img/3977009" border="0"〉〈/a〉   〈a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3832838/" target="_blank"〉This paper as free author manuscript - peer-reviewed and accepted for publication〈/a〉〈br /〉〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Suhre, Karsten -- Shin, So-Youn -- Petersen, Ann-Kristin -- Mohney, Robert P -- Meredith, David -- Wagele, Brigitte -- Altmaier, Elisabeth -- CARDIoGRAM -- Deloukas, Panos -- Erdmann, Jeanette -- Grundberg, Elin -- Hammond, Christopher J -- de Angelis, Martin Hrabe -- Kastenmuller, Gabi -- Kottgen, Anna -- Kronenberg, Florian -- Mangino, Massimo -- Meisinger, Christa -- Meitinger, Thomas -- Mewes, Hans-Werner -- Milburn, Michael V -- Prehn, Cornelia -- Raffler, Johannes -- Ried, Janina S -- Romisch-Margl, Werner -- Samani, Nilesh J -- Small, Kerrin S -- Wichmann, H-Erich -- Zhai, Guangju -- Illig, Thomas -- Spector, Tim D -- Adamski, Jerzy -- Soranzo, Nicole -- Gieger, Christian -- 091746/Wellcome Trust/United Kingdom -- 091746/Z/10/Z/Wellcome Trust/United Kingdom -- 1R01HL103931-01/HL/NHLBI NIH HHS/ -- HL087647/HL/NHLBI NIH HHS/ -- MOP172605/Canadian Institutes of Health Research/Canada -- MOP77682/Canadian Institutes of Health Research/Canada -- MOP-82810/Canadian Institutes of Health Research/Canada -- N01-AG-12100/AG/NIA NIH HHS/ -- N01-HC-55015/HC/NHLBI NIH HHS/ -- N01-HC-55016/HC/NHLBI NIH HHS/ -- N01-HC-55018/HC/NHLBI NIH HHS/ -- N01-HC-55019/HC/NHLBI NIH HHS/ -- N01-HC-55020/HC/NHLBI NIH HHS/ -- N01-HC-55021/HC/NHLBI NIH HHS/ -- N01-HC-55022/HC/NHLBI NIH HHS/ -- P01 HL098055/HL/NHLBI NIH HHS/ -- P01HL076491-06/HL/NHLBI NIH HHS/ -- P01HL087018/HL/NHLBI NIH HHS/ -- R01 HL087647/HL/NHLBI NIH HHS/ -- R01 HL087676/HL/NHLBI NIH HHS/ -- R01DK080732/DK/NIDDK NIH HHS/ -- R01HL089650-02/HL/NHLBI NIH HHS/ -- Biotechnology and Biological Sciences Research Council/United Kingdom -- British Heart Foundation/United Kingdom -- Cancer Research UK/United Kingdom -- Intramural NIH HHS/ -- Medical Research Council/United Kingdom -- England -- Nature. 2011 Aug 31;477(7362):54-60. doi: 10.1038/nature10354.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen, German Research Center for Environmental Health, Ingolstadter Landstrasse 1, 85764 Neuherberg, Germany. karsten@suhre.fr〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/21886157" target="_blank"〉PubMed〈/a〉

Description: The multidrug ATP-binding cassette, subfamily G, 2 (ABCG2) transporter was recently identified as an important human urate transporter, and a common mutation, a Gln to Lys substitution at position 141 (Q141K), was shown to cause hyperuricemia and gout. The nature of the Q141K defect, however, remains undefined. Here we explore...

Description: Albuminuria and reduced glomerular filtration rate are manifestations of chronic kidney disease (CKD) that predict end-stage renal disease, acute kidney injury, cardiovascular disease and death. We hypothesized that SNPs identified in association with the estimated glomerular filtration rate (eGFR) would also be associated with albuminuria. Within the CKDGen Consortium cohort ( n = 31 580, European ancestry), we tested 16 eGFR-associated SNPs for association with the urinary albumin-to-creatinine ratio (UACR) and albuminuria [UACR 〉25 mg/g (women); 17 mg/g (men)]. In parallel, within the CARe Renal Consortium ( n = 5569, African ancestry), we tested seven eGFR-associated SNPs for association with the UACR. We used a Bonferroni-corrected P -value of 0.003 (0.05/16) in CKDGen and 0.007 (0.05/7) in CARe. We also assessed whether the 16 eGFR SNPs were associated with the UACR in aggregate using a beta-weighted genotype score. In the CKDGen Consortium, the minor A allele of rs17319721 in the SHROOM3 gene, known to be associated with a lower eGFR, was associated with lower ln(UACR) levels (beta = –0.034, P -value = 0.0002). No additional eGFR-associated SNPs met the Bonferroni-corrected P -value threshold of 0.003 for either UACR or albuminuria. In the CARe Renal Consortium, there were no associations between SNPs and UACR with a P 〈 0.007. Although we found the genotype score to be associated with albuminuria ( P = 0.0006), this result was driven almost entirely by the known SHROOM3 variant, rs17319721. Removal of rs17319721 resulted in a P -value 0.03, indicating a weak residual aggregate signal. No alleles, previously demonstrated to be associated with a lower eGFR, were associated with the UACR or albuminuria, suggesting that there may be distinct genetic components for these traits.

Description: In conducting genome-wide association studies (GWAS), analytical approaches leveraging biological information may further understanding of the pathophysiology of clinical traits. To discover novel associations with estimated glomerular filtration rate (eGFR), a measure of kidney function, we developed a strategy for integrating prior biological knowledge into the existing GWAS data for eGFR from the CKDGen Consortium. Our strategy focuses on single nucleotide polymorphism (SNPs) in genes that are connected by functional evidence, determined by literature mining and gene ontology (GO) hierarchies, to genes near previously validated eGFR associations. It then requires association thresholds consistent with multiple testing, and finally evaluates novel candidates by independent replication. Among the samples of European ancestry, we identified a genome-wide significant SNP in FBXL20 ( P = 5.6 x 10 –9 ) in meta-analysis of all available data, and additional SNPs at the INHBC , LRP2 , PLEKHA1 , SLC3A2 and SLC7A6 genes meeting multiple-testing corrected significance for replication and overall P -values of 4.5 x 10 –4 –2.2 x 10 –7 . Neither the novel PLEKHA1 nor FBXL20 associations, both further supported by association with eGFR among African Americans and with transcript abundance, would have been implicated by eGFR candidate gene approaches. LRP2 , encoding the megalin receptor, was identified through connection with the previously known eGFR gene DAB2 and extends understanding of the megalin system in kidney function. These findings highlight integration of existing genome-wide association data with independent biological knowledge to uncover novel candidate eGFR associations, including candidates lacking known connections to kidney-specific pathways. The strategy may also be applicable to other clinical phenotypes, although more testing will be needed to assess its potential for discovery in general.