Genetic loci and prioritization of genes for kidney function decline derived from a meta-analysis of 62 longitudinal genome-wide association studies.


Journal

Kidney international
ISSN: 1523-1755
Titre abrégé: Kidney Int
Pays: United States
ID NLM: 0323470

Informations de publication

Date de publication:
09 2022
Historique:
received: 15 10 2021
revised: 19 04 2022
accepted: 11 05 2022
pubmed: 19 6 2022
medline: 24 8 2022
entrez: 18 6 2022
Statut: ppublish

Résumé

Estimated glomerular filtration rate (eGFR) reflects kidney function. Progressive eGFR-decline can lead to kidney failure, necessitating dialysis or transplantation. Hundreds of loci from genome-wide association studies (GWAS) for eGFR help explain population cross section variability. Since the contribution of these or other loci to eGFR-decline remains largely unknown, we derived GWAS for annual eGFR-decline and meta-analyzed 62 longitudinal studies with eGFR assessed twice over time in all 343,339 individuals and in high-risk groups. We also explored different covariate adjustment. Twelve genome-wide significant independent variants for eGFR-decline unadjusted or adjusted for eGFR-baseline (11 novel, one known for this phenotype), including nine variants robustly associated across models were identified. All loci for eGFR-decline were known for cross-sectional eGFR and thus distinguished a subgroup of eGFR loci. Seven of the nine variants showed variant-by-age interaction on eGFR cross section (further about 350,000 individuals), which linked genetic associations for eGFR-decline with age-dependency of genetic cross-section associations. Clinically important were two to four-fold greater genetic effects on eGFR-decline in high-risk subgroups. Five variants associated also with chronic kidney disease progression mapped to genes with functional in-silico evidence (UMOD, SPATA7, GALNTL5, TPPP). An unfavorable versus favorable nine-variant genetic profile showed increased risk odds ratios of 1.35 for kidney failure (95% confidence intervals 1.03-1.77) and 1.27 for acute kidney injury (95% confidence intervals 1.08-1.50) in over 2000 cases each, with matched controls). Thus, we provide a large data resource, genetic loci, and prioritized genes for kidney function decline, which help inform drug development pipelines revealing important insights into the age-dependency of kidney function genetics.

Identifiants

pubmed: 35716955
pii: S0085-2538(22)00454-9
doi: 10.1016/j.kint.2022.05.021
pmc: PMC10034922
mid: NIHMS1841277
pii:
doi:

Substances chimiques

GALNTL5 protein, human EC 2.4.1.-
N-Acetylgalactosaminyltransferases EC 2.4.1.-

Types de publication

Journal Article Meta-Analysis Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

624-639

Subventions

Organisme : NHLBI NIH HHS
ID : U01 HL130114
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK107786
Pays : United States
Organisme : NIDDK NIH HHS
ID : P30 DK063491
Pays : United States
Organisme : NIMH NIH HHS
ID : RC2 MH089951
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG007417
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00002
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000445
Pays : United States
Organisme : Intramural NIH HHS
ID : Z01 AG000513
Pays : United States
Organisme : NCRR NIH HHS
ID : K12 RR023250
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00005
Pays : United States
Organisme : NICHD NIH HHS
ID : P50 HD104224
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH081802
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95160
Pays : United States
Organisme : NCRR NIH HHS
ID : UL1 RR025005
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95163
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01 HL080295
Pays : United States
Organisme : NIMH NIH HHS
ID : RC2 MH089995
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201500001C
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001079
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800014I
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268200800007C
Pays : United States
Organisme : NHLBI NIH HHS
ID : U19 HL065962
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00001
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95169
Pays : United States
Organisme : Bill & Melinda Gates Foundation
ID : INV-024200
Pays : United States
Organisme : NCI NIH HHS
ID : T32 CA160056
Pays : United States
Organisme : NCRR NIH HHS
ID : S10 RR025141
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK110113
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL086694
Pays : United States
Organisme : NHLBI NIH HHS
ID : R35 HL135824
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG004402
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95164
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95162
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC85086
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00003
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK062370
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95168
Pays : United States
Organisme : NHLBI NIH HHS
ID : T32 HL129982
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01 HL084756
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201200036C
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK101855
Pays : United States
Organisme : NIDDK NIH HHS
ID : P30 DK072488
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800001C
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201700001I
Pays : United States
Organisme : NIMHD NIH HHS
ID : HHSN268201800013I
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201700004I
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95165
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95159
Pays : United States
Organisme : NLM NIH HHS
ID : R01 LM010098
Pays : United States
Organisme : NICHD NIH HHS
ID : R01 HD074711
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95161
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00004
Pays : United States
Organisme : NIGMS NIH HHS
ID : RC2 GM092618
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01 HL072515
Pays : United States
Organisme : NCRR NIH HHS
ID : M01 RR016500
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00007
Pays : United States
Organisme : NIGMS NIH HHS
ID : P50 GM115305
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201500003I
Pays : United States
Organisme : NCATS NIH HHS
ID : KL2 TR002490
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92021D00006
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC85082
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95167
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG006378
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC85083
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800015I
Pays : United States
Organisme : NINDS NIH HHS
ID : R01 NS032830
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000040
Pays : United States
Organisme : NCRR NIH HHS
ID : UL1 RR024975
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG004798
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201700002I
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800010I
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201700005I
Pays : United States
Organisme : NHLBI NIH HHS
ID : 75N92020D00006
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC85079
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC95166
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG023629
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL087641
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001881
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201800011I
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC85080
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201700003I
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG018728
Pays : United States
Organisme : NIGMS NIH HHS
ID : U01 GM074518
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC85081
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL088119
Pays : United States

Commentaires et corrections

Type : CommentIn

Informations de copyright

Copyright © 2022 International Society of Nephrology. Published by Elsevier Inc. All rights reserved.

Références

Nat Genet. 2016 Oct;48(10):1279-83
pubmed: 27548312
Am J Epidemiol. 2005 Aug 1;162(3):267-78
pubmed: 15987729
Nat Commun. 2019 Aug 26;10(1):3842
pubmed: 31451708
Kidney Int. 2015 May;87(5):1017-29
pubmed: 25493955
J Am Soc Nephrol. 2017 Mar;28(3):923-934
pubmed: 27729571
PLoS One. 2014 Jul 01;9(7):e100776
pubmed: 24983941
J Am Soc Nephrol. 2004 Sep;15(9):2457-61
pubmed: 15339995
Nucleic Acids Res. 2019 Jan 8;47(D1):D1005-D1012
pubmed: 30445434
Stat Med. 1998 Nov 30;17(22):2597-606
pubmed: 9839350
PLoS Genet. 2017 Oct 5;13(10):e1006944
pubmed: 28981501
PLoS Med. 2015 Mar 31;12(3):e1001779
pubmed: 25826379
J Am Soc Nephrol. 2021 Jul;32(7):1616-1629
pubmed: 33846238
Sci Rep. 2020 Dec 3;10(1):21103
pubmed: 33273487
Lancet. 2020 Oct 17;396(10258):1204-1222
pubmed: 33069326
PLoS Genet. 2019 Dec 12;15(12):e1008489
pubmed: 31830040
J Am Soc Nephrol. 2016 Oct;27(10):2965-2973
pubmed: 26940091
Adv Ther. 2022 Jan;39(1):193-220
pubmed: 34881414
Am J Hum Genet. 2015 Feb 5;96(2):329-39
pubmed: 25640676
Science. 2007 May 11;316(5826):889-94
pubmed: 17434869
N Engl J Med. 2020 Oct 8;383(15):1436-1446
pubmed: 32970396
Am J Hum Genet. 2018 Aug 2;103(2):232-244
pubmed: 30057032
Nat Genet. 2010 May;42(5):373-5
pubmed: 20383145
Nat Genet. 2019 Jun;51(6):957-972
pubmed: 31152163
BMJ. 2001 Nov 10;323(7321):1123-4
pubmed: 11701584
Genome Res. 2015 Jan;25(1):57-65
pubmed: 25273069
Sci Rep. 2021 Feb 18;11(1):4075
pubmed: 33603002
Lancet. 2013 Jul 13;382(9887):158-69
pubmed: 23727165
PLoS Genet. 2012;8(3):e1002584
pubmed: 22479191
Sci Rep. 2019 Jul 1;9(1):9439
pubmed: 31263163
N Engl J Med. 2013 Dec 5;369(23):2183-96
pubmed: 24206458
Genet Epidemiol. 2009 Jul;33(5):394-405
pubmed: 19219893
Lancet. 1981 Aug 29;2(8244):467-8
pubmed: 6115215
Ann Intern Med. 2009 May 5;150(9):604-12
pubmed: 19414839
Psychol Methods. 2002 Mar;7(1):19-40
pubmed: 11928888
JAMA. 2017 Feb 14;317(6):589-591
pubmed: 28196238
Kidney Int. 2020 Feb;97(2):236-242
pubmed: 31980069
Kidney Int. 2006 Jun;69(12):2155-61
pubmed: 16531986
Am J Hum Genet. 2016 Feb 4;98(2):392-3
pubmed: 26849114
Nat Rev Nephrol. 2020 Jan;16(1):51-64
pubmed: 31527790
Am J Kidney Dis. 2021 Sep;78(3):350-360.e1
pubmed: 33895181
Kidney Int. 2013 Sep;84(3):622-3
pubmed: 23989362
Kidney Int. 2021 Apr;99(4):926-939
pubmed: 33137338
Nat Commun. 2018 May 16;9(1):1946
pubmed: 29769528
Nat Commun. 2021 Jul 16;12(1):4350
pubmed: 34272381
Lancet. 2005 Jan 22-28;365(9456):331-40
pubmed: 15664230

Auteurs

Mathias Gorski (M)

Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany; Department of Nephrology, University Hospital Regensburg, Regensburg, Germany. Electronic address: mathias.gorski@klinik.uni-regensburg.de.

Humaira Rasheed (H)

K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway; MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.

Alexander Teumer (A)

Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany; DZHK (German Center for Cardiovascular Research), partner site Greifswald, Greifswald, Germany; Department of Population Medicine and Lifestyle Diseases Prevention, Medical University of Bialystok, Bialystok, Poland.

Laurent F Thomas (LF)

K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway; Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway; BioCore-Bioinformatics Core Facility, Norwegian University of Science and Technology, Trondheim, Norway.

Sarah E Graham (SE)

Department of Internal Medicine, Division of Cardiology, University of Michigan, Ann Arbor, Michigan, USA.

Gardar Sveinbjornsson (G)

deCODE Genetics/Amgen, Inc., Reykjavik, Iceland.

Thomas W Winkler (TW)

Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany.

Felix Günther (F)

Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany; Statistical Consulting Unit StaBLab, Department of Statistics, LMU Munich, Munich, Germany.

Klaus J Stark (KJ)

Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany.

Jin-Fang Chai (JF)

Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.

Bamidele O Tayo (BO)

Department of Public Health Sciences, Loyola University Chicago, Maywood, Illinois, USA.

Matthias Wuttke (M)

Institute of Genetic Epidemiology, Department of Biometry, Epidemiology and Medical Bioinformatics, Faculty of Medicine and Medical Center-University of Freiburg, Freiburg, Germany; Renal Division, Department of Medicine IV, Faculty of Medicine and Medical Center-University of Freiburg, Freiburg, Germany.

Yong Li (Y)

Institute of Genetic Epidemiology, Department of Biometry, Epidemiology and Medical Bioinformatics, Faculty of Medicine and Medical Center-University of Freiburg, Freiburg, Germany.

Adrienne Tin (A)

Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, Mississippi, USA; Division of Nephrology, Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA.

Tarunveer S Ahluwalia (TS)

Steno Diabetes Center Copenhagen, Gentofte, Denmark; The Bioinformatics Center, Department of Biology, University of Copenhagen, Copenhagen, Denmark.

Johan Ärnlöv (J)

Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden; School of Health and Social Studies, Dalarna University, Stockholm, Sweden.

Bjørn Olav Åsvold (BO)

K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway; Department of Endocrinology, Clinic of Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.

Stephan J L Bakker (SJL)

Division of Nephrology, Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.

Bernhard Banas (B)

Department of Nephrology, University Hospital Regensburg, Regensburg, Germany.

Nisha Bansal (N)

Division of Nephrology, University of Washington, Seattle, Washington, USA; Kidney Research Institute, University of Washington, Seattle, Washington, USA.

Mary L Biggs (ML)

Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, USA; Department of Biostatistics, University of Washington, Seattle, Washington, USA.

Ginevra Biino (G)

Institute of Molecular Genetics, National Research Council of Italy, Pavia, Italy.

Michael Böhnke (M)

Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan, USA.

Eric Boerwinkle (E)

Human Genetics Center, University of Texas Health Science Center, Houston, Texas, USA.

Erwin P Bottinger (EP)

Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Digital Health Center, Hasso Plattner Institute and University of Potsdam, Potsdam, Germany.

Hermann Brenner (H)

Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany; Network Aging Research, Heidelberg University, Heidelberg, Germany.

Ben Brumpton (B)

K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway; MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK; Clinic of Thoracic and Occupational Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.

Robert J Carroll (RJ)

Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.

Layal Chaker (L)

Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.

John Chalmers (J)

The George Institute for Global Health, University of New South Wales, Sydney, Australia.

Miao-Li Chee (ML)

Singapore Eye Research Institute, Singapore National Eye Center, Singapore, Singapore.

Miao-Ling Chee (ML)

Singapore Eye Research Institute, Singapore National Eye Center, Singapore, Singapore.

Ching-Yu Cheng (CY)

Singapore Eye Research Institute, Singapore National Eye Center, Singapore, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore.

Audrey Y Chu (AY)

Genetics, Merck & Co, Inc., Kenilworth, New Jersey, USA.

Marina Ciullo (M)

Institute of Genetics and Biophysics "Adriano Buzzati-Traverso"-CNR, Naples, Italy; IRCCS Neuromed, Pozzilli, Italy.

Massimiliano Cocca (M)

Institute for Maternal and Child Health, IRCCS "Burlo Garofolo," Trieste, Italy.

James P Cook (JP)

Department of Health Data Science, University of Liverpool, Liverpool, UK.

Josef Coresh (J)

Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.

Daniele Cusi (D)

Institute of Biomedical Technologies, National Research Council of Italy, Milan, Italy; Bio4Dreams-Business Nursery for Life Sciences, Milan, Italy.

Martin H de Borst (MH)

Division of Nephrology, Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.

Frauke Degenhardt (F)

Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany.

Kai-Uwe Eckardt (KU)

Department of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Berlin, Germany; Department of Nephrology and Hypertension, Friedrich Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany.

Karlhans Endlich (K)

DZHK (German Center for Cardiovascular Research), partner site Greifswald, Greifswald, Germany; Department of Anatomy and Cell Biology, University Medicine Greifswald, Greifswald, Germany.

Michele K Evans (MK)

Laboratory of Epidemiology and Population Sciences, National Institute on Aging, Intramural Research Program, US National Institutes of Health, Baltimore, Maryland, USA.

Mary F Feitosa (MF)

Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, USA.

Andre Franke (A)

Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany.

Sandra Freitag-Wolf (S)

Institute of Medical Informatics and Statistics, Kiel University, University Hospital Schleswig-Holstein, Kiel, Germany.

Christian Fuchsberger (C)

Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan, USA; Eurac Research, Institute for Biomedicine (affiliated with the University of Lübeck), Bolzano, Italy.

Piyush Gampawar (P)

Institute of Molecular Biology and Biochemistry, Center for Molecular Medicine, Medical University of Graz, Graz, Austria.

Ron T Gansevoort (RT)

Division of Nephrology, Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.

Mohsen Ghanbari (M)

Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Genetics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.

Sahar Ghasemi (S)

Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany; DZHK (German Center for Cardiovascular Research), partner site Greifswald, Greifswald, Germany.

Vilmantas Giedraitis (V)

Molecular Geriatrics, Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden.

Christian Gieger (C)

Research Unit Molecular Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany; Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany; German Center for Diabetes Research (DZD), Neuherberg, Germany.

Daniel F Gudbjartsson (DF)

deCODE Genetics/Amgen, Inc., Reykjavik, Iceland; Iceland School of Engineering and Natural Sciences, University of Iceland, Reykjavik, Iceland.

Stein Hallan (S)

Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway; Department of Nephrology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.

Pavel Hamet (P)

Montreal University Hospital Research Center, CHUM, Montreal, Quebec, Canada; Medpharmgene, Montreal, Quebec, Canada; CRCHUM, Montreal, Quebec, Canada.

Asahi Hishida (A)

Department of Preventive Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan.

Kevin Ho (K)

Kidney Health Research Institute (KHRI), Geisinger, Danville, Pennsylvania, USA; Department of Nephrology, Geisinger, Danville, Pennsylvania, USA.

Edith Hofer (E)

Clinical Division of Neurogeriatrics, Department of Neurology, Medical University of Graz, Graz, Austria; Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria.

Bernd Holleczek (B)

Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.

Hilma Holm (H)

deCODE Genetics/Amgen, Inc., Reykjavik, Iceland.

Anselm Hoppmann (A)

Institute of Genetic Epidemiology, Department of Biometry, Epidemiology and Medical Bioinformatics, Faculty of Medicine and Medical Center-University of Freiburg, Freiburg, Germany.

Katrin Horn (K)

Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany; LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany.

Nina Hutri-Kähönen (N)

Department of Pediatrics, Tampere University Hospital, Tampere, Finland; Department of Pediatrics, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.

Kristian Hveem (K)

K. G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.

Shih-Jen Hwang (SJ)

National Heart, Lung, and Blood Institute's Framingham Heart Study, Framingham, Massachusetts, USA; Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA.

M Arfan Ikram (MA)

Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.

Navya Shilpa Josyula (NS)

Geisinger Research, Biomedical and Translational Informatics Institute, Rockville, Maryland, USA.

Bettina Jung (B)

Department of Nephrology, University Hospital Regensburg, Regensburg, Germany; Department of Nephrology and Rheumatology, Kliniken Südostbayern, Traunstein, Germany; KfH Kidney Centre Traunstein, Traunstein, Germany.

Mika Kähönen (M)

Department of Clinical Physiology, Tampere University Hospital, Tampere, Finland; Department of Clinical Physiology, Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.

Irma Karabegović (I)

Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.

Chiea-Chuen Khor (CC)

Singapore Eye Research Institute, Singapore National Eye Center, Singapore, Singapore; Genome Institute of Singapore, Agency for Science Technology and Research, Singapore, Singapore.

Wolfgang Koenig (W)

Deutsches Herzzentrum München, Technische Universität München, Munich, Germany; DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich, Germany; Institute of Epidemiology and Medical Biometry, University of Ulm, Ulm, Germany.

Holly Kramer (H)

Department of Public Health Sciences, Loyola University Chicago, Maywood, Illinois, USA; Division of Nephrology and Hypertension, Loyola University Chicago, Chicago, Illinois, USA.

Bernhard K Krämer (BK)

Department of Medicine (Nephrology, Hypertensiology, Rheumatology, Endocrinology, Diabetology), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.

Brigitte Kühnel (B)

Research Unit Molecular Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany.

Johanna Kuusisto (J)

Department of Medicine, Kuopio University Hospital, Kuopio, Finland; Centre for Medicine and Clinical Research, University of Eastern Finland School of Medicine, Kuopio, Finland.

Markku Laakso (M)

Department of Medicine, Kuopio University Hospital, Kuopio, Finland; Centre for Medicine and Clinical Research, University of Eastern Finland School of Medicine, Kuopio, Finland.

Leslie A Lange (LA)

Division of Biomedical Informatics and Personalized Medicine, School of Medicine, University of Colorado Denver-Anschutz Medical Campus, Aurora, Colorado, USA.

Terho Lehtimäki (T)

Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland; Department of Clinical Chemistry, Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.

Man Li (M)

Division of Nephrology and Hypertension, Department of Medicine, University of Utah, Salt Lake City, Utah, USA.

Wolfgang Lieb (W)

Institute of Epidemiology and Biobank Popgen, Kiel University, Kiel, Germany.

Lars Lind (L)

Department of Medical Sciences, Uppsala University, Uppsala, Sweden.

Cecilia M Lindgren (CM)

Nuffield Department of Population Health, University of Oxford, Oxford, UK; Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA; Wellcome Center for Human Genetics, University of Oxford, Oxford, UK; Nuffield Department of Women's and Reproductive Health, University of Oxford, Level 3, Women's Centre, John Radcliffe Hospital, Oxford, UK; Li Ka Shing Centre for Health Information and Discovery, The Big Data Institute, University of Oxford, Oxford, UK.

Ruth J F Loos (RJF)

Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA; The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA.

Mary Ann Lukas (MA)

Clinical Sciences, GlaxoSmithKline, Albuquerque, New Mexico, USA.

Leo-Pekka Lyytikäinen (LP)

Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland; Department of Clinical Chemistry, Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.

Anubha Mahajan (A)

Wellcome Center for Human Genetics, University of Oxford, Oxford, UK; Oxford Center for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK.

Pamela R Matias-Garcia (PR)

Research Unit Molecular Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany; Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany; TUM School of Medicine, Technical University of Munich, Munich, Germany.

Christa Meisinger (C)

Independent Research Group Clinical Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany; Chair of Epidemiology, University of Augsburg, University Hospital Augsburg, Augsburg, Germany.

Thomas Meitinger (T)

DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich, Germany; Institute of Human Genetics, Helmholtz Zentrum München, Neuherberg, Germany; Institute of Human Genetics, Technische Universität München, Munich, Germany.

Olle Melander (O)

Hypertension and Cardiovascular Disease, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden.

Yuri Milaneschi (Y)

Department of Psychiatry, Amsterdam Public Health and Amsterdam Neuroscience, Amsterdam UMC/Vrije Universiteit and GGZ inGeest, Amsterdam, the Netherlands.

Pashupati P Mishra (PP)

Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland; Department of Clinical Chemistry, Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.

Nina Mononen (N)

Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland; Department of Clinical Chemistry, Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.

Andrew P Morris (AP)

Department of Health Data Science, University of Liverpool, Liverpool, UK; Wellcome Center for Human Genetics, University of Oxford, Oxford, UK; Centre for Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, The University of Manchester, Manchester, UK.

Josyf C Mychaleckyj (JC)

Center for Public Health Genomics, University of Virginia, Charlottesville, Charlottesville, Virginia, USA.

Girish N Nadkarni (GN)

Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.

Mariko Naito (M)

Department of Preventive Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan; Department of Oral Epidemiology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.

Masahiro Nakatochi (M)

Public Health Informatics Unit, Department of Integrated Health Sciences, Nagoya University Graduate School of Medicine, Nagoya, Japan.

Mike A Nalls (MA)

Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA; Data Tecnica International, Glen Echo, Maryland, USA.

Matthias Nauck (M)

DZHK (German Center for Cardiovascular Research), partner site Greifswald, Greifswald, Germany; Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany.

Kjell Nikus (K)

Department of Cardiology, Heart Center, Tampere University Hospital, Tampere, Finland; Department of Cardiology, Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.

Boting Ning (B)

Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA.

Ilja M Nolte (IM)

Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.

Teresa Nutile (T)

Institute of Genetics and Biophysics "Adriano Buzzati-Traverso"-CNR, Naples, Italy.

Michelle L O'Donoghue (ML)

Cardiovascular Division, Brigham and Women's Hospital, Boston, Massachusetts, USA; TIMI Study Group, Boston, Massachusetts, USA.

Jeffrey O'Connell (J)

University of Maryland School of Medicine, Baltimore, Maryland, USA.

Isleifur Olafsson (I)

Department of Clinical Biochemistry, Landspitali University Hospital, Reykjavik, Iceland.

Marju Orho-Melander (M)

Diabetes and Cardiovascular Disease-Genetic Epidemiology, Department of Clinical Sciences in Malmö, Lund University, Malmö, Sweden.

Afshin Parsa (A)

Division of Kidney, Urologic and Hematologic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, USA; Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA.

Sarah A Pendergrass (SA)

Geisinger Research, Biomedical and Translational Informatics Institute, Danville, Pennsylvania, USA.

Brenda W J H Penninx (BWJH)

Department of Psychiatry, Amsterdam Public Health and Amsterdam Neuroscience, Amsterdam UMC/Vrije Universiteit and GGZ inGeest, Amsterdam, the Netherlands.

Mario Pirastu (M)

Institute of Genetic and Biomedical Research, National Research Council of Italy, UOS of Sassari, Li Punti, Sassari, Italy.

Michael H Preuss (MH)

Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.

Bruce M Psaty (BM)

Cardiovascular Health Research Unit, Department of Medicine, Department of Epidemiology, Department of Health Services, University of Washington, Seattle, Washington, USA.

Laura M Raffield (LM)

Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA.

Olli T Raitakari (OT)

Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland; Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland; Research Center of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.

Myriam Rheinberger (M)

Department of Nephrology, University Hospital Regensburg, Regensburg, Germany; Department of Nephrology and Rheumatology, Kliniken Südostbayern, Traunstein, Germany; KfH Kidney Centre Traunstein, Traunstein, Germany.

Kenneth M Rice (KM)

Department of Biostatistics, University of Washington, Seattle, Washington, USA.

Federica Rizzi (F)

Department of Health Sciences, University of Milan, Milano, Italy; ePhood Scientific Unit, ePhood SRL, Milano, Italy.

Alexander R Rosenkranz (AR)

Division of Nephrology, Department of Internal Medicine, Medical University Graz, Graz, Austria.

Peter Rossing (P)

Steno Diabetes Center Copenhagen, Gentofte, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.

Jerome I Rotter (JI)

The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California, USA.

Daniela Ruggiero (D)

Institute of Genetics and Biophysics "Adriano Buzzati-Traverso"-CNR, Naples, Italy; IRCCS Neuromed, Pozzilli, Italy.

Kathleen A Ryan (KA)

Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, Maryland, USA.

Charumathi Sabanayagam (C)

Singapore Eye Research Institute, Singapore National Eye Center, Singapore, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore.

Erika Salvi (E)

Department of Health Sciences, University of Milan, Milano, Italy; Neuroalgology Unit, Fondazione IRCCS Istituto Neurologico "Carlo Besta," Milan, Italy.

Helena Schmidt (H)

Institute of Molecular Biology and Biochemistry, Center for Molecular Medicine, Medical University of Graz, Graz, Austria.

Reinhold Schmidt (R)

Clinical Division of Neurogeriatrics, Department of Neurology, Medical University of Graz, Graz, Austria.

Markus Scholz (M)

Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany; LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany.

Ben Schöttker (B)

Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany; Network Aging Research, Heidelberg University, Heidelberg, Germany.

Christina-Alexandra Schulz (CA)

Diabetes and Cardiovascular Disease-Genetic Epidemiology, Department of Clinical Sciences in Malmö, Lund University, Malmö, Sweden.

Sanaz Sedaghat (S)

Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands; Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.

Christian M Shaffer (CM)

Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.

Karsten B Sieber (KB)

Human Genetics, GlaxoSmithKline, Collegeville, Pennsylvania, USA.

Xueling Sim (X)

Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.

Mario Sims (M)

Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA.

Harold Snieder (H)

Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.

Kira J Stanzick (KJ)

Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany.

Unnur Thorsteinsdottir (U)

deCODE Genetics/Amgen, Inc., Reykjavik, Iceland; Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland.

Hannah Stocker (H)

Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany; Network Aging Research, Heidelberg University, Heidelberg, Germany.

Konstantin Strauch (K)

Institute of Genetic Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany; Chair of Genetic Epidemiology, IBE, Faculty of Medicine, Ludwig-Maximilians-Universität München, München, Germany; Institute of Medical Biostatistics, Epidemiology and Informatics, University Medical Center, Johannes Gutenberg University, Mainz, Germany.

Heather M Stringham (HM)

Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan, USA.

Patrick Sulem (P)

deCODE Genetics/Amgen, Inc., Reykjavik, Iceland.

Silke Szymczak (S)

Institute of Medical Informatics and Statistics, Kiel University, University Hospital Schleswig-Holstein, Kiel, Germany; Institute of Medical Biometry and Statistics, University of Lübeck, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany.

Kent D Taylor (KD)

The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California, USA.

Chris H L Thio (CHL)

Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.

Johanne Tremblay (J)

Montreal University Hospital Research Center, CHUM, Montreal, Quebec, Canada; CRCHUM, Montreal, Quebec, Canada; Medpharmgene, Montreal, Quebec, Canada.

Simona Vaccargiu (S)

Institute of Genetic and Biomedical Research, National Research Council of Italy, UOS of Sassari, Li Punti, Sassari, Italy.

Pim van der Harst (P)

Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands; Durrer Center for Cardiovascular Research, The Netherlands Heart Institute, Utrecht, the Netherlands.

Peter J van der Most (PJ)

Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.

Niek Verweij (N)

Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.

Uwe Völker (U)

DZHK (German Center for Cardiovascular Research), partner site Greifswald, Greifswald, Germany; Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald, Germany.

Kenji Wakai (K)

Department of Preventive Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan.

Melanie Waldenberger (M)

Research Unit Molecular Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany; Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany; DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich, Germany.

Lars Wallentin (L)

Cardiology, Department of Medical Sciences, Uppsala University, Uppsala, Sweden; Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden.

Stefan Wallner (S)

Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Regensburg, Regensburg, Germany.

Judy Wang (J)

Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, USA.

Dawn M Waterworth (DM)

Human Genetics, GlaxoSmithKline, Collegeville, Pennsylvania, USA.

Harvey D White (HD)

Green Lane Cardiovascular Service, Auckland City Hospital and University of Auckland, Auckland, New Zealand.

Cristen J Willer (CJ)

Department of Internal Medicine, Division of Cardiology, University of Michigan, Ann Arbor, Michigan, USA; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA; Department of Human Genetics, University of Michigan, Ann Arbor, Michigan, USA.

Tien-Yin Wong (TY)

Singapore Eye Research Institute, Singapore National Eye Center, Singapore, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore.

Mark Woodward (M)

The George Institute for Global Health, University of New South Wales, Sydney, Australia; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA; The George Institute for Global Health, University of Oxford, Oxford, UK.

Qiong Yang (Q)

Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA.

Laura M Yerges-Armstrong (LM)

Human Genetics, GlaxoSmithKline, Collegeville, Pennsylvania, USA.

Martina Zimmermann (M)

Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany.

Alan B Zonderman (AB)

Laboratory of Epidemiology and Population Sciences, National Institute on Aging, Intramural Research Program, US National Institutes of Health, Baltimore, Maryland, USA.

Tobias Bergler (T)

Department of Nephrology, University Hospital Regensburg, Regensburg, Germany.

Kari Stefansson (K)

deCODE Genetics/Amgen, Inc., Reykjavik, Iceland; Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland.

Carsten A Böger (CA)

Department of Nephrology, University Hospital Regensburg, Regensburg, Germany; Department of Nephrology and Rheumatology, Kliniken Südostbayern, Traunstein, Germany; KfH Kidney Centre Traunstein, Traunstein, Germany.

Cristian Pattaro (C)

Eurac Research, Institute for Biomedicine (affiliated with the University of Lübeck), Bolzano, Italy.

Anna Köttgen (A)

Institute of Genetic Epidemiology, Department of Biometry, Epidemiology and Medical Bioinformatics, Faculty of Medicine and Medical Center-University of Freiburg, Freiburg, Germany; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.

Florian Kronenberg (F)

Institute of Genetic Epidemiology, Department of Genetics and Pharmacology, Medical University of Innsbruck, Innsbruck, Austria.

Iris M Heid (IM)

Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany. Electronic address: iris.heid@klinik.uni-regensburg.de.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH