Yurong Cheng: Role: Data curationRole: Formal analysisRole: MethodologyRole: SoftwareRole: ValidationRole:
VisualizationRole: Writing – review & editing
Yong Li:
ORCID: https://orcid.org/0000-0003-2651-8791
Role: Data curationRole: Formal analysisRole: MethodologyRole: SoftwareRole: ValidationRole:
VisualizationRole: Writing – review & editing
Nora Scherer:
ORCID: https://orcid.org/0000-0001-7057-7663
Role: Data curationRole: Formal analysisRole: MethodologyRole: SupervisionRole: ValidationRole:
Writing – review & editing
Franziska Grundner-Culemann:
ORCID: https://orcid.org/0000-0001-9649-281X
Role: Data curationRole: Formal analysisRole: MethodologyRole: SupervisionRole: ValidationRole:
Writing – review & editing
Terho Lehtimäki: Role: Data curationRole: Funding acquisitionRole: ValidationRole: Writing – review
& editing
Binisha H. Mishra:
ORCID: https://orcid.org/0000-0002-5605-5196
Role: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole:
SoftwareRole: ValidationRole: Writing – review & editing
Olli T. Raitakari: Role: Data curationRole: Funding acquisitionRole: InvestigationRole: ValidationRole:
Writing – review & editing
Matthias Nauck:
ORCID: https://orcid.org/0000-0002-6678-7964
Role: Data curationRole: MethodologyRole: ValidationRole: Writing – review & editing
Kai-Uwe Eckardt:
ORCID: https://orcid.org/0000-0003-3823-0920
Role: Data curationRole: Funding acquisitionRole: ValidationRole: Writing – review
& editing
Peggy Sekula:
ORCID: https://orcid.org/0000-0003-2263-447X
Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole:
InvestigationRole: MethodologyRole: Project administrationRole: ResourcesRole: SoftwareRole:
SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole:
Writing – review & editing
Ulla T. Schultheiss:
ORCID: https://orcid.org/0000-0002-7541-5310
Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole:
InvestigationRole: MethodologyRole: Project administrationRole: ResourcesRole: SoftwareRole:
SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole:
Writing – review & editing
Heather J Cordell: Role: Editor
Journal ID (nlm-ta): PLoS Genet
Journal ID (iso-abbrev): PLoS Genet
Journal ID (publisher-id): plos
Title:
PLoS Genetics
Publisher:
Public Library of Science
(San Francisco, CA USA
)
ISSN
(Print):
1553-7390
ISSN
(Electronic):
1553-7404
Publication date
(Electronic):
6
April
2022
Publication date Collection:
April
2022
Volume: 18
Issue: 4
Electronic Location Identifier: e1010139
Affiliations
[1
]
Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center—University
of Freiburg, Freiburg, Germany
[2
]
Faculty of Biology, University of Freiburg, Freiburg, Germany
[3
]
Spemann Graduate School of Biology and Medicine (SGBM), University of Freiburg, Freiburg,
Germany
[4
]
Department of Clinical Chemistry, Faculty of Medicine and Health Technology, Tampere
University, Tampere, Finland
[5
]
Finnish Cardiovascular Research Centre, Faculty of Medicine and Health Technology,
Tampere University, Tampere, Finland
[6
]
Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland
[7
]
Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku,
Turku, Finland
[8
]
Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital,
Turku, Finland
[9
]
Centre for Population Health Research, University of Turku and Turku University Hospital,
Turku Finland
[10
]
Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald,
Greifswald, Germany
[11
]
Department of Nephrology and Hypertension, University Hospital Erlangen, Friedrich-Alexander-Universität
Erlangen-Nürnberg, Erlangen, Germany
[12
]
Department of Nephrology and Medical Intensive Care, Charité, University-Medicine,
Berlin, Germany
[13
]
Department of Medicine IV, Nephrology and Primary Care, Faculty of Medicine and Medical
Center—University of Freiburg, Freiburg, Germany
Newcastle University, UNITED KINGDOM
Author notes
The authors have declared that no competing interests exist.
¶ a list of investigators participating in the GCKD Study can be found in
S1 Information
Author information
Article
Publisher ID:
PGENETICS-D-21-01377
DOI: 10.1371/journal.pgen.1010139
PMC ID: 9015153
PubMed ID: 35385482
SO-VID: 583bce71-8f7f-4edb-b7cb-8081706e7ab7
Copyright © © 2022 Cheng et al
License:
This is an open access article distributed under the terms of the
Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided
the original author and source are credited.
Funded by:
funder-id http://dx.doi.org/10.13039/501100002347, Bundesministerium für Bildung und Forschung;
Award ID: 01ZX1912B
Award Recipient
:
ORCID: https://orcid.org/0000-0002-7541-5310
Ulla T. Schultheiss
Funded by:
funder-id http://dx.doi.org/10.13039/501100001659, Deutsche Forschungsgemeinschaft;
Award ID: 431984000 SFB 1453
Award Recipient
:
ORCID: https://orcid.org/0000-0003-2263-447X
Peggy Sekula
Funded by:
funder-id http://dx.doi.org/10.13039/501100002347, Bundesministerium für Bildung und Forschung;
Award ID: 01ER0804
Funded by:
the KfH Foundation for Preventive Medicine
Funded by:
funder-id http://dx.doi.org/10.13039/501100009109, Pharmaceuticals Bayer;
Funded by:
Academy of Finland
Award ID: 322098, 286284, 134309 (Eye), 126925, 121584, 124282, 129378 (Salve), 117787 (Gendi),
and 41071 (Skidi)
Funded by:
Social Insurence Institution of Finland
Funded by:
Competitive State Research Financing of the Expert Responsibility area of Kuopio,
Tampere and Turku University Hospitals
Award ID: X51001
Funded by:
Juho Vainio Foundation
Funded by:
funder-id http://dx.doi.org/10.13039/501100008484, Paavo Nurmen Säätiö;
Funded by:
Finnish Foundation for Cardiovascular Research
Funded by:
Finnish Cultural Foundation
Funded by:
The Sigrid Juselius Foundation
Funded by:
Tampere Tuberculosis Foundation
Funded by:
funder-id http://dx.doi.org/10.13039/501100004756, Emil Aaltosen Säätiö;
Funded by:
funder-id http://dx.doi.org/10.13039/100010114, Yrjö Jahnssonin Säätiö;
Funded by:
funder-id http://dx.doi.org/10.13039/501100004325, Signe ja Ane Gyllenbergin Säätiö;
Funded by:
Diabetes Research Foundation of Finnish Diabetes Association
Funded by:
funder-id http://dx.doi.org/10.13039/501100007601, Horizon 2020;
Award ID: No 848146 (To Aition) and No 755320 (TAXINOMISIS)
Funded by:
European Research Council
Award ID: No 742927 (MULTIEPIGEN project)
Funded by:
Tampere University Hospital Supporting Foundation
Funded by:
Finnish Society of Clinical Chemistry
The work of UTS was supported within the e:Med (
https://www.sys-med.de/en/) junior consortium CKDNapp (
https://ckdn.app/), which is funded by grants from the German Ministry of Education and Research (BMBF,
grant number 01ZX1912B;
https://www.gesundheitsforschung-bmbf.de/de/ckdnapp-entwicklung-der-chronic-kidney-disease-nephrologists-app-10066.php). The work of PS was partially funded by German Research Foundation (DFG) Project-ID
431984000 - SFB 1453. The GCKD study was funded by grants from the BMBF (grant number
01ER0804) and the KfH Foundation for Preventive Medicine (
https://www.kfh-stiftung-praeventivmedizin.de/content/stiftung) and corporate sponsors. Genotyping and measurements of osteopontin were supported
by Bayer Pharma AG (
https://www.bayer.com/en/). The Young Finns Study has been financially supported by the Academy of Finland
(
https://www.aka.fi/en/): grants 322098, 286284, 134309 (Eye), 126925, 121584, 124282, 129378 (Salve), 117787
(Gendi), and 41071 (Skidi); the Social Insurance Institution of Finland (
https://www.kela.fi/web/en/); Competitive State Research Financing of the Expert Responsibility area of Kuopio,
Tampere and Turku University Hospitals (grant X51001;
https://www.vsshp.fi/en/tutkijoille/rahoitus/Pages/default.aspx); Juho Vainio Foundation (
https://juhovainionsaatio.fi/en/juho-vainio-foundation/); Paavo Nurmi Foundation (
https://www.paavonurmensaatio.fi/saatio_e3.htm); Finnish Foundation for Cardiovascular Research (
https://www.sydantutkimussaatio.fi/en/foundation); Finnish Cultural Foundation (
https://skr.fi/en); The Sigrid Juselius Foundation (
https://www.sigridjuselius.fi/en/); Tampere Tuberculosis Foundation (
http://www.tuberkuloosisaatio.fi/); Emil Aaltonen Foundation (
https://emilaaltonen.fi/apurahat/in-english/); Yrjö Jahnsson Foundation (
https://www.yjs.fi/en/); Signe and Ane Gyllenberg Foundation (
https://gyllenbergs.fi/en/); Diabetes Research Foundation of Finnish Diabetes Association (
https://www.diabetes.fi/en/finnish_diabetes_association/association/the_diabetes_research_foundation). This project has received funding from the European Union’s Horizon 2020 research
and innovation programme (
https://ec.europa.eu/programmes/horizon2020/en/home) under grant agreements No 848146 (To Aition) and No 755320 (TAXINOMISIS). This project
has received funding from the European Research Council (ERC;
https://erc.europa.eu/) advanced grants under grant agreement No 742927 (MULTIEPIGEN project); Tampere University
Hospital Supporting Foundation (
https://www.tays.fi/en-US/Research_and_development) and Finnish Society of Clinical Chemistry (
https://www.ifcc.org/). The funders had no role in study design, data collection and analysis, decision
to publish, or preparation of the manuscript. We acknowledge support by the Open Access
Publication Fund of the University of Freiburg.
Subject:
Research Article
Subject:
Biology and Life Sciences
Subject:
Computational Biology
Subject:
Genome Analysis
Subject:
Genome-Wide Association Studies
Subject:
Biology and Life Sciences
Subject:
Genetics
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Genomics
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Genome Analysis
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Genome-Wide Association Studies
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Biology and Life Sciences
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Genetics
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Human Genetics
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Genome-Wide Association Studies
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Genetics
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Single Nucleotide Polymorphisms
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Medicine and Health Sciences
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Renal Diseases
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Chronic Kidney Disease
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Biology and Life Sciences
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Renal System
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Kidneys
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Medicine and Health Sciences
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Anatomy
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Renal System
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Kidneys
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Biology and Life Sciences
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Genetics
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Genetic Loci
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Medicine and Health Sciences
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Medical Conditions
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Cardiovascular Diseases
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Medicine and Health Sciences
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Cardiology
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Cardiovascular Medicine
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Cardiovascular Diseases
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Biology and Life Sciences
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Genetics
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Genetics of Disease
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Biology and Life Sciences
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Biochemistry
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Proteins
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Plasma Proteins