TY - JOUR
T1 - Proteins associated with risk of kidney function decline in the general population
AU - Grams, Morgan E.
AU - Surapaneni, Aditya
AU - Chen, Jingsha
AU - Zhou, Linda
AU - Yu, Zhi
AU - Dutta, Diptavo
AU - Welling, Paul A.
AU - Chatterjee, Nilanjan
AU - Zhang, Jingning
AU - Arking, Dan E.
AU - Chen, Teresa K.
AU - Rebholz, Casey M.
AU - Yu, Bing
AU - Schlosser, Pascal
AU - Rhee, Eugene P.
AU - Ballantyne, Christie M.
AU - Boerwinkle, Eric
AU - Lutsey, Pamela L.
AU - Mosley, Thomas
AU - Feldman, Harold I.
AU - Dubin, Ruth F.
AU - Ganz, Peter
AU - Lee, Hongzhe
AU - Zheng, Zihe
AU - Coresh, Josef
N1 - Funding Information:
D. E. Arking reports serving on the scientific advisory board for the Association for the Eradication of Heart Attack. C. M. Ballantyne reports having consultancy agreements with Abbott Diagnostics, Althera, Amarin, Amgen, Arrowhead, AstraZeneca, Corvidia, Denka Seiken, Esperion, Genentech, Gil-ead, Matinas BioPharma Inc, New Amsterdam, Novartis, Novo Nordisk, Pfizer, Regeneron, Roche Diagnostic, Sanofi-Synthelabo; receiving research funding from Abbott Diagnostics, Akcea, Amgen, Esperion, Ionis, Novartis, Regeneron, Roche Diagnostic; and serving as a scientific advisor for, or membership of, Amarin, Amgen, Arrowhead, AstraZeneca, Corvidia, Esperion, and Matinas BioPharma. E. Boerwinkle reports ownership interest in Codified Genomics. T. K. Chen reports receiving research funding from the National Institutes of Health (NIH)/National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) and Yale University. J. Coresh reports having ownership interest in Health.io; having consultancy agreements with Healthy.io, Kaleido, and Ultragenyx; serving as a scientific advisor for, or member of, Healthy.io and NKF; and receiving research funding from National Kidney Foundation (NKF; which receives industry support) and NIH. H. Feldman reports serving as editor in chief of the American Journal of Kidney Disease (AJKD), on the steering committee for the CRIC Study, and as a member of the advisory board for NKF; having consultancy agreements with DLA Piper LLP, InMed Inc., Kyowa Hakko Kirin Co. Ltd. (ongoing), and NKF (ongoing); and receiving honoraria from Rogosin Institute (invited speaker). P. Ganz reports having consultancy agreements with, and serving on the medical advisory boards of, Itamar and SomaLogic (no money is received from either company). M. E. Grams reports serving as a scientific advisor for, or member of, AJKD, CJASN, JASN (as editorial board member), Kidney Disease Improving Global Outcomes (KDIGO; on the executive committee), NKF (on the scientific advisory board), and USRDS (on the scientific advisory board); receiving the American Society of Nephrology for Young Investigator Award, and honoraria from academic institutions for giving grand rounds; receiving travel support from DCI to speak at the annual meeting, and support from KDIGO for participation in scientific meetings and the executive committee; and having other interests in/relationships with NKF, which receives funding from Abbvie, Relypsa, and Thrasos. C. M. Rebholz reports serving as an editorial board member for Diabetes Care. P. Welling reports serving as a scientific advisor for, or member of, American Journal of Physiology (on the renal editorial board), American Physiological Society (as chair of the finance committee), Kidney Molecular Biology and Development (as chair), and the NIH; receiving honoraria from American Physiological Society; and receiving research funding from LeDucq Foundation and NIH. Z. Zheng reports having consultancy agreements with Akebia Therapeutics Inc. All remaining authors have nothing to disclose.
Funding Information:
The ARIC Study has been funded, in whole or in part, by federal funds from the National Heart, Lung, and Blood Institute (NHLBI), under contract numbers HHSN268201700001I, HHSN268201700002I, HHSN268201700003I, HHSN268201700004I, HHSN268201700005I, R01HL087641, R01HL059367, and R01HL086694; National Human Genome Research Institute contract U01HG004402; and NIH contract HHSN268200625226C. Funding for laboratory testing and biospecimen collection at ARIC visit 6 was supported by NIDDK grant R01DK089174. Infrastructure was partly supported by NIH grant UL1RR025005 (a component of the NIH Roadmap for Medical Research). This study was also supported by the CKD Biomarkers Consortium via NIH grants U01 DK106981 (principal investigator [PI], E. P. Rhee), U01 DK085689 (PI, J. Coresh), R01DK108803, and R01DK124399 (PI, M. E. Grams). Funding for the CRIC Study was obtained under a NIDDK cooperative agreement, under grants U01DK060990, U01DK060984, U01DK061022, U01DK061021, U01DK061028, U01DK060980, U01DK060963, U01DK060902, and U24DK060990. In addition, this work was supported, in part, by National Center for Advancing Translational Sciences grants UL1TR000003 (via the Perelman School of Medicine at the University of Pennsylvania Clinical and Translational Science Award), UL1 TR-000424 (via Johns Hopkins University), UL1TR000439 (from the NCATS component of the NIH and NIH roadmap for Medical Research), UL1TR000433 (via the Michigan Institute for Clinical and Health Research), UL1RR029879 (via the University of Illinois at Chicago Clinical and Translational Science Award), P20 GM109036 (via the Tulane COBRE for Clinical and Translational Research in Cardiometabolic Diseases), UL1 RR-024131 (via Kaiser Permanente NIH/National Center for Research Resources University of California San Francisco–Clinical and Translational Science Institute); University of Maryland General Clinical Research Center grant M01 RR-16500; Clinical and Translational Science Collaborative of Cleveland; NIDDK grant R01DK119199 (via the Department of Internal Medicine, University of New Mexico School of Medicine Albuquerque). This work was also supported, in part, by NHLBI grant R01 HL134320.
Publisher Copyright:
© 2021 by the American Society of Nephrology.
PY - 2021/9
Y1 - 2021/9
N2 - Background Proteomic profiling may allow identification of plasma proteins that associate with subsequent changesin kidney function, elucidating biologic processes underlying the development and progression ofCKD. Methods Wequantifiedthe associationbetween 4877 plasmaproteins anda composite outcome ofESKDor decline in eGFR by ≥50% among 9406 participants in the Atherosclerosis Risk in Communities (ARIC) Study (visit 3; mean age, 60 years) who were followed for a median of 14.4 years.We performed separate analyses for theseproteins ina subset of4378participants (visit 5),whowerefollowedat a later timepoint, foramedian of 4.4 years. For validation, we evaluated proteins with significant associations (false discovery rate <5%) in both time periods in 3249 participants in the Chronic Renal Insufficiency Cohort (CRIC) and 703 participants in the African American Study of Kidney Disease and Hypertension (AASK). We also compared the genetic determinants of protein levels with those from a meta-analysis genome-wide association study of eGFR. Results Inmodels adjusted formultiple covariates, including baselineeGFRandalbuminuria,we identified13 distinct proteins thatwere significantly associatedwith the composite end point in both time periods, including TNF receptor superfamilymembers 1A and 1B, trefoil factor 3, and β-trace protein.Of these proteins, 12 were also significantly associated in CRIC, and nine were significantly associated in AASK. Higher levels of eachprotein associatedwith higher risk of50%eGFRdeclineorESKD.Wefoundgenetic evidence for a causal role for one protein, lectin mannose-binding 2 protein (LMAN2). Conclusions Large-scale proteomic analysis identified both known and novel proteomic risk factors for eGFR decline.
AB - Background Proteomic profiling may allow identification of plasma proteins that associate with subsequent changesin kidney function, elucidating biologic processes underlying the development and progression ofCKD. Methods Wequantifiedthe associationbetween 4877 plasmaproteins anda composite outcome ofESKDor decline in eGFR by ≥50% among 9406 participants in the Atherosclerosis Risk in Communities (ARIC) Study (visit 3; mean age, 60 years) who were followed for a median of 14.4 years.We performed separate analyses for theseproteins ina subset of4378participants (visit 5),whowerefollowedat a later timepoint, foramedian of 4.4 years. For validation, we evaluated proteins with significant associations (false discovery rate <5%) in both time periods in 3249 participants in the Chronic Renal Insufficiency Cohort (CRIC) and 703 participants in the African American Study of Kidney Disease and Hypertension (AASK). We also compared the genetic determinants of protein levels with those from a meta-analysis genome-wide association study of eGFR. Results Inmodels adjusted formultiple covariates, including baselineeGFRandalbuminuria,we identified13 distinct proteins thatwere significantly associatedwith the composite end point in both time periods, including TNF receptor superfamilymembers 1A and 1B, trefoil factor 3, and β-trace protein.Of these proteins, 12 were also significantly associated in CRIC, and nine were significantly associated in AASK. Higher levels of eachprotein associatedwith higher risk of50%eGFRdeclineorESKD.Wefoundgenetic evidence for a causal role for one protein, lectin mannose-binding 2 protein (LMAN2). Conclusions Large-scale proteomic analysis identified both known and novel proteomic risk factors for eGFR decline.
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U2 - 10.1681/ASN.2020111607
DO - 10.1681/ASN.2020111607
M3 - Article
C2 - 34465608
AN - SCOPUS:85114292651
SN - 1046-6673
VL - 32
SP - 2291
EP - 2302
JO - Journal of the American Society of Nephrology
JF - Journal of the American Society of Nephrology
IS - 9
ER -