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Proteomics of CKD progression in the chronic renal insufficiency cohort

Author

Listed:
  • Ruth F. Dubin

    (University of Texas Southwestern Medical Center)

  • Rajat Deo

    (Perelman School of Medicine at the University of Pennsylvania)

  • Yue Ren

    (University of Pennsylvania)

  • Jianqiao Wang

    (Harvard T.H. Chan School of Public Health)

  • Zihe Zheng

    (University of Pennsylvania)

  • Haochang Shou

    (University of Pennsylvania)

  • Alan S. Go

    (Division of Research, Kaiser Permanente Northern California, Oakland, the Department of Health Systems Science)

  • Afshin Parsa

    (National Institutes of Health)

  • James P. Lash

    (University of Illinois Chicago)

  • Mahboob Rahman

    (University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine)

  • Chi-yuan Hsu

    (Division of Research, Kaiser Permanente Northern California, Oakland, the Department of Health Systems Science
    University of California San Francisco)

  • Matthew R. Weir

    (University of Maryland School of Medicine)

  • Jing Chen

    (Tulane University)

  • Amanda Anderson

    (Tulane University)

  • Morgan E. Grams

    (Johns Hopkins University
    Johns Hopkins University
    New York University Grossman School of Medicine)

  • Aditya Surapaneni

    (Johns Hopkins University
    Johns Hopkins University
    New York University Grossman School of Medicine)

  • Josef Coresh

    (Johns Hopkins University
    Johns Hopkins University)

  • Hongzhe Li

    (University of Pennsylvania)

  • Paul L. Kimmel

    (Urologic, and Hematologic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health)

  • Ramachandran S. Vasan

    (University of Texas School of Public Health San Antonio and the University of Texas Health Sciences Center in San Antonio. Section of Preventive Medicine and Epidemiology, Department of Medicine, Boston University School of Medicine)

  • Harold Feldman

    (University of Pennsylvania)

  • Mark R. Segal

    (University of California, San Francisco)

  • Peter Ganz

    (Division of Cardiology, University of California, San Francisco)

Abstract

Progression of chronic kidney disease (CKD) portends myriad complications, including kidney failure. In this study, we analyze associations of 4638 plasma proteins among 3235 participants of the Chronic Renal Insufficiency Cohort Study with the primary outcome of 50% decline in estimated glomerular filtration rate or kidney failure over 10 years. We validate key findings in the Atherosclerosis Risk in the Communities study. We identify 100 circulating proteins that are associated with the primary outcome after multivariable adjustment, using a Bonferroni statistical threshold of significance. Individual protein associations and biological pathway analyses highlight the roles of bone morphogenetic proteins, ephrin signaling, and prothrombin activation. A 65-protein risk model for the primary outcome has excellent discrimination (C-statistic[95%CI] 0.862 [0.835, 0.889]), and 14/65 proteins are druggable targets. Potentially causal associations for five proteins, to our knowledge not previously reported, are supported by Mendelian randomization: EGFL9, LRP-11, MXRA7, IL-1 sRII and ILT-2. Modifiable protein risk markers can guide therapeutic drug development aimed at slowing CKD progression.

Suggested Citation

  • Ruth F. Dubin & Rajat Deo & Yue Ren & Jianqiao Wang & Zihe Zheng & Haochang Shou & Alan S. Go & Afshin Parsa & James P. Lash & Mahboob Rahman & Chi-yuan Hsu & Matthew R. Weir & Jing Chen & Amanda Ande, 2023. "Proteomics of CKD progression in the chronic renal insufficiency cohort," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-41642-7
    DOI: 10.1038/s41467-023-41642-7
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    References listed on IDEAS

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    1. Benjamin B. Sun & Joseph C. Maranville & James E. Peters & David Stacey & James R. Staley & James Blackshaw & Stephen Burgess & Tao Jiang & Ellie Paige & Praveen Surendran & Clare Oliver-Williams & Mi, 2018. "Genomic atlas of the human plasma proteome," Nature, Nature, vol. 558(7708), pages 73-79, June.
    2. Suphansa Sawamiphak & Sascha Seidel & Clara L. Essmann & George A. Wilkinson & Mara E. Pitulescu & Till Acker & Amparo Acker-Palmer, 2010. "Ephrin-B2 regulates VEGFR2 function in developmental and tumour angiogenesis," Nature, Nature, vol. 465(7297), pages 487-491, May.
    3. Kira J. Stanzick & Yong Li & Pascal Schlosser & Mathias Gorski & Matthias Wuttke & Laurent F. Thomas & Humaira Rasheed & Bryce X. Rowan & Sarah E. Graham & Brett R. Vanderweff & Snehal B. Patil & Cass, 2021. "Discovery and prioritization of variants and genes for kidney function in >1.2 million individuals," Nature Communications, Nature, vol. 12(1), pages 1-17, December.
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