IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-41642-7.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-41642-7
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-41642-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yihao Lu & Meritxell Oliva & Brandon L. Pierce & Jin Liu & Lin S. Chen, 2024. "Integrative cross-omics and cross-context analysis elucidates molecular links underlying genetic effects on complex traits," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    2. Parsa Akbari & Dragana Vuckovic & Luca Stefanucci & Tao Jiang & Kousik Kundu & Roman Kreuzhuber & Erik L. Bao & Janine H. Collins & Kate Downes & Luigi Grassi & Jose A. Guerrero & Stephen Kaptoge & Ju, 2023. "A genome-wide association study of blood cell morphology identifies cellular proteins implicated in disease aetiology," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    3. Marta Alcalde-Herraiz & JunQing Xie & Danielle Newby & Clara Prats & Dipender Gill & María Gordillo-Marañón & Daniel Prieto-Alhambra & Martí Català & Albert Prats-Uribe, 2024. "Effect of genetically predicted sclerostin on cardiovascular biomarkers, risk factors, and disease outcomes," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    4. Elena V. Feofanova & Michael R. Brown & Taryn Alkis & Astrid M. Manuel & Xihao Li & Usman A. Tahir & Zilin Li & Kevin M. Mendez & Rachel S. Kelly & Qibin Qi & Han Chen & Martin G. Larson & Rozenn N. L, 2023. "Whole-Genome Sequencing Analysis of Human Metabolome in Multi-Ethnic Populations," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    5. Danni A. Gadd & Robert F. Hillary & Daniel L. McCartney & Liu Shi & Aleks Stolicyn & Neil A. Robertson & Rosie M. Walker & Robert I. McGeachan & Archie Campbell & Shen Xueyi & Miruna C. Barbu & Claire, 2022. "Integrated methylome and phenome study of the circulating proteome reveals markers pertinent to brain health," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    6. Kelly Yichen Li & Claudia Ha Ting Tam & Hongbo Liu & Samantha Day & Cadmon King Poo Lim & Wing Yee So & Chuiguo Huang & Guozhi Jiang & Mai Shi & Heung Man Lee & Hui-yao Lan & Cheuk-Chun Szeto & Robert, 2023. "DNA methylation markers for kidney function and progression of diabetic kidney disease," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    7. Magdalena Zimoń & Yunfeng Huang & Anthi Trasta & Aliaksandr Halavatyi & Jimmy Z. Liu & Chia-Yen Chen & Peter Blattmann & Bernd Klaus & Christopher D. Whelan & David Sexton & Sally John & Wolfgang Hube, 2021. "Pairwise effects between lipid GWAS genes modulate lipid plasma levels and cellular uptake," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    8. Grace Png & Andrei Barysenka & Linda Repetto & Pau Navarro & Xia Shen & Maik Pietzner & Eleanor Wheeler & Nicholas J. Wareham & Claudia Langenberg & Emmanouil Tsafantakis & Maria Karaleftheri & George, 2021. "Mapping the serum proteome to neurological diseases using whole genome sequencing," Nature Communications, Nature, vol. 12(1), pages 1-12, December.
    9. Valur Emilsson & Elias F. Gudmundsson & Thorarinn Jonmundsson & Brynjolfur G. Jonsson & Michael Twarog & Valborg Gudmundsdottir & Zhiguang Li & Nancy Finkel & Stephen Poor & Xin Liu & Robert Esterberg, 2022. "A proteogenomic signature of age-related macular degeneration in blood," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    10. Yuki Ishikawa & Nao Tanaka & Yoshihide Asano & Masanari Kodera & Yuichiro Shirai & Mitsuteru Akahoshi & Minoru Hasegawa & Takashi Matsushita & Kazuyoshi Saito & Sei-ichiro Motegi & Hajime Yoshifuji & , 2024. "GWAS for systemic sclerosis identifies six novel susceptibility loci including one in the Fcγ receptor region," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    11. Jonas Stewen & Kai Kruse & Anca T. Godoi-Filip & Zenia & Hyun-Woo Jeong & Susanne Adams & Frank Berkenfeld & Martin Stehling & Kristy Red-Horse & Ralf H. Adams & Mara E. Pitulescu, 2024. "Eph-ephrin signaling couples endothelial cell sorting and arterial specification," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    12. Hamzeh M. Tanha & Dale R. Nyholt, 2022. "Genetic analyses identify pleiotropy and causality for blood proteins and highlight Wnt/β-catenin signalling in migraine," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    13. Hung-Lin Chen & Hsiu-Yin Chiang & David Ray Chang & Chi-Fung Cheng & Charles C. N. Wang & Tzu-Pin Lu & Chien-Yueh Lee & Amrita Chattopadhyay & Yu-Ting Lin & Che-Chen Lin & Pei-Tzu Yu & Chien-Fong Huan, 2024. "Discovery and prioritization of genetic determinants of kidney function in 297,355 individuals from Taiwan and Japan," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    14. David Stacey & Lingyan Chen & Paulina J. Stanczyk & Joanna M. M. Howson & Amy M. Mason & Stephen Burgess & Stephen MacDonald & Jonathan Langdown & Harriett McKinney & Kate Downes & Neda Farahi & James, 2022. "Elucidating mechanisms of genetic cross-disease associations at the PROCR vascular disease locus," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    15. Karsten Suhre & Guhan Ram Venkataraman & Harendra Guturu & Anna Halama & Nisha Stephan & Gaurav Thareja & Hina Sarwath & Khatereh Motamedchaboki & Margaret K. R. Donovan & Asim Siddiqui & Serafim Batz, 2024. "Nanoparticle enrichment mass-spectrometry proteomics identifies protein-altering variants for precise pQTL mapping," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    16. Molly Went & Laura Duran-Lozano & Gisli H. Halldorsson & Andrea Gunnell & Nerea Ugidos-Damboriena & Philip Law & Ludvig Ekdahl & Amit Sud & Gudmar Thorleifsson & Malte Thodberg & Thorunn Olafsdottir &, 2024. "Deciphering the genetics and mechanisms of predisposition to multiple myeloma," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    17. Danielle Rasooly & Gina M. Peloso & Alexandre C. Pereira & Hesam Dashti & Claudia Giambartolomei & Eleanor Wheeler & Nay Aung & Brian R. Ferolito & Maik Pietzner & Eric H. Farber-Eger & Quinn Stanton , 2023. "Genome-wide association analysis and Mendelian randomization proteomics identify drug targets for heart failure," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    18. Xiujie Liang & Hongbo Liu & Hailong Hu & Eunji Ha & Jianfu Zhou & Amin Abedini & Andrea Sanchez-Navarro & Konstantin A. Klötzer & Katalin Susztak, 2024. "TET2 germline variants promote kidney disease by impairing DNA repair and activating cytosolic nucleotide sensors," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    19. Andrew A. Brown & Juan J. Fernandez-Tajes & Mun-gwan Hong & Caroline A. Brorsson & Robert W. Koivula & David Davtian & Théo Dupuis & Ambra Sartori & Theodora-Dafni Michalettou & Ian M. Forgie & Jonath, 2023. "Genetic analysis of blood molecular phenotypes reveals common properties in the regulatory networks affecting complex traits," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    20. Amil M. Shah & Peder L. Myhre & Victoria Arthur & Pranav Dorbala & Humaira Rasheed & Leo F. Buckley & Brian Claggett & Guning Liu & Jianzhong Ma & Ngoc Quynh Nguyen & Kunihiro Matsushita & Chiadi Ndum, 2024. "Large scale plasma proteomics identifies novel proteins and protein networks associated with heart failure development," Nature Communications, Nature, vol. 15(1), pages 1-18, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-41642-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.