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Proteomics of CKD progression in the chronic renal insufficiency cohort

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...

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Autores principales: Dubin, Ruth F., Deo, Rajat, Ren, Yue, Wang, Jianqiao, Zheng, Zihe, Shou, Haochang, Go, Alan S., Parsa, Afshin, Lash, James P., Rahman, Mahboob, Hsu, Chi-yuan, Weir, Matthew R., Chen, Jing, Anderson, Amanda, Grams, Morgan E., Surapaneni, Aditya, Coresh, Josef, Li, Hongzhe, Kimmel, Paul L., Vasan, Ramachandran S., Feldman, Harold, Segal, Mark R., Ganz, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10564759/
https://www.ncbi.nlm.nih.gov/pubmed/37816758
http://dx.doi.org/10.1038/s41467-023-41642-7
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author Dubin, Ruth F.
Deo, Rajat
Ren, Yue
Wang, Jianqiao
Zheng, Zihe
Shou, Haochang
Go, Alan S.
Parsa, Afshin
Lash, James P.
Rahman, Mahboob
Hsu, Chi-yuan
Weir, Matthew R.
Chen, Jing
Anderson, Amanda
Grams, Morgan E.
Surapaneni, Aditya
Coresh, Josef
Li, Hongzhe
Kimmel, Paul L.
Vasan, Ramachandran S.
Feldman, Harold
Segal, Mark R.
Ganz, Peter
author_facet Dubin, Ruth F.
Deo, Rajat
Ren, Yue
Wang, Jianqiao
Zheng, Zihe
Shou, Haochang
Go, Alan S.
Parsa, Afshin
Lash, James P.
Rahman, Mahboob
Hsu, Chi-yuan
Weir, Matthew R.
Chen, Jing
Anderson, Amanda
Grams, Morgan E.
Surapaneni, Aditya
Coresh, Josef
Li, Hongzhe
Kimmel, Paul L.
Vasan, Ramachandran S.
Feldman, Harold
Segal, Mark R.
Ganz, Peter
author_sort Dubin, Ruth F.
collection PubMed
description 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.
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spelling pubmed-105647592023-10-12 Proteomics of CKD progression in the chronic renal insufficiency cohort Dubin, Ruth F. Deo, Rajat Ren, Yue Wang, Jianqiao Zheng, Zihe Shou, Haochang Go, Alan S. Parsa, Afshin Lash, James P. Rahman, Mahboob Hsu, Chi-yuan Weir, Matthew R. Chen, Jing Anderson, Amanda Grams, Morgan E. Surapaneni, Aditya Coresh, Josef Li, Hongzhe Kimmel, Paul L. Vasan, Ramachandran S. Feldman, Harold Segal, Mark R. Ganz, Peter Nat Commun Article 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. Nature Publishing Group UK 2023-10-10 /pmc/articles/PMC10564759/ /pubmed/37816758 http://dx.doi.org/10.1038/s41467-023-41642-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Dubin, Ruth F.
Deo, Rajat
Ren, Yue
Wang, Jianqiao
Zheng, Zihe
Shou, Haochang
Go, Alan S.
Parsa, Afshin
Lash, James P.
Rahman, Mahboob
Hsu, Chi-yuan
Weir, Matthew R.
Chen, Jing
Anderson, Amanda
Grams, Morgan E.
Surapaneni, Aditya
Coresh, Josef
Li, Hongzhe
Kimmel, Paul L.
Vasan, Ramachandran S.
Feldman, Harold
Segal, Mark R.
Ganz, Peter
Proteomics of CKD progression in the chronic renal insufficiency cohort
title Proteomics of CKD progression in the chronic renal insufficiency cohort
title_full Proteomics of CKD progression in the chronic renal insufficiency cohort
title_fullStr Proteomics of CKD progression in the chronic renal insufficiency cohort
title_full_unstemmed Proteomics of CKD progression in the chronic renal insufficiency cohort
title_short Proteomics of CKD progression in the chronic renal insufficiency cohort
title_sort proteomics of ckd progression in the chronic renal insufficiency cohort
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10564759/
https://www.ncbi.nlm.nih.gov/pubmed/37816758
http://dx.doi.org/10.1038/s41467-023-41642-7
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