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Plasma Proteomics of Renal Function: A Transethnic Meta-Analysis and Mendelian Randomization Study
Pamela R Matías-García1,2,3,4, Rory Wilson1,2, Qi Guo5
1Research Unit Molecular Epidemiology, German Research Center for Environmental Health, Neuherberg, Germany.
This study identified 57 plasma proteins linked to estimated glomerular filtration rate (eGFR) and chronic kidney disease (CKD) across diverse ancestries. Causal analyses suggest testican-2 is a key biomarker for kidney function and disease progression.
Area of Science:
- Proteomics
- Nephrology
- Human Genetics
Background:
- Previous studies linked plasma proteome to renal function but lacked diversity and causality.
- Investigations were primarily conducted in European populations.
- Causality of plasma protein associations with kidney function remained unaddressed.
Purpose of the Study:
- To identify transethnic associations between plasma proteins and kidney function (eGFR/CKD).
- To investigate potential causal relationships between identified proteins and kidney function using Mendelian randomization.
- To explore the role of kidney tissue gene expression in eGFR.
Main Methods:
- Cross-sectional study of 993 plasma proteins in 2882 participants from four studies.
- Two-sample bidirectional Mendelian randomization (MR) for causal inference.
- Analysis of publicly available datasets and kidney tissue transcriptomic data.
Main Results:
- 57 plasma proteins associated with eGFR, including one novel protein; 23 also associated with CKD.
- Strongest causal effect: positive association between eGFR and testican-2.
- Suggestive evidence for associations of MIA, carbonic anhydrase III, and cystatin-M with eGFR.
Conclusions:
- Identified 57 plasma proteins transethnically associated with eGFR in a discovery-replication setting.
- Established testican-2 as a potential physiological marker for kidney disease progression.
- Highlighted additional proteins for future kidney disease research.
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