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Published on: November 7, 2017
Kidney Function and Cardiovascular Disease: Evidence from Observational Studies and Mendelian Randomization Analyses.
Wenjun Yang1,2, Xuemei Wu3, Manying Zhao1,2
1State Key Laboratory of Genetic Engineering, Human Phenome Institute and School of Life Sciences, Fudan University, 2005 Songhu Road, Shanghai, 200433 China.
Observational studies link reduced kidney function to higher cardiovascular disease (CVD) risk. However, Mendelian randomization analyses did not support a causal relationship between kidney function and CVD risk.
Area of Science:
- Nephrology
- Cardiology
- Genetics
- Epidemiology
Background:
- Observational studies suggest a link between declining kidney function and increased cardiovascular disease (CVD) risk.
- The causal nature of this association requires further investigation to differentiate correlation from causation.
Purpose of the Study:
- To investigate the causal relationship between kidney function and CVD risk using Mendelian randomization (MR).
- To compare observational associations with genetically informed causal estimates for kidney function and CVD.
Main Methods:
- Utilized individual-level data from UK Biobank (306,246 participants) and summary-level data from FinnGen, CARDIoGRAMplusC4D, and MEGASTROKE consortia.
- Assessed associations of multiple kidney function markers (cystatin C, creatinine, uACR, eGFR) with CVD and subtypes using observational and two-sample MR analyses.
Main Results:
- Observational analyses in UK Biobank showed decreased kidney function was associated with higher CVD risk (e.g., eGFRcys+cre decrease associated with 11% higher CVD risk).
- Two-sample MR analyses found no significant causal associations between genetically instrumented kidney function and CVD risk or its subtypes.
Conclusions:
- The inverse association between kidney function and CVD risk observed in observational studies may not represent a causal relationship.
- Findings from large-scale MR analyses suggest that reduced kidney function is unlikely to be a direct cause of CVD.
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