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Updated: Jul 23, 2026

Transcutaneous Assessment of Renal Function in Conscious Rodents
Published on: March 26, 2016
Association between brain connectivity and renal pathophysiology: a multi-trait Mendelian randomization analysis
Zihui Xu1,2, Manyu Ma1,2, Ran An1,2
1School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
This study reveals a bidirectional link between brain activity and kidney disease. Specific brain networks influence kidney disease risk, while chronic kidney disease impacts brain function, suggesting a connected "kidney-brain axis".
Area of Science:
- Neuroscience
- Nephrology
- Genetics
Background:
- Growing evidence suggests links between neurological and renal systems.
- Understanding the causal relationship between brain activity and kidney disease is crucial.
Purpose of the Study:
- To investigate bidirectional causal relationships between resting-state functional brain activity and major kidney diseases.
- To explore the
- kidney-brain axis
- using Mendelian randomization.
Main Methods:
- Utilized genome-wide association study (GWAS) summary data for 191 resting-state fMRI (rs-fMRI) phenotypes.
- Analyzed GWAS data for seven kidney diseases from the FinnGen consortium and Kiryluk Lab.
- Employed inverse variance weighted (IVW) analysis, supplemented by MR-Egger, Weighted Median, Weighted Mode, and Robust Adjusted Profile Score (RAPS).
Main Results:
- Forward Mendelian randomization (MR) indicated that specific brain networks (central executive, default mode, limbic) influence susceptibility to kidney diseases.
- Reverse MR showed that chronic kidney disease (CKD) adversely affects brain functional networks involved in sensory-motor processing and cognitive integration.
- Observed modest effect sizes, but confirmed interlinked kidney disease and brain functional activity.
Conclusions:
- Evidence supports a bidirectional relationship between kidney diseases and resting-state brain activity.
- The identified
- kidney-brain axis
- may be relevant to renal and neurological pathophysiology.
- Findings align with clinical observations and emerging data on brain structural changes in CKD.
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