ArticleRenal failure2024
Elucidating the causal nexus and immune mediation between frailty and chronic kidney disease: integrative multi-omics analysis.
Article in Renal failure, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Association of frailty with fragility fractures and all‑cause mortality in adults: evidence from the National Health and Nutrition Examination Survey.BMC musculoskeletal disorders · 2026Article
- Frailty in Focus: A Scoping Review of Frailty Instruments from the Kidney Disease Aging Research Collaborative.Clinical journal of the American Society of Nephrology : CJASN · 2026Article
- Immunoproteomic mediators of diabetic peripheral neuropathy: causal insights from Mendelian randomization and single-cell validation.Frontiers in immunology · 2026Article
- Causal Effect of Low-Density Lipoprotein Cholesterol on Chronic Kidney Disease: A Mendelian Randomization Study.Biochemistry research international · 2026Article
- Chronic kidney Disease overall survival prediction model based on frailty index score: construction and validation using NHANES data.Renal failure · 2025Article
- A practical guide for nephrologist peer reviewers: understanding and appraising Mendelian randomization studies.Renal failure · 2025Article
- The Omics-Driven Machine Learning Path to Cost-Effective Precision Medicine in Chronic Kidney Disease.Proteomics · 2025Review
- Comprehensive dietary antioxidant index and chronic kidney disease: mediating role of frailty and its impact on mortality outcomes in adults.Frontiers in nutrition · 2025Article
- Article
- Curvilinear association between Framingham Steatosis Index and chronic kidney disease: a nationwide cross-sectional study.Frontiers in medicine · 2024Article
- Association between cardiometabolic index and frailty among patients with diabetes mellitus: a cross-sectional study.Frontiers in nutrition · 2024Article
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Authors and funding
8 authors.
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Abstract
backgroundEmpirical research has consistently documented the concurrent manifestation of frailty and chronic kidney disease (CKD). However, the existence of a reverse causal association or the influence of confounding variables on these correlations remains ambiguous.
methodsOur analysis of 7,078 participants from National Health and Nutrition Examination Survey(NHANES) (1999-2018) applied weighted logistic regression and Mendelian Randomization (MR) to investigate the correlation between the frailty index (FI) and renal function. The multivariate MR analysis was specifically adjusted for type 2 diabetes and hypertension. Further analysis explored 3282 plasma proteins to link FI to CKD. A two-step network MR highlighted immune cells' mediating roles in the FI-CKD relationship.
resultGenetically inferred FI and various renal function markers are significantly correlated, as supported by NHANES analyses. Multivariate MR analysis revealed a direct causal association between the FI and CKD. Additionally, our investigation into plasma proteins identified Tmprss11D and MICB correlated with FI and CKD, respectively. A two-step network MR to reveal 15 immune cell types, notably Central Memory CD4+ T cells and Lymphocytes, as crucial mediators between FI and CKD.
conclusionOur work establishes a causal connection between frailty and CKD, mediated by specific immune cell profiles. These findings highlight the importance of immune mechanisms in the frailty-CKD interplay and suggest that targeting shared risk factors and immune pathways could improve management strategies for these conditions. Our research contributes to a more nuanced understanding of frailty and CKD, offering new avenues for intervention and patient care in an aging population.
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