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ArticleInternational urology and nephrology2025

Association between aging phenotypes and chronic kidney disease: evidence from the NHANES and Mendelian randomization.

Yukai Zhang, Chenwei Zhang, Peiyun He, Xinling Tian, Yuzhe Kong, Yun Zhou

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Article in International urology and nephrology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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1 citing paper in PubMed.

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5 · Who and what money

Authors and funding

6 authors.

Yukai ZhangThe First Hospital of Shanxi Medical University, Taiyuan, 030000, Shanxi, China.
Chenwei ZhangThe First Hospital of Shanxi Medical University, Taiyuan, 030000, Shanxi, China.
Peiyun HeDepartment of Ophthalmology, Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China.
Xinling TianXiangya School of Medicine, Central South University, Changsha, 410013, China.
Yuzhe KongXiangya School of Medicine, Central South University, Changsha, 410013, China. 8301220225@csu.edu.cn.
Yun ZhouThe First Hospital of Shanxi Medical University, Taiyuan, 030000, Shanxi, China. zhouyun_sx@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeBiological aging was found to be associated with the higher prevalence of several diseases, but it is unclear in the prevalence of chronic kidney disease (CKD). This study investigated the effect of aging phenotypes, characterized by PhenoAge (PA), Klemera-Doubal Method (KDM), allostatic load (AL), homeostatic dysregulation (HD), and telomere length (TL) on CKD from the perspective of both clinical relevance and genetic susceptibility.

methodFrom the clinical perspective, the study analyzed data from 7482 participants in the National Health and Nutrition Examination Survey 2006-2015. Logistic regression and restricted cubic spline (RCS) models were employed to evaluate both linear and nonlinear associations between aging phenotypes and the prevalence of CKD. From the genetic susceptibility perspective, Mendelian randomization analyses were conducted to establish causality between telomere length and CKD outcomes.

resultMultivariate logistic regression revealed that PA, KDM, AL, and HD were associated with an increased prevalence of CKD, with PA remaining a significant risk factor after adjusting for covariates (OR = 1.0714, 95% CI = 1.0558-1.0872). RCS curves further indicated a nonlinear relationship between PA, AL, HD, and CKD prevalence (P < 0.001). Besides, inflammation indicators were found to mediate this association. Mendelian randomization analysis demonstrated a significant causal relationship between telomere length and CKD risk across multiple datasets. The results were as follows: Discovery Group (OR = 0.892, 95% CI = 0.832-0.956, P = 0.001) and (OR = 0.896, 95% CI = 0.836-0.961, P = 0.002); Replication Group (OR = 0.872, 95% CI = 0.808-0.940, P < 0.001) and (OR = 0.909, 95% CI = 0.854-0.967, P = 0.003).

conclusionThese findings underscore the strong connection between aging phenotypes and CKD risk, with the mediated effect of inflammatory markers, contributing to the early disease prevention and therapeutic strategy development.

Indexed as

AgingRenal Insufficiency, ChronicAdultAgedFemaleHumansMaleMendelian Randomization AnalysisMiddle AgedNutrition SurveysPhenotypePrevalenceUnited StatesAging phenotypesChronic kidney diseaseMendelian randomizationNHANESTelomere length

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.