Evidence map›Paper›PMID 41465771›Full record

ArticleLife (Basel, Switzerland)2025

Association Between the Serum Creatinine to Cystatin C Ratio, Physical Activity, and Frailty in Middle-Aged and Older Adults in China: A Nationwide Cohort Study.

Kai Song, Chuanwen Yu, Yanwei You

Abstract read
In one paragraph

Article in Life (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Kai SongSchool of Physical Education, Qilu Normal University, Jinan 250200, China.
Chuanwen YuSchool of Physical Education and Health, Heze University, Heze 274015, China.ORCID 0000-0001-7485-7996
Yanwei YouDivision of Sports Science & Physical Education, Tsinghua University, Beijing 100084, China.ORCID 0000-0001-8367-4980

Funding

Integrting Information About Aging SurveysR01AG030153 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Sara Adar, Alden L. Gross · 2007 to 2026
$41.7M
Mega Meta Data Set of the Health and Retirement Surveys Around the WorldRC2AG036619 · NIA · RAND CORPORATION · PI KAPTEYN, ARIE · 2009 to 2010
$2.0M
Archiving & Creating User Friendly Data: the Longitudinal Aging Survey in IndiaR03AG043052 · NIA · RAND CORPORATION · PI LEE, JINKOOK · 2012 to 2012
$95k
Guangzhou Concord Medical Humanities Research and Education Fund 23000-3050070NIA NIH HHS R01 AG030153NIA NIH HHS R03 AG043052NIA NIH HHS RC2 AG036619Tsinghua University Computational Social Science Research Program 202501020008
6 · The paper itself

Abstract

backgroundFrailty is a major barrier to healthy ageing, yet early identification strategies remain limited. The serum creatinine-to-cystatin C ratio (sarcopenia index, SI) has emerged as a cost-effective biomarker of muscle mass and function, while physical activity (PA) is a key protective factor. However, their combined role in predicting frailty is unclear. This study aimed to investigate the independent and joint associations of SI and PA with incident frailty in middle-aged and older adults.

methodsWe analyzed 5307 participants aged ≥45 years from the China Health and Retirement Longitudinal Study (CHARLS, 2011-2018). SI was calculated from serum creatinine and cystatin C levels, and PA was assessed using standardized questionnaires. Frailty was defined using a 32-item Frailty Index (FI ≥ 0.25). Cox proportional hazards models estimated hazard ratios (HRs) and 95% confidence intervals (CIs) for the associations of SI and PA with incident frailty, adjusting for sociodemographic and health-related factors. Effect modification by PA was formally tested.

resultsOver the follow-up period, 1483 participants developed frailty (27.9%). Higher SI was inversely associated with frailty in a dose-response manner: compared with the lowest quartile, HRs (95% CIs) were 0.84 (0.73-0.97) for Q2, 0.83 (0.72-0.96) for Q3, and 0.69 (0.59-0.82) for Q4 (

conclusionsSI is independently associated with a lower risk of incident frailty, particularly among less physically active individuals. These findings support the potential use of SI as a feasible biomarker for early frailty risk stratification and highlight the importance of integrating biomarker-based screening with lifestyle interventions to prevent frailty.

Indexed as

ageingcohort studycreatinine-to-cystatin C ratiofrailtyphysical activitysarcopenia index

Identifiers

PMID41465771
PMCPMC12733759

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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.