ArticleJAMA network open2022
Association of Cystatin C Kidney Function Measures With Long-term Deficit-Accumulation Frailty Trajectories and Physical Function Decline.
Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 1 of them a synthesis that pooled it.
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Who cites it
48 citing papers in PubMed, 1 synthesis or guideline pooled it, 67 citations in OpenAlex.
- Pooled it
- Long-term cumulative exposure and change patterns of CTI-FI predict the risk of cardiometabolic multimorbidity in middle-aged and older Chinese adults.Journal of diabetes and metabolic disorders · 2026Article
- Letter to the editor regarding: 'Association of acute kidney injury stages with in-hospital and long-term mortality in older adults with hip fractures'.Annals of medicine · 2026Article
- Association of acute kidney injury stages with in-hospital and long-term mortality in older adults with hip fractures.Annals of medicine · 2026Article
- Association of adverse childhood experiences and gastrointestinal and liver diseases among middle-aged and elderly adults in China.Epidemiology and psychiatric sciences · 2026Article
- Associations of sociodemographic and behavioral factors with frailty transition patterns: a multi-state Markov analysis of the China Health and Retirement Longitudinal Study (CHARLS).Archives of public health = Archives belges de sante publique · 2026Article
- Association of frailty-risk indicators with cardiovascular diseases: evidence from the CHARLS.BMC cardiovascular disorders · 2026Article
- Development and external validation of a machine learning model for predicting post-CABG acute kidney injury: insights from MIMIC database and real-world cardiac surgery cohort.BMC nephrology · 2026Article
- Declining kidney function and frailty progression: a 7-year cohort study of Chinese middle-aged and older adults.The Journal of frailty & aging · 2026Article
- Clinical factors associated with biased estimation of glomerular filtration rate: a cross-sectional study.Clinical kidney journal · 2026Article
- Article
- Association Between Differences in Estimated GFR by Creatinine Vs. Cystatin C and Stroke Outcomes: Results From the Third China National Stroke Registry.CNS neuroscience & therapeutics · 2026Article
- Relationship between serum cystatin C and long-term mortality in patients with self-reported COPD: evidence from two large population-based surveys.BMJ open respiratory research · 2026Article
- Article
- Comparison of cognitive decline rates and risk factors between stroke and non - stroke populations: An analysis of data from the China health and retirement longitudinal study (CHARLS).Cerebral circulation - cognition and behavior · 2026Article
- Association between handgrip strength to Cystatin C ratio and hearing loss: insights from the CHARLS study.Journal of health, population, and nutrition · 2025Article
- Low physical function is a risk factor for mortality in non-dialysis-dependent chronic kidney disease patients.Journal of nephrology · 2025Article
- Molecular Aspects of Geriatric Pharmacotherapy.Cells · 2025Review
- Biomarkers and Clinical Evaluation in the Detection of Frailty.International journal of molecular sciences · 2025Review
- Development and multi-cohort validation of a machine learning-based simplified frailty assessment tool for clinical risk prediction.Journal of translational medicine · 2025Article
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: It remains unclear whether cystatin C and cystatin C-based kidney function measures are associated with frailty trajectories and physical function decline. Objective: To examine the associations of cystatin C level, cystatin C estimated glomerular filtration rate (eGFRcys), and the difference between eGFRs (eGFRdiff) using cystatin C and creatinine levels with long-term deficit-accumulation frailty trajectories and physical function decline. Design, Setting, and Participants: This prospective cohort study used data from 15 949 participants in the China Health and Retirement Longitudinal Study (CHARLS) and the US Health and Retirement Study (HRS), 2 ongoing nationally representative cohort studies enrolling community-dwelling older people. Biennial surveys, known as waves, are conducted in both the CHARLS and the HRS. Seven-year data from wave 1 (May 2011 to March 2012) to wave 4 (July to September 2018) in the CHARLS and 12-year data from wave 8 (March 2006 to February 2007) to wave 14 (April 2018 to June 2019) in the HRS were assessed, with wave 1 in the CHARLS and wave 8 in the HRS serving as baseline waves. Data were analyzed from February 12 to May 20, 2022. Exposures: Baseline serum cystatin C and creatinine levels. Cystatin C eGFR and creatinine estimated GFR (eGFRcr) were calculated using the 2021 race-free equations developed by the Chronic Kidney Disease Epidemiology Collaboration. The difference between eGFRcys and eGFRcr was calculated by subtracting eGFRcr from eGFRcys. Main Outcomes and Measures: Based on 12-year follow-up data from the HRS and 7-year follow-up data from the CHARLS, a 29-item deficit-accumulation frailty index (FI) was constructed to assess frailty trajectories at each visit. Physical function decline was evaluated using repeated objective physical function measurements (grip strength and gait speed). Linear mixed models were used to examine longitudinal associations. Results: Among 15 949 older adults included in the analysis, 9114 participants were from the HRS (mean [SD] age, 66.2 [10.1] years; 5244 women [57.5%]), and 6835 were from the CHARLS (mean [SD] age, 58.4 [9.8] years; 3477 women [50.9%]). With regard to race and ethnicity, the HRS cohort included 7755 White individuals (85.1%) and 1359 individuals (14.9%) of other races and/or ethnicities (including American Indian or Alaska Native, Asian, Black or African American, Native Hawaiian or Pacific Islander, and other); all participants in the CHARLS cohort were of Chinese ethnicity. Each SD increment in serum cystatin C was associated with a faster increase in FI in both the HRS cohort (β = 0.050 SD/y; 95% CI, 0.045-0.055 SD/y; P = .001) and the CHARLS cohort (β = 0.051 SD/y; 95% CI, 0.042-0.060 SD/y; P = .001). An inverse association was observed for eGFRCys (HRS cohort: β = -0.058 SD/y; 95% CI, -0.062 to -0.053 SD/y; P = .001; CHARLS cohort: β = -0.056 SD/y; 95% CI, -0.064 to -0.047 SD/y; P = .001). These associations remained after controlling for serum creatinine (β = 0.051 SD/y; 95% CI, 0.042-0.060 SD/y; P = .001) and eGFRcr (β = -0.056 SD/y; 95% CI, -0.064 to -0.047 SD/y; P = .001) in the CHARLS cohort. Similar to the results observed for eGFRcys, each SD increment in the eGFRdiff was associated with a slower increase in FI (β = -0.027 SD/y; 95% CI, -0.035 to -0.018 SD/y; P = .001) in the CHARLS cohort. Similar findings were observed for physical function decline. For example, each SD increment in serum cystatin C was associated with faster decreases in both grip strength (β = -0.006 SD/y; 95% CI, -0.008 to -0.003 SD/y; P = .001) and gait speed (β = -0.007 SD/y; 95% CI, -0.011 to -0.003 SD/y; P = .001) in the HRS cohort and faster decreases in gait speed (β = -0.017 SD/y; 95% CI, -0.027 to -0.006 SD/y; P = .002) in the CHARLS cohort. Conclusions and Relevance: In this cohort study, cystatin C, eGFRcys, and eGFRdiff were associated with long-term frailty trajectories and physical function decline among community-dwelling older people without frailty. Monitoring kidney function using cystatin C could have clinical utility in identifying the risk of accelerated frailty progression.
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