Anying Bai , Juan Xu , Weihao Xu , Jian Cao , Bei Zhao
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Serum creatinine and cystatin C levels were measured to calculate CCR and SI. Receiver operating characteristic (ROC) curves were used to determine cutoff values and evaluate the diagnostic accuracy of these markers for sarcopenia. Multivariate logistic regression models were employed to examine the associations of SI, CCR, and sarcopenia with incident frailty and ADL disability.</div></div><div><h3>Results</h3><div>Both CCR and SI exhibited significant correlations with age, muscle mass indicators, and handgrip strength. The area under the curve (AUC) for CCR was 0.61 (95% CI: 0.57−0.64) for men and 0.59 (95% CI: 0.56−0.62) for women, while for SI, it was 0.60 (95% CI: 0.56−0.64) for men and 0.63 (95% CI: 0.58−0.67) for women. The difference in AUC between CCR and SI was not statistically significant (P > 0.05). Participants in the highest quartile of SI or CCR had reduced odds of incident frailty (SI: OR = 0.24, 95% CI 0.11−0.52; CCR: OR = 0.24, 95% CI 0.11−0.51) and ADL disability (SI: OR = 0.71, 95% CI 0.54−0.94; CCR: OR = 0.69, 95% CI 0.52−0.91) compared to those in the lowest quartile. Sarcopenia defined by either CCR or SI was independently associated with increased risks of incident frailty (CCR: OR = 1.84, 95% CI: 1.20–2.83; SI: OR = 1.70, 95% CI: 1.12–2.58) and ADL disability after adjusting for confounders.</div></div><div><h3>Conclusions</h3><div>Both CCR and SI demonstrate weak diagnostic accuracy for sarcopenia, but their performance in predicting frailty and ADL disability was moderate and comparable among community-dwelling older adults. These findings support further investigation of CCR and SI as biomarkers to help clinicians identify older individuals at risk of adverse clinical outcomes.</div></div>","PeriodicalId":54778,"journal":{"name":"Journal of Nutrition Health & Aging","volume":"29 9","pages":"Article 100635"},"PeriodicalIF":4.0000,"publicationDate":"2025-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Creatinine and cystatin C-based indices for predicting sarcopenia, frailty and disability in older community-dwelling adults\",\"authors\":\"Anying Bai , Juan Xu , Weihao Xu , Jian Cao , Bei Zhao\",\"doi\":\"10.1016/j.jnha.2025.100635\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>The serum creatinine/cystatin C ratio (CCR) and sarcopenia index (SI) are emerging diagnostic markers for sarcopenia, but their values among community-dwelling older adults remain uncertain. This study evaluates the utility of SI and CCR in diagnosing sarcopenia and predicting incident frailty and disability in activities of daily living (ADL) within a substantial cohort of older Chinese adults.</div></div><div><h3>Methods</h3><div>We conducted a prospective cohort study using data from the baseline survey (2011–2012) and the third wave (2014–2015) of the China Health and Retirement Longitudinal Study (CHARLS). After applying eligibility criteria, 2,574 and 2,357 participants aged ≥60 years were included for analyses of frailty and ADL disability, respectively. Serum creatinine and cystatin C levels were measured to calculate CCR and SI. Receiver operating characteristic (ROC) curves were used to determine cutoff values and evaluate the diagnostic accuracy of these markers for sarcopenia. Multivariate logistic regression models were employed to examine the associations of SI, CCR, and sarcopenia with incident frailty and ADL disability.</div></div><div><h3>Results</h3><div>Both CCR and SI exhibited significant correlations with age, muscle mass indicators, and handgrip strength. The area under the curve (AUC) for CCR was 0.61 (95% CI: 0.57−0.64) for men and 0.59 (95% CI: 0.56−0.62) for women, while for SI, it was 0.60 (95% CI: 0.56−0.64) for men and 0.63 (95% CI: 0.58−0.67) for women. The difference in AUC between CCR and SI was not statistically significant (P > 0.05). Participants in the highest quartile of SI or CCR had reduced odds of incident frailty (SI: OR = 0.24, 95% CI 0.11−0.52; CCR: OR = 0.24, 95% CI 0.11−0.51) and ADL disability (SI: OR = 0.71, 95% CI 0.54−0.94; CCR: OR = 0.69, 95% CI 0.52−0.91) compared to those in the lowest quartile. Sarcopenia defined by either CCR or SI was independently associated with increased risks of incident frailty (CCR: OR = 1.84, 95% CI: 1.20–2.83; SI: OR = 1.70, 95% CI: 1.12–2.58) and ADL disability after adjusting for confounders.</div></div><div><h3>Conclusions</h3><div>Both CCR and SI demonstrate weak diagnostic accuracy for sarcopenia, but their performance in predicting frailty and ADL disability was moderate and comparable among community-dwelling older adults. These findings support further investigation of CCR and SI as biomarkers to help clinicians identify older individuals at risk of adverse clinical outcomes.</div></div>\",\"PeriodicalId\":54778,\"journal\":{\"name\":\"Journal of Nutrition Health & Aging\",\"volume\":\"29 9\",\"pages\":\"Article 100635\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2025-07-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Nutrition Health & Aging\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1279770725001605\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"GERIATRICS & GERONTOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Nutrition Health & Aging","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1279770725001605","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GERIATRICS & GERONTOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
血清肌酐/胱抑素C比值(CCR)和肌少症指数(SI)是肌少症的新兴诊断指标,但它们在社区老年人中的价值仍不确定。本研究评估了SI和CCR在诊断肌肉减少症和预测日常生活活动(ADL)中发生的虚弱和残疾的效用。方法采用基线调查(2011-2012年)和第三波中国健康与退休纵向研究(CHARLS)(2014-2015年)的数据进行前瞻性队列研究。应用资格标准后,分别纳入2574名和2357名年龄≥60岁的参与者进行虚弱和ADL残疾分析。测定血清肌酐和胱抑素C水平,计算CCR和SI。使用受试者工作特征(ROC)曲线确定截断值并评估这些标记物对肌肉减少症的诊断准确性。采用多变量logistic回归模型来检验SI、CCR和肌肉减少症与事件虚弱和ADL残疾的关系。结果CCR和SI均与年龄、肌肉质量指标和握力呈显著相关。男性CCR的曲线下面积(AUC)为0.61 (95% CI: 0.57 - 0.64),女性为0.59 (95% CI: 0.56 - 0.62),而男性SI为0.60 (95% CI: 0.56 - 0.64),女性为0.63 (95% CI: 0.58 - 0.67)。CCR与SI的AUC差异无统计学意义(P >;0.05)。SI或CCR最高四分位数的参与者发生虚弱的几率降低(SI: or = 0.24, 95% CI 0.11 - 0.52;CCR: OR = 0.24, 95% CI 0.11 - 0.51)和ADL残疾(SI: OR = 0.71, 95% CI 0.54 - 0.94;CCR: OR = 0.69, 95% CI 0.52−0.91)与最低四分位数相比。由CCR或SI定义的肌少症与发生虚弱的风险增加独立相关(CCR: or = 1.84, 95% CI: 1.20-2.83;SI: OR = 1.70, 95% CI: 1.12-2.58)和调整混杂因素后的ADL残疾。结论CCR和SI对肌肉减少症的诊断准确性较弱,但在预测社区居住老年人的虚弱和ADL残疾方面的表现中等且具有可比性。这些发现支持进一步研究CCR和SI作为生物标志物,以帮助临床医生识别有不良临床结果风险的老年人。
Creatinine and cystatin C-based indices for predicting sarcopenia, frailty and disability in older community-dwelling adults
Background
The serum creatinine/cystatin C ratio (CCR) and sarcopenia index (SI) are emerging diagnostic markers for sarcopenia, but their values among community-dwelling older adults remain uncertain. This study evaluates the utility of SI and CCR in diagnosing sarcopenia and predicting incident frailty and disability in activities of daily living (ADL) within a substantial cohort of older Chinese adults.
Methods
We conducted a prospective cohort study using data from the baseline survey (2011–2012) and the third wave (2014–2015) of the China Health and Retirement Longitudinal Study (CHARLS). After applying eligibility criteria, 2,574 and 2,357 participants aged ≥60 years were included for analyses of frailty and ADL disability, respectively. Serum creatinine and cystatin C levels were measured to calculate CCR and SI. Receiver operating characteristic (ROC) curves were used to determine cutoff values and evaluate the diagnostic accuracy of these markers for sarcopenia. Multivariate logistic regression models were employed to examine the associations of SI, CCR, and sarcopenia with incident frailty and ADL disability.
Results
Both CCR and SI exhibited significant correlations with age, muscle mass indicators, and handgrip strength. The area under the curve (AUC) for CCR was 0.61 (95% CI: 0.57−0.64) for men and 0.59 (95% CI: 0.56−0.62) for women, while for SI, it was 0.60 (95% CI: 0.56−0.64) for men and 0.63 (95% CI: 0.58−0.67) for women. The difference in AUC between CCR and SI was not statistically significant (P > 0.05). Participants in the highest quartile of SI or CCR had reduced odds of incident frailty (SI: OR = 0.24, 95% CI 0.11−0.52; CCR: OR = 0.24, 95% CI 0.11−0.51) and ADL disability (SI: OR = 0.71, 95% CI 0.54−0.94; CCR: OR = 0.69, 95% CI 0.52−0.91) compared to those in the lowest quartile. Sarcopenia defined by either CCR or SI was independently associated with increased risks of incident frailty (CCR: OR = 1.84, 95% CI: 1.20–2.83; SI: OR = 1.70, 95% CI: 1.12–2.58) and ADL disability after adjusting for confounders.
Conclusions
Both CCR and SI demonstrate weak diagnostic accuracy for sarcopenia, but their performance in predicting frailty and ADL disability was moderate and comparable among community-dwelling older adults. These findings support further investigation of CCR and SI as biomarkers to help clinicians identify older individuals at risk of adverse clinical outcomes.
期刊介绍:
There is increasing scientific and clinical interest in the interactions of nutrition and health as part of the aging process. This interest is due to the important role that nutrition plays throughout the life span. This role affects the growth and development of the body during childhood, affects the risk of acute and chronic diseases, the maintenance of physiological processes and the biological process of aging. A major aim of "The Journal of Nutrition, Health & Aging" is to contribute to the improvement of knowledge regarding the relationships between nutrition and the aging process from birth to old age.