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1 "Yang Yuan"
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Metabolic Risk/Epidemiology
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Normalized Creatinine-to-Cystatin C Ratio and Risk of Diabetes in Middle-Aged and Older Adults: The China Health and Retirement Longitudinal Study
Shanhu Qiu, Xue Cai, Bo Xie, Yang Yuan, Zilin Sun, Tongzhi Wu
Diabetes Metab J. 2022;46(3):476-485.   Published online March 7, 2022
DOI: https://doi.org/10.4093/dmj.2021.0074
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  • 11 Web of Science
  • 11 Crossref
AbstractAbstract PDFSupplementary MaterialPubReader   ePub   
Background
Creatinine-to-cystatin C ratio is recently suggested to be a surrogate marker for sarcopenia. However, little is known about its association with diabetes. This study aimed to fill in this gap based on a large-scale prospective cohort.
Methods
A population-based representative sample of 5,055 participants aged ≥45 years from the China Health and Retirement Longitudinal Study was enrolled between 2011 and 2012 and followed at least once during the subsequent surveys at 2013, 2015, or 2018. Creatinine-to-cystatin C ratio was calculated and normalized by body weight. Incident diabetes was ascertained by plasma glucose, glycosylated hemoglobin, self-reported history, or use of anti-diabetic drugs. Logistic regression analysis and mediation analysis were employed.
Results
During follow-up, 634 participants developed diabetes. The risk of diabetes was gradually and significantly decreased with increased normalized creatinine–cystatin C ratio. The multivariable-adjusted odds ratio for diabetes was 0.91 (95% confidence interval, 0.83 to 0.99) per 1 standard deviation higher of normalized creatinine-to-cystatin C ratio, and this relationship remained significant after controlling for muscle strength. The risk reduction in diabetes was significantly larger in participants with normal-weight and high normalized creatinine-to-cystatin C ratio compared with those with overweight/obesity and high normalized creatinine-to-cystatin C ratio (Pinteraction=0.01). Insulin resistance and inflammation appeared to be key mediators accounting for the observed relationship between normalized creatinine-to-cystatin C ratio and risk of diabetes, with their mediating effect being 93.1% and 22.0%, respectively.
Conclusion
High normalized creatinine-to-cystatin C ratio is associated with reduced risk of diabetes in middle-aged and older adults.

Citations

Citations to this article as recorded by  
  • Muscle Quality in Relation to Prediabetes Phenotypes: A Population-Based Study With Mediation Analysis
    Shanhu Qiu, Xue Cai, Xiaoying Zhou, Jinshui Xu, Zilin Sun, Haijian Guo, Tongzhi Wu
    The Journal of Clinical Endocrinology & Metabolism.2024; 109(3): e1151.     CrossRef
  • Sex‐specific associations between skeletal muscle mass and incident diabetes: A population‐based cohort study
    Dan Liu, Nan Li, Yiling Zhou, Miye Wang, Peige Song, Changzheng Yuan, Qingyang Shi, Hui Chen, Kaixin Zhou, Huan Wang, Tao Li, Xiong‐Fei Pan, Haoming Tian, Sheyu Li
    Diabetes, Obesity and Metabolism.2024; 26(3): 820.     CrossRef
  • Diabetes Mellitus Should Be Considered While Analysing Sarcopenia-Related Biomarkers
    Justyna Rentflejsz, Zyta Beata Wojszel
    Journal of Clinical Medicine.2024; 13(4): 1107.     CrossRef
  • Associations of muscle mass and strength with new-onset diabetes among middle-aged and older adults: evidence from the China health and retirement longitudinal study (CHARLS)
    Yun-Yun He, Mei-Ling Jin, Xiang-Yang Fang, Xiao-Juan Wang
    Acta Diabetologica.2024; 61(7): 869.     CrossRef
  • Lower serum creatinine to cystatin C ratio associated with increased incidence of frailty in community-dwelling elderly men but not in elderly women
    Shixian Zhou, Peixia Wang, Linlin Sun, Xinxiu Zhao, Caixia Gong, Yichen Yang, Wen Ren, Yunmei Yang, Qin Zhang, JingJin Jiang
    Aging Clinical and Experimental Research.2024;[Epub]     CrossRef
  • Creatinine-to-cystatin C ratio and frailty in older adults: a longitudinal cohort study
    Quhong Song, Taiping Lin, Rui Liang, Yanli Zhao, Ning Ge, Jirong Yue
    BMC Geriatrics.2024;[Epub]     CrossRef
  • Sex difference in the association between creatinine-to-cystatin C ratio and metabolic syndrome among Chinese adults
    Jo-Hsuan Chen, Jau-Yuan Chen, Yi-Chuan Chen, Wen-Cheng Li
    Frontiers in Endocrinology.2024;[Epub]     CrossRef
  • Sex and Age Influence the Relationship Between Serum Creatinine/Cystatin C and Carotid Plaque in Patients With Type 2 Diabetes Mellitus
    Dan Yang, Kexin Li, Qiujuan Zhang, Tian Yu, Ling Liu, You Wang, Shuyuan Kang, Shumiao Song, Baofeng Xu, Rui Liu
    Angiology.2024;[Epub]     CrossRef
  • The serum creatinine to cystatin C to waist circumference ratios predicts risk for type 2 diabetes: A Chinese cohort study
    Yinfei Chen, Weiheng Wen, Zhiliang Mai, Ming Wang, Hong Chen, Jia Sun
    Journal of Diabetes.2023; 15(10): 808.     CrossRef
  • Associations of sarcopenia with peak expiratory flow among community-dwelling elderly population: based on the China Health and Retirement Longitudinal Study (CHARLS)
    Yun-Yun He, Mei-Ling Jin, Jing Chang, Xiao-Juan Wang
    European Geriatric Medicine.2023;[Epub]     CrossRef
  • Additive impact of diabetes and sarcopenia on all-cause and cardiovascular mortality: A longitudinal nationwide population-based study
    Eyun Song, Soon Young Hwang, Min Jeong Park, Ahreum Jang, Kyeong Jin Kim, Ji Hee Yu, Nam Hoon Kim, Hye Jin Yoo, Ji A. Seo, Sin Gon Kim, Nan Hee Kim, Sei Hyun Baik, Kyung Mook Choi
    Metabolism.2023; 148: 155678.     CrossRef

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