ArticleFrontiers in nutrition2024
Association between cardiometabolic index and frailty among patients with diabetes mellitus: a cross-sectional study.
Article in Frontiers in nutrition, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Associations between lipid accumulation indices and gallstone prevalence in Chinese elderly: a community-based study in Fuzhou.BMC gastroenterology · 2026Article
- Association of frailty with fragility fractures and all‑cause mortality in adults: evidence from the National Health and Nutrition Examination Survey.BMC musculoskeletal disorders · 2026Article
- The association between cardiometabolic index and hypertension-diabetes comorbidity among adults aged 45 and older: evidence from two national databases.BMC endocrine disorders · 2026Article
- Association between Cardiometabolic Index (CMI) with muscle mass and strength in US adults: A cross-sectional study.Medicine · 2025Article
- The Obesity-Related Indices Are Useful for Predicting Diabetic Nephropathy in Patients With Type II Diabetes Mellitus: A Retrospective Cohort Study of NHANES.Endocrinology, diabetes & metabolism · 2025Article
- Positive association between cardiometabolic index and gallstones, with greater impact on women and those younger than 50 years: the NHANES 2017-2020 cross-sectional study.BMC public health · 2025Article
- Relationship Between Cardiometabolic Index and Incident Frailty in Middle-Aged and Older Adults: A Cohort Study.Inquiry : a journal of medical care organization, provision and financingArticle
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2 authors.
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Abstract
Background: Cardiometabolic index (CMI) is a novel marker that can assess metabolic status. Studies have found that people with diabetes mellitus (DM) are at high risk of developing frailty. However, there is a lack of evidence between CMI and the risk of frailty in patients with DM. Therefore, the aim of this study was to investigate the association between CMI and frailty in patients with DM. Methods: This study utilized data from the 2005-2018 National Health and Nutrition Examination Survey (NHANES). Weighted multivariate logistic regression was conducted in this study to explore the association between CMI and frailty status in patients with DM. In addition, subgroup analyses and interaction analyses were conducted to assess heterogeneity between different subgroups. Subsequently, restricted cubic spline (RCS) was also used to test for non-linear relationships. Results: This study ultimately included 2,761 patients with DM. Weighted multivariate logistic regression showed that, after adjusting all covariates, an increase in the level of CMI was associated with an increased risk of being in a frailty status in patients with DM (OR = 1.12, 95% CI = 1.04-1.22, Conclusion: This study found that the higher the CMI, the higher the risk of frailty in DM patients. Maintaining a healthy low-fat dietary pattern and properly controlling blood lipid levels may reduce the risk of frailty in patients with DM.
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