ArticleLipids in health and disease2024
Comparative study of insulin resistance surrogate indices to predict mild cognitive impairment among Chinese non-diabetic adults.
Article in Lipids in health and disease, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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13 citing papers in PubMed.
- Article
- Insulin Resistance Surrogates and Cognitive Impairment in Parkinson's Disease: A Cross-Sectional Study with Interpretable Machine Learning.Biomedicines · 2026Article
- Association of triglyceride-glucose index (TyG) and a body shape index (ABSI) with cognitive decline and dementia risk.PloS one · 2026Article
- Multifactorial stratified analysis of two novel metabolism-related indices for predicting stroke in mild cognitive impairment.Frontiers in neurology · 2026Article
- TyG index and mild cognitive impairment and dementia: a review of current evidence.Frontiers in aging neuroscience · 2026Review
- The relationship between arthritis and mild cognitive impairment in different obese metabolic heterogeneity populations-the mediating role of depression.Frontiers in nutrition · 2026Article
- The mediating role of depressive symptoms in the relationship between obesity-related triglyceride-glucose index and cognitive status among middle-aged and elderly adults: a large cohort study.Frontiers in psychiatry · 2026Article
- Association of a novel nutritional index, the triglyceride-cholesterol-body weight index (TCBI), with incident mild cognitive impairment: CHARLS 2011-2018.Frontiers in nutrition · 2026Article
- Development of a nomogram based on METS-IR and SPISE index for predicting mild cognitive impairment in type 2 diabetes mellitus.Journal of endocrinological investigation · 2025Article
- Assessing the Impact of Estimated Glucose Disposal Rate (eGDR) on Cognitive Function in Older Adults: A NHANES-Based Machine Learning Study.CNS neuroscience & therapeutics · 2025Article
- The role of elevated depressive symptoms in the incident mild cognitive impairment in China: a 9-year prospective cohort study of middle-aged and older Chinese adults (2011-2020).Frontiers in psychiatry · 2025Article
- Triglyceride glucose-body mass index is associated with diabetic kidney disease in type 2 diabetes mellitus patients without non-alcoholic fatty liver disease.Frontiers in nutrition · 2025Article
- Associations between the METS-IR index and cognitive function in community-dwelling Chinese middle-aged and older adult individuals: a cross-sectional study.Frontiers in public health · 2025Article
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6 authors.
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Abstract
objectiveThe study aims to investigate the associations of triglyceride glucose (TyG), TyG combined with body mass index (TyG-BMI), metabolic score for insulin resistance (METS-IR), the triglyceride to high-density lipoprotein cholesterol ratio (TG/HDL-C), and the risk of mild cognitive impairment (MCI) in individuals without diabetes aged 45 and above.
methodsThe most recent data in this study were from a cohort study, which sourced samples from the China Health and Retirement Longitudinal Study, spanning 2011 to 2018. The four indices' associations with MCI risk were analyzed using logistic regression. The predictive capacity was measured using the receiver operating characteristic (ROC) curve.
resultsOver a 7-year follow-up, 1,261 individuals (31.34%) of the 4,027 participants developed MCI. Logistic regression analysis revealed significant associations between these surrogate indices and MCI. The findings for the highest quartile compared with the lowest quartile were as follows: TyG: 1.24 (95% CI: 1.02, 1.49); TyG-BMI: 1.38 (95% CI: 1.13, 1.68); METS-IR: 1.50 (95% CI: 1.09, 2.06); TG/HDL-C: 1.34 (95% CI: 1.10, 1.64). ROC analysis revealed that TyG, TyG-BMI, TG/HDL-C, and METS-IR demonstrated excellent discriminatory power for MCI, with area under the curve (AUC) values of 0.82 (95% CI: 0.80, 0.83), 0.82 (95% CI: 0.80, 0.83), 0.83 (95% CI: 0.80, 0.84), and 0.83 (95% CI: 0.80, 0.84), respectively. The four indices showed stronger ability to predict MCI risk in females compared to males.
conclusionElevated levels of four indices are positively correlated with MCI risk. TyG-BMI and METS-IR demonstrate stronger capabilities in identifying MCI across both male and female populations. This suggests that early intervention in patients with elevated IR surrogate indices may help reduce the MCI.
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