Evidence map›Paper›PMID 42877268›Full record

ArticleInternational journal of general medicine2026

Insulin Resistance-Related Indices as Promising Predictors of Age-Related Cataract in Chinese Adults: A Retrospective Study.

JinHua Zhou, Minhui Luo, Ying Dai, Zhimin Chen, Honglan Gao

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Article in International journal of general medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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5 authors.

JinHua Zhou *Department of Clinical Nutrition, Guangming Traditional Chinese Medicine Hospital Pudong New Area, Shanghai, 201399, People's Republic of China.
Minhui Luo *Department of Plan and Quality Management, Ganzhou People's Hospital, Ganzhou, 341000, People's Republic of China.
Ying Dai *Department of Ophthalmology, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, 224006, People's Republic of China.
Zhimin ChenDepartment of Clinical Nutrition, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, 224006, People's Republic of China.
Honglan GaoDepartment of Clinical Nutrition, The Yancheng Clinical College of Xuzhou Medical University, The First People's Hospital of Yancheng, Yancheng, 224006, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Age-related cataract (ARC) is a major cause of visual impairment in older adults, yet simple and reliable biomarkers for early risk stratification remain scarce in routine clinical practice. Insulin resistance (IR) is implicated in cataractogenesis, however, the predictive value of IR-related surrogate markers in Chinese populations has not been systematically evaluated. This study aimed to assess six IR-related indices, including triglyceride-glucose (TyG) index, TyG combined with body mass index (TyG-BMI), the metabolic score for insulin resistance (METS-IR), low-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (LDL-C/HDL-C), triglyceride to high-density lipoprotein cholesterol ratio (TG/HDL-C), and total cholesterol to high-density lipoprotein cholesterol ratio (TC/HDL-C) for predicting ARC risk. Methods: This retrospective study enrolled 1536 participants aged ≥50 years. Multivariable logistic regression models, restricted cubic spline (RCS), and receiver operating characteristic (ROC) curve comparisons were performed to evaluate associations and discriminatory ability. Subgroup and threshold effect analyses were also conducted. Results: TyG, TyG-BMI, METS-IR, LDL-C/HDL-C and TG/HDL-C were independently associated with ARC after full confounder adjustment. LDL-C/HDL-C showed the highest discriminatory ability (AUC=0.638, 95% CI: 0.608-0.667), which was significantly higher than that of the other five indices (P < 0.05). The threshold effect was observed in the association between LDL-C/HDL-C and ARC risk, with an inflection point at 1.56. Above this threshold, each one-unit increase in LDL-C/HDL-C was associated with a 124% higher ARC risk (OR=2.24, 95% CI: 1.72-2.93, P < 0.001). Conclusion: The LDL-C/HDL-C ratio showed the highest discriminatory ability among the six evaluated IR-related indices for ARC, although its predictive performance remained modest. These simple and cost-effective IR markers, particularly LDL-C/HDL-C, may serve as adjunctive tools for early risk stratification when combined with other risk factors. Future multicenter prospective studies are needed to validate these findings externally and establish their clinical utility.

Indexed as

age-related cataractinsulin resistanceLDL-C/HDL-C ratiotriglyceride-glucose (TyG) index

Identifiers

PMID42877268
PMCPMC13665667

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