ArticleClinical and experimental medicine2025
Association of non-traditional lipid indices with diabetes and insulin resistance in US adults: mediating effects of HOMA-IR and evidence from a national cohort.
Article in Clinical and experimental medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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10 citing papers in PubMed.
- Association of atherogenic index of plasma with urine albumin-to-creatinine ratio in Chinese urban adults: a cross-sectional study.Renal failure · 2026Article
- Sex differences in insulin resistance and associated metabolic and inflammatory markers among adults with and without HIV in Zambia.Physiological reports · 2026Article
- The association of nontraditional lipid parameters with all-cause and cardiovascular mortality: A national cohort study.Medicine · 2026Article
- Association between non-traditional lipid-inflammatory parameters and incident diabetes: a national prospective cohort study.BMC endocrine disorders · 2026Article
- Insulin Resistance Surrogates and Cognitive Impairment in Parkinson's Disease: A Cross-Sectional Study with Interpretable Machine Learning.Biomedicines · 2026Article
- From Metabolism to Mind: The Cardio-Metabolic-Brain Axis and the Role of Insulin Resistance-A Review.Biomedicines · 2026Review
- Nontraditional lipid and lipid-inflammatory parameters for risk stratification of abnormal glucose metabolism: a cross-sectional study in Chinese adults.Frontiers in endocrinology · 2026Article
- Systemic inflammatory biomarkers (NLR, SII, PNI and FPR) combined with CEA for predicting advanced colorectal neoplasms: development and temporal validation of a machine learning model.Frontiers in oncology · 2026Article
- Relationship between nontraditional lipid parameters and the risk of type 2 diabetes in individuals recovered from dyslipidemia: a cohort study.Frontiers in endocrinology · 2025Article
- Prognostic value of the atherogenic index of plasma in patients with acute coronary syndrome without standard modifiable risk factors: a machine learning-based cohort study.Frontiers in cardiovascular medicine · 2025Article
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Abstract
Dyslipidemia, diabetes mellitus, and insulin resistance (IR) are intricately linked. In recent years, a series of novel lipid indices have emerged. Investigating their correlation with diabetes and IR is critical for early intervention. This study analyzed 19,780 National Health and Nutrition Examination Survey (NHANES) participants (1999-2020), examining the atherogenic index of plasma (AIP), Castelli risk index I (CRI-I) and II (CRI-II), estimated small dense LDL cholesterol (EsdLDL-C), non-HDL cholesterol-to-HDL cholesterol ratio (NHHR), and remnant cholesterol (RC). Covariates were selected via Boruta and LASSO regression. Multivariate logistic regression, restricted cubic splines, ROC, subgroup, and mediation analyses were employed, validated by sensitivity analyses. The prevalence of diabetes was 15.0%. After adjustment, four indices (excluding CRI-II and EsdLDL-C) were associated with diabetes. For Q4 vs Q1, AIP and RC showed significantly elevated risk (OR: 2.52 [2.07-3.07] and 2.13 [1.75-2.58], respectively). Regarding IR, all indices exhibited dose-dependent associations, with AIP (OR: 5.74 [5.00-6.59]) and RC (4.09 [3.58-4.67]) showing the strongest links. For diabetes diagnosis, AIP (AUC: 0.824) and RC (0.822) outperformed other lipid indices (cutoffs: 0.31, 31.0) but were less effective than fasting glucose and HbA1c. For IR, AIP (AUC: 0.837) and RC (0.830) remained superior among lipid indices and showed no significant diagnostic disadvantage vs IR-related indicators. Subgroup analyses indicated stronger AIP/RC-diabetes/IR associations in females. Mediation analyses showed HOMA-IR mediated 43.1% and 50.3% of AIP/RC-diabetes associations, more pronounced in older adults (> 65 years), males and those with BMI ≥ 25 kg/m
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