ArticleCardiovascular diabetology2024
Associations between cardiometabolic indices and the risk of diabetic kidney disease in patients with type 2 diabetes.
Article in Cardiovascular diabetology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 1 of them a synthesis that pooled it.
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Who cites it
48 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Atherogenic index of plasma and risk of diabetic nephropathy in type 2 diabetes: A meta‑analysis.Biomolecules & biomedicine · 2025Pooled it
- Article
- Comparative performance of insulin resistance-related indices in predicting adverse cardiovascular events among individuals with NAFLD and MASLD: a multi-center cohort study.Cardiovascular diabetology · 2026Observational
- Non-insulin-dependent insulin resistance surrogate indexes for predicting chronic kidney disease in diabetic individuals: a prospective cohort study.BMC endocrine disorders · 2026Article
- The cholesterol, high-density lipoprotein, and glucose index and its derived indices predict diabetic kidney disease development and progression: evidence from two nationwide cohorts and a biopsy-proven clinical cohort.Cardiovascular diabetology · 2026Article
- Independent and joint associations of out-of-school time moderate-to-vigorous physical activity and sedentary behavior with the risk of central obesity in children and adolescents.Archives of public health = Archives belges de sante publique · 2026Article
- Triglyceride-glucose index, genetic susceptibility, and trajectory of microvascular multimorbidity in type 2 diabetes.Scientific reports · 2026Article
- Association of atherogenic index of plasma and cardiometabolic index with all-cause mortality and cardiovascular disease in NAFLD patients: NHANES 1999-2018.Cardiovascular diabetology · 2026Article
- Elevated cardiometabolic index is associated with an increased risk of cardiovascular and all-cause mortality in patients undergoing dialysis: a retrospective cohort study.BMC nephrology · 2026Article
- Association between the cumulative atherogenic index of plasma and cardiometabolic multimorbidity: the mediating effects of the TyG index and body mass index.Lipids in health and disease · 2026Article
- Linear association between atherogenic index of plasma and diabetic kidney disease: evidence from a large clinical cohort and NHANES.Frontiers in nutrition · 2026Article
- Stress hyperglycemia ratio (SHR) and triglyceride-glucose index (TYG) associated with renal response to finerenone in diabetic kidney disease: a retrospective cohort study.Frontiers in medicine · 2026Article
- Correlation between TyG index, TyG-BMI index and AIP index and early-onset type 2 diabetic nephropathy.Frontiers in endocrinology · 2026Article
- Association of triglyceride glucose index with cardiovascular autonomic neuropathy in type 2 diabetes mellitus.Frontiers in cardiovascular medicine · 2026Article
- Relationship of HOMA-IR with chronic kidney disease in diabetic and non-diabetic Chinese populations: findings from the REACTION study.Frontiers in endocrinology · 2026Article
- Triglyceride-Glucose Index and 30-day mortality in pediatric sepsis: a retrospective cohort study based on PIC database.Frontiers in pediatrics · 2026Article
- Atherogenic index of plasma predicts progression of diabetic kidney disease.Frontiers in medicine · 2026Article
- Atherogenic Index of Plasma is Independently Associated With Microalbuminuria in Type 2 Diabetes: A Retrospective Cross-Sectional Study.Journal of diabetes research · 2026Article
- Prognostic value of the atherogenic index of plasma for early-stage diabetic kidney disease in type 2 diabetes: a retrospective cohort study using supervised machine learning.Frontiers in nutrition · 2026Article
- Atherosclerosis index and diabetic foot ulcers: an NHANES database investigation.International journal of surgery (London, England) · 2025Article
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11 authors.
Funding
Abstract
backgroundThis study was designed to assess the associations between emerging cardiometabolic indices-the atherogenic index of plasma (AIP), the stress hyperglycemia ratio (SHR), the triglyceride-glucose (TyG) index, and the homeostasis model assessment of insulin resistance (HOMA-IR)-and the incidence of diabetic kidney disease (DKD) in type 2 diabetes (T2D) patients.
methodsWe consecutively enrolled 4351 T2D patients. The AIP, SHR, TyG index, and HOMA-IR were calculated from baseline parameters. DKD was defined as a urine albumin/creatinine ratio > 30 mg/g or an eGFR < 60 mL/min per 1.73 m. All participants were categorized into tertiles based on the cardiometabolic indices. Multivariate logistic regression models, restricted cubic splines, and receiver operating characteristic (ROC) curves were used for analysis.
resultsA total of 1371 (31.5%) patients were diagnosed with DKD. A restricted cubic spline showed a J-shaped association of the AIP and TyG index with DKD, a log-shaped association between HOMA-IR and DKD, and a U-shaped association between the SHR and DKD incidence. Multivariate logistic regression revealed that individuals in the highest tertile of the four cardiometabolic indices had a significantly greater risk of DKD than did those in the lowest tertile (AIP: OR = 1.08, 95% CI = 1.02-1.14, P = 0.005; SHR: OR = 1.42, 95% CI = 1.12-1.81, P = 0.004; TyG index: OR = 1.86, 95% CI = 1.42-2.45, P < 0.001; HOMA-IR: OR = 2.24, 95% CI = 1.52-3.30, P < 0.001). The receiver operating characteristic curves showed that the HOMA-IR score was better than other indices at predicting the risk of DKD, with an optimal cutoff of 3.532.
conclusionsElevated AIP, SHR, TyG index and HOMA-IR are associated with a greater risk of DKD in patients with T2D. Among these indices, the HOMA-IR score demonstrated the strongest association with and predictive value for DKD incidence.
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