ArticleCardiovascular diabetology2024
Association between atherogenic index of plasma and new-onset stroke in individuals with different glucose metabolism status: insights from CHARLS.
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 102 papers, 2 of them syntheses that pooled it.
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Who cites it
102 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Atherogenic index of plasma and coronary artery disease: a systematic review and meta-analysis of observational studies.Cardiovascular diabetology · 2025Pooled it
- Diagnostic accuracy of the atherogenic index of plasma in metabolic syndrome: a diagnostic meta-analysis.PeerJ · 2025Pooled it
- Uric acid-to-HDL cholesterol ratio and incident stroke: Competing-risk models in the China Health and Retirement Longitudinal Study.Medicine · 2026Article
- Article
- Metabolic Indices of Atherogenicity, Insulin Resistance, and Inflammation (AIP, TyG, and CTI) and the Risk of Renal Function Decline in Early-Stage CKM Syndrome: A Nationwide Prospective Cohort Study.Journal of clinical medicine · 2026Article
- Atherogenic index of plasma and high-sensitivity C-reactive protein: combined effects on stroke risk in a middle-aged and elderly non-diabetic cohort.Acta neurologica Belgica · 2026Article
- Association of high-sensitivity C-reactive protein-to-hemoglobin ratio with stroke risk: A study based on the China Health and Retirement Longitudinal Study and English Longitudinal Study of Ageing cohorts.The Journal of international medical research · 2026Article
- Atherogenic index of plasma and risk of hypertensive disorders of pregnancy in women with gestational diabetes mellitus: a two-center cohort study.Hypertension research : official journal of the Japanese Society of Hypertension · 2026Observational
- Association of the combined atherosclerosis index of plasma and frailty index with arthritis in middle-aged and older adults: a cohort study.Scientific reports · 2026Article
- Association between the atherogenic index of plasma trajectory and risk of cardiovascular diseases among hypertensive patients: a prospective cohort study.Cardiovascular diabetology. Endocrinology reports · 2026Article
- Unraveling 'F' factor: towards a genetic-clinical framework for the musculoskeletal-heart crosstalk in metabolic aging.Cardiovascular diabetology · 2026Article
- Joint effects of dyslipidemia and the platelet count on stroke risk: Longitudinal analysis via dynamic lipid stratification in the CHARLS cohort.BMC neurology · 2026Article
- Machine Learning Prediction Model for Dyslipidemia and Its Association With Atherothrombotic Events in 3 Independent Cohorts From South Korea, Japan, and the United Kingdom: Algorithm Development and Validation Study.JMIR medical informatics · 2026Article
- Association of various insulin resistance surrogate markers with mortality risk in critically ill patients with ischemic stroke: a retrospective cohort study.Cardiovascular diabetology · 2026Article
- Joint association of triglyceride-glucose (TyG) and atherogenic index of plasma (AIP) with stroke risk: findings from a nationwide prospective cohort.Cardiovascular diabetology · 2026Article
- Atherogenic Index of Plasma Predicts the Onset and Progression of Cardio-Renal-Metabolic Multimorbidity: Evidence From a Nationwide Prospective Cohort Study.Journal of diabetes · 2026Article
- The joint association of the combined triglyceride-glucose index and atherogenic index of plasma with hypertension on stroke risk across different glycemic status: a prospective cohort study.Cardiovascular diabetology · 2026Article
- Inflammatory, Nutritional, and Atherogenic Profiles Associated with Histologic Activity in Inflammatory Bowel Disease.Biomedicines · 2026Article
- Article
- Atherogenic Index of Plasma and Residual Risk in Anticoagulated Patients With Atrial Fibrillation: The Prospective Murcia Atrial Fibrillation Project III Cohort.Journal of the American Heart Association · 2026Article
42 more citing papers are in PubMed but not listed here.
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9 authors.
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Abstract
backgroundCirculating atherogenic index of plasma (AIP) levels has been proposed as a novel biomarker for dyslipidemia and as a predictor of insulin resistance (IR) risk. However, the association between AIP and the incidence of new-onset stroke, particularly in individuals with varying glucose metabolism status, remains ambiguous.
methodsA total of 8727 participants aged 45 years or older without a history of stroke from the China Health and Retirement Longitudinal Study (CHARLS) were included in this study. The AIP was calculated using the formula log [Triglyceride (mg/dL) / High-density lipoprotein cholesterol (mg/dL)]. Participants were divided into four groups based on their baseline AIP levels: Q1 (AIP ≤ 0.122), Q2 (0.122 < AIP ≤ 0.329), Q3 (0.329 < AIP ≤ 0.562), and Q4 (AIP > 0.562). The primary endpoint was the occurrence of new-onset stroke events. The Kaplan-Meier curves, multivariate Cox proportional hazard models, and Restricted cubic spline analysis were applied to explore the association between baseline AIP levels and the risk of developing a stroke among individuals with varying glycemic metabolic states.
resultsDuring an average follow-up of 8.72 years, 734 participants (8.4%) had a first stroke event. The risk for stroke increased with each increasing quartile of baseline AIP levels. Kaplan-Meier curve analysis revealed a significant difference in stroke occurrence among the AIP groups in all participants, as well as in those with prediabetes mellitus (Pre-DM) and diabetes mellitus (DM) (all P values < 0.05). After adjusting for potential confounders, the risk of stroke was significantly higher in the Q2, Q3, and Q4 groups than in the Q1 group in all participants. The respective hazard ratios (95% confidence interval) for stroke in the Q2, Q3, and Q4 groups were 1.34 (1.05-1.71), 1.52 (1.19-1.93), and 1.84 (1.45-2.34). Furthermore, high levels of AIP were found to be linked to an increased risk of stroke in both pre-diabetic and diabetic participants across all three Cox models. However, this association was not observed in participants with normal glucose regulation (NGR) (p > 0.05). Restricted cubic spline analysis also demonstrated that higher baseline AIP levels were associated with higher hazard ratios for stroke in all participants and those with glucose metabolism disorders.
conclusionsAn increase in baseline AIP levels was significantly associated with the risk of stroke in middle-aged and elderly individuals, and exhibited distinct characteristics depending on the individual's glucose metabolism status.
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