ArticleLipids in health and disease2025
Atherogenic index of plasma and triglyceride-glucose index mediate the association between stroke and all-cause mortality: insights from the lipid paradox.
Article in Lipids in health and disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Association of insulin resistance indices with major adverse cardiovascular events in patients with acute myocardial infarction and chronic Kidney disease: a retrospective cohort study.Annals of medicine · 2026Article
- Atherogenic Index of Plasma as Predictor for Cardiovascular Events and Cardiometabolic Diseases:Findings from the PAMELA Study.High blood pressure & cardiovascular prevention : the official journal of the Italian Society of Hypertension · 2026Article
- Association between cumulative TyG/AIP-derived indices and terminal survival time in older patients with circulatory system diseases.BMC geriatrics · 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
- Low atherogenic index of plasma is associated with spontaneous hemorrhagic transformation in acute ischemic stroke patients: a retrospective cohort study and predictive modeling based on machine learning.Lipids in health and disease · 2026Article
- Association of the atherogenic index of plasma and a novel triglyceride-glucose-body shape index with stroke: insights from NHANES and machine learning approaches.BMC cardiovascular disorders · 2026Article
- Blood pressure-stratified associations of the atherogenic index of plasma with all-cause mortality: a 10-year rural cohort study in China.Frontiers in cardiovascular medicine · 2026Article
- Association of remnant cholesterol and cholesterol, high-density lipoprotein, and glucose index with unfavorable outcomes after intravenous thrombolysis in acute ischemic stroke: a dual-center cohort study.Frontiers in immunology · 2026Article
- Nonlinear thresholds in lipid-frailty interplay: Precision targets for severe airflow limitation in aging adults.PloS one · 2026Article
- Combined association of triglyceride-glucose index and the atherogenic index of plasma with the incidence of cardiovascular diseases among middle-aged and older population.Cardiovascular diabetology · 2025Article
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- Association between the atherogenic index of plasma and major adverse cardiovascular events in individuals with metabolic syndrome: findings from the UK biobank.Cardiovascular diabetology · 2025Article
- Effects of Empagliflozin and Dapagliflozin on Lipid Profiles and Atherogenic Risk Indices in Patients with Heart Failure and a History of CABG: First Evidence in the Literature.Journal of clinical medicine · 2025Article
- The association between triglyceride-glucose index and all-cause/cardiovascular mortality in patients with different glucose metabolism statuses.Cardiovascular diabetology · 2025Article
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- Article
- Atherosclerosis index and BMI: new predictors of cognitive function in ischemic survivors.Frontiers in nutrition · 2025Article
- Nonlinear relationship between incidence of new-onset stroke and plasma atherosclerotic index in middle-aged and older adults.Frontiers in neurology · 2025Article
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Abstract
backgroundThe "lipid paradox" describes the counterintuitive observation that traditionally unfavorable lipid profiles may be associated with improved outcomes in stroke patients. Non-traditional lipid markers such as the atherogenic index of plasma (AIP) and the triglyceride-glucose (TyG) index have been proposed to better reflect the complex metabolic disturbances following stroke. This study aims to investigate the mediating role of AIP and TyG index in the association between stroke and all-cause mortality and elucidate the potential mechanisms underlying the lipid paradox.
methodsThis cohort study used data from the China Health and Retirement Longitudinal Study (CHARLS), including 10,220 participants enrolled from 2011 to 2020, with a maximum follow-up of 10 years. AIP and TyG index were calculated from baseline serum measurements. U-test, chi-square test, restricted cubic spline analysis (RCS), cox proportional hazards regression and mediation model were used to analyze the relationship between baseline AIP, TyG index, stroke and all-cause mortality.
resultsA total of 1,421 deaths (13.90%) occurred during an average follow-up of 9.21 years. Compared to survivors, non-survivors were older, had a higher prevalence of stroke, and lower AIP levels (P < 0.05), while TyG index showed no significant group difference. RCS analysis revealed a nonlinear association between the TyG index and mortality, but no significant nonlinearity for AIP. Cox regression analysis identified age, gender, marital status, smoking history, hypertension, diabetes, lung disease, stroke, AIP, and the highest TyG quartile (Q4) as independent predictors of all-cause mortality (all P < 0.05). Notably, AIP showed a negative association with mortality (HR = 0.87, 95% CI: 0.77-0.98),demonstrating a lipid paradox phenomenon. Furthermore, in the chain mediation model, both AIP (β=-0.03, 95%CI: -0.072 to -0.002) and TyG index (β=-0.016, 95%CI: -0.036 to -0.002) independently mediated the association between stroke and all-cause mortality in a negative manner. However, the positive chain mediating effect of AIP through TyG index (β = 0.028, 95%CI: 0.003-0.066) offset this negative mediation, rendering the overall mediating effect insignificant.
conclusionsAIP and the TyG index independently or jointly influence the risk of all-cause mortality after stroke. Notably, AIP demonstrates a significant lipid paradox phenomenon. Moreover, the chain mediating effect of AIP and TyG significantly increases post-stroke mortality risk. These findings highlight the complex interplay between lipid and glucose metabolism in stroke prognosis and offer a novel perspective for post-stroke metabolic management.
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