ArticleCardiovascular diabetology2024
Association between the atherogenic index of plasma trajectory and risk of heart failure among hypertensive patients: a prospective cohort study.
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 23 papers.
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Who cites it
23 citing papers in PubMed.
- 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
- The association of nontraditional lipid parameters with all-cause and cardiovascular mortality: A national cohort study.Medicine · 2026Article
- Joint association of atherogenic index of plasma (AIP) and body roundness index (BRI) with cardiometabolic multimorbidity in adults in Guangzhou, China.Cardiovascular diabetology · 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
- 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
- The atherogenic index of plasma is associated with subclinical cardiac systolic dysfunction among obese patients: a cross-sectional study.Frontiers in nutrition · 2026Article
- The correlation between the trajectory of plasma atherosclerosis-inducing index in the examination population and the risk of developing metabolic dysfunction-associated steatotic liver disease.Frontiers in endocrinology · 2026Article
- Association between combined atherogenic and frailty index and cardiovascular events: evidence from the CHARLS cohort.Cardiovascular diabetology · 2025Article
- Multimodal Data-Driven Explainable Prognostic Model for Major Adverse Cardiovascular Events Prediction in Patients With Unstable Angina and Heart Failure With Preserved Ejection Fraction: Multicenter, Cross-Regional Cohort Study.Journal of medical Internet research · 2025Article
- Metabolomic characterization of frailty identifies subtype-specific management strategies.NPJ digital medicine · 2025Article
- Association of the atherogenic index of plasma with the risk of cardiovascular disease and death among diabetic or prediabetic adults.Endocrine · 2025Article
- 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
- Association of cumulative changes in atherogenic index of plasma and its obesity-related derivatives with cardiovascular disease: emphasis on incremental risk of diabetes status.Cardiovascular diabetology · 2025Article
- Association between atherogenic index of plasma and incident aortic disease: a population-based prospective analysis.Open heart · 2025Observational
- Triglyceride-glucose index: a novel assessment tool for all-cause mortality in critical stroke patients-a retrospective analysis of the eICU-CRD database.Cardiovascular diabetology · 2025Observational
- A J-shaped association between the atherogenic index of plasma and diabetes risk in a Japanese population: a large-scale retrospective cohort study.BMC endocrine disorders · 2025Article
- Association between the atherogenic index of plasma and incident hypertension across different blood pressure states: a national cohort study.Cardiovascular diabetology · 2025Article
- Association of atherogenic index of plasma trajectory with the incidence of cardiovascular disease over a 12-year follow-up: findings from the ELSA cohort study.Cardiovascular diabetology · 2025Article
- Baseline atherogenic index of plasma and its trajectory predict onset of type 2 diabetes in a health screened adult population: a large longitudinal study.Cardiovascular diabetology · 2025Article
- Association between insulin resistance indices and outcomes in patients with heart failure with preserved ejection fraction.Cardiovascular diabetology · 2025Article
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13 authors.
Funding
Abstract
backgroundThe atherogenic index of plasma (AIP) has been shown to be positively correlated with cardiovascular events. However, it remains unclear whether hypertensive patients with long-term high AIP levels are at greater risk of developing heart failure (HF). Therefore, the aim of this study was to investigate the association between AIP trajectory and the incidence of HF in hypertensive patients.
methodsThis prospective study included 22,201 hypertensive patients from the Kailuan Study who underwent three waves of surveys between 2006 and 2010. Participants were free of HF or cancer before or during 2010. The AIP was calculated as the logarithmic conversion ratio of triglycerides to high-density lipoprotein cholesterol. Latent mixed modeling was employed to identify different trajectory patterns for AIP during the exposure period (2006-2010). Cox proportional hazard models were then used to estimate the hazard ratio (HR) and 95% confidence interval (CI) for incident HF among different trajectory groups.
resultsFour distinct trajectory patterns were identified through latent mixture modeling analysis: low-stable group (n = 3,373; range, -0.82 to -0.70), moderate-low stable group (n = 12,700; range, -0.12 to -0.09), moderate-high stable group (n = 5,313; range, 0.53 to 0.58), and elevated-increasing group (n = 815; range, 1.22 to 1.56). During a median follow-up period of 9.98 years, a total of 822 hypertensive participants experienced HF. After adjusting for potential confounding factors, compared with those in the low-stable group, the HR and corresponding CI for incident HF in the elevated-increasing group, moderate-high stable group, and moderate-low stable group were estimated to be 1.79 (1.21,2.66), 1.49 (1.17,1.91), and 1.27 (1.02,1.58), respectively. These findings remained consistent across subgroup analyses and sensitivity analyses.
conclusionProlonged elevation of AIP in hypertensive patients is significantly associated with an increased risk of HF. This finding suggests that regular monitoring of AIP could aid in identifying individuals at a heightened risk of HF within the hypertensive population.
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