Association of Atherogenic Index of Plasma With Stroke Risk in a Population With Cardiovascular-Kidney-Metabolic Syndrome Stages 0 to 3: The First Evidence From the China Health and Retirement Longitudinal Study
- PMID: 40654258
- DOI: 10.1161/JAHA.124.039983
Association of Atherogenic Index of Plasma With Stroke Risk in a Population With Cardiovascular-Kidney-Metabolic Syndrome Stages 0 to 3: The First Evidence From the China Health and Retirement Longitudinal Study
Abstract
Background: The atherogenic index of plasma (AIP) is a marker of lipids and atherosclerosis. However, its associations with stroke risk in a population with cardiovascular-kidney-metabolic (CKM) syndrome stages 0 to 3 remain unclear.
Methods: The data for this study were obtained from CHARLS (China Health and Retirement Longitudinal Study). The AIP was calculated using the formula: AIP=log10 (triglycerides/high-density lipoprotein cholesterol). The outcome of this study was stroke events. Cox regression models and restricted cubic spline were applied to investigate the relationship between AIP and stroke risk in populations with CKM syndrome stages 0 to 3.
Results: A total of 7664 participants were included in this study, with a mean age of 59.30±9.58 years, and 53.08% were women. A total of 683 (8.91%) stroke events were recorded. After fully adjusting for covariates, each 1-unit increase in AIP was associated with a 22% increase in stroke risk (hazard ratio [HR], 1.22 [95% CI, 1.10-1.34]). AIP was further categorized into quartiles. The adjusted HRs for quartile 2, quartile 3, and quartile 4 compared with quartile 1 were 1.48 (95% CI, 1.18-1.86), 1.70 (95% CI, 1.36-2.14), and 1.58 (95% CI, 1.25-2.00), respectively. Results from restricted cubic spline revealed a significant nonlinear relationship within a population with CKM syndrome stages 0 to 3 between AIP and stroke risk (threshold=1.516).
Conclusions: This study found a nonlinear association between AIP and increased stroke incidence in a population with CKM syndrome stages 0 to 3, with a threshold of 1.516. These findings indicate that AIP could serve as a potential predictor for the risk of stroke.
Keywords: CHARLS; atherogenic index of plasma; cardiovascular‐kidney‐metabolic syndrome; stroke.
Similar articles
-
Association of novel triglyceride-glucose-related indices with incident stroke in early-stage cardiovascular-kidney-metabolic syndrome.Cardiovasc Diabetol. 2025 Jul 24;24(1):301. doi: 10.1186/s12933-025-02854-x. Cardiovasc Diabetol. 2025. PMID: 40707904 Free PMC article.
-
Relationship between plasma atherogenic index and incidence of cardiovascular diseases in Chinese middle-aged and elderly people.Sci Rep. 2025 Mar 13;15(1):8775. doi: 10.1038/s41598-025-86213-6. Sci Rep. 2025. PMID: 40082452 Free PMC article.
-
Sex-specific differences in the relationship between the atherogenic index and hypertension in middle-aged and elderly Chinese.Front Endocrinol (Lausanne). 2025 Jun 18;16:1574125. doi: 10.3389/fendo.2025.1574125. eCollection 2025. Front Endocrinol (Lausanne). 2025. PMID: 40607234 Free PMC article.
-
Atherogenic index of plasma and coronary artery disease: a systematic review and meta-analysis of observational studies.Cardiovasc Diabetol. 2025 Jan 22;24(1):35. doi: 10.1186/s12933-025-02582-2. Cardiovasc Diabetol. 2025. PMID: 39844262 Free PMC article.
-
The association of atherogenic index of plasma with cardiovascular outcomes in patients with coronary artery disease: A systematic review and meta-analysis.Cardiovasc Diabetol. 2024 Apr 2;23(1):119. doi: 10.1186/s12933-024-02198-y. Cardiovasc Diabetol. 2024. PMID: 38566139 Free PMC article.
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous