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Elevated atherogenic index of plasma is associated with increased cardiorenal syndrome prevalence: a cross-sectional
Sikai Xu1, Jianping Hu2, Zhiyi Ouyang3
1Department of Medical Genetics, the Second Affiliated Hospital of Nanchang University, Nanchang, China.
Insights
Higher atherogenic index of plasma (AIP) is linked to increased cardiorenal syndrome (CRS) risk. This association was stronger in individuals without hypertension, suggesting AIP as a potential biomarker for CRS.
Area of Science:
- Cardiology
- Nephrology
- Biomarkers
Background:
- Cardiorenal syndrome (CRS) involves simultaneous heart and kidney dysfunction.
- Atherogenic index of plasma (AIP), derived from triglycerides (TG) and high-density lipoprotein cholesterol (HDL-C), is a potential cardiovascular risk marker.
Purpose of the Study:
- To investigate the association between AIP and CRS.
- To explore the potential linkage between AIP and CRS in a large population cohort.
Main Methods:
- Utilized data from the National Health and Nutrition Examination Survey (2005-2018) with 35,365 participants.
- Defined CRS by coexisting cardiovascular disease (CVD) and chronic kidney disease (CKD).
- Employed weighted logistic regression and restricted cubic spline (RCS) analysis, adjusting for covariates.
Main Results:
- A positive correlation was observed between AIP and CRS across all models.
- The highest AIP quartile showed a significantly increased odds ratio (OR) for CRS (OR = 1.62).
- RCS analysis confirmed a positive AIP-CRS correlation; TG correlated positively, HDL-C negatively with CRS. A significant interaction with hypertension was noted, with a stronger association in non-hypertensive individuals.
Conclusions:
- Elevated AIP levels are associated with a higher prevalence of CRS.
- The study highlights a significant interaction with hypertension, indicating a greater effect of AIP on CRS in non-hypertensive individuals.
Purpose:
Cardiorenal syndrome (CRS) is a complex clinical condition characterized by the simultaneous dysfunction of the heart and kidneys. The atherogenic index of plasma (AIP), calculated as the logarithm of the ratio of triglycerides (TG) to high-density lipoprotein cholesterol (HDL-C), has emerged as a potential biomarker for cardiovascular risk. This study investigates the association between AIP and CRS, aiming to explore the potential linkage between AIP and CRS.
Methods:
Data were sourced from the National Health and Nutrition Examination Survey spanning 2005-2018, involving 35,365 participants after applying exclusion criteria. The primary exposure variable was AIP, categorized into quartiles, while the primary outcome variable was CRS, defined by the coexistence of cardiovascular disease (CVD) and chronic kidney disease (CKD). Statistical analyses, considering sample weights, included ANOVA, Chi-square tests, logistic regression models, and restricted cubic spline (RCS) analysis to examine nonlinear relationships.
Results:
The weighted logistic regression analysis showed a positive correlation between AIP and CRS across all models. In the fully adjusted model, the highest AIP quartile had a significantly increased odds ratio (OR) for CRS (Q4: OR = 1.62; 95% CI: 1.21-2.15). RCS analysis confirmed a positive correlation between AIP and CRS, with TG positively and HDL-C negatively correlated with CRS. Subgroup analysis indicated a significant interaction with hypertension, showing a stronger association in non-hypertensive individuals.
Conclusion:
Higher AIP levels are associated with an increased prevalence of CRS, with a notable hypertension-specific interaction indicating a higher effect in individuals without hypertension.
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