# Association between the atherogenic index of plasma, body mass index, and cardiovascular diseases in Chinese middle and old-aged adults: a mediation analysis

**Authors:** Yirui Xu, Mengping Liu, Wenbo Yang, Wenjiao Zhang, Heze Fan, Yu Xu, Juan Zhou, Zuyi Yuan

PMC · DOI: 10.3389/fcvm.2025.1597749 · Frontiers in Cardiovascular Medicine · 2025-10-29

## TL;DR

This study finds that high AIP and BMI together increase cardiovascular disease risk in older Chinese adults, with BMI partially mediating the link.

## Contribution

The study demonstrates that BMI partially mediates the relationship between AIP and cardiovascular disease risk in Chinese middle and older adults.

## Key findings

- Elevated AIP and BMI are associated with a 78.9% higher risk of cardiovascular diseases.
- Approximately 30.57% of the AIP-cardiovascular disease link is mediated by BMI.

## Abstract

Evidence has emerged that suggests the atherogenic index of plasma (AIP), as determined by blood lipid levels, is a valuable predictor of the onset of cardiovascular diseases. The correlation between AIP and cardiovascular diseases may be facilitated by body mass index (BMI), as atherosclerosis is prevalent in overweight and obese populations. In order to assess the combined predictive value of the AIP and BMI in predicting outcomes associated with cardiovascular diseases, this study sought to determine if BMI mediates the relationship between the AIP and cardiovascular disease risk.

Participants in this study were those who were without cardiovascular diseases at baseline and were members of the China Health and Retirement Longitudinal Study (CHARLS). We performed adjusted regression analysis and mediation. AIP was calculated using the logarithm of the ratio of triglycerides (TG) to high-density lipoprotein cholesterol (HDL-C). The estimated body weight and height were used to calculate the BMI.

This study included 5468 participants. Cardiovascular diseases were highly linked with both BMI and AIP. In contrast to those with a lower AIP (median level) and BMI <24, those with an elevated AIP and increased BMI presented a higher risk for developing cardiovascular conditions (HR: 1.789; 95% CI: 1.491–2.147). Additionally, about 30.57% of the connection between AIP and cardiovascular diseases was strongly mediated by BMI.

Among Chinese adults in their middle and advanced years, the AIP and BMI jointly have been associated to a higher risk of cardiovascular diseases, and BMI could serve as a mediator in this connection.

## Full-text entities

- **Diseases:** overweight (MESH:D050177), Cardiovascular diseases (MESH:D002318), obese (MESH:D009765), atherogenic (MESH:D050197)
- **Chemicals:** TG (MESH:D014280), lipid (MESH:D008055)

## Full text

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## Figures

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## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12606225/full.md

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Source: https://tomesphere.com/paper/PMC12606225