The association between high atherogenic index of plasma and impaired lung function: a population-based study
Liang Yang, Yuanzhou Wu, Ling Chen, Zizhao Li, Wenfei Zhu, Ziyan Zhang, Hui Li, Yang Huang, Qunqing Chen

TL;DR
High atherogenic index of plasma (AIP) is linked to worse lung function, especially in women, suggesting it could help assess lung health.
Contribution
This study reveals a novel sex-specific non-linear relationship between AIP and lung function in a large population.
Findings
Elevated AIP is independently associated with reduced FEV1 and FVC lung function metrics.
Females show a U-shaped non-linear decline in lung function at specific AIP thresholds.
Males exhibit a consistent negative correlation between AIP and lung function across all levels.
Abstract
Although AIP is a recognized cardiovascular risk marker, its association with pulmonary function and sex-specific differences remains unclear. This study investigated whether elevated AIP is independently associated with reduced lung function and examined potential sex-specific patterns. Data from 4,565 participants in the NHANES 2007–2012 dataset were analyzed using a cross-sectional design. AIP served as the exposure variable, with five lung function metrics (including FEV1, FVC, and FEV1/FVC ratio) as outcomes. Weighted multiple linear regression, threshold effect analysis, subgroup comparisons, and XGBoost modeling were performed to assess associations. Multivariable regression showed a significant negative association between AIP and FEV1 (β = −121.3 mL/unit, p < 0.001) and FVC (β = −147.1 mL/unit, p < 0.001), with no significant link to FEV1/FVC ratio. Subgroup analysis revealed…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsChronic Obstructive Pulmonary Disease (COPD) Research · Asthma and respiratory diseases · Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
