AIP and the risk of HUA demonstrated an inverted L-shaped positive association in the adult US population, with the association stronger in females than in males.
Key Findings
Results
After adjusting for all covariates, AIP showed a statistically significant positive correlation with the odds of hyperuricemia.
OR = 3.22, 95% CI [2.54, 4.10], P < 0.001
AIP was calculated as log10 (triglycerides/high-density lipoprotein cholesterol)
Analysis used multivariate logistic regression with adjustment for all covariates
Study included 7,057 participants from NHANES 2011-2018
Results
Participants in the highest AIP quartile (Q4) had a significantly higher risk of hyperuricemia compared to those in the lowest quartile (Q1).
Q4 vs Q1: OR = 2.76, 95% CI [2.20, 3.45], P < 0.001
This represents a 1.76-fold higher risk of HUA for participants in the highest AIP quartile compared to the reference quartile
Quartile-based analysis was used to assess dose-response across AIP categories
Results
A nonlinear inverted L-shaped association was found between AIP and the risk of hyperuricemia.
The inflection point of the inverted L-shaped association was at AIP = 0.34
Generalized additive models and smoothing fitting curves were used to characterize the nonlinear relationship
The association was positive throughout but with a changing slope at the inflection point
Results
Gender had a significant interaction with AIP in relation to hyperuricemia risk, with females showing a stronger association than males.
Subgroup analysis revealed a statistically significant interaction between gender and AIP
Females demonstrated a stronger association between AIP and HUA risk compared to males
Stratified analyses confirmed the positive correlation between AIP and HUA risk was significant and consistent regardless of gender and BMI category
Interaction tests were employed to assess effect modification by gender
Methods
The study population consisted of 7,057 American adults aged over 20 years drawn from a nationally representative database.
Data were obtained from the National Health and Nutrition Examination Survey (NHANES) spanning 2011-2018
Hyperuricemia was defined by serum uric acid (SUA) levels
Multivariate logistic regression, generalized additive models, smoothing fitting curves, subgroup analyses, and interaction tests were employed
This was a cross-sectional study design
Results
The positive correlation between AIP and hyperuricemia risk was consistent across subgroups defined by gender and BMI category.
Stratified analyses confirmed significance regardless of gender and body mass index (BMI) category
The consistency of the association across subgroups supports the robustness of the primary finding
Despite consistency across subgroups, gender modified the magnitude of the association
She C, Shi L, Li Y, Qin L, Fang N, Shi K, et al.. (2026). The relationship between the atherogenic index of plasma and hyperuricemia in American adults aged over 20 years: A cross-sectional study.. PloS one. https://doi.org/10.1371/journal.pone.0344977