ArticleFrontiers in psychiatry2024
Higher atherogenic index of plasma is associated with increased major depressive disorder: insights from a nationally representative study.
Article in Frontiers in psychiatry, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.
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Who cites it
5 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Association between atherogenic index of plasma and depression risk: a meta-analysis.Frontiers in psychiatry · 2025Pooled it
- Association between atherogenic index of plasma and depression in patients with type 2 diabetes mellitus: A cross-sectional study.Medicine · 2026Article
- Predictive Value of the Triglyceride-Glucose-Frailty Index for Depression and Cognitive Function in Perimenopausal Women: Insights from CHARLS.International journal of women's health · 2026Article
- Association of the atherogenic index of plasma with the risk of cardiovascular disease and death among diabetic or prediabetic adults.Endocrine · 2025Article
- Association between atherogenic index of plasma and physical dysfunction: a cross-sectional study of middle-aged and older adults in China.Frontiers in public health · 2025Article
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Authors and funding
7 authors.
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Abstract
Background: Emerging studies reveal a shared pathophysiological underpinning for metabolic problems and mental illnesses. The present study aimed to determine the association between atherogenic index of plasma (AIP) and the incidence of major depressive disorder (MDD). Methods: 7,951 subjects of US adults were collected from the National Health and Nutrition Examination Survey (NHANES) 2005-2018. MDD was evaluated through the Patient Health Questionnaire (PHQ-9). Multivariate logistic regression, sensitivity analysis, and spline smoothing plot method were used to identify the relationship between AIP and MDD. The cut-off point was calculated using recursive partitioning analysis when segmenting effects emerged. The area under the receiver operating characteristic (ROC) curve (AUC) and Hosmer-Lemeshow test were conducted to evaluate the performance of AIP in identifying MDD. Subgroup analyses and interaction tests were used to explore whether the association was stable in different populations. Results: A positive correlation between AIP and PHQ-9 score and MDD was both observed in 7,951 subjects included in the study, with a significant threshold of -0.42 determined using recursive partitioning analysis. In the fully adjusted model, a positive association between AIP and PHQ-9 score and MDD was observed (β=0.46, 95% CI 0.14~0.78; OR=1.42, 95% CI 1.04~1.93). Individuals in the highest AIP quartile had a 0.39-unit higher PHQ-9 score (β=0.39, 95% CI 0.12~0.66) and a significantly 33% greater risk of MDD than those in the lowest AIP quartile (OR=1.33, 95% CI 1.02~1.73). Spline smoothing plot analysis further confirmed the positive and non-linear association between AIP and PHQ-9 and MDD. ROC analysis (AUC=0.771) and the Hosmer-Lemeshow test (χ Conclusion: An elevated AIP is linked to a higher chance of MDD, especially in those with diabetes or hypertension. Resolving dyslipidemia and managing comorbidities may help reduce the likelihood of developing MDD.
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