Associations of adiposity, atherogenic lipid phenotypes, systemic immune-inflammatory indices, and vascular aging markers with depression in US adults: NHANES 2005-2020.
Adiposity, dyslipidemia, systemic immune-inflammatory activation, and vascular aging were independently associated with moderate-to-severe depression in US adults, with associations generally stronger in women than in men.
Key Findings
Results
Moderate-to-severe depression prevalence differed substantially by sex among the 17,011 NHANES participants studied.
Total sample included 17,011 participants from NHANES 2005-2020, with 8477 women and 8534 men.
Moderate-to-severe depression prevalence was 10.9% in women and 6.2% in men.
Depression was defined as a Patient Health Questionnaire-9 (PHQ-9) score ≥ 10.
Data spanned the NHANES cycles from 2005 to 2020.
Results
Higher BMI was significantly associated with greater odds of moderate-to-severe depression in fully adjusted models.
The association was identified using weighted logistic regression with full covariate adjustment.
Associations were generally stronger in women than in men.
BMI was examined as a measure of adiposity alongside other cardiometabolic markers.
The analysis controlled for sociodemographic and clinical factors.
Results
Multiple atherogenic lipid phenotypes were significantly associated with greater odds of depression, with sex differences observed.
Higher atherogenic index of plasma, triglyceride/HDL-C ratio, and Castelli indices were each significantly associated with greater odds of depression in fully adjusted models.
HDL-C showed an inverse association with depression specifically in women.
Associations for atherogenic lipid indices were generally stronger in women than in men.
Non-HDL-C was also examined among the atherogenic lipid profile markers.
Results
Multiple systemic immune-inflammatory indices were significantly associated with greater odds of moderate-to-severe depression.
Higher systemic immune-inflammation index (SII), neutrophil-to-lymphocyte ratio (NLR), and neutrophil-to-platelet ratio were each significantly associated with greater odds of depression in fully adjusted models.
Platelet-to-lymphocyte ratio and lymphocyte-to-monocyte ratio were also examined as immune-inflammatory indices.
Associations for inflammatory markers were generally stronger in women than in men.
These associations were independent of sociodemographic and clinical factors.
Results
Both vascular aging markers — estimated pulse wave velocity and urinary albumin-to-creatinine ratio — were significantly associated with greater odds of depression.
Higher estimated pulse wave velocity was significantly associated with greater odds of depression in fully adjusted models.
Higher urinary albumin-to-creatinine ratio was significantly associated with greater odds of depression in fully adjusted models.
These associations were independent of adiposity, lipid, and inflammatory markers.
These findings support the role of vascular aging pathways in depression pathogenesis.
Results
Predictive models incorporating cardiometabolic and inflammatory indices improved classification of moderate-to-severe depression beyond sociodemographic and clinical factors alone.
Area under the curve (AUC) increases ranged from 0.024 to 0.045 when these indices were added to base models.
All improvements in AUC were statistically significant (all P < .05).
Receiver operating characteristic analyses were used to assess predictive performance.
The improvement was demonstrated across models incorporating adiposity, lipid, inflammatory, and vascular aging markers.
Results
Sex was a significant moderator of the associations between cardiometabolic/inflammatory markers and depression, with stronger associations generally observed in women.
Associations between atherogenic lipid indices and depression were generally stronger in women than in men.
Associations between inflammatory markers and depression were generally stronger in women than in men.
HDL-C showed an inverse association with depression only in women, not men.
Overall depression prevalence was higher in women (10.9%) than men (6.2%).
An H, Zhang L, Li Y, Liu J, Zhu H, He L, et al.. (2026). Associations of adiposity, atherogenic lipid phenotypes, systemic immune-inflammatory indices, and vascular aging markers with depression in US adults: NHANES 2005-2020.. Medicine. https://doi.org/10.1097/MD.0000000000047657