# Association Between Triglyceride‐Glucose‐Body Mass Index and Depression in Elderly Diabetic Individuals: A Population‐Based Study

**Authors:** Hong Qian, Shanglin Song, Zhengyu Zhang, Yuan Yuan, Dean Wu

PMC · DOI: 10.1155/ije/3433631 · 2026-02-10

## TL;DR

This study finds that higher triglyceride-glucose-body mass index is linked to increased depression risk in elderly people with diabetes.

## Contribution

The study is the first to show a dose-response relationship between TyG-BMI and depression in elderly diabetic individuals.

## Key findings

- Participants in the highest TyG-BMI quartile had 2.97 times higher depression risk than the lowest quartile.
- A linear positive relationship between TyG-BMI and depression risk was observed.
- No significant interactions were found in subgroup analyses by gender or education level.

## Abstract

Although the association between insulin resistance (IR) and depression has been extensively studied, the relationship between triglyceride‐glucose‐body mass index (TyG‐BMI) and depressive symptoms in elderly patients with diabetes remains unclear. This study aimed to investigate the association between TyG‐BMI and depression risk in older adults with diabetes using data from the National Health and Nutrition Examination Survey (NHANES).

This retrospective cross‐sectional study included a total of 2584 participants aged ≥ s65 years with diabetes from NHANES (2005–2018). Depression was assessed using the Patient Health Questionnaire‐9 (PHQ‐9), with a score ≥ 10 defining clinically significant depression. Multivariable logistic regression and restricted cubic spline models were employed to analyze the TyG‐BMI–depression association, adjusting for sociodemographic, lifestyle, and disease‐related covariates. In addition, subgroup analyses were also conducted.

Participants in the highest TyG‐BMI quartile (Q4: > 314.04) exhibited a significantly higher risk of depression compared to the lowest quartile (Q1: < 232.44), with an adjusted odds ratio (OR) of 2.972 (95% CI: 1.264–6.988). A dose‐response analysis revealed a linear positive relationship between TyG‐BMI and depression risk (p for nonlinearity = 0.066). Subgroup analyses showed no significant interactions by gender, education level, or other stratification factors (all p > 0.05).

Elevated TyG‐BMI is independently associated with increased depression risk in elderly diabetic patients, highlighting its potential as a biomarker for metabolic‐psychiatric comorbidity. Further studies are warranted to validate TyG‐BMI’s utility in early depression screening and intervention strategies.

## Linked entities

- **Diseases:** diabetes (MONDO:0005015), depression (MONDO:0002050)

## Full-text entities

- **Diseases:** Depression (MESH:D003866), IR (MESH:D007333), Diabetic (MESH:D003920), psychiatric (MESH:D001523)
- **Chemicals:** Triglyceride (MESH:D014280), TyG (-), Glucose (MESH:D005947)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12891436/full.md

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Source: https://tomesphere.com/paper/PMC12891436