Evidence map›Paper›PMID 39834212›Full record

ArticleBiomolecules & biomedicine2025

Association between triglyceride-glucose (TyG) index and risk of depression in middle-aged and elderly Chinese adults: Evidence from a large national cohort study.

Zhang-Yang Xu, Hong Zheng, Zi-Jun Pan, Shou-Yi Hu, Yun-Xia Wang, Wen-Jun Su

Abstract read
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Article in Biomolecules & biomedicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Zhang-Yang XuDepartment of Stress Medicine, Faculty of Psychology, Second Military Medical University, Shanghai, China; Department of Nautical Psychology, Faculty of Psychology, Second Military Medical University, Shanghai, China.
Hong ZhengDepartment of Stress Medicine, Faculty of Psychology, Second Military Medical University, Shanghai, China.
Zi-Jun PanDepartment of Medical Psychology, Changzheng Hospital, Naval Medical University, Shanghai, China.
Shou-Yi HuDepartment of Endocrinology, Chinese PLA General Hospital, Medical School of Chinese PLA, Beijing, China.
Yun-Xia WangDepartment of Nautical Psychology, Faculty of Psychology, Second Military Medical University, Shanghai, China.
Wen-Jun SuDepartment of Stress Medicine, Faculty of Psychology, Second Military Medical University, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Insulin resistance (IR) has been proposed as a contributing factor to major depressive disorder (MDD), with previous studies reporting a positive correlation between triglyceride-glucose (TyG) a proxy indicator of IR and MDD. However, limited information is available regarding their longitudinal association. This study aimed to clarify the connection between TyG levels and depression risk, as well as explore its predictive potential. A total of 3021 participants without a prior history of depression were recruited from the China Health and Retirement Longitudinal Study and followed for seven years. Participants were categorized into tertiles based on their TyG levels. The cumulative hazard of depression was analyzed using Kaplan-Meier curves, while cox regression analyses and multivariable-adjusted restricted cubic spline (RCS) curves were employed to assess the relationship between TyG levels and depression risk. Stratified analyses across various subgroups were also conducted to confirm the robustness of the conclusions. Over the follow-up period, 1782 participants (58.9%) developed depression, with incidence rates of 30.2%, 34.0%, and 35.8% in tertiles 1, 2, and 3, respectively. After adjusting for confounding factors, each 1-unit increase in TyG was associated with a significantly higher risk of depression. RCS curve analysis revealed a compelling dose-response relationship between TyG levels and depression susceptibility. These findings indicate that elevated TyG levels are strongly associated with an increased risk of depression and could serve as a reliable biomarker for assessing depression risk. These insights provide valuable guidance for developing more effective strategies for the prevention and treatment of depressive disorders.

Indexed as

Blood GlucoseDepressionMajor Depressive DisorderTriglyceridesAgedChinaCohort StudiesEast Asian PeopleFemaleHumansInsulin ResistanceLongitudinal StudiesMaleMiddle AgedRisk FactorsBlood GlucoseTriglycerides

Identifiers

PMID39834212
PMCPMC12097402

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.