Evidence map›Paper›PMID 41118020›Full record

ArticleDiscover mental health2025

Association between the triglyceride-glucose index and suicidal ideation among U.S. adults: a cross-sectional analysis of NHANES data.

Juexi Li, Yuxuan Guo, Xiaoqiang Xiao, Peiqi Tang, Ting Yang, Ting Pu, Haixi Zuo, Xiaoxia Fan, Liyuan Li, Bo Zhou

Abstract read
In one paragraph

Article in Discover mental health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Juexi LiSichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Yuxuan GuoSichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Xiaoqiang XiaoSichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Peiqi TangSichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Ting YangSichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Ting PuSichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Haixi ZuoSichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Xiaoxia FanSichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Liyuan LiSichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China. lly836043825@163.com.
Bo ZhouSichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, China. tonyac7721@163.com.

Funding

Health Commission of Sichuan Province Medical Science and Technology Program 24LCYJPT18Health Science Research Project of Sichuan Province ZH2024-203National Natural Science Foundation of China 82401812Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital 2023BH28Sichuan Provincial Science and Technology Support Program 2024NSFSC1572
6 · The paper itself

Abstract

backgroundRecent research highlights a growing link between metabolic dysregulation-particularly involving glucose and lipid metabolism-and suicidal ideation. Given the potential role that carbohydrate and fat metabolism play in suicidal ideation, it is essential to conduct a thorough examination of their joint effects. The triglyceride-glucose (TyG) index, an innovative indicator assessing insulin resistance and overall metabolic status, shows promise in predicting mental health issues related to metabolic disorders. The purpose of this study was to explore the relationship between Tyg index and suicidal ideation and its influencing factors.

methodsOur study analyzed data from the National Health and Nutrition Examination Survey, covering the period from 2009 to 2018. The TyG index was derived using the equation: Ln [fasting triglycerides (mg/dL) × fasting glucose (mg/dL) / 2]. The ninth item of the Patient Health Questionnaire-9 gauged ideations of suicide. Using modified multivariable logistic regression, the relationship between the TyG index and ideation of suicide was investigated in further detail. The nonlinearity was managed using smooth curve fitting, and the threshold effects of these nonlinear relationships were further investigated using a two-part linear regression model. Subgroup and interaction analyses were also performed to test the robustness of the results. Subgroup analyses were conducted by race, body mass index, and hypertensive status, while interaction terms were used to assess potential effect modification.

resultsAmong the 11,551 individuals in the study, 3.55% reported experiencing suicidal ideations. Significant differences (P < 0.05) were observed in the following domains: race, degree of education, body mass index, income, diabetes, elevated blood pressure, and depressive symptoms between the groups with and without suicidal ideation. A Strong nonlinear correlation was found between suicidal ideation and an elevated TyG index; a fully adjusted model revealed a 27% increased likelihood per unit increase. In the hypertensive group, a nonlinear relationship was noted, with a threshold effect at a TyG index of 8.75. Subgroup analysis and interaction tests revealed variations in this association, particularly by race and body mass index. There was a significant positive association in obese people, but not in other groups.

conclusionsThe study determined that an elevated TyG index may influence suicidal ideation, particularly underscoring the need for targeted interventions and routine metabolic and mental health screenings, especially in high-risk groups like obese and hypertensive individuals.

Indexed as

National Health and Nutrition Examination SurveySuicidal ideationTriglyceride-glucose Index

Identifiers

PMID41118020
PMCPMC12540954

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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.