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Article

Abdominal Obesity Indices as Predictors of Psychiatric Morbidity in a Large-Scale Taiwanese Cohort

1
Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
2
Department of Psychiatry, Kaohsiung Medical University Gangshan Hospital, Kaohsiung Medical University, Kaohsiung 807378, Taiwan
3
Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan
4
Department of Urology, Kaohsiung Municipal Siaogang Hospital, Kaohsiung 812, Taiwan
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Department of Urology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80756, Taiwan
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Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80756, Taiwan
7
Research Center for Environmental Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
8
Graduate Institute of Natural Products, College of Pharmacy, Kaohsiung Medical University, Kaohsiung 80756, Taiwan
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Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung 80708, Taiwan
10
Department of Pharmacology, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
11
Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung 80756, Taiwan
12
Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
13
Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
*
Authors to whom correspondence should be addressed.
Nutrients 2026, 18(1), 13; https://doi.org/10.3390/nu18010013
Submission received: 17 November 2025 / Revised: 16 December 2025 / Accepted: 17 December 2025 / Published: 19 December 2025
(This article belongs to the Section Nutrition and Obesity)

Abstract

Background/Objectives: Obesity has been linked to a number of diseases, including depression and anxiety. In addition to the commonly used body mass index (BMI) and waist circumference, many obesity-related indices have been proposed. We aimed to investigate the associations between 10 obesity-related indices and psychiatric morbidity in a large cohort of 121,601 Taiwanese participants. Methods: This cross-sectional study analyzed data from 121,601 adults aged 30–70 years enrolled in the Taiwan Biobank between 2012 and 2023. The mean age of the participants was 50 years, and the 10 obesity-related indices were BMI, waist circumference, waist-to-height ratio, waist-to-hip ratio, abdominal volume index, body roundness index, lipid accumulation product, visceral adiposity index, conicity index and triglyceride glucose index. Psychiatric morbidity, defined as the presence of depressive or anxiety symptoms, was identified using self-reported, physician-diagnosed depression, Patient Health Questionnaire 2-item (PHQ-2) score ≥ 3, or Generalized Anxiety Disorder 2-item (GAD-2) score ≥ 3. Multivariable logistic regression models were used to assess associations between each obesity-related index and psychiatric morbidity. Results: Psychiatric morbidity was observed in 5414 (5%), 1375 (3.0%) and 4039 (5%) individuals in the whole cohort, male participants and female participants, respectively. After adjusting for variables, all of the obesity-related indices were significantly associated with psychiatric morbidity, except for BMI in the male subjects. There were no significant interactions between sex and these 10 obesity-related indices. Conclusions: We found significant associations between multiple obesity-related indices and psychiatric morbidity; as these indices are simple and routinely collected, they may help identify individuals at higher psychological risk in population settings. Further research is warranted to clarify underlying mechanisms and their potential utility in screening or prevention.
Keywords: abdominal obesity; psychiatric symptoms; obesity-related indices; depression; anxiety; population-based study abdominal obesity; psychiatric symptoms; obesity-related indices; depression; anxiety; population-based study

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MDPI and ACS Style

Lee, J.-I.; Geng, J.-H.; Lo, Y.-C.; Chen, S.-C.; Fang, Y.-Y.; Chen, C.-S. Abdominal Obesity Indices as Predictors of Psychiatric Morbidity in a Large-Scale Taiwanese Cohort. Nutrients 2026, 18, 13. https://doi.org/10.3390/nu18010013

AMA Style

Lee J-I, Geng J-H, Lo Y-C, Chen S-C, Fang Y-Y, Chen C-S. Abdominal Obesity Indices as Predictors of Psychiatric Morbidity in a Large-Scale Taiwanese Cohort. Nutrients. 2026; 18(1):13. https://doi.org/10.3390/nu18010013

Chicago/Turabian Style

Lee, Jia-In, Jiun-Hung Geng, Yi-Ching Lo, Szu-Chia Chen, Yi-Ya Fang, and Cheng-Sheng Chen. 2026. "Abdominal Obesity Indices as Predictors of Psychiatric Morbidity in a Large-Scale Taiwanese Cohort" Nutrients 18, no. 1: 13. https://doi.org/10.3390/nu18010013

APA Style

Lee, J.-I., Geng, J.-H., Lo, Y.-C., Chen, S.-C., Fang, Y.-Y., & Chen, C.-S. (2026). Abdominal Obesity Indices as Predictors of Psychiatric Morbidity in a Large-Scale Taiwanese Cohort. Nutrients, 18(1), 13. https://doi.org/10.3390/nu18010013

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