Evidence map›Paper›PMID 41688994›Full record

ArticleBMC psychiatry2026

Associations of clustered unhealthy lifestyle behaviors with comorbidity of anxiety and depression among adolescents.

Wanyu Che, Ziyan Ruan, Shuman Tao, Meng Wang, Yuxuan Cao, Yaqian Niu, Yuming Chen, Tangjun Jiang, Tingting Li, Liwei Zou and 2 more

Abstract read
In one paragraph

Article in BMC psychiatry, 2026. 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Wanyu Che *Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui, 230032, China.
Ziyan Ruan *Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui, 230032, China.
Shuman TaoMOE Key Laboratory of Population Health Across Life Cycle, No 81 Meishan Road, Hefei, Anhui, 230032, China.
Meng WangDepartment of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui, 230032, China.
Yuxuan CaoDepartment of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui, 230032, China.
Yaqian NiuDepartment of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui, 230032, China.
Yuming ChenDepartment of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui, 230032, China.
Tangjun JiangDepartment of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui, 230032, China.
Tingting LiDepartment of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui, 230032, China.
Liwei ZouMOE Key Laboratory of Population Health Across Life Cycle, No 81 Meishan Road, Hefei, Anhui, 230032, China.
Fangbiao TaoDepartment of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui, 230032, China.
Xiaoyan WuDepartment of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No 81 Meishan Road, Hefei, Anhui, 230032, China. xywu@ahmu.edu.cn.

Funding

National Natural Science Foundation of China 82373592Scientific Research Level Improvement Plan from Anhui Medical University 2022xkjT004
6 · The paper itself

Abstract

backgroundA variety of unhealthy lifestyle behaviors (ULBs) in adolescence often exist in the form of “clustering”, and anxiety and depression often appear as comorbidities. We aimed to explore the prospective relationship between the clustered unhealthy lifestyle behaviors and comorbidity of anxiety and depression in adolescents.

methodsData were collected from the Chinese Adolescent Health Surveillance and Cohort Study with a sample of 6 656 adolescents. LCA was used to identify clustering patterns of multiple unhealthy lifestyle behaviors. Anxiety and depression symptoms were evaluated by GAD-7 and PHQ-9. Multivariate logistic regression model was established to analyze the association between the clustering patterns and clustering quantity of unhealthy lifestyle behaviors and the comorbidity of anxiety and depression symptoms.

resultsMultivariate logistic regression results showed that the sedentary/screen-time group (OR = 1.51, 95%CI: 1.19–1.90) and the Multiple unhealthy behaviors group (OR = 3.65, 95%CI: 2.90–4.61) significantly increased the risk of comorbidity of anxiety and depression symptoms. 4–6 (OR = 1.42, 95%CI: 1.14–1.80) and ≥ 7 (OR = 2.76, 95%CI: 2.18–3.52) unhealthy lifestyle behaviors clustering quantity significantly increased the risk of comorbidity of anxiety and depression symptoms.

conclusionClustered unhealthy lifestyle behaviors are common among adolescents and strongly associated with an increased risk of subsequent anxiety-depression comorbidity. These results emphasize the necessity of monitoring adolescents with high-risk behavioral profiles. Targeted lifestyle modifications may be effective strategies for the early prevention and intervention of comorbid mental health disorders in youth. CLINICAL TRIAL NUMBER: Not applicable. (This is a cohort observational study and does not involve a clinical trial requiring prospective registration.)

Indexed as

Adolescent BehaviorAnxietyAnxiety DisordersDepressionDepressive DisorderHealth BehaviorLife StyleAdolescentChinaCluster AnalysisComorbidityFemaleHumansMaleProspective StudiesSedentary BehaviorAdolescentsAnxietyComorbidityDepressionUnhealthy lifestyle behaviors

Identifiers

PMID41688994
PMCPMC13005372

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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.