Integrative metabolomics and machine learning identify biomarkers of adolescent social anxiety disorder.

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Title: Integrative metabolomics and machine learning identify biomarkers of adolescent social anxiety disorder.
Authors: Lai JY; Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600, South Wanping Road, Xuhui District, Shanghai, China., Yang BB; Shanghai Changning Mental Health Center, Affiliated Mental Health Center of East China Normal University, Shanghai, China., Ju PJ; Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600, South Wanping Road, Xuhui District, Shanghai, China.; Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Shanghai, China., Sun Y; Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600, South Wanping Road, Xuhui District, Shanghai, China.; Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Shanghai, China., Sun XJ; Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Shanghai, China., Cheng WH; Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600, South Wanping Road, Xuhui District, Shanghai, China. chengwhb@aliyun.com.; Department of Child and Adolescent Psychiatry, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China. chengwhb@aliyun.com., Chen JH; Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600, South Wanping Road, Xuhui District, Shanghai, China. chenjh@smhc.org.cn.; Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Shanghai, China. chenjh@smhc.org.cn.
Source: World journal of pediatrics : WJP [World J Pediatr] 2026 Mar; Vol. 22 (3), pp. 349-361. Date of Electronic Publication: 2025 Oct 22.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Springer International Publ Country of Publication: Switzerland NLM ID: 101278599 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1867-0687 (Electronic) NLM ISO Abbreviation: World J Pediatr Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1867-0687
DOI:10.1007/s12519-025-00984-6