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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
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  Data: Integrative metabolomics and machine learning identify biomarkers of adolescent social anxiety disorder.
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  Data: <searchLink fieldCode="AU" term="%22Lai+JY%22">Lai JY</searchLink>; Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, No. 600, South Wanping Road, Xuhui District, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Yang+BB%22">Yang BB</searchLink>; Shanghai Changning Mental Health Center, Affiliated Mental Health Center of East China Normal University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Ju+PJ%22">Ju PJ</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Sun+Y%22">Sun Y</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Sun+XJ%22">Sun XJ</searchLink>; Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Cheng+WH%22">Cheng WH</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Chen+JH%22">Chen JH</searchLink>; 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.
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  Data: <searchLink fieldCode="JN" term="%22101278599%22">World journal of pediatrics : WJP</searchLink> [World J Pediatr] 2026 Mar; Vol. 22 (3), pp. 349-361. <i>Date of Electronic Publication: </i>2025 Oct 22.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+International+Publ%22">Springer International Publ </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101278599 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1867-0687 (Electronic) <i>NLM ISO Abbreviation: </i>World J Pediatr <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s12519-025-00984-6
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      – Code: eng
        Text: English
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        StartPage: 349
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      – TitleFull: Integrative metabolomics and machine learning identify biomarkers of adolescent social anxiety disorder.
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              Text: 2026 Mar
              Type: published
              Y: 2026
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