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Network Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia: Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics.
Choi, Joonho; Yoon, Hyung-Jun; Park, Jae Hong; Nakagami, Yukako; Kubota, Chika; Inada, Toshiya; Kato, Takahiro A; Yang, Shu-Yu; Lin, Sih-Ku; Chong, Mian-Yoon; Avasthi, Ajit; Grover, Sandeep; Kallivayalil, Roy Abraham; Tanra, Andi Jaylangkara; Chee, Kok Yoon; Xiang, Yu-Tao; Sim, Kang; Javed, Afzal; Tan, Chay Hoon; Sartorius, Norman; Kanba, Shigenobu; Shinfuku, Naotaka; Park, Yong Chon; Park, Seon-Cheol.
Affiliation
  • Choi J; Department of Psychiatry, Hanyang University College of Medicine, Seoul 04763, Korea.
  • Yoon HJ; Department of Psychiatry, Hanyang University Guri Hospital, Guri 11923, Korea.
  • Park JH; Department of Psychiatry, College of Medicine, Chosun University, Gwangju 61452, Korea.
  • Nakagami Y; Department of Psychiatry, College of Medicine, Dong-A University, Busan 47392, Korea.
  • Kubota C; Department of Psychiatry, Kyoto University Graduate School of Medicine, Kyoto 606-8501, Japan.
  • Inada T; Department of Psychiatry, National Center of Neurology and Psychiatry, Tokyo 187-8551, Japan.
  • Kato TA; Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan.
  • Yang SY; Department of Neuropsychiatry, Graduate School of Medical Sciences, Kyushu University, Fukuoka 819-0395, Japan.
  • Lin SK; Department of Pharmacy, Taipei City Hospital, Fu Jen University, Taipei 24205, Taiwan.
  • Chong MY; School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei 242062, Taiwan.
  • Avasthi A; Department of Psychiatry, Linkou Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan.
  • Grover S; Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung & Chang Gung University School of Medicine, Taoyuan 83301, Taiwan.
  • Kallivayalil RA; Department of Psychiatry, Post Graduate Institute of Medical Education and Research, Chandigarh 160012, India.
  • Tanra AJ; Department of Psychiatry, Post Graduate Institute of Medical Education and Research, Chandigarh 160012, India.
  • Chee KY; Department of Psychiatry, Pushpagiri Institute of Medical Sciences, Tiruvalla 689101, India.
  • Xiang YT; Department of Psychiatry, Faculty of Medicine, Hasanuddin University, Makassar 90245, Indonesia.
  • Sim K; Tunku Abdul Rahman Institute of Neuroscience, Kuala Lumpur Hospital, Kuala Lumpur 50586, Malaysia.
  • Javed A; Unit of Psychiatry, Department of Public Health and Medicinal Administration, Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao SAR 820006, China.
  • Tan CH; Institute of Mental Health, Buangkok Green Medical Park, Singapore 539747, Singapore.
  • Sartorius N; Pakistan Psychiatric Research Centre, Fontain House, Lahore 1317, Pakistan.
  • Kanba S; Department of Pharmacology, National University of Singapore, Singapore 119244, Singapore.
  • Shinfuku N; Association for the Improvement of Mental Health Programmes, 1211 Geneva, Switzerland.
  • Park YC; Department of Neuropsychiatry, Graduate School of Medical Sciences, Kyushu University, Fukuoka 819-0395, Japan.
  • Park SC; Department of Social Welfare, School of Human Sciences, Seinan Gakuin University, Fukuoka 814-8511, Japan.
J Pers Med ; 12(1)2022 Jan 03.
Article in En | MEDLINE | ID: mdl-35055348
The symptom heterogeneity of schizophrenia is consistent with Wittgenstein's analogy of a language game. From the perspective of precision medicine, this study aimed to estimate the symptom presentation and identify the psychonectome in Asian patients, using data obtained from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics. We constructed a network structure of the Brief Psychiatric Rating Scale (BPRS) items in 1438 Asian patients with schizophrenia. Furthermore, all the BPRS items were considered to be an ordered categorical variable ranging in value from 1-7. Motor retardation was situated most centrally within the BPRS network structure, followed by depressive mood and unusual thought content. Contrastingly, hallucinatory behavior was situated least centrally within the network structure. Using a community detection algorithm, the BPRS items were organized into positive, negative, and general symptom clusters. Overall, DSM symptoms were not more central than non-DSM symptoms within the symptom network of Asian patients with schizophrenia. Thus, motor retardation, which results from the unmet needs associated with current antipsychotic medications for schizophrenia, may be a tailored treatment target for Asian patients with schizophrenia. Based on these findings, targeting non-dopamine systems (glutamate, γ-aminobutyric acid) may represent an effective strategy with respect to precision medicine for psychosis.
Key words

Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Diagnostic_studies / Prognostic_studies Language: En Journal: J Pers Med Year: 2022 Document type: Article Country of publication:

Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Diagnostic_studies / Prognostic_studies Language: En Journal: J Pers Med Year: 2022 Document type: Article Country of publication: