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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

Authors :
Joonho Choi
Hyung-Jun Yoon
Jae Hong Park
Yukako Nakagami
Chika Kubota
Toshiya Inada
Takahiro A. Kato
Shu-Yu Yang
Sih-Ku Lin
Mian-Yoon Chong
Ajit Avasthi
Sandeep Grover
Roy Abraham Kallivayalil
Andi Jaylangkara Tanra
Kok Yoon Chee
Yu-Tao Xiang
Kang Sim
Afzal Javed
Chay Hoon Tan
Norman Sartorius
Shigenobu Kanba
Naotaka Shinfuku
Yong Chon Park
Seon-Cheol Park
Source :
Journal of Personalized Medicine, Journal of Personalized Medicine, Vol 12, Iss 33, p 33 (2022), Journal of Personalized Medicine; Volume 12; Issue 1; Pages: 33
Publication Year :
2021

Abstract

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.

Details

ISSN :
20754426
Volume :
12
Issue :
1
Database :
OpenAIRE
Journal :
Journal of personalized medicine
Accession number :
edsair.doi.dedup.....ff4b1c4f999961266fd55c5544295395