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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 :
Choi J
Yoon HJ
Park JH
Nakagami Y
Kubota C
Inada T
Kato TA
Yang SY
Lin SK
Chong MY
Avasthi A
Grover S
Kallivayalil RA
Tanra AJ
Chee KY
Xiang YT
Sim K
Javed A
Tan CH
Sartorius N
Kanba S
Shinfuku N
Park YC
Park SC
Source :
Journal of personalized medicine [J Pers Med] 2022 Jan 03; Vol. 12 (1). Date of Electronic Publication: 2022 Jan 03.
Publication Year :
2022

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

Language :
English
ISSN :
2075-4426
Volume :
12
Issue :
1
Database :
MEDLINE
Journal :
Journal of personalized medicine
Publication Type :
Academic Journal
Accession number :
35055348
Full Text :
https://doi.org/10.3390/jpm12010033