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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

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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8779246/
https://www.ncbi.nlm.nih.gov/pubmed/35055348
http://dx.doi.org/10.3390/jpm12010033
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author 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
author_facet 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
author_sort Choi, Joonho
collection PubMed
description 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.
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spelling pubmed-87792462022-01-22 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 J Pers Med Article 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. MDPI 2022-01-03 /pmc/articles/PMC8779246/ /pubmed/35055348 http://dx.doi.org/10.3390/jpm12010033 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
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
Network Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia: Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics
title Network Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia: Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics
title_full Network Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia: Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics
title_fullStr Network Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia: Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics
title_full_unstemmed Network Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia: Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics
title_short Network Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia: Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics
title_sort network analysis-based disentanglement of the symptom heterogeneity in asian patients with schizophrenia: findings from the research on asian psychotropic prescription patterns for antipsychotics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8779246/
https://www.ncbi.nlm.nih.gov/pubmed/35055348
http://dx.doi.org/10.3390/jpm12010033
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