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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-8779246 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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