TY - JOUR
T1 - Network Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia
T2 - Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics
AU - Choi, Joonho
AU - Yoon, Hyung Jun
AU - Park, Jae Hong
AU - Nakagami, Yukako
AU - Kubota, Chika
AU - Inada, Toshiya
AU - Kato, Takahiro A.
AU - Yang, Shu Yu
AU - Lin, Sih Ku
AU - Chong, Mian Yoon
AU - Avasthi, Ajit
AU - Grover, Sandeep
AU - Kallivayalil, Roy Abraham
AU - Tanra, Andi Jaylangkara
AU - Chee, Kok Yoon
AU - Xiang, Yu Tao
AU - Sim, Kang
AU - Javed, Afzal
AU - Tan, Chay Hoon
AU - Sartorius, Norman
AU - Kanba, Shigenobu
AU - Shinfuku, Naotaka
AU - Park, Yong Chon
AU - Park, Seon Cheol
N1 - Funding Information:
Funding: This study was supported by a grant, the Schizophrenia Research Grant for Psychiatrists (2020), from the Korean Society for Schizophrenia Research.
Publisher Copyright:
© 2022 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2022/1
Y1 - 2022/1
N2 - 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.
AB - 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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U2 - 10.3390/jpm12010033
DO - 10.3390/jpm12010033
M3 - Article
AN - SCOPUS:85122734838
VL - 12
JO - Journal of Personalized Medicine
JF - Journal of Personalized Medicine
SN - 2075-4426
IS - 1
M1 - 33
ER -