Residential College | false |
Status | 已發表Published |
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, Joonho1,2; Yoon, Hyung Jun3; Park, Jae Hong4; Nakagami, Yukako5; Kubota, Chika6; Inada, Toshiya7; Kato, Takahiro A.8; Yang, Shu Yu9,10; Lin, Sih Ku11; Chong, Mian Yoon12; Avasthi, Ajit13; Grover, Sandeep13; Kallivayalil, Roy Abraham14; Tanra, Andi Jaylangkara15; Chee, Kok Yoon16; Xiang, Yu Tao17; Sim, Kang18; Javed, Afzal19; Tan, Chay Hoon20; Sartorius, Norman21; Kanba, Shigenobu8; Shinfuku, Naotaka22; Park, Yong Chon1; Park, Seon Cheol1,2 | |
2022-01 | |
Source Publication | Journal of Personalized Medicine |
ISSN | 2075-4426 |
Volume | 12Issue:1 |
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. |
Keyword | Brief Psychiatric Rating Scale Heterogeneity Motor Retardation Network Analysis Precision Medicine Schizophrenia |
DOI | 10.3390/jpm12010033 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Health Care Sciences & Services ; General & Internal Medicine |
WOS Subject | Health Care Sciences & Services ; Medicine, General & Internal |
WOS ID | WOS:000758429800001 |
Scopus ID | 2-s2.0-85122734838 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Health Sciences Institute of Translational Medicine DEPARTMENT OF PUBLIC HEALTH AND MEDICINAL ADMINISTRATION |
Corresponding Author | Park, Seon Cheol |
Affiliation | 1.Department of Psychiatry, Hanyang University College of Medicine, Seoul, 04763, South Korea 2.Department of Psychiatry, Hanyang University Guri Hospital, Guri, 11923, South Korea 3.Department of Psychiatry, College of Medicine, Chosun University, Gwangju, 61452, South Korea 4.Department of Psychiatry, College of Medicine, Dong-A University, Busan, 47392, South Korea 5.Department of Psychiatry, Kyoto University Graduate School of Medicine, Kyoto, 606-8501, Japan 6.Department of Psychiatry, National Center of Neurology and Psychiatry, Tokyo, 187-8551, Japan 7.Department of Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, 466-8550, Japan 8.Department of Neuropsychiatry, Graduate School of Medical Sciences, Kyushu University, Fukuoka, 819-0395, Japan 9.Department of Pharmacy, Taipei City Hospital, Fu Jen University, Taipei, 24205, Taiwan 10.School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei, 242062, Taiwan 11.Department of Psychiatry, Linkou Chang Gung Memorial Hospital, Taoyuan, 33305, Taiwan 12.Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung & Chang Gung University School of Medicine, Taoyuan, 83301, Taiwan 13.Department of Psychiatry, Post Graduate Institute of Medical Education and Research, Chandigarh, 160012, India 14.Department of Psychiatry, Pushpagiri Institute of Medical Sciences, Tiruvalla, 689101, India 15.Department of Psychiatry, Faculty of Medicine, Hasanuddin University, Makassar, 90245, Indonesia 16.Tunku Abdul Rahman Institute of Neuroscience, Kuala Lumpur Hospital, Kuala Lumpur, 50586, Malaysia 17.Unit of Psychiatry, Department of Public Health and Medicinal Administration, Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, 820006, Macao 18.Institute of Mental Health, Buangkok Green Medical Park, Singapore, 539747, Singapore 19.Pakistan Psychiatric Research Centre, Fontain House, Lahore, 1317, Pakistan 20.Department of Pharmacology, National University of Singapore, Singapore, 119244, Singapore 21.Association for the Improvement of Mental Health Programmes, Geneva, 1211, Switzerland 22.Department of Social Welfare, School of Human Sciences, Seinan Gakuin University, Fukuoka, 814-8511, Japan |
Recommended Citation GB/T 7714 | Choi, Joonho,Yoon, Hyung Jun,Park, Jae Hong,et al. Network Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia: Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics[J]. Journal of Personalized Medicine, 2022, 12(1). |
APA | 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., ...& Park, Seon Cheol (2022). Network Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia: Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics. Journal of Personalized Medicine, 12(1). |
MLA | Choi, Joonho,et al."Network Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia: Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics".Journal of Personalized Medicine 12.1(2022). |
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