TY - JOUR
T1 - Network analysis of psychiatric symptoms in schizophrenia
T2 - Findings from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics (REAP-AP)
AU - Li, Wen
AU - Zhang, Qinge
AU - Tang, Yilang
AU - Park, Seon Cheol
AU - Park, Yongchon
AU - Yang, Shu Yu
AU - Chen, Lian Yu
AU - Lin, Shih Ku
AU - Najoan, Eunice
AU - Kallivayalil, Roy Abraham
AU - Viboonma, Kittisak
AU - Jamaluddin, Ruzita
AU - Javed, Afzal
AU - Thi Quynh Hoa, Duong
AU - Iida, Hitoshi
AU - Sim, Kang
AU - Swe, Thiha
AU - He, Yan Ling
AU - Ahmed, Helal Uddin
AU - De Alwis, Angelo
AU - Chiu, Helen F.K.
AU - Sartorius, Norman
AU - Tan, Chay Hoon
AU - Chong, Mian Yoon
AU - Shinfuku, Naotaka
AU - Avasthi, Ajit
AU - Grover, Sandeep
AU - Ungvari, Gabor S.
AU - Ng, Chee H.
AU - Xiang, Yu Tao
N1 - Funding Information:
The study was supported by the Beijing Municipal Science & Technology Commission (Grant No.: Z181100001718124 ), Beijing Talents Foundation (Grant No.: 2017000021469G222 ), and the University of Macau ( MYRG2019-00066-FHS ).
Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2022/9
Y1 - 2022/9
N2 - Aims: Schizophrenia is a major mental disorder with a wide range of psychiatric symptoms. This study explored the structure of psychiatric symptoms of schizophrenia using network analysis in a large representative Asian sample based on a survey of clinical features and treatment used in schizophrenia patients across 15 countries/territories in Asia. Methods: Data on the demographic characteristics and psychiatric symptoms in schizophrenia patients were extracted from the dataset of the fourth Research on Asia Psychotropic Prescription for Antipsychotics (REAP-AP) project. The presence of the following psychiatric symptoms including delusions, hallucinations, disorganized speech, grossly disorganized or catatonic behavior, negative symptoms, social/occupational dysfunction, verbal aggression, physical aggression, and affective symptoms were analyzed. Results: A total of 3681 patients were included. The network analysis revealed that verbal aggression, hallucinations, and social/occupational dysfunction were the most central symptoms, while the connections between social/occupational dysfunction and verbal aggression, and between hallucinations and disorganized speech were the two strongest edges. There were significant gender differences in the network structure based on the network structure invariance test (M=0.74, P = 0.03) and invariant edge strength test. The positive correlation between verbal aggression and hallucinations was significantly stronger in the female network than that in the male network (P = 0.03), while a negative correlation between affective symptoms and negative symptoms was found in the female, but not the male network (P < 0.01). Conclusion: Central symptoms including verbal aggression, hallucinations, and socio-occupational dysfunction should be addressed in developing targeted treatment strategy for schizophrenia patients.
AB - Aims: Schizophrenia is a major mental disorder with a wide range of psychiatric symptoms. This study explored the structure of psychiatric symptoms of schizophrenia using network analysis in a large representative Asian sample based on a survey of clinical features and treatment used in schizophrenia patients across 15 countries/territories in Asia. Methods: Data on the demographic characteristics and psychiatric symptoms in schizophrenia patients were extracted from the dataset of the fourth Research on Asia Psychotropic Prescription for Antipsychotics (REAP-AP) project. The presence of the following psychiatric symptoms including delusions, hallucinations, disorganized speech, grossly disorganized or catatonic behavior, negative symptoms, social/occupational dysfunction, verbal aggression, physical aggression, and affective symptoms were analyzed. Results: A total of 3681 patients were included. The network analysis revealed that verbal aggression, hallucinations, and social/occupational dysfunction were the most central symptoms, while the connections between social/occupational dysfunction and verbal aggression, and between hallucinations and disorganized speech were the two strongest edges. There were significant gender differences in the network structure based on the network structure invariance test (M=0.74, P = 0.03) and invariant edge strength test. The positive correlation between verbal aggression and hallucinations was significantly stronger in the female network than that in the male network (P = 0.03), while a negative correlation between affective symptoms and negative symptoms was found in the female, but not the male network (P < 0.01). Conclusion: Central symptoms including verbal aggression, hallucinations, and socio-occupational dysfunction should be addressed in developing targeted treatment strategy for schizophrenia patients.
KW - Network analysis
KW - Psychiatric symptoms
KW - Schizophrenia
UR - http://www.scopus.com/inward/record.url?scp=85134595349&partnerID=8YFLogxK
U2 - 10.1016/j.ajp.2022.103200
DO - 10.1016/j.ajp.2022.103200
M3 - Article
C2 - 35850062
AN - SCOPUS:85134595349
SN - 1876-2018
VL - 75
JO - Asian Journal of Psychiatry
JF - Asian Journal of Psychiatry
M1 - 103200
ER -