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Chen L, Huai C, Song C, Wu S, Xu Y, Yi Z, Tang J, Fan L, Wu X, Ge Z, Liu C, Jiang D, Weng S, Wang G, Zhang X, Zhao X, Shen L, Zhang N, Wu H, Wang Y, Guo Z, Zhang S, Jiang B, Zhou W, Ma J, Li M, Chu Y, Zhou C, Lv Q, Xu Q, Zhu W, Zhang Y, Lian W, Liu S, Li X, Gao S, Liu A, He L, Yang Z, Dai B, Ye J, Lin R, Lu Y, Yan Q, Hu Y, Xing Q, Huang H, Qin S. Refining antipsychotic treatment strategies in schizophrenia: discovery of genetic biomarkers for enhanced drug response prediction. Mol Psychiatry 2024:10.1038/s41380-024-02841-w. [PMID: 39562719 DOI: 10.1038/s41380-024-02841-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 11/06/2024] [Accepted: 11/11/2024] [Indexed: 11/21/2024]
Abstract
Schizophrenia (SCZ) is a severe mental disorder affecting around 1% of individuals worldwide. The variability in response to antipsychotic drugs (APDs) among SCZ patients presents a significant challenge for clinicians in determining the most effective medication. In this study, we investigated the biological markers and established a predictive model for APD response based on a large-scale genome-wide association study using 3269 Chinese schizophrenia patients. Each participant underwent an 8-week treatment regimen with one of five mono-APDs: olanzapine, risperidone, aripiprazole, quetiapine, or amisulpride. By dividing the response into ordinal groups of "high", "medium", and "low", we mitigated the bias of unclear treatment outcome and identified three novel significantly associated genetic loci in or near CDH12, WDR11, and ELAVL2. Additionally, we developed predictive models of response to each specific APDs, with accuracies ranging from 79.5% to 98.0%. In sum, we established an effective method to predict schizophrenia patients' response to APDs across three categories, integrating novel biomarkers to guide personalized medicine strategies.
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Affiliation(s)
- Luan Chen
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
| | - Cong Huai
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
| | - Chuanfu Song
- The Fourth People's Hospital of Wuhu, Wuhu, China
| | - Shaochang Wu
- The Second People's Hospital of Lishui, Lishui, China
| | - Yong Xu
- Shanxi Key Laboratory of Artificial Intelligence Assisted Diagnosis and Treatment for Mental Disorder, First Hospital of Shanxi Medical University, Taiyuan, China
- Department of Clinical Psychology, The Eighth Affiliated Hospital, Sun Yat-Sen University, Shenzhen City, Guangdong Province, China
| | - Zhenghui Yi
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jinsong Tang
- Department of Psychiatry, Sir Run-Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Lingzi Fan
- The Affiliated Encephalopathy Hospital of Zhengzhou University, Zhumadian Second People's Hospital, Zhumadian, China
| | - Xuming Wu
- Jiangsu Nantong Fourth People's Hospital, Nantong, Jiangsu Province, China
| | - Zhenhua Ge
- Jiangsu Nantong Fourth People's Hospital, Nantong, Jiangsu Province, China
| | - Chuanxin Liu
- Department of Psychiatry, Jining Medical University School of Mental Health, Jining, China
| | - Deguo Jiang
- Wenzhou Seventh People's Hospital, Wenzhou, China
| | - Saizheng Weng
- Fuzhou Neuro-psychiatric Hospital Affiliated to Fujian Medical University, Fuzhou, China
| | - Guoqiang Wang
- Wuxi Mental Health Center Affiliated to Nanjing Medical University, Wuxi, China
| | | | - Xudong Zhao
- Shanghai Pudong New Area Mental Health Center, Tongji University School of Medicine, Shanghai, China
| | - Lu Shen
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
- Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Na Zhang
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
- Shanghai Jiao Tong University Sichuan Research Institute (SJTUSRI), Chengdu, Sichuan Province, China
| | - Hao Wu
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
| | - Yongzhi Wang
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
| | - Zhenglin Guo
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Suli Zhang
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
| | - Bixuan Jiang
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
| | - Wei Zhou
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
- Ministry of Education-Shanghai Key Laboratory of Children's Environmental Health & Department of Developmental and Behavioural Paediatric & Child Primary Care, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jingsong Ma
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
| | - Mo Li
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
| | - Yunpeng Chu
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
| | - Chenxi Zhou
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
| | - Qinyu Lv
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qingqing Xu
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wenli Zhu
- The Fourth People's Hospital of Wuhu, Wuhu, China
| | - Yan Zhang
- The Second People's Hospital of Lishui, Lishui, China
| | - Weibin Lian
- The Second People's Hospital of Lishui, Lishui, China
| | - Sha Liu
- Shanxi Key Laboratory of Artificial Intelligence Assisted Diagnosis and Treatment for Mental Disorder, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Xinrong Li
- Shanxi Key Laboratory of Artificial Intelligence Assisted Diagnosis and Treatment for Mental Disorder, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Songyin Gao
- The Affiliated Encephalopathy Hospital of Zhengzhou University, Zhumadian Second People's Hospital, Zhumadian, China
| | - Aihong Liu
- The Affiliated Encephalopathy Hospital of Zhengzhou University, Zhumadian Second People's Hospital, Zhumadian, China
| | - Lei He
- The Affiliated Encephalopathy Hospital of Zhengzhou University, Zhumadian Second People's Hospital, Zhumadian, China
| | - Zhenzhen Yang
- Department of Psychiatry, Jining Medical University School of Mental Health, Jining, China
| | - Bojian Dai
- Wenzhou Seventh People's Hospital, Wenzhou, China
| | - Jiaen Ye
- Wenzhou Seventh People's Hospital, Wenzhou, China
| | - Ruiqian Lin
- Fuzhou Neuro-psychiatric Hospital Affiliated to Fujian Medical University, Fuzhou, China
| | - Yana Lu
- Wuxi Mental Health Center Affiliated to Nanjing Medical University, Wuxi, China
| | - Qi Yan
- Jiangsu Nantong Fourth People's Hospital, Nantong, Jiangsu Province, China
| | - Yalan Hu
- Jiangsu Nantong Fourth People's Hospital, Nantong, Jiangsu Province, China
| | - Qinghe Xing
- Children's Hospital of Fudan University and Institutes of Biomedical Sciences of Fudan University, Shanghai, China
| | - Hailiang Huang
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA.
- Department of Medicine, Harvard Medical School, Boston, MA, USA.
| | - Shengying Qin
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China.
- Shanghai Jiao Tong University Sichuan Research Institute (SJTUSRI), Chengdu, Sichuan Province, China.
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Tseligkaridou G, Egger ST, Spiller TR, Schneller L, Frauenfelder F, Vetter S, Seifritz E, Burrer A. Relationship between antipsychotic medication and aggressive events in patients with a psychotic disorder hospitalized for treatment. BMC Psychiatry 2023; 23:205. [PMID: 36978013 PMCID: PMC10052831 DOI: 10.1186/s12888-023-04692-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 03/17/2023] [Indexed: 03/30/2023] Open
Abstract
BACKGROUND Disruptive and aggressive behavior is frequent in patients with a psychotic disorder; furthermore, it is a recurrent reason for compulsory admission. Even during treatment, many patients continue to show aggressive behavior. Antipsychotic medication is posed to have anti-aggressive properties; its prescription is a common strategy for the treatment (and prevention) of violent behavior. The present study aims to investigate the relation between the antipsychotic class, according to the dopamine D2-Receptor binding affinity (i.e., "loose" - "tight binding"), and aggressive events perpetrated by hospitalized patients with a psychotic disorder. METHODS We conducted a four-year retrospective analysis of legally liable aggressive incidents perpetrated by patients during hospitalization. We extracted patients' basic demographic and clinical data from electronic health records. We used the Staff Observation Aggression Scale (SOAS-R) to grade the severity of an event. Differences between patients with a "loose" or "tight-binding" antipsychotic were analyzed. RESULTS In the observation period, there were 17,901 direct admissions; and 61 severe aggressive events (an incidence of 0.85 for every 1,000 admissions year). Patients with a psychotic disorder perpetrated 51 events (incidence of 2.90 for every 1,000 admission year), with an OR of 15.85 (CI: 8.04-31.25) compared to non-psychotic patients. We could identify 46 events conducted by patients with a psychotic disorder under medication. The mean SOAS-R total score was 17.02 (2.74). The majority of victims in the "loose-binding" group were staff members (73.1%, n = 19), while the majority of victims in the "tight-binding" group were fellow patients (65.0%, n = 13); (X2(3,46) = 19.687; p < 0.001). There were no demographic or clinical differences between the groups and no differences regarding dose equivalents or other prescribed medication. CONCLUSIONS In aggressive behaviors conducted by patients with a psychotic disorder under antipsychotic medication, the dopamine D2-Receptor affinity seems to have a high impact on the target of aggression. However, more studies are needed to investigate the anti-aggressive effects of individual antipsychotic agents.
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Affiliation(s)
- Georgia Tseligkaridou
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Stephan T Egger
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Tobias R Spiller
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Lena Schneller
- Legal and Compliance, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Fritz Frauenfelder
- Department of Nursing, Therapies and Social Work, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Stefan Vetter
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Erich Seifritz
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Achim Burrer
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland.
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Russo M, Ignjatovic-Ristic D, Cohen D, Arenliu A, Bajraktarov S, Dzubur Kulenovic A, Injac Stevovic L, Maric N, Novotni A, Jovanovic N. Clozapine prescription rates in Southeast Europe: A cross-sectional study. Front Psychiatry 2023; 14:1123246. [PMID: 37113539 PMCID: PMC10126685 DOI: 10.3389/fpsyt.2023.1123246] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 01/25/2023] [Indexed: 04/29/2023] Open
Abstract
Introduction International reports indicate that clozapine is under prescribed. Yet, this has not been explored in Southeast European (SEE) countries. This cross-sectional study investigates clozapine prescription rates in a sample of 401 outpatients with psychosis from Bosnia and Herzegovina, Kosovo by United Nations resolution, North Macedonia, Montenegro and Serbia. Methods Descriptive analysis was used to explore clozapine prescription rates; daily antipsychotic dosage was calculated and converted into olanzapine equivalents. Patients receiving clozapine were compared to those not receiving clozapine; next those that were on clozapine monotherapy were compared to those who were on clozapine polytherapy regime. Results It was showed that clozapine was prescribed to 37.7% of patients (with cross-country variation: from 25% in North Macedonia to 43.8% in Montenegro), with average dose of 130.7 mg/daily. The majority of patients on clozapine (70.5%) were prescribed at least one more antipsychotic (the most frequent combination was with haloperidol). Discussion Our findings suggested that clozapine prescription rate in SEE outpatients is higher than in Western Europe. The average dose is significantly below the optimal therapeutic dosage recommended by clinical guidelines, and clozapine polytherapy is common. This might indicate that clozapine is prescribed mainly for its sedative effect rather than antipsychotic. We hope that this finding will be taken up by relevant stakeholders to address this non-evidence-based practice.
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Affiliation(s)
- Manuela Russo
- Unit for Social and Community Psychiatry, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
- Centre for Implementation Science, Health Services and Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, United Kingdom
- *Correspondence: Manuela Russo,
| | | | - Dan Cohen
- MHO North-Holland North, Heerhugowaard, Netherlands
| | - Aliriza Arenliu
- Department of Psychology, University of Pristina, Pristina, Kosovo by United Nations Resolution
| | | | | | | | - Nadja Maric
- Faculty of Medicine, Institute of Mental Health, University of Belgrade, Belgrade, Serbia
| | - Antoni Novotni
- University Clinic of Psychiatry, Skopje, North Macedonia
| | - Nikolina Jovanovic
- Unit for Social and Community Psychiatry, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
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