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Rami FZ, Li L, Le TH, Kang C, Han MA, Chung YC. Risk and protective factors for severe mental disorders in Asia. Neurosci Biobehav Rev 2024; 161:105652. [PMID: 38608827 DOI: 10.1016/j.neubiorev.2024.105652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 03/22/2024] [Accepted: 04/03/2024] [Indexed: 04/14/2024]
Abstract
Among 369 diseases and injuries, the years lived with disability (YLDs) and disability-adjusted life-years (DALYs) rates for severe mental illnesses (SMIs) are within the top 20 %. Research on risk and protective factors for SMIs is critically important, as acting on modifiable factors may reduce their incidence or postpone their onset, while early detection of new cases enables prompt treatment and improves prognosis. However, as most of the studies on these factors are from Western countries, the findings are not generalizable across ethnic groups. This led us to conduct a systematic review of the risk and protective factors for SMIs identified in Asian studies. There were common factors in Asian and Western studies and unique factors in Asian studies. In-depth knowledge of these factors could help reduce disability, and the economic and emotional burden of SMIs. We hope that this review will inform future research and policy-making on mental health in Asian countries.
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Affiliation(s)
- Fatima Zahra Rami
- Department of Psychiatry, Jeonbuk National University Medical School, Jeonju, Republic of Korea; Research Institute of Clinical Medicine of Jeonbuk National University and Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Republic of Korea
| | - Ling Li
- Department of Psychiatry, Jeonbuk National University Medical School, Jeonju, Republic of Korea; Research Institute of Clinical Medicine of Jeonbuk National University and Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Republic of Korea
| | - Thi Hung Le
- Department of Psychiatry, Jeonbuk National University Medical School, Jeonju, Republic of Korea; Research Institute of Clinical Medicine of Jeonbuk National University and Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Republic of Korea
| | - Chaeyeong Kang
- Research Institute of Clinical Medicine of Jeonbuk National University and Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Republic of Korea
| | - Mi Ah Han
- Department of Preventive Medicine, College of Medicine, Chosun University, Republic of Korea
| | - Young-Chul Chung
- Department of Psychiatry, Jeonbuk National University Medical School, Jeonju, Republic of Korea; Research Institute of Clinical Medicine of Jeonbuk National University and Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Republic of Korea.
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Warren TL, Tubbs JD, Lesh TA, Corona MB, Pakzad SS, Albuquerque MD, Singh P, Zarubin V, Morse SJ, Sham PC, Carter CS, Nord AS. Association of neurotransmitter pathway polygenic risk with specific symptom profiles in psychosis. Mol Psychiatry 2024:10.1038/s41380-024-02457-0. [PMID: 38491343 DOI: 10.1038/s41380-024-02457-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 01/19/2024] [Accepted: 01/24/2024] [Indexed: 03/18/2024]
Abstract
A primary goal of psychiatry is to better understand the pathways that link genetic risk to psychiatric symptoms. Here, we tested association of diagnosis and endophenotypes with overall and neurotransmitter pathway-specific polygenic risk in patients with early-stage psychosis. Subjects included 205 demographically diverse cases with a psychotic disorder who underwent comprehensive psychiatric and neurological phenotyping and 115 matched controls. Following genotyping, we calculated polygenic scores (PGSs) for schizophrenia (SZ) and bipolar disorder (BP) using Psychiatric Genomics Consortium GWAS summary statistics. To test if overall genetic risk can be partitioned into affected neurotransmitter pathways, we calculated pathway PGSs (pPGSs) for SZ risk affecting each of four major neurotransmitter systems: glutamate, GABA, dopamine, and serotonin. Psychosis subjects had elevated SZ PGS versus controls; cases with SZ or BP diagnoses had stronger SZ or BP risk, respectively. There was no significant association within psychosis cases between individual symptom measures and overall PGS. However, neurotransmitter-specific pPGSs were moderately associated with specific endophenotypes; notably, glutamate was associated with SZ diagnosis and with deficits in cognitive control during task-based fMRI, while dopamine was associated with global functioning. Finally, unbiased endophenotype-driven clustering identified three diagnostically mixed case groups that separated on primary deficits of positive symptoms, negative symptoms, global functioning, and cognitive control. All clusters showed strong genome-wide risk. Cluster 2, characterized by deficits in cognitive control and negative symptoms, additionally showed specific risk concentrated in glutamatergic and GABAergic pathways. Due to the intensive characterization of our subjects, the present study was limited to a relatively small cohort. As such, results should be followed up with additional research at the population and mechanism level. Our study suggests pathway-based PGS analysis may be a powerful path forward to study genetic mechanisms driving psychiatric endophenotypes.
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Affiliation(s)
- Tracy L Warren
- Department of Neurobiology, Physiology and Behavior, University of California, Davis, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
- Center for Neuroscience, University of California, Davis, CA, USA
| | - Justin D Tubbs
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Tyler A Lesh
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Mylena B Corona
- Department of Neurobiology, Physiology and Behavior, University of California, Davis, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
- Center for Neuroscience, University of California, Davis, CA, USA
| | - Sarvenaz S Pakzad
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Marina D Albuquerque
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Praveena Singh
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Vanessa Zarubin
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
- Department of Psychology, Northwestern University, Evanston, IL, USA
| | - Sarah J Morse
- Department of Neurobiology, Physiology and Behavior, University of California, Davis, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
- Center for Neuroscience, University of California, Davis, CA, USA
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Pak Chung Sham
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR.
- Centre for PanorOmic Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR.
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR.
| | - Cameron S Carter
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA.
- Department of Psychiatry and Human Behavior, University of California, Irvine, CA, USA.
| | - Alex S Nord
- Department of Neurobiology, Physiology and Behavior, University of California, Davis, CA, USA.
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA.
- Center for Neuroscience, University of California, Davis, CA, USA.
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Mardhiyah SA, Effendy E, Nasution NM. IL-10 (-1082 G/A) polymorphism in Bataknese with schizophrenia. J Taibah Univ Med Sci 2024; 19:64-69. [PMID: 37868103 PMCID: PMC10589880 DOI: 10.1016/j.jtumed.2023.08.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 07/11/2023] [Accepted: 08/31/2023] [Indexed: 10/24/2023] Open
Abstract
Objectives Three biallelic polymorphisms at the promoter region of the interleukin-10 (IL-10) gene have been associated with susceptibility to schizophrenia. The aim of this case-control study was to investigate the association between IL-10 (-1082) G/A gene polymorphisms and schizophrenia among Bataknese, a native tribe inhabiting the North Sumatera province in Indonesia. Methods A total of 194 unrelated participants (n = 97 for each case and control groups) participated in this study. Polymerase chain reaction restriction fragment length polymorphism molecular genotyping was conducted to assess the genotype and allele distribution of IL-10 (-1082 G/A). Results Allele variations indicated that the dominant allele in the Batak tribe was allele A, whereas homozygous GG genotypes were not found in either group. The A allele and AA genotype were found to be risk factors for developing schizophrenia (OR = 2.26, 95% CI = 1.1825-4.3559 and OR = 2.56, 95% CI = 1.280-5.152, respectively). Conclusion Only the A allele and AA genotype of the IL-10 gene polymorphism at -1082 G/A contribute to schizophrenia susceptibility in Bataknese.
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Affiliation(s)
- Sarah A. Mardhiyah
- Psychiatry Residency Program, Faculty of Medicine, Universitas Sumatera Utara, Indonesia
| | - Elmeida Effendy
- Department of Psychiatry, Faculty of Medicine, Universitas Sumatera Utara, Indonesia
| | - Nazli M. Nasution
- Department of Psychiatry, Faculty of Medicine, Universitas Sumatera Utara, Indonesia
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Abdin E, Seet V, Jeyagurunathan A, Tan SC, Mok YM, Verma S, Lee ES, Subramaniam M. Validation of the 12-item World Health Organization Disability Assessment Schedule 2.0 in individuals with schizophrenia, depression, anxiety, and diabetes in Singapore. PLoS One 2023; 18:e0294908. [PMID: 38033104 PMCID: PMC10688897 DOI: 10.1371/journal.pone.0294908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 11/11/2023] [Indexed: 12/02/2023] Open
Abstract
BACKGROUND There is limited evidence on the reliability and validity of the 12-item World Health Organization Disability Assessment Schedule 2.0 (WHODAS 2.0) in an Asian patient population with mental and physical disorders. The current study aimed to examine the psychometric properties of the WHODAS 2.0 among patients with schizophrenia, depression, anxiety, and diabetes. METHODS A total of 1076 patients (M = 40.9 years, SD = 14.7) were recruited from the outpatient clinics of a tertiary psychiatric hospital and a primary care clinic. Internal consistency and test-retest reliability, structural validity, convergent validity, agreement, and floor and ceiling effects were examined. RESULTS Our confirmatory factor analysis (CFA) showed that the 1-factor model fits our data. Multigroup CFA demonstrated metric and scalar invariance, indicating the scores can be compared across the four conditions. The WHODAS 2.0 scale had excellent reliability in the overall sample and good to excellent reliability across conditions. The test-retest reliability and agreement between self-administered and interviewer-administered modes were good. The WHODAS 2.0 scores had moderate to strong correlations with the Social and Occupational Functioning Scale and the Sheehan Disability Scale scores in the overall sample and across four conditions. CONCLUSION Findings suggest that the WHODAS 2.0 is a valid tool to measure functioning and disability in those with schizophrenia, anxiety, depression, and diabetes in an Asian patient population.
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Affiliation(s)
- Edimansyah Abdin
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Vanessa Seet
- Research Division, Institute of Mental Health, Singapore, Singapore
| | | | - Sing Chik Tan
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Yee Ming Mok
- Department of Mood and Anxiety, Institute of Mental Health, Singapore, Singapore
| | - Swapna Verma
- Department of Psychosis, Institute of Mental Health, Singapore, Singapore
| | - Eng Sing Lee
- Clinical Research Unit, National Healthcare Group Polyclinics, Singapore, Singapore
| | - Mythily Subramaniam
- Research Division, Institute of Mental Health, Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
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Warren TL, Tubbs JD, Lesh TA, Corona MB, Pakzad S, Albuquerque M, Singh P, Zarubin V, Morse S, Sham PC, Carter CS, Nord AS. Association of neurotransmitter pathway polygenic risk with specific symptom profiles in psychosis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.05.24.23290465. [PMID: 37292649 PMCID: PMC10246134 DOI: 10.1101/2023.05.24.23290465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
A primary goal of psychiatry is to better understand the pathways that link genetic risk to psychiatric symptoms. Here, we tested association of diagnosis and endophenotypes with overall and neurotransmitter pathway-specific polygenic risk in patients with early-stage psychosis. Subjects included 206 demographically diverse cases with a psychotic disorder who underwent comprehensive psychiatric and neurological phenotyping and 115 matched controls. Following genotyping, we calculated polygenic scores (PGSs) for schizophrenia (SZ) and bipolar disorder (BP) using Psychiatric Genomics Consortium GWAS summary statistics. To test if overall genetic risk can be partitioned into affected neurotransmitter pathways, we calculated pathway PGSs (pPGSs) for SZ risk affecting each of four major neurotransmitter systems: glutamate, GABA, dopamine, and serotonin. Psychosis subjects had elevated SZ PGS versus controls; cases with SZ or BP diagnoses had stronger SZ or BP risk, respectively. There was no significant association within psychosis cases between individual symptom measures and overall PGS. However, neurotransmitter-specific pPGSs were moderately associated with specific endophenotypes; notably, glutamate was associated with SZ diagnosis and with deficits in cognitive control during task-based fMRI, while dopamine was associated with global functioning. Finally, unbiased endophenotype-driven clustering identified three diagnostically mixed case groups that separated on primary deficits of positive symptoms, negative symptoms, global functioning, and cognitive control. All clusters showed strong genome-wide risk. Cluster 2, characterized by deficits in cognitive control and negative symptoms, additionally showed specific risk concentrated in glutamatergic and GABAergic pathways. Due to the intensive characterization of our subjects, the present study was limited to a relatively small cohort. As such, results should be followed up with additional research at the population and mechanism level. Our study suggests pathway-based PGS analysis may be a powerful path forward to study genetic mechanisms driving psychiatric endophenotypes.
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Affiliation(s)
| | - Justin D. Tubbs
- Department of Psychiatry, The University of Hong Kong
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital
- Department of Psychiatry, Harvard Medical School
| | | | | | | | | | | | | | | | - Pak Chung Sham
- Department of Psychiatry, The University of Hong Kong
- Centre for PanorOmic Sciences, The University of Hong Kong
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong
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Sagayadevan V, Satghare P, Jeyagurunathan A, Koh YS, Shafie S, Chang S, Samari E, Subramaniam M. Mediating effect of symptom severity on the relationship between aggression, impulsivity and quality of life outcomes among patients with schizophrenia and related psychoses. Front Psychiatry 2023; 14:1154083. [PMID: 37810606 PMCID: PMC10556254 DOI: 10.3389/fpsyt.2023.1154083] [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: 01/30/2023] [Accepted: 09/04/2023] [Indexed: 10/10/2023] Open
Abstract
Aims Aggression and impulsivity among individuals with schizophrenia have been associated with poor clinical outcomes including worsening of symptoms and substance abuse which have been linked to a lower quality of life (QoL). The current study aimed to look at the mediating effect of symptom severity on the relationship between aggression, impulsivity and QoL among outpatients with schizophrenia and related psychoses in a multi-ethnic Asian population. Methods Data (n = 397) were collected from outpatients seeking treatment at the Institute of Mental Health. The World Health Organization quality of life-BREF (WHOQOL-BREF) scale, the symptoms checklist-90 revised (SCL-90-R), Buss Perry aggression questionnaire (BPAQ), and the Barratt impulsiveness scales (BIS) were used to assess subjective well-being, symptom severity, aggression, and impulsivity, respectively. Mediation analysis was performed using the PROCESS macro to understand the mediating effect of symptom severity. Results Motor impulsivity (MI) was indirectly associated with both the physical and psychological health domains of QoL while self-control was indirectly associated with the physical, psychological, and environmental health QoL domains through increased symptom severity. Conclusion The significant indirect effect of symptom severity in our study highlights one potential pathway through which impulsivity impacts the QoL of individuals with schizophrenia and related psychoses. Elucidating other factors besides symptom severity that have an indirect effect on the QoL of individuals provides alternative approaches for treatment through which better clinical outcomes can be achieved.
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Tubbs JD, Leung PB, Zhong Y, Zhan N, Hui TC, Ho KK, Hung KS, Cheung EF, So HC, Lui SS, Sham PC. Pathway-Specific Polygenic Scores Improve Cross-Ancestry Prediction of Psychosis and Clinical Outcomes. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.09.01.23294957. [PMID: 37790317 PMCID: PMC10543247 DOI: 10.1101/2023.09.01.23294957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Psychotic disorders are debilitating conditions with disproportionately high public health burden. Genetic studies indicate high heritability, but current polygenic scores (PGS) account for only a fraction of variance in psychosis risk. PGS often show poor portability across ancestries, performing significantly worse in non-European populations. Pathway-specific PGS (pPGS), which restrict PGS to genomic locations within distinct biological units, could lead to increased mechanistic understanding of pathways that lead to risk and improve cross-ancestry prediction by reducing noise in genetic predictors. This study examined the predictive power of genome-wide PGS and nine pathway-specific pPGS in a unique Chinese-ancestry sample of deeply-phenotyped psychosis patients and non-psychiatric controls. We found strong evidence for the involvement of schizophrenia-associated risk variants within "nervous system development" (p=2.5e-4) and "regulation of neuron differentiation" pathways (p=3.0e-4) in predicting risk for psychosis. We also found the "ion channel complex" pPGS, with weights derived from GWAS of bipolar disorder, to be strongly associated with the number of inpatient psychiatry admissions a patient experiences (p=1.5e-3) and account for a majority of the signal in the overall bipolar PGS. Importantly, although the schizophrenia genome-wide PGS alone explained only 3.7% of the variance in liability to psychosis in this Chinese ancestry sample, the addition of the schizophrenia-weighted pPGS for "nervous system development" and "regulation of neuron differentiation" increased the variance explained to 6.9%, which is on-par with the predictive power of PGS in European ancestry samples. Thus, not only can pPGS provide greater insight into mechanisms underlying genetic risk for disease and clinical outcomes, but may also improve cross-ancestry risk prediction accuracy.
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Affiliation(s)
- Justin D. Tubbs
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR
| | - Perry B.M. Leung
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Yuanxin Zhong
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR
| | - Na Zhan
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR
| | - Tomy C.K. Hui
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR
| | - Karen K.Y. Ho
- Department of General Adult Psychiatry, Castle Peak Hospital, Hong Kong SAR
| | - Karen S.Y. Hung
- Department of General Adult Psychiatry, Castle Peak Hospital, Hong Kong SAR
| | - Eric F.C. Cheung
- Department of General Adult Psychiatry, Castle Peak Hospital, Hong Kong SAR
| | - Hon-Cheong So
- School of Biomedical Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong SAR
- Department of Psychiatry, The Chinese University of Hong Kong, Shatin, Hong Kong SAR
| | - Simon S.Y. Lui
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR
| | - Pak C. Sham
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR
- Centre for PanorOmic Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR
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Seow LSE, Lau JH, Abdin E, Verma SK, Tan KB, Subramaniam M. Mapping the schizophrenia quality of life scale to EQ-5D, HUI3 and SF-6D utility scores in patients with schizophrenia. Expert Rev Pharmacoecon Outcomes Res 2023; 23:813-821. [PMID: 37216213 DOI: 10.1080/14737167.2023.2215430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 05/04/2023] [Accepted: 05/15/2023] [Indexed: 05/24/2023]
Abstract
OBJECTIVES The current study aimed to map the disease-specific Schizophrenia Quality of Life Scale (SQLS) onto the three- and five-level EuroQol five-dimension (EQ-5D-3 L and EQ-5D-5 L), Health Utility Index Mark 3 (HUI3) and Short Form six-dimensional (SF-6D) preference-based instruments to inform future cost-utility analyses for treatment of patients with schizophrenia. METHODS Data from 251 outpatients with schizophrenia spectrum disorders was included for analysis. Ordinary least square (OLS), Tobit and beta regression mixture models were employed to estimate the utility scores. Three regression models with a total of 66 specifications were determined by goodness of fit and predictive indices. Distribution of the original data to the distributions of the data generated using the preferred estimated models were then compared. RESULTS EQ-5D-3 L and EQ-5D-5 L were best predicted by the OLS model, including SQLS domain scores, domain-squared scores, age, and gender as explanatory predictors. The models produced the best performance index and resembled most closely with the observed EQ-5D data. HUI3 and SF-6D were best predicted by the OLS and Tobit model respectively. CONCLUSION The current study developed mapping models for converting SQLS scores into generic utility scores, which can be used for economic evaluation among patients with schizophrenia.
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Affiliation(s)
| | - Jue Hua Lau
- Research Division, Institute of Mental Health, Singapore
| | | | - Swapna K Verma
- Department of Psychosis, Institute of Mental Health, Singapore
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Tamaian R, Porozov Y, Shityakov S. Exhaustive in silico design and screening of novel antipsychotic compounds with improved pharmacodynamics and blood-brain barrier permeation properties. J Biomol Struct Dyn 2023; 41:14849-14870. [PMID: 36927517 DOI: 10.1080/07391102.2023.2184179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 02/18/2023] [Indexed: 03/18/2023]
Abstract
Antipsychotic drugs or neuroleptics are widely used in the treatment of psychosis as a manifestation of schizophrenia and bipolar disorder. However, their effectiveness largely depends on the blood-brain barrier (BBB) permeation (pharmacokinetics) and drug-receptor pharmacodynamics. Therefore, in this study, we developed and implemented the in silico pipeline to design novel compounds (n = 260) as leads using the standard drug scaffolds with improved PK/PD properties from the standard scaffolds. As a result, the best candidates (n = 3) were evaluated in molecular docking to interact with serotonin and dopamine receptors. Finally, haloperidol (HAL) derivative (1-(4-fluorophenyl)-4-(4-hydroxy-4-{4-[(2-phenyl-1,3-thiazol-4-yl)methyl]phenyl}piperidin-1-yl)butan-1-one) was identified as a "magic shotgun" lead compound with better affinity to the 5-HT2A, 5-HT1D, D2, D3, and 5-HT1B receptors than the control molecule. Additionally, this hit substance was predicted to possess similar BBB permeation properties and much lower toxicological profiles in comparison to HAL. Overall, the proposed rational drug design platform for novel antipsychotic drugs based on the BBB permeation and receptor binding might be an invaluable asset for a medicinal chemist or translational pharmacologist.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Radu Tamaian
- ICSI Analytics, National Research and Development Institute for Cryogenics and Isotopic Technologies - ICSI Rm. Vâlcea, Râmnicu Vâlcea, Romania
| | - Yuri Porozov
- Center of Bio- and Chemoinformatics, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Sergey Shityakov
- Laboratory of Chemoinformatics, Infochemistry Scientific Center, ITMO University, Saint-Petersburg, Russia
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Liu J, Abdin E, Vaingankar JA, Lim MSM, Verma S, Tang C, Shafie S, Shahwan S, Subramaniam M. Positive mental health framework of transdiagnostic protective
factors in elucidating the association between adverse childhood experiences and
severe mental disorders. Aust N Z J Psychiatry 2022; 56:1332-1343. [PMID: 34666558 PMCID: PMC9513503 DOI: 10.1177/00048674211053568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
OBJECTIVES Transdiagnostic risk factors-disrupted processes common to psychopathology-link adverse childhood experiences to severe mental disorders (i.e. major depressive disorder, bipolar disorder, and schizophrenia spectrum disorders); however, transdiagnostic protective factors are understudied. The present study investigated the association between a positive mental health framework of protective intra- and interpersonal resources and severe mental disorders in individuals with adverse childhood experiences. We hypothesized that (1) individuals with adverse childhood experiences will experience more severe mental disorders and poorer intra- and interpersonal resources than those without adverse childhood experiences; (2) intrapersonal (e.g. general coping) and interpersonal resources (e.g. emotional support) will interact to predict severe mental disorders. METHODS A total of 1929 adults participated in this population-based study. Participants were assessed for adverse childhood experiences, severe mental disorders, and intra- and interpersonal resources (general coping, general affect, emotional support, interpersonal skills, spirituality, and personal growth and autonomy) via structured interviews and self-reports. RESULTS As hypothesized, individuals with adverse childhood experiences (62.6%) experienced more severe mental disorders and poorer intra- and interpersonal resources than those without adverse childhood experiences. Among those with adverse childhood experiences, emotional support interacted with general coping and general affect to predict severe mental disorders; general coping and general affect were negatively associated with severe mental disorders at high (+1 SD) and low (-1 SD) emotional support, respectively. CONCLUSIONS The present study identified interactions between specific intrapersonal (i.e. general coping and general affect) and interpersonal resources (i.e. emotional support); knowing among whom and when to intervene are essential for optimal treatment of adverse childhood experiences and severe mental disorders.
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Affiliation(s)
- Jianlin Liu
- Research Division, Institute of Mental
Health, Singapore,Jianlin Liu, Research Division, Institute
of Mental Health, Buangkok Green Medical Park, 10 Buangkok View, Singapore
539747, Singapore.
| | | | | | | | - Swapna Verma
- Department of Psychosis, Institute of
Mental Health, Singapore
| | - Charmaine Tang
- Department of Psychosis, Institute of
Mental Health, Singapore
| | - Saleha Shafie
- Research Division, Institute of Mental
Health, Singapore
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Liu J, Shahwan S, Abdin E, Vaingankar JA, Basu S, Tang C, Verma S, Subramaniam M. Adverse childhood experiences and positive psychotic symptoms: A nationally representative study in Singapore. CHILD ABUSE & NEGLECT 2022; 131:105778. [PMID: 35820323 DOI: 10.1016/j.chiabu.2022.105778] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 06/21/2022] [Accepted: 06/30/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Epidemiological studies show that adverse childhood experiences (ACE) are associated with positive psychotic symptoms in Western populations; however, there is a lack of population-based data in multi-ethnic, Asian societies. OBJECTIVE We investigated the associations between ACE (type and dosage) and positive psychotic symptoms in a nationally representative study in Singapore. PARTICIPANTS AND SETTING A total of 4441 adult Singapore residents were recruited via door-to-door surveys; they were assessed for ACE and positive psychotic symptoms (i.e., hallucinations, delusions, thought insertion, thought control, and telepathic powers) on structured interviews. METHODS Lifetime experiences of positive psychotic symptoms were regressed on (1) the experience of any ACE; (2) cumulative ACE; and (3) the experience of either no ACE, interpersonal victimization only, dysfunctional home environments only, neglect only or multiple exposures to ACE in weighted and adjusted regression models. RESULTS 5.2 % of the sample experienced positive psychotic symptoms during their lifetime. Individuals exposed to dysfunctional home environments (OR = 2.84, 95 % CI 1.26 to 6.37) and multiple adverse childhood experiences (OR = 3.31, 95 % CI 2.18 to 5.01) were at an elevated risk of experiencing positive psychotic symptoms. The exposure to three or more ACE was associated with a near five-fold higher risk of experiencing positive psychotic symptoms (OR = 4.51, 95 % CI 2.89 to 7.05). CONCLUSIONS Individuals exposed to dysfunctional home environments or multiple adverse childhood experiences are at an elevated risk of experiencing positive psychotic symptoms. Given the intrafamilial nature of these childhood adversities, dual-generation approaches and family-centered interventions are key.
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Affiliation(s)
- Jianlin Liu
- Research Division, Institute of Mental Health, Singapore.
| | | | | | | | - Sutapa Basu
- Department of Psychosis, Institute of Mental Health, Singapore
| | - Charmaine Tang
- Department of Psychosis, Institute of Mental Health, Singapore
| | - Swapna Verma
- Department of Psychosis, Institute of Mental Health, Singapore
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AshaRani PV, Tan YWB, Samari E, Wang P, Cetty L, Satghare P, Ho J, Koh SA, Zhong Yi L, Tang C, Verma S, Subramaniam M. Needs of patients with early psychosis: A comparison of patient's and mental health care provider's perception. Front Psychiatry 2022; 13:952666. [PMID: 36203834 PMCID: PMC9531114 DOI: 10.3389/fpsyt.2022.952666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 08/26/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Needs define the capacity of a patient to benefit from health care services and a systematic assessment of needs allows planning and delivery of effective treatment to suit patients. This study aimed to understand the (a) needs felt by patients and those perceived by the care providers (CPs), (b) agreement between patients and CPs in the identified needs and (c) factors associated with unmet needs. METHODS Participants (N = 215) were recruited through convenience sampling from the Early Psychosis Intervention Programme (EPIP). Data was captured from patients and CPs using the Camberwell Assessment of Needs Short Appraisal Schedule (CANSAS). RESULTS Patients and CPs identified an average of 4.06 and 3.84 needs, respectively. The highest number of unmet needs were identified for the social (50% of patients and CPs) and health domains (31.13% of patients' vs. 28.30% of CPs). Company, intimate relationships, psychotic symptoms, money, sexual expression and psychological distress, information and benefits were the unmet needs identified by patients, whereas company, intimate relationships, physical health, and daytime activities were identified by CPs. The concordance between patients and CPs was low with majority of the items scoring slight to fair agreement (Cohen's kappa = 0-0.4). Older age, depression, severe anxiety and having Obsessive-Compulsive Disorder (OCD) were positively associated with unmet needs in patients. CONCLUSION While there was an overall consensus on the total needs and met needs between patients and CPs, the level of agreement between the two groups on various items were low. Different perceptions regarding unmet needs were noted between the groups. A holistic approach that takes into account different facets of the needs of patients together with strategic planning to address unmet needs might improve treatment outcomes and satisfaction.
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Affiliation(s)
- P V AshaRani
- Research Division, Institute of Mental Health, Singapore, Singapore
| | | | - Ellaisha Samari
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Peizhi Wang
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Laxman Cetty
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Pratika Satghare
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Jayne Ho
- Early Psychosis Intervention Programme, Department of Psychosis, Institute of Mental Health, Singapore, Singapore
| | - Shiyun Astelle Koh
- Early Psychosis Intervention Programme, Department of Psychosis, Institute of Mental Health, Singapore, Singapore
| | - Lee Zhong Yi
- Early Psychosis Intervention Programme, Department of Psychosis, Institute of Mental Health, Singapore, Singapore
| | - Charmaine Tang
- Early Psychosis Intervention Programme, Department of Psychosis, Institute of Mental Health, Singapore, Singapore
| | - Swapna Verma
- Early Psychosis Intervention Programme, Department of Psychosis, Institute of Mental Health, Singapore, Singapore
| | - Mythily Subramaniam
- Research Division, Institute of Mental Health, Singapore, Singapore.,Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
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Chong NIM, Maniam Y, Chua YC, Tang C. The Implementation and Review of Cognitive Remediation Training for First Episode Psychosis in Singapore. Front Psychiatry 2021; 12:784935. [PMID: 34916979 PMCID: PMC8669156 DOI: 10.3389/fpsyt.2021.784935] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 11/08/2021] [Indexed: 11/22/2022] Open
Abstract
Objective: Early intervention in patients with first episode psychosis (FEP) can improve cognitive abilities, with both short- and long-term benefits. In this paper, we describe the implementation and review of cognitive remediation training (CRT) in an Asian FEP population. The outcomes of the training are also evaluated and discussed. Methods: This naturalistic paper describes in detail the real-life implementation and conduct of CRT in an early psychosis intervention service. One hundred and nine patients with FEP underwent a 24-session CRT programme, using Cogpack and Neuropsychological Educational Approach to Remediation. The program is evaluated with pre- and post-CRT assessment scores which included Montreal Cognitive Assessment and Brief Assessment of Cognition in Schizophrenia. The rates of improvement on these cognitive assessments were evaluated using paired t-tests, with statistical significance set at p ≤ 0.05. Results: Of the 109 patients who underwent CRT, a total of 92 (84.4%) completed all 24 sessions. Paired t-tests between pre- and post-CRT assessments scores revealed that participants significantly improved on majority of the measures, including verbal memory, digit sequencing, and symbol coding. Conclusion: As with other cognitive remediation programmes, CRT has shown to improve cognitive functioning in patients with FEP. The results support the use of CRT in an Asian context and may serve as guidance for the implementation of similar training programmes in other Asian early psychosis intervention services.
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Affiliation(s)
- Nigel Ian Ming Chong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Yogeswary Maniam
- Early Psychosis Intervention Program, Institute of Mental Health, Singapore, Singapore
| | - Yi Chian Chua
- Early Psychosis Intervention Program, Institute of Mental Health, Singapore, Singapore
| | - Charmaine Tang
- Early Psychosis Intervention Program, Institute of Mental Health, Singapore, Singapore
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14
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Jeyagurunathan A, Lau JH, Abdin E, Shafie S, Chang S, Samari E, Cetty L, Wei KC, Mok YM, Tang C, Verma S, Chong SA, Subramaniam M. Aggression Amongst Outpatients With Schizophrenia and Related Psychoses in a Tertiary Mental Health Institution. Front Psychiatry 2021; 12:777388. [PMID: 35046853 PMCID: PMC8761620 DOI: 10.3389/fpsyt.2021.777388] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/23/2021] [Indexed: 12/02/2022] Open
Abstract
Aims: Aggression is defined as "any behavior intended to cause physical, emotional, or psychological harm to another." The aims of the current study were to (i) examine underlying factor structure of the Buss-Perry Aggression Questionnaire (BPAQ) and (ii) explore socio-demographic and clinical correlates (symptom severity, substance use and alcohol use) among patients with schizophrenia and related psychoses in a multi-ethnic Asian population. Methods: Data collected from 397 participants who were seeking outpatient treatment for schizophrenia and related psychoses at a tertiary psychiatric hospital were included in the analyses. BPAQ, a 29-item, four-factor instrument that measures physical aggression, verbal aggression, anger and hostility was used to assess aggression. Data on socio-demographic variables, age of onset of illness, drug use, alcohol use and symptom severity were also collected. Confirmatory factor analysis (CFA) was performed to establish the underlying factor structure of the BPAQ. Multiple regression analyses were utilized to examine socio-demographic and clinical correlates of the BPAQ factors. Results: The mean age of the participants was 36.2 years (SD = 10.9, range: 21-65). Factor structure obtained from the CFA indicated that a higher order four-factor solution had an acceptable fit to the observed data (WLSMV χ2 = 1,025.35, df = 320, RMSEA = 0.07, CFI = 0.94, TLI = 0.93, SRMR = 0.05). Females had lower physical aggression and hostility scores as compared to males. Those with lower education had higher physical aggression scores as compared to those with higher education. Participants who received a diagnosis after the age of 30 years had higher physical aggression and anger scores as compared to those who received a diagnosis at or before 20 years of age. Symptom severity was positively associated with higher BPAQ scores. Conclusion: The study findings demonstrated high internal consistency and applicable measurement factor structure of BPAQ in this study sample, making it an appropriate questionnaire for assessing aggressive behavior in this population. We also identified socio-demographic and clinical factors that were associated with aggression in patients with schizophrenia and related psychoses.
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Affiliation(s)
| | - Jue Hua Lau
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Edimansyah Abdin
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Saleha Shafie
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Sherilyn Chang
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Ellaisha Samari
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Laxman Cetty
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Ker-Chiah Wei
- Department of Developmental Psychiatry, Institute of Mental Health, Singapore, Singapore
| | - Yee Ming Mok
- Department of Mood and Anxiety, Institute of Mental Health, Singapore, Singapore
| | - Charmaine Tang
- Department of Psychosis, Institute of Mental Health, Singapore, Singapore
| | - Swapna Verma
- Department of Psychosis, Institute of Mental Health, Singapore, Singapore
| | - Siow Ann Chong
- Research Division, Institute of Mental Health, Singapore, Singapore
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15
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Chang S, Jeyagurunathan A, Lau JH, Shafie S, Samari E, Cetty L, Mok YM, Verma S, Subramaniam M. Problematic Drug Use Among Outpatients With Schizophrenia and Related Psychoses. Front Psychiatry 2021; 12:762988. [PMID: 34744843 PMCID: PMC8569375 DOI: 10.3389/fpsyt.2021.762988] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 09/22/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Problematic drug use is common among psychiatric patients and is linked with poorer course and outcomes of illness. The aim of this study is to assess the prevalence of problematic drug use, and to explore its sociodemographic correlates and associations with health behaviors and outcomes among outpatients with schizophrenia and related psychoses in Singapore. Methods: Data from 397 individuals who were aged 21-65 years and were seeking treatment for schizophrenia and related psychoses in the outpatient clinics of a tertiary psychiatric hospital were analyzed. The Drug Abuse Screening Test (DAST-10) was used to assess problematic drug use. Information on sociodemographics, smoking status, alcohol use, symptoms severity and quality of life were collected. Multivariable logistic regressions were conducted to explore correlates and associations of problematic drug use. Results: The prevalence of problematic drug use was 5.8% (n = 23) in the sample, and 10.6% (n = 42) of the participants reported having problematic drug use and/or problematic alcohol use. More males than females reported having problematic drug use (p = 0.021), and also problematic drug and/or alcohol use (p = 0.004). Significant associations were observed between problematic drug use and smokers with nicotine dependence, and with physical health domain of quality of life. Individuals with greater symptom severity were approximately twice as likely to have problematic drug use and/or alcohol use. Conclusion: While the prevalence of problematic drug use in this sample population is relatively lower compared to other countries, there is a considerable number who might be at risk. Routine screening and close monitoring of drug use is recommended as part of psychiatric assessment, particularly among males and patients with nicotine dependence.
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Affiliation(s)
- Sherilyn Chang
- Research Division, Institute of Mental Health, Singapore, Singapore
| | | | - Jue Hua Lau
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Saleha Shafie
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Ellaisha Samari
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Laxman Cetty
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Yee Ming Mok
- Department of Mood and Anxiety, Institute of Mental Health, Singapore, Singapore
| | - Swapna Verma
- Department of Psychosis, Institute of Mental Health, Singapore, Singapore
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