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Jansen JL, Verhage V, Bruggeman R, Krabbendam L, Koerts J. A penny for your thoughts: three perspectives on financial problems and their associated factors of people with psychotic disorders. Int J Qual Stud Health Well-being 2025; 20:2479945. [PMID: 40110978 PMCID: PMC11926900 DOI: 10.1080/17482631.2025.2479945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Accepted: 03/11/2025] [Indexed: 03/22/2025] Open
Abstract
PURPOSE Financial problems are of influence on mental health, and vice versa. Indeed, finances are a key challenge for people with psychosis. To gain deeper insights into these challenges, a qualitative approach focusing on all perspectives within the therapeutic triad is needed. This study aims to investigate perspectives of people with psychosis, family members and mental healthcare professionals on people with psychosis' financial problems, and associated factors. METHODS Fourteen people with psychosis, 15 family members and 16 professionals were recruited using purposive sampling, and participated in semi-structured, one-on-one interviews. Data was analysed using iterative thematic data-analysis. RESULTS Interviews revealed five themes of financial problems: Covering expenses, Financial performance, Living conditions and housing, Personal conflicts and victimization, and Regulations and legislation. Five themes were identified as factors associated with financial problems: Psychotic symptoms, Indirect factors related to psychosis, Substance use and addiction, Financial upbringing and life events, and Societal contextual factors. DISCUSSION People in the therapeutic triad largely mentioned similar, wide-ranging, and often co-occurring (factors associated with) financial problems of people with psychosis, risking vicious cycles. Fostering awareness and collaborative efforts among stakeholders is essential to breaking these cycles of financial problems for individuals with psychosis.
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Affiliation(s)
- Josephien Leonie Jansen
- Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, The Netherlands
| | - Vera Verhage
- Department of Health Sciences, Applied Health Research, University Medical Centre Groningen, Groningen, The Netherlands
| | - Richard Bruggeman
- Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, The Netherlands
- Psychosis Department, University Medical Centre Groningen, University Centre for Psychiatry, Groningen, The Netherlands
| | - Lydia Krabbendam
- Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Janneke Koerts
- Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, The Netherlands
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Ganse-Dumrath A, Chohan A, Samuel S, Bretherton P, Haenschel C, Fett AK. Systematic review and meta-analysis of early visual processing, social cognition, and functional outcomes in schizophrenia spectrum disorders. Schizophr Res Cogn 2025; 40:100351. [PMID: 40028174 PMCID: PMC11872129 DOI: 10.1016/j.scog.2025.100351] [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: 12/16/2024] [Revised: 02/07/2025] [Accepted: 02/07/2025] [Indexed: 03/05/2025]
Abstract
Non-affective psychotic disorders are marked by cognitive and sensory processing abnormalities, including in early visual processing and social cognition. Understanding the relationships between these deficits and their impact on daily-life functional outcomes may help to improve outcomes in affected individuals. This systematic review and meta-analysis aimed to summarise the existing evidence on the relationships between early visual processing, social cognition, and functional outcomes, and to assess the evidence regarding the mediating role of social cognition in the association between early visual processing and functional outcomes in individuals with schizophrenia spectrum disorders. A comprehensive search across five databases identified 364 potentially eligible studies, with eight articles meeting all inclusion criteria. Meta-analytic techniques were employed to synthesise effect sizes and assess a meta-mediation model. Three random-effects meta-analyses revealed significant associations between all three domains of interest. Social cognition partially mediated the relationship between early visual processing and functional outcomes. The direct effect of early visual processing on functional outcomes remained significant, albeit with a reduced effect size. The findings suggest that interventions targeting both early visual processing and social cognition concurrently may improve functional outcomes more effectively than focusing on either domain alone.
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Affiliation(s)
- Akke Ganse-Dumrath
- Department of Psychology, School of Health and Medical Sciences, City St George's, University of London, UK
| | - Anya Chohan
- Department of Psychology, School of Health and Medical Sciences, City St George's, University of London, UK
| | - Steven Samuel
- Department of Psychology, School of Health and Medical Sciences, City St George's, University of London, UK
| | - Paul Bretherton
- Department of Psychology, School of Health and Medical Sciences, City St George's, University of London, UK
| | - Corinna Haenschel
- Department of Psychology, School of Health and Medical Sciences, City St George's, University of London, UK
| | - Anne-Kathrin Fett
- Department of Psychology, School of Health and Medical Sciences, City St George's, University of London, UK
- Department of Psychosis Studies, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, UK
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Yang Y, Clouston SAP, Reichenberg A, Callahan JL, Ruggero CJ, Carlson GA, Bromet EJ, Kotov R, Jonas K. Predictors and Outcomes Associated with 25-Year Cognitive Decline in Psychotic Disorders. Schizophr Bull 2025:sbaf051. [PMID: 40383906 DOI: 10.1093/schbul/sbaf051] [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] [Indexed: 05/20/2025]
Abstract
BACKGROUND AND HYPOTHESIS Cognitive impairment, a key feature of psychosis, is linked to poor functional outcomes. This study aimed to identify predictors and outcomes associated with cognitive decline in psychotic disorders. STUDY DESIGN Data were taken from the Suffolk County Mental Health Project, a first-admission longitudinal cohort study of individuals with psychotic disorders. Participants were recruited from all 12 inpatient psychiatric facilities in Suffolk County, New York. Cognitive function was assessed at 6-month, 24-month, 20-year, and 25-year follow-ups. This analysis includes 400 participants with at least 2 estimates of general cognitive ability. A mixed effects model with random slopes and random intercepts was employed to estimate individual cognitive trajectories. The estimated random slopes for each participant were then used to predict 25-year clinical outcomes. STUDY RESULTS No baseline predictors of subsequent cognitive decline were identified. Faster cognitive decline was associated with lower odds of remission, recovery, employment, financial independence, and worse social function 25 years after first admission. CONCLUSION Cognitive decline may be an indicator of illness severity more broadly and may therefore be a useful indicator of who might benefit from known interventions targeting clinical outcomes. Intervening in cognitive decline itself may have widespread beneficial effects on outcomes in psychotic disorders.
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Affiliation(s)
- Yuan Yang
- Program in Public Health and Department of Family, Population, and Preventive Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY 11794, United States
| | - Sean A P Clouston
- Program in Public Health and Department of Family, Population, and Preventive Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY 11794, United States
| | - Abraham Reichenberg
- Department of Psychiatry and Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Jennifer L Callahan
- Department of Psychology, University of Texas at Dallas, Dallas, TX 75080, United States
| | - Camilo Javier Ruggero
- Department of Psychology, University of Texas at Dallas, Dallas, TX 75080, United States
| | - Gabrielle A Carlson
- Division of Child and Adolescent Psychiatry, Stony Brook University, Stony Brook, NY 11794, United States
| | - Evelyn J Bromet
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY 11794, United States
| | - Roman Kotov
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY 11794, United States
| | - Katherine Jonas
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY 11794, United States
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Lopez MA, Reznik SJ, Custer C, Rathouz PJ. Predictors of Service Engagement and Disengagement in Community-Based Coordinated Specialty Care for Early Psychosis in Texas. Community Ment Health J 2025:10.1007/s10597-025-01468-7. [PMID: 40332646 DOI: 10.1007/s10597-025-01468-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 04/19/2025] [Indexed: 05/08/2025]
Abstract
Coordinated specialty care (CSC) is an evidence-based, early intervention approach for individuals with a recent onset of psychosis. This study identifies program and individual characteristics that predict (1) initial engagement in care; (2) the use of peer and family partner services; and (3) time to disengagement. Administrative data representing CSC encounters at 22 community mental health programs were analyzed. Logistic regressions were used to model initial CSC engagement, as well as the use of peer or family partner services, given initial engagement. Cox proportional hazards regression was used to quantify program disengagement, with possible time-varying effects of peer service use. Identified predictors of initial engagement included: race/ethnicity, age, diagnosis, program urbanicity, and program maturity. Identified predictors of disengagement in the first year included: diagnosis, program urbanicity, and program maturity. Peer and family partner services did not significantly predict disengagement. These results suggest equity issues for some individuals, while also highlighting the importance of program characteristics on pathways to care. Future research should include program factors as key predictors for engagement, explore both person-centered and program-centered strategies to maximize engagement, and optimize and examine the role of individual and family peer services in engagement. Such a shift would align with the call to understand pathways to care from a community-level rather than individual lens.
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Affiliation(s)
- Molly A Lopez
- Steve Hicks School of Social Work, Texas Institute for Excellence in Mental Health, The University of Texas at Austin, 1823 Red River St, Austin, TX, 78712, USA.
| | - Samantha J Reznik
- Steve Hicks School of Social Work, Texas Institute for Excellence in Mental Health, The University of Texas at Austin, 1823 Red River St, Austin, TX, 78712, USA
| | - Calliope Custer
- Biomedical Data Science Hub, Department of Population Health, Dell Medical School, Austin, TX, USA
| | - Paul J Rathouz
- Biomedical Data Science Hub, Department of Population Health, Dell Medical School, Austin, TX, USA
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Percie du Sert O, Unrau J, Dama M, Palaniyappan L, Shah J, Joober R, Raucher-Chéné D, Malla A, Lepage M. Latent Trajectories of Positive, Negative Symptoms and Functioning in Early Intervention Services for First-Episode Psychosis: A 2-Year Follow-Up Study. Schizophr Bull 2025:sbaf045. [PMID: 40319470 DOI: 10.1093/schbul/sbaf045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/07/2025]
Abstract
BACKGROUND From the first episode (FEP), the course of psychosis is marked by substantial heterogeneity of clinical and functional outcomes which poses significant challenges in providing prognostic guidance to patients and families. To better understand such heterogeneity within the context of early intervention services (EIS), this study aimed to examine latent trajectories of positive and negative symptoms and functioning among FEP individuals undergoing EIS. STUDY DESIGN The Prevention and Early Intervention Program for Psychoses (PEPP-Montreal) is a 2-year EIS for FEP that conducted longitudinal assessments of 689 individuals aged 14-35, including sociodemographics, cognition, psychopathology, and functioning. Latent growth mixture modeling was used to identify distinct patterns of clinical and functional trajectories. The inter-relationship between trajectories, and the association of trajectory membership with baseline characteristics and distal outcomes were investigated using the manual 3-step approach. STUDY RESULTS Two positive symptom trajectories (Stable-low-32%, Fluctuating-68%,), 3 negative symptom trajectories (Decreasing-41%, Fluctuating-15%, and Stable-high-44%), and 2 functioning trajectories (Increasing-57%, Stable-moderate-43%) were identified. Early treatment response, particularly on negative symptoms, consistently and strongly predicted better outcome trajectories (OR = [3.4-5.5]). Trajectories of higher symptom severity were associated with trajectory of worse functioning (RR = [1.5-2.2]), which exhibited lower rates of clinical and functional remission. CONCLUSION These findings offer insights into clinically meaningful subgroups of individuals that could inform the prognosis of FEP and the development of individually tailored EIS. Individuals who do not show early improvement in negative symptoms may benefit from earlier psychosocial interventions specifically targeting actionable factors that contribute to secondary negative symptoms.
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Affiliation(s)
- Olivier Percie du Sert
- Prevention and Early Intervention Program for Psychoses, Douglas Research Centre, Montreal, Quebec, H4H 1R3, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, H3A 0G4, Canada
| | - Joshua Unrau
- Prevention and Early Intervention Program for Psychoses, Douglas Research Centre, Montreal, Quebec, H4H 1R3, Canada
| | - Manish Dama
- Prevention and Early Intervention Program for Psychoses, Douglas Research Centre, Montreal, Quebec, H4H 1R3, Canada
| | - Lena Palaniyappan
- Prevention and Early Intervention Program for Psychoses, Douglas Research Centre, Montreal, Quebec, H4H 1R3, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, H3A 0G4, Canada
| | - Jai Shah
- Prevention and Early Intervention Program for Psychoses, Douglas Research Centre, Montreal, Quebec, H4H 1R3, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, H3A 0G4, Canada
| | - Ridha Joober
- Prevention and Early Intervention Program for Psychoses, Douglas Research Centre, Montreal, Quebec, H4H 1R3, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, H3A 0G4, Canada
| | - Delphine Raucher-Chéné
- Prevention and Early Intervention Program for Psychoses, Douglas Research Centre, Montreal, Quebec, H4H 1R3, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, H3A 0G4, Canada
| | - Ashok Malla
- Prevention and Early Intervention Program for Psychoses, Douglas Research Centre, Montreal, Quebec, H4H 1R3, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, H3A 0G4, Canada
| | - Martin Lepage
- Prevention and Early Intervention Program for Psychoses, Douglas Research Centre, Montreal, Quebec, H4H 1R3, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, H3A 0G4, Canada
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Jin Y, Zu S, Wang P, Sheng F, Wang X, Wang Y, Chen Q, Zhong J, Yan F, Zhou J, Li Z, Zhou Y. Cognitive-behavioral therapy to normalize social learning for patients with major depressive disorders: study protocol for a single-arm clinical trial. BMC Psychol 2025; 13:453. [PMID: 40302007 PMCID: PMC12042326 DOI: 10.1186/s40359-025-02759-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2025] [Accepted: 04/17/2025] [Indexed: 05/01/2025] Open
Abstract
BACKGROUND The current study aims to explore the efficacy of cognitive behavioral therapy (CBT) in normalizing social learning capabilities and its underlying neural processes among patients with MDD, in terms of enhancing learning towards positive social feedback, and reducing excessive learning towards negative social feedback. This study also explores the potential for learning impairments in social contexts as a biomarker to predict the effectiveness of CBT. METHODS In a single-centre, single-arm, open-label trial, 60 outpatients with MDD will undergo 12 sessions of CBT in three months. Data collection of patients will be administered at baseline and at the endpoint of the treatment. Additionally, 60 heathy controls will be recruited as a comparative group to assess deviations from the normal functions in the patients with MDD before and after CBT. Data collection of the HC group will be administered at baseline. Data collection of the two groups comprises of demographic information, clinical assessments, psychological assessments, and behavioral experiments (i.e. the Door Game and the Trust Game) in conjuction with task-based function magnetic resonance imaging (fMRI) scanning. Data analysis comprises of an estimation of social learning capabilities by computational modeling, and identification of baseline abnormalities, treatment effects and endpoint abnormalities on social learning capabilities and its neural activities. DISCUSSION This trial aims to assess the efficacy of CBT in normalizing social learning capabilities among patients with MDD by leveraging high ecological validity paradigms and computational modeling. This trial also contributes to understanding psychosocial biomarkers of CBT treatment effectiveness in reducing depressive symptoms. TRIAL REGISTRATION ChiCTR2400094841 ( www.chictr.org.cn ; registration date: 12/29/2024) (retrospectively registered).
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Affiliation(s)
- Yuening Jin
- State Key Laboratory of Cognitive Science and Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Si Zu
- Department of Psychiatry, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, China
| | - Pengchong Wang
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Fangrui Sheng
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- The Affiliated Brain Hospital, Guangzhou Medical University, Guangzhou, 510370, China
| | - Xue Wang
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Yun Wang
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
| | - Qun Chen
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
| | - Jie Zhong
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
| | - Fang Yan
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Jia Zhou
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
| | - Zhanjiang Li
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
| | - Yuan Zhou
- State Key Laboratory of Cognitive Science and Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China.
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, China.
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China.
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Moncrieff J, Pillai E, Marston L, Lewis G, Barnes TRE, Johnson S, Priebe S. The association between relapse and the outcome of schizophrenia and recurrent psychotic disorders. Br J Psychiatry 2025:1-7. [PMID: 40226993 DOI: 10.1192/bjp.2024.304] [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] [Indexed: 04/15/2025]
Abstract
BACKGROUND Having a relapse of schizophrenia or recurrent psychosis is feared by patients, can cause social and personal disruption and has been suggested to cause long-term deterioration, possibly because of a toxic biological process. AIMS To assess whether relapse affected the social and clinical outcomes of people enrolled in a 24-month randomised controlled trial of antipsychotic medication dose reduction versus maintenance treatment. METHODS The trial involved participants with a diagnosis of schizophrenia or recurrent, non-affective psychosis. Relapse was defined as admission to hospital or significant deterioration (assessed by a blinded end-point committee). We analysed the relationship between relapse during the trial and social functioning, quality of life, symptom scores (Positive and Negative Syndrome Scale) and rates of being in employment, education or training at 24-month follow-up. We also analysed changes in these measures during the trial among those who relapsed and those who did not. Sensitivity analyses were conducted examining the effects of 'severe' relapse (i.e. admission to hospital). RESULTS During the course of the trial, 82 out of 253 participants relapsed. There was no evidence for a difference between those who relapsed and those who did not on changes in social functioning, quality of life, symptom scores or overall employment rates between baseline and 24-month follow-up. Those who relapsed showed no change in their social functioning or quality of life, and a slight improvement in symptoms compared to baseline. They were more likely than those who did not relapse to have had a change in their employment status (mostly moving out of employment, education or training), although numbers changing status were small. Sensitivity analyses showed the same results for those who experienced a 'severe' relapse. CONCLUSIONS Our data provide little evidence that relapse has a detrimental effect in the long term in people with schizophrenia and recurrent psychosis.
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Affiliation(s)
- Joanna Moncrieff
- Division of Psychiatry, University College London, UK
- North East London Foundation Trust, London, UK
| | | | - Louise Marston
- Research Department of Primary Care and Population Health, University College London, UK
| | - Glyn Lewis
- Division of Psychiatry, University College London, UK
| | | | - Sonia Johnson
- Division of Psychiatry, University College London, UK
| | - Stefan Priebe
- Centre for Mental Health Research, City St George's, University of London, UK
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Martin EA, Blank JM, Jonas KG, Lian W, Kotov R. Personality in psychosis decades after onset: Tests of models of the relations between psychopathology and personality. JOURNAL OF PSYCHOPATHOLOGY AND CLINICAL SCIENCE 2025; 134:251-261. [PMID: 40080555 PMCID: PMC11949700 DOI: 10.1037/abn0000971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/15/2025]
Abstract
Models have been put forth to describe relations between psychopathology and personality. However, the relation in individuals with psychotic disorders is unclear. As a test of models of psychopathology-personality in psychosis, the current study included 239 individuals, each with one of four psychotic disorders-schizophrenia (SZ), bipolar disorder with psychotic features (BPp), major depressive disorder with psychotic features (MDDp), and substance-induced psychosis (SIP)-and compared their personality to a never-psychotic sample (NP; n = 257). In support of the complication + scar model, we found SZ, BPp, MDDp, and SIP were significantly higher on neuroticism and detachment, and most were higher on mistrust and eccentric perceptions than the NP group (average Cohen's d = |0.83| across all personality measures). Also compared to the NP group, SZ was lower on extraversion, agreeableness, and conscientiousness; MDDp was lower on extraversion and conscientiousness; and SIP was lower on agreeableness and conscientiousness (average Cohen's d = |0.77|). Differences were observed among the psychotic disorder groups (SZ, BPp, MDDp, SIP), with effects up to d = 1.38. In support of the complication model, the non-recovered group was significantly higher on mistrust, eccentric perceptions, and detachment but lower on extraversion and conscientiousness than the recovered group (average d = |0.57| across measures). In support of the scar model, individuals who met threshold for recovery continued to manifest personality deviations, although smaller in magnitude (average d = |0.32| across measures) compared to NP. Overall, we found support for the complication and scar models, suggesting that while symptoms are associated with personality differences, psychosis is associated with permanent personality alterations. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
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Affiliation(s)
| | | | | | - Wenxuan Lian
- Stony Brook, Dept. of Materials Science and Engineering and Dept. of Applied Math and Statistics
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Thompson E, Kingston J, Ellett L, Krkovic K, Velotta S, Rabasco A, Gaudiano BA. Paranoia, Functioning, and the Moderating Effect of Well-Being in a Community Sample of Adolescents. J Adolesc 2025; 97:871-878. [PMID: 39748522 DOI: 10.1002/jad.12460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 12/08/2024] [Accepted: 12/17/2024] [Indexed: 01/04/2025]
Abstract
INTRODUCTION Paranoid ideation is a relatively common experience in adolescence, yet it has not been well-explored in relation to psychological well-being and functioning in general population samples of youth. The current study aimed to investigate the relations between paranoia (operationalized as "persecutory ideation"), well-being, and two domains of functioning, social (e.g., interpersonal relationships) and role (e.g., school and home responsibilities), in adolescence. METHODS This nonclinical sample of adolescents (n = 462, aged 14-17 years, 50% male, 50% female) was recruited from the United Kingdom and the United States via an online survey in 2022. RESULTS Correlations indicated significant associations between persecutory ideation, in the negative direction, and well-being, in the positive direction, with both social and role functioning. With respect to social, but not role, functioning, these associations remained significant in linear regression analyses controlling for the effects of depression, past-year bullying/victimization, and past-year adverse life events. A subsequent analysis indicated that the association between persecutory ideation and social functioning was moderated by well-being. Persecutory ideation was significantly associated with social functioning at the lowest level of well-being (1 SD below the mean), but not at moderate (mean) or high (1 SD above the mean) levels of well-being. CONCLUSIONS Results suggest that among adolescents, persecutory ideation is negatively associated with functioning. Furthermore, novel findings suggest that well-being may buffer the association between persecutory ideation and social functioning. Therapeutic interventions targeting well-being may be helpful for youth experiencing paranoia, especially with respect to maintaining relationships and social connectedness.
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Affiliation(s)
- Elizabeth Thompson
- Department of Psychiatry and Human Behavior, Brown University, Providence, Rhode Island, USA
- Department of Psychiatry, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Jessica Kingston
- Department of Psychology, Royal Holloway, University of London, Surrey, UK
| | - Lyn Ellett
- School of Psychology, University of Southampton, Southampton, UK
| | - Katarina Krkovic
- Department of Clinical Psychology & Psychotherapy, University of Hamburg, Hamburg, Germany
| | - Sydney Velotta
- Department of Psychiatry, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Ana Rabasco
- Department of Psychiatry and Human Behavior, Brown University, Providence, Rhode Island, USA
- Psychosocial Research Program, Butler Hospital, Providence, Rhode Island, USA
| | - Brandon A Gaudiano
- Department of Psychiatry and Human Behavior, Brown University, Providence, Rhode Island, USA
- Psychosocial Research Program, Butler Hospital, Providence, Rhode Island, USA
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10
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Tang B, Yao L, Strawn JR, Zhang W, Lui S. Neurostructural, Neurofunctional, and Clinical Features of Chronic, Untreated Schizophrenia: A Narrative Review. Schizophr Bull 2025; 51:366-378. [PMID: 39212651 PMCID: PMC11908860 DOI: 10.1093/schbul/sbae152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Studies of individuals with chronic, untreated schizophrenia (CUS) can provide important insights into the natural course of schizophrenia and how antipsychotic pharmacotherapy affects neurobiological aspects of illness course and progression. We systematically review 17 studies on the neuroimaging, cognitive, and epidemiological aspects of CUS individuals. These studies were conducted at the Shanghai Mental Health Center, Institute of Mental Health at Peking University, and Huaxi MR Research Center between 2013 and 2021. CUS is associated with cognitive impairment, severe symptoms, and specific demographic characteristics and is different significantly from those observed in antipsychotic-treated individuals. Furthermore, CUS individuals have neurostructural and neurofunctional alterations in frontal and temporal regions, corpus callosum, subcortical, and visual processing areas, as well as default-mode and somatomotor networks. As the disease progresses, significant structural deteriorations occur, such as accelerated cortical thinning in frontal and temporal lobes, greater reduction in fractional anisotropy in the genu of corpus callosum, and decline in nodal metrics of gray mater network in thalamus, correlating with worsening cognitive deficits and clinical outcomes. In addition, striatal hypertrophy also occurs, independent of antipsychotic treatment. Contrasting with the negative neurostructural and neurofunctional effects of short-term antipsychotic treatment, long-term therapy frequently results in significant improvements. It notably enhances white matter integrity and the functions of key subcortical regions such as the amygdala, hippocampus, and striatum, potentially improving cognitive functions. This narrative review highlights the progressive neurobiological sequelae of CUS, the importance of early detection, and long-term treatment of schizophrenia, particularly because treatment may attenuate neurobiological deterioration and improve clinical outcomes.
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Affiliation(s)
- Biqiu Tang
- Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China
- Department of Psychiatry & Behavioral Neuroscience, University of Cincinnati, Cincinnati, OH
| | - Li Yao
- Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China
| | - Jeffrey R Strawn
- Department of Psychiatry & Behavioral Neuroscience, University of Cincinnati, Cincinnati, OH
| | - Wenjing Zhang
- Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China
| | - Su Lui
- Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China
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Accinni T, Frascarelli M, Cordellieri P, Kotzalidis G, Fanella M, Di Bonaventura C, Putotto C, Marino B, Bucci P, Giuliani L, Maraone A, Pasquini M, Di Fabio F, Buzzanca A, the Italian Network for Research on Psychoses. Real-Life Functioning in 22q11.2 Deletion Syndrome in Relation to Neurocognitive Abilities and Psychotic Symptoms: A Comparison With Idiopathic Schizophrenia. JOURNAL OF INTELLECTUAL DISABILITY RESEARCH : JIDR 2025; 69:177-192. [PMID: 39614621 PMCID: PMC11791388 DOI: 10.1111/jir.13200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 10/27/2024] [Accepted: 11/01/2024] [Indexed: 12/01/2024]
Abstract
BACKGROUND The 22q11.2 deletion syndrome (22q11.2DS) entails intellectual disabilities and higher risk of psychotic disorders. Neurocognitive deficits predict real-life functioning of schizophrenic patients. We investigated real-life functioning in 22q11.2DS, aiming at defining how neurocognitive profile and psychopathological variables impact on psychotic patients' social functioning. METHODS We recruited 63 patients with schizophrenia (SCZ, N = 63), 44 with 22q11.2DS (DEL, N = 44) and 19 with 22q11.2DS and psychosis (DEL-SCZ, N = 19), all matched for age, sex and neurocognitive profile; we administered the Positive and Negative Syndrome Scale (PANSS), the Brief Negative Symptom Scale (BNSS), the Specific Levels of Functioning (SLoF) scale and the Measurement and Treatment Research to Improve Cognition in Schizophrenia Consensus Cognitive Battery (MCCB). We implemented descriptive analyses, MANCOVA and linear regression statistics. RESULTS The DEL-SCZ and the SCZ groups showed similar levels in Interpersonal Relationships (p = 0.093) and Social Acceptability subscales (p = 0.283). The DEL group scored higher on the Interpersonal Relationships subscale compared with the SCZ group (p = 0.001). The groups scored similarly on the other SLoF subscales. Both BNSS total score (beta = -0.343; p = 0.004) and BNSS asociality (beta = -0.487; p = 0.038) significantly predicted the Interpersonal Relationships variable in the groups with psychosis (SCZ and DEL-SCZ). DISCUSSION AND CONCLUSIONS Individuals with 22q11.2DS display a similar real-life functioning to patients with chronic schizophrenia. Social functioning impairments are typical of psychosis regardless of the genetic condition and highly predicted by negative symptoms like asociality. The 22q11.2DS represents a reliable biological model to study vulnerability to psychosis and its consequences on patients' real-life and social functioning.
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Affiliation(s)
- Tommaso Accinni
- Department of Human Neurosciences, Faculty of Medicine and DentistrySapienza University of RomeRomeItaly
| | - Marianna Frascarelli
- Department of Human Neurosciences, Faculty of Medicine and DentistrySapienza University of RomeRomeItaly
| | | | - Georgios D. Kotzalidis
- Department of Neurosciences, Mental Health, and Sensory Organs, Faculty of Medicine and PsychologySapienza University of RomeRomeItaly
| | - Martina Fanella
- Department of Human Neurosciences, Faculty of Medicine and DentistrySapienza University of RomeRomeItaly
| | - Carlo Di Bonaventura
- Department of Human Neurosciences, Faculty of Medicine and DentistrySapienza University of RomeRomeItaly
| | - Carolina Putotto
- Department of Pediatrics, Obstetrics, and GynecologySapienza University of RomeRomeItaly
| | - Bruno Marino
- Department of Pediatrics, Obstetrics, and GynecologySapienza University of RomeRomeItaly
| | - Paola Bucci
- Department of PsychiatryUniversity of Campania “Luigi Vanvitelli”NaplesItaly
| | - Luigi Giuliani
- Department of PsychiatryUniversity of Campania “Luigi Vanvitelli”NaplesItaly
| | - Annalisa Maraone
- Department of Human Neurosciences, Faculty of Medicine and DentistrySapienza University of RomeRomeItaly
| | - Massimo Pasquini
- Department of Human Neurosciences, Faculty of Medicine and DentistrySapienza University of RomeRomeItaly
| | - Fabio Di Fabio
- Department of Human Neurosciences, Faculty of Medicine and DentistrySapienza University of RomeRomeItaly
| | - Antonino Buzzanca
- Department of Human Neurosciences, Faculty of Medicine and DentistrySapienza University of RomeRomeItaly
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12
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Kambali M, Li Y, Unichenko P, Feria Pliego JA, Yadav R, Liu J, McGuinness P, Cobb JG, Wang M, Nagarajan R, Lyu J, Vongsouthi V, Jackson CJ, Engin E, Coyle JT, Shin J, Hodgson NW, Hensch TK, Talkowski ME, Homanics GE, Bolshakov VY, Henneberger C, Rudolph U. An increased copy number of glycine decarboxylase (GLDC) associated with psychosis reduces extracellular glycine and impairs NMDA receptor function. Mol Psychiatry 2025; 30:927-942. [PMID: 39210012 PMCID: PMC11835546 DOI: 10.1038/s41380-024-02711-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Revised: 08/15/2024] [Accepted: 08/21/2024] [Indexed: 09/04/2024]
Abstract
Glycine is an obligatory co-agonist at excitatory NMDA receptors in the brain, especially in the dentate gyrus, which has been postulated to be crucial for the development of psychotic associations and memories with psychotic content. Drugs modulating glycine levels are in clinical development for improving cognition in schizophrenia. However, the functional relevance of the regulation of glycine metabolism by endogenous enzymes is unclear. Using a chromosome-engineered allelic series in mice, we report that a triplication of the gene encoding the glycine-catabolizing enzyme glycine decarboxylase (GLDC) - as found on a small supernumerary marker chromosome in patients with psychosis - reduces extracellular glycine levels as determined by optical fluorescence resonance energy transfer (FRET) in dentate gyrus (DG) and suppresses long-term potentiation (LTP) in mPP-DG synapses but not in CA3-CA1 synapses, reduces the activity of biochemical pathways implicated in schizophrenia and mitochondrial bioenergetics, and displays deficits in schizophrenia-like behaviors which are in part known to be dependent on the activity of the dentate gyrus, e.g., prepulse inhibition, startle habituation, latent inhibition, working memory, sociability and social preference. Our results demonstrate that Gldc negatively regulates long-term synaptic plasticity in the dentate gyrus in mice, suggesting that an increase in GLDC copy number possibly contributes to the development of psychosis in humans.
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Affiliation(s)
- Maltesh Kambali
- Department of Comparative Biosciences, College of Veterinary Medicine, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - Yan Li
- Cellular Neurobiology Laboratory, McLean Hospital Belmont, Belmont, MA, USA
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Petr Unichenko
- Institute of Cellular Neurosciences, Medical Faculty, University of Bonn, Bonn, Germany
| | | | - Rachita Yadav
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jing Liu
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA
- Laboratory of Genetic Neuropharmacology, McLean Hospital, Belmont, MA, USA
| | - Patrick McGuinness
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA
- Laboratory of Genetic Neuropharmacology, McLean Hospital, Belmont, MA, USA
| | - Johanna G Cobb
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA
- Laboratory of Genetic Neuropharmacology, McLean Hospital, Belmont, MA, USA
| | - Muxiao Wang
- Department of Comparative Biosciences, College of Veterinary Medicine, University of Illinois Urbana-Champaign, Urbana, IL, USA
- Neuroscience Program, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - Rajasekar Nagarajan
- Department of Comparative Biosciences, College of Veterinary Medicine, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - Jinrui Lyu
- Department of Comparative Biosciences, College of Veterinary Medicine, University of Illinois Urbana-Champaign, Urbana, IL, USA
- Neuroscience Program, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - Vanessa Vongsouthi
- Research School of Chemistry, Australian National University, Canberra, ACT, Australia
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Australian National University, Canberra, ACT, 2601, Australia
| | - Colin J Jackson
- Research School of Chemistry, Australian National University, Canberra, ACT, Australia
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Australian National University, Canberra, ACT, 2601, Australia
| | - Elif Engin
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA
- Laboratory of Genetic Neuropharmacology, McLean Hospital, Belmont, MA, USA
| | - Joseph T Coyle
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Jaeweon Shin
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Nathaniel W Hodgson
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, MA, USA
- Center for Brain Science, Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA, USA
| | - Takao K Hensch
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, Boston, MA, USA
- Center for Brain Science, Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA, USA
| | - Michael E Talkowski
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Gregg E Homanics
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Vadim Y Bolshakov
- Cellular Neurobiology Laboratory, McLean Hospital Belmont, Belmont, MA, USA
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Christian Henneberger
- Institute of Cellular Neurosciences, Medical Faculty, University of Bonn, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Uwe Rudolph
- Department of Comparative Biosciences, College of Veterinary Medicine, University of Illinois Urbana-Champaign, Urbana, IL, USA.
- Deparment of Psychiatry, Harvard Medical School, Boston, MA, USA.
- Laboratory of Genetic Neuropharmacology, McLean Hospital, Belmont, MA, USA.
- Neuroscience Program, University of Illinois Urbana-Champaign, Urbana, IL, USA.
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Champaign, IL, USA.
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13
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Tay JL, Ang YL, Tam WWS, Sim K. Accuracy of machine learning methods in predicting prognosis of patients with psychotic spectrum disorders: a systematic review. BMJ Open 2025; 15:e084463. [PMID: 40000074 PMCID: PMC12083271 DOI: 10.1136/bmjopen-2024-084463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 01/13/2025] [Indexed: 02/27/2025] Open
Abstract
OBJECTIVES We aimed to examine the predictive accuracy of functioning, relapse or remission among patients with psychotic disorders, using machine learning methods. We also identified specific features that were associated with these clinical outcomes. DESIGN The methodology of this review was guided by the Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy. DATA SOURCES CINAHL, EMBASE, PubMed, PsycINFO, Scopus and ScienceDirect were searched for relevant articles from database inception until 21 November 2024. ELIGIBILITY CRITERIA Studies were included if they involved the use of machine learning methods to predict functioning, relapse and/or remission among individuals with psychotic spectrum disorders. DATA EXTRACTION AND SYNTHESIS Two independent reviewers screened the records from the database search. Risk of bias was evaluated using the Quality Assessment of Diagnostic Accuracy Studies tool from Cochrane. Synthesised findings were presented in tables. RESULTS 23 studies were included in the review, which were mostly conducted in the west (91%). Predictive summary area under the curve values for functioning, relapse and remission were 0.63-0.92 (poor to outstanding), 0.45-0.95 (poor to outstanding), 0.70-0.79 (acceptable), respectively. Logistic regression and random forest were the best performing algorithms. Factors influencing outcomes included demographic (age, ethnicity), illness (duration of untreated illness, types of symptoms), functioning (baseline functioning, interpersonal relationships and activity engagement), treatment variables (use of higher doses of antipsychotics, electroconvulsive therapy), data from passive sensor (call log, distance travelled, time spent in certain locations) and online activities (time of use, use of certain words, changes in search frequencies and length of queries). CONCLUSION Machine learning methods show promise in the prediction of prognosis (specifically functioning, relapse and remission) of mental disorders based on relevant collected variables. Future machine learning studies may want to focus on the inclusion of a broader swathe of variables including ecological momentary assessments, with a greater amount of good quality big data covering longer longitudinal illness courses and coupled with external validation of study findings. PROSPERO REGISTRATION NUMBER The review was registered on PROSPERO, ID: CRD42023441108.
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Affiliation(s)
| | - Yun Ling Ang
- Department of Nursing, Institute of Mental Health, Singapore
| | - Wilson W S Tam
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Kang Sim
- West Region, Institute of Mental Health, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
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14
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Cuesta MJ, Gil-Berrozpe GJ, Sánchez-Torres AM, Moreno-Izco L, García de Jalón E, Peralta V, SEGPEPs Group. Multidimensional outcome of first-episode psychosis: a network analysis. Psychol Med 2025; 55:e29. [PMID: 39909849 PMCID: PMC12017362 DOI: 10.1017/s0033291724003465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 11/28/2024] [Accepted: 11/30/2024] [Indexed: 02/07/2025]
Abstract
BACKGROUND Few studies have examined the long-term outcomes of first-episode psychosis (FEP) among patients beyond symptomatic and functional remission. This study aimed to broaden the scope of outcome indicators by examining the relationships between 12 outcomes of FEP patients at 20.9 years after their initial diagnosis. METHODS At follow-up, 220 out of 550 original patients underwent a new assessment. Twelve outcomes were assessed via semistructured interviews and complementary scales: symptom severity, functional impairment, personal recovery, social disadvantage, physical health, number of suicide attempts, number of episodes, current drug use, dose-years of antipsychotics (DYAps), cognitive impairment, motor abnormalities, and DSM-5 final diagnosis. The relationships between these outcome measures were investigated using Spearman's correlation analysis and exploratory factor analysis, while the specific connections between outcomes were ascertained using network analysis. RESULTS The outcomes were significantly correlated; specifically, symptom severity, functioning, and personal recovery showed the strongest correlations. Exploratory factor analysis of the 12 outcomes revealed two factors, with 11 of the 12 outcomes loading on the first factor. Network analysis revealed that symptom severity, functioning, social disadvantage, diagnosis, cognitive impairment, DYAps, and number of episodes were the most interconnected outcomes. CONCLUSION Network analysis provided new insights into the heterogeneity between outcomes among patients with FEP. By considering outcomes beyond symptom severity, the rich net of interconnections elucidated herein can facilitate the development of interventions that target potentially modifiable outcomes and generalize their impact on the most interconnected outcomes.
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Affiliation(s)
- Manuel J Cuesta
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Gustavo J Gil-Berrozpe
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Ana M Sánchez-Torres
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Departament of Health Sciences, Universidad Pública de Navarra (UPNA), Pamplona, Spain
| | - Lucía Moreno-Izco
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Elena García de Jalón
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Mental Health Department, Servicio Navarro de Salud, Pamplona, Spain
| | - Víctor Peralta
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Mental Health Department, Servicio Navarro de Salud, Pamplona, Spain
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15
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Peralta V, de Jalón EG, Moreno-Izco L, Peralta D, Janda L, Sánchez-Torres AM, Cuesta MJ. Social exclusion as a major outcome domain of psychotic disorders: early predictors, and associations with non-recovery and clinical staging 21 years after a first episode of psychosis. Soc Psychiatry Psychiatr Epidemiol 2025; 60:399-411. [PMID: 38772974 DOI: 10.1007/s00127-024-02650-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 03/03/2024] [Indexed: 05/23/2024]
Abstract
PURPOSE People with psychotic disorders have high levels of social exclusion; however, little is known about its early predictors. We present a long-term observational cohort study aimed at examining early risk factors for later social exclusion. METHODS A total of 243 subjects were assessed at their first psychotic episode for early risk factors including sociodemographic variables, familial risk of major mental disorders, perinatal complications, childhood factors, and adolescent factors and re-assessed after a mean follow-up of 21 years for 12 social exclusion domains: leisure activities, housing, work, income, neighborhood deprivation, educational attainment, physical and mental health, family and social support, legal competence, and discrimination. The ability of risk factors to predict social exclusion was examined using hierarchical linear regression. RESULTS Overall social exclusion was independently predicted by low parental socio-economic status, length of follow-up, familial risk of schizophrenia, obstetric complications, neurodevelopmental delay, poor childhood adjustment, childhood adversity, poor adolescent social networks, poor adolescent adjustment, and low premorbid IQ. The model explained 58.2% of the variance in total social exclusion score. Each social exclusion domain was predicted by a different set of variables, which explained between 17.8 and 57.0% of their variance, although low socio-economic status, familial risk of schizophrenia, obstetric complications, childhood adversity, and poor social networks predicted most of the social exclusion domains. CONCLUSION Early risk factors strongly predicted later social exclusion. A multifaceted approach to preventing later social exclusion is crucial in people with a first episode of psychosis and early risk factors of social exclusion.
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Affiliation(s)
- Victor Peralta
- Mental Health Department, Servicio Navarro de Salud, Pamplona, Spain.
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain.
| | - Elena García de Jalón
- Mental Health Department, Servicio Navarro de Salud, Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
| | - Lucía Moreno-Izco
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain
| | - David Peralta
- Mental Health Department, Servicio Navarro de Salud, Pamplona, Spain
| | - Lucía Janda
- Mental Health Department, Servicio Navarro de Salud, Pamplona, Spain
| | - Ana M Sánchez-Torres
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Departamento de Ciencias de la Salud, Universidad Pública de Navarra (UPNA), Campus de Arrosadia, 31006, Pamplona, Spain
| | - Manuel J Cuesta
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain
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16
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Shackman AJ, Smith JF, Orth RD, Savage CLG, Didier PR, McCarthy JM, Bennett ME, Blanchard JJ. Blunted Ventral Striatal Reactivity to Social Reward Is Associated with More Severe Motivation and Pleasure Deficits in Psychosis. Schizophr Bull 2025:sbae221. [PMID: 39779457 DOI: 10.1093/schbul/sbae221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
BACKGROUND AND HYPOTHESIS Among individuals living with psychotic disorders, social impairment is common, debilitating, and challenging to treat. While the roots of this impairment are undoubtedly complex, converging lines of evidence suggest that social motivation and pleasure (MAP) deficits play a central role. Yet most neuroimaging studies have focused on monetary rewards, precluding decisive inferences. STUDY DESIGN Here we leveraged parallel social and monetary incentive delay functional magnetic resonance imaging paradigms to test whether blunted reactivity to social incentives in the ventral striatum-a key component of the distributed neural circuit mediating appetitive motivation and hedonic pleasure-is associated with more severe MAP symptoms in a transdiagnostic adult sample enriched for psychosis. To maximize ecological validity and translational relevance, we capitalized on naturalistic audiovisual clips of an established social partner expressing positive feedback. STUDY RESULTS Although both paradigms robustly engaged the ventral striatum, only reactivity to social incentives was associated with clinician-rated MAP deficits. This association remained significant when controlling for other symptoms, binary diagnostic status, or striatal reactivity to monetary incentives. Follow-up analyses suggested that this association predominantly reflects diminished activation during the presentation of social reward. CONCLUSIONS These observations provide a neurobiologically grounded framework for conceptualizing the social-anhedonia symptoms and social impairments that characterize many individuals living with psychotic disorders and underscore the need to develop targeted intervention strategies.
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Affiliation(s)
- Alexander J Shackman
- Department of Psychology, University of Maryland, College Park, MD 20742, United States
- Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD 20742, United States
- Maryland Neuroimaging Center, University of Maryland, College Park, MD 20742, United States
| | - Jason F Smith
- Department of Psychology, University of Maryland, College Park, MD 20742, United States
| | - Ryan D Orth
- Department of Psychology, University of Maryland, College Park, MD 20742, United States
| | - Christina L G Savage
- Department of Psychology, University of Maryland, College Park, MD 20742, United States
| | - Paige R Didier
- Department of Psychology, University of Maryland, College Park, MD 20742, United States
| | - Julie M McCarthy
- Division of Psychotic Disorders, McLean Hospital, Belmont, MA 02478, United States
- Department of Psychiatry, Harvard Medical School, Boston, MA 02115, United States
| | - Melanie E Bennett
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD 21201, United States
| | - Jack J Blanchard
- Department of Psychology, University of Maryland, College Park, MD 20742, United States
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17
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Giuliani L, Sanmarchi F, Mucci A, Rucci P, Caporusso E, Bucci P, Giordano GM, Amore M, Rocca P, Rossi A, Bertolino A, Galderisi S, Maj M. Investigating the causal pathways among psychopathological variables, cognitive impairment, and real-life functioning in people with schizophrenia. SCHIZOPHRENIA (HEIDELBERG, GERMANY) 2025; 11:1. [PMID: 39753575 PMCID: PMC11698981 DOI: 10.1038/s41537-024-00545-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 12/04/2024] [Indexed: 01/06/2025]
Abstract
The present study aimed to investigate the causal relationships among cognitive impairment, psychopathology, and real-life functioning in a large sample of people with schizophrenia, using a data-driven causal discovery procedure based on partial ancestral graphs (PAGs). This method may provide additional insights for the identification of potential therapeutic targets to promote recovery in people with chronic schizophrenia. State-of-the-art instruments were used to assess the study variables. Two PAGs were generated at baseline and after 4 years of follow-up to model the nature of the causal relationships linking psychopathology, cognition, and functioning. The study sample was composed of more than 600 clinically stable patients with schizophrenia at two time points. The PAGs model indicated that working memory impairment is the first ancestor of the causal links, influencing all the other neurocognitive domains, social cognition, and functional capacity, which in turn affects everyday life functioning. From this domain of functioning a causal link is directed to disorganization and positive symptoms, and another to work skills and interpersonal relationships domains; the latter had a direct link to asociality and the other domains of negative symptoms. The structure of the PAGs did not differ significantly between baseline and follow-up, indicating the stability of the causal relationship model investigated cross-sectionally at both time points. The role of working memory impairment in the pathways to functional outcomes in schizophrenia highlights the importance of implementing integrated pharmacological and cognitive remediation interventions targeting neurocognition. The impact of everyday life and interpersonal functioning on the clinical presentation of schizophrenia suggests that integrated and personalized treatments, promoting relevant skills to improve these functional outcomes, may have a beneficial impact on clinical outcomes.
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Affiliation(s)
- Luigi Giuliani
- Department of Psychiatry, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Francesco Sanmarchi
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Armida Mucci
- Department of Psychiatry, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy.
| | - Paola Rucci
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Edoardo Caporusso
- Department of Psychiatry, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Paola Bucci
- Department of Psychiatry, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Giulia M Giordano
- Department of Psychiatry, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Mario Amore
- Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics and Maternal and Child Health, Section of Psychiatry, University of Genoa, 16132, Genoa, Italy
| | - Paola Rocca
- Department of Neuroscience, Section of Psychiatry, University of Turin, 10126, Turin, Italy
| | - Alessandro Rossi
- Department of Biotechnological and Applied Clinical Sciences, Section of Psychiatry, University of L'Aquila, L'Aquila, Italy
| | - Alessandro Bertolino
- Department of Basic Medical Science, Neuroscience and Sense Organs, University of Bari 'Aldo Moro', Bari, Italy
| | - Silvana Galderisi
- Department of Psychiatry, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
| | - Mario Maj
- Department of Psychiatry, University of Campania "Luigi Vanvitelli", 80138, Naples, Italy
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18
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Djordjevic M, Jongsma HE, Simons CJP, Oomen PP, de Haan L, Boonstra N, Kikkert M, Koops S, Geraets CNW, Begemann MJH, Marcelis M, Veling W. Associations between momentary mental states and concurrent social functioning after remission from first episode psychosis: A HAMLETT ecological momentary assessment study. J Psychiatr Res 2025; 181:560-569. [PMID: 39708772 DOI: 10.1016/j.jpsychires.2024.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Revised: 11/27/2024] [Accepted: 12/01/2024] [Indexed: 12/23/2024]
Abstract
BACKGROUND Symptom severity and social functioning are important outcomes after first episode psychosis (FEP), yet current evidence about associations between them is inconsistent and lacks (subclinical) momentary insights. METHODS The current Ecological Momentary Assessment (EMA) study was conducted in 58 people in remission from FEP, as part of the HAMLETT (Handling Antipsychotic Medication: Long-term Evaluation of Targeted Treatment) trial. At baseline, participants were prompted to report momentary mental states and social context 10x/day for eight consecutive days, including psychotic experiences (PEs), motivation/drive and negative affect, that may indicate proxies of (subclinical) psychotic, negative and general affective symptoms, respectively. We employed multilevel mixed-effects regressions to investigate associations between self-reported mental states and concurrent activity or social company and subjective appraisal thereof. We also conducted retrospective clinical assessments of symptoms (PANSS) and social functioning (WHODAS 2.0) and investigated their cross-sectional associations using multivariable linear regression. RESULTS Analyses of 3101 EMA-questionnaires showed that lower motivation/drive was associated with more passive activity and less company (OR = 0.96 [95%CI: 0.96; 0.97], OR = 0.95 [95%CI: 0.93; 0.96], N.B. ORs per 1-point symptom-score change). PEs and negative affect were associated with more proactive activity (OR = 1.02 [95%CI: 1.00; 1.03], OR = 1.02 [95%CI: 1.01; 1.03]). All three mental state domains were associated with lower activity appraisal overall, though activity-specific associations differed. PEs and negative affect were associated with lower company appraisal (B = -0.25 [95%CI: -0.36; -0.14], B = -0.15 [95%CI: -0.23; -0.06]). When assessed retrospectively, only PANSS general psychopathology was associated with poorer social functioning (B = 2.52 [95%CI: 1.69; 3.34]). CONCLUSION Self-reported PEs, momentary motivation/drive and general affective symptoms are associated with daily-life functioning after remission from FEP. Retrospective observer-rated and momentary self-report assessment methods do not measure the same aspects or intensity of psychopathology.
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Affiliation(s)
- Matej Djordjevic
- University of Groningen, University Medical Center Groningen, University Center for Psychiatry, Hanzeplein 1, PO Box 30.001, 9700 GZ, Groningen, the Netherlands.
| | - Hannah E Jongsma
- University of Groningen, University Medical Center Groningen, University Center for Psychiatry, Hanzeplein 1, PO Box 30.001, 9700 GZ, Groningen, the Netherlands; Center for Transcultural Psychiatry Veldzicht, Ommerweg 67, Balkbrug, 7707 AT, the Netherlands.
| | - Claudia J P Simons
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Universiteitssingel 40, 6229 ER, Maastricht, the Netherlands; Institute for Mental Health Care Eindhoven (GGzE), Vestdijk 61, 5611 CA, Eindhoven, the Netherlands.
| | - Priscilla P Oomen
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Universiteitssingel 40, 6229 ER, Maastricht, the Netherlands; Institute for Mental Health Care Eindhoven (GGzE), Vestdijk 61, 5611 CA, Eindhoven, the Netherlands
| | - Lieuwe de Haan
- Department of Early Psychosis, Amsterdam University Medical Center, Meibergdreef 5, 1105 AZ, Amsterdam, the Netherlands
| | - Nynke Boonstra
- NHL/Stenden, University of Applied Sciences, Rengerslaan 8-10, 8917 DD, Leeuwarden, the Netherlands; KieN VIP Mental Health Care Services, Oosterkade 72, 8911 KJ, Leeuwarden, the Netherlands; Department of Psychiatry, UMC Utrecht Brain Center, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, the Netherlands
| | - Martijn Kikkert
- Department of Research, Arkin Mental Health Care, Klaprozenweg 111, 1033 NN, Amsterdam, the Netherlands
| | - Sanne Koops
- University of Groningen, University Medical Center Groningen, University Center for Psychiatry, Hanzeplein 1, PO Box 30.001, 9700 GZ, Groningen, the Netherlands
| | - Chris N W Geraets
- University of Groningen, University Medical Center Groningen, University Center for Psychiatry, Hanzeplein 1, PO Box 30.001, 9700 GZ, Groningen, the Netherlands.
| | - Marieke J H Begemann
- University of Groningen, University Medical Center Groningen, University Center for Psychiatry, Hanzeplein 1, PO Box 30.001, 9700 GZ, Groningen, the Netherlands
| | - Machteld Marcelis
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Universiteitssingel 40, 6229 ER, Maastricht, the Netherlands; Institute for Mental Health Care Eindhoven (GGzE), Vestdijk 61, 5611 CA, Eindhoven, the Netherlands
| | - Wim Veling
- University of Groningen, University Medical Center Groningen, University Center for Psychiatry, Hanzeplein 1, PO Box 30.001, 9700 GZ, Groningen, the Netherlands
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von Heyden M, Grube P, Sack M, Wiesner J, Frank O, Becker K, Heintz S, Reinhard I, Hohmann S, Hirjak D, Meyer-Lindenberg A, Braun U. Intensive Longitudinal Social Sensing in Patients With Psychosis Spectrum Disorders: An Exploratory Pilot Study. Schizophr Bull 2024; 51:236-246. [PMID: 38522431 PMCID: PMC11661950 DOI: 10.1093/schbul/sbae032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/26/2024]
Abstract
BACKGROUND Psychosis spectrum disorders are characterized by significant alterations in social functioning, which is a major factor for patient recovery. Despite its importance, objectively quantifying the complex day-to-day social behavior in real-life settings has rarely been attempted. Here, we conducted a pilot study with wearable sensors that passively and continuously register interactions with other participants. We hypothesized that the amount and pattern of social interaction was associated with the severity of psychotic symptoms. STUDY DESIGN We recruited 7 patients with psychosis spectrum disorders and 18 team members from a Soteria-style ward. Each participant wore a radio frequency identification badge, sending and receiving signals from nearby badges, allowing passive quantification of social interactions. In addition, symptom severity was assessed weekly by the Positive and Negative Syndrome Scale (PANSS). STUDY RESULTS During an 11-week period, we identified 17 970 interactions among patients and staff. On average, patients spent 2.6 h per day interacting, capturing relevant aspects of daily social life. Relative daily interaction time, average interaction duration, and clustering coefficient, a measure of local network integration, were significantly associated with lower PANSS scores. Self-reported interaction time did not correlate with measured interaction time or with PANSS, indicating the importance of objective markers. CONCLUSIONS This pilot study demonstrates the feasibility of passively recording social interaction of patients and staff at high resolution and for a long observation period in a real-life setting in a psychiatric department. We show links between quantified social interaction and psychopathology that may facilitate development and personalization of targeted treatments.
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Affiliation(s)
- Moritz von Heyden
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
- Hector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, University Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
| | - Paul Grube
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
- Hector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, University Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
| | - Markus Sack
- Department of Neuroimaging, Central Institute of Mental Health, University Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
| | - Johannes Wiesner
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
- Hector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, University Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
| | - Oliver Frank
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
- Hector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, University Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
| | - Kathrin Becker
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, University Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
| | - Stefan Heintz
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, University Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
| | - Iris Reinhard
- Department of Biostatistics, Central Institute of Mental Health, University Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
| | - Sarah Hohmann
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, University Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Dusan Hirjak
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
| | - Andreas Meyer-Lindenberg
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
- German Center for Mental Health, Partner site Mannheim-Heidelberg-Ulm
| | - Urs Braun
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
- Hector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, University Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
- German Center for Mental Health, Partner site Mannheim-Heidelberg-Ulm
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20
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Starzer M, Hansen HG, Hjorthøj C, Albert N, Glenthøj LB, Nordentoft M. Long-term quality of life and social disconnection 20 years after a first episode psychosis, results from the 20-year follow-up of the OPUS trial. Schizophr Res 2024; 274:33-45. [PMID: 39245592 DOI: 10.1016/j.schres.2024.08.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 08/26/2024] [Accepted: 08/28/2024] [Indexed: 09/10/2024]
Abstract
OBJECTIVE Schizophrenia disorders severely impact social and occupational function and reduce quality of life, furthermore patients often suffer from social withdrawal and isolation. The aim of this study was to investigate long-term quality of life and social disconnection and determine 10-year changes in quality of life and social disconnection later in life in association with changes in symptom severity, cognition, and global function. METHODS We used assessments of quality of life and assessor rated social disconnection from the 10- and 20-year follow-up of the OPUS trial to examined 10-year changes in self-rated quality of life and social disconnection in the later stage of illness following a first episode psychosis. Self-rated social disconnection was only assessed in the 174 participants of the 20-year follow-up. RESULTS Twenty years after a first episode psychosis only half of the participants reported having face-to-face contact with someone in their network more than once a week, while 90 % reported often or always being able to get emotional support when needed. Quality of life ratings were lower in our study population compared to the general population. On average physical and environmental quality of life worsened from the 10- to the 20-year follow-up while psychological and social quality of life remained stable. All quality-of-life domains were associated with negative symptoms (physical QoL: b = -6.6, p < 0.001, psychological QoL: b = -8, p < 0.001, social QoL: b = -5.7, p < 0.001 and environmental QoL: b = -6.5, p < 0.001) and global function (physical QoL: b = -0. 47, p < 0.001, psychological QoL: b = 0.52, p < 0.001, social QoL: b = 0.31, p < 0.001 and environmental QoL: b = 0.49, p < 0.001). CONCLUSION Social disconnection seems to persist over time. Social disconnection and quality of life were associated with negative symptoms and poor functioning, therefore interventions aimed at improving global and social function might likely also improve quality of life.
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Affiliation(s)
- Marie Starzer
- Copenhagen Research Center for Mental Health - CORE, Mental Health Center Copenhagen, Copenhagen, Mental Health Services in the Capital Region, Denmark; University of Copenhagen, Department of Clinical Medicine, Copenhagen, Denmark.
| | - Helene Gjervig Hansen
- Copenhagen Research Center for Mental Health - CORE, Mental Health Center Copenhagen, Copenhagen, Mental Health Services in the Capital Region, Denmark; University of Copenhagen, Department of Clinical Medicine, Copenhagen, Denmark
| | - Carsten Hjorthøj
- Copenhagen Research Center for Mental Health - CORE, Mental Health Center Copenhagen, Copenhagen, Mental Health Services in the Capital Region, Denmark; University of Copenhagen, Department of Public Health, Section of Epidemiology, Copenhagen, Denmark
| | - Nikolai Albert
- Copenhagen Research Center for Mental Health - CORE, Mental Health Center Copenhagen, Copenhagen, Mental Health Services in the Capital Region, Denmark; Mental Health Center Amager, Copenhagen University Hospital - Mental Health Services CPH, Copenhagen, Denmark
| | - Louise Birkedal Glenthøj
- Copenhagen Research Center for Mental Health - CORE, Mental Health Center Copenhagen, Copenhagen, Mental Health Services in the Capital Region, Denmark; Department of Psychology, University of Copenhagen, Denmark
| | - Merete Nordentoft
- Copenhagen Research Center for Mental Health - CORE, Mental Health Center Copenhagen, Copenhagen, Mental Health Services in the Capital Region, Denmark; University of Copenhagen, Department of Clinical Medicine, Copenhagen, Denmark
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21
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Catalan A, Salazar de Pablo G, Aymerich C, Guinart D, Goena J, Madaria L, Pacho M, Alameda L, Garrido-Torres N, Pedruzo B, Rubio JM, Gonzalez-Torres MA, Fusar-Poli P, Correll CU. "Short" Versus "Long" Duration of Untreated Psychosis in People with First-Episode Psychosis: A Systematic Review and Meta-Analysis of Baseline Status and Follow-Up Outcomes. Schizophr Bull 2024:sbae201. [PMID: 39580760 DOI: 10.1093/schbul/sbae201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2024]
Abstract
BACKGROUND AND HYPOTHESIS Duration of untreated psychosis (DUP) has been linked to worse mental health outcomes in psychotic disorders. We meta-analytically studied the relationship between "long" vs. "short" DUP and mental health outcomes. STUDY DESIGN This PRISMA/MOOSE-compliant meta-analysis searched for nonoverlapping individual studies from database inception until November 01, 2023, reporting data from author-defined "short"/"long" DUP (according to author's definition) in patients with first-episode psychosis (FEP). We compared differences between "short"/"long" DUP groups at baseline and/or follow-up in continuous and binary outcomes. We conducted random-effects meta-analyses, stratified analyses, heterogeneity analyses, meta-regression analyses, and quality assessment (PROSPERO: CRD42023479321). STUDY RESULTS From 16,055 citations, 34 studies were included (n = 6,425, age = 27.5 ± 7.1 years, males = 60.4%, white = 70.2%, DUP: mean = 60.8 ± 43.8 weeks, median = 52.5, interquartile range = 31.3, 68.0 weeks, follow-up = 19.2 ± 35.0 months). The definition of "short"/"long" varies significantly between the studies. Compared to "short" DUP (mean = 10.2 ± 11.2 weeks), "long" DUP (mean = 58.8 ± 76.4 weeks) was associated with higher baseline Positive and Negative Syndrome Scale (PANSS) negative (k = 14, ES = 0.45, 95%CI = 0.16, 0.74) and Scale for the Assessment of Negative Symptoms (k = 7, ES = 0.29, 95%CI = 0.11, 0.47) scores, lower remission (k = 7, OR = 0.40, 95%CI = 0.24, 0.67) and more suicide attempts (k = 4, OR = 2.01, 95%CI = 1.36, 2.96). At follow-up, compared to "short" DUP, "long" DUP was associated with lower Global Assessment of Functioning (k = 4, ES = -0.63, 95%CI = -0.83, -0.43) and higher PANSS negative subscale scores (k = 5, ES = 0.66, 95%CI = 0.05, 1.27). CONCLUSIONS In FEP, longer DUP is related to greater baseline negative symptoms, less remission, and more suicide attempts, as well as greater postbaseline negative symptom severity and functional disability. To what degree longer DUP contributes to poorer outcomes or whether DUP only correlates with these outcomes requires further study. A greater consensus on the definition of long DUP is needed to make comparisons between studies more feasible.
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Affiliation(s)
- Ana Catalan
- Department of Psychiatry, Basurto University Hospital, OSI Bilbao-Basurto, 48013 Bilbao, Spain
- Department of Psychosis Studies, Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Institute of Psychiatry, Psychology & Neuroscience, King's College London, SE5 8AB London, UK
- Biobizkaia Health Research Institute, Plaza de Cruces 12, 48903 Barakaldo, Bizkaia, Spain
- Department of Neuroscience, University of the Basque Country UPV/EHU, 48940 Leioa, Biscay, Spain
- Spanish Network for Research in Mental Health, Carlos III Institute (CIBERSAM, ISCIII), 28029 Seville, Spain
| | - Gonzalo Salazar de Pablo
- Department of Psychosis Studies, Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Institute of Psychiatry, Psychology & Neuroscience, King's College London, SE5 8AB London, UK
- Spanish Network for Research in Mental Health, Carlos III Institute (CIBERSAM, ISCIII), 28029 Seville, Spain
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's College London, SE5 8AB London, UK
- Child and Adolescent Mental Health Services, South London and Maudsley NHS Foundation Trust, SE5 8AZ London, UK
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón School of Medicine, Universidad Complutense, IiSGM 28009, Madrid, Spain
| | - Claudia Aymerich
- Department of Psychiatry, Basurto University Hospital, OSI Bilbao-Basurto, 48013 Bilbao, Spain
- Biobizkaia Health Research Institute, Plaza de Cruces 12, 48903 Barakaldo, Bizkaia, Spain
- Department of Neuroscience, University of the Basque Country UPV/EHU, 48940 Leioa, Biscay, Spain
- Spanish Network for Research in Mental Health, Carlos III Institute (CIBERSAM, ISCIII), 28029 Seville, Spain
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's College London, SE5 8AB London, UK
| | - Daniel Guinart
- Department of Psychiatry, The Zucker Hillside Hospital, Northwell Health, Glen Oaks, 11004 NY, United States
- Department of Psychiatry and Molecular Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead 11549, NY, United States
- Institute of Behavioral Science, The Feinstein Institutes for Medical Research, Manhasset 11030, NY, United States
- Institut de Salut Mental, Hospital del Mar Research Institute (CIBERSAM), 08003 Barcelona, Spain
| | - Javier Goena
- Department of Psychiatry, Basurto University Hospital, OSI Bilbao-Basurto, 48013 Bilbao, Spain
- Biobizkaia Health Research Institute, Plaza de Cruces 12, 48903 Barakaldo, Bizkaia, Spain
- Department of Psychiatry and Clinical Psychology, Clínica Universidad de Navarra, 31009 Pamplona, Spain
| | - Lander Madaria
- Department of Psychiatry, Basurto University Hospital, OSI Bilbao-Basurto, 48013 Bilbao, Spain
- Department of Neuroscience, University of the Basque Country UPV/EHU, 48940 Leioa, Biscay, Spain
| | - Malein Pacho
- Department of Psychiatry, Basurto University Hospital, OSI Bilbao-Basurto, 48013 Bilbao, Spain
| | - Luis Alameda
- Department of Psychosis Studies, Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Institute of Psychiatry, Psychology & Neuroscience, King's College London, SE5 8AB London, UK
- Service of General Psychiatry, Treatment and Early Intervention in Psychosis Program (TIPP), Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland
- Mental Health Clinical Management Unit, Virgen del Rocío University Hospital, 41013 Seville, Spain
| | - Nathalia Garrido-Torres
- Spanish Network for Research in Mental Health, Carlos III Institute (CIBERSAM, ISCIII), 28029 Seville, Spain
- Mental Health Clinical Management Unit, Virgen del Rocío University Hospital, 41013 Seville, Spain
| | - Borja Pedruzo
- Department of Psychiatry, Basurto University Hospital, OSI Bilbao-Basurto, 48013 Bilbao, Spain
- Department of Neuroscience, University of the Basque Country UPV/EHU, 48940 Leioa, Biscay, Spain
- Spanish Network for Research in Mental Health, Carlos III Institute (CIBERSAM, ISCIII), 28029 Seville, Spain
| | - Jose M Rubio
- Department of Psychiatry, The Zucker Hillside Hospital, Northwell Health, Glen Oaks, 11004 NY, United States
- Department of Psychiatry and Molecular Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead 11549, NY, United States
- Institute of Behavioral Science, The Feinstein Institutes for Medical Research, Manhasset 11030, NY, United States
| | - Miguel Angel Gonzalez-Torres
- Department of Psychiatry, Basurto University Hospital, OSI Bilbao-Basurto, 48013 Bilbao, Spain
- Biobizkaia Health Research Institute, Plaza de Cruces 12, 48903 Barakaldo, Bizkaia, Spain
- Department of Neuroscience, University of the Basque Country UPV/EHU, 48940 Leioa, Biscay, Spain
- Spanish Network for Research in Mental Health, Carlos III Institute (CIBERSAM, ISCIII), 28029 Seville, Spain
| | - Paolo Fusar-Poli
- Department of Psychosis Studies, Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Institute of Psychiatry, Psychology & Neuroscience, King's College London, SE5 8AB London, UK
- Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy
- Outreach and Support in South-London (OASIS) Service, South London and Maudlsey (SLaM) NHS Foundation Trust, SE11 5DL London, United Kingdom
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig-Maximilian-University, 80336 Munich, Germany
| | - Christoph U Correll
- Department of Psychiatry, The Zucker Hillside Hospital, Northwell Health, Glen Oaks, 11004 NY, United States
- Department of Psychiatry and Molecular Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead 11549, NY, United States
- Institute of Behavioral Science, The Feinstein Institutes for Medical Research, Manhasset 11030, NY, United States
- Department of Child and Adolescent Psychiatry, Charité Universitätsmedizin Berlin, 13353 Berlin, Germany
- German Center for Mental Health (DZPG), 10117 Berlin, Germany
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22
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Socrates AJ, Mullins N, Gur RC, Gur RE, Stahl E, O'Reilly PF, Reichenberg A, Jones H, Zammit S, Velthorst E. Polygenic risk of social isolation behavior and its influence on psychopathology and personality. Mol Psychiatry 2024; 29:3599-3606. [PMID: 38811692 PMCID: PMC11541194 DOI: 10.1038/s41380-024-02617-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 05/02/2024] [Accepted: 05/16/2024] [Indexed: 05/31/2024]
Abstract
Social isolation has been linked to a range of psychiatric issues, but the behavioral component that drives it is not well understood. Here, a genome-wide associations study (GWAS) was carried out to identify genetic variants that contribute specifically to social isolation behavior (SIB) in up to 449,609 participants from the UK Biobank. 17 loci were identified at genome-wide significance, contributing to a 4% SNP-based heritability estimate. Using the SIB GWAS, polygenic risk scores (PRS) were derived in ALSPAC, an independent, developmental cohort, and used to test for association with self-reported friendship scores, comprising items related to friendship quality and quantity, at age 12 and 18 to determine whether genetic predisposition manifests during childhood development. At age 18, friendship scores were associated with the SIB PRS, demonstrating that the genetic factors can predict related social traits in late adolescence. Linkage disequilibrium (LD) score correlation using the SIB GWAS demonstrated genetic correlations with autism spectrum disorder (ASD), schizophrenia, major depressive disorder (MDD), educational attainment, extraversion, and loneliness. However, no evidence of causality was found using a conservative Mendelian randomization approach between SIB and any of the traits in either direction. Genomic Structural Equation Modeling (SEM) revealed a common factor contributing to SIB, neuroticism, loneliness, MDD, and ASD, weakly correlated with a second common factor that contributes to psychiatric and psychotic traits. Our results show that SIB contributes a small heritable component, which is associated genetically with other social traits such as friendship as well as psychiatric disorders.
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Affiliation(s)
- Adam J Socrates
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Pl., New York, NY, 10029, USA.
| | - Niamh Mullins
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Pl., New York, NY, 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Pl., New York, NY, 10029, USA
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Pl., New York, NY, 10029, USA
| | - Ruben C Gur
- Department of Psychiatry, Perelman School of Medicine and the Lifespan Brain Institute, Penn Medicine and Children's Hospital of Philadelphia, University of Pennsylvania, 3400 Spruce, Philadelphia, PA, 19104, USA
| | - Raquel E Gur
- Department of Psychiatry, Perelman School of Medicine and the Lifespan Brain Institute, Penn Medicine and Children's Hospital of Philadelphia, University of Pennsylvania, 3400 Spruce, Philadelphia, PA, 19104, USA
| | - Eli Stahl
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Pl., New York, NY, 10029, USA
- Regeneron Genetics Centre, Tarrytown, NY, USA
| | - Paul F O'Reilly
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Pl., New York, NY, 10029, USA
| | - Abraham Reichenberg
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Pl., New York, NY, 10029, USA
| | - Hannah Jones
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, BS8 2PR, UK
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 2PR, UK
| | - Stanley Zammit
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 2PR, UK
- Centre for Academic Mental Health, Bristol Medical School, University of Bristol, Bristol, BS8 2PR, UK
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, CF24 4HQ, UK
| | - Eva Velthorst
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Pl., New York, NY, 10029, USA
- Department of Research, Mental Health Organization "GGZ Noord-Holland-Noord,", Heerhugowaard, The Netherlands
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23
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von Hardenberg L, Leopold K, Pfennig A, Kuhn C, Kallenbach M, Aliakbari N, Mehl S, Bechdolf A. Subjective experiences of an acceptance and mindfulness-based group intervention (Feel-Good-Group) in young people with early psychosis. Front Psychiatry 2024; 15:1369629. [PMID: 39435124 PMCID: PMC11492832 DOI: 10.3389/fpsyt.2024.1369629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 08/28/2024] [Indexed: 10/23/2024] Open
Abstract
Background Mindfulness-based interventions are promising psychological treatment approaches that may have more substantial long-lasting intervention effects than cognitive behavioral therapy when treating individuals with early psychosis. A pilot study analyzed mindfulness-based inpatient group therapy's feasibility and potential efficacy (Feel-Good). Objective This paper explores the subjective experiences of participants in the Feel-Good inpatient therapy group to gain insight into the possible changes brought about by the mindfulness-based intervention. Methods A semi-structured change interview was used to examine the experience of ten participants who participated in the Feel-Good intervention and the additional qualitative assessment. The interviews were conducted 16 weeks after the Feel-Good group ended (16-week Follow-Up). Interviews were transcribed verbatim and analyzed using thematic analysis. Results The analysis generated five themes-one about personal changes brought about by the Feel-Good group, three about the group therapy experience, and one about wishes/modification suggestions to change and improve the Feel-Good group. The findings suggested that the Feel-Good group was perceived as very helpful, leading to numerous changes in one's overall well-being and relation to emotions. However, patients recommended a more directive therapeutic style and reduced time required for study assessments. Conclusion Gathering qualitative insight from participants on the Feel-Good intervention revealed meaningful insight into patients' experience of change processes. In addition, participant suggestions help to improve the intervention and study design to increase therapy attendance rates and treatment satisfaction, potentially increasing treatment effectiveness in the future. Clinical trial registration ClinicalTrials.gov, identifier NCT04592042.
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Affiliation(s)
- Laura von Hardenberg
- Department of Psychiatry, Psychotherapy and Psychosomatic Medicine incorporating FRITZ and soulspace, Vivantes Hospital am Urban and Vivantes Hospital im Friedrichshain, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Carl Gustav Carus University Hospital, TUD Dresden University of Technology, Dresden, Germany
| | - Karolina Leopold
- Department of Psychiatry, Psychotherapy and Psychosomatic Medicine incorporating FRITZ and soulspace, Vivantes Hospital am Urban and Vivantes Hospital im Friedrichshain, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Carl Gustav Carus University Hospital, TUD Dresden University of Technology, Dresden, Germany
| | - Andrea Pfennig
- Department of Psychiatry and Psychotherapy, Carl Gustav Carus University Hospital, TUD Dresden University of Technology, Dresden, Germany
| | - Céline Kuhn
- Department of Health and Social Work, University of Applied Sciences Frankfurt am Main, Frankfurt am Main, Germany
| | - Michèle Kallenbach
- Department of Psychiatry, Psychotherapy and Psychosomatic Medicine incorporating FRITZ and soulspace, Vivantes Hospital am Urban and Vivantes Hospital im Friedrichshain, Berlin, Germany
| | - Navid Aliakbari
- Department of Psychiatry, Psychotherapy and Psychosomatic Medicine incorporating FRITZ and soulspace, Vivantes Hospital am Urban and Vivantes Hospital im Friedrichshain, Berlin, Germany
| | - Stephanie Mehl
- Department of Health and Social Work, University of Applied Sciences Frankfurt am Main, Frankfurt am Main, Germany
- Department of Psychiatry and Psychotherapy & Center of Mind, Brain and Behavior, Faculty of Medicine, Philipps-University Marburg, Marburg, Germany
| | - Andreas Bechdolf
- Department of Psychiatry, Psychotherapy and Psychosomatic Medicine incorporating FRITZ and soulspace, Vivantes Hospital am Urban and Vivantes Hospital im Friedrichshain, Berlin, Germany
- Department of Psychiatry and Psychotherapy, CCM, Charité Universitätsmedizin, Berlin, Germany
- German Center for Mental Health (DZPG), Charité Universitätsmedizin, Berlin, Germany
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24
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Jansen JL, Hao J, Bruggeman R, Simons CJP, Van der Pluijm M, Koerts J, Krabbendam L. Unmet Financial Needs of People with Psychotic Disorders-A Cross-Sectional Study in People with Psychotic Disorders, Parents, Siblings, and Controls. J Clin Med 2024; 13:5945. [PMID: 39408005 PMCID: PMC11477704 DOI: 10.3390/jcm13195945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 10/03/2024] [Accepted: 10/04/2024] [Indexed: 10/20/2024] Open
Abstract
Background. Psychotic disorders have a strong negative impact on people's lives, including their financial situation. This study aimed to examine differences in unmet financial needs between people with psychotic disorders, parents, siblings, and controls. Secondly, we aimed to examine whether family clustering contributes to unmet financial needs. Lastly, we aimed to examine to what extent demographic, economic, psychiatric, functional, and cognitive characteristics and substance use predict unmet financial needs in people with psychosis. Methods. Data from the first assessment of people with psychosis (n = 956), siblings (n = 889), parents (n = 858), and controls (n = 496) included in the Genetic Risk and Outcome of Psychosis study were used. Group differences were assessed with Kruskal-Wallis tests (aim 1), while a mixed-effects logistic regression analysis and explorative and confirmative ordinal logistic regression analyses were conducted for aims 2 and 3, respectively. Results. Twenty-four percent of people with psychotic disorders reported unmet financial needs. These levels of unmet financial needs were significantly higher than levels for siblings, parents, and controls. We found a negligible influence of (direct) familial clustering on unmet financial needs. Lastly, cannabis and tobacco use significantly and consistently predicted higher levels of unmet financial needs of people with psychosis. Conclusions. Relatively high levels of unmet financial needs occurred in a heterogeneous group of people with psychosis, especially when people used cannabis or tobacco. Unmet financial needs can have detrimental consequences for mental health, stigmatization, leisure time activities, and social engagement. Thus, it is pivotal to recognize unmet financial needs, especially combined with substance use, as a crucial stressor for people with psychosis.
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Affiliation(s)
- Josephien L. Jansen
- Department of Clinical and Developmental Neuropsychology, University of Groningen, Grote Kruisstraat 2/1, 9712 TS Groningen, The Netherlands;
| | - Jiasi Hao
- Department of Epidemiology, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands;
| | - Richard Bruggeman
- Department of Clinical and Developmental Neuropsychology, University of Groningen, Grote Kruisstraat 2/1, 9712 TS Groningen, The Netherlands;
- Psychosis Department, University Center for Psychiatry, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Claudia J. P. Simons
- Department of Psychiatry and Neuropsychology, Mental Health and Neuroscience Research Institute, Maastricht University Medical Center, Maastricht University, Vijverdalseweg 1, 6226 NB Maastricht, The Netherlands;
- GGzE Institute for Mental Health Care, Dr. Poletlaan 40, 5626 ND Eindhoven, The Netherlands
| | - Marieke Van der Pluijm
- Department of Psychiatry, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 5, 1105 AZ Amsterdam, The Netherlands;
- Arkin, Institute for Mental Health, Klaprozenweg 111, 1033 NN Amsterdam, The Netherlands
| | - Janneke Koerts
- Department of Clinical and Developmental Neuropsychology, University of Groningen, Grote Kruisstraat 2/1, 9712 TS Groningen, The Netherlands;
| | - Lydia Krabbendam
- Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, 1081 BT Amsterdam, The Netherlands;
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25
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Wen J, Antoniades M, Yang Z, Hwang G, Skampardoni I, Wang R, Davatzikos C. Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning. Biol Psychiatry 2024; 96:564-584. [PMID: 38718880 PMCID: PMC11374488 DOI: 10.1016/j.biopsych.2024.04.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 03/29/2024] [Accepted: 04/22/2024] [Indexed: 05/21/2024]
Abstract
Machine learning has been increasingly used to obtain individualized neuroimaging signatures for disease diagnosis, prognosis, and response to treatment in neuropsychiatric and neurodegenerative disorders. Therefore, it has contributed to a better understanding of disease heterogeneity by identifying disease subtypes with different brain phenotypic measures. In this review, we first present a systematic literature overview of studies using machine learning and multimodal magnetic resonance imaging to unravel disease heterogeneity in various neuropsychiatric and neurodegenerative disorders, including Alzheimer's disease, schizophrenia, major depressive disorder, autism spectrum disorder, and multiple sclerosis, as well as their potential in a transdiagnostic framework, where neuroanatomical and neurobiological commonalities were assessed across diagnostic boundaries. Subsequently, we summarize relevant machine learning methodologies and their clinical interpretability. We discuss the potential clinical implications of the current findings and envision future research avenues. Finally, we discuss an emerging paradigm called dimensional neuroimaging endophenotypes. Dimensional neuroimaging endophenotypes dissects the neurobiological heterogeneity of neuropsychiatric and neurodegenerative disorders into low-dimensional yet informative, quantitative brain phenotypic representations, serving as robust intermediate phenotypes (i.e., endophenotypes), presumably reflecting the interplay of underlying genetic, lifestyle, and environmental processes associated with disease etiology.
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Affiliation(s)
- Junhao Wen
- Laboratory of AI and Biomedical Science, University of Southern California, Los Angeles, California.
| | - Mathilde Antoniades
- Artificial Intelligence in Biomedical Imaging Laboratory, Center for AI and Data Science for Integrated Diagnostics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Zhijian Yang
- Artificial Intelligence in Biomedical Imaging Laboratory, Center for AI and Data Science for Integrated Diagnostics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Gyujoon Hwang
- Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Ioanna Skampardoni
- Artificial Intelligence in Biomedical Imaging Laboratory, Center for AI and Data Science for Integrated Diagnostics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Rongguang Wang
- Artificial Intelligence in Biomedical Imaging Laboratory, Center for AI and Data Science for Integrated Diagnostics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Christos Davatzikos
- Artificial Intelligence in Biomedical Imaging Laboratory, Center for AI and Data Science for Integrated Diagnostics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
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26
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Benster LL, Stapper N, Rodriguez K, Daniels H, Villodas M, Weissman CR, Daskalakis ZJ, Appelbaum LG. Developmental Predictors of Suicidality in Schizophrenia: A Systematic Review. Brain Sci 2024; 14:995. [PMID: 39452009 PMCID: PMC11506348 DOI: 10.3390/brainsci14100995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2024] [Revised: 09/28/2024] [Accepted: 09/28/2024] [Indexed: 10/26/2024] Open
Abstract
Background/Objectives: Schizophrenia (SZ) is a severe psychiatric disorder characterized by a complex interplay of genetic, developmental, and environmental factors that significantly increase the risk of suicidal ideation (SI) and suicide attempts (SAs). This systematic review synthesizes current research on the developmental predictors of SI in individuals with SZ, aiming to delineate the multifactorial etiology of suicide within this population. Methods: A comprehensive search across Medline, PsycINFO, and EMBASE databases identified 23 eligible studies, emphasizing the varied methodological approaches and the global distribution of research efforts. Results: These studies demonstrate a robust association between early life adversities, particularly childhood trauma such as physical neglect, emotional abuse, and sexual abuse, and the increased prevalence of SI and SAs in SZ. This review also highlights the significant genetic factors associated with the development of suicidality in SZ, raising the possibility that polymorphisms in inflammation-related genes and neurodevelopmental abnormalities may influence susceptibility to SI. Notably, family history of psychiatric conditions may exacerbate the risk of SI through both hereditary and environmental mechanisms. Environmental factors, including socioeconomic status and social support, are also implicated, underscoring the role of broader socio-environmental conditions influencing outcomes. Conclusions: This review supports the integration of biopsychosocial models in understanding SI in SZ, advocating for interventions addressing the complex interplay of risk factors and the need for longitudinal studies to elucidate the dynamic interactions between risk factors over time. This comprehensive understanding is crucial for developing targeted preventive strategies and enhancing the clinical management of SZ, aiming to reduce suicidality in this vulnerable population.
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Affiliation(s)
- Lindsay L. Benster
- Department of Psychiatry, UC San Diego, La Jolla, CA 92093, USA; (L.L.B.); (N.S.); (K.R.); (H.D.); (C.R.W.); (Z.J.D.)
- Department of Clinical Psychology, San Diego State University, San Diego, CA 92182, USA;
| | - Noah Stapper
- Department of Psychiatry, UC San Diego, La Jolla, CA 92093, USA; (L.L.B.); (N.S.); (K.R.); (H.D.); (C.R.W.); (Z.J.D.)
- Department of Clinical Psychology, San Diego State University, San Diego, CA 92182, USA;
| | - Katie Rodriguez
- Department of Psychiatry, UC San Diego, La Jolla, CA 92093, USA; (L.L.B.); (N.S.); (K.R.); (H.D.); (C.R.W.); (Z.J.D.)
| | - Hadley Daniels
- Department of Psychiatry, UC San Diego, La Jolla, CA 92093, USA; (L.L.B.); (N.S.); (K.R.); (H.D.); (C.R.W.); (Z.J.D.)
| | - Miguel Villodas
- Department of Clinical Psychology, San Diego State University, San Diego, CA 92182, USA;
| | - Cory R. Weissman
- Department of Psychiatry, UC San Diego, La Jolla, CA 92093, USA; (L.L.B.); (N.S.); (K.R.); (H.D.); (C.R.W.); (Z.J.D.)
| | - Zafiris J. Daskalakis
- Department of Psychiatry, UC San Diego, La Jolla, CA 92093, USA; (L.L.B.); (N.S.); (K.R.); (H.D.); (C.R.W.); (Z.J.D.)
| | - Lawrence G. Appelbaum
- Department of Psychiatry, UC San Diego, La Jolla, CA 92093, USA; (L.L.B.); (N.S.); (K.R.); (H.D.); (C.R.W.); (Z.J.D.)
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27
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Hurtado MM, Villena A, Quemada C, Morales-Asencio JM. Personal relationships during and after an initial psychotic episode. First-person experiences. J Ment Health 2024:1-7. [PMID: 39340201 DOI: 10.1080/09638237.2024.2408245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 06/21/2024] [Accepted: 08/13/2024] [Indexed: 09/30/2024]
Abstract
BACKGROUND Psychosis is often associated with loneliness, the absence of a confidant and a perceived lack of social support. In addition, the social isolation and solitude experienced can aggravate internalised stigma, depressive symptoms and/or suicidal tendencies, and worsen the course of the disorder. AIM This study explores the experiences and perceptions of persons with psychosis concerning how their interpersonal relationships have evolved from the earliest symptoms of the disorder to its subsequent clinical stabilisation. METHOD A qualitative content analysis was performed of the findings from five focus groups and six in-depth interviews (36 participants). RESULTS In the prodrome and initial symptoms stage, five themes were coded: social withdrawal, loss of friends, loss of personal skills, communication difficulties and breakdown of life project. During the recovery phase, four themes were coded: family support, partner support, loneliness and the desire for more close relationships. Finally, during the clinical stabilisation phase, three themes were coded: the recovery of interpersonal relationships, including with peers; reconstruction of the life project and increased interpersonal sensitivity. CONCLUSIONS These findings highlight the impact that psychosis can have on social life and show that recovery is also related to the development of maeningful interpersonal relationships.
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Affiliation(s)
- María M Hurtado
- Mental Health Unit, Regional University Hospital of Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain
- Faculty of Health Sciences, Universidad de Málaga, Malaga, Spain
| | - Amelia Villena
- Mental Health Unit, Regional University Hospital of Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain
- Faculty of Health Sciences, Universidad de Málaga, Malaga, Spain
| | - Casta Quemada
- Mental Health Unit, Regional University Hospital of Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain
- Faculty of Health Sciences, Universidad de Málaga, Malaga, Spain
| | - José Miguel Morales-Asencio
- Faculty of Health Sciences, Universidad de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain
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28
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D'Andrea G, Ouellet-Plamondon C, Villeneuve M, Shah JL, Iyer SN, Abdel-Baki A. Joint-trajectories of clinical severity, social functioning and cannabis use in first-episode psychosis: A 5-year longitudinal study in 2 urban early intervention services. Psychiatry Res 2024; 342:116184. [PMID: 39293281 DOI: 10.1016/j.psychres.2024.116184] [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: 07/13/2024] [Accepted: 09/09/2024] [Indexed: 09/20/2024]
Abstract
Cannabis use is associated with increased psychosis incidence alongside worse outcomes. The role of cannabis may be complex, vary across patients and over time. Yet, few have examined the longer-term trajectories of cannabis use, symptoms and functioning and their inter-relationships. We conducted a 5-year longitudinal study to estimate joint-trajectories of clinical severity, social functioning, and cannabis use via group-based multi-trajectory modelling on a sample of 395 incident FEP cases. Associations of trajectories with socio-demographic and clinical factors were tested using multinomial regression. The best-fitting model identified 5 joint-trajectories. A first group (N = 93,23.7 %) presented only marginal improvement despite not using cannabis, while a second with no cannabis use and a third group with low-decreasing use showed clinical amelioration. Among those with baseline harmful cannabis use, a fourth group progressively discontinued use and improved clinically (N = 78,19.9 %). A fifth group with continued use did not significantly improve over follow-up (N = 74,18.8 %), and also had the highest odds of homelessness (OR = 22.5,95 %CI = 6.25-81.1) and childhood adversities (OR = 2.25,95 %CI = 1.71-2.97). There is substantial heterogeneity in the joint-trajectories of cannabis use and FEP outcomes. Our findings support the need for intervention aimed at cannabis reduction among heavy users. Multi-disciplinary, trauma-informed interventions may benefit those with persistent cannabis use, given its associations with childhood and social adversity.
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Affiliation(s)
- Giuseppe D'Andrea
- University of Montréal Hospital Research Centre (CRCHUM), Montréal, QC, Canada; Prevention and Early Intervention Program for Psychosis (PEPP)-Montréal, Douglas Mental Health University Institute, Montréal, QC, Canada
| | | | - Marie Villeneuve
- Department of Psychiatry and Addictology, Université de Montréal, Montréal, QC, Canada
| | - Jai L Shah
- Prevention and Early Intervention Program for Psychosis (PEPP)-Montréal, Douglas Mental Health University Institute, Montréal, QC, Canada; Department of Psychiatry, McGill University, Montréal, QC, Canada; ACCESS Open Minds (Pan-Canadian Youth Mental Health Services Research Network), Douglas Mental Health University Institute, Montréal, QC, Canada
| | - Srividya N Iyer
- Prevention and Early Intervention Program for Psychosis (PEPP)-Montréal, Douglas Mental Health University Institute, Montréal, QC, Canada; Department of Psychiatry, McGill University, Montréal, QC, Canada; ACCESS Open Minds (Pan-Canadian Youth Mental Health Services Research Network), Douglas Mental Health University Institute, Montréal, QC, Canada
| | - Amal Abdel-Baki
- University of Montréal Hospital Research Centre (CRCHUM), Montréal, QC, Canada; Department of Psychiatry and Addictology, Université de Montréal, Montréal, QC, Canada; ACCESS Open Minds (Pan-Canadian Youth Mental Health Services Research Network), Douglas Mental Health University Institute, Montréal, QC, Canada.
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29
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Hajdúk M, Abplanalp SJ, Jimenez AM, Fisher M, Haut KM, Hooker CI, Lee H, Ventura J, Nahum M, Green MF. Linking social motivation, general motivation, and social cognition to interpersonal functioning in schizophrenia: insights from exploratory graph analysis. Eur Arch Psychiatry Clin Neurosci 2024; 274:1385-1393. [PMID: 38110742 PMCID: PMC11362360 DOI: 10.1007/s00406-023-01733-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 11/21/2023] [Indexed: 12/20/2023]
Abstract
Motivation in general, and social motivation in particular are important for interpersonal functioning in individuals with schizophrenia. Still, their roles after accounting for social cognition, are not well understood. The sample consisted of 147 patients with schizophrenia. General motivation was measured using the Behavioral inhibition/activation scale (BIS/BAS). Social motivation was measured by Passive social withdrawal and Active social avoidance items from PANSS. Interpersonal functioning was evaluated with Birchwood's Social Functioning Scale (SFS). We used Exploratory Graph Analysis for network estimation and community detection. Active social avoidance, passive social withdrawal, and social withdrawal/engagement (from SFS) were the most important nodes. In addition, three distinct communities were identified: Social cognition, Social motivation, and Interpersonal functioning. Notably, the BIS and BAS measures of general motivation were not part of any community. BAS showed stronger links to functioning than BIS. Passive social withdrawal was more strongly linked to interpersonal functioning than social cognitive abilities. Results suggest that social motivation, especially social approach, is more closely related to interpersonal functioning in schizophrenia than general motivation. In contrast, we found that general motivation was largely unrelated to social motivation. This pattern highlights the importance of type of motivation for understanding variability in interpersonal difficulties in schizophrenia.
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Affiliation(s)
- Michal Hajdúk
- Department of Psychology, Faculty of Arts, Comenius University in Bratislava, Gondova 2, Bratislava, 811 02, Slovakia.
- The Centre for Psychiatric Disorders Research, Science Park, Comenius University in Bratislava, Bratislava, Slovakia.
- Department of Psychiatry, Faculty of Medicine, Comenius University in Bratislava, Bratislava, Slovakia.
| | - Samuel J Abplanalp
- Department of Veterans Affairs, Desert Pacific Mental Illness Research, Education, and Clinical Center, Los Angeles, USA
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, USA
| | - Amy M Jimenez
- Department of Veterans Affairs, Desert Pacific Mental Illness Research, Education, and Clinical Center, Los Angeles, USA
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, USA
| | - Melissa Fisher
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Kristen M Haut
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Christine I Hooker
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Hyunkyu Lee
- Department of Research and Development, Posit Science Inc, San Francisco, USA
| | - Joseph Ventura
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, USA
| | - Mor Nahum
- School of Occupational Therapy, Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Michael F Green
- Department of Veterans Affairs, Desert Pacific Mental Illness Research, Education, and Clinical Center, Los Angeles, USA
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, USA
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30
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Irwin L, Udachina A, Bell T, Carter LA, Handerer F, Berry K. A Systematic Review of Momentary Social Predictors of Positive Psychosis Experiences. Clin Psychol Psychother 2024; 31:e3030. [PMID: 39084599 DOI: 10.1002/cpp.3030] [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: 04/18/2024] [Revised: 06/27/2024] [Accepted: 07/01/2024] [Indexed: 08/02/2024]
Abstract
BACKGROUND Social factors can play an important role in the development and maintenance of psychosis. Clarifying this relationship is vital for advancing theoretical understanding and development of targeted interventions. Psychosis is increasingly researched with an experience sampling methodology (ESM), which provides an ecologically valid approach, that reduces recall biases. Studies examining momentary associations between social factors and psychosis have not yet been summarised. METHOD We identified 29 ESM studies investigating associations between social factors and positive psychotic experiences through a pre-registered systematic search of the published literature. RESULTS Being alone did not predict increase in psychosis; however, appraisals and feelings associated with being alone such as feeling socially disconnected, lonely and unwanted did. Being with familiar company was found to reduce psychosis experiences but feeling stressed by the current company increased psychosis. CONCLUSIONS While issues with sample size and generalisability mean these results should be interpreted with caution, some putative conclusions can be made. Individuals with psychosis or emerging symptoms should be offered interventions that improve social networks such as peer support, community participation and engagement skills training. These individuals may also benefit from virtual reality or compassion-based interventions which aim to dampen perceived social threat. Moreover, digital interventions which monitor changes in social variables that predict relapse in symptoms would allow early intervention to prevent mental health crises.
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Affiliation(s)
- Leanne Irwin
- Division of Psychology and Mental Health, School of Health Sciences, University of Manchester, Manchester, UK
| | | | - Tobyn Bell
- Division of Psychology and Mental Health, School of Health Sciences, University of Manchester, Manchester, UK
| | | | - Fritz Handerer
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
| | - Katherine Berry
- Division of Psychology and Mental Health, School of Health Sciences, University of Manchester, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
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31
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Luo C, Pi X, Zhang Q, Hu N, Xiao Y, Sweeney JA, Bishop JR, Gong Q, Xie D, Lui S. A subtype of schizophrenia patients with altered methylation level of genes related to immune cell activity. Psychol Med 2024; 54:2538-2546. [PMID: 38505948 DOI: 10.1017/s0033291724000667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/21/2024]
Abstract
BACKGROUND Epigenetic changes are plausible molecular sources of clinical heterogeneity in schizophrenia. A subgroup of schizophrenia patients with elevated inflammatory or immune-dysregulation has been reported by previous studies. However, little is known about epigenetic changes in genes related to immune activation in never-treated first-episode patients with schizophrenia (FES) and its consistency with that in treated long-term ill (LTS) patients. METHODS In this study, epigenome-wide profiling with a DNA methylation array was applied using blood samples of both FES and LTS patients, as well as their corresponding healthy controls. Non-negative matrix factorization (NMF) and k -means clustering were performed to parse heterogeneity of schizophrenia, and the consistency of subtyping results from two cohorts. was tested. RESULTS This study identified a subtype of patients in FES participants (47.5%) that exhibited widespread methylation level alterations of genes enriched in immune cell activity and a significantly higher proportion of neutrophils. This clustering of FES patients was validated in LTS patients, with high correspondence in epigenetic and clinical features across two cohorts. CONCLUSIONS In summary, this study demonstrated a subtype of schizophrenia patients across both FES and LTS cohorts, defined by widespread alterations in methylation profile of genes related to immune function and distinguishing clinical features. This finding illustrates the promise of novel treatment strategies targeting immune dysregulation for a subpopulation of schizophrenia patients.
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Affiliation(s)
- Chunyan Luo
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and molecular imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
- Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
| | - Xuenan Pi
- Laboratory of Omics Technology and Bioinformatics, Frontiers Science Center for Disease-related Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Qi Zhang
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and molecular imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
- Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
| | - Na Hu
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and molecular imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
- Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
| | - Yuan Xiao
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and molecular imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
- Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
| | - John A Sweeney
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati OH 45219, USA
| | - Jeffrey R Bishop
- Department of Experimental and Clinical Pharmacology and Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | - Qiyong Gong
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and molecular imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
- Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
| | - Dan Xie
- Laboratory of Omics Technology and Bioinformatics, Frontiers Science Center for Disease-related Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Su Lui
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and molecular imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
- Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
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Catalano LT, Wynn JK, Eisenberger NI, Horan WP, Lee J, McCleery A, Miklowitz DJ, Reavis EA, Reddy LF, Green MF. An ERP Study of Face Processing in Schizophrenia, Bipolar Disorder, and Socially Isolated Individuals from the Community. Clin EEG Neurosci 2024; 55:395-405. [PMID: 38298008 PMCID: PMC11693041 DOI: 10.1177/15500594231222979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2024]
Abstract
People with schizophrenia (SCZ) and bipolar disorder (BD) have impairments in processing social information, including faces. The neural correlates of face processing are widely studied with the N170 ERP component. However, it is unclear whether N170 deficits reflect neural abnormalities associated with these clinical conditions or differences in social environments. The goal of this study was to determine whether N170 deficits would still be present in SCZ and BD when compared with socially isolated community members. Participants included 66 people with SCZ, 37 with BD, and 125 community members (76 "Community-Isolated"; 49 "Community-Connected"). Electroencephalography was recorded during a face processing task in which participants identified the gender of a face, the emotion of a face (angry, happy, neutral), or the number of stories in a building. We examined group differences in the N170 face effect (greater amplitudes for faces vs buildings) and the N170 emotion effect (greater amplitudes for emotional vs neutral expressions). Groups significantly differed in levels of social isolation (Community-Isolated > SCZ > BD = Community-Connected). SCZ participants had significantly reduced N170 amplitudes to faces compared with both community groups, which did not differ from each other. The BD group was intermediate and did not differ from any group. There were no significant group differences in the processing of specific emotional facial expressions. The N170 is abnormal in SCZ even when compared to socially isolated community members. Hence, the N170 seems to reflect a social processing impairment in SCZ that is separate from level of social isolation.
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Affiliation(s)
- Lauren T. Catalano
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA
| | - Jonathan K. Wynn
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA
| | | | - William P. Horan
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA
- VeraSci, Durham, Durham, NC
| | - Junghee Lee
- Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, Birmingham, AL
| | - Amanda McCleery
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA
| | - David J. Miklowitz
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA
| | - Eric A. Reavis
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA
| | - L. Felice Reddy
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA
| | - Michael F. Green
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA
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Ojijieme NG, Feng T, Chui CM, Qi X, Liu Y. Physical activity dynamically moderates the impact of multimorbidity on the trajectory of healthy aging over sixteen years. BMC Geriatr 2024; 24:565. [PMID: 38943080 PMCID: PMC11212370 DOI: 10.1186/s12877-024-05067-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 05/13/2024] [Indexed: 07/01/2024] Open
Abstract
BACKGROUND Research examining the healthy aging trajectory of retired older adults with multimorbidity is limited, leaving uncertainties regarding the optimal physical activity (PA) intensity and frequency necessary to sustain healthy aging during retirement. METHODS Our study investigated the moderating effects of PA on the healthy aging trajectories of retired older adults living with multimorbidity in the United States (US). We utilized data from 1,238 retired individuals aged 50 to 102 who contributed 11,142 observations over 16 years from the Health and Retirement Study (HRS). We employed mixed effects modeling to assess the impact of various classes of multimorbidity on this group and examine how different PA, PA intensities, and PA frequencies influence the disability, physical, and cognitive functioning domains of healthy aging. RESULTS The results reveal that while outcomes differed significantly, retired older adults in the US attained healthy aging at baseline. However, their ability to maintain healthy aging declined over time, with multimorbidity, especially musculoskeletal and neurological conditions, accelerating this decline. Fortunately, PA, especially light to moderate intensities, is associated with improving healthy aging and moderating the impact of multimorbidity on the disability and cognitive functioning domains of healthy aging. However, the specific moderating effects of PA depend on its frequency, intensity, and chronic conditions. CONCLUSIONS The significant variability in healthy aging attainment among retired older adults underlies the need to consider these differences when addressing healthy aging issues in the US. Accounting for these variations would aid in evaluating the potential impact of future interventions and contribute to achieving health equity. Fortunately, our dynamic findings facilitate this objective by identifying specific frequencies and intensities of PA tailored to different aspects of multimorbidity and healthy aging. This highlights PA, especially light-to-moderate intensity, as an essential, cost-effective, and amenable strategy for alleviating the impact of multimorbidity on healthy aging.
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Affiliation(s)
- Nnaelue Godfrey Ojijieme
- School of Public Policy and Administration, Xi'an Jiaotong University, 28 Xingqing Road, Xi'an, Shaanxi, 710049, China
| | - Tieying Feng
- School of Public Policy and Administration, Xi'an Jiaotong University, 28 Xingqing Road, Xi'an, Shaanxi, 710049, China.
| | - Chin Man Chui
- School of Business, Macau University of Science and Technology, Taipa, Macau, 999078, China.
- Institute of Development Economics, Macau University of Science and Technology, Taipa, China.
| | - Xinzhu Qi
- School of Public Policy and Administration, Xi'an Jiaotong University, 28 Xingqing Road, Xi'an, Shaanxi, 710049, China
| | - Yuan Liu
- School of Public Policy and Administration, Xi'an Jiaotong University, 28 Xingqing Road, Xi'an, Shaanxi, 710049, China
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Tang SX, Hänsel K, Oliver LD, Dickie EW, Hawco C, John M, Voineskos A, Gold JM, Buchanan RW, Malhotra AK. Functional phenotypes in schizophrenia spectrum disorders: defining the constructs and identifying biopsychosocial correlates using data-driven methods. SCHIZOPHRENIA (HEIDELBERG, GERMANY) 2024; 10:58. [PMID: 38914577 PMCID: PMC11196713 DOI: 10.1038/s41537-024-00479-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 06/11/2024] [Indexed: 06/26/2024]
Abstract
Functional impairments contribute to poor quality of life in schizophrenia spectrum disorders (SSD). We sought to (Objective I) define the main functional phenotypes in SSD, then (Objective II) identify key biopsychosocial correlates, emphasizing interpretable data-driven methods. Objective I was tested on independent samples: Dataset I (N = 282) and Dataset II (N = 317), with SSD participants who underwent assessment of multiple functioning areas. Participants were clustered based on functioning. Objective II was evaluated in Dataset I by identifying key features for classifying functional phenotype clusters from among 65 sociodemographic, psychological, clinical, cognitive, and brain volume measures. Findings were replicated across latent discriminant analyses (LDA) and one-vs.-rest binomial regularized regressions to identify key predictors. We identified three clusters of participants in each dataset, demonstrating replicable functional phenotypes: Cluster 1-poor functioning across domains; Cluster 2-impaired Role Functioning, but partially preserved Independent and Social Functioning; Cluster 3-good functioning across domains. Key correlates were Avolition, anhedonia, left hippocampal volume, and measures of emotional intelligence and subjective social experience. Avolition appeared more closely tied to role functioning, and anhedonia to independent and social functioning. Thus, we found three replicable functional phenotypes with evidence that recovery may not be uniform across domains. Avolition and anhedonia were both critical but played different roles for different functional domains. It may be important to identify critical functional areas for individual patients and target interventions accordingly.
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Affiliation(s)
- Sunny X Tang
- Division of Psychiatry Research, Feinstein Institutes for Medical Research, Northwell Health, New Hyde Park, NY, USA.
- Department of Psychiatry, Zucker Hillside Hospital, Northwell Health, New Hyde Park, NY, USA.
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Uniondale, NY, USA.
| | - Katrin Hänsel
- Division of Psychiatry Research, Feinstein Institutes for Medical Research, Northwell Health, New Hyde Park, NY, USA
| | - Lindsay D Oliver
- Campbell Family Mental Health Research Institute, The Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Erin W Dickie
- Campbell Family Mental Health Research Institute, The Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Colin Hawco
- Campbell Family Mental Health Research Institute, The Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Majnu John
- Division of Psychiatry Research, Feinstein Institutes for Medical Research, Northwell Health, New Hyde Park, NY, USA
| | - Aristotle Voineskos
- Campbell Family Mental Health Research Institute, The Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
| | - James M Gold
- Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Robert W Buchanan
- Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Anil K Malhotra
- Division of Psychiatry Research, Feinstein Institutes for Medical Research, Northwell Health, New Hyde Park, NY, USA
- Department of Psychiatry, Zucker Hillside Hospital, Northwell Health, New Hyde Park, NY, USA
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Blanchard J, Shackman A, Smith J, Orth R, Savage C, Didier P, McCarthy J, Bennett M. Blunted ventral striatal reactivity to social reward is associated with more severe motivation and pleasure deficits in psychosis. RESEARCH SQUARE 2024:rs.3.rs-4468839. [PMID: 38947025 PMCID: PMC11213233 DOI: 10.21203/rs.3.rs-4468839/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Among individuals living with psychotic disorders, social impairment is common, debilitating, and challenging to treat. While the roots of this impairment are undoubtedly complex, converging lines of evidence suggest that social motivation and pleasure (MAP) deficits play a key role. Yet most neuroimaging studies have focused on monetary rewards, precluding decisive inferences. Here we leveraged parallel social and monetary incentive delay fMRI paradigms to test whether blunted reactivity to social incentives in the ventral striatum-a key component of the distributed neural circuit mediating appetitive motivation and hedonic pleasure-is associated with more severe MAP symptoms in a transdiagnostic sample enriched for psychosis. To maximize ecological validity and translational relevance, we capitalized on naturalistic audiovisual clips of an established social partner expressing positive feedback. Although both paradigms robustly engaged the ventral striatum, only reactivity to social incentives was associated with clinician-rated MAP deficits. This association remained significant when controlling for other symptoms, binary diagnostic status, or ventral striatum reactivity to monetary incentives. Follow-up analyses suggested that this association predominantly reflects diminished striatal activation during the receipt of social reward. These observations provide a neurobiologically grounded framework for conceptualizing the social-anhedonia symptoms and social impairments that characterize many individuals living with psychotic disorders and underscore the need to establish targeted intervention strategies.
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Saarinen A, Hietala J, Lyytikäinen LP, Hamal Mishra B, Sormunen E, Lavonius V, Kähönen M, Raitakari O, Lehtimäki T, Keltikangas-Järvinen L. Polygenic risk for schizophrenia predicting social trajectories in a general population sample. Psychol Med 2024; 54:1589-1597. [PMID: 38047377 DOI: 10.1017/s003329172300346x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
BACKGROUND We investigated (a) whether polygenic risk for schizophrenia predicts different trajectories of social development among those who have not developed psychoses and (b) whether possible associations are PRSSCZ-specific or evident also for any polygenic risk for mental disorders, e.g. for major depression. METHODS Participants came from the population-based Young Finns Study (n = 2377). We calculated a polygenic risk score for schizophrenia (PRSSCZ) and for major depression (PRSDEP). Diagnoses of psychotic disorders were derived from the hospital care register. Social development from adolescence to middle age was measured by (a) perceived social support from friends, family, and a close other, (b) perceived sociability, and (c) family structure (partnership status, number of children, age of first-time parenthood). RESULTS Among those without manifest psychoses, high PRSSCZ predicted lower experienced support from friends (B = -0.04, p = 0.009-0.035) and family (B = -0.04, p = 0.009-0.035) especially after early adulthood, and also lower perceived sociability (B = -0.05, p = 0.010-0.026). PRSSCZ was not related to family structure. PRSDEP did not predict any domain of social development. CONCLUSIONS Individuals at high PRSSCZ (not converted to psychosis) seem to experience a lower preference to be with others over being alone. Individuals with high (v. low) PRSSCZ seem to have a similar family structure in terms of partnership status or number of children but, nevertheless, they experience less support from their family. Among those not converted to psychosis in a typical age period, high PRSSCZ may predict a 'later risk phase' and reduced functional resilience when approaching middle age.
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Affiliation(s)
- Aino Saarinen
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Helsinki University Central Hospital, Adolescent Psychiatry Outpatient Clinic, Helsinki, Finland
| | - Jarmo Hietala
- Department of Psychiatry, University of Turku, and Turku University Hospital, Turku, Finland
| | - Leo-Pekka Lyytikäinen
- Department of Clinical Chemistry, Fimlab Laboratories, and Finnish Cardiovascular Research Center, Tampere, Finland
- Department of Cardiology, Heart Center, Tampere University Hospital, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Binisha Hamal Mishra
- Department of Clinical Chemistry, Fimlab Laboratories, and Finnish Cardiovascular Research Center, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Elina Sormunen
- Department of Psychiatry, University of Turku, and Turku University Hospital, Turku, Finland
| | - Veikka Lavonius
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Mika Kähönen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Department of Clinical Physiology, Tampere University Hospital, Tampere, Finland
| | - Olli Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Laboratories, and Finnish Cardiovascular Research Center, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
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Tramazzo S, Lian W, Ajnakina O, Carlson G, Bromet E, Kotov R, Jonas K. Long-Term Course of Remission and Recovery in Psychotic Disorders. Am J Psychiatry 2024; 181:532-540. [PMID: 38745457 DOI: 10.1176/appi.ajp.20230189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
OBJECTIVE Understanding prognosis is critical to anticipating public health needs and providing care to individuals with psychotic disorders. However, the long-term course of remission and recovery remains unclear. In this study, the most common trajectories of illness course are described for a cohort of individuals followed for 25 years since first admission for psychosis. METHODS Participants are from the Suffolk County Mental Health Project, an epidemiological study of first-admission psychosis. Data for the present study was collected from six follow-ups, with 311 individuals assessed at the 25-year follow-up. Common patterns of remission and recovery were assessed in the baseline cohort of 591 individuals and the subsample from the 25-year follow up. RESULTS In the baseline cohort and the 25-year subsample, the most common trajectory for individuals with schizophrenia spectrum disorders was no remission and no recovery. Among individuals with other psychotic disorders, in both the baseline and 25-year cohorts, the modal pattern was one of intermittent remission and recovery. Individuals with other psychotic disorders were more likely to experience stable remission (15.1%) and stable recovery (21.1%), outcomes that were rare among individuals with schizophrenia spectrum disorders (0% and 0.6%, respectively). CONCLUSIONS The modal longitudinal pattern for individuals with other psychoses is one of multiple transitions into and out of symptomatic and functional recovery. Engagement in a long-term health care plan may help individuals detect and respond to these changes. Sustained remission and recovery are rare among people with schizophrenia spectrum disorders. Efforts should be directed toward developing more effective treatments for this population.
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Affiliation(s)
- Sara Tramazzo
- Departments of Psychiatry (Tramazzo, Bromet, Kotov, Jonas), Applied Mathematics and Statistics (Lian), and Child Psychiatry (Carlson), Stony Brook University, Stony Brook, N.Y.; Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London (Ajnakina)
| | - Wenxuan Lian
- Departments of Psychiatry (Tramazzo, Bromet, Kotov, Jonas), Applied Mathematics and Statistics (Lian), and Child Psychiatry (Carlson), Stony Brook University, Stony Brook, N.Y.; Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London (Ajnakina)
| | - Olesya Ajnakina
- Departments of Psychiatry (Tramazzo, Bromet, Kotov, Jonas), Applied Mathematics and Statistics (Lian), and Child Psychiatry (Carlson), Stony Brook University, Stony Brook, N.Y.; Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London (Ajnakina)
| | - Gabrielle Carlson
- Departments of Psychiatry (Tramazzo, Bromet, Kotov, Jonas), Applied Mathematics and Statistics (Lian), and Child Psychiatry (Carlson), Stony Brook University, Stony Brook, N.Y.; Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London (Ajnakina)
| | - Evelyn Bromet
- Departments of Psychiatry (Tramazzo, Bromet, Kotov, Jonas), Applied Mathematics and Statistics (Lian), and Child Psychiatry (Carlson), Stony Brook University, Stony Brook, N.Y.; Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London (Ajnakina)
| | - Roman Kotov
- Departments of Psychiatry (Tramazzo, Bromet, Kotov, Jonas), Applied Mathematics and Statistics (Lian), and Child Psychiatry (Carlson), Stony Brook University, Stony Brook, N.Y.; Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London (Ajnakina)
| | - Katherine Jonas
- Departments of Psychiatry (Tramazzo, Bromet, Kotov, Jonas), Applied Mathematics and Statistics (Lian), and Child Psychiatry (Carlson), Stony Brook University, Stony Brook, N.Y.; Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London (Ajnakina)
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Bureau A, Berthelot N, Ricard J, Lafrance C, Jomphe V, Dioni A, Fortin-Fabbro É, Boisvert MC, Maziade M. Heterogeneity in the longitudinal courses of global functioning in children at familial risk of major psychiatric disorders: Association with trauma and familial characteristics. Bipolar Disord 2024; 26:265-276. [PMID: 37957788 DOI: 10.1111/bdi.13386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
OBJECTIVES The extent to which heterogeneity in childhood risk trajectories may underlie later heterogeneity in schizophrenia (SZ), bipolar disorder (BP), and major depressive disorder (MDD) remains a chief question. Answers may optimally be found by studying the longitudinal trajectories of children born to an affected parent. We aimed to differentiate trajectories of global functioning and their sensitive periods from the age of 6 to 17 years in children at familial risk (FHRs). METHODS First, a latent class mixed model analysis (LCMM) was applied to yearly ratings of the Children's Global Assessment Scale (CGAS) from the age of 6 to 17 years in 170 FHRs born to a parent affected by DSM-IV SZ (N = 37), BP (N = 82) or MDD (N = 51). Then, we compared the obtained Classes or trajectories of FHRs in terms of sex, parental diagnosis, IQ, child clinical status, childhood trauma, polygenic risk score (PRS), and outcome in transition to illness. RESULTS The LCMM on yearly CGAS trajectories identified a 4-class solution showing markedly different childhood and adolescence dynamic courses and temporal vulnerability windows marked by a functioning decline and a degree of specificity in parental diagnosis. Moreover, IQ, trauma exposure, PRS level, and timing of later transition to illness differentiated the trajectories. Almost half (46%) of the FHRs exhibited a good and stable global functioning trajectory. CONCLUSIONS FHRs of major psychiatric disorders show heterogeneous functional decline during development associated with parental diagnosis, polygenic risk loading, and childhood trauma.
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Affiliation(s)
- Alexandre Bureau
- Department of Social and Preventive Medicine, Faculty of Medicine, Université Laval, Québec, Quebec, Canada
- Cervo Brain Research Centre, Québec, Quebec, Canada
| | - Nicolas Berthelot
- Cervo Brain Research Centre, Québec, Quebec, Canada
- Université du Québec à Trois-Rivières, Department of Nursing Sciences, Trois-Rivieres, Quebec, Canada
| | | | | | | | - Abdoulaye Dioni
- Department of Social and Preventive Medicine, Faculty of Medicine, Université Laval, Québec, Quebec, Canada
| | | | | | - Michel Maziade
- Cervo Brain Research Centre, Québec, Quebec, Canada
- Department of Psychiatry and Neuroscience, Faculty of Medicine, Université Laval, Québec, Quebec, Canada
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Hall NT, Hallquist MN, Martin EA, Lian W, Jonas KG, Kotov R. Automating the analysis of facial emotion expression dynamics: A computational framework and application in psychotic disorders. Proc Natl Acad Sci U S A 2024; 121:e2313665121. [PMID: 38530896 PMCID: PMC10998559 DOI: 10.1073/pnas.2313665121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 01/18/2024] [Indexed: 03/28/2024] Open
Abstract
Facial emotion expressions play a central role in interpersonal interactions; these displays are used to predict and influence the behavior of others. Despite their importance, quantifying and analyzing the dynamics of brief facial emotion expressions remains an understudied methodological challenge. Here, we present a method that leverages machine learning and network modeling to assess the dynamics of facial expressions. Using video recordings of clinical interviews, we demonstrate the utility of this approach in a sample of 96 people diagnosed with psychotic disorders and 116 never-psychotic adults. Participants diagnosed with schizophrenia tended to move from neutral expressions to uncommon expressions (e.g., fear, surprise), whereas participants diagnosed with other psychoses (e.g., mood disorders with psychosis) moved toward expressions of sadness. This method has broad applications to the study of normal and altered expressions of emotion and can be integrated with telemedicine to improve psychiatric assessment and treatment.
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Affiliation(s)
- Nathan T. Hall
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Michael N. Hallquist
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Elizabeth A. Martin
- Department of Psychological Science, University of California, Irvine, CA92697
| | - Wenxuan Lian
- Department of Psychiatry, Stony Brook University, Stoney Brook, NY11794
| | | | - Roman Kotov
- Department of Psychiatry, Stony Brook University, Stoney Brook, NY11794
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Kraus J, Čavojská N, Harvanová S, Hajdúk M. Interpersonal distance in schizophrenia: A systematic review. Schizophr Res 2024; 266:1-11. [PMID: 38359513 DOI: 10.1016/j.schres.2024.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 01/24/2024] [Accepted: 02/10/2024] [Indexed: 02/17/2024]
Abstract
BACKGROUND AND HYPOTHESIS Schizophrenia is often associated with severe difficulties in social functioning, resulting in increased isolation and subsequent loneliness. Interpersonal distance - the amount of space around an individual's body during social interaction - can signal such difficulties. However, little is known about how individuals with schizophrenia regulate their interpersonal distance during social encounters. Summarizing the current empirical findings of interpersonal distance regulation in schizophrenia can bring novel perspectives for understanding interpersonal difficulties observed in this clinical population. STUDY DESIGN This systematic review examined empirical studies indexed in Web of Science and PubMed based on a-priori-defined criteria. 1164 studies were screened with the final review consisting of 14 studies. They together included 1145 adult participants, of whom 668 were diagnosed with schizophrenia or psychotic disorder. STUDY RESULTS The studies clearly showed that patients maintain greater interpersonal distances than do controls. Furthermore, a larger distance was linked to more severe positive and negative symptoms. More specifically, the link to symptoms was more pronounced when patients were being approached by someone else during interactions. On a neurobiological level, the increased activity and functional connectivity of the dorsal inferior parietal sulcus and increased subjective state-dependent stress are further indicated as being potentially related to increase interpersonal distancing in schizophrenia. CONCLUSIONS We provided information about the aberrant modulation of interpersonal distance in schizophrenia. Studies showed substantial heterogeneity in tasks used to measure interpersonal distance. Future studies should look at links to social functioning, underlying neurobiology, and neuroendocrinal regulation of interpersonal space in schizophrenia.
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Affiliation(s)
- Jakub Kraus
- Department of Psychology, Faculty of Arts, Comenius University in Bratislava, Slovakia; Centre for Psychiatric Disorders Research, Science Park, Comenius University in Bratislava, Slovakia.
| | - Natália Čavojská
- Centre for Psychiatric Disorders Research, Science Park, Comenius University in Bratislava, Slovakia; Department of Psychiatry, Faculty of Medicine, Comenius University in Bratislava, Slovakia
| | - Silvia Harvanová
- Department of Psychology, Faculty of Arts, Comenius University in Bratislava, Slovakia
| | - Michal Hajdúk
- Department of Psychology, Faculty of Arts, Comenius University in Bratislava, Slovakia; Centre for Psychiatric Disorders Research, Science Park, Comenius University in Bratislava, Slovakia; Department of Psychiatry, Faculty of Medicine, Comenius University in Bratislava, Slovakia
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Jonas KG, Cannon TD, Docherty AR, Dwyer D, Gur RC, Gur RE, Nelson B, Reininghaus U, Kotov R. Psychosis superspectrum I: Nosology, etiology, and lifespan development. Mol Psychiatry 2024; 29:1005-1019. [PMID: 38200290 PMCID: PMC11385553 DOI: 10.1038/s41380-023-02388-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 12/05/2023] [Accepted: 12/15/2023] [Indexed: 01/12/2024]
Abstract
This review describes the Hierarchical Taxonomy of Psychopathology (HiTOP) model of psychosis-related psychopathology, the psychosis superspectrum. The HiTOP psychosis superspectrum was developed to address shortcomings of traditional diagnoses for psychotic disorders and related conditions including low reliability, arbitrary boundaries between psychopathology and normality, high symptom co-occurrence, and heterogeneity within diagnostic categories. The psychosis superspectrum is a transdiagnostic dimensional model comprising two spectra-psychoticism and detachment-which are in turn broken down into fourteen narrow components, and two auxiliary domains-cognition and functional impairment. The structure of the spectra and their components are shown to parallel the genetic structure of psychosis and related traits. Psychoticism and detachment have distinct patterns of association with urbanicity, migrant and ethnic minority status, childhood adversity, and cannabis use. The superspectrum also provides a useful model for describing the emergence and course of psychosis, as components of the superspectrum are relatively stable over time. Changes in psychoticism predict the onset of psychosis-related psychopathology, whereas changes in detachment and cognition define later course. Implications of the superspectrum for genetic, socio-environmental, and longitudinal research are discussed. A companion review focuses on neurobiology, treatment response, and clinical utility of the superspectrum, and future research directions.
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Affiliation(s)
- Katherine G Jonas
- Department of Psychiatry & Behavioral Health, Stony Brook University, Stony Brook, NY, USA.
| | - Tyrone D Cannon
- Department of Psychology, Yale University, New Haven, CT, USA
- Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Anna R Docherty
- Huntsman Mental Health Institute, Department of Psychiatry, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Dominic Dwyer
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany
- Centre for Youth Mental Health, University of Melbourne, Melbourne, VIC, Australia
| | - Ruben C Gur
- Brain Behavior Laboratory, Department of Psychiatry and the Penn-CHOP Lifespan Brain Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Raquel E Gur
- Brain Behavior Laboratory, Department of Psychiatry and the Penn-CHOP Lifespan Brain Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Barnaby Nelson
- Centre for Youth Mental Health, University of Melbourne, Melbourne, VIC, Australia
| | - Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- ESRC Centre for Society and Mental Health and Centre for Epidemiology and Public Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Roman Kotov
- Department of Psychiatry & Behavioral Health, Stony Brook University, Stony Brook, NY, USA
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Rodríguez-Cano R, Lotre K, von Soest T, Rognli EB, Bramness JG. Loneliness in adolescence and prescription of psychotropic drugs in adulthood: 23-year longitudinal population-based and registry study. BJPsych Open 2024; 10:e61. [PMID: 38465662 PMCID: PMC10951847 DOI: 10.1192/bjo.2024.22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Revised: 01/26/2024] [Accepted: 02/01/2024] [Indexed: 03/12/2024] Open
Abstract
BACKGROUND The role of adolescent loneliness in adult mental health and prescriptions of psychotropic drugs remains underexplored. AIMS We aim to determine whether (a) experiencing loneliness in adolescence and (b) changes in loneliness from adolescence to adulthood are prospectively associated with prescriptions for a variety of psychotropic drugs in adulthood. METHOD We used data from a Norwegian population-based sample with 2602 participants, collected across four waves between 1992 and 2006. Loneliness was assessed at each wave, with survey data linked to medicinal drug prescription records from the Norwegian Prescription Database. We identified prescription histories of antipsychotics, mood stabilisers, antidepressants and benzodiazepines from 2007 to 2015, for each participant. We use latent growth curve analyses to model the relationship of adolescent loneliness and loneliness change from adolescence to adulthood, with subsequent psychotropic drugs prescription. RESULTS Adolescents with heightened loneliness, and adolescents whose loneliness increased into young adulthood, had a greater likelihood of being prescribed antipsychotics, mood stabilisers and antidepressants in adulthood. These associations remained significant after adjustment for confounders such as sociodemographic characteristics, conduct problems, substance use and mental health problems. CONCLUSIONS Loneliness in adolescence and its adverse development over a span of 15 years was linked to higher risk of receiving prescriptions for antipsychotics, mood stabilisers and antidepressants later in life. The findings may indicate that loneliness increases the risk for developing psychotic disorders, bipolar disorders and major depression.
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Affiliation(s)
- Rubén Rodríguez-Cano
- Department of Psychology, Norwegian University of Science and Technology (NTNU), Norway; and PROMENTA Research Center, Department of Psychology, University of Oslo, Norway
| | - Karianne Lotre
- Institute for Clinical Medicine, UiT – The Arctic University of Norway, Norway
| | - Tilmann von Soest
- PROMENTA Research Center, Department of Psychology, University of Oslo, Norway; and Norwegian Social Research (NOVA), OsloMet – Oslo Metropolitan University, Norway
| | - Eline Borger Rognli
- Section for Clinical Addiction Research, Division of Mental Health and Addiction, Oslo University Hospital, Norway
| | - Jørgen Gustav Bramness
- Institute for Clinical Medicine, UiT – The Arctic University of Norway, Norway; Department of Alcohol, Tobacco and Drugs, Norwegian Institute of Public Health, Trondheim, Norway; and Norwegian National Advisory Unit on Concurrent Substance Abuse and Mental Health Disorders, Innlandet Hospital Trust, Hamar, Norway
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Cuesta MJ, Sánchez-Torres AM, Moreno-Izco L, García de Jalón E, Gil-Berrozpe GJ, Peralta V, Ballesteros A, Fañanás L, Janda L, Papiol S, Peralta D, Ribeiro M, Rosero Á, Zarzuela A, Giné E, Rosado E. Long-term trajectories of clinical staging in first-episode psychosis and their associated cognitive outcome: A 21-year follow-up study. SPANISH JOURNAL OF PSYCHIATRY AND MENTAL HEALTH 2024:S2950-2853(24)00014-0. [PMID: 38423184 DOI: 10.1016/j.sjpmh.2024.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 01/25/2024] [Accepted: 02/13/2024] [Indexed: 03/02/2024]
Abstract
Cognitive deficits are already present before psychosis onset but are a key feature of first-episode psychosis (FEP). The objective of this study was to investigate the cognitive outcomes of a cohort of FEP patients who were diagnosed using the clinical staging approach and were followed for up to 21 years. We analyzed data from 173 participants with first-admission psychosis who were followed-up for a mean of 20.9 years. The clinical staging assessment was adapted from the clinical staging framework developed by McGorry et al.1 Cognitive assessment was performed using the MATRICS Consensus Cognitive Battery (MMCB) at the end of follow-up. FEP patients who were longitudinally diagnosed in the lowest clinical stages (stages 2A and 2B) showed better performance in attention, processing speed, and MCCB overall composite score than those in the highest clinical stages (stages 4A and 4B). There was a significant linear trend association between worsening of all MCCB cognitive functions and MCCB overall composite score and progression in clinical staging. Furthermore, the interval between two and five years of follow-up appears to be associated with deficits in processing speed as a cognitive marker. Our results support the validation of the clinical staging model over a long-term course of FEP based on neuropsychological performance. A decline in some cognitive functions, such as processing speed, may facilitate the transition of patients to an advanced stage during the critical period of first-episode psychosis.
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Affiliation(s)
- Manuel J Cuesta
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), Pamplona, Spain.
| | - Ana M Sánchez-Torres
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain; Department of Health Sciences, Universidad Pública de Navarra (UPNA), Pamplona, Spain
| | - Lucia Moreno-Izco
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Elena García de Jalón
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain; Mental Health Department, Servicio Navarro de Salud, Pamplona, Spain
| | - Gustavo J Gil-Berrozpe
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Victor Peralta
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain; Mental Health Department, Servicio Navarro de Salud, Pamplona, Spain
| | | | - Lourdes Fañanás
- Department of Evolutionary Biology, Ecology and Environmental Sciences, Faculty of Biology, University of Barcelona, Biomedicine Institute of the University of Barcelona (IBUB), Barcelona, Spain; Network Centre for Biomedical Research in Mental Health (CIBER of Mental Health, CIBERSAM), Spain
| | - Lucia Janda
- Mental Health Department, Servicio Navarro de Salud, Pamplona, Spain
| | - Sergi Papiol
- Network Centre for Biomedical Research in Mental Health (CIBER of Mental Health, CIBERSAM), Spain; Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Munich 80336, Germany; Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich 80336, Germany
| | - David Peralta
- Mental Health Department, Servicio Navarro de Salud, Pamplona, Spain
| | - María Ribeiro
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Ángela Rosero
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain
| | - Amalia Zarzuela
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain; Mental Health Department, Servicio Navarro de Salud, Pamplona, Spain
| | - Eloi Giné
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Esther Rosado
- Department of Psychiatry, Hospital Universitario de Navarra, Pamplona, Spain; Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
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Ishiwari K, King CP, Martin CD, Tripi JA, George AM, Lamparelli AC, Chitre AS, Polesskaya O, Richards JB, Solberg Woods LC, Gancarz AM, Palmer AA, Dietz DM, Mitchell SH, Meyer PJ. Environmental enrichment promotes adaptive responding during tests of behavioral regulation in male heterogeneous stock rats. Sci Rep 2024; 14:4182. [PMID: 38378969 PMCID: PMC10879139 DOI: 10.1038/s41598-024-53943-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 02/06/2024] [Indexed: 02/22/2024] Open
Abstract
Organisms must regulate their behavior flexibly in the face of environmental challenges. Failure can lead to a host of maladaptive behavioral traits associated with a range of neuropsychiatric disorders, including attention deficit hyperactivity disorder, autism, and substance use disorders. This maladaptive dysregulation of behavior is influenced by genetic and environmental factors. For example, environmental enrichment produces beneficial neurobehavioral effects in animal models of such disorders. The present study determined the effects of environmental enrichment on a range of measures related to behavioral regulation using a large cohort of male, outbred heterogeneous stock (HS) rats as subjects. Subjects were reared from late adolescence onwards either in pairs in standard housing with minimal enrichment (n = 200) or in groups of 16 in a highly enriched environment consisting of a large multi-level cage filled with toys, running wheels, and shelters (n = 64). Rats were subjected to a battery of tests, including: (i) locomotor response to novelty, (ii) light reinforcement, (iii) social reinforcement, (iv) reaction time, (v) a patch-depletion foraging test, (vi) Pavlovian conditioned approach, (vii) conditioned reinforcement, and (viii) cocaine conditioned cue preference. Results indicated that rats housed in the enriched environment were able to filter out irrelevant stimuli more effectively and thereby regulate their behavior more efficiently than standard-housing rats. The dramatic impact of environmental enrichment suggests that behavioral studies using standard housing conditions may not generalize to more complex environments that may be more ethologically relevant.
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Affiliation(s)
- Keita Ishiwari
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
- Department of Pharmacology and Toxicology, University at Buffalo, Buffalo, NY, USA
| | - Christopher P King
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
- Department of Psychology, University at Buffalo, Buffalo, NY, 14260, USA
| | - Connor D Martin
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
| | - Jordan A Tripi
- Department of Psychology, University at Buffalo, Buffalo, NY, 14260, USA
| | - Anthony M George
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
| | | | - Apurva S Chitre
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Oksana Polesskaya
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Jerry B Richards
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
| | - Leah C Solberg Woods
- Department of Internal Medicine, Molecular Medicine, Center on Diabetes, Obesity and Metabolism, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Amy M Gancarz
- Department of Psychology, California State University, Bakersfield, CA, USA
| | - Abraham A Palmer
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Institute for Genomic Medicine, University of California San Diego, La Jolla, CA, USA
| | - David M Dietz
- Department of Pharmacology and Toxicology, University at Buffalo, Buffalo, NY, USA
| | - Suzanne H Mitchell
- Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, USA
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, USA
- Oregon Institute for Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
| | - Paul J Meyer
- Department of Psychology, University at Buffalo, Buffalo, NY, 14260, USA.
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Ishida T, Yamada S, Yasuda K, Uenishi S, Tamaki A, Tabata M, Ikeda N, Takahashi S, Kimoto S. Aberrant brain dynamics of large-scale functional networks across schizophrenia and mood disorder. Neuroimage Clin 2024; 41:103574. [PMID: 38346380 PMCID: PMC10944194 DOI: 10.1016/j.nicl.2024.103574] [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: 11/23/2023] [Revised: 02/05/2024] [Accepted: 02/05/2024] [Indexed: 03/16/2024]
Abstract
INTRODUCTION The dynamics of large-scale networks, which are known as distributed sets of functionally synchronized brain regions and include the visual network (VIN), somatomotor network (SMN), dorsal attention network (DAN), salience network (SAN), limbic network (LIN), frontoparietal network (FPN), and default mode network (DMN), play important roles in emotional and cognitive processes in humans. Although disruptions in these large-scale networks are considered critical for the pathophysiological mechanisms of psychiatric disorders, their role in psychiatric disorders remains unknown. We aimed to elucidate the aberrant dynamics across large-scale networks in patients with schizophrenia (SZ) and mood disorders. METHODS We performed energy-landscape analysis to investigate the aberrant brain dynamics of seven large-scale networks across 50 healthy controls (HCs), 36 patients with SZ, and 42 patients with major depressive disorder (MDD) recruited at Wakayama Medical University. We identified major patterns of brain activity using energy-landscape analysis and estimated their duration, occurrence, and ease of transition. RESULTS We identified four major brain activity patterns that were characterized by the activation patterns of the DMN and VIN (state 1, DMN (-) VIN (-); state 2, DMN (+) VIN (+); state 3, DMN (-) VIN (+); and state 4, DMN (+) VIN (-)). The duration of state 1 and the occurrence of states 1 and 2 were shorter in the SZ group than in HCs and the MDD group, and the duration of state 3 was longer in the SZ group. The ease of transition between states 3 and 4 was larger in the SZ group than in the HCs and the MDD group. The ease of transition from state 3 to state 4 was negatively associated with verbal fluency in patients with SZ. The current study showed that the brain dynamics was more disrupted in SZ than in MDD. CONCLUSIONS Energy-landscape analysis revealed aberrant brain dynamics across large-scale networks between SZ and MDD and their associations with cognitive abilities in SZ, which cannot be captured by conventional functional connectivity analyses. These results provide new insights into the pathophysiological mechanisms underlying SZ and mood disorders.
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Affiliation(s)
- Takuya Ishida
- Department of Neuropsychiatry, Graduate School of Wakayama Medical University, Wakayama 641-8509, Japan.
| | - Shinichi Yamada
- Department of Neuropsychiatry, Graduate School of Wakayama Medical University, Wakayama 641-8509, Japan
| | - Kasumi Yasuda
- Department of Neuropsychiatry, Graduate School of Wakayama Medical University, Wakayama 641-8509, Japan; Department of Neuropsychiatry, Hanwa Izumi Hospital, Osaka 594-1157, Japan
| | - Shinya Uenishi
- Department of Neuropsychiatry, Graduate School of Wakayama Medical University, Wakayama 641-8509, Japan; Department of Psychiatry, Hidaka Hospital, Wakayama 644-0002, Japan
| | - Atsushi Tamaki
- Department of Neuropsychiatry, Graduate School of Wakayama Medical University, Wakayama 641-8509, Japan; Department of Psychiatry, Wakayama Prefectural Mental Health Care Center, Wakayama 643-0811, Japan
| | - Michiyo Tabata
- Department of Neuropsychiatry, Graduate School of Wakayama Medical University, Wakayama 641-8509, Japan; Department of Neuropsychiatry, Nokamikosei Hospital, Wakayama 640-1141, Japan
| | - Natsuko Ikeda
- Department of Neuropsychiatry, Graduate School of Wakayama Medical University, Wakayama 641-8509, Japan
| | - Shun Takahashi
- Department of Neuropsychiatry, Graduate School of Wakayama Medical University, Wakayama 641-8509, Japan; Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka 565-0871, Japan; Clinical Research and Education Center, Asakayama General Hospital, Osaka 590-0018, Japan; Graduate School of Rehabilitation Science, Osaka Metropolitan University, Osaka 583-8555, Japan
| | - Sohei Kimoto
- Department of Neuropsychiatry, Graduate School of Wakayama Medical University, Wakayama 641-8509, Japan
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Vaswani-Bye A, McCain C, Blank JM, Tennison ME, Kopelovich SL. A Thematic Analysis Investigating the Inaugural Psychosis REACH Family Ambassador Peer Training Program. Neuropsychiatr Dis Treat 2024; 20:233-245. [PMID: 38348058 PMCID: PMC10860596 DOI: 10.2147/ndt.s432255] [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: 07/25/2023] [Accepted: 12/15/2023] [Indexed: 02/15/2024] Open
Abstract
Purpose Caregivers of loved ones with psychosis are tasked with navigating a barren care landscape for their loved ones and for themselves. The dearth of resources they face has a negative impact on outcomes for caregivers and their loved ones. The Psychosis REACH program, based on principles from Cognitive Behavioral Therapy for psychosis was developed as a community-based resource for families to address this care gap. A role for family peers called the Psychosis REACH Family Ambassadors (pRFAs) was developed to reinforce skill learning for caregivers by utilizing a task-sharing approach. This qualitative study sought to better understand pRFAs' experiences in the inaugural training cohort of this program. Patients and Methods Eleven pRFAs participated in semi-structured interviews with research coordinators via teleconference. Questions assessed the quality of the training, challenges and facilitators experienced in their role, and ways in which the program could be improved and expanded. Using thematic analysis, members of the research team coded interviews individually, discussed codes until consensus was reached, and iteratively developed themes based on codes that clustered based on meaning or content. Results This process identified 5 key themes: The development of hope and recovery, the development of solidarity networks, the challenges of navigating boundaries, preferred pedagogical strategies, and the need for more support. Conclusion Overall, the themes developed from this qualitative analysis demonstrate the value and feasibility of developing a caregiver peer network of pRFAs trained in recovery-oriented care and CBTp-informed skills to support other caregivers. Additionally, they highlight the challenges associated with being in the role of a pRFA and further efforts needed to align training content and learning management systems to the needs of pRFA trainees. These findings highlight the importance of expanding access to family peer training programs for the wellbeing of caregivers and loved ones with psychosis alike.
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Affiliation(s)
- Akansha Vaswani-Bye
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Chris McCain
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Jennifer M Blank
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Mackenzie E Tennison
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Sarah L Kopelovich
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
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Jansen JL, Bruggeman R, Kiers HAL, Pijnenborg GHM, Castelein S, Veling W, Visser E, Krabbendam L, Koerts J. Financial dissatisfaction in people with psychotic disorders - A short report on its prevalence and correlates in a large naturalistic psychosis cohort. J Psychiatr Res 2024; 170:302-306. [PMID: 38185076 DOI: 10.1016/j.jpsychires.2023.12.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 12/20/2023] [Accepted: 12/27/2023] [Indexed: 01/09/2024]
Abstract
Psychotic disorders have a strong negative impact on multiple aspects of daily life, including people's financial situation. This exploratory study examines the level of financial dissatisfaction and its correlates in a large cohort of people with psychotic disorders. Data from the first assessments of people with psychotic disorders (n = 5271) who were included in the Pharmacotherapy Monitoring and Outcome Survey (PHAMOUS; 2006-2020), which is conducted in the northern Netherlands, were used. The Manchester Short Assessment of Quality of Life (MANSA) was used to measure financial dissatisfaction. In addition, sociodemographic and psychiatric characteristics, substance use and global and social functioning were assessed. One-fifth to one-third of people with psychotic disorders report financial dissatisfaction, fluctuating over the year in which they were assessed. These proportions are considerably higher than in the general population. Cannabis and other substance use were associated with higher levels of financial dissatisfaction (small to medium effect). The other significant associations showed (very) small effect sizes. Therefore, we conclude that financial dissatisfaction in people with psychotic disorders appears to be relatively independent of other demographic and psychiatric characteristics, and global and social functioning. These findings are an important first step for increasing knowledge on financial dissatisfaction among people with psychotic disorders. The findings can also contribute to raising awareness about the topic for healthcare professionals working in this field.
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Affiliation(s)
- J L Jansen
- University of Groningen, Department of Clinical and Developmental Neuropsychology, Grote Kruisstraat 2/1, 9712 TS, Groningen, the Netherlands.
| | - R Bruggeman
- University of Groningen, Department of Clinical and Developmental Neuropsychology, Grote Kruisstraat 2/1, 9712 TS, Groningen, the Netherlands; University Medical Center Groningen, University Center for Psychiatry, Rob Giel Research Center, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands.
| | - H A L Kiers
- University of Groningen, Department of Psychometrics and Statistics, Grote Kruisstraat 2/1, 9712 TS, Groningen, the Netherlands.
| | - G H M Pijnenborg
- University of Groningen, Department of Clinical and Developmental Neuropsychology, Grote Kruisstraat 2/1, 9712 TS, Groningen, the Netherlands; GGZ Drenthe Mental Health Institute, Department of Psychotic Disorders, Dennenweg 9, 9404 LA, Assen, the Netherlands.
| | - S Castelein
- University of Groningen, Department of Clinical and Developmental Neuropsychology, Grote Kruisstraat 2/1, 9712 TS, Groningen, the Netherlands; University Medical Center Groningen, University Center for Psychiatry, Rob Giel Research Center, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands; Lentis Psychiatric Institute, Lentis Research, Hereweg 78a, 9725 AG, Groningen, the Netherlands.
| | - W Veling
- University Medical Center Groningen, University Center for Psychiatry, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands.
| | - E Visser
- University Medical Center Groningen, University Center for Psychiatry, Rob Giel Research Center, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands.
| | - L Krabbendam
- Vrije Universiteit Amsterdam, Department of Clinical, Neuro- and Developmental Psychology, Van der Boechorstraat 7, 1081 BT, Amsterdam, the Netherlands.
| | - J Koerts
- University of Groningen, Department of Clinical and Developmental Neuropsychology, Grote Kruisstraat 2/1, 9712 TS, Groningen, the Netherlands.
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Wen J, Antoniades M, Yang Z, Hwang G, Skampardoni I, Wang R, Davatzikos C. Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning. ARXIV 2024:arXiv:2401.09517v1. [PMID: 38313197 PMCID: PMC10836087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 02/06/2024]
Abstract
Machine learning has been increasingly used to obtain individualized neuroimaging signatures for disease diagnosis, prognosis, and response to treatment in neuropsychiatric and neurodegenerative disorders. Therefore, it has contributed to a better understanding of disease heterogeneity by identifying disease subtypes that present significant differences in various brain phenotypic measures. In this review, we first present a systematic literature overview of studies using machine learning and multimodal MRI to unravel disease heterogeneity in various neuropsychiatric and neurodegenerative disorders, including Alzheimer's disease, schizophrenia, major depressive disorder, autism spectrum disorder, multiple sclerosis, as well as their potential in transdiagnostic settings. Subsequently, we summarize relevant machine learning methodologies and discuss an emerging paradigm which we call dimensional neuroimaging endophenotype (DNE). DNE dissects the neurobiological heterogeneity of neuropsychiatric and neurodegenerative disorders into a low-dimensional yet informative, quantitative brain phenotypic representation, serving as a robust intermediate phenotype (i.e., endophenotype) largely reflecting underlying genetics and etiology. Finally, we discuss the potential clinical implications of the current findings and envision future research avenues.
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Affiliation(s)
- Junhao Wen
- Laboratory of AI and Biomedical Science (LABS), Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, USA
| | - Mathilde Antoniades
- Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL), Center for AI and Data Science for Integrated Diagnostics (AID), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Zhijian Yang
- Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL), Center for AI and Data Science for Integrated Diagnostics (AID), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Gyujoon Hwang
- Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Watertown Plank Rd, Milwaukee, WI, USA
| | - Ioanna Skampardoni
- Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL), Center for AI and Data Science for Integrated Diagnostics (AID), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rongguang Wang
- Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL), Center for AI and Data Science for Integrated Diagnostics (AID), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Christos Davatzikos
- Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL), Center for AI and Data Science for Integrated Diagnostics (AID), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Walter N, Wenzel J, Haas SS, Squarcina L, Bonivento C, Ruef A, Dwyer D, Lichtenstein T, Bastrük Ö, Stainton A, Antonucci LA, Brambilla P, Wood SJ, Upthegrove R, Borgwardt S, Lencer R, Meisenzahl E, Salokangas RKR, Pantelis C, Bertolino A, Koutsouleris N, Kambeitz J, Kambeitz-Ilankovic L. A multivariate cognitive approach to predict social functioning in recent onset psychosis in response to computerized cognitive training. Prog Neuropsychopharmacol Biol Psychiatry 2024; 128:110864. [PMID: 37717645 DOI: 10.1016/j.pnpbp.2023.110864] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 08/01/2023] [Accepted: 09/13/2023] [Indexed: 09/19/2023]
Abstract
Clinical and neuroimaging data has been increasingly used in recent years to disentangle heterogeneity of treatment response to cognitive training (CT) and predict which individuals may achieve the highest benefits. CT has small to medium effects on improving cognitive and social functioning in recent onset psychosis (ROP) patients, who show the most profound cognitive and social functioning deficits among psychiatric patients. We employed multivariate pattern analysis (MVPA) to investigate the potential of cognitive data to predict social functioning improvement in response to 10 h of CT in patients with ROP. A support vector machine (SVM) classifier was trained on the naturalistic data of the Personalized Prognostic Tools for Early Psychosis Management (PRONIA) study sample to predict functioning in an independent sample of 70 ROP patients using baseline cognitive data. PRONIA is a part of a FP7 EU grant program that involved 7 sites across 5 European countries, designed and conducted with the main aim of identifying (bio)markers associated with an enhanced risk of developing psychosis in order to improve early detection and prognosis. Social functioning was predicted with a balanced accuracy (BAC) of 66.4% (Sensitivity 78.8%; Specificity 54.1%; PPV 60.5%; NPV 74.1%; AUC 0.64; P = 0.01). The most frequently selected cognitive features (mean feature weights > ± 0.2) included the (1) correct number of symbol matchings within the Digit Symbol Substitution Test, (2) the number of distracting stimuli leading to an error within 300 and 200 trials in the Continuous Performance Test and (3) the dynamics of verbal fluency between 15 and 30 s within the Verbal Fluency Test, phonetic part. Next, the SVM classifier generated on the PRONIA sample was applied to the intervention sample, that obtained 54 ROP patients who were randomly assigned to a social cognitive training (SCT) or treatment as usual (TAU) group and dichotomized into good (GF-S ≥ 7) and poor (GF-S < 7) functioning patients based on their level of Global Functioning-Social (GF-S) score at follow-up (FU). By applying the initial PRONIA classifier, using out-of-sample cross-validation (OOCV) to the sample of ROP patients who have undergone the CT intervention, a BAC of 59.3% (Sensitivity 70.4%; Specificity 48.1%; PPV 57.6%; NPV 61.9%; AUC 0.63) was achieved at T0 and a BAC of 64.8% (Sensitivity 66.7%; Specificity 63.0%; PPV 64.3%; NPV 65.4%; AUC 0.66) at FU. After SCT intervention, a significant improvement in predicted social functioning values was observed in the SCT compared to TAU group (P ≤0.05; ES[Cohens' d] = 0.18). Due to a small sample size and modest variance of social functioning of the intervention sample it was not feasible to predict individual response to SCT in the current study. Our findings suggest that the use of baseline cognitive data could provide a robust individual estimate of future social functioning, while prediction of individual response to SCT using cognitive data that can be generated in the routine patient care remains to be addressed in large-scale cognitive training trials.
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Affiliation(s)
- Nina Walter
- Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Kerpenerstr.62, 50931, Cologne, Germany
| | - Julian Wenzel
- Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Kerpenerstr.62, 50931, Cologne, Germany
| | - Shalaila S Haas
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, NY, New York, United States of America
| | | | | | - Anne Ruef
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilian University, Munich, Germany
| | - Dominic Dwyer
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilian University, Munich, Germany; Orygen Youth Health, Melbourne, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Theresa Lichtenstein
- Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Kerpenerstr.62, 50931, Cologne, Germany
| | - Öznur Bastrük
- Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Kerpenerstr.62, 50931, Cologne, Germany
| | - Alexandra Stainton
- Orygen Youth Health, Melbourne, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Linda A Antonucci
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, Bari, Italy
| | - Paolo Brambilla
- Department of Neuosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Mental Health, University of Milan, Milan, Italy
| | - Stephen J Wood
- Orygen Youth Health, Melbourne, Australia; School of Psychology, University of Birmingham, United Kingdom; Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Rachel Upthegrove
- School of Psychology, University of Birmingham, United Kingdom; Institute of Mental Health, University of Birmingham, Birmingham, United Kingdom
| | - Stefan Borgwardt
- Translational Psychiatry Unit (TPU), Department of Psychiatry and Psychotherapy, University of Luebeck, Germany
| | - Rebekka Lencer
- Translational Psychiatry Unit (TPU), Department of Psychiatry and Psychotherapy, University of Luebeck, Germany
| | - Eva Meisenzahl
- Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | | | - Christos Pantelis
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, University of Melbourne & NorthWestern Mental Health, Melbourne, Australia
| | - Alessandro Bertolino
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, Bari, Italy
| | - Nikolaos Koutsouleris
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilian University, Munich, Germany; Max Planck Institute for Psychiatry, Munich, Germany; Institute of Psychiatry, Psychology & Neuroscience, Department of Psychosis Studies, King's College London, London, United Kingdom
| | - Joseph Kambeitz
- Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Kerpenerstr.62, 50931, Cologne, Germany
| | - Lana Kambeitz-Ilankovic
- Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Kerpenerstr.62, 50931, Cologne, Germany; Faculty of Psychology and Educational Sciences, Department of Psychology, Ludwig-Maximilian University, Munich, Germany.
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Cheng Z, Huang B, Ma K, Miao Q, Yuan Y, Han X, Yang L, Zeng X, Yang F, Wang C, Lu Z, Deng H, Zhao J, Yu X, Pu C. Trajectories of social function in patients with first-episode schizophrenia: Analysis of data from a 10-year follow-up study. Asian J Psychiatr 2024; 91:103834. [PMID: 37988930 DOI: 10.1016/j.ajp.2023.103834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 11/09/2023] [Accepted: 11/14/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND Patients with schizophrenia may have diverse functional outcomes. However, the long-term functional trajectories of patients with first-episode schizophrenia (FES) are unclear. METHODS We extracted data from the Chinese First-Episode Schizophrenia Trial, a 10-year prospective study of antipsychotic-naïve patients with FES. We applied K means cluster modelling to longitudinal data on the social function of patients with FES and examined associations of the empirically derived trajectories with baseline clinical characteristics of the 10-year follow-up. OUTCOMES Three distinct functional trajectories emerged: improving-favorable (39·3%), improving-poor (17·8%) and improving-stable (42·9%). All three trajectories demonstrated Personal and Social Performance (PSP) score improvement in the first six months. The improving-poor trajectory demonstrated PSP score decline during the second six months and thereafter, while PSP scores in the other two trajectories were mainly stable during the same period. Patients in the improving-favorable trajectory had higher baseline PSP scores than those in the improving-poor trajectory (OR=0·904 [0·852, 0·961], p < 0·05) and the improving-stable trajectory (OR=0·870 [0·825, 0·918], p < 0·001) and were more likely to be female than those in the improving-stable trajectory (OR=2·699 [1·030, 7·074], p < 0·05). CONCLUSIONS Patients with FES demonstrated varied long-term functional recovery profiles. The first year, especially the second half of the first year, is a key period for social function interventions that improve long-term functional outcomes. Male patients and patients with poor baseline function may particularly benefit from such interventions.
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Affiliation(s)
- Zhang Cheng
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Bingjie Huang
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Ke Ma
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Qi Miao
- Shandong Mental Health Center, Shandong University, Jinan, Shandong 250014, China
| | - Yanbo Yuan
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Xue Han
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Lei Yang
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Xin Zeng
- Peking University Clinical Research Institute, Beijing, China
| | - Fude Yang
- Beijing Hui-Long-Guan Hospital, Beijing, China
| | - Chuanyue Wang
- Beijing Anding Hospital, Capital Medical University, Beijing, China
| | - Zheng Lu
- Tongji Hospital of Tongji University, Shanghai, China
| | - Hong Deng
- West China Hospital, Sichuan University, Chengdu, China
| | - Jingping Zhao
- Mental Health Institute, Second Xiangya Hospital, Central South University, Changsha, China
| | - Xin Yu
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China.
| | - Chengcheng Pu
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China.
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