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Camporesi S, Xin L, Golay P, Eap CB, Cleusix M, Cuenod M, Fournier M, Hashimoto K, Jenni R, Ramain J, Restellini R, Solida A, Conus P, Do KQ, Khadimallah I. Neurocognition and NMDAR co-agonists pathways in individuals with treatment resistant first-episode psychosis: a 3-year follow-up longitudinal study. Mol Psychiatry 2024:10.1038/s41380-024-02631-4. [PMID: 38849515 DOI: 10.1038/s41380-024-02631-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 05/15/2024] [Accepted: 05/28/2024] [Indexed: 06/09/2024]
Abstract
This study aims to determine whether 1) individuals with treatment-resistant schizophrenia display early cognitive impairment compared to treatment-responders and healthy controls and 2) N-methyl-D-aspartate-receptor hypofunction is an underlying mechanism of cognitive deficits in treatment-resistance. In this case‒control 3-year-follow-up longitudinal study, n = 697 patients with first-episode psychosis, aged 18 to 35, were screened for Treatment Response and Resistance in Psychosis criteria through an algorithm that assigns patients to responder, limited-response or treatment-resistant category (respectively resistant to 0, 1 or 2 antipsychotics). Assessments at baseline: MATRICS Consensus Cognitive Battery; N-methyl-D-aspartate-receptor co-agonists biomarkers in brain by MRS (prefrontal glutamate levels) and plasma (D-serine and glutamate pathways key markers). Patients were compared to age- and sex-matched healthy controls (n = 114). Results: patient mean age 23, 27% female. Treatment-resistant (n = 51) showed lower scores than responders (n = 183) in processing speed, attention/vigilance, working memory, verbal learning and visual learning. Limited responders (n = 59) displayed an intermediary phenotype. Treatment-resistant and limited responders were merged in one group for the subsequent D-serine and glutamate pathway analyses. This group showed D-serine pathway dysregulation, with lower levels of the enzymes serine racemase and serine-hydroxymethyltransferase 1, and higher levels of the glutamate-cysteine transporter 3 than in responders. Better cognition was associated with higher D-serine and lower glutamate-cysteine transporter 3 levels only in responders; this association was disrupted in the treatment resistant group. Treatment resistant patients and limited responders displayed early cognitive and persistent functioning impairment. The dysregulation of NMDAR co-agonist pathways provides underlying molecular mechanisms for cognitive deficits in treatment-resistant first-episode psychosis. If replicated, our findings would open ways to mechanistic biomarkers guiding response-based patient stratification and targeting cognitive improvement in clinical trials.
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Affiliation(s)
- Sara Camporesi
- Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
- Service of General Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
- Department of psychiatry and Emergency Department, Geneva University Hospital, Geneva, Switzerland
| | - Lijing Xin
- Center for Biomedical Imaging, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Philippe Golay
- Service of General Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Chin Bin Eap
- Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Geneva, Switzerland
- Center for Research and Innovation in Clinical Pharmaceutical Sciences, University of Lausanne, Lausanne, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, University of Lausanne, Geneva, Switzerland
| | - Martine Cleusix
- Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Michel Cuenod
- Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Margot Fournier
- Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Kenji Hashimoto
- Division of Clinical Neuroscience, Chiba University Center for Forensic Mental Health, Chiba, Japan
| | - Raoul Jenni
- Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Julie Ramain
- Service of General Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
- Training and Research Institute in Mental Health (IFRSM), Neuchâtel Centre of Psychiatry, Neuchâtel, Switzerland
| | - Romeo Restellini
- Service of General Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
- Emergency medicine department, Geneva University Hospital, Geneva, Switzerland
| | - Alessandra Solida
- Service of General Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
- Psychiatry Department for Adults 2, Neuchâtel Centre of Psychiatry, Prefargier, Switzerland
| | - Philippe Conus
- Service of General Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Kim Q Do
- Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
| | - Ines Khadimallah
- Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland.
- Translational Research Center, University Hospital of Psychiatry, University of Bern, Bern, Switzerland.
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López-Díaz Á, Palermo-Zeballos FJ, Gutierrez-Rojas L, Alameda L, Gotor-Sánchez-Luengo F, Garrido-Torres N, Métrailler J, Alerci L, Bonnarel V, Cano-Domínguez P, Avanesi-Molina E, Soto-Ontoso M, Torrecilla-Olavarrieta R, Muñoz-Manchado LI, Torres-Hernández P, González-Higueras F, Prados-Ojeda JL, Herrera-Cortés M, Meca-García JM, Gordillo-Urbano RM, Sánchez-Robles C, Delgado-Durán T, Soriano-Peña MF, Golay P, Conus P, Crespo-Facorro B, Ruiz-Veguilla M. Proxy measures for the assessment of psychotic and affective symptoms in studies using electronic health records. BJPsych Open 2024; 10:e22. [PMID: 38179604 PMCID: PMC10790217 DOI: 10.1192/bjo.2023.623] [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: 08/24/2023] [Revised: 10/31/2023] [Accepted: 11/14/2023] [Indexed: 01/06/2024] Open
Abstract
BACKGROUND There is a lack of standardised psychometric data in electronic health record (EHR)-based research. Proxy measures of symptom severity based on patients' clinical records may be useful surrogates in mental health EHR research. AIMS This study aimed to validate proxy tools for the short versions of the Positive and Negative Syndrome Scale (PANSS-6), Young Mania Rating Scale (YMRS-6) and Montgomery-Åsberg Depression Rating Scale (MADRS-6). METHOD A cross-sectional, multicentre study was conducted in a sample of 116 patients with first-episode psychosis from 12 public hospitals in Spain. Concordance between PANSS-6, YMRS-6 and MADRS-6 scores and their respective proxies was evaluated based on information from EHR clinical notes, using a variety of statistical procedures, including multivariate tests to adjust for potential confounders. Bootstrapping techniques were used for internal validation, and an independent cohort from the Treatment and Early Intervention in Psychosis Program (TIPP-Lausanne, Switzerland) for external validation. RESULTS The proxy versions correlated strongly with their respective standardised scales (partial correlations ranged from 0.75 to 0.84) and had good accuracy and discriminatory power in distinguishing between patients in and not in remission (percentage of patients correctly classified ranged from 83.9 to 91.4% and bootstrapped optimism-corrected area under the receiver operating characteristic curve ranged from 0.76 to 0.89), with high interrater reliability (intraclass correlation coefficient of 0.81). The findings remained robust in the external validation data-set. CONCLUSIONS The proxy instruments proposed for assessing psychotic and affective symptoms by reviewing EHR provide a feasible and reliable alternative to traditional structured psychometric procedures, and a promising methodology for real-world practice settings.
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Affiliation(s)
- Álvaro López-Díaz
- Mental Health Clinical Management Unit, Virgen Macarena University Hospital, Seville, Spain; Translational Psychiatry Research Group (PsyNal), Seville Biomedical Research Centre (IBiS), Spain; Spanish Network for Research in Mental Health, Carlos III Institute (CIBERSAM, ISCIII), Seville, Spain; Department of Psychiatry, School of Medicine, University of Seville, Spain; and First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain
| | - Fernanda Jazmín Palermo-Zeballos
- Mental Health Clinical Management Unit, Virgen Macarena University Hospital, Seville, Spain; and First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain
| | - Luis Gutierrez-Rojas
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; Mental Health Clinical Management Unit, San Cecilio University Hospital, Granada, Spain; Psychiatry and Neurosciences Research Group (CTS-549), Institute of Neurosciences, University of Granada, Spain; and Department of Psychiatry, University of Granada, Spain
| | - Luis Alameda
- Service of General Psychiatry, Treatment and Early Intervention in Psychosis Program (TIPP), Lausanne University Hospital and University of Lausanne, Switzerland; and Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, UK
| | - Francisco Gotor-Sánchez-Luengo
- Department of Psychiatry, School of Medicine, University of Seville, Spain; First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Virgen del Rocío University Hospital, Seville, Spain
| | - Nathalia Garrido-Torres
- Translational Psychiatry Research Group (PsyNal), Seville Biomedical Research Centre (IBiS), Spain; Spanish Network for Research in Mental Health, Carlos III Institute (CIBERSAM, ISCIII), Seville, Spain; First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Virgen del Rocío University Hospital, Seville, Spain
| | - Johann Métrailler
- Service of General Psychiatry, Treatment and Early Intervention in Psychosis Program (TIPP), Lausanne University Hospital and University of Lausanne, Switzerland
| | - Livia Alerci
- Service of General Psychiatry, Treatment and Early Intervention in Psychosis Program (TIPP), Lausanne University Hospital and University of Lausanne, Switzerland
| | - Vincent Bonnarel
- Service of General Psychiatry, Treatment and Early Intervention in Psychosis Program (TIPP), Lausanne University Hospital and University of Lausanne, Switzerland
| | - Pablo Cano-Domínguez
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Virgen de la Victoria University Hospital, Málaga, Spain
| | - Elma Avanesi-Molina
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Virgen de la Victoria University Hospital, Málaga, Spain
| | - Miguel Soto-Ontoso
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Torrecárdenas University Hospital, Almería, Spain
| | - Rocio Torrecilla-Olavarrieta
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Jerez University Hospital, Cádiz, Spain
| | - Leticia Irene Muñoz-Manchado
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Jerez University Hospital, Cádiz, Spain
| | - Pedro Torres-Hernández
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Jaén University Hospital, Spain
| | - Fermín González-Higueras
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Jaén University Hospital, Spain
| | - Juan Luis Prados-Ojeda
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Reina Sofía University Hospital, Córdoba, Spain
| | - Mario Herrera-Cortés
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Reina Sofía University Hospital, Córdoba, Spain
| | - José Miguel Meca-García
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Poniente University Hospital, Almería, Spain
| | - Rafael Manuel Gordillo-Urbano
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Infanta Margarita Hospital, Córdoba, Spain
| | - Cristina Sánchez-Robles
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Juan Ramón Jiménez Hospital, Huelva, Spain
| | - Tomás Delgado-Durán
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Juan Ramón Jiménez Hospital, Huelva, Spain
| | - María Felipa Soriano-Peña
- First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, San Agustín University Hospital, Linares, Spain
| | - Philippe Golay
- Service of General Psychiatry, Treatment and Early Intervention in Psychosis Program (TIPP), Lausanne University Hospital and University of Lausanne, Switzerland
| | - Philippe Conus
- Service of General Psychiatry, Treatment and Early Intervention in Psychosis Program (TIPP), Lausanne University Hospital and University of Lausanne, Switzerland
| | - Benedicto Crespo-Facorro
- Translational Psychiatry Research Group (PsyNal), Seville Biomedical Research Centre (IBiS), Spain; Spanish Network for Research in Mental Health, Carlos III Institute (CIBERSAM, ISCIII), Seville, Spain; Department of Psychiatry, School of Medicine, University of Seville, Spain; First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Virgen del Rocío University Hospital, Seville, Spain
| | - Miguel Ruiz-Veguilla
- Translational Psychiatry Research Group (PsyNal), Seville Biomedical Research Centre (IBiS), Spain; Spanish Network for Research in Mental Health, Carlos III Institute (CIBERSAM, ISCIII), Seville, Spain; Department of Psychiatry, School of Medicine, University of Seville, Spain; First-Episode Psychosis Research Network of Andalusia (Red PEPSur), Spain; and Mental Health Clinical Management Unit, Virgen del Rocío University Hospital, Seville, Spain
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Walta M, Laurikainen H, Armio RL, From T, Tolvanen A, Salokangas RKR, Hietala J. Selection bias in clinical studies of first-episode psychosis: A follow-up study. Schizophr Res 2022; 246:235-240. [PMID: 35839535 DOI: 10.1016/j.schres.2022.06.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 05/18/2022] [Accepted: 06/20/2022] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Selection bias is a concern in studies on psychotic disorders due to high dropout rates and many eligibility criteria for inclusion. We studied how representative the first-episode psychosis study sample in the Turku Early Psychosis Study (TEPS) was. METHODS We screened 3772 consecutive admissions to the clinical psychiatric services of Turku Psychiatry, Finland, between October 2011 and June 2016. A total of 193 subjects had first-episode psychosis and were suitable for TEPS. Out of 193 subjects, 101 participated (PA) and 92 did not participate (NPA) in TEPS due to refusal or contact problems. We retrospectively used patient register data to study whether NPA and PA groups differed in terms of clinical outcomes during 1-year follow-up. RESULTS In overall sample, the NPA group had a significantly higher rate of discontinuation of clinical treatment than the PA group (48.9 % vs 29.7 %, p = 0.01). In the hospital-treated subsample chi-square tests did not indicate statistically significant differences between the NPA and PA groups in the rate of involuntary care (69.7 % vs 62.7 %, p = 0.34), coercive measures (36.0 % vs 22.7 %, p = 0.06), and readmissions during the follow-up (41.5 % vs 33.8 %, p = 0.31), respectively. CONCLUSION The differences in clinical outcomes and treatment characteristics in the non-participating and participating groups were relatively modest. The results do not support a major sample selection bias that would complicate the interpretation of results in this first-episode psychosis study.
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Affiliation(s)
- Maija Walta
- Department of Psychiatry, University of Turku, Kunnallissairaalantie 20, Building 9, 20700 Turku, Finland; Psychiatry Services, Turku University Hospital, Kiinamyllynkatu 4-8, 20520 Turku, Finland; Psychiatric Services, Turku City, Kunnallissairaalantie 20, Building 9, 20700 Turku, Finland.
| | - Heikki Laurikainen
- Department of Psychiatry, University of Turku, Kunnallissairaalantie 20, Building 9, 20700 Turku, Finland; Psychiatry Services, Turku University Hospital, Kiinamyllynkatu 4-8, 20520 Turku, Finland
| | - Reetta-Liina Armio
- Department of Psychiatry, University of Turku, Kunnallissairaalantie 20, Building 9, 20700 Turku, Finland; Psychiatry Services, Turku University Hospital, Kiinamyllynkatu 4-8, 20520 Turku, Finland
| | - Tiina From
- Department of Psychiatry, University of Turku, Kunnallissairaalantie 20, Building 9, 20700 Turku, Finland
| | - Arvi Tolvanen
- Department of Psychiatry, University of Turku, Kunnallissairaalantie 20, Building 9, 20700 Turku, Finland
| | - Raimo K R Salokangas
- Department of Psychiatry, University of Turku, Kunnallissairaalantie 20, Building 9, 20700 Turku, Finland
| | - Jarmo Hietala
- Department of Psychiatry, University of Turku, Kunnallissairaalantie 20, Building 9, 20700 Turku, Finland; Psychiatry Services, Turku University Hospital, Kiinamyllynkatu 4-8, 20520 Turku, Finland; Psychiatric Services, Turku City, Kunnallissairaalantie 20, Building 9, 20700 Turku, Finland
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Salazar de Pablo G, Davies C, de Diego H, Solmi M, Shin JI, Carvalho AF, Radua J, Fusar-Poli P. Transition to psychosis in randomized clinical trials of individuals at clinical high risk of psychosis compared to observational cohorts: a systematic review and meta-analysis. Eur Psychiatry 2021; 64:e51. [PMID: 34315555 PMCID: PMC8390336 DOI: 10.1192/j.eurpsy.2021.2222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 06/30/2021] [Accepted: 07/13/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Individuals at clinical high risk of psychosis (CHR-P) recruited in randomized clinical trials (RCTs) and observational cohorts may display a different enrichment and hence risk of transition to psychosis. No meta-analysis has ever addressed this issue. METHODS "Preferred Reporting Items for Systematic reviews and Meta-Analyses" (PRISMA) and "Meta-analysis Of Observational Studies in Epidemiology" (MOOSE)-compliant meta-analysis. PubMed and Web of Science were searched until November 2020 (PROSPERO:CRD42021229223). We included nonoverlapping longitudinal studies (RCTs-control condition and observational cohorts) reporting the transition to psychosis in CHR-P individuals. The primary effect size measure was the cumulative risk of transition at 0.5, 1, and 2 years follow-up in RCTs compared to observational cohorts. Random effects meta-analyses, heterogeneity assessment, quality assessment, and meta-regressions were conducted. RESULTS Ninety-four independent studies (24 RCTs, 70 observational cohorts) and 9,243 individuals (mean age = 20.1 ± 3.0 years; 43.7% females) were included. The meta-analytical risk of transitioning to psychosis from a CHR-P stage was 0.091 (95% confidence intervals [CI] = 0.068-0.121) at 0.5 years, 0.140 (95% CI = 0.101-0.191) at 1 year and 0.165 (95% CI = 0.097-0.267) at 2 years follow-up in RCTs, and 0.081 (95% CI = 0.067-0.099) at 0.5 years, 0.138 (95% CI = 0.114-0.167) at 1 year, and 0.174 (95% CI = 0.156-0.193) at 2 years follow-up in observational cohorts. There were no between-group differences in transition risks (p > 0.05). The proportion of CHR-P individuals with substance use disorders (excluding alcohol and cannabis) was higher in observational cohorts (16.8, 95% CI = 13.3-21.0%) than in RCTs (3.4, 95% CI = 0.8-12.7%; p = 0.018). CONCLUSIONS There is no meta-analytic evidence supporting sampling biases in RCTs of CHR-P individuals. Further RCTs are needed to detect effective interventions to prevent psychosis in this at-risk group.
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Affiliation(s)
- Gonzalo Salazar de Pablo
- Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- Institute of Psychiatry and Mental Health, Department of Child and Adolescent Psychiatry, Hospital General Universitario Gregorio Marañón School of Medicine, Universidad Complutense, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), CIBERSAM, Madrid, Spain Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Cathy Davies
- Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
| | - Héctor de Diego
- Institute of Psychiatry and Mental Health, Department of Child and Adolescent Psychiatry, Hospital General Universitario Gregorio Marañón School of Medicine, Universidad Complutense, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), CIBERSAM, Madrid, Spain Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Marco Solmi
- Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- Department of Psychiatry, University of Ottawa, Department of Mental Health, The Ottawa Hospital
| | - Jae Il Shin
- Department of Paediatrics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Andre F. Carvalho
- IMPACT (Innovation in Mental and Physical Health and Clinical Treatment) Strategic Research Centre, School of Medicine, Barwon Health, Deakin University, Geelong, VIC, Australia
| | - Joaquim Radua
- Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- Imaging of Mood- and Anxiety-Related Disorders (IMARD) Group, Institut d’Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), CIBERSAM, Barcelona, Spain
- Department of Clinical Neuroscience, Centre for Psychiatric Research and Education, Karolinska Institutet, Stockholm, Sweden
| | - Paolo Fusar-Poli
- Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- OASIS service, South London and Maudsley NHS Foundation Trust, London, UK
- National Institute for Health Research, Maudsley Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, London, UK
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Topology predicts long-term functional outcome in early psychosis. Mol Psychiatry 2021; 26:5335-5346. [PMID: 32632207 PMCID: PMC8589664 DOI: 10.1038/s41380-020-0826-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 06/05/2020] [Accepted: 06/17/2020] [Indexed: 12/02/2022]
Abstract
Early intervention in psychosis is crucial to improving patient response to treatment and the functional deficits that critically affect their long-term quality of life. Stratification tools are needed to personalize functional deficit prevention strategies at an early stage. In the present study, we applied topological tools to analyze symptoms of early psychosis patients, and detected a clear stratification of the cohort into three groups. One of the groups had a significantly better psychosocial outcome than the others after a 3-year clinical follow-up. This group was characterized by a metabolic profile indicative of an activated antioxidant response, while that of the groups with poorer outcome was indicative of oxidative stress. We replicated in a second cohort the finding that the three distinct clinical profiles at baseline were associated with distinct outcomes at follow-up, thus validating the predictive value of this new stratification. This approach could assist in personalizing treatment strategies.
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