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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: 0] [Impact Index Per Article: 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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2
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Vinogradov S. Harnessing neuroplasticity. Psychiatry Res 2023; 330:115607. [PMID: 38000206 DOI: 10.1016/j.psychres.2023.115607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 11/10/2023] [Accepted: 11/11/2023] [Indexed: 11/26/2023]
Abstract
Twenty years ago, cognitive impairments were recognized as an unmet treatment need in schizophrenia. Basic science discoveries in neuroplasticity had led to cognitive training approaches for dyslexia. We wondered whether a similar approach could target working memory deficits in schizophrenia by harnessing plasticity in the auditory cortex. Our per protocol experimental therapeutics studies tested the hypothesis that sharpening auditory cortical representations would result in better verbal learning and memory. We also later studied the effects of intensive training of basic social cognitive operations. Our training protocols were deliberately focused, effortful and intensive, since participants were often up against decades of cortical dysplasticity. In studies in different stages of illness, we demonstrated that neuroscience-informed cognitive training was associated with: (1) proximal psychophysical as well as distal cognitive improvements; (2) increases in serum BDNF levels; (3) negative effects of serum anticholinergic burden; (4) electrophysiologic responses and brain activation patterns consistent with restorative neuroplastic changes in cortex; (5) positive cortical and thalamic volumetric changes suggestive of neuroprotection; (6) better 6-month clinical functioning in those with a positive initial response. Taken together, this work indicates how much the field of psychiatry could benefit from a deep understanding of the basic science of cortical neuroplasticity processes and of how they can be deliberately and efficiently harnessed for therapeutic purposes.
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Affiliation(s)
- Sophia Vinogradov
- Department of Psychiatry and Behavioral Science, University of Minnesota Medical School, United States.
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3
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Miley K, Meyer-Kalos P, Ma S, Bond DJ, Kummerfeld E, Vinogradov S. Causal pathways to social and occupational functioning in the first episode of schizophrenia: uncovering unmet treatment needs. Psychol Med 2023; 53:2041-2049. [PMID: 37310333 PMCID: PMC10106305 DOI: 10.1017/s0033291721003780] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Revised: 08/30/2021] [Accepted: 09/01/2021] [Indexed: 11/06/2022]
Abstract
BACKGROUND We aimed to identify unmet treatment needs for improving social and occupational functioning in early schizophrenia using a data-driven causal discovery analysis. METHODS Demographic, clinical, and psychosocial measures were obtained for 276 participants from the Recovery After an Initial Schizophrenia Episode Early Treatment Program (RAISE-ETP) trial at baseline and 6-months, along with measures of social and occupational functioning from the Quality of Life Scale. The Greedy Fast Causal Inference algorithm was used to learn a partial ancestral graph modeling causal relationships across baseline variables and 6-month functioning. Effect sizes were estimated using a structural equation model. Results were validated in an independent dataset (N = 187). RESULTS In the data-generated model, greater baseline socio-affective capacity was a cause of greater baseline motivation [Effect size (ES) = 0.77], and motivation was a cause of greater baseline social and occupational functioning (ES = 1.5 and 0.96, respectively), which in turn were causes of their own 6-month outcomes. Six-month motivation was also identified as a cause of occupational functioning (ES = 0.92). Cognitive impairment and duration of untreated psychosis were not direct causes of functioning at either timepoint. The graph for the validation dataset was less determinate, but otherwise supported the findings. CONCLUSIONS In our data-generated model, baseline socio-affective capacity and motivation are the most direct causes of occupational and social functioning 6 months after entering treatment in early schizophrenia. These findings indicate that socio-affective abilities and motivation are specific high-impact treatment needs that must be addressed in order to promote optimal social and occupational recovery.
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Affiliation(s)
- Kathleen Miley
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA
- School of Nursing, University of Minnesota, Minneapolis, MN, USA
| | - Piper Meyer-Kalos
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Sisi Ma
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA
| | - David J. Bond
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Erich Kummerfeld
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA
| | - Sophia Vinogradov
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA
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4
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Sampedro A, Ibarretxe-Bilbao N, Peña J, Cabrera-Zubizarreta A, Sánchez P, Gómez-Gastiasoro A, Iriarte-Yoller N, Pavón C, Tous-Espelosin M, Ojeda N. Analyzing structural and functional brain changes related to an integrative cognitive remediation program for schizophrenia: A randomized controlled trial. Schizophr Res 2023; 255:82-92. [PMID: 36965364 DOI: 10.1016/j.schres.2023.03.021] [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: 11/29/2021] [Revised: 02/07/2023] [Accepted: 03/11/2023] [Indexed: 03/27/2023]
Abstract
Cognitive remediation has been shown to improve cognition in schizophrenia, but little is known about the specific functional and structural brain changes related to the implementation of an integrative cognitive remediation program. This study analyzed the functional and structural brain changes identified after implementing an integrative cognitive remediation program, REHACOP, in schizophrenia. The program combined cognitive remediation, social cognitive training, and functional and social skills training. The sample included 59 patients that were assigned to either the REHACOP group or an active control group for 20 weeks. In addition to a clinical and neuropsychological assessment, T1-weighted, diffusion-weighted and functional magnetic resonance images were acquired during a resting-state and during a memory paradigm, both at baseline and follow-up. Voxel-based morphometry, tract-based spatial statistics, resting-state functional connectivity, and brain activation analyses during the memory paradigm were performed. Brain changes were assessed with a 2 × 2 repeated-measure analysis of covariance for group x time interaction. Intragroup paired t-tests were also carried out. Repeated-measure analyses revealed improvements in cognition and functional outcome, but no significant brain changes associated with the integrative cognitive remediation program. Intragroup analyses showed greater gray matter volume and cortical thickness in right temporal regions at post-treatment in the REHACOP group. The absence of significant brain-level results associated with cognitive remediation may be partly due to the small sample size, which limited the statistical power of the study. Therefore, further research is needed to clarify whether the temporal lobe may be a key area involved in cognitive improvements following cognitive remediation.
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Affiliation(s)
- Agurne Sampedro
- University of Deusto, Faculty of Health Sciences, Department of Psychology, Bilbao, Spain
| | - Naroa Ibarretxe-Bilbao
- University of Deusto, Faculty of Health Sciences, Department of Psychology, Bilbao, Spain
| | - Javier Peña
- University of Deusto, Faculty of Health Sciences, Department of Psychology, Bilbao, Spain.
| | | | - Pedro Sánchez
- Bioaraba, New Therapies in Mental Health, Osakidetza Basque Health Service, Araba Mental Health Service, Alava Psychiatric Hospital, Vitoria-Gasteiz, Spain; University of Deusto, Faculty of Health Sciences, Department of Medicine, Bilbao, Spain
| | - Ainara Gómez-Gastiasoro
- University of the Basque Country (UPV/EHU), Faculty of Psychology, Department of Basic Psychological Processes and Development, Donostia, Spain
| | - Nagore Iriarte-Yoller
- Bioaraba, New Therapies in Mental Health, Osakidetza Basque Health Service, Araba Mental Health Service, Alava Psychiatric Hospital, Vitoria-Gasteiz, Spain
| | - Cristóbal Pavón
- Bioaraba, New Therapies in Mental Health, Osakidetza Basque Health Service, Araba Mental Health Service, Alava Psychiatric Hospital, Vitoria-Gasteiz, Spain
| | - Mikel Tous-Espelosin
- University of the Basque Country (UPV/EHU), Faculty of Education and Sport, Department of Physical Education and Sport, Vitoria-Gasteiz, Spain
| | - Natalia Ojeda
- University of Deusto, Faculty of Health Sciences, Department of Psychology, Bilbao, Spain
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5
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Lohaus T, Rogalla S, Thoma P. Use of Technologies in the Therapy of Social Cognition Deficits in Neurological and Mental Diseases: A Systematic Review. Telemed J E Health 2023; 29:331-351. [PMID: 35532968 DOI: 10.1089/tmj.2022.0037] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Objective: This article systematically reviews the effects of technology-based (TB) treatments on impaired social cognition (SC) in neurological and mental disorders. Methods: Strictly adhering to the PRISMA guidelines, a systematic search was carried out in PsycINFO, PubMed, and Web of Science (last search: April 22, 2021) to identify studies that, implementing a control group design, evaluated TB treatments targeting deficits in emotion recognition, Theory of Mind (ToM) and social behavior in adult patients with nondevelopmental and nonprogressive neurological or mental disorders. Risk of bias was assessed using the PEDro Scale, certainty assessment followed the GRADE approach. Results: Sixteen studies involving 857 patients, all focusing on psychotic disorders, were retrieved. The most pronounced effects were observed concerning emotion recognition with all studies revealing overall improvements. Regarding ToM and social behavior, results were mixed. However, the number of studies including outcome measures for these domains, is significantly lower compared to the domain of emotion recognition, limiting the validity of the results. Risk of bias and certainty assessment revealed further limitations of evidence. Conclusion: TB treatment achieves positive effects especially with regard to emotion recognition impairments, at least for patients with schizophrenia. Future research should expand the evaluation of TB training of other SC domains, ought to be carried out in more diverse patient populations, rely on different devices, and include follow-up measurements.
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Affiliation(s)
- Tobias Lohaus
- Neuropsychological Therapy Centre (NTC), Faculty of Psychology, Ruhr University Bochum, Bochum, Germany
| | - Sally Rogalla
- Neuropsychological Therapy Centre (NTC), Faculty of Psychology, Ruhr University Bochum, Bochum, Germany
| | - Patrizia Thoma
- Neuropsychological Therapy Centre (NTC), Faculty of Psychology, Ruhr University Bochum, Bochum, Germany
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6
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Jia Y, Kudo K, Hinkley LBN, Fisher M, Vinogradov S, Nagarajan S, Subramaniam K. Abnormal Information Flow in Schizophrenia Is Linked to Psychosis. Schizophr Bull 2022; 48:1384-1393. [PMID: 36073155 PMCID: PMC9673273 DOI: 10.1093/schbul/sbac075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
BACKGROUND AND HYPOTHESIS Prior research has shown that patients with schizophrenia (SZ) show disruption in brain network connectivity that is thought to underlie their cognitive and psychotic symptoms. However, most studies examining functional network disruption in schizophrenia have focused on the temporally correlated coupling of the strength of network connections. Here, we move beyond correlative metrics to assay causal computations of connectivity changes in directed neural information flow, assayed from a neural source to a target in SZ. STUDY DESIGN This study describes a whole-brain magnetoencephalography-imaging approach to examine causal computations of connectivity changes in directed neural information flow between brain regions during resting states, quantified by phase-transfer entropy (PTE) metrics, assayed from a neural source to an endpoint, in 21 SZ compared with 21 healthy controls (HC), and associations with cognitive and clinical psychotic symptoms in SZ. STUDY RESULTS We found that SZ showed significant disruption in information flow in alpha (8-12 Hz) and beta (12-30 Hz) frequencies, compared to HC. Reduced information flow in alpha frequencies from the precuneus to the medio-ventral occipital cortex was associated with more severe clinical psychopathology (ie, positive psychotic symptoms), while reduced information flow between insula and middle temporal gyrus was associated with worsening cognitive symptoms. CONCLUSIONS The present findings highlight the importance of delineating dysfunction in neural information flow in specific oscillatory frequencies between distinct regions that underlie the cognitive and psychotic symptoms in SZ, and provide potential neural biomarkers that could lead to innovations in future neuromodulation treatment development.
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Affiliation(s)
- Yingxin Jia
- Department of Radiology and Biomedical Imaging, University of California, San, Francisco, CA 94143, USA
| | - Kiwamu Kudo
- Department of Radiology and Biomedical Imaging, University of California, San, Francisco, CA 94143, USA
- Medical Imaging Business Center, Ricoh Company, Ltd., Kanazawa, Japan
| | - Leighton B N Hinkley
- Department of Radiology and Biomedical Imaging, University of California, San, Francisco, CA 94143, USA
| | - Melissa Fisher
- Department of Psychiatry, University of Minnesota, Minneapolis, MN 55454, USA
| | - Sophia Vinogradov
- Department of Psychiatry, University of Minnesota, Minneapolis, MN 55454, USA
| | - Srikantan Nagarajan
- Department of Radiology and Biomedical Imaging, University of California, San, Francisco, CA 94143, USA
| | - Karuna Subramaniam
- Department of Psychiatry, University of California, San Francisco, CA 94143, USA
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7
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Schoeneman Patel SE, Haut KM, Guty E, Dodell-Feder D, Saxena A, Nahum M, Hooker CI. Social cognition training improves recognition of distinct facial emotions and decreases misattribution errors in healthy individuals. Front Psychiatry 2022; 13:1026418. [PMID: 36424990 PMCID: PMC9680726 DOI: 10.3389/fpsyt.2022.1026418] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 10/13/2022] [Indexed: 11/09/2022] Open
Abstract
Facial emotion recognition is a key component of social cognition. Impaired facial emotion recognition is tied to poor psychological wellbeing and deficient social functioning. While previous research has demonstrated the potential for social cognition training to improve overall facial emotion recognition, questions remain regarding what aspects of emotion recognition improve. We report results from a randomized controlled trial that evaluates whether computerized social cognition training can improve recognition of distinct facial emotions in healthy participants. This investigation was designed to better understand the therapeutic potential of social cognition training for individuals with neuropsychiatric disorders. Fifty-five healthy adult participants were randomly assigned to an internet-based intervention during which they either completed social cognition training (SCT) or played control computer games (CON) for 10.5 h over 2-3 weeks. Facial emotion recognition was measured with the Penn ER-40, which was conducted before and after training. The following variables were collected and analyzed: facial emotion recognition accuracy for each emotion (i.e., anger, fear, happy, neutral (no emotional expression), and sad), reaction times for each emotion, and response error types (i.e., frequency of an emotion being chosen incorrectly, frequency of an emotion being missed, and frequency of an emotion being confused for another particular emotion). ANOVAs and t-tests were used to elucidate intervention effects both within and between groups. Results showed that the SCT group improved their accuracy for angry and neutral faces. They also improved their reaction times for neutral, fearful, and sad faces. Compared to the CON group, the SCT group had significantly faster reaction times to neutral faces after training. Lastly, the SCT group decreased their tendency to confuse angry faces for no emotional expression and to confuse no emotional expression for sad faces. In contrast, the CON group did not significantly improve their accuracy or reaction times on any emotional expression, and they did not improve their response error types. We conclude that social cognition training can improve recognition of distinct emotions in healthy participants and decrease response error patterns, suggesting it has the potential to improve impaired emotion recognition and social functioning in individuals with facial emotion recognition deficits.
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Affiliation(s)
- Samantha Evy Schoeneman Patel
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Kristen M. Haut
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Erin Guty
- Department of Psychology, Pennsylvania State University, State College, PA, United States
- The Charleston Consortium Psychology Internship, Ralph H. Johnson Veterans Affairs Medical Center, Medical University of South Carolina, Charleston, SC, United States
| | - David Dodell-Feder
- Department of Psychology, University of Rochester, Rochester, NY, United States
- Department of Neuroscience, University of Rochester Medical Center, Rochester, NY, United States
| | - Abhishek Saxena
- Department of Psychology, University of Rochester, Rochester, NY, United States
| | - Mor Nahum
- School of Occupational Therapy, Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Christine I. Hooker
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States
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8
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Song M, Song YM. Randomized Controlled Trials of Digital Mental Health Interventions on Patients with Schizophrenia Spectrum Disorder: A Systematic Review. Telemed J E Health 2022. [PMID: 36264184 DOI: 10.1089/tmj.2022.0135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: This systematic review aimed to examine the study protocol of Digital Mental Health Interventions (DMHIs) and to review the effect of DMHIs among patients with Schizophrenia Spectrum Disorder (SSD). Methods: This review followed the guideline of Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). A systematic literature search was performed using PubMed, CINAHL, Embase, and PsycINFO electronic databases to identify randomized clinical trials without any limit on the publication year. Overall, 18 studies were selected and evaluated for the quality assessment utilizing the Risk of Bias 2 tool of Cochranes' Collaboration. In the quality assessment, four studies evaluated as overall high risk of bias were excluded from the selection, and the final 14 studies were chosen. Results: No DMHIs were provided for acute schizophrenia-related symptoms, and there were some studies related to schizophrenia-related symptoms (26.4%). Some studies for improving cognitive function (42.9%) were reported, and there was a significant effect when interventions that were proven to be effective when implemented in a face-to-face manner were delivered using various online devices and sensory stimuli. Nearly half of the studies reported intervention frequency and time (57.1%), and those with unclear reports relied either on a mobile app or telemedicine and were designed to self-pace the frequency and speed of the intervention. Conclusion: Based on our findings, it will be possible to understand the characteristics of DMHIs, without physical contact, for only SSD patients, providing a basis for digital mental health services.
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Affiliation(s)
- MoonJu Song
- Division of Admission Management and Policy Development, National Center for Mental health, Seoul, Republic of Korea
- College of Nursing, Korea University, Seoul, Republic of Korea
| | - Yul-Mai Song
- Department of Nursing, Honam University, Gwangju, Republic of Korea
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9
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Scoriels L, Genaro LT, Keffer S, Guimarães AL, Barros-Dumas B, Mororó LG, Biagioni T, Lucena C, da Hora TR, Sahakian BJ, Fisher M, Vinogradov S, Panizzutti R. Changes in emotion processing and social cognition with auditory versus visual neuroscience-informed cognitive training in individuals with schizophrenia. Schizophr Res 2022; 241:267-274. [PMID: 35182906 PMCID: PMC10664860 DOI: 10.1016/j.schres.2022.02.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 01/25/2022] [Accepted: 02/08/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Neuroscience-informed cognitive training has been used to remediate cognitive deficits in schizophrenia, but their effect on emotion processing and social cognition deficits, which may involve auditory and visual impairments, remain relatively unknown. In this study, we compared the efficacy of auditory versus visual neuroscience-informed cognitive training on emotion processing and social cognition in individuals with schizophrenia. METHODS In this randomised, double-blind clinical trial, 79 participants with chronic schizophrenia performed 40-hours auditory or visual dynamically equivalent computerised cognitive training. We assessed emotion processing and social cognition using Emotion Recognition, Affective Go-NoGo, Mayer-Salovey-Caruso Emotional-Intelligence, Theory of mind, and Hinting tests before and after 20 h and 40 h of training. RESULTS After training, participants from both groups decreased their reaction time for facial emotion recognition (p = 3 × 10-6, d = 0.9). This was more remarkable for the auditory group when analysing individual emotions. Both groups also reduced omissions in the affective go-no go (p = 0.01, d = 0.6), which was also attributed, post hoc, to the auditory group. Trends for improvement were observed in theory of mind (p = 0.06, d = 0.6) for both groups. Improvement in emotion processing was associated with improvement in reasoning and problem solving and global cognition and improvement in theory of mind was associated with improvement in attention and global cognition. CONCLUSIONS Both the auditory and the visual neuroscience-informed cognitive training were efficacious at improving emotion processing and social cognition in individuals with schizophrenia, although improvement was more remarkable for the auditory training group. These improvements were related to cognitive - but not symptom - improvement.
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Affiliation(s)
- Linda Scoriels
- Institut de Psychiatrie et Neurosciences de Paris, Inserm - Université Paris Descartes, France; Department of Psychiatry, University of Cambridge, United Kingdom; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil.
| | - Larissa T Genaro
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil
| | - Stella Keffer
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil
| | - Anna Luiza Guimarães
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil
| | - Bárbara Barros-Dumas
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil
| | - Luana G Mororó
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil
| | - Thales Biagioni
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil
| | - Camila Lucena
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil
| | - Thaís R da Hora
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil
| | | | - Melissa Fisher
- Department of Psychiatry, University of Minnesota, United States
| | | | - Rogério Panizzutti
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil.
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Lado-Codesido M, Rey Varela RM, Larios Quiñones M, Martínez Agulleiro L, Ossa Basanes J, Martínez Querol M, Mateos R, Spuch C, García-Caballero A. Voices 2: Improving Prosodic Recognition in Schizophrenia With an Online Rehabilitation Program. Front Psychol 2022; 12:739252. [PMID: 35002838 PMCID: PMC8739759 DOI: 10.3389/fpsyg.2021.739252] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Accepted: 11/22/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction: Emotion recognition of voices may play an important role in interpersonal communication and patients with schizophrenia present alterations in this regard. Several on-line rehabilitation tools have been developed for treatment in this area. Voices is an on-line prosodic recognition program consisting of identifying different emotional tones in neutral phrases, in different sessions of gradually increasing difficulty. This training tool has previously reported benefits, and a new version has been created called Voices 2. The main aim of this study is to test the capacity of the Voices 2 program to improve emotion recognition through prosody for adults with schizophrenia. Secondly, it seeks to observe durability effects 1 month after intervention. Method: A randomized, single-blind, multicenter clinical trial was conducted with 44 outpatients diagnosed with schizophrenia or schizoaffective disorder. The intervention group (also called Voices) was treated with Voices 2, whereas the control group was treated with auditory training that was not related to emotions. Sociodemographic and clinical data, clinical state (PANSS), Intelligence Quotient and prosodic recognition (RMV-SV) were measured at baseline. After intervention, RMV-SV and PANSS were assessed. One month later, the RMV-SV measure was repeated. Results: The control group (n = 19) and the Voices group (n = 22) did not differ on χ2, t or U tests in sociodemographic, clinical and psychometric variables at baseline or post-intervention (all p-values > 0.05). In the Voices group, statistically significant differences were observed in the RMV-SV scale applied post-intervention vs. that applied pre-intervention (Z = 2.47, p = 0.013). Similar results were observed in the 1-month follow-up RMV-SV vs. the pre-intervention RMV-SV (Z = 1.97, p = 0.049). PANSS scale was also assessed with no significant differences between pre vs. post measures in both groups. Lastly, Voices 2 was rated relatively higher, based on its ease of understanding, entertainment value, usefulness and the appropriateness of use of its emotional glossary. Discussion: Improvements were observed in prosodic recognition following intervention with Voices 2 in the Voices group. Although these results are similar to other clinical trial rehabilitation programs, specific research on the matter remains scarce. Certain aspects, such as the durability of effects or adherence should be thoroughly studied and clarified. Clinical Trial Registration: [https://doi.org/10.17605/OSF.IO/G95C4].
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Affiliation(s)
- María Lado-Codesido
- University of Santiago de Compostela, Santiago de Compostela, Spain.,Department of Psychiatry, Donostia University Hospital, San Sebastián, Spain
| | | | - Marina Larios Quiñones
- Centro de Rehabilitación Laboral "Nueva Vida," Red Pública de Atención Social a Personas con Enfermedad Mental Grave y Duradera, Consejería de Políticas Sociales, Familias, Igualdad y Natalidad, Asociación Psiquiatría y Vida, Madrid, Spain
| | | | | | | | - Raimundo Mateos
- Department of Psychiatry, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Carlos Spuch
- Translational Neuroscience Research Group, Galicia Sur Health Research Institute, University of Vigo, CIBERSAM, Vigo, Spain
| | - Alejandro García-Caballero
- Translational Neuroscience Research Group, Galicia Sur Health Research Institute, University of Vigo, CIBERSAM, Vigo, Spain.,Department of Psychiatry, University Hospital Complex of Ourense, Ourense, Spain
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11
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Lu EY, Cheng ASK, Tsang HWH, Chen J, Leung S, Yip A, Lin JJ, Lam ZV, Zhang W, Zhao M, Ma N. Psychoeducation, motivational interviewing, cognitive remediation training, and/or social skills training in combination for psychosocial functioning of patients with schizophrenia spectrum disorders: A systematic review and meta-analysis of randomized controlled trials. Front Psychiatry 2022; 13:899840. [PMID: 36245879 PMCID: PMC9561245 DOI: 10.3389/fpsyt.2022.899840] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 09/12/2022] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVES Psychoeducation, motivational interviewing, cognitive remediation training, and social skills training have been found to be effective interventions for patients with schizophrenia spectrum disorders. However, their efficacy on psychosocial functioning when provided in combination remains unclear, compared with all types of control conditions. It would also be meaningful to explore the differences of efficacy in patients with first-episode psychosis (FEP) and those with longer term of illness. METHODOLOGY The present review followed the guidelines of Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). Full-text English journal articles of randomized controlled trials published in the past decade in the databases of PubMed, CINAHL Complete, Embase, and PsycINFO were searched. Included studies were all randomized controlled trials (RCTs) with participants diagnosed with schizophrenia spectrum disorders. The included studies should test combined interventions with at least two components from: psychoeducation, motivational interviewing, cognitive remediation training, and social skills training and incorporate assessment of psychosocial functioning at least at baseline and post-intervention. RESULTS Seven studies were included for systematic review, and six of them were eligible for meta-analysis. Five out of the seven studies reported effects on psychosocial functioning that favored combined interventions over any type of control condition. A significant pooled effect was derived from the six studies, SMD = 1.03, 95% CI [0.06, 2.00], Z = 2.09, p = 0.04, I 2 = 96%. However, the pool effect became insignificant when synthesizing five of the studies with non-FEP patients as participants and four of the studies testing relative effects of combined interventions compared with stand-alone interventions/interventions with one less component. None of the included studies adopted motivational interviewing and only one of the studies worked with FEP patients. CONCLUSION Psychoeducation, cognitive remediation training, and social skills training in combination can effectively enhance psychosocial functioning of patients with schizophrenia spectrum disorders. It is warranted to conduct more RCTs to test the effects of different specific combinations of the above interventions on psychosocial functioning, especially in FEP patients.
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Affiliation(s)
- Erin Yiqing Lu
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Andy S K Cheng
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Hector W H Tsang
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Juan Chen
- Department of Applied Social Sciences, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Samuel Leung
- Department of Applied Social Sciences, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Annie Yip
- School of Nursing, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Jessie Jingxia Lin
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Zoe Violet Lam
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Wufang Zhang
- 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
| | - Miaomiao Zhao
- 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
| | - Ning 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
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12
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Cognitive, creative, functional, and clinical symptom improvements in schizophrenia after an integrative cognitive remediation program: a randomized controlled trial. NPJ SCHIZOPHRENIA 2021; 7:52. [PMID: 34711835 PMCID: PMC8553761 DOI: 10.1038/s41537-021-00181-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 10/01/2021] [Indexed: 01/24/2023]
Abstract
This study analyzed the effectiveness of an integrative cognitive remediation program (REHACOP) in improving neurocognition, social cognition, creativity, functional outcome, and clinical symptoms in patients with schizophrenia. In addition, possible mediators predicting improvement in functional outcomes were explored. The program combined cognitive remediation with social cognitive training and social and functional skill training over 20 weeks. The sample included 94 patients, 47 in the REHACOP group and 47 in the active control group (occupational activities). Significant differences were found between the two groups in change scores of processing speed, working memory, verbal memory (VM), inhibition, theory of mind, emotion processing (EP), figural creative strengths, functional competence, disorganization, excitement, and primary negative symptoms. A mediational analysis revealed that changes in VM, inhibition, and EP partially explained the effect of cognitive remediation on functional competence improvement. This study provides initial evidence of the effect of integrative cognitive remediation on primary negative symptoms and creativity.
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Kambeitz-Ilankovic L, Vinogradov S, Wenzel J, Fisher M, Haas SS, Betz L, Penzel N, Nagarajan S, Koutsouleris N, Subramaniam K. Multivariate pattern analysis of brain structure predicts functional outcome after auditory-based cognitive training interventions. NPJ SCHIZOPHRENIA 2021; 7:40. [PMID: 34413310 PMCID: PMC8376975 DOI: 10.1038/s41537-021-00165-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 07/07/2021] [Indexed: 02/07/2023]
Abstract
Cognitive gains following cognitive training interventions are associated with improved functioning in people with schizophrenia (SCZ). However, considerable inter-individual variability is observed. Here, we evaluate the sensitivity of brain structural features to predict functional response to auditory-based cognitive training (ABCT) at a single-subject level. We employed whole-brain multivariate pattern analysis with support vector machine (SVM) modeling to identify gray matter (GM) patterns that predicted higher vs. lower functioning after 40 h of ABCT at the single-subject level in SCZ patients. The generalization capacity of the SVM model was evaluated by applying the original model through an out-of-sample cross-validation analysis to unseen SCZ patients from an independent validation sample who underwent 50 h of ABCT. The whole-brain GM volume-based pattern classification predicted higher vs. lower functioning at follow-up with a balanced accuracy (BAC) of 69.4% (sensitivity 72.2%, specificity 66.7%) as determined by nested cross-validation. The neuroanatomical model was generalizable to an independent cohort with a BAC of 62.1% (sensitivity 90.9%, specificity 33.3%). In particular, greater baseline GM volumes in regions within superior temporal gyrus, thalamus, anterior cingulate, and cerebellum predicted improved functioning at the single-subject level following ABCT in SCZ participants. The present findings provide a structural MRI fingerprint associated with preserved GM volumes at a single baseline timepoint, which predicted improved functioning following an ABCT intervention, and serve as a model for how to facilitate precision clinical therapies for SCZ based on imaging data, operating at the single-subject level.
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Affiliation(s)
- Lana Kambeitz-Ilankovic
- grid.6190.e0000 0000 8580 3777Faculty of Medicine and University Hospital of Cologne, University of Cologne, Cologne, Germany ,grid.5252.00000 0004 1936 973XDepartment of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany
| | - Sophia Vinogradov
- grid.17635.360000000419368657Department of Psychiatry, University of Minnesota, Minneapolis, MN USA
| | - Julian Wenzel
- grid.6190.e0000 0000 8580 3777Faculty of Medicine and University Hospital of Cologne, University of Cologne, Cologne, Germany ,grid.5252.00000 0004 1936 973XDepartment of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany
| | - Melissa Fisher
- grid.17635.360000000419368657Department of Psychiatry, University of Minnesota, Minneapolis, MN USA
| | - Shalaila S. Haas
- grid.59734.3c0000 0001 0670 2351Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY USA
| | - Linda Betz
- grid.6190.e0000 0000 8580 3777Faculty of Medicine and University Hospital of Cologne, University of Cologne, Cologne, Germany
| | - Nora Penzel
- grid.6190.e0000 0000 8580 3777Faculty of Medicine and University Hospital of Cologne, University of Cologne, Cologne, Germany ,grid.5252.00000 0004 1936 973XDepartment of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany ,grid.7644.10000 0001 0120 3326Department of Basic Medical Sciences, Neuroscience and Sense Organs – University of Bari Aldo Moro, Bari, Italy
| | - Srikantan Nagarajan
- grid.266102.10000 0001 2297 6811Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA USA
| | - Nikolaos Koutsouleris
- grid.5252.00000 0004 1936 973XDepartment of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany ,grid.13097.3c0000 0001 2322 6764Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK ,grid.419548.50000 0000 9497 5095Max Planck Institute of Psychiatry, Munich, Germany
| | - Karuna Subramaniam
- grid.266102.10000 0001 2297 6811Department of Psychiatry, University of California San Francisco, San Francisco, CA USA
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Improving social functioning in people with schizophrenia-spectrum disorders via mobile experimental interventions: Results from the CLIMB pilot trial. SCHIZOPHRENIA RESEARCH-COGNITION 2021; 26:100211. [PMID: 34381699 PMCID: PMC8340304 DOI: 10.1016/j.scog.2021.100211] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 07/15/2021] [Accepted: 07/21/2021] [Indexed: 12/02/2022]
Abstract
Background Patients with Schizophrenia Spectrum Disorders (SSD) demonstrate poor social functioning. While group-based approaches show long-term improvements, access to treatments is limited. Digital platforms hold promise to overcome barriers to treatment delivery and improve outcomes. Objective In a parallel arm, double-blind RCT, we tested CLIMB, a clinician-assisted, adjunct to treatment that includes computerized social cognition training (SCT), ecological momentary assessments (EMAs), group tele-therapy, and moderated messaging. CLIMB was compared to an active control that includes computerized general cognitive training (GCT), unstructured support groups, and unmoderated messaging. Methods The primary outcome was social functioning. Secondary outcomes were negative symptoms and quality of life (QoL). Given the sample size, Propensity Score Models were used to ensure balanced baseline covariates. Mixed-effects models examined change over time. Results 24 participants completed the study (12 per arm). No significant between-group differences emerged in engagement. CLIMB participants engaged in a median of 8 sessions (IQR = 2), 2.8 h of SCT (IQR = 7.5), and 2710 EMAs; control participants engaged in a median of 9 sessions (IQR = 3) and 2.2 h of GCT (IQR = 7.9). As a group, participants showed significant improvements in social functioning (p = .046), with no between-group differences. Intent-to-treat analyses indicated greater improvements in QoL (p = .025) for the active control. Conclusions Delivering group-based mobile interventions to individuals with SSD is feasible. EMAs allow clinicians to maintain inter-session engagement, build participant self-awareness, and tailor treatment delivery. In this treatment model, whether SCT or GCT is more effective remains unclear. Further research will evaluate group-based mobile interventions to improve outcomes in SSD.
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How to assess emotional recognition in individuals with a diagnosis of schizophrenia and other psychotic disorders: a pilot study. CURRENT PSYCHOLOGY 2021. [DOI: 10.1007/s12144-021-01533-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Abstract
BACKGROUND Commercial video games are a vastly popular form of recreational activity. Whilst concerns persist regarding possible negative effects of video games, they have been suggested to provide cognitive benefits to users. They are also frequently employed as control interventions in comparisons of more complex cognitive or psychological interventions. If independently effective, video games - being both engaging and relatively inexpensive - could provide a much more cost-effective add-on intervention to standard treatment when compared to costly, cognitive interventions. OBJECTIVES To review the effects of video games (alone or as an additional intervention) compared to standard care alone or other interventions including, but not limited to, cognitive remediation or cognitive behavioural therapy for people with schizophrenia or schizophrenia-like illnesses. SEARCH METHODS We searched the Cochrane Schizophrenia Group's Study-Based Register of Trials (March 2017, August 2018, August 2019). SELECTION CRITERIA Randomised controlled trials focusing on video games for people with schizophrenia or schizophrenia-like illnesses. DATA COLLECTION AND ANALYSIS Review authors extracted data independently. For binary outcomes we calculated risk ratio (RR) with its 95% confidence interval (CI) on an intention-to-treat basis. For continuous data we calculated the mean difference (MD) between groups and its CI. We employed a fixed-effect model for analyses. We assessed risk of bias for the included studies and created a 'Summary of findings' table using GRADE. MAIN RESULTS This review includes seven trials conducted between 2009 and 2018 (total = 468 participants, range 32 to 121). Study duration varied from six weeks to twelve weeks. All interventions in the included trials were given in addition to standard care, including prescribed medication. In trials video games tend to be the control for testing efficacy of complex, cognitive therapies; only two small trials evaluated commercial video games as the intervention. We categorised video game interventions into 'non-exergame' (played statically) and 'exergame' (the players use bodily movements to control the game). Our main outcomes of interest were clinically important changes in: general functioning, cognitive functioning, social functioning, mental state, quality of life, and physical fitness as well as clinically important adverse effects. We found no clear difference between non-exergames and cognitive remediation in general functioning scores (Strauss Carpenter Outcome Scale) (MD 0.42, 95% CI -0.62 to 1.46; participants = 86; studies = 1, very low-quality evidence) or social functioning scores (Specific Levels of Functioning Scale) (MD -3.13, 95% CI -40.17 to 33.91; participants = 53; studies = 1, very low-quality evidence). There was a clear difference favouring cognitive remediation for cognitive functioning (improved on at least one domain of MATRICS Consensus Cognitive Battery Test) (RR 0.58, 95% CI 0.34 to 0.99; participants = 42; studies = 1, low-quality evidence). For mental state, Positive and Negative Syndrome Scale (PANSS) overall scores showed no clear difference between treatment groups (MD 0.20, 95% CI -3.89 to 4.28; participants = 269; studies = 4, low-quality evidence). Quality of life ratings (Quality of Life Scale) similarly showed no clear intergroup difference (MD 0.01, 95% CI -0.40 to 0.42; participants = 87; studies = 1, very low-quality evidence). Adverse effects were not reported; we chose leaving the study early as a proxy measure. The attrition rate by end of treatment was similar between treatment groups (RR 0.96, 95% CI 0.87 to 1.06; participants = 395; studies = 5, low-quality evidence). One small trial compared exergames with standard care, but few outcomes were reported. No clear difference between interventions was seen for cognitive functioning (measured by MATRICS Consensus Cognitive Battery Test) (MD 2.90, 95% CI -1.27 to 7.07; participants = 33; studies = 1, low-quality evidence), however a benefit in favour of exergames was found for average change in physical fitness (aerobic fitness) (MD 3.82, 95% CI 1.75 to 5.89; participants = 33; studies = 1, low-quality evidence). Adverse effects were not reported; we chose leaving the study early as a proxy measure. The attrition rate by end of treatment was similar between treatment groups (RR 1.06, 95% CI 0.75 to 1.51; participants = 33; studies = 1). Another small trial compared exergames with non-exergames. Only one of our main outcomes was reported - physical fitness, which was measured by average time taken to walk 3 metres. No clear intergroup difference was identified at six-week follow-up (MD -0.50, 95% CI -1.17 to 0.17; participants = 28; studies = 1, very low-quality evidence). No trials reported adverse effects. We chose leaving the study early as a proxy outcome. AUTHORS' CONCLUSIONS Our results suggest that non-exergames may have a less beneficial effect on cognitive functioning than cognitive remediation, but have comparable effects for all other outcomes. These data are from a small number of trials, and the evidence is graded as of low or very low quality and is very likely to change with more data. It is difficult to currently establish if the more sophisticated cognitive approaches do any more good - or harm - than 'static' video games for people with schizophrenia. Where players use bodily movements to control the game (exergames), there is very limited evidence suggesting a possible benefit of exergames compared to standard care in terms of cognitive functioning and aerobic fitness. However, this finding must be replicated in trials with a larger sample size and that are conducted over a longer time frame. We cannot draw any firm conclusions regarding the effects of video games until more high-quality evidence is available. There are ongoing studies that may provide helpful data in the near future.
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Affiliation(s)
| | - Jack Lloyd
- University of West London, London Ambulance Service NHS Trust, London, UK
| | - Maritta Välimäki
- Xiangya Nursing School, Central South University, Xiangya, China
- School of Nursing, The Hong Kong Polytechnic University, Hong Kong, China
- Department of Nursing Science, University of Turku, Turku, Finland
| | - Grace Wk Ho
- School of Nursing, The Hong Kong Polytechnic University, Hong Kong, China
| | - Megan Freemantle
- Department of Medicine, Hull York Medical School, University of Hull, Hull, UK
| | - Anna Zsófia Békefi
- Faculty of Education and Psychology, Eötvös Loránd University, Budapest, Hungary
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Routledge KM, Williams LM, Harris AWF, Schofield PR, Gatt JM. The impact of online brain training exercises on experiences of depression, anxiety and emotional wellbeing in a twin sample. J Psychiatr Res 2021; 134:138-149. [PMID: 33385632 DOI: 10.1016/j.jpsychires.2020.12.054] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 12/15/2020] [Accepted: 12/18/2020] [Indexed: 12/25/2022]
Abstract
This study assessed the effectiveness of cognitive and emotional brain training and transfer effects to wellbeing and depression and anxiety symptoms. 352 healthy adult twins were randomised to a training group where they were asked to play brain training games over a 30-day period, or a waitlist control group. This study focused on the impact of the brain training on explicit and implicit emotional cognition, and analysed effects using both Intention-To-Treat (ITT) and Per-Protocol (PP) approaches. Both analyses revealed significant training effects for improvement in the explicit identification of fear expressions (ITT: p < 0.001, d = 0.33; PP training 3 h+: p < 0.001, d = 0.55), and a reduction in implicit bias for anger expressions amongst males (ITT: p < 0.001, d = 0.94; PP training 3 h+: p = 0.04, d = 0.90). Female participants also showed improvements in implicit bias for happy expressions (ITT: p = 0.003, d = 0.34; PP training 3 h+: p = 0.03, d = 0.47). Improvements resulting from training in emotional cognition did not directly improve wellbeing, depression or anxiety symptoms. Regression modelling also suggested training improvements in emotional cognition yielded no indirect transfer effects for the mental health and wellbeing measures. The results suggest brain training in healthy populations has potential for improving emotional cognition, but the subsequent impact on improving wellbeing and mental health symptoms is still equivocal.
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Affiliation(s)
- Kylie M Routledge
- The Brain Dynamics Centre, Westmead Institute for Medical Research, University of Sydney, Westmead, NSW, 2145, Australia.
| | - Leanne M Williams
- Department of Psychiatry and Behavioral Sciences, Stanford School of Medicine, Stanford University, Stanford, CA, 94305-5717, United States.
| | - Anthony W F Harris
- The Brain Dynamics Centre, Westmead Institute for Medical Research, University of Sydney, Westmead, NSW, 2145, Australia; Specialty of Psychiatry, Sydney Medical School, University of Sydney, NSW, 2006, Australia.
| | - Peter R Schofield
- Neuroscience Research Australia, Randwick, NSW, 2031, Australia; School of Medical Sciences, University of New South Wales, Sydney, NSW, 2052, Australia.
| | - Justine M Gatt
- Neuroscience Research Australia, Randwick, NSW, 2031, Australia; School of Psychology, University of New South Wales, Sydney, NSW, 2052, Australia.
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Harris AWF, Kightley M, Williams J, Ma C, Dodds C. Does Adding Social Cognitive Remediation Therapy to Neurocognitive Remediation Therapy Improve Outcomes in Young People With a Severe Mental Illness?-The Advantage Trial. Front Psychiatry 2021; 12:789628. [PMID: 35368729 PMCID: PMC8964396 DOI: 10.3389/fpsyt.2021.789628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 12/10/2021] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION Cognitive impairments are a common and significant issue for young people with a severe mental illness. Young people with schizophrenia, bipolar disorder and major depression all experience significant cognitive problems that impede their ability to return to work or study. These neurocognitive problems are frequently exacerbated by social cognitive deficits that interfere with their ability to integrate into the community and understand the social and emotional nuances about them. This study aimed to assess if the addition of a social cognitive remediation treatment to a neurocognitive remediation therapy improved functional outcome. METHODS Five youth mental health services were trained in both the Neuropsychological Educational Approach to Remediation (NEAR) and the Social Cognition and Interaction Training (SCIT) treatments. Participants were randomised between receiving either NEAR + SCIT or NEAR + treatment as usual (TAU) over a 20-week period, with all participants receiving the NEAR treatment first. Symptoms, neurocognition, social cognition and functioning were examined at baseline, end of treatment and at 3 months follow-up and compared between the two arms of the study. The primary outcome was function. RESULTS Thirty-nine participants were randomised to treatment (Schizophrenia spectrum = 28, Bipolar disorder = 7, Major Depression = 2). The trial was curtailed by Covid-related service restrictions. There was an overall significant improvement in function over time with a trend towards a greater improvement in the NEAR + SCIT arm. No changes in symptoms, neurocognitive or social cognitive measures were seen. While 74% completed treatment only 49% agreed to follow up at 3 months affecting our ability to interpret the findings. Attrition did not differ by arm. CONCLUSIONS In a pragmatic, service-based research project, treatment aimed at improving cognition enhanced functional outcome in young people with a range of severe mental illnesses. There was a trend towards improved function in young people who had a combined NEAR + SCIT approach. CLINICAL TRIAL REGISTRATION Identifier: ACTRN12622000192785.
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Affiliation(s)
- Anthony W F Harris
- Specialty of Psychiatry, University of Sydney School of Medicine, The University of Sydney, Sydney, NSW, Australia.,Brain Dynamics Centre, The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, Australia.,Child and Youth Mental Health Service, Western Sydney Local Health District, North Parramatta, NSW, Australia
| | - Michelle Kightley
- Child and Youth Mental Health Service, Western Sydney Local Health District, North Parramatta, NSW, Australia
| | - Joanna Williams
- Child and Youth Mental Health Service, Western Sydney Local Health District, North Parramatta, NSW, Australia
| | - Cassandra Ma
- Child and Youth Mental Health Service, Western Sydney Local Health District, North Parramatta, NSW, Australia
| | - Carlie Dodds
- Brain Dynamics Centre, The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, Australia
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d’Arma A, Isernia S, Di Tella S, Rovaris M, Valle A, Baglio F, Marchetti A. Social Cognition Training for Enhancing Affective and Cognitive Theory of Mind in Schizophrenia: A Systematic Review and a Meta-Analysis. THE JOURNAL OF PSYCHOLOGY 2020; 155:26-58. [DOI: 10.1080/00223980.2020.1818671] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Affiliation(s)
- Alessia d’Arma
- IRCCS Fondazione Don Carlo Gnocchi
- Università Cattolica del Sacro Cuore
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20
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Nijman SA, Veling W, van der Stouwe ECD, Pijnenborg GHM. Social Cognition Training for People With a Psychotic Disorder: A Network Meta-analysis. Schizophr Bull 2020; 46:1086-1103. [PMID: 32162658 PMCID: PMC7505203 DOI: 10.1093/schbul/sbaa023] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Deficits in social cognition are common in people with psychotic disorders and negatively impact functioning. Social Cognition Training (SCT) has been found to improve social cognition and functioning, but it is unknown which interventions are most effective, how characteristics of treatments and participants moderate efficacy, and whether improvements are durable. This meta-analysis included 46 randomized studies. SCTs were categorized according to their focus (targeted/broad-based) and inclusion of cognitive remediation therapy (CRT). Network meta-analysis was conducted, using both direct (original) and indirect (inferred from the network of comparisons) evidence. All SCT types were compared to treatment as usual (TAU; the chosen reference group). Moderators of outcome were investigated with meta-regression and long-term efficacy with multivariate meta-analysis. Compared to TAU, emotion perception was improved by targeted SCT without CRT (d = 0.68) and broad-based SCT without CRT (d = 0.46). Individual treatments worked better for emotion perception. All treatments significantly improved social perception (active control, d = 0.98, targeted SCT with and without CRT, d = 1.38 and d = 1.36, broad-based SCT with and without CRT, d = 1.45 and d = 1.35). Only broad-based SCT (d = 0.42) improved ToM. Broad-based SCT (d = 0.82 without and d = 0.41 with CRT) improved functioning; group treatments worked significantly better. Male gender was negatively related to effects on social functioning and psychiatric symptoms. At follow-up, a moderate effect on social functioning (d = 0.66) was found. No effect was found on attribution, social cognition (miscellaneous), and psychiatric symptoms. While targeted SCT is the most effective for emotion perception and social perception, broad-based SCT produces the best overall outcomes. CRT did not enhance SCT effects.
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Affiliation(s)
- Saskia A Nijman
- Department of Psychotic Disorders, GGZ Drenthe, Assen, the Netherlands
- University Center of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, the Netherlands
| | - Wim Veling
- University Center of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Elisabeth C D van der Stouwe
- University Center of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Gerdina H M Pijnenborg
- Department of Psychotic Disorders, GGZ Drenthe, Assen, the Netherlands
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, the Netherlands
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21
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Nahum M, Lee H, Fisher M, Green MF, Hooker CI, Ventura J, Jordan JT, Rose A, Kim SJ, Haut KM, Merzenich MM, Vinogradov S. Online Social Cognition Training in Schizophrenia: A Double-Blind, Randomized, Controlled Multi-Site Clinical Trial. Schizophr Bull 2020; 47:108-117. [PMID: 32614046 PMCID: PMC7825077 DOI: 10.1093/schbul/sbaa085] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Social cognition (SC), the mental operations underlying social functioning, are impaired in schizophrenia. Their direct link to functional outcome and illness status have made them an important therapeutic target. However, no effective treatment for these deficits is currently applied as a standard of care. To address this need, we have developed SocialVille-an online, plasticity-based training program that targets SC deficits in schizophrenia. Here we report the outcomes of a double-blind, controlled, randomized, multi-site clinical trial of SocialVille. Outpatients with schizophrenia were randomized to complete 40 sessions of either SocialVille (N = 55 completers) or active control (computer games; N = 53 completers) from home. The a priori co-primary outcome measures were a social cognitive composite and a functional capacity outcome (UCSD Performance-based Skills Assessment [UPSA-2]). Secondary outcomes included a virtual functional capacity measure (VRFCAT), social functioning, quality of life, and motivation. Linear mixed models revealed a group × time interaction favoring the treatment group for the social cognitive composite (b = 2.81; P < .001) but not for the UPSA-2 measure. Analysis of secondary outcome measures showed significant group × time effects favoring the treatment group on SC and social functioning, on the virtual functional capacity measure and a motivation subscale, although these latter findings were nonsignificant with FDR correction. These results provide support for the efficacy of a remote, plasticity-based social cognitive training program in improving SC and social functioning in schizophrenia. Such treatments may serve as a cost-effective adjunct to existing psychosocial treatments. Trial Registration: NCT02246426.
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Affiliation(s)
- Mor Nahum
- School of Occupational Therapy, Faculty of Medicine, Hebrew University, Jerusalem, Israel,Department of Research and Development, Posit Science Inc., San Francisco, CA,To whom correspondence should be addressed; School of Occupational Therapy, Faculty of Medicine, The Hebrew University, PO Box 24026, Mount Scopus, Jerusalem, 91240, Israel; tel: +972-54-732-6655, fax: +972-2-5325345, e-mail:
| | - Hyunkyu Lee
- Department of Research and Development, Posit Science Inc., San Francisco, CA
| | - Melissa Fisher
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN
| | - Michael F Green
- VA Greater Los Angeles, Los Angeles, CA,Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA
| | - Christine I Hooker
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL
| | - Joseph Ventura
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA
| | - Joshua T Jordan
- Department of Psychiatry, University of California, San Francisco, CA
| | - Annika Rose
- Department of Research and Development, Posit Science Inc., San Francisco, CA
| | - Sarah-Jane Kim
- Department of Research and Development, Posit Science Inc., San Francisco, CA
| | - Kristen M Haut
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL
| | - Michael M Merzenich
- Department of Research and Development, Posit Science Inc., San Francisco, CA
| | - Sophia Vinogradov
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN
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22
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Neurocognition and social cognition training as treatments for violence and aggression in people with severe mental illness. CNS Spectr 2020; 25:145-153. [PMID: 31248468 DOI: 10.1017/s1092852919001214] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Aggressive and violent behavior, including both verbal and physical aggression, have considerable adverse consequences for people with schizophrenia. There are several potential causes of violent behavior on the part of people with severe mental illness, which include intellectual impairments, cognitive and social-cognitive deficits, skills deficits, substance abuse, antisocial features, and specific psychotic features. This review explores the interventions that have been tested to this date. Computerized Cognitive Training (CCT) or Computerized Social-Cognitive Training (CSCT) have been associated with reductions in violence. Combined CCT and CSCT have been found to improve social cognition and neurocognition, as well as everyday functioning when combined with rehabilitation interventions. These interventions have been shown to reduce violence in schizophrenia patients across multiple environments, including forensic settings. The reductions in violence and aggression have manifested in various ways, including reduced violent thinking and behavior, reduced physical and violent assaults, and reduced disruptive and aggressive behaviors. Effects of cognitive training may be associated with improvements in problem-solving and the increased ability to deploy alternative strategies. The effect of social cognition training on violence reduction appears to be direct, with improvements in violence related to the extent of improvement in social cognition. There are still remaining issues to be addressed in the use of CCT and CSCT, and the benefits should not be overstated; however, the results of these interventions are very promising.
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23
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Abstract
We report on the ongoing R21 project “Social Reward Learning in Schizophrenia”. Impairments in social cognition are a hallmark of schizophrenia. However, little work has been done on social reward learning deficits in schizophrenia. The overall goal of the project is to assess social reward learning in schizophrenia. A probabilistic reward learning (PRL) task is being used in the MRI scanner to evaluate reward learning to negative and positive social feedback. Monetary reward learning is used as a comparison to assess specificity. Behavioral outcomes and brain areas, included those involved in reward, are assessed in patients with schizophrenia or schizoaffective disorder and controls. It is also critical to determine whether decreased expected value (EV) of social stimuli and/or reward prediction error (RPE) learning underlie social reward learning deficits to inform potential treatment pathways. Our central hypothesis is that the pattern of social learning deficits is an extension of a more general reward learning impairment in schizophrenia and that social reward learning deficits critically contribute to deficits in social motivation and pleasure. We hypothesize that people with schizophrenia will show impaired behavioral social reward learning compared to controls, as well as decreased ventromedial prefrontal cortex (vmPFC) EV signaling at time of choice and decreased striatal RPE signaling at time of outcome, with potentially greater impairment to positive than negative feedback. The grant is in its second year. It is hoped that this innovative approach may lead to novel and more targeted treatment approaches for social cognitive impairments, using cognitive remediation and/or brain stimulation.
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24
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Miley K, Fisher M, Nahum M, Howard E, Rowlands A, Brandrett B, Woolley J, Hooker CI, Biagianti B, Ramsay I, Vinogradov S. Six month durability of targeted cognitive training supplemented with social cognition exercises in schizophrenia. Schizophr Res Cogn 2020; 20:100171. [PMID: 31908976 PMCID: PMC6938953 DOI: 10.1016/j.scog.2019.100171] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 12/03/2019] [Accepted: 12/05/2019] [Indexed: 12/15/2022]
Abstract
Background Deficits in cognition, social cognition, and motivation are significant predictors of poor functional outcomes in schizophrenia. Evidence of durable benefit following social cognitive training is limited. We previously reported the effects of 70 h of targeted cognitive training supplemented with social cognitive exercises (TCT + SCT) verses targeted cognitive training alone (TCT). Here, we report the effects six months after training. Methods 111 participants with schizophrenia spectrum disorders were randomly assigned to TCT + SCT or TCT-only. Six months after training, thirty-four subjects (18 TCT + SCT, 16 TCT-only) were assessed on cognition, social cognition, reward processing, symptoms, and functioning. Intent to treat analyses was used to test the durability of gains, and the association of gains with improvements in functioning and reward processing were tested. Results Both groups showed durable improvements in multiple cognitive domains, symptoms, and functional capacity. Gains in global cognition were significantly associated with gains in functional capacity. In the TCT + SCT group, participants showed durable improvements in prosody identification and reward processing, relative to the TCT-only group. Gains in reward processing in the TCT + SCT group were significantly associated with improvements in social functioning. Conclusions Both TCT + SCT and TCT-only result in durable improvements in cognition, symptoms, and functional capacity six months post-intervention. Supplementing TCT with social cognitive training offers greater and enduring benefits in prosody identification and reward processing. These results suggest that novel cognitive training approaches that integrate social cognitive exercises may lead to greater improvements in reward processing and functioning in individuals with schizophrenia.
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Affiliation(s)
- Kathleen Miley
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, F282/2A West, 2450 Riverside Avenue, Minneapolis, MN 55454, United States of America.,School of Nursing, University of Minnesota, 308 SE Harvard St., Minneapolis, MN 55454, United States of America
| | - Melissa Fisher
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, F282/2A West, 2450 Riverside Avenue, Minneapolis, MN 55454, United States of America
| | - Mor Nahum
- School of Occupational Therapy, Faculty of Medicine, Hebrew University, PO Box 24026, Mount Scopus, Jerusalem, 94210, Israel
| | - Elizabeth Howard
- Department of Psychiatry, University of California, San Francisco, 401 Parnassus Ave., San Francisco, CA 94143, United States of America.,Department of Psychiatry, San Francisco VA Medical Center, 4150 Clement St., San Francisco, CA 94121, United States of America
| | - Abby Rowlands
- Department of Psychiatry, University of California, San Francisco, 401 Parnassus Ave., San Francisco, CA 94143, United States of America.,Department of Psychiatry, San Francisco VA Medical Center, 4150 Clement St., San Francisco, CA 94121, United States of America
| | - Benjamin Brandrett
- Department of Psychiatry, University of California, San Francisco, 401 Parnassus Ave., San Francisco, CA 94143, United States of America.,Department of Psychiatry, San Francisco VA Medical Center, 4150 Clement St., San Francisco, CA 94121, United States of America
| | - Josh Woolley
- Department of Psychiatry, University of California, San Francisco, 401 Parnassus Ave., San Francisco, CA 94143, United States of America.,Department of Psychiatry, San Francisco VA Medical Center, 4150 Clement St., San Francisco, CA 94121, United States of America
| | - Christine I Hooker
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, 1645 W. Jackson Blvd., Suite 400, Chicago, IL, United States of America
| | - Bruno Biagianti
- Posit Science, Inc., 160 Pine St., Suite 200, San Francisco, CA 94111, United States of America
| | - Ian Ramsay
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, F282/2A West, 2450 Riverside Avenue, Minneapolis, MN 55454, United States of America
| | - Sophia Vinogradov
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, F282/2A West, 2450 Riverside Avenue, Minneapolis, MN 55454, United States of America
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25
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Biagianti B, Fisher M, Loewy R, Brandrett B, Ordorica C, LaCross K, Schermitzler B, McDonald M, Ramsay I, Vinogradov S. Specificity and Durability of Changes in Auditory Processing Efficiency After Targeted Cognitive Training in Individuals With Recent-Onset Psychosis. Front Psychiatry 2020; 11:857. [PMID: 33005156 PMCID: PMC7484996 DOI: 10.3389/fpsyt.2020.00857] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 08/06/2020] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND We previously demonstrated that the high heterogeneity of response to computerized Auditory Training (AT) in psychosis can be ascribed to individual differences in sensory processing efficiency and neural plasticity. In particular, we showed that Auditory Processing Speed (APS) serves as a behavioral measure of target engagement, with faster speed predicting greater transfer effects to untrained cognitive domains. Here, we investigate whether the ability of APS to function as a proxy for target engagement is unique to AT, or if it applies to other training interventions, such as Executive Functioning Training (EFT). Additionally, we examine whether changes in APS are durable after these two forms of training. METHODS One hundred and twenty-five participants with Recent Onset Psychosis (ROP) were randomized to AT (n = 66) and EFT (n = 59), respectively. APS was captured at baseline, after treatment, and at 6-month follow-up. Mixed models repeated measures analysis with restricted maximum likelihood was used to examine whether training condition differentiated APS trajectories. Within-group correlational analyses were used to study the relationship between APS and performance improvements in each of the training exercises. RESULTS The two groups were matched for age, gender, education, and baseline APS. Participants showed high inter-individual variability in APS at each time point. The mixed model showed a significant effect of time (F = 5.99, p = .003) but not a significant group-by-time effect (F = .73, p = .48). This was driven by significant APS improvements AT patients after treatment (d = .75) that were maintained after 6 months (d = .63). Conversely, in EFT patients, APS improvements did not reach statistical significance after treatment (p = .33) or after 6 months (p = .24). In AT patients, baseline APS (but not APS change) highly predicted peak performance for each training exercise (all r's >.42). CONCLUSIONS Participant-specific speed in processing basic auditory stimuli greatly varies in ROP, and strongly influences the magnitude of response to auditory but not executive functioning training. Importantly, enhanced auditory processing efficiency persists 6 months after AT, suggesting the durability of neuroplasticity processes induced by this form of training. Future studies should aim to identify markers of target engagement and durability for cognitive training interventions that target sensory modalities beyond the auditory domain.
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Affiliation(s)
- Bruno Biagianti
- Department of R&D, Posit Science Corporation, San Francisco, CA, United States.,Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Melissa Fisher
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Rachel Loewy
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
| | | | - Catalina Ordorica
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
| | - Kristin LaCross
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
| | - Brandon Schermitzler
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Michelle McDonald
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Ian Ramsay
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Sophia Vinogradov
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
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26
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Miley K, Hadidi N, Kaas M, Yu F. Cognitive Training and Remediation in First-Episode Psychosis: A Literature Review. J Am Psychiatr Nurses Assoc 2019; 26:542-554. [PMID: 31578909 PMCID: PMC7863980 DOI: 10.1177/1078390319877952] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND: Neurocognitive and social cognitive impairments are core characteristics of psychotic disorders, which are present in the first episode of psychosis (FEP) and strongly predict poor social functioning. Addressing cognitive impairments through cognitive training and remediation (CTR) may be a crucial component of recovery-oriented treatment. AIMS: The objectives of this review were to (1) evaluate the CTR theoretical basis and intervention components and (2) examine the effects of CTR on cognition and social functioning in FEP. METHOD: A combined search of Ovid Medline, Embase, and Psych Info databases was conducted using keywords. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines were followed. Quality and risk of bias were assessed using established instruments. RESULTS: Ten randomized controlled trials were included in this review and had an overall fair to poor quality. CTR interventions in FEP utilize a range of theoretical backgrounds, with most including a focus on higher order cognitive processes. Varied doses and intervention components are used. All but one study found improvements in at least one cognitive domain. Global cognition, verbal learning, and memory and executive function were most commonly improved. Three studies found an effect on a range of functional outcomes. CONCLUSIONS: A broad range of CTR interventions have promising effects for addressing cognitive impairments in FEP. Evidence of functional impact is less consistent. Further research is needed in FEP on CTR targeting sensory and perceptual processes, and to identify CTR intervention targets and treatment components that will lead to robust improvements in cognition and functioning.
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Affiliation(s)
- Kathleen Miley
- Kathleen Miley, MSN, PMHNP-BC, University of Minnesota, Minneapolis, MN, USA
| | - Niloufar Hadidi
- Niloufar Hadidi, PhD, APRN, University of Minnesota, Minneapolis, MN, USA
| | - Merrie Kaas
- Merrie Kaas, PhD, PMHCNS-BC, University of Minnesota, Minneapolis, MN, USA
| | - Fang Yu
- Fang Yu, PhD, GNP-BC, University of Minnesota, Minneapolis, MN, USA
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27
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Pathways to functional outcomes in schizophrenia spectrum disorders: Meta-analysis of social cognitive and neurocognitive predictors. Neurosci Biobehav Rev 2019; 105:212-219. [DOI: 10.1016/j.neubiorev.2019.07.020] [Citation(s) in RCA: 82] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 07/26/2019] [Accepted: 07/28/2019] [Indexed: 01/27/2023]
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28
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Biagianti B, Merchant J, Brambilla P, Lewandowski KE. The effects of cognitive remediation in patients with affective psychosis: A systematic review: Special Section on "Translational and Neuroscience Studies in Affective Disorders". Section Editor, Maria Nobile MD, PhD. This Section of JAD focuses on the relevance of translational and neuroscience studies in providing a better understanding of the neural basis of affective disorders. The main aim is to briefly summaries relevant research findings in clinical neuroscience with particular regards to specific innovative topics in mood and anxiety disorders. J Affect Disord 2019; 255:S0165-0327(18)32460-1. [PMID: 30878159 PMCID: PMC6591034 DOI: 10.1016/j.jad.2019.03.047] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 02/19/2019] [Accepted: 03/07/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND Schizophrenia, schizoaffective disorder, and related illnesses are associated with significant impairment in cognitive functioning which is among the strongest predictors of disability and poor quality of life. Cognitive remediation (CR) was developed as a set of behavioral interventions directly targeting cognitive symptoms. Studies have shown that CR produces cognitive improvements in patients with schizophrenia and bipolar disorder that may be associated with improvements in functioning. However, the relative efficacy of CR across diagnoses has not been established. Indirect evidence suggests that CR is effective in patients with affective illness as well as patients with schizophrenia (SZ); however, the one study to evaluate the effects of diagnosis on outcomes directly in patients with SZ versus schizoaffective disorder (SZA) found no differences by diagnosis. METHODS In this systematic review, we evaluated cognitive and functional outcomes after CR in studies including patients with SZA, and examined specificity of training content to outcomes. RESULTS Sixteen studies met inclusion criteria: 10 studies that compared CR to a control condition (n = 779) and 6 comparative effectiveness studies. None of the studies explicitly compared patients by diagnosis. Studies included a mixture of patients with SZA or SZ. Of the CR versus control studies, effect sizes for cognitive outcomes were moderate-large (d = .36-.94). Studies comparing CR paradigms targeting different cognitive domains showed specificity of training focus to outcomes. Five of studies reported significant functional improvement after CR as secondary outcomes. CONCLUSIONS In this review, we found support for the use of CR paradigms in patients with affective psychosis, with evidence that reported treatment effects in mixed affective and non-affective samples are at or above the levels previously reported in SZ. However, lack of availability of data directly comparing patients by diagnosis or examining moderator or mediator effects of diagnosis or diagnosis-related patient characteristics limits our understanding of the relative efficacy of CR across patient group.
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Affiliation(s)
- Bruno Biagianti
- Posit Science Inc.,160 Pine Street Suite 200, 94111 San Francisco, CA, USA.
| | - Jaisal Merchant
- Schizophrenia and Bipolar Disorder Program, McLean
Hospital, Belmont, MA, USA
| | - Paolo Brambilla
- Department of Pathophysiology and Transplantation,
University of Milan, Milan, Italy,Department of Psychiatry, IRCCS Fondazione Ca’
Granda Ospedale Maggiore Policlinico, University of Milan, Milan, Italy;,Department of Psychiatry and Behavioral Sciences, The
University of Texas Health Science Center at Houston, McGovern Medical School,
Houston, TX, USA
| | - Kathryn E Lewandowski
- Schizophrenia and Bipolar Disorder Program, McLean
Hospital, Belmont, MA, USA.,Department of Psychiatry, Harvard Medical School, Boston,
MA, USA
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29
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Biagianti B, Fisher M, Brandrett B, Schlosser D, Loewy R, Nahum M, Vinogradov S. Development and testing of a web-based battery to remotely assess cognitive health in individuals with schizophrenia. Schizophr Res 2019; 208:250-257. [PMID: 30733167 PMCID: PMC6544475 DOI: 10.1016/j.schres.2019.01.047] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Revised: 01/21/2019] [Accepted: 01/26/2019] [Indexed: 01/06/2023]
Abstract
Cognitive impairment in schizophrenia is often severe, enduring, and contributes significantly to chronic disability. A standardized platform for identifying cognitive impairments and measuring treatment effects in cognition is a critical aspect of comprehensive evaluation and treatment for individuals with schizophrenia. In this project, we developed and tested a suite of ten web-based, neuroscience-informed cognitive assessments that are designed to enable the interpretation of specific deficits that could signal that an individual is experiencing cognitive difficulties. The assessment suite assays speed of processing, sustained attention, executive functioning, learning and socio-affective processing in the auditory and visual modalities. We have obtained data from 283 healthy individuals who were recruited online and 104 individuals with schizophrenia who also completed formal neuropsychological testing. Our data show that the assessments 1) are acceptable and tolerable to users, with successful completion in an average of under 40 min; 2) reliably measure the distinct theoretical cognitive constructs they were designed to assess; 3) can discriminate schizophrenia patients from healthy controls with a fair degree of accuracy (AUROC > 0.70); and 4) have promising construct, convergent, and external validity. Further optimization and validation work is in progress to finalize the evaluation process prior to promoting the dissemination of these assessments in real-world settings.
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Affiliation(s)
| | | | | | - Danielle Schlosser
- Department of Psychiatry, University of California, San Francisco,Verily Life Sciences
| | - Rachel Loewy
- Department of Psychiatry, University of California, San Francisco
| | - Mor Nahum
- School of Occupational Therapy, Hebrew University of Jerusalem
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30
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Facial Emotion Recognition: Virtual Reality Program for Facial Emotion Recognition—A Trial Program Targeted at Individuals With Schizophrenia. REHABILITATION COUNSELING BULLETIN 2019. [DOI: 10.1177/0034355219847284] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
People with severe mental illness (SMI), schizophrenia in particular, show considerable functional impairment in emotional recognition and social perception, which negatively affects interpersonal relationships and social functioning. Owing to its ecological validity, virtual reality (VR) has been observed to improve both assessment and training of emotional recognition skills of people with SMI. This article includes two studies: (a) a descriptive study on the Virtual Reality program for Facial Emotion Recognition (VR-FER) and (b) an empirical study that presents the results of the application of the VR-FER’s first module. For the second study, data were collected using two samples: a group of 12 people with schizophrenia and a reference group of 12 people who were mentally healthy. Data analysis comprised descriptive (mean, standard deviation) and inferential statistics (Mann–Whitney U test). Results showed that the first group presented a lower number of correct answers and a higher number of incorrect answers compared with the second group regarding facial emotion recognition (FER), thereby confirming the need to develop strategies to improve emotional recognition and social perception in people with schizophrenia. VR-FER is regarded a strategic training program for FER, using latest technology and following rehabilitation guidelines for SMI.
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31
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Affiliation(s)
- Sophia Vinogradov
- From the Department of Psychiatry, University of Minnesota, Minneapolis (Vinogradov)
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32
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Luther L, Fischer MW, Firmin RL, Salyers MP. Clarifying the overlap between motivation and negative symptom measures in schizophrenia research: A meta-analysis. Schizophr Res 2019; 206:27-36. [PMID: 30577993 PMCID: PMC6525651 DOI: 10.1016/j.schres.2018.10.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 10/15/2018] [Accepted: 10/18/2018] [Indexed: 12/11/2022]
Abstract
Motivation and negative symptom research has recently been hampered by a series of inconsistent findings, leading to calls for a greater consensus on the type of measures used across studies. To inform this issue, we conducted a meta-analysis that quantified the association between motivation measures (self-report, performance-based) and clinician-rated negative symptom measures as well as a series of moderator analyses to develop a greater understanding of the measurement factors impacting this relationship. Forty-seven eligible studies with people with schizophrenia-spectrum disorders were included. Using a random-effects meta-analytic model, a small but significant overall effect size emerged between motivation and clinician-rated negative symptoms (r = -0.18). Several significant moderators were identified, including the generation of negative symptom measures such that there was a significantly stronger relationship between motivation and second-generation (r = -0.38) than first-generation negative symptom measures (r = -0.17). Further, the type of performance-based measure used moderated the relationship, with effort discounting tasks most strongly related to negative symptoms (r = -0.44). The domain of motivation assessed (intrinsic, extrinsic, amotivation) also moderated the relationship. These findings help to identify sources of inconsistencies observed in prior studies and point to both second-generation and effort discounting tasks as the most promising types of measures, particularly for those interested in validating motivation measures or assessing the effectiveness of motivation treatments. Although additional research is needed, our results suggest that using these measures may help to reduce inconsistencies across studies and move the field forward.
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Affiliation(s)
- Lauren Luther
- Indiana University-Purdue University Indianapolis, Department of Psychology, 402 N. Blackford St., LD 124, Indianapolis, IN 46202, USA; University of Illinois at Chicago, Department of Psychiatry, 1747 West Roosevelt Road, 279, Chicago, IL 60608, USA.
| | - Melanie W Fischer
- Indiana University-Purdue University Indianapolis, Department of Psychology, 402 N. Blackford St., LD 124, Indianapolis, IN 46202, USA.
| | - Ruth L Firmin
- University of California Los Angeles, Semel Institute, 760 Westwood Plaza, Los Angeles, CA 90046, USA.
| | - Michelle P Salyers
- Indiana University-Purdue University Indianapolis, Department of Psychology, 402 N. Blackford St., LD 124, Indianapolis, IN 46202, USA.
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Dondé C, Mondino M, Brunelin J, Haesebaert F. Sensory-targeted cognitive training for schizophrenia. Expert Rev Neurother 2019; 19:211-225. [PMID: 30741038 DOI: 10.1080/14737175.2019.1581609] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
INTRODUCTION Auditory and visual dysfunctions are key pathophysiological features of schizophrenia (Sz). Therefore, remedial interventions that directly target such impairments could potentially drive gains in higher-order cognition (e.g., memory, executive functions, emotion processing), symptoms and functional outcome, in addition to improving sensory abilities in this population. Here, we reviewed available sensory-targeted cognitive training (S-TCT) programs that were investigated so far in Sz patients. Area covered: A systematic review of the literature was conducted following PRISMA guidelines. Twenty-seven relevant records were included. The superiority of S-TCT over control conditions on higher-order cognition measures was repeatedly demonstrated, but mostly lost significance at later endpoints of evaluation. Clinical symptoms and functional outcome were improved in a minority of studies. S-TCT interventions were associated with the relative normalization of several neurobiological biomarkers of neuroplasticity and sensory mechanisms. Expert commentary: S-TCT, although time-intensive, is a cost-efficient, safe and promising technique for Sz treatment. Its efficacy on higher-order cognition opens a critical window for clinical and functional improvement. The biological impact of S-TCT may allow for the identification of therapeutic biomarkers to further precision-medicine. Additional research is required to investigate the long-term effects of S-TCT, optimal training parameters and potential confounding factors associated with the illness.
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Affiliation(s)
- Clément Dondé
- a INSERM, U1028; CNRS, UMR5292; Lyon Neuroscience Research Center, Psychiatric Disorders: from Resistance to Response Team , Lyon, F-69678 , France.,b University Lyon 1 , Villeurbanne, F-69000 , France.,c Centre Hospitalier Le Vinatier, Department of Psychiatry , Bron, F-69000 , France
| | - Marine Mondino
- a INSERM, U1028; CNRS, UMR5292; Lyon Neuroscience Research Center, Psychiatric Disorders: from Resistance to Response Team , Lyon, F-69678 , France.,b University Lyon 1 , Villeurbanne, F-69000 , France.,c Centre Hospitalier Le Vinatier, Department of Psychiatry , Bron, F-69000 , France
| | - Jérôme Brunelin
- a INSERM, U1028; CNRS, UMR5292; Lyon Neuroscience Research Center, Psychiatric Disorders: from Resistance to Response Team , Lyon, F-69678 , France.,b University Lyon 1 , Villeurbanne, F-69000 , France.,c Centre Hospitalier Le Vinatier, Department of Psychiatry , Bron, F-69000 , France
| | - Frédéric Haesebaert
- a INSERM, U1028; CNRS, UMR5292; Lyon Neuroscience Research Center, Psychiatric Disorders: from Resistance to Response Team , Lyon, F-69678 , France.,b University Lyon 1 , Villeurbanne, F-69000 , France.,c Centre Hospitalier Le Vinatier, Department of Psychiatry , Bron, F-69000 , France
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Horan WP, Green MF. Treatment of social cognition in schizophrenia: Current status and future directions. Schizophr Res 2019; 203:3-11. [PMID: 28712968 DOI: 10.1016/j.schres.2017.07.013] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Revised: 06/30/2017] [Accepted: 07/05/2017] [Indexed: 12/15/2022]
Abstract
Efforts to develop psychosocial interventions that specifically target social cognition in schizophrenia spectrum disorders began nearly two decades ago. The field has matured considerably since then and has engendered a great deal of optimism about this treatment approach. Indeed, the efficacy of social cognitive interventions, especially those that address multiple domains of social cognition, has received substantial support. This article critically evaluates the current evidence for social cognitive interventions, identifies limitations and open questions, and suggests priorities and directions for further research. Limitations of available studies include a frequent lack of methodological rigor, suboptimal selection of endpoints, and sparse evidence for generalization to functional improvements. We highlight several emerging psychosocial and non-psychosocial approaches that may enhance the efficacy of social cognitive interventions and promote generalization to improvements in real world functioning. We conclude that cautious optimism is warranted as the field moves forward into the next wave of social cognitive treatment studies.
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Affiliation(s)
- William P Horan
- VA Greater Los Angeles Healthcare System, United States; University of California, Los Angeles, United States.
| | - Michael F Green
- VA Greater Los Angeles Healthcare System, United States; University of California, Los Angeles, United States
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Lindenmayer JP, Khan A, McGurk SR, Kulsa MKC, Ljuri I, Ozog V, Fregenti S, Capodilupo G, Buccellato K, Thanju A, Goldring A, Parak M, Parker B. Does social cognition training augment response to computer-assisted cognitive remediation for schizophrenia? Schizophr Res 2018; 201:180-186. [PMID: 29910120 DOI: 10.1016/j.schres.2018.06.012] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Revised: 06/08/2018] [Accepted: 06/08/2018] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Cognitive remediation therapy (CRT) has shown significant improvement in cognition in schizophrenia. However, effect sizes of CRT have been reported to be modest raising the issue how to augment the effects of CRT on neurocognition and social cognition. Our aim was to examine whether the addition of computerized social cognition training would enhance the effects on neurocognition and social cognition as compared to CRT alone. METHODS This is a 12-week, parallel group trial of 131 in- and out-patients with schizophrenia randomized to CRT (COGPACK or Brain Fitness) with computerized social cognition training (MRIGE), or CRT alone for 36 sessions. Participants were assessed at baseline and after 12 weeks of treatment. Assessments included neurocognition, social cognition, psychopathology, and functioning. RESULTS The combined intervention, CRT + MRIGE, showed greater improvements in the MCCB indices of Visual Learning, Working Memory, Reasoning and Problem-Solving, and the neurocognitive composite score compared to CRT alone (Bonferroni adjusted p = 0.004, p = 0.005, p = 0.01, respectively), as did social cognition measures (Bonferroni adjusted p = 0.006, p = 0.005, respectively). CONCLUSIONS Supplementing CRT with computerized social cognition training produced greater benefits in neurocognition, including visual learning, memory, executive functions, and social cognition relative to cognitive training alone. These findings favoring the combined training may be contributed to both the greater overall amount of cognitive practice, as well as the specific cognitive functions engaged by the social cognition training.
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Affiliation(s)
- Jean-Pierre Lindenmayer
- Manhattan Psychiatric Center, 600 East 125th Street Wards Island, New York, NY 10035, United States; Nathan S. Kline Institute for Psychiatric Research, 140 Old Orangeburg Road, Orangeburg, NY 10962, United States; New York University School of Medicine, 550 1st Avenue, New York, NY 10016, United States.
| | - Anzalee Khan
- Nathan S. Kline Institute for Psychiatric Research, 140 Old Orangeburg Road, Orangeburg, NY 10962, United States; NeuroCog Trials, 3211 Shannon Road #300, Durham, NC 27707, United States.
| | - Susan R McGurk
- Boston University, 1 Silber Way, Boston, MA 02215, United States.
| | - Mila Kirstie C Kulsa
- Manhattan Psychiatric Center, 600 East 125th Street Wards Island, New York, NY 10035, United States; Teachers College Columbia University, 525 West 120th Street, New York, NY 10027, United States.
| | - Isidora Ljuri
- Manhattan Psychiatric Center, 600 East 125th Street Wards Island, New York, NY 10035, United States.
| | - Veronica Ozog
- Adelphi University, 1 South Avenue, Garden City, NY 11530, United States.
| | - Samantha Fregenti
- Mental Health Service Corps, 425 East 25th Street, New York, NY 10010, United States.
| | - Gianna Capodilupo
- MedAvante-ProPhase, 3 Park Avenue, New York, NY 10016, United States
| | - Kiara Buccellato
- Henry Jackson Foundation at The Walter Reed National Military Medical Center, 901 Rockville Pike, Bethesda, MD 20889, United States
| | - Amod Thanju
- Manhattan Psychiatric Center, 600 East 125th Street Wards Island, New York, NY 10035, United States; Nathan S. Kline Institute for Psychiatric Research, 140 Old Orangeburg Road, Orangeburg, NY 10962, United States.
| | - Abraham Goldring
- Manhattan Psychiatric Center, 600 East 125th Street Wards Island, New York, NY 10035, United States; Nathan S. Kline Institute for Psychiatric Research, 140 Old Orangeburg Road, Orangeburg, NY 10962, United States.
| | - Mohan Parak
- Manhattan Psychiatric Center, 600 East 125th Street Wards Island, New York, NY 10035, United States; Nathan S. Kline Institute for Psychiatric Research, 140 Old Orangeburg Road, Orangeburg, NY 10962, United States.
| | - Benedicto Parker
- Manhattan Psychiatric Center, 600 East 125th Street Wards Island, New York, NY 10035, United States.
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White matter microstructure predicts cognitive training-induced improvements in attention and executive functioning in schizophrenia. Schizophr Res 2018; 193:276-283. [PMID: 28689758 PMCID: PMC5999406 DOI: 10.1016/j.schres.2017.06.062] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 06/29/2017] [Accepted: 06/30/2017] [Indexed: 12/11/2022]
Abstract
We examined the relationship between white matter microstructure in schizophrenia using diffusion tensor imaging (DTI) and cognitive improvements induced by 70h (~16weeks) of cognitive training. We measured anatomical connectivity in 48 patients with schizophrenia (SZ) and 28 healthy control participants (HC) at baseline, and then examined the relationship between anatomical connectivity at baseline and training-induced cognitive gains in 30 SZ who performed diffusion imaging after completing 70h of training. Compared with healthy control participants, individuals with schizophrenia showed reduced white matter integrity at baseline, as indexed by fractional anisotropy metrics, in bilateral posterior corona radiata, bilateral retrolenticular internal capsules, bilateral posterior thalamic radiation, left anterior corona radiata, left superior longitudinal fasciculus, left sagittal stratum, right cerebral peduncle and the genu and splenium of the corpus callosum. After training, schizophrenia participants showed significant gains in attention/vigilance, speed of processing, verbal learning, visual learning and executive functioning. White matter integrity within the right fronto-occipital fasciculus predicted training-induced improvements in attention/vigilance, while white matter integrity within the right corticospinal tract and bilateral medial lemnisci predicted cognitive training-induced improvements in executive functioning, areas that did not show white matter tract deficits at baseline. These findings suggest that preserved white matter integrity connecting long-range prefrontal-thalamic-sensorimotor areas may be an important determinant for training-induced neurocognitive plasticity.
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Biagianti B, Fisher M, Howard L, Rowlands A, Vinogradov S, Woolley J. Feasibility and preliminary efficacy of remotely delivering cognitive training to people with schizophrenia using tablets. SCHIZOPHRENIA RESEARCH-COGNITION 2017; 10:7-14. [PMID: 28824850 PMCID: PMC5544490 DOI: 10.1016/j.scog.2017.07.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Revised: 07/26/2017] [Accepted: 07/27/2017] [Indexed: 01/13/2023]
Abstract
Background Limited access to Cognitive Training (CT) for people with schizophrenia (SZ) prevents widespread adoption of this intervention. Delivering CT remotely via tablets may increase accessibility, improve scheduling flexibility, and diminish patient burden. Methods In this reanalysis of data from a larger trial of CT, we compared two samples of individuals with SZ who chose to complete 40 h of CT either on desktop computers in the laboratory (N = 33) or remotely via iPads (N = 41). We examined attrition rates and adherence to training, and investigated whether remote iPad-based CT and in-person desktop-based CT induced significantly different improvements in cognitive and real-world functioning. Results The attrition rate was 36.6%. On average, participants completed 3.06 h of CT per week. There were no significant between-group differences in attrition and adherence to CT requirements. Participants who completed iPad-based CT were significantly younger and had lower symptoms at baseline compared to participants who completed CT on the lab desktops. Controlling for age and symptom severity, rANCOVA showed that iPad-based and desktop-based CT similarly and significantly improved verbal learning and problem solving. Main effects of time, at trend level significance, were evident in global cognition, verbal memory, quality of life, and social functioning. All group by time interactions were non-significant except for verbal memory, where iPad users showed greater gains. Within-group effect sizes for changes in outcomes were in the small range. Conclusion Although underpowered and not randomized, this study demonstrates that delivering CT remotely to people with SZ using tablets is feasible and results in retention rates, adherence, and cognitive and functional outcome improvements that are comparable to those observed when CT is delivered in the laboratory. This has important implications in terms of scalability and dissemination of CT. These results require confirmation in larger samples.
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Affiliation(s)
- Bruno Biagianti
- Department of Psychiatry, University of California, San Francisco, USA.,Posit Science, Inc., USA
| | | | - Lisa Howard
- Department of Psychiatry, University of California, San Francisco, USA
| | - Abby Rowlands
- Department of Psychiatry, University of California, San Francisco, USA
| | | | - Joshua Woolley
- Department of Psychiatry, University of California, San Francisco, USA
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