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Sun S, Li C, Xie X, Wan X, Liu T, Li D, Duan D, Yu H, Wen D. Digital therapeutics for cognitive impairments associated with schizophrenia: our opinion. Front Psychiatry 2025; 16:1535309. [PMID: 40313239 PMCID: PMC12043667 DOI: 10.3389/fpsyt.2025.1535309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Accepted: 03/26/2025] [Indexed: 05/03/2025] Open
Affiliation(s)
- Shengtao Sun
- School of Information Science and Engineering, Yanshan University, Qinhuangdao, China
| | - Chongyang Li
- School of Information Science and Engineering, Yanshan University, Qinhuangdao, China
| | - Xueguang Xie
- School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, China
- The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, China
| | - Xianglong Wan
- School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, China
- The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, China
| | - Tiange Liu
- School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, China
- The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, China
| | - Danyang Li
- Sports Department, University of Science and Technology Beijing, Beijing, China
| | - Dingna Duan
- School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, China
- The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, China
| | - Hao Yu
- Sports Department, University of Science and Technology Beijing, Beijing, China
| | - Dong Wen
- School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, China
- The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, China
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Perra A, Carta MG, Primavera D, Cossu G, Locci A, Zaccheddu R, Piludu F, Galetti A, Preti A, De Lorenzo V, Di Natale L, Machado S, Nardi AE, Sancassiani F. An Integrated Cognitive Remediation and Recovery-Oriented Program for Individuals with Bipolar Disorder Using a Virtual Reality-Based Intervention: 6- and 12-Month Cognitive Outcomes from a Randomized Feasibility Trial. Behav Sci (Basel) 2025; 15:452. [PMID: 40282074 PMCID: PMC12024416 DOI: 10.3390/bs15040452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Revised: 03/17/2025] [Accepted: 03/28/2025] [Indexed: 04/29/2025] Open
Abstract
INTRODUCTION Achieving long-term impacts from cognitive remediation (CR) interventions is a key goal in rehabilitative care. Integrating virtual reality (VR) with psychoeducational approaches within CR programs has shown promise in enhancing user engagement and addressing the complex needs of individuals with bipolar disorder (BD). A previous randomized controlled crossover feasibility trial demonstrated the viability of a fully immersive VR-CR intervention for BD, reporting low dropout rates, high acceptability, and significant cognitive improvements. This secondary analysis aimed to evaluate the stability of these outcomes over time. METHODS This paper presents a 6- to 12-month follow-up of the initial trial. Secondary cognitive outcomes were assessed, including visuospatial abilities, memory, attention, verbal fluency, and executive function, using validated assessment tools. Statistical analyses were conducted using Friedman's test. RESULTS A total of 36 participants completed the 6- to 12-month follow-up. Overall, cognitive functions showed a trend toward stability or improvement over time, except for visuospatial and executive functions, which demonstrated inconsistent trajectories. Significant improvements were observed in language (p = 0.02). CONCLUSION This study highlights the overall stability of cognitive functions 12 months after a fully immersive VR-CR program for individuals with BD. To sustain long-term clinical benefits, an integrated approach, such as incorporating psychoeducational strategies within cognitive remediation interventions, may be essential. Further follow-up studies with control groups and larger sample sizes are needed to validate these findings.
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Affiliation(s)
- Alessandra Perra
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (A.P.); (G.C.); (A.L.); (R.Z.); (F.P.); (A.G.); (F.S.)
| | - Mauro Giovanni Carta
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (A.P.); (G.C.); (A.L.); (R.Z.); (F.P.); (A.G.); (F.S.)
| | - Diego Primavera
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (A.P.); (G.C.); (A.L.); (R.Z.); (F.P.); (A.G.); (F.S.)
| | - Giulia Cossu
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (A.P.); (G.C.); (A.L.); (R.Z.); (F.P.); (A.G.); (F.S.)
| | - Aurora Locci
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (A.P.); (G.C.); (A.L.); (R.Z.); (F.P.); (A.G.); (F.S.)
| | - Rosanna Zaccheddu
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (A.P.); (G.C.); (A.L.); (R.Z.); (F.P.); (A.G.); (F.S.)
| | - Federica Piludu
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (A.P.); (G.C.); (A.L.); (R.Z.); (F.P.); (A.G.); (F.S.)
| | - Alessia Galetti
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (A.P.); (G.C.); (A.L.); (R.Z.); (F.P.); (A.G.); (F.S.)
| | - Antonio Preti
- Department of Neuroscience, University of Turin, 10125 Turin, Italy;
| | - Valerio De Lorenzo
- Department of Systems Medicine, University of Tor Vergata, 00133 Rome, Italy;
- Cerebrum VR Society, 00185 Rome, Italy;
| | - Lorenzo Di Natale
- Cerebrum VR Society, 00185 Rome, Italy;
- IDEGO Digital Psychology Society, 00133 Rome, Italy
| | - Sergio Machado
- Centre of Neuroscience, Neurodiversity Institute, Queimados 26325-010, Brazil;
- Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 22290-140, Brazil;
| | - Antonio Egidio Nardi
- Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 22290-140, Brazil;
| | - Federica Sancassiani
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (A.P.); (G.C.); (A.L.); (R.Z.); (F.P.); (A.G.); (F.S.)
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Zeka F, Clemmensen L, Valmaggia L, Veling W, Hjorthøj C, Glenthøj LB. The Effectiveness of Immersive Virtual Reality-Based Treatment for Mental Disorders: A Systematic Review With Meta-Analysis. Acta Psychiatr Scand 2025; 151:210-230. [PMID: 39709995 DOI: 10.1111/acps.13777] [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: 02/26/2024] [Revised: 11/08/2024] [Accepted: 11/16/2024] [Indexed: 12/24/2024]
Abstract
BACKGROUND The increasing number of studies of immersive virtual reality (VR) interventions for mental disorders call for an examination of the current level of evidence on their effectiveness. The findings may guide scalability and contribute to the advancement and optimization of immersive VR-based interventions for mental disorders. METHODS A systematic literature search across four databases screened 2443 studies. Outcomes were disorder-specific symptoms, cognition, function, and quality of life. The study is registered on PROSPERO (CRD42023465845) and follows the reporting standards outlined in the PRISMA guidelines. RESULTS Fifty-five studies involving a total of 3031 participants covering 10 mental disorders were included in the analysis. VR interventions demonstrated statistically significant effects of post-treatment compared to active control conditions for alcohol use disorder (reduced state anxiety, g = 0.89, 95% CI[0.24, 1.55]) and schizophrenia spectrum disorders (reduced psychotic symptoms, g = 0.37, 95% CI[0.04, 0.70]). Compared to passive control conditions, statistically significant effects of VR interventions were observed for panic and agoraphobia (g = 1.28, 95% CI [0.47, 2.10]), social anxiety disorder (g = 0.83, 95% CI [0.49, 1.17]), specific phobias (g = 1.07, 95% CI[0.22, 1.92]), depression symptoms in PTSD (g = 0.67, 95% CI [0.22;1.13]). In contrast, no significant differences were found between VR interventions and active control conditions for functioning and quality of life in schizophrenia spectrum disorder and panic or agoraphobia. No meta-analyses were conducted on cognition due to insufficient data. Over 50% of the included studies were assessed as having a high risk of bias. According to the GRADE assessment, evidence for VR-based interventions across various mental disorders was generally of low to very low certainty, with a few exceptions rated as moderate certainty. CONCLUSION VR interventions may potentially have benefits, particularly when compared to passive control conditions, however, the evidence remains uncertain necessitating more large-scale, methodologically robust studies. Current findings can thus only be considered indicative. Recommendations on future directions of the VR field are discussed.
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Affiliation(s)
- Fatime Zeka
- VIRTU Research Group, Mental Health Center Copenhagen, Copenhagen University Hospital - Mental Health Services, CPH, Denmark
- Department of Psychology, University of Copenhagen, Denmark
| | - Lars Clemmensen
- VIRTU Research Group, Mental Health Center Copenhagen, Copenhagen University Hospital - Mental Health Services, CPH, Denmark
| | - Lucia Valmaggia
- ORYGEN, Centre for Youth Mental Health, University of Melbourne, Kobenhavn, Australia
- Psychology and Neuroscience, King's College London, Institute of Psychiatry, London, UK
- Department of Psychiatry, University of Melbourne Centre for Youth Mental Health, Leuven, Belgium
| | - Wim Veling
- University Medical Center Groningen, Groningen, The Netherlands
| | - Carsten Hjorthøj
- Copenhagen Research Center for Mental Health, Hellerup, Denmark
- Department of Public Health, Section of Epidemiology, University of Copenhagen, Copenhagen, Denmark
| | - Louise Birkedal Glenthøj
- VIRTU Research Group, Mental Health Center Copenhagen, Copenhagen University Hospital - Mental Health Services, CPH, Denmark
- Department of Psychology, University of Copenhagen, Denmark
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Shu X, Dai Y, Tang J, Huang Y, Hu R, Lin Y. Cognitive rehabilitation in schizophrenia research: a bibliometric and visualization analysis. Front Psychiatry 2024; 15:1509539. [PMID: 39722848 PMCID: PMC11668788 DOI: 10.3389/fpsyt.2024.1509539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Accepted: 11/25/2024] [Indexed: 12/28/2024] Open
Abstract
Objective Cognitive impairment is notably prevalent among schizophrenic individuals and is acknowledged as one of the core features of the disorder. Despite the proliferation of literature on cognitive rehabilitation treatments for schizophrenia in recent years, there remains a dearth of systematic reviews and selections of research in this area. From a bibliometric perspective, this study aims to analyze and discuss the current state, developmental trends, and potential research hotspots of cognitive rehabilitation in schizophrenia over the past two decades. Methods The Core database of Web of Science was utilized to retrieve articles on cognitive rehabilitation in Schizophrenia that were published from 2004 to 2024. Bibliometrics was applied to perform both quantitative and qualitative analyses of authors, institutions, countries, journals, references, and keywords, leveraging tools such as CiteSpace, VOSviewer, and the R software package Bibliometrix. Results A total of 2,413 articles were encompassed in this study, comprising 1,774 regular articles and 373 review articles. The United States emerged as the country with the highest productivity and citation counts, engaging in academic collaborations with over 40 nations. This was followed by the United Kingdom and Spain. King's College London stood out as the leading institution in the field. However, the article with the highest average citation rate was authored by Susan R. McGurk from the Dartmouth Centre for Psychiatric Research in the United States. Schizophrenia Research proved to be the most influential journal in this domain, with its articles being cited over 10,000 times. Conclusion This study provides a comprehensive review of research achievements in cognitive rehabilitation for schizophrenia spanning from 2004 to 2024, and outlines global research hotspots and trends with future projections. Currently, methods for cognitive rehabilitation in schizophrenia and neural plasticity in the brain represent the cutting-edge of research. The safety, efficacy, and standardization of virtual reality are poised to emerge as potential future hotspots and trends in research. Additionally, the neurobiological foundations of cognitive remediation therapy constitute an unexplored territory ripe for further investigation.
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Affiliation(s)
- Xiaofeng Shu
- Rehabilitation Medical Center, Kangci Hospital, Jiaxing, Zhejiang, China
| | - Yubin Dai
- Rehabilitation Medical Center, Kangci Hospital, Jiaxing, Zhejiang, China
| | - Juanping Tang
- Rehabilitation Medical Center, Kangci Hospital, Jiaxing, Zhejiang, China
| | - Yi Huang
- The Third School of Clinical Medicine (School of Rehabilitation Medicine), Zhejiang Chinese Medical University, Hangzhou, China
| | - Rong Hu
- College of Acupuncture-Massage and Rehabilitation, Hunan University of Chinese Medicine, Changsha, China
| | - Yong Lin
- Rehabilitation Medical Center, Kangci Hospital, Jiaxing, Zhejiang, China
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Stüble M, Schultze-Lutter F, Kaess M, Franscini M, Traber-Walker N, Walger P, Schimmelmann BG, Vogeley K, Kambeitz J, Kindler J, Michel C. Clinical and neurocognitive profiles of a combined clinical high risk for psychosis and clinical control sample: latent class analysis. BJPsych Open 2024; 10:e226. [PMID: 39635738 PMCID: PMC11698148 DOI: 10.1192/bjo.2024.815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 09/23/2024] [Accepted: 10/07/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND The clinical high-risk (CHR) state for psychosis demonstrates considerable clinical heterogeneity, presenting challenges for clinicians and researchers alike. Basic symptoms, to date, have largely been ignored in explorations of clinical profiles. AIMS We examined clinical profiles by using a broader spectrum of CHR symptoms, including not only (attenuated) psychotic, but also basic symptoms. METHOD Patients (N = 875) of specialised early intervention centres for psychosis in Germany and Switzerland were assessed with the Schizophrenia Proneness Instruments and the Structured Interview for Psychosis-Risk Syndromes. Latent class analysis was applied to CHR symptoms to identify clinical profiles. Additionally, demographics, other symptoms, current non-psychotic DSM-IV axis I disorders and neurocognitive variables were assessed to further describe and compare the profiles. RESULTS A three-class model was best fitting the data, whereby basic symptoms best differentiated between the profiles (η2 = 0.08-0.52). Class 1 had a low probability of CHR symptoms, the highest functioning and lowest other psychopathology, neurocognitive deficits and transition-to-psychosis rate. Class 2 had the highest probability of basic and (attenuated) positive symptoms (excluding hallucinations), lowest functioning, highest symptom load, most neurocognitive deficits and highest transition rate (55.1%). Class 3 was mostly characterised by attenuated hallucination, and was otherwise intermediate between the other two classes. Comorbidity rates were comparable across classes, with some class differences in diagnostic categories. CONCLUSIONS Our profiles based on basic and (attenuated) psychotic symptoms provide clinically useful entities by parsing out heterogeneity in clinical presentation. In future, they could guide class-specific intervention.
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Affiliation(s)
- Miriam Stüble
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy Bern, University of Bern, Switzerland; and Graduate School for Health Sciences, University of Bern, Switzerland
| | - Frauke Schultze-Lutter
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy Bern, University of Bern, Switzerland; Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich-Heine University, Germany; and Department of Psychology, Faculty of Psychology, Airlangga University, Indonesia
| | - Michael Kaess
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy Bern, University of Bern, Switzerland; and Department of Child and Adolescent Psychiatry, Centre for Psychosocial Medicine, University of Heidelberg, Germany
| | - Maurizia Franscini
- Department of Child and Adolescent Psychiatry and Psychotherapy, University of Zurich, Switzerland
| | - Nina Traber-Walker
- Department of Child and Adolescent Psychiatry and Psychotherapy, University of Zurich, Switzerland
| | - Petra Walger
- Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich-Heine University, Germany
| | - Benno G. Schimmelmann
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy Bern, University of Bern, Switzerland; and University Hospital of Child and Adolescent Psychiatry, University Hospital Hamburg-Eppendorf, Germany
| | - Kai Vogeley
- Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Germany; and Cognitive Neuroscience (INM3), Institute of Neuroscience and Medicine, Research Center Jülich, Germany
| | - Joseph Kambeitz
- Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Germany
| | - Jochen Kindler
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy Bern, University of Bern, Switzerland
| | - Chantal Michel
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy Bern, University of Bern, Switzerland
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Komemi R, Tubenbaltt H, Harel EV, Nahum M, Lipskaya-Velikovsky L. Ecological virtual reality-based cognitive remediation among inpatients with schizophrenia: A pilot study. Schizophr Res Cogn 2024; 38:100326. [PMID: 39281321 PMCID: PMC11399796 DOI: 10.1016/j.scog.2024.100326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 07/20/2024] [Accepted: 08/19/2024] [Indexed: 09/18/2024]
Abstract
Schizophrenia presents a considerable clinical challenge due to limited progress in promoting daily-life functioning among diagnosed individuals. Although cognitive remediation (CR) has emerged as a promising approach to improving cognitive and functional outcomes in schizophrenia, its effectiveness among inpatients and within hospital environments-where opportunities to practice skills in real-world contexts are limited-remains unclear. Here, we aimed to establish the feasibility and initial efficacy of a short, ecological virtual reality-based CR training (CR-EVR) in acute mental health inpatient settings. Efficacy was assessed at four levels: training engagement, near transfer, far transfer, and ecological transfer. Twenty-three inpatients with schizophrenia (Male: 33.3 ± 8.5; 4 Female) completed 8, 20-min CR-EVR sessions, with exercises training the cognitive abilities of inhibition, planning, working memory, shifting, self-initiation, persistence, and attention. Their cognitive functioning, schizophrenia symptoms, functional capacity, and participation in occupations were evaluated pre- and post-training to address four levels of effectiveness. Of the recruited participants, 25.8 % dropped out. Inpatients who completed the full protocol reported high rates of satisfaction (1-not satisfied; 5-very satisfied)) from the intervention (Median = 4, IQR:3.5-5). Post-training, significant improvements were found in the trained cognitive components (intervention engagement: -6.58 < t/Z < 2.02, p < .05), general cognitive functioning (-2.59 < t/Z < 2.29, p < .05), functional capacity (t = -2.9, p < .05), and diversity of participation in everyday activities (t = -3.36, p < .05). This preliminary study suggests that CR-EVR may be a feasible and practical tool to enhance cognitive and ecological outcomes in short-stay acute inpatient settings. Subject to further research, such intervention may be considered an add-on to current practices that promote recovery and health among inpatient populations.
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Affiliation(s)
- Reut Komemi
- School of Occupational Therapy, Faculty of Medicine, the Hebrew University, Jerusalem, Israel
| | - Hana Tubenbaltt
- "Merhavim" - Medical Center for Brain and Mental Health, Beer Yaakov, Israel
- Department of Occupational Therapy, School of Health Professions, Sackler Faculty of Medicine, Tel Aviv University, Tel-Aviv, Israel
| | - Eiran V Harel
- "Merhavim" - Medical Center for Brain and Mental Health, Beer Yaakov, Israel
| | - Mor Nahum
- School of Occupational Therapy, Faculty of Medicine, the Hebrew University, Jerusalem, Israel
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Perra A, Primavera D, Leonetti V, Montisci R, Carta D, Lorrai G, Locci A, Chessa L, Scuteri A, Cossu G, Nardi AE, Valmaggia L, Galetti A, De Lorenzo V, Sancassiani F, Carta MG. Virtual reality cognitive remediation tool for individuals with mild cognitive impairment: study protocol for a feasibility randomized clinical trial. Front Public Health 2024; 12:1477279. [PMID: 39651467 PMCID: PMC11622698 DOI: 10.3389/fpubh.2024.1477279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 10/07/2024] [Indexed: 12/11/2024] Open
Abstract
Introduction With the growing older adult population, the European Union emphasizes the need to promote research in healthy aging trough multidisciplinary and innovative approaches, including the integration of advanced technologies like virtual reality (VR) in cognitive rehabilitation. This reflects the increasing awareness of the importance of addressing challenges related to neurodegenerative diseases in the older adult population. Our study aims to present a protocol that will assess the feasibility and provide a preliminary measure of effectiveness for an intervention using immersive CR technology for cognitive remediation (CR) in individuals with Mild Cognitive Impairment (MCI). Methods A feasibility randomized controlled clinical study will involve 30 individuals who are over 65 years old, both sex, who meet the diagnostic criteria for MCI from the University Hospital of Cagliari, randomly assigned to either the experimental condition or control group. Both groups will continue to receive standard pharmacological therapy. The experimental group will undergo a 3-months cognitive remediation program using fully immersive VR with two sessions per week. Each session will last a maximum of 60 min and will be supervised by expert health professionals. In contrast, the control group will continue with standard care. The intervention program will be carried out by s psychiatric rehabilitation technicians and speech therapists, emphasizing a comprehensive framework aligned with healthcare needs. Feasibility will be assessed based on tolerability, including dropout rates and acceptability, which considers the proportion of recruited participants among those considered eligible and on side effects and level of satisfaction. The preliminary measures of effectiveness will be evaluated on quality of life, cognitive functions, biological and social rhythms, depressive symptoms and anxiety. Results The trial findings will be submitted for publication in international peer-reviewed journals and shared at international meetings and conferences. Discussion This study aiming to assess the feasibility and preliminary effectiveness of a fully immersive VR/CR program for MCI in order to give data for a subsequent confirmatory trial. The results of the pilot RCT are expected to significantly contribute to research on the prevention of neurocognitive degeneration, with a specific emphasis on enhancing the application of technologies. The strengths of this work are the high technological innovation program for mental health treatments for healthy aging and multidisciplinary approach emphasizing a holistic framework aligned with health needs.
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Affiliation(s)
- Alessandra Perra
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
- Strategic Steering Commitee, Centro Studi SAPIS Foundation, Italian National Federation of Orders of Radiographers and Technical, Rehabilitation, and Prevention Health Professions Research Centre, Rome, Italy
| | - Diego Primavera
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | | | - Roberta Montisci
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Daniele Carta
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Giulia Lorrai
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Aurora Locci
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Luchino Chessa
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | | | - Giulia Cossu
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
- University Hospital of Cagliari, Cagliari, Italy
| | - Antonio Egidio Nardi
- Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Lucia Valmaggia
- Orygen, Centre for Youth Mental Health, University of Melbourne, Parkville, VIC, Australia
- Department of Psychology, King’s College London, Institute of Psychiatry, Psychology & Neuroscience, London, United Kingdom
- Department of Clinical Psychiatry, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Alessia Galetti
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | | | - Federica Sancassiani
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
- University Hospital of Cagliari, Cagliari, Italy
| | - Mauro Giovanni Carta
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
- University Hospital of Cagliari, Cagliari, Italy
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Hoşgelen EI, Güneri S, Erdeniz B, Alptekin K. Virtual Reality Interventions and Psychosocial Functioning in Schizophrenia Spectrum Disorders: A Systematic Review. Clin Psychol Psychother 2024; 31:e70020. [PMID: 39691951 DOI: 10.1002/cpp.70020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 11/04/2024] [Accepted: 11/04/2024] [Indexed: 12/19/2024]
Abstract
OBJECTIVE The objective of this study is to evaluate the effectiveness of virtual reality (VR) intervention programs that aim to improve psychosocial functioning in schizophrenia spectrum disorders and evaluate the quality assessment of these studies. METHODS PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses) guideline was followed to conduct this systematic review. The literature search was performed in Web of Science (WoS) and PubMed, by two independent researchers on two occasions, on 1 March 2023 and 20 August 2023. Risk of bias of the studies was evaluated by The Effective Public Health Practice Project (EPHPP) Quality Assessment Tool for Quantitative Studies. RESULTS Fifteen studies met inclusion criteria, targeting social skills (n = 5), social cognitive skills (n = 7) and vocational training (n = 3). In these studies, a total of 292 participants enrolled in VR interventions and a total of 258 participants enrolled in control groups. In this systematic review, there were eight cohort studies, where seven were with a single-group pretreatment and posttreatment evaluation and one was with a control group, and one controlled trial and six randomized controlled trials were included. Several studies reported significant improvements in both psychosocial functioning and clinical symptoms, whereas others found improvements only in either psychosocial functioning or clinical symptoms, and still others found no improvements at all. The limitations of the studies include small sample sizes and standardized intervention methods. There is a very high variability in session duration, frequency and total treatment period. CONCLUSION Although VR intervention programs offer unique opportunities for psychosocial improvement, heterogeneity in methodologies and mixed results highlight the need for further research.
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Affiliation(s)
- Emine Ilgın Hoşgelen
- Graduate School of Health Sciences, Department of Neuroscience, Dokuz Eylul University, Balcova-Izmir, Turkiye
| | - Sinem Güneri
- Graduate School of Health Sciences, Department of Neuroscience, Dokuz Eylul University, Balcova-Izmir, Turkiye
| | - Burak Erdeniz
- Faculty of Arts and Sciences, Department of Psychology, Izmir University of Economics, Balcova-Izmir, Turkiye
| | - Köksal Alptekin
- Graduate School of Health Sciences, Department of Neuroscience, Dokuz Eylul University, Balcova-Izmir, Turkiye
- Department of Psychiatry, Dokuz Eylul University School of Medicine, Balcova-Izmir, Turkiye
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Sancassiani F, Perra A, Galetti A, Di Natale L, De Lorenzo V, Lorrai S, Kalcev G, Pintus E, Cantone E, Nonnis M, Nardi AE, Montisci R, Primavera D. Alexithymia and Bipolar Disorder: Virtual Reality Could Be a Useful Tool for the Treatment and Prevention of These Conditions in People with a Physical Comorbidity. J Clin Med 2024; 13:6206. [PMID: 39458156 PMCID: PMC11509248 DOI: 10.3390/jcm13206206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 10/14/2024] [Accepted: 10/16/2024] [Indexed: 10/28/2024] Open
Abstract
Background: Alexithymia, a predictor in chronic illnesses, like cardiovascular and bipolar disorder (CD-BD), could be improved with a virtual reality (VR) cognitive remediation program. This secondary analysis of a previous randomized controlled trial (RCT) evaluates alexithymia improvement and its factors in an experimental group versus a control group, exploring extensions to individuals with comorbid non-psychiatric chronic conditions. Methods: A feasibility cross-over RCT (ClinicalTrials.gov NCT05070065) enrolled individuals aged 18-75 with mood disorders (BD, DSM-IV), excluding those with relapses, epilepsy, or severe eye conditions due to potential risks with VR. Alexithymia levels were measured using the Toronto Alexithymia Scale with 20 items (TAS-20). Results: The study included 39 individuals in the experimental group and 25 in the control group, with no significant age or sex differences observed. Significantly improved alexithymia scores were noted in the experimental group compared to controls (F = 111.9; p < 0.0001) and in subgroups with chronic non-psychiatric comorbidities (F = 4.293, p = 0.048). Scores were particularly improved for difficulty in identifying feelings (F = 92.42; p < 0.00001), communicating feelings (F = 61.34; p < 0.00001), and externally oriented thinking (F = 173.12; p < 0.00001). Conclusions: The findings highlight alexithymia enhancement in BD, even with comorbid non-psychiatric chronic diseases. Given its impact on BD progression and related conditions, like CD, developing and evaluating VR-based tools in this context is suggested by these findings.
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Affiliation(s)
- Federica Sancassiani
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (F.S.); (A.G.); (S.L.); (E.P.); (E.C.); (R.M.); (D.P.)
| | - Alessandra Perra
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (F.S.); (A.G.); (S.L.); (E.P.); (E.C.); (R.M.); (D.P.)
| | - Alessia Galetti
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (F.S.); (A.G.); (S.L.); (E.P.); (E.C.); (R.M.); (D.P.)
| | - Lorenzo Di Natale
- IDEGO Digital Psychology Society, 00197 Rome, Italy;
- CEREBRUM VR, 00197 Rome, Italy;
| | - Valerio De Lorenzo
- CEREBRUM VR, 00197 Rome, Italy;
- Department of Systems Medicine, University of Tor Vergata, 00133 Rome, Italy
| | - Stefano Lorrai
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (F.S.); (A.G.); (S.L.); (E.P.); (E.C.); (R.M.); (D.P.)
| | - Goce Kalcev
- The National Alliance for Neuromuscular Diseases and Neuroscience GANGLION Skopje, Skopje 1000, North Macedonia;
| | - Elisa Pintus
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (F.S.); (A.G.); (S.L.); (E.P.); (E.C.); (R.M.); (D.P.)
| | - Elisa Cantone
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (F.S.); (A.G.); (S.L.); (E.P.); (E.C.); (R.M.); (D.P.)
| | - Marcello Nonnis
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, 09123 Cagliari, Italy;
| | - Antonio Egidio Nardi
- Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 21941-901, Brazil;
| | - Roberta Montisci
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (F.S.); (A.G.); (S.L.); (E.P.); (E.C.); (R.M.); (D.P.)
| | - Diego Primavera
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy; (F.S.); (A.G.); (S.L.); (E.P.); (E.C.); (R.M.); (D.P.)
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Primavera D, Aviles Gonzalez C, Perra A, Kalcev G, Cantone E, Cossu G, Holzinger A, Carta MG, Sancassiani F. Virtual Reality Cognitive Remediation in Older Adults with Bipolar Disorder: The Effects on Cognitive Performance and Depression in a Feasibility Randomized Controlled Trial. Healthcare (Basel) 2024; 12:1753. [PMID: 39273777 PMCID: PMC11394966 DOI: 10.3390/healthcare12171753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 08/27/2024] [Accepted: 08/29/2024] [Indexed: 09/15/2024] Open
Abstract
INTRODUCTION Dementia, depression, and cardiovascular disease are major public health concerns for older adults, requiring early intervention. This study investigates whether a virtual reality cognitive remediation program (VR-CR) can improve cognitive function and depressive symptoms in older adults, and determines the necessary sample size for future studies. Integrated VR and CR interventions have shown promising outcomes in older adults with neurodegenerative and mental health disorders. METHODS This secondary analysis of a randomized controlled trial involves adults aged 58-75 years with bipolar disorder, excluding those with acute episodes, epilepsy, or severe eye diseases. The experimental group received standard treatment plus VR-CR, while the control group received only standard treatment. RESULTS No baseline differences were found between the experimental and control groups. No significant improvement was observed in the overall cognitive function test (p = 0.897) or in depressive symptoms (p = 0.322). A phase III efficacy study requires a sample size of 28 participants (alpha = 0.05, beta = 0.20). CONCLUSIONS VR-CR can potentially treat depressive symptoms in adults and older adults, but the results support conducting phase III studies to further investigate these outcomes. However, the improvement in cognitive performance in the elderly is less pronounced than in younger individuals.
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Affiliation(s)
- Diego Primavera
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy
| | - Cesar Aviles Gonzalez
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy
- Department of Nursing, Universidad Popular del Cesar, Valledupar 200001, Colombia
| | - Alessandra Perra
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy
| | - Goce Kalcev
- The National Alliance for Neuromuscular Diseases and Neuroscience GANGLION Skopje, 1000 Skopje, North Macedonia
| | - Elisa Cantone
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy
| | - Giulia Cossu
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy
| | - Anita Holzinger
- Department at Medical, University of Wien, Spitalgasse 23, 1090 Wien, Austria
| | - Mauro Giovanni Carta
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy
| | - Federica Sancassiani
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy
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Calzavara-Pinton I, Nibbio G, Barlati S, Bertoni L, Necchini N, Zardini D, Baglioni A, Paolini S, Poddighe L, Bulgari V, Lisoni J, Deste G, Vita A. Treatment of Cognitive Impairment Associated with Schizophrenia Spectrum Disorders: New Evidence, Challenges, and Future Perspectives. Brain Sci 2024; 14:791. [PMID: 39199483 PMCID: PMC11352256 DOI: 10.3390/brainsci14080791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 07/29/2024] [Accepted: 08/03/2024] [Indexed: 09/01/2024] Open
Abstract
Cognitive impairment associated with schizophrenia (CIAS) represents one of the core features of the disorder and has a significant impact on functional and rehabilitation outcomes of people living with schizophrenia spectrum disorders (SSD). The aim of this critical review is to highlight the most recent evidence on effective treatments available for CIAS, to discuss the current challenges in this field, and to present future perspectives that may help to overcome them. Concerning psychopharmacological approaches, among the most indicated strategies for the management and prevention of CIAS is to favor second-generation antipsychotic medications and avoid long-term and high-dose treatments with anticholinergic medications and benzodiazepines. Moreover, non-pharmacological approaches such as cognitive remediation and physical exercise-based programs represent evidence-based interventions in the treatment of CIAS that have shown reliable evidence of effectiveness on both cognitive and functional outcomes. These treatments, however, are still delivered to people accessing mental health services with a diagnosis of CIAS in an uneven manner, even in high-income countries. Academic and clinical partnership and collaboration, as well as advocacy from service users, families, carers, and stakeholders' organizations could help to reduce the bench to bedside gap in the treatment of CIAS. Future perspectives include the development of novel pharmacological agents that could be effective in the treatment of CIAS, the implementation of novel technologies such as telemedicine and virtual reality in the delivery of evidence-based interventions to improve accessibility and engagement, and further research in the field of non-invasive brain stimulation.
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Affiliation(s)
- Irene Calzavara-Pinton
- Department of Mental Health and Addiction Services, ASST Spedali Civili of Brescia, 25123 Brescia, Italy; (I.C.-P.); (L.P.); (J.L.); (A.V.)
| | - Gabriele Nibbio
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (G.N.); (L.B.); (N.N.); (D.Z.); (A.B.); (S.P.); (V.B.); (G.D.)
| | - Stefano Barlati
- Department of Mental Health and Addiction Services, ASST Spedali Civili of Brescia, 25123 Brescia, Italy; (I.C.-P.); (L.P.); (J.L.); (A.V.)
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (G.N.); (L.B.); (N.N.); (D.Z.); (A.B.); (S.P.); (V.B.); (G.D.)
| | - Lorenzo Bertoni
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (G.N.); (L.B.); (N.N.); (D.Z.); (A.B.); (S.P.); (V.B.); (G.D.)
| | - Nicola Necchini
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (G.N.); (L.B.); (N.N.); (D.Z.); (A.B.); (S.P.); (V.B.); (G.D.)
| | - Daniela Zardini
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (G.N.); (L.B.); (N.N.); (D.Z.); (A.B.); (S.P.); (V.B.); (G.D.)
| | - Antonio Baglioni
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (G.N.); (L.B.); (N.N.); (D.Z.); (A.B.); (S.P.); (V.B.); (G.D.)
| | - Stefano Paolini
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (G.N.); (L.B.); (N.N.); (D.Z.); (A.B.); (S.P.); (V.B.); (G.D.)
| | - Laura Poddighe
- Department of Mental Health and Addiction Services, ASST Spedali Civili of Brescia, 25123 Brescia, Italy; (I.C.-P.); (L.P.); (J.L.); (A.V.)
| | - Viola Bulgari
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (G.N.); (L.B.); (N.N.); (D.Z.); (A.B.); (S.P.); (V.B.); (G.D.)
| | - Jacopo Lisoni
- Department of Mental Health and Addiction Services, ASST Spedali Civili of Brescia, 25123 Brescia, Italy; (I.C.-P.); (L.P.); (J.L.); (A.V.)
| | - Giacomo Deste
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (G.N.); (L.B.); (N.N.); (D.Z.); (A.B.); (S.P.); (V.B.); (G.D.)
- Department of Mental Health, ASST Valcamonica, 25040 Brescia, Italy
| | - Antonio Vita
- Department of Mental Health and Addiction Services, ASST Spedali Civili of Brescia, 25123 Brescia, Italy; (I.C.-P.); (L.P.); (J.L.); (A.V.)
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (G.N.); (L.B.); (N.N.); (D.Z.); (A.B.); (S.P.); (V.B.); (G.D.)
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12
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Sancassiani F, Perra A, Kurotschka PK, Kalcev G, Galetti A, Zaccheddu R, Locci A, Piludu F, Di Natale L, De Lorenzo V, Fornaro M, Nardi AE, Primavera D. Improving Social and Personal Rhythm Dysregulation in Young and Old Adults with Bipolar Disorder: Post-Hoc Analysis of a Feasibility Randomized Controlled Trial Using Virtual Reality-Based Intervention. J Clin Med 2024; 13:3786. [PMID: 38999351 PMCID: PMC11242709 DOI: 10.3390/jcm13133786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 06/25/2024] [Accepted: 06/26/2024] [Indexed: 07/14/2024] Open
Abstract
Introduction: Rehabilitative interventions employing technology play a crucial role in bipolar disorder (BD) treatment. The study aims to appraise the virtual reality (VR)-based cognitive remediation (CR) and the interpersonal rhythm approaches to treatment outcomes of BD across different age groups. Methods: Post-hoc analysis of a 12-week randomizedcontrolled cross-over feasibility trial involving people with mood disorders (BD, DSM-IV) aged 18-75 years old: thirty-nine exposed to the experimental VR-based CR vs 25 waiting list controls. People with BD relapse, epilepsy or severe eye diseases (due to the potential VR risks exposure) were excluded. Biological Rhythms Interview of Assessment in Neuropsychiatry (BRIAN) was used to measure the outcome. Results: Cases and controls did not statistically significantly differ in age and sex distributions. Personal rhythm scores improved over the study follow-up in the experimental vs the control group (APC = 8.7%; F = 111.9; p < 0.0001), both in young (18-45 years) (APC = 5.5%; F = 70.46; p < 0.0001) and, to a lesser extent, older (>46 years) adults (APC = 10.5%; F = 12.110; p = 0.002). Conclusions: This study observed improved synchronization of personal and social rhythms in individuals with BD after a virtual reality cognitive remediation intervention, particularly in social activity, daily activities, and chronotype, with greater benefits in the younger population.
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Affiliation(s)
- Federica Sancassiani
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy
| | - Alessandra Perra
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy
| | - Peter K Kurotschka
- Department of General Practice, University Hospital Würzburg, 12459 Würzburg, Germany
| | - Goce Kalcev
- The National Alliance for Neuromuscular Diseases and Neuroscience GANGLION Skopje, 1000 Skopje, North Macedonia
| | - Alessia Galetti
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy
| | - Rosanna Zaccheddu
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy
| | - Aurora Locci
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy
| | - Federica Piludu
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy
| | - Lorenzo Di Natale
- IDEGO Digital Psychology Society, 00197 Rome, Italy
- CEREBRUM VR, 00197 Rome, Italy
| | - Valerio De Lorenzo
- CEREBRUM VR, 00197 Rome, Italy
- Department of Systems Medicine, University of Tor Vergata, 00133 Rome, Italy
| | - Michele Fornaro
- Section of Psychiatry, Department of Neuroscience, Reproductive Science and Odontostomatology, Federico II University of Naples, 80138 Naples, Italy
| | - Antonio Egidio Nardi
- Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro 21941-901, Brazil
| | - Diego Primavera
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy
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13
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Perra A, Sancassiani F, Cantone E, Pintus E, D’Oca S, Casula A, Littarru S, Zucca S, Tumolillo D, Pinna I, Primavera D, Cossu G, Nardi AE, Kalcev G, Carta MG. An e-Health Psychoeducation Program for Managing the Mental Health of People with Bipolar Disorder during the COVID-19 Pandemic: A Randomized Controlled Study. J Clin Med 2024; 13:3468. [PMID: 38929997 PMCID: PMC11204713 DOI: 10.3390/jcm13123468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 06/06/2024] [Accepted: 06/11/2024] [Indexed: 06/28/2024] Open
Abstract
Background: Social rhythm dysregulation has been identified as a determining factor in bipolar disorder (BD) relapses. It directly impacts individuals' quality of life (QoL). This study aims to present preliminary data on the efficacy of an e-health psychoeducational intervention for BD for improving clinical outcomes. Methods: This study used an open-label, crossover, randomized controlled trial design. The inclusion criteria consisted of a BD diagnosis, affiliation with the Consultation Psychiatry and Psychosomatic Center at the University Hospital in Cagliari, Italy, age over 18, and the obtaining of informed consent. Anxiety and depressive symptoms, QoL, and social and biological rhythms were measured using standardized instruments validated in Italian. Results: A total of 36 individuals were included in the experimental group (EG) and 18 in the control group (CG). The final sample consisted of 25 in the EG and 14 in the CG. A statistically significant improvement in QoL was found in the EG post-treatment (p = 0.011). Significant correlations were found between QoL and the dysregulation of biorhythms in the EG at T0 (p = 0.0048) and T1 (p = 0.0014). Conclusions: This study shows that, during extreme distress, an e-health group psychoeducation intervention for people with BD could significantly improve the perception of QoL. The results must be confirmed by studies conducted with larger-sized samples.
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Affiliation(s)
- Alessandra Perra
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Federica Sancassiani
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Elisa Cantone
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Elisa Pintus
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Silvia D’Oca
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Alessio Casula
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Sara Littarru
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Sara Zucca
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Davide Tumolillo
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Irene Pinna
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Diego Primavera
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Giulia Cossu
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Antonio Egidio Nardi
- Institute of Psychiatry, Federal University of Rio de Janeiro, Rua Visconde de Piraja 407/702, Rio de Janeiro 21941-972, Brazil;
| | - Goce Kalcev
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
| | - Mauro Giovanni Carta
- Department of Medical Sciences and Public Health, University of Cagliari, Cittadella Universitaria, S.P. Monserrato-Sestu km 0,700, 09042 Cagliari, Italy; (A.P.); (F.S.); (E.C.); (E.P.); (S.D.); (A.C.); (S.L.); (S.Z.); (D.T.); (I.P.); (D.P.); (G.C.); (M.G.C.)
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Szczepocka E, Mokros Ł, Kaźmierski J, Nowakowska K, Łucka A, Antoszczyk A, Oltra-Cucarella J, Werzowa W, Hellevik M, Skouras S, Bagger K. Virtual reality-based training may improve visual memory and some aspects of sustained attention among healthy older adults - preliminary results of a randomized controlled study. BMC Psychiatry 2024; 24:347. [PMID: 38720251 PMCID: PMC11080129 DOI: 10.1186/s12888-024-05811-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Accepted: 05/03/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND/AIMS Older age and cognitive inactivity have been associated with cognitive impairment, which in turn is linked to economic and societal burdens due to the high costs of care, especially for care homes and informal care. Emerging non-pharmacological interventions using new technologies, such as virtual reality (VR) delivered on a head-mounted display (HMD), might offer an alternative to maintain or improve cognition. The study aimed to evaluate the efficacy and safety of a VR-based Digital Therapeutics application for improving cognitive functions among healthy older adults. METHODS Seventy-two healthy seniors (experimental group N = 35, control group N = 37), aged 65-85 years, were recruited by the Medical University of Lodz (Poland). Participants were randomly allocated to the experimental group (a VR-based cognitive training which consists of a warm-up module and three tasks, including one-back and dual-N-back) or to the control group (a regular VR headset app only showing nature videos). The exercises are performed in different 360-degree natural environments while listening to a preferred music genre and delivered on a head-mounted display (HMD). The 12-week intervention of 12 min was delivered at least three times per week (36 sessions). Compliance and performance were followed through a web-based application. Primary outcomes included attention and working memory (CNS-Vital Signs computerized cognitive battery). Secondary outcomes comprised other cognitive domains. Mixed linear models were constructed to elucidate the difference in pre- and post-intervention measures between the experimental and control groups. RESULTS The users performed, on average, 39.8 sessions (range 1-100), and 60% performed more than 36 sessions. The experimental group achieved higher scores in the visual memory module (B = 7.767, p = 0.011) and in the one-back continuous performance test (in terms of correct responses: B = 2.057, p = 0.003 and omission errors: B = -1.950, p = 0.007) than the control group in the post-test assessment. The results were independent of participants' sex, age, and years of education. The differences in CNS Vital Signs' global score, working memory, executive function, reaction time, processing speed, simple and complex attention, verbal memory, cognitive flexibility, motor speed, and psychomotor speed were not statistically significant. CONCLUSIONS VR-based cognitive training may prove to be a valuable, efficacious, and well-received tool in terms of improving visual memory and some aspect of sustainability of attention among healthy older adults. This is a preliminary analysis based on part of the obtained results to that point. Final conclusions will be drawn after the analysis of the target sample size. TRIAL REGISTRATION Clinicaltrials.gov ID NCT05369897.
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Affiliation(s)
- Ewa Szczepocka
- Department of Old Age Psychiatry and Psychotic Disorders, Medical University of Lodz, Czechosłowacka 8/10, Lodz, 92-216, Poland.
| | - Łukasz Mokros
- Department of Clinical Pharmacology, Medical University of Lodz, Lodz, Poland
| | - Jakub Kaźmierski
- Department of Old Age Psychiatry and Psychotic Disorders, Medical University of Lodz, Czechosłowacka 8/10, Lodz, 92-216, Poland
| | - Karina Nowakowska
- Department of Old Age Psychiatry and Psychotic Disorders, Medical University of Lodz, Czechosłowacka 8/10, Lodz, 92-216, Poland
| | - Anna Łucka
- Department of Old Age Psychiatry and Psychotic Disorders, Medical University of Lodz, Czechosłowacka 8/10, Lodz, 92-216, Poland
| | - Anna Antoszczyk
- Department of Old Age Psychiatry and Psychotic Disorders, Medical University of Lodz, Czechosłowacka 8/10, Lodz, 92-216, Poland
| | - Javier Oltra-Cucarella
- Senopi AG, Zurich, Switzerland
- Department of Health Psychology, University Miguel Hernández de Elche, Elche, Spain
| | | | | | - Stavros Skouras
- Senopi AG, Zurich, Switzerland
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway
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15
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González-Gualda LM, Vicente-Querol MA, García AS, Molina JP, Latorre JM, Fernández-Sotos P, Fernández-Caballero A. An exploratory study of the effect of age and gender on face scanning during affect recognition in immersive virtual reality. Sci Rep 2024; 14:5553. [PMID: 38448515 PMCID: PMC10918108 DOI: 10.1038/s41598-024-55774-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 02/26/2024] [Indexed: 03/08/2024] Open
Abstract
A person with impaired emotion recognition is not able to correctly identify facial expressions represented by other individuals. The aim of the present study is to assess eyes gaze and facial emotion recognition in a healthy population using dynamic avatars in immersive virtual reality (IVR). For the first time, the viewing of each area of interest of the face in IVR is studied by gender and age. This work in healthy people is conducted to assess the future usefulness of IVR in patients with deficits in the recognition of facial expressions. Seventy-four healthy volunteers participated in the study. The materials used were a laptop computer, a game controller, and a head-mounted display. Dynamic virtual faces randomly representing the six basic emotions plus neutral expression were used as stimuli. After the virtual human represented an emotion, a response panel was displayed with the seven possible options. Besides storing the hits and misses, the software program internally divided the faces into different areas of interest (AOIs) and recorded how long participants looked at each AOI. As regards the overall accuracy of the participants' responses, hits decreased from the youngest to the middle-aged and older adults. Also, all three groups spent the highest percentage of time looking at the eyes, but younger adults had the highest percentage. It is also noteworthy that attention to the face compared to the background decreased with age. Moreover, the hits between women and men were remarkably similar and, in fact, there were no statistically significant differences between them. In general, men paid more attention to the eyes than women, but women paid more attention to the forehead and mouth. In contrast to previous work, our study indicates that there are no differences between men and women in facial emotion recognition. Moreover, in line with previous work, the percentage of face viewing time for younger adults is higher than for older adults. However, contrary to earlier studies, older adults look more at the eyes than at the mouth.Consistent with other studies, the eyes are the AOI with the highest percentage of viewing time. For men the most viewed AOI is the eyes for all emotions in both hits and misses. Women look more at the eyes for all emotions, except for joy, fear, and anger on hits. On misses, they look more into the eyes for almost all emotions except surprise and fear.
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Affiliation(s)
- Luz M González-Gualda
- Servicio de Salud de Castilla-La Mancha, Complejo Hospitalario Universitario de Albacete, Servicio de Salud Mental, 02004, Albacete, Spain
| | - Miguel A Vicente-Querol
- Neurocognition and Emotion Unit, Instituto de Investigación en Informática de Albacete, 02071, Albacete, Spain
| | - Arturo S García
- Neurocognition and Emotion Unit, Instituto de Investigación en Informática de Albacete, 02071, Albacete, Spain
- Departmento de Sistemas Informáticos, Universidad de Castilla-La Mancha, 02071, Albacete, Spain
| | - José P Molina
- Neurocognition and Emotion Unit, Instituto de Investigación en Informática de Albacete, 02071, Albacete, Spain
- Departmento de Sistemas Informáticos, Universidad de Castilla-La Mancha, 02071, Albacete, Spain
| | - José M Latorre
- Departmento de Psicología, Universidad de Castilla-La Mancha, 02071, Albacete, Spain
| | - Patricia Fernández-Sotos
- Servicio de Salud de Castilla-La Mancha, Complejo Hospitalario Universitario de Albacete, Servicio de Salud Mental, 02004, Albacete, Spain
- CIBERSAM-ISCIII (Biomedical Research Networking Centre in Mental Health, Instituto de Salud Carlos III), 28016, Madrid, Spain
| | - Antonio Fernández-Caballero
- Neurocognition and Emotion Unit, Instituto de Investigación en Informática de Albacete, 02071, Albacete, Spain.
- Departmento de Sistemas Informáticos, Universidad de Castilla-La Mancha, 02071, Albacete, Spain.
- CIBERSAM-ISCIII (Biomedical Research Networking Centre in Mental Health, Instituto de Salud Carlos III), 28016, Madrid, Spain.
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Ren Y, Wang Q, Liu H, Wang G, Lu A. Effects of immersive and non-immersive virtual reality-based rehabilitation training on cognition, motor function, and daily functioning in patients with mild cognitive impairment or dementia: A systematic review and meta-analysis. Clin Rehabil 2024; 38:305-321. [PMID: 38289618 DOI: 10.1177/02692155231213476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
OBJECTIVE To examine the effectiveness of virtual reality (VR)-based rehabilitation training in improving cognition, motor function, and daily functioning in patients with mild cognitive impairment and dementia. DATA SOURCES A systematic review of published literature was conducted using PubMed, Web of Science, Elsevier, Embase, Cochrane, CNKI, Networked Digital Library of Theses and Dissertations. METHODS The search period was from inception to 7 October 2023. Eligible studies were randomized controlled trials evaluating the efficacy of VR-based rehabilitation training in patients with mild cognitive impairment or dementia versus control subjects. Methodologic quality was assessed with the Cochrane risk of bias tool, and outcomes were calculated as the standard mean difference between participant groups with 95% confidence interval. RESULTS A total of 21 randomized controlled trials with 1138 patients were included. The meta-analysis showed that VR-based rehabilitation training had significant effects on Montreal Cognitive Assessment (SMD: 0.50; 95%CI: 0.05 to 0.95; P = 0.030), Trail-making test A (SMD: -0.38; 95%CI: -0.61 to -0.14; P = 0.002), and Berg Balance Scale scores (SMD: 0.79; 95%CI: 0.13 to 1.45; P = 0.020). A subgroup analysis revealed that the type of VR, and duration and frequency of interventions had statistically significant effects on cognition and motor function. CONCLUSION VR-based rehabilitation training is a beneficial nonpharmacologic approach for managing mild cognitive impairment or dementia. Immersive VR-based training had greater effects on cognition and motor function than non-immersive VR-based training, but non-immersive VR-based training was more convenient for patients with limitations imposed by their disease. Also, an intervention lasting 5-8 weeks and for >30 min at a frequency of ≥3 times/week achieved the best results. It indicated that a longer intervention cycle may not achieve the best intervention effect and training duration and schedule should be carefully considered when managing patients.
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Affiliation(s)
- Yuanyuan Ren
- Physical Education and Sport Science, Soochow University, Suzhou, Jiangsu Province, China
| | - Qingjie Wang
- Physical Education and Sport Science, Soochow University, Suzhou, Jiangsu Province, China
| | - Houyu Liu
- Physical Education and Sport Science, Soochow University, Suzhou, Jiangsu Province, China
| | - Guodong Wang
- Physical Education and Sport Science, Soochow University, Suzhou, Jiangsu Province, China
| | - Aming Lu
- Physical Education and Sport Science, Soochow University, Suzhou, Jiangsu Province, China
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Ramalho A, Duarte-Mendes P, Paulo R, Serrano J, Petrica J. Crossing the digital frontier: are older adults ready for virtual reality workouts? Front Public Health 2024; 12:1324004. [PMID: 38389949 PMCID: PMC10881650 DOI: 10.3389/fpubh.2024.1324004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 01/24/2024] [Indexed: 02/24/2024] Open
Abstract
In the dynamic web of our digital age, virtual reality (VR) is crystallizing as a promising medium for promoting physical activity in older adults, overcoming age-old barriers. This perspective article explores the intricate synergy between VR and physical activity in older adults and highlights the many challenges of aging within a virtual environment. While VR heralds the potential for multisensory interaction and cognitive enhancement, a thorough assessment of its impact is paramount. The reach of VR goes beyond immediate applications and permeates the emotional and psychological realms of the human journey. Such an exploration requires a comprehensive perspective that goes beyond a purely technical assessment. The aim of this article is not to present clear-cut solutions, but to encourage reflection on the diverse impact of VR on our aging population. We argue for a future in which technology complements, rather than eclipses, the depth of human experience.
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Affiliation(s)
- André Ramalho
- Sport, Health & Exercise Research Unit (SHERU), Polytechnic Institute of Castelo Branco, Castelo Branco, Portugal
- Sport Physical Activity and Health Research & INnovation CenTer, SPRINT, Santarém, Portugal
| | - Pedro Duarte-Mendes
- Sport, Health & Exercise Research Unit (SHERU), Polytechnic Institute of Castelo Branco, Castelo Branco, Portugal
- Sport Physical Activity and Health Research & INnovation CenTer, SPRINT, Santarém, Portugal
| | - Rui Paulo
- Sport, Health & Exercise Research Unit (SHERU), Polytechnic Institute of Castelo Branco, Castelo Branco, Portugal
- Sport Physical Activity and Health Research & INnovation CenTer, SPRINT, Santarém, Portugal
| | - João Serrano
- Sport, Health & Exercise Research Unit (SHERU), Polytechnic Institute of Castelo Branco, Castelo Branco, Portugal
- Sport Physical Activity and Health Research & INnovation CenTer, SPRINT, Santarém, Portugal
| | - João Petrica
- Sport, Health & Exercise Research Unit (SHERU), Polytechnic Institute of Castelo Branco, Castelo Branco, Portugal
- Sport Physical Activity and Health Research & INnovation CenTer, SPRINT, Santarém, Portugal
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18
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Jespersen AE, Lumbye A, Vinberg M, Glenthøj L, Nordentoft M, Wæhrens EE, Knudsen GM, Makransky G, Miskowiak KW. Effect of immersive virtual reality-based cognitive remediation in patients with mood or psychosis spectrum disorders: study protocol for a randomized, controlled, double-blinded trial. Trials 2024; 25:82. [PMID: 38268043 PMCID: PMC10809611 DOI: 10.1186/s13063-024-07910-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 01/03/2024] [Indexed: 01/26/2024] Open
Abstract
BACKGROUND Cognitive impairments are prevalent across mood disorders and psychosis spectrum disorders, but there is a lack of real-life-like cognitive training programmes. Fully immersive virtual reality has the potential to ensure motivating and engaging cognitive training directly relevant to patients' daily lives. We will examine the effect of a 4-week, intensive virtual reality-based cognitive remediation programme involving daily life challenges on cognition and daily life functioning in patients with mood disorders or psychosis spectrum disorders and explore the neuronal underpinnings of potential treatment efficacy. METHODS The trial has a randomized, controlled, double-blinded, parallel-group design. We will include 66 symptomatically stable outpatients with mood disorders or psychosis spectrum disorders aged 18-55 years with objective and subjective cognitive impairment. Assessments encompassing a virtual reality test of daily life cognitive skills, neuropsychological testing, measures of daily life functioning, symptom ratings, questionnaires on subjective cognitive complaints, and quality of life are carried out at baseline, after the end of 4 weeks of treatment and at a 3-month follow-up after treatment completion. Functional magnetic resonance imaging scans are performed at baseline and at the end of treatment. The primary outcome is a broad cognitive composite score comprising five subtasks on a novel ecologically valid virtual reality test of daily life cognitive functions. Two complete data sets for 54 patients will provide a power of 80% to detect a clinically relevant between-group difference in the primary outcome. Behavioural data will be analysed using linear mixed models in SPSS, while MRI data will be analysed with the FMRIB Expert Analysis Tool (FEAT). Treatment-related changes in neural activity from baseline to end of treatment will be investigated for the dorsal prefrontal cortex and hippocampus as the regions of interest. DISCUSSION The results will provide insight into whether virtual reality-based cognitive remediation has beneficial effects on cognition and functioning in symptomatically stable patients with mood disorders or psychosis spectrum disorders, which can aid future treatment development. TRIAL REGISTRATION ClinicalTrials.gov NCT06038955. Registered on September 15, 2023.
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Affiliation(s)
- Andreas E Jespersen
- Neurocognition and Emotion in Affective Disorders (NEAD) Centre, Psychiatric Centre Copenhagen, Frederiksberg Hospital, DK-2000, Copenhagen, Denmark
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | | | - Maj Vinberg
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Mental Health Services, The Early Multimodular Prevention and Intervention Research Institution (EMPIRI), Mental Health Centre, Northern Zealand, Copenhagen, Denmark
| | - Louise Glenthøj
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
- Copenhagen Research Centre for Mental Health-CORE, Mental Health Centre Copenhagen, Copenhagen University Hospital, Copenhagen, Denmark
| | - Merete Nordentoft
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Copenhagen Research Centre for Mental Health-CORE, Mental Health Centre Copenhagen, Copenhagen University Hospital, Copenhagen, Denmark
| | - Eva E Wæhrens
- The Parker Institute, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
- Occupational Science, User Perspectives and Community-Based Interventions, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Gitte M Knudsen
- Neurobiology Research Unit, University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Guido Makransky
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
- Virtual Learning Lab, Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Kamilla W Miskowiak
- Neurocognition and Emotion in Affective Disorders (NEAD) Centre, Psychiatric Centre Copenhagen, Frederiksberg Hospital, DK-2000, Copenhagen, Denmark.
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark.
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19
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Stasolla F, Di Gioia M. Combining reinforcement learning and virtual reality in mild neurocognitive impairment: a new usability assessment on patients and caregivers. Front Aging Neurosci 2023; 15:1189498. [PMID: 37293666 PMCID: PMC10244593 DOI: 10.3389/fnagi.2023.1189498] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Accepted: 04/26/2023] [Indexed: 06/10/2023] Open
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