Online Social Cognition Training in Schizophrenia: A Double-Blind, Randomized, Controlled Multi-Site Clinical Trial

Mor Nahum, Hyunkyu Lee, Melissa Fisher, Michael F Green, Christine I Hooker, Joseph Ventura, Joshua T Jordan, Annika Rose, Sarah-Jane Kim, Kristen M Haut, Michael M Merzenich, Sophia Vinogradov, Mor Nahum, Hyunkyu Lee, Melissa Fisher, Michael F Green, Christine I Hooker, Joseph Ventura, Joshua T Jordan, Annika Rose, Sarah-Jane Kim, Kristen M Haut, Michael M Merzenich, Sophia Vinogradov

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.

Keywords: SocialVille; TRuSST; computer-based; computerized; emotion; treatment.

© The Author(s) 2020. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. All rights reserved. For permissions, please email: journals.permissions@oup.com.

Figures

Fig. 1.
Fig. 1.
CONSORT diagram for the randomized controlled trial. CTRL = control group; SCV = SocialVille group.
Fig. 2.
Fig. 2.
Group differences in SC composite (left) and UPSA-2 (right) scores over time, in SocialVille (solid lines) and control (dashed lines) groups. Error bars denote standard error of mean.

References

    1. Augoustinos M, Walker I, Donaghue N.. Social Cognition: An Integrated Introduction, 2nd edition. London, UK: SAGE Publications Ltd; 2014.
    1. Fiske ST, Taylor SE.. Social Cognition: From Brains to Culture. Boston, MA: McGraw-Hill Higher Education; 2008.
    1. Brothers L. The social brain: a project for integrating primate behavior and neurophysiology in a new domain. Concepts Neurosci 1990;1:27–51.
    1. Adolphs R. Cognitive neuroscience of human social behaviour. Nat Rev Neurosci. 2003;4(3):165–178.
    1. Green MF, Horan WP, Lee J. Social cognition in schizophrenia. Nat Rev Neurosci. 2015;16(10):620–631.
    1. Kohler CG, Walker JB, Martin EA, Healey KM, Moberg PJ. Facial emotion perception in schizophrenia: a meta-analytic review. Schizophr Bull. 2010;36(5):1009–1019.
    1. Bora E, Yucel M, Pantelis C. Theory of mind impairment in schizophrenia: meta-analysis. Schizophr Res. 2009;109(1–3):1–9.
    1. Savla GN, Vella L, Armstrong CC, Penn DL, Twamley EW. Deficits in domains of social cognition in schizophrenia: a meta-analysis of the empirical evidence. Schizophr Bull. 2013;39(5):979–992.
    1. Bortolon C, Capdevielle D, Raffard S. Face recognition in schizophrenia disorder: a comprehensive review of behavioral, neuroimaging and neurophysiological studies. Neurosci Biobehav Rev. 2015;53:79–107.
    1. Harvey PO, Zaki J, Lee J, Ochsner K, Green MF. Neural substrates of empathic accuracy in people with schizophrenia. Schizophr Bull. 2013;39(3):617–628.
    1. Green MF, Nuechterlein KH. Should schizophrenia be treated as a neurocognitive disorder? Schizophr Bull. 1999;25(2):309–319.
    1. Albert N, Bertelsen M, Thorup A, et al. . Predictors of recovery from psychosis Analyses of clinical and social factors associated with recovery among patients with first-episode psychosis after 5 years. Schizophr Res. 2011;125(2–3):257–266.
    1. Couture SM, Penn DL, Roberts DL. The functional significance of social cognition in schizophrenia: a review. Schizophr Bull. 2006;32(suppl 1):S44–S63.
    1. Green MF. Impact of cognitive and social cognitive impairment on functional outcomes in patients with schizophrenia. J Clin Psychiatry. 2016;77(suppl 2):8–11.
    1. de Jong JJ, de Gelder B, Hodiamont PP. Sensory processing, neurocognition, and social cognition in schizophrenia: towards a cohesive cognitive model. Schizophr Res. 2013;146(1–3):209–216.
    1. Keefe RS, Bilder RM, Davis SM, et al. ; CATIE Investigators; Neurocognitive Working Group. Neurocognitive effects of antipsychotic medications in patients with chronic schizophrenia in the CATIE Trial. Arch Gen Psychiatry. 2007;64(6):633–647.
    1. Mueser KT, Doonan R, Penn DL, et al. . Emotion recognition and social competence in chronic schizophrenia. J Abnorm Psychol. 1996;105(2):271–275.
    1. Green MF. Stimulating the development of drug treatments to improve cognition in schizophrenia. Annu Rev Clin Psychol. 2007;3:159–180.
    1. Sacks S, Fisher M, Garrett C, et al. . Combining computerized social cognitive training with neuroplasticity-based auditory training in schizophrenia. Clin Schizophr Relat Psychoses. 2013;7(2):78–86A.
    1. Combs DR, Elerson K, Penn DL, et al. . Stability and generalization of Social Cognition and Interaction Training (SCIT) for schizophrenia: six-month follow-up results. Schizophr Res. 2009;112(1–3):196–197.
    1. Roberts DL, Penn DL. Social cognition and interaction training (SCIT) for outpatients with schizophrenia: a preliminary study. Psychiatry Res. 2009;166(2–3):141–147.
    1. Horan WP, Dolinsky M, Lee J, et al. . Social cognitive skills training for psychosis with community-based training exercises: a randomized controlled trial. Schizophr Bull. 2018;44(6):1254–1266.
    1. Choi KH, Kwon JH. Social cognition enhancement training for schizophrenia: a preliminary randomized controlled trial. Community Ment Health J. 2006;42(2):177–187.
    1. Kurtz MM, Richardson CL. Social cognitive training for schizophrenia: a meta-analytic investigation of controlled research. Schizophr Bull. 2012;38(5):1092–1104.
    1. Tan BL, Lee SA, Lee J. Social cognitive interventions for people with schizophrenia: a systematic review. Asian J Psychiatr. 2018;35:115–131.
    1. Grant N, Lawrence M, Preti A, Wykes T, Cella M. Social cognition interventions for people with schizophrenia: a systematic review focussing on methodological quality and intervention modality. Clin Psychol Rev. 2017;56:55–64.
    1. Horan WP, Green MF. Treatment of social cognition in schizophrenia: current status and future directions. Schizophr Res. 2019;203:3–11.
    1. Dodell-Feder D, Tully LM, Hooker CI. Social impairment in schizophrenia: new approaches for treating a persistent problem. Curr Opin Psychiatry. 2015;28(3):236–242.
    1. Frommann N, Streit M, Wölwer W. Remediation of facial affect recognition impairments in patients with schizophrenia: a new training program. Psychiatry Res. 2003;117(3):281–284.
    1. Wölwer W, Frommann N, Halfmann S, Piaszek A, Streit M, Gaebel W. Remediation of impairments in facial affect recognition in schizophrenia: efficacy and specificity of a new training program. Schizophr Res. 2005;80(2–3):295–303.
    1. Fisher M, Mellon SH, Wolkowitz O, Vinogradov S. Neuroscience-informed auditory training in schizophrenia: a final report of the effects on cognition and serum brain-derived neurotrophic factor. Schizophr Res Cogn. 2016;3:1–7.
    1. Nahum M, Lee H, Merzenich MM. Principles of neuroplasticity-based rehabilitation. Prog Brain Res. 2013;207:141–171.
    1. Nahum M, Fisher M, Loewy R, et al. . A novel, online social cognitive training program for young adults with schizophrenia: a pilot study. Schizophr Res Cogn. 2014;1(1):e11–e19.
    1. Hooker CI, Carol EE, Eisenstein TJ, et al. . A pilot study of cognitive training in clinical high risk for psychosis: initial evidence of cognitive benefit. Schizophr Res. 2014;157(1–3):314–316.
    1. Fisher M, Nahum M, Howard E, et al. . Supplementing intensive targeted computerized cognitive training with social cognitive exercises for people with schizophrenia: an interim report. Psychiatr Rehabil J. 2017;40(1):21–32.
    1. Haut KM, Dodell-Feder D, Guty E, Nahum M, Hooker CI. Change in objective measure of empathic accuracy following social cognitive training. Front Psychiatry. 2019;10:894.
    1. Rose A, Vinogradov S, Fisher M, et al. . Randomized controlled trial of computer-based treatment of social cognition in schizophrenia: the TRuSST trial protocol. BMC Psychiatry. 2015;15:142.
    1. First MB, Spitzer RL, Williams JBW. Structured Clinical Interview for DSM-IVTR Axis I Disorders, Research Version, Patient Edition. (SCID-I/P). New York: Biometrics Research, New York Psychiatric Institute; 2002.
    1. Holdnack J. WTAR: Wechsler Test of Adult Reading manual. San Antonio TX: Psychol. Corp.; 2001.
    1. Kay SR, Fiszbein A, Opler LA. The positive and negative syndrome scale (PANSS) for schizophrenia. Schizophr Bull. 1987;13(2):261–276.
    1. Posner K, Brown GK, Stanley B, et al. . The Columbia-Suicide Severity Rating Scale: initial validity and internal consistency findings from three multisite studies with adolescents and adults. Am J Psychiatry. 2011;168(12):1266–1277.
    1. Endo A, Nagatani F, Hamada C, Yoshimura I. Minimization method for balancing continuous prognostic variables between treatment and control groups using Kullback-Leibler divergence. Contemp Clin Trials. 2006;27(5):420–431.
    1. Gur RC, Ragland JD, Moberg PJ, et al. . Computerized neurocognitive scanning: I. Methodology and validation in healthy people. Neuropsychopharmacology. 2001;25(5):766–776.
    1. Russ J. Development of PROID, a computerized emotional prosody identification task. PennScience J. 2008;6:14–20.
    1. Mayer JD, Salovey P, Caruso DR, Sitarenios G. Measuring emotional intelligence with the MSCEIT V2.0. Emotion. 2003;3(1):97–105.
    1. Lee J, Zaki J, Harvey PO, Ochsner K, Green MF. Schizophrenia patients are impaired in empathic accuracy. Psychol Med. 2011;41(11):2297–2304.
    1. Patterson TL, Goldman S, McKibbin CL, Hughs T, Jeste DV. UCSD Performance-Based Skills Assessment: development of a new measure of everyday functioning for severely mentally ill adults. Schizophr Bull. 2001;27(2):235–245.
    1. Ruse SA, Harvey PD, Davis VG, Atkins AS, Fox KH, Keefe RS. Virtual reality functional capacity assessment in schizophrenia: preliminary data regarding feasibility and correlations with cognitive and functional capacity performance. Schizophr Res Cogn. 2014;1(1):e21–e26.
    1. Auther AM, Smith CW, Cornblatt BA.. Global Functioning:Social Scale (GF: Social). Glen Oaks, NY: Zucker Hillside Hospital; 2006.
    1. Niendam TA, Bearden CE, Johnson JK, Cannon TD.. GlobalFunctioning: Role Scale (GF: Role). Los Angeles, CA: University of California, Los Angeles; 2006.
    1. Birchwood M, Smith J, Cochrane R, Wetton S, Copestake S. The social functioning scale. The development and validation of a new scale of social adjustment for use in family intervention programmes with schizophrenic patients. Br J Psychiatry. 1990;157:853–859.
    1. Heinrichs DW, Hanlon TE, Carpenter WT Jr. The quality of life scale: an instrument for rating the schizophrenic deficit syndrome. Schizophr Bull. 1984;10(3):388–398.
    1. Schneider LC, Struening EL. SLOF: a behavioral rating scale for assessing the mentally ill. Soc Work Res Abstr. 1983;19(3):9–21.
    1. Germine LT, Hooker CI. Face emotion recognition is related to individual differences in psychosis-proneness. Psychol Med. 2011;41(5):937–947.
    1. McDonald S, Bornhofen C, Shum D, Long E, Saunders C, Neulinger K. Reliability and validity of The Awareness of Social Inference Test (TASIT): a clinical test of social perception. Disabil Rehabil. 2006;28(24):1529–1542.
    1. Stone VE, Baron-Cohen S, Knight RT. Frontal lobe contributions to theory of mind. J Cogn Neurosci. 1998;10(5):640–656.
    1. Gregory C, Lough S, Stone V, et al. . Theory of mind in patients with frontal variant frontotemporal dementia and Alzheimer’s disease: theoretical and practical implications. Brain. 2002;125(Pt 4):752–764.
    1. Vinogradov S, Willis-Shore J, Poole JH, Marten E, Ober BA, Shenaut GK. Clinical and neurocognitive aspects of source monitoring errors in schizophrenia. Am J Psychiatry. 1997;154(11):1530–1537.
    1. Combs DR, Penn DL, Wicher M, Waldheter E. The Ambiguous Intentions Hostility Questionnaire (AIHQ): a new measure for evaluating hostile social-cognitive biases in paranoia. Cogn Neuropsychiatry. 2007;12(2):128–143.
    1. Gard DE, Fisher M, Garrett C, Genevsky A, Vinogradov S. Motivation and its relationship to neurocognition, social cognition, and functional outcome in schizophrenia. Schizophr Res. 2009;115(1):74–81.
    1. Gard DE, Gard MG, Kring AM, John OP. Anticipatory and consummatory components of the experience of pleasure: a scale development study. Journal of Research in Personality 2006;40(6):1086–1102.
    1. Carver CS, White TL. Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: the BIS/BAS scales. J Pers Soc Psychol. 1994;67:319–333.
    1. Rubin DB. Using multivariate matched sampling and regression adjustment to control bias in observational studies. J Am Stat Assoc. 1979;74:318–328.
    1. Austin PC. An introduction to propensity score methods for reducing the effects of confounding in observational studies. Multivariate Behav Res. 2011;46(3):399–424.
    1. Hirano K, Imbens GW. Estimation of causal effects using propensity score weighting: an application to data on right heart catheterization. Health Services and Outcomes Research Methodology 2001;2:259–278.
    1. Hedeker D, Gibbons R. Application of random-effects pattern-mixture models for missing data in longitudinal studies. Psychol Methods. 1997;2:64–78.
    1. Biagianti B, Schlosser D, Nahum M, Woolley J, Vinogradov S. Creating Live Interactions to Mitigate Barriers (CLIMB): a mobile intervention to improve social functioning in people with chronic psychotic disorders. JMIR Ment Health. 2016;3(4):e52.
    1. Marsh P, Langdon R, McGuire J, Harris A, Polito V, Coltheart M. An open clinical trial assessing a novel training program for social cognitive impairment in schizophrenia. Australas Psychiatry. 2013;21(2):122–126.
    1. Wölwer W, Frommann N. Social-cognitive remediation in schizophrenia: generalization of effects of the Training of Affect Recognition (TAR). Schizophr Bull. 2011;37(suppl 2):S63–S70.
    1. Palumbo D, Mucci A, Piegari G, D’Alise V, Mazza A, Galderisi S. SoCIAL - training cognition in schizophrenia: a pilot study. Neuropsychiatr Dis Treat. 2017;13:1947–1956.
    1. Bechi M, Spangaro M, Bosia M, et al. . Theory of Mind intervention for outpatients with schizophrenia. Neuropsychol Rehabil. 2013;23(3):383–400.
    1. Gaudelus B, Virgile J, Geliot S, Franck N; GAÏA/RECOS Study Team Improving facial emotion recognition in schizophrenia: a controlled study comparing specific and attentional focused cognitive remediation. Front Psychiatry. 2016;7:105.
    1. Maroño Souto Y, Vázquez Campo M, Díaz Llenderrozas F, Rodríguez Álvarez M, Mateos R, García Caballero A. Randomized clinical trial with e-MotionalTraining® 1.0 for social cognition rehabilitation in schizophrenia. Front Psychiatry. 2018;9:40.
    1. Green CS, Bavelier D, Kramer AF, et al. . Improving methodological standards in behavioral interventions for cognitive enhancement. J Cognit Enhancement. 2019;3:2–29.
    1. Kurtz MM, Gagen E, Rocha NB, Machado S, Penn DL. Comprehensive treatments for social cognitive deficits in schizophrenia: a critical review and effect-size analysis of controlled studies. Clin Psychol Rev. 2016;43:80–89.
    1. Vázquez-Campo M, Maroño Y, Lahera G, Mateos R, García-Caballero A. e-Motional Training®: pilot study on a novel online training program on social cognition for patients with schizophrenia. Schizophr Res Cogn. 2016;4:10–17.
    1. Horan WP, Kern RS, Tripp C, et al. . Efficacy and specificity of social cognitive skills training for outpatients with psychotic disorders. J Psychiatr Res. 2011;45(8):1113–1122.
    1. Roberts DL, Combs DR, Willoughby M, et al. . A randomized, controlled trial of Social Cognition and Interaction Training (SCIT) for outpatients with schizophrenia spectrum disorders. Br J Clin Psychol. 2014;53(3):281–298.
    1. Bowie CR, McGurk SR, Mausbach B, Patterson TL, Harvey PD. Combined cognitive remediation and functional skills training for schizophrenia: effects on cognition, functional competence, and real-world behavior. Am J Psychiatry. 2012;169(7):710–718.
    1. Ventura J, Welikson T, Ered A, et al. . Virtual reality assessment of functional capacity in the early course of schizophrenia: associations with cognitive performance and daily functioning. Early Interv Psychiatry. 2020;14(1):106–114.
    1. Harvey PD, Khan A, Atkins A, Keefe RS. Virtual reality assessment of functional capacity in people with Schizophrenia: associations with reduced emotional experience and prediction of functional outcomes. Psychiatry Res. 2019;277:58–63.
    1. Keefe RSE, Davis VG, Atkins AS, et al. . Validation of a Computerized test of Functional Capacity. Schizophr Res. 2016;175(1–3):90–96.
    1. Bhagyavathi HD, Mehta UM, Thirthalli J, et al. . Cascading and combined effects of cognitive deficits and residual symptoms on functional outcome in schizophrenia - A path-analytical approach. Psychiatry Res. 2015;229(1–2):264–271.
    1. Ahissar M, Hochstein S. Attentional control of early perceptual learning. Proc Natl Acad Sci U S A. 1993;90(12):5718–5722.
    1. Bonet L, Izquierdo C, Escartí MJ, et al. . Use of mobile technologies in patients with psychosis: a systematic review. Rev Psiquiatr Salud Ment. 2017;10(3):168–178.
    1. Gay K, Torous J, Joseph A, Pandya A, Duckworth K. Digital technology use among individuals with schizophrenia: results of an online survey. JMIR Ment Health. 2016;3(2):e15.

Source: PubMed

3
Subskrybuj