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Woodruff E, Poltronieri BC, Sousa LPDA, de Oliveira YG, Reis MA, Scoriels L, Panizzutti R. Effects of bottom-up versus top-down digital cognitive training in older adults: A randomized controlled trial. Arch Gerontol Geriatr 2024; 127:105552. [PMID: 39002517 DOI: 10.1016/j.archger.2024.105552] [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: 01/23/2024] [Revised: 05/09/2024] [Accepted: 06/25/2024] [Indexed: 07/15/2024]
Abstract
INTRODUCTION Impairments in bottom-up perceptual processing have been associated to the age-related cognitive decline. Digital cognitive training focusing on bottom-up and/or top-down processes have been studied as a tool to remediate age-related cognitive decline. However, the most effective training type and order of application remain unclear. METHODS One hundred and fifteen older adults were randomly assigned to 40 h of bottom-up then top-down or top-down then bottom-up digital cognitive training or an active control group. We evaluated cognition at baseline, after 20 h and 40 h of training and at follow-up using a mixed-model analysis. RESULTS Global cognition improved, for the top-down group, after 20 h of training (p = 0.04; d = 0.7) and for all three groups after 40 h. The improvement in global cognition remained five months after the bottom-up/ top-down training (p = 0.009; d = 4.0). There were also improvements in the recall cognitive domain, after 20 h of training, for the bottom-up group and, after 40 h, for all three groups. Gains were observed in verbal fluency after 40 h of training for both therapeutic groups. Processing speed was significantly slower, after 20 h of training, for the control and bottom-up groups and, after 40 h, only for the control group. Emotion recognition improved, after 20 h, for the control group as compared to the therapeutic groups. CONCLUSIONS These results indicate that the bottom-up/top-down training has the most endurable effects, which reveals the importance of the order of application of the exercises for gains in cognition in older adults.
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Affiliation(s)
- Erica Woodruff
- Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Bruno Costa Poltronieri
- Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil; Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Luisa Pedrosa de Albuquerque Sousa
- Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Yasmin Guedes de Oliveira
- Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Marcos Alexandre Reis
- Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Linda Scoriels
- Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil; Université Paris Cité, LaPsyDE, CNRS, F-75005, Paris
| | - Rogério Panizzutti
- Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.
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Morales-Pillado C, Fernández-Castilla B, Sánchez-Gutiérrez T, González-Fraile E, Barbeito S, Calvo A. Efficacy of technology-based interventions in psychosis: a systematic review and network meta-analysis. Psychol Med 2023; 53:6304-6315. [PMID: 36472150 PMCID: PMC10520607 DOI: 10.1017/s0033291722003610] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 04/26/2022] [Accepted: 11/02/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Technology-based interventions (TBIs) are a useful approach when attempting to provide therapy to more patients with psychosis. METHODS Randomized controlled trials of outcomes of TBIs v. face-to-face interventions in psychosis were identified in a systematic search conducted in PubMed/Ovid MEDLINE. Data were extracted independently by two researchers, and standardized mean changes were pooled using a three-level model and network meta-analysis. RESULTS Fifty-eight studies were included. TBIs complementing treatment as usual (TAU) were generally superior to face-to-face interventions (g = 0.16, p ≤ 0.0001) and to specific outcomes, namely, neurocognition (g = 0.13, p ≤ 0.0001), functioning (g = 0.25, p = 0.006), and social cognition (g = 0.32, p ≤ 0.05). Based on the network meta-analysis, the effect of two TBIs differed significantly from zero; these were the TBIs cognitive training for the neurocognitive outcome [g = 0.16; 95% confidence interval (CI) 0.09-0.23] and cognitive behavioral therapy for quality of life (g = 1.27; 95% CI 0.46-2.08). The variables educational level, type of medication, frequency of the intervention, and contact during the intervention moderated the effectiveness of TBIs over face-to-face interventions in neurocognition and symptomatology. CONCLUSIONS TBIs are effective for the management of neurocognition, symptomatology, functioning, social cognition, and quality of life outcomes in patients with psychosis. The results of the network meta-analysis showed the efficacy of some TBIs for neurocognition, symptomatology, and quality of life. Therefore, TBIs should be considered a complement to TAU in patients with psychosis.
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Affiliation(s)
- Carla Morales-Pillado
- Department of Personality, Assessment and Clinical Psychology, School of Psychology, Universidad Complutense de Madrid, Madrid, Spain
- Faculty of Health Science, Universidad Internacional de La Rioja (UNIR), Madrid, Spain
| | - Belén Fernández-Castilla
- Department of Methodology of Behavioral and Health Sciences, Universidad Nacional de Educación a Distancia, Madrid, Spain
| | | | | | - Sara Barbeito
- Faculty of Health Science, Universidad Internacional de La Rioja (UNIR), Madrid, Spain
| | - Ana Calvo
- Department of Personality, Assessment and Clinical Psychology, School of Psychology, Universidad Complutense de Madrid, Madrid, Spain
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Crasta JE, Jacoby EC. The Effect of Attention on Auditory Processing in Adults on the Autism Spectrum. J Autism Dev Disord 2023:10.1007/s10803-023-06040-4. [PMID: 37349596 DOI: 10.1007/s10803-023-06040-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/01/2023] [Indexed: 06/24/2023]
Abstract
This study examined the effect of attention on auditory processing in autistic individuals. Electroencephalography data were recorded during two attention conditions (passive and active) from 24 autistic adults and 24 neurotypical controls, ages 17-30 years. The passive condition involved only listening to the clicks and the active condition involved a button press following single clicks in a modified paired-click paradigm. Participants completed the Adolescent/Adult Sensory Profile and the Social Responsiveness Scale 2. The autistic group showed delayed N1 latencies and reduced evoked and phase-locked gamma power compared to neurotypical peers across both clicks and conditions. Longer N1 latencies and reduced gamma synchronization predicted greater social and sensory symptoms. Directing attention to auditory stimuli may be associated with more typical neural auditory processing in autism.
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Affiliation(s)
- Jewel E Crasta
- Department of Occupational Therapy, Colorado State University, Fort Collins, CO, 80523, USA.
- Occupational Therapy, The Ohio State University, 453 W 10th Ave, Columbus, OH, 43210, USA.
| | - Erica C Jacoby
- Department of Occupational Therapy, Colorado State University, Fort Collins, CO, 80523, USA
- , Miamisburg, USA
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Hong J, Su Y, Wang J, Xu X, Qu W, Fan H, Tan Y, Wang Z, Zhao Y, Tan S. Association between video gaming time and cognitive functions: A cross-sectional study of Chinese children and adolescents. Asian J Psychiatr 2023; 84:103584. [PMID: 37075676 DOI: 10.1016/j.ajp.2023.103584] [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: 01/30/2023] [Revised: 03/26/2023] [Accepted: 04/07/2023] [Indexed: 04/21/2023]
Abstract
This study sought to explore relationships between video gaming time and cognitive functioning in children and adolescents to provide a scientific reference for a reasonable time range of game use. A total of 649 participants aged 6-18 years were recruited through an online survey using convenience sampling. We used a combination of multiple linear regression models, smoothing splines, piecewise linear regression models, and log-likelihood ratio tests to comprehensively analyze the linear and nonlinear relationships between video gaming time and cognitive functions. Neurocognitive functioning was assessed using the digit symbol test, spatial span back test, Stroop task, and Wisconsin card sorting test. Facial and voice emotion recognition tests were used to evaluate social cognitive functioning. Video gaming time had a saturation effect on improving correct answers to the digit symbol test, which means that performance did not increase with increasing video gaming time when the video gaming duration reached 20 h/week (adjusted β = -0.58; 95% CI: -1.22, 0.05). Furthermore, both the relationship between video gaming time and the Wisconsin Card Sorting Test and the facial emotion recognition score showed a threshold effect. The completed categories of the Wisconsin Card Sorting Test began to decline after 17 h/week of playtime, and a decline in facial emotion recognition occurred after playing video games for over 20 h/week. These results suggest that children and adolescents should restrict their video gaming time to within a certain range, which could help reduce the negative effects of video games and retain their positive effects.
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Affiliation(s)
- Jiangyue Hong
- Psychiatry Research Center, Beijing Huilongguan Hospital, Peking University Huilonguan Clinical Medical School, Beijing, China
| | - Yi Su
- Psychiatry Research Center, Beijing Huilongguan Hospital, Peking University Huilonguan Clinical Medical School, Beijing, China
| | - Jinghan Wang
- Psychiatry Research Center, Beijing Huilongguan Hospital, Peking University Huilonguan Clinical Medical School, Beijing, China
| | - Xuejing Xu
- Temple University, Philadelphia, Pennsylvania, 19122, USA
| | - Wei Qu
- Psychiatry Research Center, Beijing Huilongguan Hospital, Peking University Huilonguan Clinical Medical School, Beijing, China
| | - Hongzhen Fan
- Psychiatry Research Center, Beijing Huilongguan Hospital, Peking University Huilonguan Clinical Medical School, Beijing, China
| | - Yunlong Tan
- Psychiatry Research Center, Beijing Huilongguan Hospital, Peking University Huilonguan Clinical Medical School, Beijing, China
| | - Zhiren Wang
- Psychiatry Research Center, Beijing Huilongguan Hospital, Peking University Huilonguan Clinical Medical School, Beijing, China
| | - Yanli Zhao
- Psychiatry Research Center, Beijing Huilongguan Hospital, Peking University Huilonguan Clinical Medical School, Beijing, China
| | - Shuping Tan
- Psychiatry Research Center, Beijing Huilongguan Hospital, Peking University Huilonguan Clinical Medical School, Beijing, China.
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Mororó LG, Guimarães AL, Costa AC, Genaro L, Cavalcanti MT, Scoriels L, Panizzutti R. Association between motivation and engagement with changes in cognition and symptoms after digital cognitive training in schizophrenia. Schizophr Res 2023; 251:1-9. [PMID: 36527953 DOI: 10.1016/j.schres.2022.12.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 09/14/2022] [Accepted: 12/01/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND Digital cognitive training can remediate cognitive deficits present in schizophrenia. However, limited motivation and engagement may impact adherence to training. Therefore, identifying factors that may enhance (facilitators) or decrease (barriers) engagement in digital cognitive training and possibly modulate its effects are of great clinical relevance. METHODS We measured cognition, symptom severity, motivation (semi-structured interview), and engagement (adapted Utrecht Work Engagement Scale - UWES) of 27 patients with schizophrenia after a 40-h digital cognitive training. The interview transcript quotes were coded and categorized into facilitators and barriers. Thereafter, we tested the association of motivation and engagement with changes in cognition and symptoms after training. RESULTS The facilitator 'good performance' and the barrier 'difficult exercise' were associated with larger gains in attention (p = 0.03) and reasoning and problem solving (p = 0.02), respectively. 'Poor performance' was associated with smaller gains in global cognition (p < 0.01), attention (p = 0.03), and working memory (p = 0.02). The facilitator 'welcoming setting' was associated with larger reductions in the negative (p = 0.01) and total (p = 0.01) symptoms measured by the Positive and Negative Syndrome Scale. The UWES engagement scale was associated with different facilitators and barriers that emerged from the interview, an indication of consistency among both qualitative and quantitative assessments. DISCUSSION Using a mixed quantitative and qualitative research design, we showed associations between motivation and engagement and the response to digital cognitive training in schizophrenia. Facilitators and barriers were associated with engagement, gains in cognition, and reduced symptoms after the intervention, providing insights on how to increase engagement in the digital cognitive training delivered to subjects with schizophrenia.
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Affiliation(s)
- Luana G Mororó
- Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Anna Luiza Guimarães
- Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Ana Carolina Costa
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Larissa Genaro
- Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Maria T Cavalcanti
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Linda Scoriels
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil; Université Paris Cité, Institut de Psychiatrie et Neurosciences de Paris, Inserm 1266, Paris, France
| | - Rogerio Panizzutti
- Instituto de Ciências Biomédicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil.
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Jiang Y, Patton MH, Zakharenko SS. A Case for Thalamic Mechanisms of Schizophrenia: Perspective From Modeling 22q11.2 Deletion Syndrome. Front Neural Circuits 2021; 15:769969. [PMID: 34955759 PMCID: PMC8693383 DOI: 10.3389/fncir.2021.769969] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 11/10/2021] [Indexed: 12/12/2022] Open
Abstract
Schizophrenia is a severe, chronic psychiatric disorder that devastates the lives of millions of people worldwide. The disease is characterized by a constellation of symptoms, ranging from cognitive deficits, to social withdrawal, to hallucinations. Despite decades of research, our understanding of the neurobiology of the disease, specifically the neural circuits underlying schizophrenia symptoms, is still in the early stages. Consequently, the development of therapies continues to be stagnant, and overall prognosis is poor. The main obstacle to improving the treatment of schizophrenia is its multicausal, polygenic etiology, which is difficult to model. Clinical observations and the emergence of preclinical models of rare but well-defined genomic lesions that confer substantial risk of schizophrenia (e.g., 22q11.2 microdeletion) have highlighted the role of the thalamus in the disease. Here we review the literature on the molecular, cellular, and circuitry findings in schizophrenia and discuss the leading theories in the field, which point to abnormalities within the thalamus as potential pathogenic mechanisms of schizophrenia. We posit that synaptic dysfunction and oscillatory abnormalities in neural circuits involving projections from and within the thalamus, with a focus on the thalamocortical circuits, may underlie the psychotic (and possibly other) symptoms of schizophrenia.
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Affiliation(s)
| | | | - Stanislav S. Zakharenko
- Division of Neural Circuits and Behavior, Department of Developmental Neurobiology, St. Jude Children’s Research Hospital, Memphis, TN, United States
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Şahin D, Hever F, Bossert M, Herwig K, Aschenbrenner S, Weisbrod M, Sharma A. Early and middle latency auditory event-related potentials do not explain differences in neuropsychological performance between schizophrenia spectrum patients and matched healthy controls. Psychiatry Res 2021; 304:114162. [PMID: 34380086 DOI: 10.1016/j.psychres.2021.114162] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 05/19/2021] [Accepted: 08/02/2021] [Indexed: 01/05/2023]
Abstract
Abnormalities of early and middle latency auditory event-related potentials (ERPs) are widespread in schizophrenia and have been suggested to be associated with cognitive deficits in schizophrenia patients. In this cross-sectional study with schizophrenia patients (n=30) and psychiatrically healthy counterparts (n=31) (matched for age, sex, education), we investigated whether auditory information processing (measured via amplitudes and gating of the auditory ERPs P50, N100 and P200) correlates with neuropsychological performance across cognitive domains. The groups differed significantly in amplitudes and gating of N100 and P200 potentials as well as in neuropsychological performance, but not in P50 amplitude and gating. Neither amplitudes nor gating of auditory ERPs correlated with neuropsychological performance. Neuropsychological intergroup differences could not be explained by abnormalities in auditory information processing. Although pronounced impairments exist on the levels of both auditory information processing and cognitive performance in schizophrenia, these abnormalities are not directly associated with each other.
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Affiliation(s)
- Derya Şahin
- Research Group Neurocognition, Department of General Psychiatry, Centre for Psychosocial Medicine, Heidelberg University, Heidelberg, Germany; Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany.
| | - Felix Hever
- Research Group Neurocognition, Department of General Psychiatry, Centre for Psychosocial Medicine, Heidelberg University, Heidelberg, Germany
| | - Magdalena Bossert
- Department of Psychiatry and Psychotherapy, SRH Hospital Karlsbad-Langensteinbach, Germany
| | - Kerstin Herwig
- Research Group Neurocognition, Department of General Psychiatry, Centre for Psychosocial Medicine, Heidelberg University, Heidelberg, Germany
| | - Steffen Aschenbrenner
- Department of Psychiatry and Psychotherapy, SRH Hospital Karlsbad-Langensteinbach, Germany
| | - Matthias Weisbrod
- Research Group Neurocognition, Department of General Psychiatry, Centre for Psychosocial Medicine, Heidelberg University, Heidelberg, Germany; Department of Psychiatry and Psychotherapy, SRH Hospital Karlsbad-Langensteinbach, Germany
| | - Anuradha Sharma
- Research Group Neurocognition, Department of General Psychiatry, Centre for Psychosocial Medicine, Heidelberg University, Heidelberg, Germany
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Popov T, Rockstroh B, Miller GA. Oscillatory connectivity as a mechanism of auditory sensory gating and its disruption in schizophrenia. Psychophysiology 2021; 59:e13770. [PMID: 33491212 DOI: 10.1111/psyp.13770] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 12/22/2020] [Accepted: 12/30/2020] [Indexed: 01/26/2023]
Abstract
Although innumerable studies using an auditory sensory gating paradigm have confirmed that individuals with schizophrenia (SZ) show less reduction in brain response to the second in a pair of clicks, this large literature has not yielded consensus on the circuit(s) responsible for gating nor for the gating difference in SZ. Clinically stable adult inpatients (N = 157) and matched community participants (N = 90) participated in a standard auditory sensory gating protocol. Responses to paired clicks were quantified as peak-to-peak amplitude from a response at approximately 50 ms to a response at approximately 100 ms in MEG-derived source waveforms. For bilateral sources in each of four regions near Heschl's gyrus, the gating ratio was computed as the response to the second stimulus divided by the response to the first stimulus. Spectrally resolved Granger causality quantified effective connectivity among regions manifested in alpha-band oscillatory coupling before and during stimulation. Poorer sensory gating localized to A1 in SZ than in controls confirmed previous results, here found in adjacent brain regions as well. Spontaneous, stimulus-independent effective connectivity within the hemisphere from angular gyrus to portions of the superior temporal gyrus was lower in SZ and correlated with gating ratio. Significant involvement of frontal and subcortical brain regions previously proposed as contributing to the auditory gating abnormality was not found. Findings point to endogenous connectivity evident in a sequence of activity from angular gyrus to portions of superior temporal gyrus as a mechanism contributing to normal and abnormal gating in SZ and potentially to sensory and cognitive symptoms.
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Affiliation(s)
- Tzvetan Popov
- Methods of Plasticity Research Laboratory, Department of Psychology, University of Zurich, Zurich, Switzerland
| | | | - Gregory A Miller
- Department of Psychology, UCLA, Los Angeles, CA, USA.,Department of Psychiatry and Biobehavioral Sciences, UCLA, Los Angeles, CA, USA
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Abstract
It is now well documented that schizophrenia is associated with impairments in visual processing at all levels of vision, and that these disturbances are related to deficits in multiple higher-level cognitive and social cognitive functions. Visual remediation methods have been slow to appear in the literature as a potential treatment strategy to target these impairments, however, in contrast to interventions that aim to improve auditory and higher cognitive functions in schizophrenia. In this report, we describe a National Institute of Mental Health (NIMH)-funded R61/R33 grant that uses a phased approach to optimize and evaluate a novel visual remediation intervention for people with schizophrenia. The goals of this project are: (1) in the R61 phase, to establish the optimal components and dose (number of sessions) of a visual remediation intervention from among two specific visual training strategies (and their combination) for improving low and mid-level visual functions in schizophrenia; and (2) in the R33 phase, to determine the extent to which the optimal intervention improves not only visual processing but also higher-level cognitive and role functions. Here we present the scientific background for and innovation of the study, along with our methods, hypotheses, and preliminary data. The results of this study will help determine the utility of this novel intervention approach for targeting visual perceptual, cognitive, and functional impairments in schizophrenia.
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Scoriels L, Genaro LT, Mororó LG, Keffer S, Guimarães ALD, Ribeiro PV, Tannos FM, Novaes C, França AI, Goldenstein N, Sahakian BJ, Cavalcanti MT, Fisher M, Vinogradov S, Panizzutti R. Auditory versus visual neuroscience-informed cognitive training in schizophrenia: Effects on cognition, symptoms and quality of life. Schizophr Res 2020; 222:319-326. [PMID: 32448677 PMCID: PMC9703880 DOI: 10.1016/j.schres.2020.05.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 05/01/2020] [Accepted: 05/06/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Cognitive impairments are related to deficits in primary auditory and visual sensory processes in schizophrenia. These impairments can be remediated by neuroscience-informed computerized cognitive trainings that target auditory and visual processes. However, it is not clear which modality results in greater improvements in cognition, symptoms and quality of life. We aimed to investigate the impact of training auditory versus visual cognitive processes in global cognition in patients with schizophrenia. METHODS Seventy-nine schizophrenia participants were randomly assigned to either 40 h of auditory or visual computerized training. Auditory and visual exercises were chosen to be dynamically equivalent and difficulties increased progressively during the training. We evaluated cognition, symptoms and quality of life before, after 20 h, and after 40 h of training. ClinicalTrials.gov (1R03TW009002-01). RESULTS Participants who received the visual training showed significant improvements in global cognition compared to the auditory training group. The visual training significantly improved attention and reasoning and problem-solving, while the auditory training improved reasoning and problem-solving only. Schizophrenia symptoms improved after training in both groups, whereas quality of life remained unchanged. Interestingly, there was a significant and positive correlation between improvements in attention and symptoms in the visual training group. CONCLUSIONS We conclude that the visual training and the auditory training are differentially efficient at remediating cognitive deficits and symptoms of clinically stable schizophrenia patients. Ongoing follow-up of participants will evaluate the durability of training effects on cognition and symptoms, as well as the potential impact on quality of life over time.
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Affiliation(s)
- Linda Scoriels
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil,Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil,Department of Psychiatry, University of Cambridge, United Kingdom
| | - Larissa T. Genaro
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil,Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Luana G.C. Mororó
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil,Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Stella Keffer
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil,Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Anna Luiza D.V. Guimarães
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil,Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Paulo V.S. Ribeiro
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil,Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Filippe M. Tannos
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil,Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Caroline Novaes
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil,Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Aniela I. França
- Faculdade de Letras, Universidade Federal do Rio de Janeiro, Brazil
| | - Nelson Goldenstein
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | | | | | - Melissa Fisher
- Department of Psychiatry, University of Minnesota, United States
| | | | - Rogerio Panizzutti
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil.
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Douglas KM, Milanovic M, Porter RJ, Bowie CR. Clinical and methodological considerations for psychological treatment of cognitive impairment in major depressive disorder. BJPsych Open 2020; 6:e67. [PMID: 32594951 PMCID: PMC7345587 DOI: 10.1192/bjo.2020.53] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Cognitive impairment is considered a core feature of major depressive disorder (MDD) and research into psychological treatments aiming to address cognitive impairment are gaining momentum. Compared with the well-established research base of cognitive treatment trials in schizophrenia, including meta-analyses, mood disorder research is much more preliminary. AIMS To focus on identifying the important factors to consider in developing larger-scale psychological treatment trials targeting cognitive impairment in mood disorders. Trial design recommendations have been published for cognitive treatment trials in bipolar disorder. METHOD An in-depth discussion of methodological considerations in the development of cognitive treatment trials for MDD. RESULTS Methodological considerations include: screening for, and defining, cognitive impairment; mood state when cognitive intervention begins; medication monitoring during cognitive interventions; use of concomitant therapy; level of therapist involvement; duration and dose of treatment; choice of specific cognitive training exercises; home practice; improving adherence; appropriate comparison therapies in clinical trials; and choice of primary outcomes. CONCLUSIONS As well as guidance for clinical trial development, this review may be helpful for clinicians wanting to provide cognitive interventions for individuals with MDD.
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Affiliation(s)
- Katie M Douglas
- Department of Psychological Medicine, University of Otago, New Zealand
| | | | - Richard J Porter
- Department of Psychological Medicine, University of Otago; and Specialist Mental Health Services, Canterbury District Health Board, Christchurch, New Zealand
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Biagianti B, Fisher M, Loewy R, Brandrett B, Ordorica C, LaCross K, Schermitzler B, McDonald M, Ramsay I, Vinogradov S. Specificity and Durability of Changes in Auditory Processing Efficiency After Targeted Cognitive Training in Individuals With Recent-Onset Psychosis. Front Psychiatry 2020; 11:857. [PMID: 33005156 PMCID: PMC7484996 DOI: 10.3389/fpsyt.2020.00857] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 08/06/2020] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND We previously demonstrated that the high heterogeneity of response to computerized Auditory Training (AT) in psychosis can be ascribed to individual differences in sensory processing efficiency and neural plasticity. In particular, we showed that Auditory Processing Speed (APS) serves as a behavioral measure of target engagement, with faster speed predicting greater transfer effects to untrained cognitive domains. Here, we investigate whether the ability of APS to function as a proxy for target engagement is unique to AT, or if it applies to other training interventions, such as Executive Functioning Training (EFT). Additionally, we examine whether changes in APS are durable after these two forms of training. METHODS One hundred and twenty-five participants with Recent Onset Psychosis (ROP) were randomized to AT (n = 66) and EFT (n = 59), respectively. APS was captured at baseline, after treatment, and at 6-month follow-up. Mixed models repeated measures analysis with restricted maximum likelihood was used to examine whether training condition differentiated APS trajectories. Within-group correlational analyses were used to study the relationship between APS and performance improvements in each of the training exercises. RESULTS The two groups were matched for age, gender, education, and baseline APS. Participants showed high inter-individual variability in APS at each time point. The mixed model showed a significant effect of time (F = 5.99, p = .003) but not a significant group-by-time effect (F = .73, p = .48). This was driven by significant APS improvements AT patients after treatment (d = .75) that were maintained after 6 months (d = .63). Conversely, in EFT patients, APS improvements did not reach statistical significance after treatment (p = .33) or after 6 months (p = .24). In AT patients, baseline APS (but not APS change) highly predicted peak performance for each training exercise (all r's >.42). CONCLUSIONS Participant-specific speed in processing basic auditory stimuli greatly varies in ROP, and strongly influences the magnitude of response to auditory but not executive functioning training. Importantly, enhanced auditory processing efficiency persists 6 months after AT, suggesting the durability of neuroplasticity processes induced by this form of training. Future studies should aim to identify markers of target engagement and durability for cognitive training interventions that target sensory modalities beyond the auditory domain.
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Affiliation(s)
- Bruno Biagianti
- Department of R&D, Posit Science Corporation, San Francisco, CA, United States.,Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Melissa Fisher
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Rachel Loewy
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
| | | | - Catalina Ordorica
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
| | - Kristin LaCross
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
| | - Brandon Schermitzler
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Michelle McDonald
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Ian Ramsay
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Sophia Vinogradov
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
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Dale CL, Brown EG, Herman AB, Hinkley LBN, Subramaniam K, Fisher M, Vinogradov S, Nagarajan SS. Intervention-specific patterns of cortical function plasticity during auditory encoding in people with schizophrenia. Schizophr Res 2020; 215:241-249. [PMID: 31648842 PMCID: PMC7035971 DOI: 10.1016/j.schres.2019.10.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 08/06/2019] [Accepted: 10/03/2019] [Indexed: 01/07/2023]
Abstract
Schizophrenia is a neurocognitive illness characterized by behavioral and neural impairments in both early auditory processing and higher order verbal working memory. Previously we have shown intervention-specific cognitive performance improvements with computerized, targeted training of auditory processing (AT) when compared to a computer games (CG) control intervention that emphasized visual processing. To investigate spatiotemporal changes in patterns of neural activity specific to the AT intervention, the current study used magnetoencephalography (MEG) imaging to derive induced high gamma band oscillations (HGO) during auditory encoding, before and after 50 h (∼10 weeks) of exposure to either the AT or CG intervention. During stimulus encoding, AT intervention-specific changes in high gamma activity occurred in left middle frontal and left middle-superior temporal cortices. In contrast, CG intervention-specific changes were observed in right medial frontal and supramarginal gyri during stimulus encoding, and in bilateral temporal cortices during response preparation. These data reveal that, in schizophrenia, intensive exposure to either training of auditory processing or exposure to visuospatial activities produces significant but complementary patterns of cortical function plasticity within a distributed fronto-temporal network. These results underscore the importance of delineating the specific neuroplastic effects of targeted behavioral interventions to ensure desired neurophysiological changes and avoid unintended consequences on neural system functioning.
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Affiliation(s)
- Corby L Dale
- Department of Radiology and Biomedical Imaging, University of California San Francisco, United States; San Francisco Veterans' Affairs Medical Center, United States.
| | - Ethan G Brown
- Weill Cornell Medical College, New York, United States
| | - Alexander B Herman
- Department of Radiology and Biomedical Imaging, University of California San Francisco, United States; UCB-UCSF Graduate Program in Bioengineering, University of California, Berkeley, United States; Medical Science Training Program, University of California, San Francisco, United States
| | - Leighton B N Hinkley
- Department of Radiology and Biomedical Imaging, University of California San Francisco, United States
| | - Karuna Subramaniam
- Department of Radiology and Biomedical Imaging, University of California San Francisco, United States
| | - Melissa Fisher
- San Francisco Veterans' Affairs Medical Center, United States; Department of Psychiatry, University of California, San Francisco, United States
| | - Sophia Vinogradov
- San Francisco Veterans' Affairs Medical Center, United States; Department of Psychiatry, University of California, San Francisco, United States
| | - Srikantan S Nagarajan
- Department of Radiology and Biomedical Imaging, University of California San Francisco, United States; UCB-UCSF Graduate Program in Bioengineering, University of California, Berkeley, United States
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14
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Ramsay IS, Schallmo MP, Biagianti B, Fisher M, Vinogradov S, Sponheim SR. Deficits in Auditory and Visual Sensory Discrimination Reflect a Genetic Liability for Psychosis and Predict Disruptions in Global Cognitive Functioning. Front Psychiatry 2020; 11:638. [PMID: 32733293 PMCID: PMC7358403 DOI: 10.3389/fpsyt.2020.00638] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 06/19/2020] [Indexed: 11/29/2022] Open
Abstract
Sensory discrimination thresholds (i.e., the briefest stimulus that can be accurately perceived) can be measured using tablet-based auditory and visual sweep paradigms. These basic sensory functions have been found to be diminished in patients with psychosis. However, the extent to which worse sensory discrimination characterizes genetic liability for psychosis, and whether it is related to clinical symptomatology and community functioning remains unknown. In the current study we compared patients with psychosis (PSY; N=76), their first-degree biological relatives (REL; N=44), and groups of healthy controls (CON; N=13 auditory and visual/N=275 auditory/N=267 visual) on measures of auditory and visual sensory discrimination, and examined relationships with a battery of symptom, cognitive, and functioning measures. Sound sweep thresholds differed among the PSY, REL, and CON groups, driven by higher thresholds in the PSY compared to CON group, with the REL group showing intermediate thresholds. Visual thresholds also differed among the three groups, driven by higher thresholds in the REL versus CON group, and no significant differences between the REL and PSY groups. Across groups and among patients, higher thresholds (poorer discrimination) for both sound and visual sweeps strongly correlated with lower global cognitive scores. We conclude that low-level auditory and visual sensory discrimination deficits in psychosis may reflect genetic liability for psychotic illness. Critically, these deficits relate to global cognitive disruptions that are a hallmark of psychotic illnesses such as schizophrenia.
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Affiliation(s)
- Ian S Ramsay
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Michael-Paul Schallmo
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Bruno Biagianti
- Department of R&D, Posit Science Corporation, San Francisco, CA, United States
| | - Melissa Fisher
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Sophia Vinogradov
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Scott R Sponheim
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States.,Minneapolis Veterans Affairs Medical Center, Minneapolis, MN, United States
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15
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Niemantsverdriet MBA, Slotema CW, van der Veen FM, van der Gaag M, Sommer IEC, Deen M, Franken IHA. Sensory processing deficiencies in patients with borderline personality disorder who experience auditory verbal hallucinations. Psychiatry Res 2019; 281:112545. [PMID: 31536946 DOI: 10.1016/j.psychres.2019.112545] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 08/29/2019] [Accepted: 08/29/2019] [Indexed: 11/25/2022]
Abstract
Auditory verbal hallucinations (AVH) are common in patients with borderline personality disorder (BPD). We examined two candidate mechanisms of AVH in patients with BPD, suggested to underlie sensory processing systems that contribute to psychotic symptoms in patients with schizophrenia; sensory gating (P50 ratio and P50 difference) and change detection (mismatch negativity; MMN). Via electroencephalographic recordings P50 amplitude, P50 ratio, P50 difference and MMN amplitude were compared between 23 borderline patients with and 25 without AVH, and 26 healthy controls. Borderline patients with AVH had a significantly lower P50 difference compared with healthy controls, whereas no difference was found between borderline patients without AVH and healthy controls. The groups did not differ on MMN amplitude. The impaired sensory gating in patients with borderline personality disorder who experience AVH implies that P50 sensory gating deficiencies may underlie psychotic vulnerability in this specific patient group. Patients with borderline personality disorder with or without AVH did not have problems with auditory change detection. This may explain why they are spared from the poor outcome associated with negative symptoms and symptoms of disorganization in patients with chronic schizophrenia.
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Affiliation(s)
- Maria B A Niemantsverdriet
- Department of Personality Disorders, Parnassia Psychiatric Institute, Lijnbaan 4, The Hague, VA, 2512, the Netherlands.
| | - Christina W Slotema
- Department of Personality Disorders, Parnassia Psychiatric Institute, Lijnbaan 4, The Hague, VA, 2512, the Netherlands
| | - Frederik M van der Veen
- Institute of Psychology, Erasmus University Rotterdam, Mandeville Building, Rotterdam, DR, 1738, 3000, the Netherlands
| | - Mark van der Gaag
- Department of Clinical Psychology and Amsterdam Public Health Research Institute, VU University, Van der Boechorststraat 7, Amsterdam, BT, 1081, the Netherlands
| | - Iris E C Sommer
- Department of Neuroscience, University Medical Center Groningen, Antonius Deusinglaan 1, Groningen, AD, 9700, the Netherlands
| | - Mathijs Deen
- Department of Personality Disorders, Parnassia Psychiatric Institute, Lijnbaan 4, The Hague, VA, 2512, the Netherlands
| | - Ingmar H A Franken
- Institute of Psychology, Erasmus University Rotterdam, Mandeville Building, Rotterdam, DR, 1738, 3000, the Netherlands
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16
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Davidson CA, Willner CJ, van Noordt SJR, Banz BC, Wu J, Kenney JG, Johannesen JK, Crowley MJ. One-Month Stability of Cyberball Post-Exclusion Ostracism Distress in Adolescents. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2019; 41:400-408. [PMID: 32042218 PMCID: PMC7010318 DOI: 10.1007/s10862-019-09723-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
We examined one-month reliability, internal consistency, and validity of ostracism distress (Need Threat Scale) to simulated social exclusion during Cyberball. Thirty adolescents (13-18 yrs.) completed the Cyberball task, ostracism distress ratings, and measures of related clinical symptoms, repeated over one month. Need Threat Scale ratings of ostracism distress showed adequate test-retest reliability and internal consistency at both occasions. Construct validity was demonstrated via relationships with closely related constructs of anxiety, anxiety sensitivity, and emotion dysregulation, and weaker associations with more distal constructs of state paranoia and subclinical psychosis-like experiences. While ratings of ostracism distress and anxiety were significantly attenuated at retest, most participants continued to experience post-Cyberball ostracism distress at one-month follow-up, which indicates that the social exclusion induction of Cyberball persisted despite participants' familiarity with the paradigm. Overall, results suggest that the primary construct of ostracism distress is preserved over repeated administration of Cyberball, with reliability sufficient for usage in longitudinal research. These findings have important implications for translating this laboratory simulation of social distress into developmental and clinical intervention studies.
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Affiliation(s)
- Charlie A. Davidson
- Department of Clinical Psychology, Mercer University College of Health Professions, 2930 Flowers Rd. S., Rm. 466, Atlanta, GA 30341, USA
| | - Cynthia J. Willner
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | | | - Barbara C. Banz
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Jia Wu
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Joshua G. Kenney
- Psychology Service, VA Connecticut Healthcare System, 116-B, 950 Campbell Ave, West Haven, CT 06516, USA
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Jason K. Johannesen
- Psychology Service, VA Connecticut Healthcare System, 116-B, 950 Campbell Ave, West Haven, CT 06516, USA
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Michael J. Crowley
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, USA
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17
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Reser MP, Slikboer R, Rossell SL. A systematic review of factors that influence the efficacy of cognitive remediation therapy in schizophrenia. Aust N Z J Psychiatry 2019; 53:624-641. [PMID: 31177813 DOI: 10.1177/0004867419853348] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Cognitive remediation therapy is a moderately effective intervention for ameliorating cognitive deficits in individuals with schizophrenia-related disorders. With reports of considerable variability in individual response to cognitive remediation therapy, we need to better understand factors that influence cognitive remediation therapy efficacy to realise its potential. A systematic review was conducted to identify and evaluate predictors of cognitive outcome. METHODS An electronic database search was conducted identifying peer-reviewed articles examining predictors of cognitive response to cognitive remediation therapy. RESULTS A total of 40 articles accounting for 1681 cognitive remediation therapy participants were included; 81 distinct predictors of cognitive response were identified. Data synthesis and discussion focused on 20 predictors examined a minimum three times in different studies. Few of the examined predictors of cognitive outcome following cognitive remediation therapy were significant when examined through systematic review. A strong trend was found for baseline cognition, with reasoning and problem solving and working memory being strongly predictive of within-domain improvement. Training task progress was the most notable cross-domain predictor of cognitive outcome. CONCLUSION It remains unclear why a large proportion of participants fail to realise cognitive benefit from cognitive remediation therapy. However, when considering only those variables where a majority of articles reported a statistically significant association with cognitive response to cognitive remediation therapy, three stand out: premorbid IQ, baseline cognition and training task progress. Each of these relates in some way to an individual's capacity or potential for change. There is a need to consolidate investigation of potential predictors of response to cognitive remediation therapy, strengthening the evidence base through replication and collaboration.
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Affiliation(s)
- Maree P Reser
- 1 Centre for Mental Health, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Reneta Slikboer
- 1 Centre for Mental Health, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Susan L Rossell
- 1 Centre for Mental Health, Swinburne University of Technology, Hawthorn, VIC, Australia.,2 Psychiatry, St Vincent's Hospital Melbourne, Melbourne, VIC, Australia
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18
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Golubic SJ, Jurasic MJ, Susac A, Huonker R, Gotz T, Haueisen J. Attention modulates topology and dynamics of auditory sensory gating. Hum Brain Mapp 2019; 40:2981-2994. [PMID: 30882981 PMCID: PMC6865797 DOI: 10.1002/hbm.24573] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Revised: 02/11/2019] [Accepted: 03/06/2019] [Indexed: 01/26/2023] Open
Abstract
This work challenges the widely accepted model of sensory gating as a preattention inhibitory process by investigating whether attention directed at the second tone (S2) within a paired-click paradigm could affect gating at the cortical level. We utilized magnetoencephalography, magnetic resonance imaging and spatio-temporal source localization to compare the cortical dynamics underlying gating responses across two conditions (passive and attention) in 19 healthy subjects. Source localization results reaffirmed the existence of a fast processing pathway between the prefrontal cortex (PFC) and bilateral superior temporal gyri (STG) that underlies the auditory gating process. STG source dynamics comprised two gating sub-components, Mb1 and Mb2, both of which showed significant gating suppression (>51%). The attention directed to the S2 tone changed the gating network topology by switching the prefrontal generator from a dorsolateral location, which was active in the passive condition (18/19), to a medial location, active in the attention condition (19/19). Enhanced responses to the attended stimulus caused a significant reduction in gating suppression in both STG gating components (>50%). Our results demonstrate that attention not only modulates sensory gating dynamics, but also exerts topological rerouting of information processing within the PFC. The present data, suggesting that the cortical levels of early sensory processing are subject to top-down influences, change the current view of gating as a purely automatic bottom-up process.
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Affiliation(s)
| | | | - Ana Susac
- Department of Physics, Faculty of ScienceUniversity of ZagrebZagrebCroatia
- Department of Applied Physics, Faculty of Electrical Engineering and ComputingUniversity of ZagrebZagrebCroatia
| | - Ralph Huonker
- Biomagnetic Center, Hans Berger Department of NeurologyJena University HospitalJenaGermany
| | - Theresa Gotz
- Biomagnetic Center, Hans Berger Department of NeurologyJena University HospitalJenaGermany
- Institute of Medical Statistics, Computer Sciences and Documentation, Jena University HospitalJenaGermany
| | - Jens Haueisen
- Biomagnetic Center, Hans Berger Department of NeurologyJena University HospitalJenaGermany
- Institute of Biomedical Engineering and Informatics, Technical University IlmenauIlmenauGermany
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19
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Best MW, Milanovic M, Iftene F, Bowie CR. A Randomized Controlled Trial of Executive Functioning Training Compared With Perceptual Training for Schizophrenia Spectrum Disorders: Effects on Neurophysiology, Neurocognition, and Functioning. Am J Psychiatry 2019; 176:297-306. [PMID: 30845819 DOI: 10.1176/appi.ajp.2018.18070849] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Cognitive remediation is an efficacious treatment for schizophrenia. However, different theoretical approaches have developed without any studies to directly compare them. This is the first study to compare the two dominant approaches to cognitive remediation (training of executive skills and training of perceptual skills) and employed the broadest assessment battery in the literature to date. METHODS Outpatients with schizophrenia spectrum disorders were randomly assigned to receive either executive training or perceptual training. Electrophysiological activity, neurocognition, functional competence, case manager-rated community functioning, clinical symptoms, and self-report measures were assessed at baseline, immediately after treatment, and at a 12-week posttreatment follow-up assessment. RESULTS Perceptual training improved the EEG mismatch negativity significantly more than executive training immediately after treatment, although the effect did not persist at the 12-week follow-up. At the follow-up, executive training improved theta power during an n-back task, neurocognition, functional competence, and case manager-rated community functioning to a greater extent than perceptual training. These effects were not observed immediately after treatment. CONCLUSIONS Both perceptual training and executive training improved neurophysiological mechanisms specific to their domains of intervention, although only executive training resulted in improvement in neurocognition and functioning. Improvements in favor of executive training did not appear immediately after treatment but emerged 12 weeks after the end of active treatment. Thus, short-term intervention targeting higher-order cognitive functions may prime further cognitive and functional improvement.
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Affiliation(s)
- Michael W Best
- From the Department of Psychology, Queen's University, Kingston, Ontario (Best, Milanovic, Bowie); and the Department of Psychiatry, Queen's University, Kingston, Ontario (Iftene)
| | - Melissa Milanovic
- From the Department of Psychology, Queen's University, Kingston, Ontario (Best, Milanovic, Bowie); and the Department of Psychiatry, Queen's University, Kingston, Ontario (Iftene)
| | - Felicia Iftene
- From the Department of Psychology, Queen's University, Kingston, Ontario (Best, Milanovic, Bowie); and the Department of Psychiatry, Queen's University, Kingston, Ontario (Iftene)
| | - Christopher R Bowie
- From the Department of Psychology, Queen's University, Kingston, Ontario (Best, Milanovic, Bowie); and the Department of Psychiatry, Queen's University, Kingston, Ontario (Iftene)
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20
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Dondé C, Mondino M, Brunelin J, Haesebaert F. Sensory-targeted cognitive training for schizophrenia. Expert Rev Neurother 2019; 19:211-225. [PMID: 30741038 DOI: 10.1080/14737175.2019.1581609] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
INTRODUCTION Auditory and visual dysfunctions are key pathophysiological features of schizophrenia (Sz). Therefore, remedial interventions that directly target such impairments could potentially drive gains in higher-order cognition (e.g., memory, executive functions, emotion processing), symptoms and functional outcome, in addition to improving sensory abilities in this population. Here, we reviewed available sensory-targeted cognitive training (S-TCT) programs that were investigated so far in Sz patients. Area covered: A systematic review of the literature was conducted following PRISMA guidelines. Twenty-seven relevant records were included. The superiority of S-TCT over control conditions on higher-order cognition measures was repeatedly demonstrated, but mostly lost significance at later endpoints of evaluation. Clinical symptoms and functional outcome were improved in a minority of studies. S-TCT interventions were associated with the relative normalization of several neurobiological biomarkers of neuroplasticity and sensory mechanisms. Expert commentary: S-TCT, although time-intensive, is a cost-efficient, safe and promising technique for Sz treatment. Its efficacy on higher-order cognition opens a critical window for clinical and functional improvement. The biological impact of S-TCT may allow for the identification of therapeutic biomarkers to further precision-medicine. Additional research is required to investigate the long-term effects of S-TCT, optimal training parameters and potential confounding factors associated with the illness.
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Affiliation(s)
- Clément Dondé
- a INSERM, U1028; CNRS, UMR5292; Lyon Neuroscience Research Center, Psychiatric Disorders: from Resistance to Response Team , Lyon, F-69678 , France.,b University Lyon 1 , Villeurbanne, F-69000 , France.,c Centre Hospitalier Le Vinatier, Department of Psychiatry , Bron, F-69000 , France
| | - Marine Mondino
- a INSERM, U1028; CNRS, UMR5292; Lyon Neuroscience Research Center, Psychiatric Disorders: from Resistance to Response Team , Lyon, F-69678 , France.,b University Lyon 1 , Villeurbanne, F-69000 , France.,c Centre Hospitalier Le Vinatier, Department of Psychiatry , Bron, F-69000 , France
| | - Jérôme Brunelin
- a INSERM, U1028; CNRS, UMR5292; Lyon Neuroscience Research Center, Psychiatric Disorders: from Resistance to Response Team , Lyon, F-69678 , France.,b University Lyon 1 , Villeurbanne, F-69000 , France.,c Centre Hospitalier Le Vinatier, Department of Psychiatry , Bron, F-69000 , France
| | - Frédéric Haesebaert
- a INSERM, U1028; CNRS, UMR5292; Lyon Neuroscience Research Center, Psychiatric Disorders: from Resistance to Response Team , Lyon, F-69678 , France.,b University Lyon 1 , Villeurbanne, F-69000 , France.,c Centre Hospitalier Le Vinatier, Department of Psychiatry , Bron, F-69000 , France
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21
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Jahshan C, Vinogradov S, Wynn JK, Hellemann G, Green MF. A randomized controlled trial comparing a "bottom-up" and "top-down" approach to cognitive training in schizophrenia. J Psychiatr Res 2019; 109:118-125. [PMID: 30529836 PMCID: PMC9199200 DOI: 10.1016/j.jpsychires.2018.11.027] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 11/21/2018] [Accepted: 11/30/2018] [Indexed: 12/12/2022]
Abstract
The development of effective cognitive training (CT) interventions is critical for improving the daily lives of people with schizophrenia. At this point, it is unclear whether a so-called "bottom-up" or "top-down" CT approach is more beneficial for inducing cognitive gains and generalization in this population. The aims of this randomized controlled trial were to: 1) Compare the effects of these two types of training approaches on performance-based (MATRICS Consensus Cognitive Battery, MCCB) and neurophysiological (mismatch negativity, MMN) measures of cognition, and 2) Evaluate MMN as a potential predictor of treatment response. Ninety-nine patients with persistent schizophrenia (mean age of 51 and illness duration of 30 years) were randomly assigned in a 2:2:1 ratio to a "bottom-up" intervention that selectively targets basic auditory processing and verbal learning (Brain Fitness), a "top-down" intervention that targets a broad range of higher-order cognitive functions (COGPACK), or a control condition consisting of commercial computer games (Sporcle). Participants completed on average 30 h of training over 12 weeks. Despite demonstrated improvement on training tasks, we found no significant treatment effects on measures of neurocognition (MCCB), MMN, or functional capacity from either intervention. Interestingly, there was an association between an enhanced MMN response at 6 weeks and improved reasoning/problem solving at 12 weeks in the COGPACK group. Although this study had several methodological strengths, the results were mainly negative. It suggests that CT trials in schizophrenia should try to better understand mediators and moderators of treatment response to develop more personalized interventions.
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Affiliation(s)
- Carol Jahshan
- Mental Illness Research, Education and Clinical Center (MIRECC), VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA; Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA.
| | - Sophia Vinogradov
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN
| | - Jonathan K. Wynn
- Mental Illness Research, Education and Clinical Center (MIRECC), VA Greater Los Angeles Healthcare System, Los Angeles, CA,Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA
| | - Gerhard Hellemann
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA,Department of Biostatistics, University of California, Los Angeles, CA
| | - Michael F. Green
- Mental Illness Research, Education and Clinical Center (MIRECC), VA Greater Los Angeles Healthcare System, Los Angeles, CA,Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA
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22
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Butt M, Espinal E, Aupperle RL, Nikulina V, Stewart JL. The Electrical Aftermath: Brain Signals of Posttraumatic Stress Disorder Filtered Through a Clinical Lens. Front Psychiatry 2019; 10:368. [PMID: 31214058 PMCID: PMC6555259 DOI: 10.3389/fpsyt.2019.00368] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 05/13/2019] [Indexed: 12/14/2022] Open
Abstract
This review aims to identify patterns of electrical signals identified using electroencephalography (EEG) linked to posttraumatic stress disorder (PTSD) diagnosis and symptom dimensions. We filter EEG findings through a clinical lens, evaluating nuances in findings according to study criteria and participant characteristics. Within the EEG frequency domain, greater right than left parietal asymmetry in alpha band power is the most promising marker of PTSD symptoms and is linked to exaggerated physiological arousal that may impair filtering of environmental distractors. The most consistent findings within the EEG time domain focused on event related potentials (ERPs) include: 1) exaggerated frontocentral responses (contingent negative variation, mismatch negativity, and P3a amplitudes) to task-irrelevant distractors, and 2) attenuated parietal responses (P3b amplitudes) to task-relevant target stimuli. These findings suggest that some individuals with PTSD suffer from attention dysregulation, which could contribute to problems concentrating on daily tasks and goals in lieu of threatening distractors. Future research investigating the utility of alpha asymmetry and frontoparietal ERPs as diagnostic and predictive biomarkers or intervention targets are recommended.
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Affiliation(s)
- Mamona Butt
- Department of Psychology, Queens College, City University of New York, Flushing, NY, United States
| | - Elizabeth Espinal
- Department of Psychology, Queens College, City University of New York, Flushing, NY, United States
| | - Robin L Aupperle
- Laureate Institute for Brain Research, Tulsa, OK, United States.,Department of Community Medicine, Oxley College of Health Sciences, University of Tulsa, Tulsa, OK, United States
| | - Valentina Nikulina
- Department of Psychology, Queens College, City University of New York, Flushing, NY, United States.,Department of Psychology, The Graduate Center, City University of New York, New York, NY, United States
| | - Jennifer L Stewart
- Laureate Institute for Brain Research, Tulsa, OK, United States.,Department of Community Medicine, Oxley College of Health Sciences, University of Tulsa, Tulsa, OK, United States
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23
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Efference copy/corollary discharge function and targeted cognitive training in patients with schizophrenia. Int J Psychophysiol 2018; 145:91-98. [PMID: 30599145 DOI: 10.1016/j.ijpsycho.2018.12.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Revised: 12/20/2018] [Accepted: 12/26/2018] [Indexed: 12/11/2022]
Abstract
INTRODUCTION During vocalization, efference copy/corollary discharge mechanisms suppress the auditory cortical response to self-generated sounds as reflected in the N1 component of the auditory event-related potential (ERP). N1 suppression during talking is reduced in patients with schizophrenia. We hypothesized that these deficits would recover with auditory training that targets the speech processing system. METHODS Forty-nine individuals early in the course of a schizophrenia-spectrum illness (ESZ) were randomly assigned to 40 h of Targeted Auditory Training (TAT; n = 23) or Computer Games (CG; n = 26). The N1 ERP component was elicited during production (Talk) and playback (Listen) of vocalization. Effects of Treatment on Global Cognition, N1 suppression (Talk-Listen), N1 during Talking and Listening were assessed. Simple effects of the passage of time were also assessed in the HC after 28 weeks. RESULTS There was a Treatment × Time interaction revealing that N1 suppression was improved with TAT, but not with CG. TAT, but not CG, also improved Global Cognition. However, TAT and CG groups differed in their pre-treatment N1 suppression, and greater N1-suppression abnormalities were strongly associated with greater improvement in N1 suppression. CONCLUSIONS In this sample of ESZ individuals, targeted auditory training appeared to improve the function of the efference copy/corollary discharge mechanism which tended to deteriorate with computer games. It remains to be determined if baseline N1 suppression abnormalities are necessary for TAT treatment to have a positive effect on efference copy/corollary discharge function or if improvements observed in this study represent a regression to the mean N1 suppression in ESZ. TRIAL REGISTRATION ClinicalTrials.govNCT00694889. Registered 1 August 2007.
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24
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Kim M, Kwak YB, Lee TY, Kwon JS. Modulation of Electrophysiology by Transcranial Direct Current Stimulation in Psychiatric Disorders: A Systematic Review. Psychiatry Investig 2018; 15:434-444. [PMID: 29695150 PMCID: PMC5976006 DOI: 10.30773/pi.2018.01.10] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Revised: 11/15/2017] [Accepted: 01/10/2018] [Indexed: 01/03/2023] Open
Abstract
OBJECTIVE Transcranial direct current stimulation (tDCS) is a non-invasive neuromodulation technique increasingly used to relieve symptoms of psychiatric disorders. Electrophysiologic markers, such as electroencephalography (EEG) and event-related potentials (ERP), have high temporal resolution sensitive to detect plastic changes of the brain associated with symptomatic improvement following tDCS application. METHODS We performed systematic review to identify electrophysiological markers that reflect tDCS effects on plastic brain changes in psychiatric disorders. A total of 638 studies were identified by searching PubMed, Embase, psychINFPO. Of these, 21 full-text articles were assessed eligible and included in the review. RESULTS Although the reviewed studies were heterogeneous in their choices of tDCS protocols, targeted electrophysiological markers, and disease entities, their results strongly support EEG/ERPs to sensitively reflect plastic brain changes and the associated symptomatic improvement following tDCS. CONCLUSION EEG/ERPs may serve a potent tool in revealing the mechanisms underlying psychiatric symptoms, as well as in localizing the brain area targeted for stimulation. Future studies in each disease entities employing consistent tDCS protocols and electrophysiological markers would be necessary in order to substantiate and further elaborate the findings of studies included in the present systematic review.
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Affiliation(s)
- Minah Kim
- Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yoo Bin Kwak
- Department of Brain and Cognitive Sciences, Seoul National University College of Natural Science, Seoul, Republic of Korea
| | - Tae Young Lee
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
| | - Jun Soo Kwon
- Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Brain and Cognitive Sciences, Seoul National University College of Natural Science, Seoul, Republic of Korea
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
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25
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Popova P, Rockstroh B, Miller GA, Wienbruch C, Carolus AM, Popov T. The impact of cognitive training on spontaneous gamma oscillations in schizophrenia. Psychophysiology 2018; 55:e13083. [PMID: 29624694 DOI: 10.1111/psyp.13083] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Revised: 03/08/2018] [Accepted: 03/08/2018] [Indexed: 12/27/2022]
Abstract
Schizophrenia patients exhibit less gamma-frequency EEG/MEG activity (>30 Hz), a finding interpreted as evidence of poor temporal neural organization and functional network communication. Research has shown that neuroplasticity-oriented training can improve task-related oscillatory dynamics, indicating some reorganization capacity in schizophrenia. Demonstrating a generalization of such task training effects to spontaneous oscillations at rest would not only enrich understanding of this neuroplastic potential but inform the interpretation of spontaneous gamma oscillations in the service of normal cognitive function. In the present study, neuromagnetic resting-state oscillatory brain activity and cognitive performance were assessed before and after training in 61 schizophrenia patients, who were randomly assigned to 4 weeks of neuroplasticity-oriented targeted cognitive training or treatment as usual (TAU). Gamma power of 40-90 Hz increased after training, but not after TAU, in a frontoparietal network. Across two types of training, this increase was related to improved cognitive test performance. These results indicate that abnormal oscillatory dynamics in schizophrenia patients manifested in spontaneous gamma activity can be changed with neuroplasticity-oriented training parallel to cognitive performance.
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Affiliation(s)
- Petia Popova
- Department of Psychology, University of Konstanz, Konstanz, Germany
| | | | - Gregory A Miller
- Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, California, USA
| | | | - Almut M Carolus
- Department of Psychology, University of Konstanz, Konstanz, Germany
| | - Tzvetan Popov
- Department of Psychology, University of Konstanz, Konstanz, Germany
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26
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Hamilton HK, Williams TJ, Ventura J, Jasperse LJ, Owens EM, Miller GA, Subotnik KL, Nuechterlein KH, Yee CM. Clinical and Cognitive Significance of Auditory Sensory Processing Deficits in Schizophrenia. Am J Psychiatry 2018; 175:275-283. [PMID: 29202656 PMCID: PMC5832530 DOI: 10.1176/appi.ajp.2017.16111203] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
OBJECTIVE Although patients with schizophrenia exhibit impaired suppression of the P50 event-related brain potential in response to the second of two identical auditory stimuli during a paired-stimulus paradigm, uncertainty remains over whether this deficit in inhibitory gating of auditory sensory processes has relevance for patients' clinical symptoms or cognitive performance. The authors examined associations between P50 suppression deficits and several core features of schizophrenia to address this gap. METHOD P50 was recorded from 52 patients with schizophrenia and 41 healthy comparison subjects during a standard auditory paired-stimulus task. Clinical symptoms were assessed with the Scale for the Assessment of Positive Symptoms and the Scale for the Assessment of Negative Symptoms. The MATRICS Consensus Cognitive Battery was utilized to measure cognitive performance in a subsample of 39 patients. Correlation and regression analyses were conducted to examine P50 suppression in relation to clinical symptom and cognitive performance measures. RESULTS Schizophrenia patients demonstrated a deficit in P50 suppression when compared with healthy subjects, replicating prior research. Within the patient sample, impaired P50 suppression covaried reliably with greater difficulties in attention, poorer working memory, and reduced processing speed. CONCLUSIONS Impaired suppression of auditory stimuli was associated with core pathological features of schizophrenia, increasing confidence that P50 inhibitory processing can inform the development of interventions that target cognitive impairments in this chronic and debilitating mental illness.
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Affiliation(s)
- Holly K. Hamilton
- Sierra Pacific Mental Illness Research, Education, and Clinical Center, San Francisco VA Health Care System and the Department of Psychiatry, University of California, San Francisco,Department of Psychology, University of California, Los Angeles
| | | | - Joseph Ventura
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
| | | | - Emily M. Owens
- Department of Psychology, University of California, Los Angeles
| | - Gregory A. Miller
- Department of Psychology, University of California, Los Angeles,Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
| | - Kenneth L. Subotnik
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
| | - Keith H. Nuechterlein
- Department of Psychology, University of California, Los Angeles,Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
| | - Cindy M. Yee
- Department of Psychology, University of California, Los Angeles,Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
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27
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Seitz AR. A new framework of design and continuous evaluation to improve brain training. JOURNAL OF COGNITIVE ENHANCEMENT 2018; 2:78-87. [PMID: 29868648 PMCID: PMC5984043 DOI: 10.1007/s41465-017-0058-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Effective teaching critically relies upon effective evaluation because evaluation is required to gain understanding of existing abilities and, in turn, determine learning outcomes. Methods of effective evaluation are surprisingly elusive in many fields and this limits our understanding of which training methods are truly effective. In the present article, issues of effective evaluation are discussed in the context of "brain training," an exciting but much criticized field. Problems in test validity in the field of brain training, parallel those in many other fields; such as deficiencies in test reliability, teaching to the test, expectation effects, as well as statistical rigor. Here we review these issues and discuss how commonalities between the goals of evaluation and adaptive training procedures suggest a new paradigm that synthesizes evaluation and training. We suggest that continuous evaluation, where testing is integrated into the training, may provide a path towards greater reliability of skill evaluation, through longitudinal sampling, and validity, through better alignment of evaluation activities in respect to learning objectives.
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28
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Simons DJ, Boot WR, Charness N, Gathercole SE, Chabris CF, Hambrick DZ, Stine-Morrow EAL. Do "Brain-Training" Programs Work? Psychol Sci Public Interest 2018; 17:103-186. [PMID: 27697851 DOI: 10.1177/1529100616661983] [Citation(s) in RCA: 559] [Impact Index Per Article: 93.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
In 2014, two groups of scientists published open letters on the efficacy of brain-training interventions, or "brain games," for improving cognition. The first letter, a consensus statement from an international group of more than 70 scientists, claimed that brain games do not provide a scientifically grounded way to improve cognitive functioning or to stave off cognitive decline. Several months later, an international group of 133 scientists and practitioners countered that the literature is replete with demonstrations of the benefits of brain training for a wide variety of cognitive and everyday activities. How could two teams of scientists examine the same literature and come to conflicting "consensus" views about the effectiveness of brain training?In part, the disagreement might result from different standards used when evaluating the evidence. To date, the field has lacked a comprehensive review of the brain-training literature, one that examines both the quantity and the quality of the evidence according to a well-defined set of best practices. This article provides such a review, focusing exclusively on the use of cognitive tasks or games as a means to enhance performance on other tasks. We specify and justify a set of best practices for such brain-training interventions and then use those standards to evaluate all of the published peer-reviewed intervention studies cited on the websites of leading brain-training companies listed on Cognitive Training Data (www.cognitivetrainingdata.org), the site hosting the open letter from brain-training proponents. These citations presumably represent the evidence that best supports the claims of effectiveness.Based on this examination, we find extensive evidence that brain-training interventions improve performance on the trained tasks, less evidence that such interventions improve performance on closely related tasks, and little evidence that training enhances performance on distantly related tasks or that training improves everyday cognitive performance. We also find that many of the published intervention studies had major shortcomings in design or analysis that preclude definitive conclusions about the efficacy of training, and that none of the cited studies conformed to all of the best practices we identify as essential to drawing clear conclusions about the benefits of brain training for everyday activities. We conclude with detailed recommendations for scientists, funding agencies, and policymakers that, if adopted, would lead to better evidence regarding the efficacy of brain-training interventions.
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Affiliation(s)
- Daniel J Simons
- Department of Psychology, University of Illinois at Urbana-Champaign
| | | | - Neil Charness
- Department of Psychology, Florida State University Institute for Successful Longevity, Florida State University
| | - Susan E Gathercole
- Medical Research Council Cognition and Brain Sciences Unit, Cambridge, UK School of Clinical Medicine, University of Cambridge
| | | | | | - Elizabeth A L Stine-Morrow
- Department of Educational Psychology, University of Illinois at Urbana-Champaign Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign
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29
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Response to Targeted Cognitive Training Correlates with Change in Thalamic Volume in a Randomized Trial for Early Schizophrenia. Neuropsychopharmacology 2018; 43:590-597. [PMID: 28895568 PMCID: PMC5770762 DOI: 10.1038/npp.2017.213] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Revised: 08/20/2017] [Accepted: 09/05/2017] [Indexed: 01/08/2023]
Abstract
Reduced thalamic volume is consistently observed in schizophrenia, and correlates with cognitive impairment. Targeted cognitive training (TCT) of auditory processing in schizophrenia drives improvements in cognition that are believed to result from functional neuroplasticity in prefrontal and auditory cortices. In this study, we sought to determine whether response to TCT is also associated with structural neuroplastic changes in thalamic volume in patients with early schizophrenia (ESZ). Additionally, we examined baseline clinical, cognitive, and neural characteristics predictive of a positive response to TCT. ESZ patients were randomly assigned to undergo either 40 h of TCT (N=22) or a computer games control condition (CG; N=22 s). Participants underwent MRI, clinical, and neurocognitive assessments before and after training (4-month interval). Freesurfer automated segmentation of the subcortical surface was carried out to measure thalamic volume at both time points. Left thalamic volume at baseline correlated with baseline global cognition, while a similar trend was observed in the right thalamus. The relationship between change in cognition and change in left thalamus volume differed between groups, with a significant positive correlation in the TCT group and a negative trend in the CG group. Lower baseline symptoms were related to improvements in cognition and left thalamic volume preservation following TCT. These findings suggest that the cognitive gains induced by TCT in ESZ are associated with structural neuroplasticity in the thalamus. Greater symptom severity at baseline reduced the likelihood of response to TCT both with respect to improved cognition and change in thalamic volume.
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30
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Ramsay IS, Ma S, Fisher M, Loewy RL, Ragland JD, Niendam T, Carter CS, Vinogradov S. Model selection and prediction of outcomes in recent onset schizophrenia patients who undergo cognitive training. SCHIZOPHRENIA RESEARCH-COGNITION 2017; 11:1-5. [PMID: 29159134 PMCID: PMC5684434 DOI: 10.1016/j.scog.2017.10.001] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Revised: 10/24/2017] [Accepted: 10/25/2017] [Indexed: 01/25/2023]
Abstract
Predicting treatment outcomes in psychiatric populations remains a challenge, but is increasingly important in the pursuit of personalized medicine. Patients with schizophrenia have deficits in cognition, and targeted cognitive training (TCT) of auditory processing and working memory has been shown to improve some of these impairments; but little is known about the baseline patient characteristics predictive of cognitive improvement. Here we use a model selection and regression approach called least absolute shrinkage and selection operator (LASSO) to examine predictors of cognitive improvement in response to TCT for patients with recent onset schizophrenia. Forty-three individuals with recent onset schizophrenia randomized to undergo TCT were assessed at baseline on measures of cognition, symptoms, functioning, illness duration, and demographic variables. We carried out 10-fold cross-validation of LASSO for model selection and regression. We followed up on these results using linear models for statistical inference. No individual variable was found to correlate with improvement in global cognition using a Pearson correlation approach, and a linear model including all variables was also found not to be significant. However, the LASSO model identified baseline global cognition, education, and gender in a model predictive of improvement on global cognition following TCT. These findings offer guidelines for personalized approaches to cognitive training for patients with schizophrenia.
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Affiliation(s)
- Ian S Ramsay
- University of Minnesota, Department of Psychiatry, United States
| | - Sisi Ma
- University of Minnesota, Department of Medicine, United States
| | - Melissa Fisher
- University of Minnesota, Department of Psychiatry, United States
| | - Rachel L Loewy
- University of California, San Francisco, Department of Psychiatry, United States
| | - J Daniel Ragland
- University of California, Davis, Department of Psychiatry, United States
| | - Tara Niendam
- University of California, Davis, Department of Psychiatry, United States
| | - Cameron S Carter
- University of California, Davis, Department of Psychiatry, United States
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31
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Cheng CH, Niddam DM, Hsu SC, Liu CY, Tsai SY. Resting GABA concentration predicts inhibitory control during an auditory Go-Nogo task. Exp Brain Res 2017; 235:3833-3841. [DOI: 10.1007/s00221-017-5101-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2017] [Accepted: 10/03/2017] [Indexed: 01/27/2023]
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32
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Perez VB, Tarasenko M, Miyakoshi M, Pianka ST, Makeig SD, Braff DL, Swerdlow NR, Light GA. Mismatch Negativity is a Sensitive and Predictive Biomarker of Perceptual Learning During Auditory Cognitive Training in Schizophrenia. Neuropsychopharmacology 2017; 42:2206-2213. [PMID: 28139679 PMCID: PMC5603809 DOI: 10.1038/npp.2017.25] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Revised: 01/12/2017] [Accepted: 01/16/2017] [Indexed: 02/04/2023]
Abstract
Computerized cognitive training is gaining empirical support for use in the treatment of schizophrenia (SZ). Although cognitive training is efficacious for SZ at a group level when delivered in sufficiently intensive doses (eg, 30-50 h), there is variability in individual patient response. The identification of biomarkers sensitive to the neural systems engaged by cognitive training interventions early in the course of treatment could facilitate personalized assignment to treatment. This proof-of-concept study was conducted to determine whether mismatch negativity (MMN), an event-related potential index of auditory sensory discrimination associated with cognitive and psychosocial functioning, would predict gains in auditory perceptual learning and exhibit malleability after initial exposure to the early stages of auditory cognitive training in SZ. MMN was assessed in N=28 SZ patients immediately before and after completing 1 h of a speeded time-order judgment task of two successive frequency-modulated sweeps (Posit Science 'Sound Sweeps' exercise). All SZ patients exhibited the expected improvements in auditory perceptual learning over the 1 h training period (p<0.001), consistent with previous results. Larger MMN amplitudes recorded both before and after the training exercises were associated with greater gains in auditory perceptual learning (r=-0.5 and r=-0.67, respectively, p's<0.01). Significant pretraining vs posttraining MMN amplitude reduction was also observed (p<0.02). MMN is a sensitive index of the neural systems engaged in a single session of auditory cognitive training in SZ. These findings encourage future trials of MMN as a biomarker for individual assignment, prediction, and/or monitoring of patient response to procognitive interventions, including auditory cognitive training in SZ.
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Affiliation(s)
- Veronica B Perez
- VISN 22 Mental Illness Research, Education & Clinical Center (MIRECC), San Diego VA Healthcare System, San Diego, CA, USA,Department of Psychiatry, University of California, San Diego, San Diego, CA, USA,California School of Professional Psychology, Alliant International University, San Diego, CA, USA
| | - Melissa Tarasenko
- VISN 22 Mental Illness Research, Education & Clinical Center (MIRECC), San Diego VA Healthcare System, San Diego, CA, USA,Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Makoto Miyakoshi
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Sean T Pianka
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Scott D Makeig
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - David L Braff
- VISN 22 Mental Illness Research, Education & Clinical Center (MIRECC), San Diego VA Healthcare System, San Diego, CA, USA,Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Neal R Swerdlow
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Gregory A Light
- VISN 22 Mental Illness Research, Education & Clinical Center (MIRECC), San Diego VA Healthcare System, San Diego, CA, USA,Department of Psychiatry, University of California, San Diego, San Diego, CA, USA,Psychiatry Service 116A, VISN-22 Mental Illness Research, Education & Clinical Center (MIRECC), San Diego VA Healthcare System, University of California, 3350 La Jolla Village Drive, San Diego, CA 92161, USA, Tel: +1 619 543 2496, Fax: + 619 543 1801, E-mail:
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Schubring D, Popov T, Miller GA, Rockstroh B. Consistency of abnormal sensory gating in first-admission and chronic schizophrenia across quantification methods. Psychophysiology 2017; 55. [DOI: 10.1111/psyp.13006] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Revised: 08/24/2017] [Accepted: 08/24/2017] [Indexed: 01/08/2023]
Affiliation(s)
- David Schubring
- Department of Psychology; University of Konstanz; Konstanz Germany
| | - Tzvetan Popov
- Department of Psychology; University of Konstanz; Konstanz Germany
| | - Gregory A. Miller
- Department of Psychology and Department of Psychiatry and Biobehavioral Sciences; University of California; Los Angeles, Los Angeles California USA
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Fisher M, Herman A, Stephens DB, Vinogradov S. Neuroscience-informed computer-assisted cognitive training in schizophrenia. Ann N Y Acad Sci 2017; 1366:90-114. [PMID: 27111135 DOI: 10.1111/nyas.13042] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2014] [Revised: 01/29/2016] [Accepted: 02/16/2016] [Indexed: 01/09/2023]
Abstract
Schizophrenia is a heterogeneous psychiatric syndrome characterized by psychosis. It is also a neurodevelopmental disorder. In the earliest phases of the illness, at-risk individuals exhibit subtle, nonspecific symptoms, including cognitive dysfunction and progressive brain volumetric loss. Generally, schizophrenia is characterized by abnormal/inefficient neural system operations and neural oscillatory activity, as well as functional disconnectivity across frontal-temporo parietal and frontal-subcortical networks; it thus may best be described as a widespread neural oscillatory connectomopathy. Despite earlier views of schizophrenia as an inevitably progressive neurodegenerative disease, emerging evidence indicates that endogenous neuroplastic capacity is retained. An active area of research is directed at understanding how best to harness this learning-induced neuroplasticity to enhance neural system functioning, improve cognition, and prevent-and possibly even reverse-disease progression. In this review, we present an overview of results from the most widely used computer-assisted cognitive-training programs in schizophrenia, contrasting a broad neuropsychological rehabilitation approach with a targeted cognitive-training approach. We then review studies on the neurobiological effects of these two training methods. Finally, we discuss future directions with a focus on the "oscillatory connectome" as a key area of investigation for developing the most precise and scientifically informed treatment approaches for this illness.
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Affiliation(s)
- Melissa Fisher
- Department of Psychiatry, University of California, San Francisco, and San Francisco Department of Veterans Affairs Medical Center, San Francisco, California
| | - Alexander Herman
- School of Medicine, University of California, San Francisco, California
| | | | - Sophia Vinogradov
- Department of Psychiatry, University of California, San Francisco, and San Francisco Department of Veterans Affairs Medical Center, San Francisco, California
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35
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Biagianti B, Roach BJ, Fisher M, Loewy R, Ford JM, Vinogradov S, Mathalon DH. Trait aspects of auditory mismatch negativity predict response to auditory training in individuals with early illness schizophrenia. NEUROPSYCHIATRIC ELECTROPHYSIOLOGY 2017; 3:2. [PMID: 28845238 PMCID: PMC5568850 DOI: 10.1186/s40810-017-0024-9] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2017] [Accepted: 06/05/2017] [Indexed: 01/17/2023]
Abstract
BACKGROUND Individuals with schizophrenia have heterogeneous impairments of the auditory processing system that likely mediate differences in the cognitive gains induced by auditory training (AT). Mismatch negativity (MMN) is an event-related potential component reflecting auditory echoic memory, and its amplitude reduction in schizophrenia has been linked to cognitive deficits. Therefore, MMN may predict response to AT and identify individuals with schizophrenia who have the most to gain from AT. Furthermore, to the extent that AT strengthens auditory deviance processing, MMN may also serve as a readout of the underlying changes in the auditory system induced by AT. METHODS Fifty-six individuals early in the course of a schizophrenia-spectrum illness (ESZ) were randomly assigned to 40 h of AT or Computer Games (CG). Cognitive assessments and EEG recordings during a multi-deviant MMN paradigm were obtained before and after AT and CG. Changes in these measures were compared between the treatment groups. Baseline and trait-like MMN data were evaluated as predictors of treatment response. MMN data collected with the same paradigm from a sample of Healthy Controls (HC; n = 105) were compared to baseline MMN data from the ESZ group. RESULTS Compared to HC, ESZ individuals showed significant MMN reductions at baseline (p = .003). Reduced Double-Deviant MMN was associated with greater general cognitive impairment in ESZ individuals (p = .020). Neither ESZ intervention group showed significant change in MMN. We found high correlations in all MMN deviant types (rs = .59-.68, all ps < .001) between baseline and post-intervention amplitudes irrespective of treatment group, suggesting trait-like stability of the MMN signal. Greater deficits in trait-like Double-Deviant MMN predicted greater cognitive improvements in the AT group (p = .02), but not in the CG group. CONCLUSIONS In this sample of ESZ individuals, AT had no effect on auditory deviance processing as assessed by MMN. In ESZ individuals, baseline MMN was significantly reduced relative to HCs, and associated with global cognitive impairment. MMN did not show changes after AT and exhibited trait-like stability. Greater deficits in the trait aspects of Double-Deviant MMN predicted greater gains in global cognition in response to AT, suggesting that MMN may identify individuals who stand to gain the most from AT. TRIAL REGISTRATION NCT00694889. Registered 1 August 2007.
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Affiliation(s)
- Bruno Biagianti
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
- Department of Health Sciences, University of Milan, Milan, Italy
| | - Brian J. Roach
- Department of Mental Health, San Francisco VA Medical Center, San Francisco, CA, USA
| | - Melissa Fisher
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | - Rachel Loewy
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
| | - Judith M. Ford
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
- Department of Mental Health, San Francisco VA Medical Center, San Francisco, CA, USA
| | - Sophia Vinogradov
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | - Daniel H. Mathalon
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
- Department of Mental Health, San Francisco VA Medical Center, San Francisco, CA, USA
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36
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Haigh SM. Variable sensory perception in autism. Eur J Neurosci 2017; 47:602-609. [DOI: 10.1111/ejn.13601] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2016] [Revised: 04/27/2017] [Accepted: 04/28/2017] [Indexed: 12/31/2022]
Affiliation(s)
- Sarah M. Haigh
- Clinical Neurophysiology Research Laboratory; Western Psychiatric Institute and Clinic; Department of Psychiatry; University of Pittsburgh School of Medicine; 3501 Forbes Avenue Suite 420 Pittsburgh PA 15213 USA
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Best MW, Bowie CR. A review of cognitive remediation approaches for schizophrenia: from top-down to bottom-up, brain training to psychotherapy. Expert Rev Neurother 2017; 17:713-723. [PMID: 28511562 DOI: 10.1080/14737175.2017.1331128] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
INTRODUCTION Individuals with psychotic disorders experience profound impairment in neurocognition, which is consistently found to be the best predictor of independent community functioning. Several diverse behavioural treatments designed to enhance neurocognitive abilities have been developed, with subtle to stark differences among them. Various approaches, to varying degrees, have demonstrated success across diffuse outcomes: improved brain structure and function, performance on neuropsychological tests, and community activities associated with daily living. Areas covered: This paper reviews the different approaches to cognitive remediation and the differential effects these approaches have on neurophysiological function, neurocognitive abilities, and real-world community functioning. Cognitive remediation approaches can be broadly classified along two dimensions: 1) treatment target, and 2) treatment modality. Some approaches target more basic perceptual skills, some target higher level executive processes, while some are non-targeted and seek to improve general cognitive ability. With regard to modality, approaches might have little/no therapist involvement and rely exclusively on computerized practice or they may include intensive therapist involvment to generalize neurocognitive change to community functioning. Expert commentary: Compared to other widely implemented treatments for schizophrenia, cognitive remediation produces better effects on outcome measures. It is time for cognitive remediation to be adopted as a best practice in the treatment of schizophrenia.
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Affiliation(s)
- Michael W Best
- a Department of Psychology , Queen's University , Kingston , ON , Canada
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Gruber SA, Dahlgren MK, Sagar KA, Gonenc A, Norris L, Cohen BM, Ongur D, Lewandowski KE. Decreased Cingulate Cortex activation during cognitive control processing in bipolar disorder. J Affect Disord 2017; 213:86-95. [PMID: 28199893 DOI: 10.1016/j.jad.2017.02.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Accepted: 02/05/2017] [Indexed: 01/10/2023]
Abstract
BACKGROUND Cognitive deficits are well-documented in patients with bipolar disorder (BPD) and may impact the efficacy of psychotherapy. Cognitive control, a form of executive functioning, is often used therapeutically to shift patients' thoughts and behaviors from automatic, maladaptive responses to adaptive coping strategies. This study examined cognitive control processing in patients with BPD using the Multi-Source Interference Task (MSIT). METHOD Twenty-nine patients diagnosed with BPD and 21 healthy control (HC) subjects completed the MSIT with concurrent functional magnetic resonance imaging (fMRI). RESULTS Patients with BPD generally performed worse on the MSIT relative to HC participants; the BPD group had significantly lower performance accuracy and made more omission errors. Further, fMRI analyses revealed differential patterns of activation between the groups during the MSIT. Region of interest (ROI) analyses revealed that relative to HC participants, patients with BPD activated significantly fewer voxels within the cingulate cortex (CC) and more voxels within prefrontal cortex (PFC), although the PFC findings did not survive more stringent significance thresholds. LIMITATIONS Patients and HCs were not matched for age, sex, and premorbid verbal IQ, however, these variables were controlled for statistically. Medication usage in the BPD group may have possibly impacted the results. Given a priori hypotheses, ROI analyses were utilized. CONCLUSIONS Decreased CC activation and increased PFC activation may be associated with impaired cognitive control, demonstrated by BPD patients when completing the MSIT. Identifying the neural mechanisms which underlie key cognitive abnormalities in BPD may aid in clarifying the pathophysiology of this disorder and inform selection of potential targets for cognition remediation in BPD.
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Affiliation(s)
- Staci A Gruber
- Cognitive and Clinical Neuroimaging Core, McLean Imaging Center, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States; Department of Psychiatry, Harvard Medical School, Boston, MA 02215, United States.
| | - M Kathryn Dahlgren
- Cognitive and Clinical Neuroimaging Core, McLean Imaging Center, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States; Department of Psychology, Tufts University, Medford, MA 02155, United States
| | - Kelly A Sagar
- Cognitive and Clinical Neuroimaging Core, McLean Imaging Center, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States; Department of Psychiatry, Harvard Medical School, Boston, MA 02215, United States
| | - Atilla Gonenc
- Cognitive and Clinical Neuroimaging Core, McLean Imaging Center, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States; Department of Psychiatry, Harvard Medical School, Boston, MA 02215, United States
| | - Lesley Norris
- Schizophrenia and Bipolar Disorders Research Program, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States
| | - Bruce M Cohen
- Department of Psychiatry, Harvard Medical School, Boston, MA 02215, United States; Program for Neuropsychiatric Research, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States
| | - Dost Ongur
- Department of Psychiatry, Harvard Medical School, Boston, MA 02215, United States; Schizophrenia and Bipolar Disorders Research Program, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States; Program for Neuropsychiatric Research, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States
| | - Kathryn E Lewandowski
- Department of Psychiatry, Harvard Medical School, Boston, MA 02215, United States; Schizophrenia and Bipolar Disorders Research Program, McLean Hospital, 115 Mill Street, Belmont, MA 02478, United States
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Butler PD, Thompson JL, Seitz AR, Deveau J, Silverstein SM. Visual perceptual remediation for individuals with schizophrenia: Rationale, method, and three case studies. Psychiatr Rehabil J 2017; 40:43-52. [PMID: 27547852 PMCID: PMC5322250 DOI: 10.1037/prj0000212] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVE Few studies have evaluated the effects of visual remediation strategies in schizophrenia despite abundant evidence of visual-processing alterations in this condition. We report preliminary, case-study-based evidence regarding the effects of visual remediation in this population. METHOD We describe implementation of a visual-perceptual training program called ULTIMEYES (UE) and initial results through 3 brief case studies of individuals with schizophrenia. UE targets broad-based visual function, including low-level processes (e.g., acuity, contrast sensitivity) as well as higher level visual functions. Three inpatients, recruited from a research unit, participated in at least 38 sessions 3 to 4 times per week for approximately 25 min per session. Contrast sensitivity (a trained task), as well as acuity and perceptual organization (untrained tasks), were assessed before and after the intervention. Levels of progression through the task are also reported. RESULTS UE was well tolerated by the participants and led to improvements in contrast sensitivity, as well as more generalized gains in visual acuity in all 3 participants and perceptual organization in 2 participants. Symptom profiles were somewhat different for each participant, but all were symptomatic during the intervention. Despite this, they were able to focus on and benefit from training. The adaptive nature of the training was well suited to the slower progression of 2 participants. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE These case studies set the stage for further research, such as larger, randomized controlled trials of the intervention that include additional assessments of perceptual function and measures of cognition, social cognition, and functional outcomes. (PsycINFO Database Record
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Affiliation(s)
| | - Judy L Thompson
- Department of Psychiatric Rehabilitation and Counseling Professions, Rutgers University
| | | | - Jenni Deveau
- Department of Psychology, University of California
| | - Steven M Silverstein
- University Behavioral Health Care, Rutgers Biomedical and Health Sciences, Rutgers University
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Biagianti B, Fisher M, Neilands TB, Loewy R, Vinogradov S. Engagement with the auditory processing system during targeted auditory cognitive training mediates changes in cognitive outcomes in individuals with schizophrenia. Neuropsychology 2016; 30:998-1008. [PMID: 27617637 DOI: 10.1037/neu0000311] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Individuals with schizophrenia who engage in targeted cognitive training (TCT) of the auditory system show generalized cognitive improvements. The high degree of variability in cognitive gains maybe due to individual differences in the level of engagement of the underlying neural system target. METHOD 131 individuals with schizophrenia underwent 40 hours of TCT. We identified target engagement of auditory system processing efficiency by modeling subject-specific trajectories of auditory processing speed (APS) over time. Lowess analysis, mixed models repeated measures analysis, and latent growth curve modeling were used to examine whether APS trajectories were moderated by age and illness duration, and mediated improvements in cognitive outcome measures. RESULTS We observed significant improvements in APS from baseline to 20 hours of training (initial change), followed by a flat APS trajectory (plateau) at subsequent time-points. Participants showed interindividual variability in the steepness of the initial APS change and in the APS plateau achieved and sustained between 20 and 40 hours. We found that participants who achieved the fastest APS plateau, showed the greatest transfer effects to untrained cognitive domains. CONCLUSIONS There is a significant association between an individual's ability to generate and sustain auditory processing efficiency and their degree of cognitive improvement after TCT, independent of baseline neurocognition. APS plateau may therefore represent a behavioral measure of target engagement mediating treatment response. Future studies should examine the optimal plateau of auditory processing efficiency required to induce significant cognitive improvements, in the context of interindividual differences in neural plasticity and sensory system efficiency that characterize schizophrenia. (PsycINFO Database Record
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Affiliation(s)
- Bruno Biagianti
- Department of Psychiatry, University of California at San Francisco
| | - Melissa Fisher
- Department of Psychiatry, University of California at San Francisco
| | | | - Rachel Loewy
- Department of Psychiatry, University of California at San Francisco
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Measuring the capacity for auditory system plasticity: An examination of performance gains during initial exposure to auditory-targeted cognitive training in schizophrenia. Schizophr Res 2016; 172:123-30. [PMID: 26851143 PMCID: PMC5072522 DOI: 10.1016/j.schres.2016.01.019] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Revised: 01/07/2016] [Accepted: 01/10/2016] [Indexed: 12/28/2022]
Abstract
UNLABELLED Auditory-Targeted Cognitive Training (ATCT), which aims to improve auditory information processing efficiency, has shown great promise for remediating cognitive deficits in schizophrenia (SZ). However, there is substantial heterogeneity in the degree of cognitive gains made during ATCT, and some patients show negligible benefit after completing therapeutic doses of training. Identifying individual differences that can be measured early in the course of ATCT and that predict subsequent cognitive benefits from the intervention is therefore important. The present study calculated a variety of performance metrics during the initial hour of exposure to ATCT Sound Sweeps, a frequency discrimination time-order judgment task, and investigated the relationships of these metrics to demographic, clinical, and cognitive characteristics of SZ patients. Thirty-seven SZ outpatients completed measures of auditory attention, working memory, verbal memory, and executive functioning, followed by 1h of Sound Sweeps training. Performance metrics, calculated after the first training level, the first training stage (Levels 1-4), and the entire hour of training included baseline and best auditory processing speed (APS) scores, as well as percent improvement in APS after training. The number of training levels completed by each participant was also calculated. Baseline and best APS correlated with performance in all cognitive domains, whereas APS improvements only correlated with verbal memory. Number of training levels completed was marginally associated with auditory attention only. CONCLUSIONS Sound Sweeps performance correlates with a range of neurocognitive abilities. APS improvement may provide a particularly sensitive index of "plasticity potential" within the neural network underlying verbal learning and memory.
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Kärgel C, Sartory G, Kariofillis D, Wiltfang J, Müller BW. The effect of auditory and visual training on the mismatch negativity in schizophrenia. Int J Psychophysiol 2016; 102:47-54. [DOI: 10.1016/j.ijpsycho.2016.03.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Revised: 03/04/2016] [Accepted: 03/07/2016] [Indexed: 10/22/2022]
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Isaac C, Januel D. Neural correlates of cognitive improvements following cognitive remediation in schizophrenia: a systematic review of randomized trials. SOCIOAFFECTIVE NEUROSCIENCE & PSYCHOLOGY 2016; 6:30054. [PMID: 26993787 PMCID: PMC4799394 DOI: 10.3402/snp.v6.30054] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Revised: 12/31/2015] [Accepted: 02/04/2016] [Indexed: 06/05/2023]
Abstract
BACKGROUND Cognitive impairments are a core feature in schizophrenia and are linked to poor social functioning. Numerous studies have shown that cognitive remediation can enhance cognitive and functional abilities in patients with this pathology. The underlying mechanism of these behavioral improvements seems to be related to structural and functional changes in the brain. However, studies on neural correlates of such enhancement remain scarce. OBJECTIVES We explored the neural correlates of cognitive enhancement following cognitive remediation interventions in schizophrenia and the differential effect between cognitive training and other therapeutic interventions or patients' usual care. METHOD We searched MEDLINE, PsycInfo, and ScienceDirect databases for studies on cognitive remediation therapy in schizophrenia that used neuroimaging techniques and a randomized design. Search terms included randomized controlled trial, cognitive remediation, cognitive training, rehabilitation, magnetic resonance imaging, positron emission tomography, electroencephalography, magnetoencephalography, near infrared spectroscopy, and diffusion tensor imaging. We selected randomized controlled trials that proposed multiple sessions of cognitive training to adult patients with a schizophrenia spectrum disorder and assessed its efficacy with imaging techniques. RESULTS In total, 15 reports involving 19 studies were included in the systematic review. They involved a total of 455 adult patients, 271 of whom received cognitive remediation. Cognitive remediation therapy seems to provide a neurobiological enhancing effect in schizophrenia. After therapy, increased activations are observed in various brain regions mainly in frontal - especially prefrontal - and also in occipital and anterior cingulate regions during working memory and executive tasks. Several studies provide evidence of an improved functional connectivity after cognitive training, suggesting a neuroplastic effect of therapy through mechanisms of functional reorganization. Neurocognitive and social-cognitive training may have a cumulative effect on neural networks involved in social cognition. The variety of proposed programs, imaging tasks, and techniques may explain the heterogeneity of observed neural improvements. Future studies would need to specify the effect of cognitive training depending on those variables.
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Affiliation(s)
- Clémence Isaac
- Unité de Recherche Clinique, EPS Ville Evrard, Neuilly-Sur-Marne, France;
| | - Dominique Januel
- Unité de Recherche Clinique, EPS Ville Evrard, Neuilly-Sur-Marne, France
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Abstract
The development of cognitive remediation programs has been a key step toward the creation of a treatment approach to address the cognitive-symptom domain in psychosis. Studies support the efficacy of cognitive remediation in producing moderate effects on cognition at the group level in patients with schizophrenia. Cognitive remediation may harness neuroplasticity in relevant systems that underpin the cognitive functions being addressed. Since neuroplasticity may be greater in people who (1) are younger and (2) have not yet experienced the consequences of long-term psychosis, cognitive remediation may be particularly effective in people in the early course of illness or in the prodrome, prior to the onset of frank symptoms. The present article reviews the evidence for implementing cognitive remediation in patients with recent-onset psychosis and people identified as being at high risk for developing schizophrenia, and also the evidence for cognitive remediation to modify neural targets. Promising findings suggest that cognitive remediation may be useful in addressing cognitive deficits in early-course and prodromal participants. Additionally, a growing literature using neuroimaging techniques demonstrates the ability of cognitive remediation paradigms to engage neural targets.
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45
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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. SCHIZOPHRENIA RESEARCH-COGNITION 2016; 3:1-7. [PMID: 26705516 PMCID: PMC4685735 DOI: 10.1016/j.scog.2015.10.006] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Objective We previously reported the interim effects in a per protocol analysis of a randomized controlled trial of an innovative neuroscience-informed computerized cognitive training approach in schizophrenia. Here we report the effects of training on behavioral outcome measures in our final sample using an intent-to-treat analysis. We also report the effects on serum brain-derived neurotrophic factor (BDNF). Method Eighty-seven clinically stable participants with schizophrenia were randomly assigned to either targeted auditory training (AT, N=46) or a computer games control condition (CG, N=41). Participants were assessed on neurocognition, symptoms and functional outcome at baseline and after 50 hours of intervention delivered over 10 weeks. Serum BDNF was assessed at baseline, at 2 weeks, and at 10 weeks. Results After the intervention, AT participants showed significant gains in global cognition, speed of processing, verbal learning, and verbal memory, relative to CG participants, with no changes in symptoms or functioning. At baseline, schizophrenia participants had significantly lower-than-normal serum BDNF. AT participants showed a significant increase in serum BDNF compared to CG participants, and “normalized” levels by post training. Conclusions Participants with chronic schizophrenia made significant cognitive gains after 50 hours of intensive computerized training delivered as a stand-alone treatment, but no improvement in symptoms or functioning. Serum BDNF levels were significantly increased, and may serve as a peripheral biomarker for the effects of training. Future research must focus on: 1) Methods of integrating cognitive training with psychosocial treatments; 2) A deeper understanding of underlying neurophysiology in order to enhance critical mechanisms of action.
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Affiliation(s)
- Melissa Fisher
- Department of Psychiatry, University of California, San Francisco, CA, United States ; Department of Psychiatry, San Francisco VA Medical Center, San Francisco, CA, United States
| | - Synthia H Mellon
- Department of Obstetrics, Gynecology, Reproductive Sciences, University of California, San Francisco, United States
| | - Owen Wolkowitz
- Department of Psychiatry, University of California, San Francisco, CA, United States
| | - Sophia Vinogradov
- Department of Psychiatry, University of California, San Francisco, CA, United States ; Department of Psychiatry, San Francisco VA Medical Center, San Francisco, CA, United States
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Dale CL, Brown EG, Fisher M, Herman AB, Dowling AF, Hinkley LB, Subramaniam K, Nagarajan SS, Vinogradov S. Auditory Cortical Plasticity Drives Training-Induced Cognitive Changes in Schizophrenia. Schizophr Bull 2016; 42:220-8. [PMID: 26152668 PMCID: PMC4681549 DOI: 10.1093/schbul/sbv087] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Schizophrenia is characterized by dysfunction in basic auditory processing, as well as higher-order operations of verbal learning and executive functions. We investigated whether targeted cognitive training of auditory processing improves neural responses to speech stimuli, and how these changes relate to higher-order cognitive functions. Patients with schizophrenia performed an auditory syllable identification task during magnetoencephalography before and after 50 hours of either targeted cognitive training or a computer games control. Healthy comparison subjects were assessed at baseline and after a 10 week no-contact interval. Prior to training, patients (N = 34) showed reduced M100 response in primary auditory cortex relative to healthy participants (N = 13). At reassessment, only the targeted cognitive training patient group (N = 18) exhibited increased M100 responses. Additionally, this group showed increased induced high gamma band activity within left dorsolateral prefrontal cortex immediately after stimulus presentation, and later in bilateral temporal cortices. Training-related changes in neural activity correlated with changes in executive function scores but not verbal learning and memory. These data suggest that computerized cognitive training that targets auditory and verbal learning operations enhances both sensory responses in auditory cortex as well as engagement of prefrontal regions, as indexed during an auditory processing task with low demands on working memory. This neural circuit enhancement is in turn associated with better executive function but not verbal memory.
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Affiliation(s)
- Corby L. Dale
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA;,Northern California Institute for Research and Education (NCIRE), San Francisco Veterans’ Affairs Medical Center, San Francisco, CA;,*To whom correspondence should be addressed; Biomagnetic Imaging Laboratory Box 0628, 513 Parnassus Avenue, S362, San Francisco, CA 94143-0628, US; tel: (415) 476-6888, fax: (415) 502-4302, e-mail:
| | | | - Melissa Fisher
- Northern California Institute for Research and Education (NCIRE), San Francisco Veterans’ Affairs Medical Center, San Francisco, CA;,Department of Psychiatry, University of California, San Francisco, San Francisco, CA
| | - Alexander B. Herman
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA;,UC Berkeley – UC San Francisco Graduate Program in Bioengineering, San Francisco, CA
| | - Anne F. Dowling
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA
| | - Leighton B. Hinkley
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA
| | - Karuna Subramaniam
- Northern California Institute for Research and Education (NCIRE), San Francisco Veterans’ Affairs Medical Center, San Francisco, CA;,Department of Psychiatry, University of California, San Francisco, San Francisco, CA
| | - Srikantan S. Nagarajan
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA;,UC Berkeley – UC San Francisco Graduate Program in Bioengineering, San Francisco, CA
| | - Sophia Vinogradov
- Northern California Institute for Research and Education (NCIRE), San Francisco Veterans’ Affairs Medical Center, San Francisco, CA;,Department of Psychiatry, University of California, San Francisco, San Francisco, CA
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Brown M, Kuperberg GR. A Hierarchical Generative Framework of Language Processing: Linking Language Perception, Interpretation, and Production Abnormalities in Schizophrenia. Front Hum Neurosci 2015; 9:643. [PMID: 26640435 PMCID: PMC4661240 DOI: 10.3389/fnhum.2015.00643] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2015] [Accepted: 11/12/2015] [Indexed: 12/27/2022] Open
Abstract
Language and thought dysfunction are central to the schizophrenia syndrome. They are evident in the major symptoms of psychosis itself, particularly as disorganized language output (positive thought disorder) and auditory verbal hallucinations (AVHs), and they also manifest as abnormalities in both high-level semantic and contextual processing and low-level perception. However, the literatures characterizing these abnormalities have largely been separate and have sometimes provided mutually exclusive accounts of aberrant language in schizophrenia. In this review, we propose that recent generative probabilistic frameworks of language processing can provide crucial insights that link these four lines of research. We first outline neural and cognitive evidence that real-time language comprehension and production normally involve internal generative circuits that propagate probabilistic predictions to perceptual cortices - predictions that are incrementally updated based on prediction error signals as new inputs are encountered. We then explain how disruptions to these circuits may compromise communicative abilities in schizophrenia by reducing the efficiency and robustness of both high-level language processing and low-level speech perception. We also argue that such disruptions may contribute to the phenomenology of thought-disordered speech and false perceptual inferences in the language system (i.e., AVHs). This perspective suggests a number of productive avenues for future research that may elucidate not only the mechanisms of language abnormalities in schizophrenia, but also promising directions for cognitive rehabilitation.
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Affiliation(s)
- Meredith Brown
- Department of Psychiatry–Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, CharlestownMA, USA
- Department of Psychology, Tufts University, MedfordMA, USA
| | - Gina R. Kuperberg
- Department of Psychiatry–Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, CharlestownMA, USA
- Department of Psychology, Tufts University, MedfordMA, USA
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Truelove-Hill M, Yadon CA. Auditory sensory gating and performance on the Delis–Kaplan Executive Function System. JOURNAL OF COGNITIVE PSYCHOLOGY 2015. [DOI: 10.1080/20445911.2015.1053486] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Keshavan MS, Mehta UM, Padmanabhan JL, Shah JL. Dysplasticity, metaplasticity, and schizophrenia: Implications for risk, illness, and novel interventions. Dev Psychopathol 2015; 27:615-35. [PMID: 25997775 PMCID: PMC6283269 DOI: 10.1017/s095457941500019x] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
In this paper, we review the history of the concept of neuroplasticity as it relates to the understanding of neuropsychiatric disorders, using schizophrenia as a case in point. We briefly review the myriad meanings of the term neuroplasticity, and its neuroscientific basis. We then review the evidence for aberrant neuroplasticity and metaplasticity associated with schizophrenia as well as the risk for developing this illness, and discuss the implications of such understanding for prevention and therapeutic interventions. We argue that the failure and/or altered timing of plasticity of critical brain circuits might underlie cognitive and deficit symptoms, and may also lead to aberrant plastic reorganization in other circuits, leading to affective dysregulation and eventually psychosis. This "dysplastic" model of schizophrenia can suggest testable etiology and treatment-relevant questions for the future.
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Affiliation(s)
- Matcheri S. Keshavan
- Department of Psychiatry, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, United States
| | - Urvakhsh Meherwan Mehta
- Department of Psychiatry, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, United States
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Jaya L. Padmanabhan
- Department of Psychiatry, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, United States
| | - Jai L. Shah
- Douglas Hospital Research Center and Department of Psychiatry, McGill University, Montreal, Quebec, Canada
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Targeted training modifies oscillatory brain activity in schizophrenia patients. NEUROIMAGE-CLINICAL 2015; 7:807-14. [PMID: 26082889 PMCID: PMC4459048 DOI: 10.1016/j.nicl.2015.03.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Revised: 03/03/2015] [Accepted: 03/15/2015] [Indexed: 01/01/2023]
Abstract
Effects of both domain-specific and broader cognitive remediation protocols have been reported for neural activity and overt performance in schizophrenia (SZ). Progress is limited by insufficient knowledge of relevant neural mechanisms. Addressing neuronal signal resolution in the auditory system as a mechanism contributing to cognitive function and dysfunction in schizophrenia, the present study compared effects of two neuroplasticity-based training protocols targeting auditory–verbal or facial affect discrimination accuracy and a standard rehabilitation protocol on magnetoencephalographic (MEG) oscillatory brain activity in an auditory paired-click task. SZ were randomly assigned to either 20 daily 1-hour sessions over 4 weeks of auditory–verbal training (N = 19), similarly intense facial affect discrimination training (N = 19), or 4 weeks of treatment as usual (TAU, N = 19). Pre-training, the 57 SZ showed smaller click-induced posterior alpha power modulation than did 28 healthy comparison participants, replicating Popov et al. (2011b). Abnormally small alpha decrease 300–800 ms around S2 improved more after targeted auditory–verbal training than after facial affect training or TAU. The improvement in oscillatory brain dynamics with training correlated with improvement on a measure of verbal learning. Results replicate previously reported effects of neuroplasticity-based psychological training on oscillatory correlates of auditory stimulus differentiation, encoding, and updating and indicate specificity of cortical training effects. Induced posterior alpha power modulation in auditory paired-click design is abnormally small in schizophrenia patients. Abnormal alpha power modulation improved after neuroplasticity-based auditory training. Results confirm targeted training effects on oscillatory correlates of auditory stimulus discrimination, encoding, updating. No similar effects of visual affect discrimination training on alpha power indicate specificity of cortical training effects.
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