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Warren TL, Tubbs JD, Lesh TA, Corona MB, Pakzad SS, Albuquerque MD, Singh P, Zarubin V, Morse SJ, Sham PC, Carter CS, Nord AS. Association of neurotransmitter pathway polygenic risk with specific symptom profiles in psychosis. Mol Psychiatry 2024; 29:2389-2398. [PMID: 38491343 DOI: 10.1038/s41380-024-02457-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 01/19/2024] [Accepted: 01/24/2024] [Indexed: 03/18/2024]
Abstract
A primary goal of psychiatry is to better understand the pathways that link genetic risk to psychiatric symptoms. Here, we tested association of diagnosis and endophenotypes with overall and neurotransmitter pathway-specific polygenic risk in patients with early-stage psychosis. Subjects included 205 demographically diverse cases with a psychotic disorder who underwent comprehensive psychiatric and neurological phenotyping and 115 matched controls. Following genotyping, we calculated polygenic scores (PGSs) for schizophrenia (SZ) and bipolar disorder (BP) using Psychiatric Genomics Consortium GWAS summary statistics. To test if overall genetic risk can be partitioned into affected neurotransmitter pathways, we calculated pathway PGSs (pPGSs) for SZ risk affecting each of four major neurotransmitter systems: glutamate, GABA, dopamine, and serotonin. Psychosis subjects had elevated SZ PGS versus controls; cases with SZ or BP diagnoses had stronger SZ or BP risk, respectively. There was no significant association within psychosis cases between individual symptom measures and overall PGS. However, neurotransmitter-specific pPGSs were moderately associated with specific endophenotypes; notably, glutamate was associated with SZ diagnosis and with deficits in cognitive control during task-based fMRI, while dopamine was associated with global functioning. Finally, unbiased endophenotype-driven clustering identified three diagnostically mixed case groups that separated on primary deficits of positive symptoms, negative symptoms, global functioning, and cognitive control. All clusters showed strong genome-wide risk. Cluster 2, characterized by deficits in cognitive control and negative symptoms, additionally showed specific risk concentrated in glutamatergic and GABAergic pathways. Due to the intensive characterization of our subjects, the present study was limited to a relatively small cohort. As such, results should be followed up with additional research at the population and mechanism level. Our study suggests pathway-based PGS analysis may be a powerful path forward to study genetic mechanisms driving psychiatric endophenotypes.
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Affiliation(s)
- Tracy L Warren
- Department of Neurobiology, Physiology and Behavior, University of California, Davis, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
- Center for Neuroscience, University of California, Davis, CA, USA
| | - Justin D Tubbs
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Tyler A Lesh
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Mylena B Corona
- Department of Neurobiology, Physiology and Behavior, University of California, Davis, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
- Center for Neuroscience, University of California, Davis, CA, USA
| | - Sarvenaz S Pakzad
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Marina D Albuquerque
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Praveena Singh
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Vanessa Zarubin
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
- Department of Psychology, Northwestern University, Evanston, IL, USA
| | - Sarah J Morse
- Department of Neurobiology, Physiology and Behavior, University of California, Davis, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
- Center for Neuroscience, University of California, Davis, CA, USA
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
| | - Pak Chung Sham
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR.
- Centre for PanorOmic Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR.
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR.
| | - Cameron S Carter
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA.
- Department of Psychiatry and Human Behavior, University of California, Irvine, CA, USA.
| | - Alex S Nord
- Department of Neurobiology, Physiology and Behavior, University of California, Davis, CA, USA.
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA.
- Center for Neuroscience, University of California, Davis, CA, USA.
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2
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Thunberg P, Reingardt M, Rode J, Msghina M. Categorical and dimensional aspects of stimulant medication effects in adult patients with ADHD and healthy controls. Front Pharmacol 2024; 15:1412178. [PMID: 39050752 PMCID: PMC11266130 DOI: 10.3389/fphar.2024.1412178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 06/24/2024] [Indexed: 07/27/2024] Open
Abstract
Psychiatric disorders are categorized on the basis of presence and absence of diagnostic criteria using classification systems such as the international classification of diseases (ICD) and the diagnostic and statistical manual for mental disorders (DSM). The research domain criteria (RDoC) initiative provides an alternative dimensional framework for conceptualizing mental disorders. In the present paper, we studied neural and behavioral effects of central stimulant (CS) medication in adults with attention deficit hyperactivity disorder (ADHD) and healthy controls using categorical and dimensional stratifications. AX-Continuous Performance Task (AX-CPT) was utilized for the later purpose, and participants were classified as "reactive" or "proactive" based on their baseline proactive behavioral index (PBI). Out of the 65 individuals who participated (33 healthy controls and 32 patients with ADHD), 53 were included in the final analysis that consisted of 31 healthy controls and 22 ADHD patients. For the dimensional stratification, a median split of PBI scores divided participants into "reactive" and "proactive" groups irrespective of whether they had ADHD or not. Participants performed AX-CPT in conjunction with functional magnetic resonance imaging (fMRI) before and after CS medication. We found no significant within or between group CS effect when participants were categorically assigned as healthy controls and ADHD patients. For the dimensional stratification, however, CS selectively increased activation in frontoparietal cognitive areas and induced a shift towards proactive control mode in the reactive group, without significantly affecting the proactive group. In conclusion, the neural and behavioral effects of CS were more clear-cut when participants were stratified into dimensional groups rather than diagnostic categories.
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Affiliation(s)
- Per Thunberg
- Center for Experimental and Biomedical Imaging in Örebro (CEBIO), Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Department of Radiology and Medical Physics, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Maria Reingardt
- Department of Psychiatry, School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Centre for Clinical Research and Education, Central Hospital, Karlstad, Sweden
| | - Julia Rode
- Center for Experimental and Biomedical Imaging in Örebro (CEBIO), Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Mussie Msghina
- Department of Psychiatry, School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
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3
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Smucny J, Wylie KP, Lesh TA, Carter CS, Tregellas JR. Whole-brain intrinsic functional connectivity predicts symptoms and functioning in early psychosis. J Psychiatr Res 2024; 175:411-417. [PMID: 38781675 PMCID: PMC11374471 DOI: 10.1016/j.jpsychires.2024.05.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 05/13/2024] [Accepted: 05/16/2024] [Indexed: 05/25/2024]
Abstract
Theories of psychotic illness suggest that abnormal intrinsic functional connectivity may explain its characteristic positive and disorganization symptoms as well as lead to impaired general functioning. Here we used resting state functional magnetic resonance imaging (fMRI) to evaluate associations between these symptoms and the degree to which global connectivity is abnormal in early psychosis (EP). Eighty-six healthy controls (HCs) and 108 individuals with EP with resting state fMRI data were included in primary analyses. The EP group included 83 participants with schizophrenia-spectrum disorders and 25 with bipolar disorder type I with psychotic features. A global intrinsic connectivity "similarity index" for each EP individual was determined by calculating its correlation with the average HC connectivity matrix extracted using Schaefer atlases of multiple parcellations (100, 200, 300, and 400 region parcellations). As hypothesized, connectivity similarity with the average HC matrix was negatively associated with Brief Psychiatric Rating Scale total score, Scale for the Assessment of Positive Symptoms total score, and disorganization symptoms. Similarity was also positively associated with Global Assessment of Functioning score. Results were not driven by sex or diagnosis effects and were consistent across parcellation schemes. These results support the hypothesis that changes in whole-brain connectivity patterns are associated with psychosis symptoms and support the use of functional connectivity as a biomarker for these symptoms in EP.
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Affiliation(s)
- Jason Smucny
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, USA.
| | - Korey P Wylie
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, USA
| | - Tyler A Lesh
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, USA
| | - Cameron S Carter
- Department of Psychiatry and Human Behavior, University of California, Irvine, USA
| | - Jason R Tregellas
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, USA; Research Service, Rocky Mountain Regional VA Medical Center, USA
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Cheng H, Chafee MV, Blackman RK, Brown JW. Monkey Prefrontal Cortex Learns to Minimize Sequence Prediction Error. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.28.582611. [PMID: 38464188 PMCID: PMC10925260 DOI: 10.1101/2024.02.28.582611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
In this study, we develop a novel recurrent neural network (RNN) model of pre-frontal cortex that predicts sensory inputs, actions, and outcomes at the next time step. Synaptic weights in the model are adjusted to minimize sequence prediction error, adapting a deep learning rule similar to those of large language models. The model, called Sequence Prediction Error Learning (SPEL), is a simple RNN that predicts world state at the next time step, but that differs from standard RNNs by using its own prediction errors from the previous state predictions as inputs to the hidden units of the network. We show that the time course of sequence prediction errors generated by the model closely matched the activity time courses of populations of neurons in macaque prefrontal cortex. Hidden units in the model responded to combinations of task variables and exhibited sensitivity to changing stimulus probability in ways that closely resembled monkey prefrontal neurons. Moreover, the model generated prolonged response times to infrequent, unexpected events as did monkeys. The results suggest that prefrontal cortex may generate internal models of the temporal structure of the world even during tasks that do not explicitly depend on temporal expectation, using a sequence prediction error minimization learning rule to do so. As such, the SPEL model provides a unified, general-purpose theoretical framework for modeling the lateral prefrontal cortex.
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Weiss F, Schwarz K, Endrass T. Exploring the relationship between context and obsessions in individuals with obsessive-compulsive disorder symptoms: a narrative review. Front Psychiatry 2024; 15:1353962. [PMID: 38419899 PMCID: PMC10899460 DOI: 10.3389/fpsyt.2024.1353962] [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: 12/11/2023] [Accepted: 01/31/2024] [Indexed: 03/02/2024] Open
Abstract
Obsessions in obsessive-compulsive disorder (OCD) have long been proposed to differ from intrusive thoughts in unaffected individuals based on appraisal of the thoughts. However, more recent research indicates that cognitive processes behind obsessions may differ significantly from those in healthy individuals concerning their contextual relationship. This narrative literature review summarizes current evidence for the role of context-relatedness for obsessions in OCD and intrusive thoughts in affected and unaffected individuals. The review encompasses a total of five studies, two of which include individuals diagnosed with OCD (one study also includes a group of unaffected control individuals), while the other three studies investigate the relationship between OCD symptoms and context in unaffected individuals. As assessed by mainly self-reports, the review examines the connection between thoughts and their context, shedding light on how the repetition and automaticity of thoughts, as well as their detachment from context over time contribute to defining obsessions in contrast to intrusive thoughts. However, the link with context depends on the content of the obsessions. We propose the term "decontextualization of thoughts" to describe the phenomenon that obsessions gradually lose their connection with external context during the development of OCD. Future research should investigate whether this hypothesis can be supported by experimental evidence and identify whether this shift might be more likely a cause or a consequence of the disorder.
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Affiliation(s)
- Franziska Weiss
- Chair of Addiction Research, Institute of Clinical Psychology and Psychotherapy, Technische Universität Dresden, Dresden, Germany
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6
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Crowe DA, Willow A, Blackman RK, DeNicola AL, Chafee MV, Amirikian B. A prefrontal network model operating near steady and oscillatory states links spike desynchronization and synaptic deficits in schizophrenia. eLife 2024; 13:e79352. [PMID: 38319151 PMCID: PMC10863986 DOI: 10.7554/elife.79352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 11/24/2023] [Indexed: 02/07/2024] Open
Abstract
Schizophrenia results in part from a failure of prefrontal networks but we lack full understanding of how disruptions at a synaptic level cause failures at the network level. This is a crucial gap in our understanding because it prevents us from discovering how genetic mutations and environmental risks that alter synaptic function cause prefrontal network to fail in schizophrenia. To address that question, we developed a recurrent spiking network model of prefrontal local circuits that can explain the link between NMDAR synaptic and 0-lag spike synchrony deficits we recently observed in a pharmacological monkey model of prefrontal network failure in schizophrenia. We analyze how the balance between AMPA and NMDA components of recurrent excitation and GABA inhibition in the network influence oscillatory spike synchrony to inform the biological data. We show that reducing recurrent NMDAR synaptic currents prevents the network from shifting from a steady to oscillatory state in response to extrinsic inputs such as might occur during behavior. These findings strongly parallel dynamic modulation of 0-lag spike synchrony we observed between neurons in monkey prefrontal cortex during behavior, as well as the suppression of this 0-lag spiking by administration of NMDAR antagonists. As such, our cortical network model provides a plausible mechanism explaining the link between NMDAR synaptic and 0-lag spike synchrony deficits observed in a pharmacological monkey model of prefrontal network failure in schizophrenia.
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Affiliation(s)
- David A Crowe
- Department of Biology, Augsburg UniversityMinneapolisUnited States
| | - Andrew Willow
- Department of Biology, Augsburg UniversityMinneapolisUnited States
| | - Rachael K Blackman
- Department of Neuroscience, University of MinnesotaMinneapolisUnited States
- Medical Scientist Training Program (MD/PhD), University of MinnesotaMinneapolisUnited States
- Brain Sciences Center, VA Medical CenterMinneapolisUnited States
| | - Adele L DeNicola
- Department of Neuroscience, University of MinnesotaMinneapolisUnited States
- Brain Sciences Center, VA Medical CenterMinneapolisUnited States
| | - Matthew V Chafee
- Department of Neuroscience, University of MinnesotaMinneapolisUnited States
- Brain Sciences Center, VA Medical CenterMinneapolisUnited States
- Center for Cognitive Sciences, University of MinnesotaMinneapolisUnited States
| | - Bagrat Amirikian
- Department of Neuroscience, University of MinnesotaMinneapolisUnited States
- Brain Sciences Center, VA Medical CenterMinneapolisUnited States
- Center for Cognitive Sciences, University of MinnesotaMinneapolisUnited States
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7
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Lesh TA, Rhilinger J, Brower R, Mawla AM, Ragland JD, Niendam TA, Carter CS. Using Task-fMRI to Explore the Relationship Between Lifetime Cannabis Use and Cognitive Control in Individuals With First-Episode Schizophrenia. SCHIZOPHRENIA BULLETIN OPEN 2024; 5:sgae016. [PMID: 39144106 PMCID: PMC11317632 DOI: 10.1093/schizbullopen/sgae016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/16/2024]
Abstract
While continued cannabis use and misuse in individuals with schizophrenia is associated with a variety of negative outcomes, individuals with a history of use tend to show higher cognitive performance compared to non-users. While this is replicated in the literature, few studies have used task-based functional magnetic resonance imaging (fMRI) to evaluate whether the brain networks underpinning these cognitive features are similarly impacted. Forty-eight first-episode individuals with schizophrenia (FES) with a history of cannabis use (FES + CAN), 28 FES individuals with no history of cannabis use (FES-CAN), and 59 controls (CON) performed the AX-Continuous Performance Task during fMRI. FES+CAN showed higher cognitive control performance (d'-context) compared to FES-CAN (P < .05, ηp 2 = 0.053), and both FES+CAN (P < .05, ηp 2 = 0.049) and FES-CAN (P < .001, ηp 2 = 0.216) showed lower performance compared to CON. FES+CAN (P < .05, ηp 2 = 0.055) and CON (P < 0.05, ηp 2 = 0.058) showed higher dorsolateral prefrontal cortex (DLPFC) activation during the task compared to FES-CAN, while FES+CAN and CON were not significantly different. Within the FES+CAN group, the younger age of initiation of cannabis use was associated with lower IQ and lower global functioning. More frequent use was also associated with higher reality distortion symptoms at the time of the scan. These data are consistent with previous literature suggesting that individuals with schizophrenia and a history of cannabis use have higher cognitive control performance. For the first time, we also reveal that FES+CAN have higher DLPFC brain activity during cognitive control compared to FES-CAN. Several possible explanations for these findings are discussed.
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Affiliation(s)
- Tyler A Lesh
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Joshua Rhilinger
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Rylee Brower
- Department of Psychology, University of Minnesota, Minneapolis, MN, USA
| | - Alex M Mawla
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - J Daniel Ragland
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Tara A Niendam
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - Cameron S Carter
- Department of Psychiatry and Human Behavior, University of California, Irvine, CA, USA
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Smucny J, Hanks TD, Lesh TA, Carter CS. Altered Associations Between Task Performance and Dorsolateral Prefrontal Cortex Activation During Cognitive Control in Schizophrenia. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2023; 8:1050-1057. [PMID: 37295646 PMCID: PMC11189634 DOI: 10.1016/j.bpsc.2023.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 05/11/2023] [Accepted: 05/31/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Dysfunctional cognitive control processes are now well understood to be core features of schizophrenia (SZ). A body of work suggests that the dorsolateral prefrontal cortex (DLPFC) plays a critical role in explaining cognitive control disruptions in SZ. Here, we examined relationships between DLPFC activation and drift rate (DR), a model-based performance measure that combines reaction time and accuracy, in people with SZ and healthy control (HC) participants. METHODS One hundred fifty-one people with recent-onset SZ spectrum disorders and 118 HC participants performed the AX-Continuous Performance Task during functional magnetic resonance imaging scanning. Proactive cognitive control-associated activation was extracted from left and right DLPFC regions of interest. Individual behavior was fit using a drift diffusion model, allowing DR to vary between task conditions. RESULTS Behaviorally, people with SZ showed significantly lower DRs than HC participants, particularly during high proactive control trial types ("B" trials). Recapitulating previous findings, the SZ group also demonstrated reduced cognitive control-associated DLPFC activation compared with HC participants. Furthermore, significant group differences were also observed in the relationship between left and right DLPFC activation with DR, such that positive relationships between DR and activation were found in HC participants but not in people with SZ. CONCLUSIONS These results suggest that DLPFC activation is less associated with cognitive control-related behavioral performance enhancements in SZ. Potential mechanisms and implications are discussed.
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Affiliation(s)
- Jason Smucny
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Davis, California; Center for Neuroscience, University of California, Davis, Davis, California.
| | - Timothy D Hanks
- Center for Neuroscience, University of California, Davis, Davis, California; Department of Neurology, University of California, Davis, Davis, California
| | - Tyler A Lesh
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Davis, California; Center for Neuroscience, University of California, Davis, Davis, California
| | - Cameron S Carter
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Davis, California; Center for Neuroscience, University of California, Davis, Davis, California
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Smucny J, Lesh TA, Niendam TA, Ragland JD, Tully LM, Carter CS. Evidence for functional improvement in reward anticipation in recent onset schizophrenia after one year of coordinated specialty care. Psychol Med 2023; 53:6280-6287. [PMID: 36420704 PMCID: PMC10520583 DOI: 10.1017/s0033291722003592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 10/04/2022] [Accepted: 11/02/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND Motivational impairment associated with deficits in processing the anticipation of future reward is hypothesized to be a cardinal feature of schizophrenia spectrum disorders (SZ). Evidence from short-term follow-up (6-week post-treatment) studies suggests that these deficits may improve or be reversed with treatment, although longer-term outcomes are unknown. Here we examined the one-year trajectory of functional activation in brain circuitry associated with reward anticipation in people with recent onset SZ who participated in coordinated specialty care (CSC) treatment, hypothesizing normalization of brain response mirroring previous short-term findings in first-episode individuals. METHOD Blood oxygen level-dependent (BOLD) response in the dorsal anterior cingulate cortex, anterior insula, and ventral striatum (VS) associated with reward anticipation during the Incentivized Control Engagement Task (ICE-T) was analyzed in a baseline sample of 49 healthy controls (HCs) and 52 demographically matched people with SZ, with follow-up data available for 35 HCs and 17 people with SZ. RESULTS In agreement with our hypothesis, significant time × diagnosis interactions were observed across all regions, in which reward anticipation-associated BOLD response increased in SZ to above baseline HC levels at follow-up. Increased VS activation was associated with decreased reality distortion symptoms over the follow-up period. Baseline reward anticipation-associated BOLD response in the right anterior insula was associated with improvement in reality distortion symptoms. CONCLUSIONS These findings suggest that functional deficits in reward anticipation may be reversed after one year of CSC in recent onset participants with SZ, and that this improvement is associated with reduced positive symptoms in the illness.
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Affiliation(s)
- Jason Smucny
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, CA 95817, USA
| | - Tyler A. Lesh
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, CA 95817, USA
| | - Tara A. Niendam
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, CA 95817, USA
| | - J. Daniel Ragland
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, CA 95817, USA
| | - Laura M. Tully
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, CA 95817, USA
| | - Cameron S. Carter
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, CA 95817, USA
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Poikonen H, Duberg A, Eriksson M, Eriksson-Crommert M, Lund M, Möller M, Msghina M. "InMotion"-Mixed physical exercise program with creative movement as an intervention for adults with schizophrenia: study protocol for a randomized controlled trial. Front Hum Neurosci 2023; 17:1192729. [PMID: 37476005 PMCID: PMC10354340 DOI: 10.3389/fnhum.2023.1192729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 06/20/2023] [Indexed: 07/22/2023] Open
Abstract
Background Schizophrenia is among the world's top 10 causes of long-term disability with symptoms that lead to major problems in social and occupational functioning, and in self-care. Therefore, it is important to investigate the efficacy of complementary treatment options for conventionally used antipsychotic medication, such as physical training, and psychosocial interventions. Objective To combine aerobic and strength training with cognitive, emotional and social stimulation in one intervention for people with schizophrenia and test the feasibility and effects of this intervention. Methods The study is a mixed-method randomized controlled trial to evaluate the effects of a 12-week intervention for adults with schizophrenia. The treatment group (30 participants) will receive the intervention in addition to standard care and the control group (30 participants) only standard care. The intervention consists of 24 biweekly sessions with a duration of 60 min. The pre-test (weeks from 4 to 2 prior to the intervention) and post-test (week 12) include clinical measure (PANSS), quality of life, social performance, movement quantity, brain function and eye tracking measures. In addition, a treatment subgroup of 12-15 participants and their family member or other next of kin will complete a qualitative interview as a part of their post-test. Two follow-up tests, including clinical, quality of life, brain function and eye tracking will be made at 6 and 12 months from the completion of the intervention to both study groups. The primary outcome is change in negative symptoms. Secondary outcome measures include general and positive symptoms, quality of life, social performance, movement quantity, brain function and eye tracking. Explorative outcome includes patient and family member or other next of kin interview. Results Pilot data was collected by June 2023 and the main data collection will begin in September 2023. The final follow-up is anticipated to be completed by 2026. Conclusion The InMotion study will provide new knowledge on the feasibility, efficacy, and experiences of a novel intervention for adults with schizophrenia. The hypothesis is that regular participation in the intervention will reduce clinical symptoms, normalize physiological measures such as brain activation, and contribute to new active habits for the participants. Trial registration ClinicalTrials.gov, identifier NCT05673941.
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Affiliation(s)
- Hanna Poikonen
- Professorship for Learning Sciences and Higher Education, Department of Humanities, Social and Political Sciences, Swiss Federal Institute of Technology Zurich (ETH Zürich), Zürich, Switzerland
- University Health Care Research Center, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Anna Duberg
- University Health Care Research Center, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Faculty of Medicine and Health, School of Health Sciences, Örebro University, Örebro, Sweden
| | - Mats Eriksson
- Faculty of Medicine and Health, School of Health Sciences, Örebro University, Örebro, Sweden
| | - Martin Eriksson-Crommert
- University Health Care Research Center, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Faculty of Medicine and Health, School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Majja Lund
- Faculty of Medicine and Health, School of Health Sciences, Örebro University, Örebro, Sweden
| | - Margareta Möller
- University Health Care Research Center, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Faculty of Medicine and Health, School of Health Sciences, Örebro University, Örebro, Sweden
| | - Mussie Msghina
- Department of Psychiatry, School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
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Comparing the functional neuroanatomy of proactive and reactive control between patients with schizophrenia and healthy controls. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2023; 23:203-215. [PMID: 36418846 PMCID: PMC10166198 DOI: 10.3758/s13415-022-01036-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/15/2022] [Indexed: 11/27/2022]
Abstract
Cognitive control deficits are associated with impaired executive functioning in schizophrenia. The Dual Mechanisms of Control framework suggests that proactive control requires sustained dorsolateral prefrontal activity, whereas reactive control marshals a larger network. However, primate studies suggest these processes are maintained by dual-encoding regions. To distinguish between these theories, we compared the distinctiveness of proactive and reactive control functional neuroanatomy. In a reanalysis of data from a previous study, 47 adults with schizophrenia and 56 controls completed the Dot Pattern Expectancy task during an fMRI scan examining proactive and reactive control in frontoparietal and medial temporal regions. Areas suggesting specialized control or between-group differences were tested for association with symptoms and task performance. Elastic net models additionally explored these areas' predictive abilities regarding performance. Most regions were active in both reactive and proactive control. However, evidence of specialized proactive control was found in the left middle and superior frontal gyri. Control participants showed greater proactive control in the left middle and right inferior frontal gyri. Elastic net models moderately predicted task performance and implicated various frontal gyri regions in control participants, with additional involvement of anterior cingulate and posterior parietal regions for reactive control. Elastic nets for patient participants implicated the inferior and superior frontal gyri, and posterior parietal lobe. Specialized cognitive control was unassociated with either performance or schizophrenia symptomatology. Future work is needed to clarify the distinctiveness of proactive and reactive control, and its role in executive deficits in severe psychopathology.
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Using Nonhuman Primate Models to Reverse-Engineer Prefrontal Circuit Failure Underlying Cognitive Deficits in Schizophrenia. Curr Top Behav Neurosci 2023; 63:315-362. [PMID: 36607528 DOI: 10.1007/7854_2022_407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
In this chapter, I review studies in nonhuman primates that emulate the circuit failure in prefrontal cortex responsible for working memory and cognitive control deficits in schizophrenia. These studies have characterized how synaptic malfunction, typically induced by blockade of NMDAR, disrupts neural function and computation in prefrontal networks to explain errors in cognitive tasks that are seen in schizophrenia. This work is finding causal relationships between pathogenic events of relevance to schizophrenia at vastly different levels of scale, from synapses, to neurons, local, circuits, distributed networks, computation, and behavior. Pharmacological manipulation, the dominant approach in primate models, has limited construct validity for schizophrenia pathogenesis, as the disease results from a complex interplay between environmental, developmental, and genetic factors. Genetic manipulation replicating schizophrenia risk is more advanced in rodent models. Nonetheless, gene manipulation in nonhuman primates is rapidly advancing, and primate developmental models have been established. Integration of large scale neural recording, genetic manipulation, and computational modeling in nonhuman primates holds considerable potential to provide a crucial schizophrenia model moving forward. Data generated by this approach is likely to fill several crucial gaps in our understanding of the causal sequence leading to schizophrenia in humans. This causal chain presents a vexing problem largely because it requires understanding how events at very different levels of scale relate to one another, from genes to circuits to cognition to social interactions. Nonhuman primate models excel here. They optimally enable discovery of causal relationships across levels of scale in the brain that are relevant to cognitive deficits in schizophrenia. The mechanistic understanding of prefrontal circuit failure they promise to provide may point the way to more effective therapeutic interventions to restore function to prefrontal networks in the disease.
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13
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Frattaroli N, Geljic M, Runkowska D, Darke H, Reddyhough C, Mills T, Mitchell M, Hill R, Carter O, Sundram S. Cognitive and perceptual impairments in schizophrenia extend to other psychotic disorders but not schizotypy. Schizophr Res Cogn 2022; 30:100266. [PMID: 35959485 PMCID: PMC9361330 DOI: 10.1016/j.scog.2022.100266] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 07/22/2022] [Accepted: 07/25/2022] [Indexed: 11/16/2022] Open
Affiliation(s)
- Natalie Frattaroli
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Mia Geljic
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Dominika Runkowska
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Hayley Darke
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Caitlin Reddyhough
- Melbourne School of Psychological Sciences, Redmond Barry Building, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, VIC 3010, Australia
| | - Taylor Mills
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
- Melbourne School of Psychological Sciences, Redmond Barry Building, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, VIC 3010, Australia
| | - Matthew Mitchell
- Melbourne School of Psychological Sciences, Redmond Barry Building, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, VIC 3010, Australia
| | - Rachel Hill
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Olivia Carter
- Melbourne School of Psychological Sciences, Redmond Barry Building, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, VIC 3010, Australia
| | - Suresh Sundram
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
- Mental Health Program, Monash Health, Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
- Corresponding author at: Department of Psychiatry, School of Clinical Sciences, Monash University, Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria, Australia.
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14
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Moran EK, Gold JM, Carter CS, MacDonald AW, Ragland JD, Silverstein SM, Luck SJ, Barch DM. Both unmedicated and medicated individuals with schizophrenia show impairments across a wide array of cognitive and reinforcement learning tasks. Psychol Med 2022; 52:1115-1125. [PMID: 32799938 PMCID: PMC8095353 DOI: 10.1017/s003329172000286x] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Schizophrenia is a disorder characterized by pervasive deficits in cognitive functioning. However, few well-powered studies have examined the degree to which cognitive performance is impaired even among individuals with schizophrenia not currently on antipsychotic medications using a wide range of cognitive and reinforcement learning measures derived from cognitive neuroscience. Such research is particularly needed in the domain of reinforcement learning, given the central role of dopamine in reinforcement learning, and the potential impact of antipsychotic medications on dopamine function. METHODS The present study sought to fill this gap by examining healthy controls (N = 75), unmedicated (N = 48) and medicated (N = 148) individuals with schizophrenia. Participants were recruited across five sites as part of the CNTRaCS Consortium to complete tasks assessing processing speed, cognitive control, working memory, verbal learning, relational encoding and retrieval, visual integration and reinforcement learning. RESULTS Individuals with schizophrenia who were not taking antipsychotic medications, as well as those taking antipsychotic medications, showed pervasive deficits across cognitive domains including reinforcement learning, processing speed, cognitive control, working memory, verbal learning and relational encoding and retrieval. Further, we found that chlorpromazine equivalency rates were significantly related to processing speed and working memory, while there were no significant relationships between anticholinergic load and performance on other tasks. CONCLUSIONS These findings add to a body of literature suggesting that cognitive deficits are an enduring aspect of schizophrenia, present in those off antipsychotic medications as well as those taking antipsychotic medications.
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Affiliation(s)
- Erin K. Moran
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - James M. Gold
- Department of Psychiatry, Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD
| | | | | | | | - Steven M. Silverstein
- Department of Psychiatry, Rutgers Robert Wood Johnson Medical School Hospital, Piscataway, NJ
| | - Steven J. Luck
- Department of Psychology, University of California, Davis, CA
| | - Deanna M. Barch
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO
- Department of Radiology, Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
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15
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Magnetic resonance spectroscopic evidence of increased choline in the dorsolateral prefrontal and visual cortices in recent onset schizophrenia. Neurosci Lett 2022; 770:136410. [PMID: 34933057 PMCID: PMC9332487 DOI: 10.1016/j.neulet.2021.136410] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 11/09/2021] [Accepted: 12/15/2021] [Indexed: 12/30/2022]
Abstract
A complete characterization of neurometabolite profiles in the dorsolateral prefrontal cortex (DLPFC) in recent onset schizophrenia (SZ) remains elusive. Filling in this knowledge gap is essential in order to better understand how the neurochemistry of this region contributes to SZ pathology. To that end, DLPFC N-acetyl aspartate (NAA), myo-inositol, glutamate, choline, and creatine levels were examined by 3 T magnetic resonance spectroscopy (MRS) in recent onset individuals with SZ (n = 40) and healthy controls (HC) (n = 47). Metabolite levels were also examined in the visual cortex (VC) as a control region. People with SZ showed significantly higher choline in both the DLPFC and VC, but no differences in NAA, myo-inositol, glutamate, or creatine in either region. A trend-level negative correlation was also observed between DLPFC NAA and negative symptoms in SZ. Our results suggest that choline is increased in both the prefrontal and occipital cortices in recent onset SZ, and that DLPFC NAA levels may be inversely related to negative symptoms in the illness. The observed increase in choline-containing compounds in both DLPFC and VC in recent onset SZ could reflect increased membrane remodeling such as occurs in activated microglia and astrocytes in response to neuroinflammation.
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16
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Smucny J, Dienel SJ, Lewis DA, Carter CS. Mechanisms underlying dorsolateral prefrontal cortex contributions to cognitive dysfunction in schizophrenia. Neuropsychopharmacology 2022; 47:292-308. [PMID: 34285373 PMCID: PMC8617156 DOI: 10.1038/s41386-021-01089-0] [Citation(s) in RCA: 82] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 06/25/2021] [Accepted: 06/28/2021] [Indexed: 02/07/2023]
Abstract
Kraepelin, in his early descriptions of schizophrenia (SZ), characterized the illness as having "an orchestra without a conductor." Kraepelin further speculated that this "conductor" was situated in the frontal lobes. Findings from multiple studies over the following decades have clearly implicated pathology of the dorsolateral prefrontal cortex (DLPFC) as playing a central role in the pathophysiology of SZ, particularly with regard to key cognitive features such as deficits in working memory and cognitive control. Following an overview of the cognitive mechanisms associated with DLPFC function and how they are altered in SZ, we review evidence from an array of neuroscientific approaches addressing how these cognitive impairments may reflect the underlying pathophysiology of the illness. Specifically, we present evidence suggesting that alterations of the DLPFC in SZ are evident across a range of spatial and temporal resolutions: from its cellular and molecular architecture, to its gross structural and functional integrity, and from millisecond to longer timescales. We then present an integrative model based upon how microscale changes in neuronal signaling in the DLPFC can influence synchronized patterns of neural activity to produce macrocircuit-level alterations in DLPFC activation that ultimately influence cognition and behavior. We conclude with a discussion of initial efforts aimed at targeting DLPFC function in SZ, the clinical implications of those efforts, and potential avenues for future development.
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Affiliation(s)
- Jason Smucny
- Department of Psychiatry and Behavioral Sciences, University of California Davis Medical Center, Sacramento, CA, USA
- Center for Neuroscience, University of California Davis, Davis, CA, USA
| | - Samuel J Dienel
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Neuroscience, University of Pittsburgh, Pittsburgh, PA, USA
| | - David A Lewis
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.
- Department of Neuroscience, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Cameron S Carter
- Department of Psychiatry and Behavioral Sciences, University of California Davis Medical Center, Sacramento, CA, USA.
- Center for Neuroscience, University of California Davis, Davis, CA, USA.
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17
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Calvin OL, Redish AD. Global disruption in excitation-inhibition balance can cause localized network dysfunction and Schizophrenia-like context-integration deficits. PLoS Comput Biol 2021; 17:e1008985. [PMID: 34033641 PMCID: PMC8184155 DOI: 10.1371/journal.pcbi.1008985] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 06/07/2021] [Accepted: 04/20/2021] [Indexed: 12/22/2022] Open
Abstract
Poor context integration, the process of incorporating both previous and current information in decision making, is a cognitive symptom of schizophrenia. The maintenance of the contextual information has been shown to be sensitive to changes in excitation-inhibition (EI) balance. Many regions of the brain are sensitive to EI imbalances, however, so it is unknown how systemic manipulations affect the specific regions that are important to context integration. We constructed a multi-structure, biophysically-realistic agent that could perform context-integration as is assessed by the dot pattern expectancy task. The agent included a perceptual network, a memory network, and a decision making system and was capable of successfully performing the dot pattern expectancy task. Systemic manipulation of the agent’s EI balance produced localized dysfunction of the memory structure, which resulted in schizophrenia-like deficits at context integration. When the agent’s pyramidal cells were less excitatory, the agent fixated upon the cue and initiated responding later than the default agent, which were like the deficits one would predict that individuals on the autistic spectrum would make. This modelling suggests that it may be possible to parse between different types of context integration deficits by adding distractors to context integration tasks and by closely examining a participant’s reaction times. Schizophrenia is a debilitating mental health disorder and its underlying etiology is currently unknown. Neural imbalances in the neural excitation and inhibition of specific regions of the brain have been hypothesized to cause symptoms of schizophrenia. Most regions of the brain have specific excitation-inhibition balances that permit their functioning in the processing of information. How systemic changes in the excitation-inhibition balance cause specific deficits and dysfunction within neural circuits is unknown. A common cognitive deficit in schizophrenia is difficulty with context integration, which is the ability to successfully use previous and current information when making decisions. We assessed how this symptom could be caused by an imbalance in neural excitation and inhibition by simulating the effects of potential imbalances in a model agent. Global imbalances in the agent’s neural excitation and inhibition led to impairment of specific circuits. These dysfunctional circuits produced behavioral deficits that were like those observed in individuals with schizophrenia. These simulations suggested how specific neural circuits may be disrupted by global changes in excitation or inhibition, ways to improve the assessment of context integration, new approaches to analyzing behavior, and why it may be beneficial to assess context integration in autism spectrum disorder.
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Affiliation(s)
- Olivia L. Calvin
- Department of Neuroscience, University of Minnesota, Minneapolis, Minnesota, United State of America
- Department of Psychiatry & Behavioral Sciences, University of Minnesota, Minneapolis, Minnesota, United State of America
| | - A. David Redish
- Department of Neuroscience, University of Minnesota, Minneapolis, Minnesota, United State of America
- * E-mail:
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18
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Guo JY, Lesh TA, Niendam TA, Ragland JD, Tully LM, Carter CS. Brain free water alterations in first-episode psychosis: a longitudinal analysis of diagnosis, course of illness, and medication effects. Psychol Med 2021; 51:1001-1010. [PMID: 31910929 PMCID: PMC7340574 DOI: 10.1017/s0033291719003969] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND Multiple lines of evidence suggest the presence of altered neuroimmune processes in patients with schizophrenia (Sz) and severe mood disorders. Recent studies using a novel free water diffusion tensor imaging (FW DTI) approach, proposed as a putative biomarker of neuroinflammation, atrophy, or edema, have shown significantly increased FW in patients with Sz. However no studies to date have investigated the longitudinal stability of FW alterations during the early course of psychosis, nor have studies focused separately on FE psychosis patients with Sz or bipolar disorder (BD) with psychotic features. METHODS The current study included 188 participants who underwent diffusion magnetic resonance imaging scanning at baseline. Sixty-four participants underwent follow-up rescanning after 12 months. DTI-based alterations in patients were calculated using voxelwise tract-based spatial statistics and region of interest analyses. RESULTS Patients with FE psychosis, both Sz and BD, exhibited increased FW at illness onset which remained unchanged over the 12-month follow-up period. Preliminary analyses suggested that antipsychotic medication exposure was associated with higher FW in gray matter that reached significance in the BD group. Higher FW in white matter correlated with negative symptom severity. CONCLUSIONS Our results support the presence of elevated FW at the onset of psychosis in both Sz and BD, which remains stable during the early course of the illness, with no evidence of either progression or remission.
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Affiliation(s)
- J. Y. Guo
- Imaging Research Center, the University of California at Davis, Sacramento, CA, USA
- Center for Neuroscience, the University of California at Davis, Davis, CA, USA
| | - T. A. Lesh
- Imaging Research Center, the University of California at Davis, Sacramento, CA, USA
- Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - T. A. Niendam
- Imaging Research Center, the University of California at Davis, Sacramento, CA, USA
- Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - J. D. Ragland
- Imaging Research Center, the University of California at Davis, Sacramento, CA, USA
- Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - L. M. Tully
- Imaging Research Center, the University of California at Davis, Sacramento, CA, USA
- Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
| | - C. S. Carter
- Imaging Research Center, the University of California at Davis, Sacramento, CA, USA
- Center for Neuroscience, the University of California at Davis, Davis, CA, USA
- Psychiatry and Behavioral Sciences, University of California, Davis, CA, USA
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19
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Ramain J, Mohr C, Abu‐Akel A. How Cognitive Control, Autistic and Schizotypal Traits Shape Context Adaptation of Divergent Thinking. JOURNAL OF CREATIVE BEHAVIOR 2021. [DOI: 10.1002/jocb.489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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20
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Grattan RE, Tryon VL, Carter CS, Niendam TA. Suicide behavior is associated with childhood emotion dysregulation but not trait impulsivity in first episode psychosis. Psychiatry Res 2020; 294:113517. [PMID: 33113453 PMCID: PMC7719600 DOI: 10.1016/j.psychres.2020.113517] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Accepted: 10/18/2020] [Indexed: 11/16/2022]
Abstract
Historically, research on suicide behavior has not included those experiencing first episode psychosis (FEP), hindering prevention efforts for this population. Emotion dysregulation and impulsivity represent two mechanisms that contribute to suicide, but these have not been examined in FEP. We hypothesize that the combination of trait impulsivity and childhood emotion dysregulation are associated with suicide behavior (SB) and ideation (SI) in those experiencing FEP. Participants were recruited from an Early Psychosis Program (N=80, ages 12-32, 65% male). Clinician ratings of symptoms and history of SI and SB were obtained at baseline. Participants also completed self-report measures of childhood emotion dysregulation and trait impulsivity. Regression analyses examined whether childhood emotion dysregulation and trait impulsivity individually or in combination were associated with SI and SB, and the severity of SI and SB. Childhood emotion dysregulation was significantly associated with a history of SB and its severity, but not SI. Attention impulsivity was associated with the severity of SI. However, other impulsivity types, and interactions were not associated with a history of SI or SB. This suggests childhood emotion dysregulation is a potential target for prevention of SB in FEP, while trait impulsivity may be less important in this effort.
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Affiliation(s)
- Rebecca E Grattan
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA, USA
| | - Valerie L Tryon
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA, USA
| | - Cameron S Carter
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA, USA
| | - Tara A Niendam
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA, USA.
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21
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Li C, Dong M, Womer FY, Han S, Yin Y, Jiang X, Wei Y, Duan J, Feng R, Zhang L, Zhang X, Wang F, Tang Y, Xu K. Transdiagnostic time-varying dysconnectivity across major psychiatric disorders. Hum Brain Mapp 2020; 42:1182-1196. [PMID: 33210798 PMCID: PMC7856647 DOI: 10.1002/hbm.25285] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 10/23/2020] [Accepted: 11/03/2020] [Indexed: 12/21/2022] Open
Abstract
Dynamic functional connectivity (DFC) analysis can capture time‐varying properties of connectivity. However, studies on large samples using DFC to investigate transdiagnostic dysconnectivity across schizophrenia (SZ), bipolar disorder (BD), and major depressive disorder (MDD) are rare. In this study, we used resting‐state functional magnetic resonance imaging and a sliding‐window method to study DFC in a total of 610 individuals (150 with SZ, 100 with BD, 150 with MDD, and 210 healthy controls [HC]) at a single site. Using k‐means clustering, DFCs were clustered into three functional connectivity states: one was a more frequent state with moderate positive and negative connectivity (State 1), and the other two were less frequent states with stronger positive and negative connectivity (State 2 and State 3). Significant 4‐group differences (SZ, BD, MDD, and HC groups; q < .05, false‐discovery rate [FDR]‐corrected) in DFC were nearly only in State 1. Post hoc analyses (q < .05, FDR‐corrected) in State 1 showed that transdiagnostic dysconnectivity patterns among SZ, BD and MDD featured consistently decreased connectivity within most networks (the visual, somatomotor, salience and frontoparietal networks), which was most obvious in both range and extent for SZ. Our findings suggest that there is more common dysconnectivity across SZ, BD and MDD than we previously expected and that such dysconnectivity is state‐dependent, which provides new insights into the pathophysiological mechanism of major psychiatric disorders.
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Affiliation(s)
- Chao Li
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China.,Brain Function Research Section, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Mengshi Dong
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China.,Brain Function Research Section, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Fay Y Womer
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Shaoqiang Han
- Department of MRI, The First Affiliated Hospital of ZhengZhou University, ZhengZhou, China
| | - Yi Yin
- Guangdong Second Provincial General Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Xiaowei Jiang
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China.,Brain Function Research Section, The First Affiliated Hospital of China Medical University, Shenyang, China.,Department of Psychiatry, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Yange Wei
- Brain Function Research Section, The First Affiliated Hospital of China Medical University, Shenyang, China.,Department of Psychiatry, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Jia Duan
- Brain Function Research Section, The First Affiliated Hospital of China Medical University, Shenyang, China.,Department of Psychiatry, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Ruiqi Feng
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China.,Brain Function Research Section, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Luheng Zhang
- Brain Function Research Section, The First Affiliated Hospital of China Medical University, Shenyang, China.,Department of Psychiatry, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Xizhe Zhang
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China.,Nanjing Brain Hospital, Nanjing Medical University, Nanjing, China
| | - Fei Wang
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China.,Brain Function Research Section, The First Affiliated Hospital of China Medical University, Shenyang, China.,Department of Psychiatry, The First Affiliated Hospital of China Medical University, Shenyang, China.,Department of Psychiatry, Yale School of Medicine, New Haven, Connecticut, USA
| | - Yanqing Tang
- Brain Function Research Section, The First Affiliated Hospital of China Medical University, Shenyang, China.,Department of Psychiatry, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Ke Xu
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China.,Brain Function Research Section, The First Affiliated Hospital of China Medical University, Shenyang, China
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22
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Boudewyn MA, Scangos K, Ranganath C, Carter CS. Using prefrontal transcranial direct current stimulation (tDCS) to enhance proactive cognitive control in schizophrenia. Neuropsychopharmacology 2020; 45:1877-1883. [PMID: 32604401 PMCID: PMC7608454 DOI: 10.1038/s41386-020-0750-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 06/16/2020] [Accepted: 06/19/2020] [Indexed: 11/09/2022]
Abstract
The goal of this study was to use transcranial direct current stimulation (tDCS) to examine the role of the prefrontal cortex (PFC) in neural oscillatory activity associated with proactive cognitive control in schizophrenia. To do so, we tested the impact of PFC-targeted tDCS on behavioral and electrophysiological markers of proactive cognitive control engagement in individuals with schizophrenia. Using a within-participants, double-blinded, sham-controlled crossover design, we recorded EEG while participants with schizophrenia completed a proactive cognitive control task (the Dot Pattern Expectancy (DPX) Task), after receiving 20 min of active prefrontal stimulation at 2 mA or sham stimulation. We hypothesized that active stimulation would enhance proactive cognitive control, leading to changes in behavioral performance on the DPX task and in activity in the gamma frequency band during key periods of the task designed to tax proactive cognitive control. The results showed significant changes in the pattern of error rates and increases in EEG gamma power as a function of tDCS condition (active or sham), that were indicative of enhanced proactive cognitive control. These findings, considered alongside our previous work in healthy adults, provides novel support for the role gamma oscillations in proactive cognitive control and they suggest that frontal tDCS may be a promising approach to enhance proactive cognitive control in schizophrenia.
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Affiliation(s)
- Megan A. Boudewyn
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, CA USA
| | - Katherine Scangos
- grid.266102.10000 0001 2297 6811University of California, San Francisco, CA USA
| | - Charan Ranganath
- grid.27860.3b0000 0004 1936 9684University of California, Davis, CA USA
| | - Cameron S. Carter
- grid.27860.3b0000 0004 1936 9684University of California, Davis, CA USA
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23
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Smucny J, Lesh TA, Zarubin VC, Niendam TA, Ragland JD, Tully LM, Carter CS. One-Year Stability of Frontoparietal Cognitive Control Network Connectivity in Recent Onset Schizophrenia: A Task-Related 3T fMRI Study. Schizophr Bull 2020; 46:1249-1258. [PMID: 31903495 PMCID: PMC7505169 DOI: 10.1093/schbul/sbz122] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Kraepelinian theory posits that schizophrenia (SZ) is a degenerative disorder that worsens throughout the lifespan. Behavioral studies of cognition have since challenged that viewpoint, particularly in the early phases of illness. Nonetheless, the extent to which cognition remains functionally stable during the early course of illness is unclear, particularly with regard to task-associated connectivity in cognition-related brain networks. In this study, we examined the 1-year stability of the frontoparietal control network during the AX-Continuous Performance Task (AX-CPT) from a new baseline sample of 153 participants scanned at 3T, of which 29 recent onset individuals with SZ and 42 healthy control (HC) participants had follow-up data available for analysis. Among individuals that had both baseline and follow-up data, reduced functional connectivity in SZ was observed between the dorsolateral prefrontal cortex (DLPFC) and superior parietal cortex (SPC) during the high control (B cue) condition. Furthermore, this deficit was stable over time, as no significant time × diagnosis interaction or effects of time were observed and intraclass correlation coefficients were greater than 0.6 in HCs and SZ. Previous 1.5T findings showing stable deficits with no evidence of degeneration in performance or DLPFC activation in an independent SZ sample were replicated. Overall, these results suggest that the neuronal circuitry supporting cognitive control is stably impaired during the early course of illness in SZ across multiple levels of analysis with no evidence of functional decline.
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Affiliation(s)
- Jason Smucny
- Department of Psychiatry and Behavioral Sciences, Center for Neuroscience, University of California, Davis, CA
| | - Tyler A Lesh
- Department of Psychiatry and Behavioral Sciences, Center for Neuroscience, University of California, Davis, CA
| | - Vanessa C Zarubin
- Department of Psychiatry and Behavioral Sciences, Center for Neuroscience, University of California, Davis, CA
| | - Tara A Niendam
- Department of Psychiatry and Behavioral Sciences, Center for Neuroscience, University of California, Davis, CA
| | - J Daniel Ragland
- Department of Psychiatry and Behavioral Sciences, Center for Neuroscience, University of California, Davis, CA
| | - Laura M Tully
- Department of Psychiatry and Behavioral Sciences, Center for Neuroscience, University of California, Davis, CA
| | - Cameron S Carter
- Department of Psychiatry and Behavioral Sciences, Center for Neuroscience, University of California, Davis, CA
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24
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Pulopulos M, Allaert J, Vanderhasselt MA, Sanchez-Lopez A, De Witte S, Baeken C, De Raedt R. Effects of HF-rTMS over the left and right DLPFC on proactive and reactive cognitive control. Soc Cogn Affect Neurosci 2020; 17:109-119. [PMID: 32613224 PMCID: PMC8824550 DOI: 10.1093/scan/nsaa082] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 03/24/2020] [Accepted: 06/15/2020] [Indexed: 01/02/2023] Open
Abstract
Previous research supports the distinction between proactive and reactive control. Although the dorsolateral prefrontal cortex (DLPFC) has been consistently related to these processes, lateralization of proactive and reactive control is still under debate. We manipulated brain activity to investigate the role of the left and right DLPFC in proactive and reactive cognitive control. Using a single-blind, sham-controlled crossover within-subjects design, 25 young healthy females performed the 'AX' Continuous Performance Task after receiving sham versus active High-Frequency repetitive Transcranial Magnetic Stimulation (HF-rTMS) to increase left and right DLPFC activity. RTs and pupillometry were used to assess patterns of proactive and reactive cognitive control and task-related resource allocation respectively. We observed that, compared to sham, HF-rTMS over the left DLPFC increased proactive control. After right DLPFC HF-rTMS, participants showed slower RTs on AX trials, suggesting more reactive control. However, this latter result was not supported by RTs on BX trials (i.e. the trial that specifically assess reactive control). Pupil measures showed a sustained increase in resource allocation after both active left and right HF-rTMS. Our results with RT data provide evidence on the role of the left DLPFC in proactive control and suggest that the right DLPFC is implicated in reactive control.
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Affiliation(s)
- Matias Pulopulos
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium
| | - Jens Allaert
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium.,Department of Head and Skin, Ghent University, Belgium.,Ghent Experimental Psychiatry (GHEP) Lab, Belgium
| | - Marie-Anne Vanderhasselt
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium.,Department of Head and Skin, Ghent University, Belgium.,Ghent Experimental Psychiatry (GHEP) Lab, Belgium
| | - Alvaro Sanchez-Lopez
- Department of Personality, Evaluation and Psychological Treatment, Complutense University of Madrid, Spain
| | - Sara De Witte
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium.,Department of Head and Skin, Ghent University, Belgium.,Ghent Experimental Psychiatry (GHEP) Lab, Belgium
| | - Chris Baeken
- Department of Head and Skin, Ghent University, Belgium.,Ghent Experimental Psychiatry (GHEP) Lab, Belgium.,Department of Psychiatry, University Hospital Brussels (UZBrussel), Belgium
| | - Rudi De Raedt
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium
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25
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Kummerfeld E, Ma S, Blackman RK, DeNicola AL, Redish AD, Vinogradov S, Crowe DA, Chafee MV. Cognitive Control Errors in Nonhuman Primates Resembling Those in Schizophrenia Reflect Opposing Effects of NMDA Receptor Blockade on Causal Interactions Between Cells and Circuits in Prefrontal and Parietal Cortices. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2020; 5:705-714. [PMID: 32513554 DOI: 10.1016/j.bpsc.2020.02.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 02/28/2020] [Accepted: 02/28/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND The causal biology underlying schizophrenia is not well understood, but it is likely to involve a malfunction in how neurons adjust synaptic connections in response to patterns of activity in networks. We examined statistical dependencies between neural signals at the cell, local circuit, and distributed network levels in prefrontal and parietal cortices of monkeys performing a variant of the AX continuous performance task paradigm. We then quantified changes in the pattern of neural interactions across levels of scale following NMDA receptor (NMDAR) blockade and related these changes to a pattern of cognitive control errors closely matching the performance of patients with schizophrenia. METHODS We recorded the spiking activity of 1762 neurons along with local field potentials at multiple electrode sites in prefrontal and parietal cortices concurrently, and we generated binary time series indicating the presence or absence of spikes in single neurons or local field potential power above or below a threshold. We then applied causal discovery analysis to the time series to detect statistical dependencies between the signals (causal interactions) and compared the pattern of these interactions before and after NMDAR blockade. RESULTS Global blockade of NMDAR produced distinctive and frequently opposite changes in neural interactions at the cell, local circuit, and network levels in prefrontal and parietal cortices. Cognitive control errors were associated with decreased interactions at the cell level and with opposite changes at the network level in prefrontal and parietal cortices. CONCLUSIONS NMDAR synaptic deficits change causal interactions between neural signals at different levels of scale that correlate with schizophrenia-like deficits in cognitive control.
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Affiliation(s)
- Erich Kummerfeld
- Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota
| | - Sisi Ma
- Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota
| | - Rachael K Blackman
- Medical Scientist Training Program, University of Minnesota, Minneapolis, Minnesota; Department of Neuroscience, University of Minnesota, Minneapolis, Minnesota; Brain Sciences Center, Veterans Administration Medical Center, Minneapolis, Minnesota
| | - Adele L DeNicola
- Department of Neuroscience, University of Minnesota, Minneapolis, Minnesota; Brain Sciences Center, Veterans Administration Medical Center, Minneapolis, Minnesota
| | - A David Redish
- Department of Neuroscience, University of Minnesota, Minneapolis, Minnesota
| | - Sophia Vinogradov
- Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota
| | - David A Crowe
- Department of Biology, Augsburg University, Minneapolis, Minnesota
| | - Matthew V Chafee
- Department of Neuroscience, University of Minnesota, Minneapolis, Minnesota; Brain Sciences Center, Veterans Administration Medical Center, Minneapolis, Minnesota.
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26
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Abstract
Cognitive performance is typically conceptualized in terms of domains of
functioning. These domains are hierarchical in nature, with the bottom referring to more
basic sensory and perceptual processes and the top referring to elements of executive
functioning and cognitive control. Domains are not independent of each other and
executive functioning exerts control over the utilization of more basic processes.
Assessments are typically targeted at subdomains of each ability area and careful
combination of tasks can reveal patterns of performance consistent with a variety of
different neurological and neuropsychiatric conditions. This review covers the general
structures of domains, the patterns of impairments across domains seen in common
neuropsychiatric conditions, and use of assessment strategies to differentiate, to the
extent possible, between different types of conditions manifesting cognitive
impairment.
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Affiliation(s)
- Philip D Harvey
- Author affiliations: University of Miami Miller School of Medicine, Research Service, Bruce W. Carter VA Medical Center, Miami, Florida, US. Address for correspondence: 1120 NW 14th Street, Suite 1450, Miami, FL 33136 US.
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27
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Wang H, Lesh TA, Maddock RJ, Fassbender C, Carter CS. Delay discounting abnormalities are seen in first-episode schizophrenia but not in bipolar disorder. Schizophr Res 2020; 216:200-206. [PMID: 31902558 PMCID: PMC7239725 DOI: 10.1016/j.schres.2019.11.063] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Revised: 10/27/2019] [Accepted: 11/30/2019] [Indexed: 01/08/2023]
Abstract
Delay discounting (DD) is the phenomenon of individuals discounting future rewards as a function of time. It has been studied extensively in chronic schizophrenia (SZ) and the results of these studies have been variable. Comorbidity in chronic samples could be one reason for the mixed findings and studies in first-episode (FE) samples are surprisingly lacking. Bipolar disorder (BP) which shares some genetic and symptom features with SZ could serve as an interesting comparison group for DD but has been underexplored. Here we present the first study that combines FE SZ, FE BP with psychotic features, as well as healthy controls and study DD with two versions of the task. We found that SZ showed steeper discounting than HC and BP on the well-validated Kirby DD task. SZ showed no difference than HC on a separate DD task with smaller rewards presented with decimal places and shorter delays. As a preliminary finding, DD was found to be positively related to positive symptoms in FE SZ, while no relationship was found between negative symptoms and DD. In addition, we found comparable DD in BP compared to HC. Ultimately, our data may help elucidate the psychopathology in SZ and BP during intertemporal decision making.
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Affiliation(s)
- Huan Wang
- Department of Psychiatry, University of California, Davis, Davis, CA, USA.
| | - Tyler A. Lesh
- Department of Psychiatry, University of California, Davis, Davis, California, USA
| | - Richard J. Maddock
- Department of Psychiatry, University of California, Davis, Davis, California, USA
| | - Catherine Fassbender
- Department of Psychiatry, University of California, Davis, Davis, California, USA
| | - Cameron S. Carter
- Department of Psychiatry, University of California, Davis, Davis, California, USA,Corresponding author: Huan Wang () or Cameron S. Carter ()
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28
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Yoon JH, Maddock RJ, Cui ED, Minzenberg MJ, Niendam TA, Lesh T, Solomon M, Ragland JD, Carter C. Reduced in vivo visual cortex GABA in schizophrenia, a replication in a recent onset sample. Schizophr Res 2020; 215:217-222. [PMID: 31704157 PMCID: PMC7035988 DOI: 10.1016/j.schres.2019.10.025] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Revised: 09/07/2019] [Accepted: 10/09/2019] [Indexed: 12/20/2022]
Abstract
The GABA deficit hypothesis remains one of the most compelling explanations for the information processing impairments in schizophrenia. However, much of the supportive evidence has been derived from post-mortem studies, whereas in vivo studies have largely yielded inconsistent results. We undertook this single voxel proton magnetic resonance (MRS) GABA study to test in a sample of recent onset patients the replicability of our prior finding of reduced early visual cortex GABA in schizophrenia. We also examined the possibility that antipsychotics could represent a significant confound by studying a small subsample of antipsychotic naïve subjects. 23 adults with recent onset schizophrenia and a demographically matched sample of 31 healthy control subjects underwent MRS using a MEGA PRESS sequence on a 3T MR scanner to measure GABA concentration in early visual cortex. To control for in-scanner head movement confounding the results, we quantified the amount of head movement during GABA scans to identify and exclude from analysis scans with excessive movement. Patients demonstrated significantly reduced GABA levels compared to control subjects, p = 0.029. GABA levels did not differ significantly between patients who were antipsychotic naïve (n = 7) and patients treated with antipsychotics. This replication in a recent onset sample suggest that diminished GABA in the visual cortex is a reliable finding, present in early phase of illness and not confounded by illness chronicity.
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Affiliation(s)
- Jong H. Yoon
- Palo Alto VA Healthcare System, 3801 Miranda Avenue, Palo Alto, CA 94304, USA,Stanford University, 401 Quarry Road, Palo Alto, CA 94301, USA
| | | | - Edward DongBo Cui
- Palo Alto VA Healthcare System, 3801 Miranda Avenue, Palo Alto, CA 94304, USA,Stanford University, 401 Quarry Road, Palo Alto, CA 94301, USA
| | - Michael J. Minzenberg
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, 760 Westwood Plaza, Los Angeles, CA 90024, USA
| | - Tara A. Niendam
- University of California, Davis, 4701 X St, Sacramento, CA 95817, USA
| | - Tyler Lesh
- University of California, Davis, 4701 X St, Sacramento, CA 95817, USA
| | - Marjorie Solomon
- University of California, Davis, 4701 X St, Sacramento, CA 95817, USA
| | - J. Daniel Ragland
- University of California, Davis, 4701 X St, Sacramento, CA 95817, USA
| | - Cameron Carter
- University of California, Davis, 4701 X St, Sacramento, CA 95817, USA
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29
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Relationships between intra-individual variability and subclinical psychosis. Psychiatry Res 2019; 281:112592. [PMID: 31586835 DOI: 10.1016/j.psychres.2019.112592] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 09/28/2019] [Accepted: 09/29/2019] [Indexed: 12/27/2022]
Abstract
Extensive research indicates that elevated intra-individual variability (IIV) of reaction time is associated with subclinical psychosis, as well as clinically diagnosed psychotic disorder. However, findings regarding the details of this relationship are equivocal. In particular, it is unknown whether associations between elevated IIV and subclinical psychosis are specific to certain psychotic symptoms or to complex reaction time tasks. Data from 492 undergraduates from the University of Otago were used to address this issue. Schizotypy and psychotic-like experiences (PLE) were assessed via interview and questionnaire, and participants completed both a simple reaction time (SRT) task and a continuous performance task-identical pairs version (CPT-IP). The individual standard deviation and coefficient of variation (ICV) were used as measures of IIV. Participants reporting PLE were more likely to have elevated ICV on the CPT-IP. These associations were specific to paranoid psychotic experiences, and to the suspiciousness subscale of the Schizotypal Personality Questionnaire. There were also weak associations between SRT ICV and PLE. The inclusion of a battery of reaction time tasks assessing different aspects of cognitive control is suggested for future research, and the findings are discussed in relation to theoretical approaches to paranoia and delusions.
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30
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Kraus MS, Gold JM, Barch DM, Walker TM, Chun CA, Buchanan RW, Csernansky JG, Goff DC, Green MF, Jarskog LF, Javitt DC, Kimhy D, Lieberman JA, McEvoy JP, Mesholam-Gately RI, Seidman LJ, Ball MP, Kern RS, McMahon RP, Robinson J, Marder SR, Keefe RSE. The characteristics of cognitive neuroscience tests in a schizophrenia cognition clinical trial: Psychometric properties and correlations with standard measures. SCHIZOPHRENIA RESEARCH-COGNITION 2019; 19:100161. [PMID: 31832342 PMCID: PMC6889798 DOI: 10.1016/j.scog.2019.100161] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 07/24/2019] [Accepted: 08/25/2019] [Indexed: 11/28/2022]
Abstract
In comparison to batteries of standard neuropsychological tests, cognitive neuroscience tests may offer a more specific assessment of discrete neurobiological processes that may be aberrant in schizophrenia. However, more information regarding psychometric properties and correlations with standard neuropsychological tests and functional measures is warranted to establish their validity as treatment outcome measures. The N-back and AX-Continuous Performance Task (AX-CPT) are two promising cognitive neuroscience tests designed to measure specific components of working memory and contextual processing respectively. In the current study, we report the psychometric properties of multiple outcome measures from these two tests as well as their correlations with standard neuropsychological measures and functional capacity measures. The results suggest that while the AX-CPT and N-back display favorable psychometric properties, they do not exhibit greater sensitivity or specificity with functional measures than standard neurocognitive tests.
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Affiliation(s)
- Michael S Kraus
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, United States of America
| | - James M Gold
- Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Deanna M Barch
- Department of Psychiatry, Washington University in St. Louis School of Medicine, St. Louis, MO, United States of America
| | - Trina M Walker
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, United States of America
| | | | - Robert W Buchanan
- Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - John G Csernansky
- Department of Psychiatry, Northwestern Feinberg School of Medicine, Chicago, IL, United States of America
| | - Donald C Goff
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, United States of America
| | - Michael F Green
- UCLA Semel Institute for Neuroscience and Human Behavior, United States of America.,VA VISN 22 Mental Illness Research, Education, and Clinical Center, Los Angeles, CA, United States of America
| | - L Fredrik Jarskog
- North Carolina Psychiatric Research Center, Department of Psychiatry, University of North Carolina at Chapel Hill, United States of America
| | - Daniel C Javitt
- Department of Psychiatry, Nathan Kline Institute for Psychiatric Research, New York University School of Medicine, New York, NY, United States of America
| | - David Kimhy
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Jeffrey A Lieberman
- Department of Psychiatry, New York State Psychiatric Institute and College of Physicians and Surgeons, Columbia University, United States of America
| | - Joseph P McEvoy
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, United States of America
| | - Raquelle I Mesholam-Gately
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States of America
| | - Larry J Seidman
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, United States of America.,Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States of America
| | - M Patricia Ball
- Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Robert S Kern
- UCLA Semel Institute for Neuroscience and Human Behavior, United States of America.,VA VISN 22 Mental Illness Research, Education, and Clinical Center, Los Angeles, CA, United States of America
| | - Robert P McMahon
- Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - James Robinson
- Department of Psychiatry, Nathan Kline Institute for Psychiatric Research, New York University School of Medicine, New York, NY, United States of America
| | - Stephen R Marder
- UCLA Semel Institute for Neuroscience and Human Behavior, United States of America.,VA VISN 22 Mental Illness Research, Education, and Clinical Center, Los Angeles, CA, United States of America
| | - Richard S E Keefe
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, United States of America
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31
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Vanes LD, Mouchlianitis E, Patel K, Barry E, Wong K, Thomas M, Szentgyorgyi T, Joyce D, Shergill S. Neural correlates of positive and negative symptoms through the illness course: an fMRI study in early psychosis and chronic schizophrenia. Sci Rep 2019; 9:14444. [PMID: 31595009 PMCID: PMC6783468 DOI: 10.1038/s41598-019-51023-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Accepted: 09/23/2019] [Indexed: 12/14/2022] Open
Abstract
Psychotic illness is associated with cognitive control deficits and abnormal recruitment of neural circuits subserving cognitive control. It is unclear to what extent this dysfunction underlies the development and/or maintenance of positive and negative symptoms typically observed in schizophrenia. In this study we compared fMRI activation on a standard Stroop task and its relationship with positive and negative symptoms in early psychosis (EP, N = 88) and chronic schizophrenia (CHR-SZ, N = 38) patients. CHR-SZ patients showed reduced frontal, striatal, and parietal activation across incongruent and congruent trials compared to EP patients. Higher positive symptom severity was associated with reduced activation across both trial types in supplementary motor area (SMA), middle temporal gyrus and cerebellum in EP, but not CHR-SZ patients. Higher negative symptom severity was associated with reduced cerebellar activation in EP, but not in CHR-SZ patients. A negative correlation between negative symptoms and activation in SMA and precentral gyrus was observed in EP patients and in CHR-SZ patients. The results suggest that the neural substrate of positive symptoms changes with illness chronicity, and that cognitive control related neural circuits may be most relevant in the initial development phase of positive symptoms. These findings also highlight a changing role for the cerebellum in the development and later maintenance of both positive and negative symptoms.
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Affiliation(s)
- Lucy D Vanes
- Wellcome Centre for Human Neuroimaging, University College London, 12 Queen Square, London, WC1N 3AR, United Kingdom.
| | - Elias Mouchlianitis
- Institute of Psychiatry, Psychology and Neuroscience, de Crespigny Park, London, SE5 8AF, United Kingdom
| | - Krisna Patel
- Institute of Psychiatry, Psychology and Neuroscience, de Crespigny Park, London, SE5 8AF, United Kingdom
| | - Erica Barry
- Institute Department of Clinical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY, USA
| | - Katie Wong
- Institute of Psychiatry, Psychology and Neuroscience, de Crespigny Park, London, SE5 8AF, United Kingdom
| | - Megan Thomas
- Institute of Psychiatry, Psychology and Neuroscience, de Crespigny Park, London, SE5 8AF, United Kingdom
| | - Timea Szentgyorgyi
- Institute of Psychiatry, Psychology and Neuroscience, de Crespigny Park, London, SE5 8AF, United Kingdom
| | - Dan Joyce
- Institute of Psychiatry, Psychology and Neuroscience, de Crespigny Park, London, SE5 8AF, United Kingdom
| | - Sukhwinder Shergill
- Institute of Psychiatry, Psychology and Neuroscience, de Crespigny Park, London, SE5 8AF, United Kingdom
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32
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Smucny J, Lesh TA, Carter CS. Baseline Frontoparietal Task-Related BOLD Activity as a Predictor of Improvement in Clinical Symptoms at 1-Year Follow-Up in Recent-Onset Psychosis. Am J Psychiatry 2019; 176:839-845. [PMID: 31256610 PMCID: PMC6773472 DOI: 10.1176/appi.ajp.2019.18101126] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The early course of illness in psychotic disorders is highly variable, and predictive biomarkers of treatment response have been lacking. Trial and error remains the basis for care in early psychosis, and poor outcomes are common. Early prediction of nonimprovement in response to treatment could help identify those who would benefit from alternative and/or supplemental interventions. The goal of this study was to evaluate the ability of functional MRI (fMRI) measures of cognitive control-related brain circuitry collected at baseline to predict symptomatic response in patients after 1 year. METHODS Patients with recent-onset (<2 years) psychotic disorders (N=82) in early psychosis specialty care were classified as improvers (>20% improvement in total score on the Brief Psychiatric Rating Scale [BPRS] at 1-year follow-up compared with baseline) or as nonimprovers. Behavioral (d' context) and fMRI (proactive control-associated activation in a priori frontoparietal regions of interest) measures of cognitive control were then evaluated on their ability to predict BPRS improvement using linear and logistic regression. RESULTS Cognitive control-associated measures significantly predicted BPRS improvement and improver status, with 70% positive predictive value, 60% negative predictive value, and 66% accuracy. Only the fMRI-based measure (and not the behavioral measure) significantly predicted status. CONCLUSIONS These results suggest that frontoparietal activation during cognitive control performance at baseline significantly predicts subsequent symptomatic improvement during early psychosis specialty care. Potential implications for fMRI-based personalized patient treatment are discussed.
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Affiliation(s)
- Jason Smucny
- Department of Psychiatry, University of California, Davis
| | - Tyler A. Lesh
- Department of Psychiatry, University of California, Davis
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33
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Lopez-Garcia P, Ashby S, Patel P, Pierce KM, Meyer M, Rosenthal A, Titone M, Carter C, Niendam T. Clinical and neurodevelopmental correlates of aggression in early psychosis. Schizophr Res 2019; 212:171-176. [PMID: 31387826 PMCID: PMC7259809 DOI: 10.1016/j.schres.2019.07.045] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 03/10/2019] [Accepted: 07/28/2019] [Indexed: 01/13/2023]
Abstract
BACKGROUND Although mental illness accounts for only 4% of aggressive behavior in the general population, there remains a modest association between aggressive behavior and psychotic disorders, particularly in the early stages of the illness. However, little is known about the specific factors associated to this increased risk. AIMS The present study aims to assess the rates, characteristics and risk factors of aggressive behavior in first episode psychosis patients (FEP). METHOD We conducted a retrospective chart review of 449 FEP patients recruited from an outpatient early psychosis clinic. Aggressive behavior and clinical information were rated based upon information gathered from the chart review of data collected at baseline and after 6 months of follow-up. RESULTS Rates of aggressive behavior were 54.3% in FEP patients. Aggressive behavior was significantly associated with higher rates of history of birth complications, neurodevelopmental delays, learning difficulties, alcohol use disorders, and the clinical domain of poverty symptoms. In addition to aggressive behavior, 16.7% of FEP patients exhibited suicidal ideation or behaviors and 11.4% exhibited non-suicidal self-injurious behavior (NSSIB). In contrast to baseline, aggressive behaviors at 6 months follow up were almost entirely absent. CONCLUSIONS Patients at early stages of psychosis have high rates of aggressive and suicidal behavior prior to contact with clinical services. Neurodevelopmental adversities, alcohol use disorders and poverty symptoms are associated to higher risk of aggression in early psychosis. Participation in early psychosis specialty care resulted in a dramatic reduction in aggressive behavior.
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Affiliation(s)
- Pilar Lopez-Garcia
- Department of Psychiatry, Universidad Autonoma de Madrid, CIBERSAM, Madrid, Spain.
| | - Stefania Ashby
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA
| | - Pooja Patel
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA
| | - Katherine M. Pierce
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA
| | - Monet Meyer
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA
| | - Adi Rosenthal
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA
| | - Madison Titone
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA
| | - Cameron Carter
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA,Center for Neuroscience, University of California-Davis, Davis, CA
| | - Tara Niendam
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, Sacramento, CA
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Cross-diagnostic analysis of cognitive control in mental illness: Insights from the CNTRACS consortium. Schizophr Res 2019; 208:377-383. [PMID: 30704863 PMCID: PMC6544491 DOI: 10.1016/j.schres.2019.01.018] [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: 02/26/2018] [Revised: 12/17/2018] [Accepted: 01/17/2019] [Indexed: 01/01/2023]
Abstract
BACKGROUND In recent years, psychiatry research has increasingly focused on understanding mental illnesses from a cross-diagnostic, dimensional perspective in order to better align their neurocognitive features with underlying neurobiological mechanisms. In this multi-site study, we examined two measures of cognitive control (d-prime context and lapsing rate) during the Dot Probe Expectancy (DPX) version of the AX-Continuous Performance Task in patients with either schizophrenia (SZ), schizoaffective disorder (SZ-A), or Type I bipolar disorder (BD) as well as healthy control (HC) subjects. We hypothesized significantly lower d-prime context and higher lapsing rate in SZ and SZ-A patients and intermediate levels in BD patients relative to HC. METHODS 72 HC, 84 SZ, 77 SZ-A, and 58 BD patients (ages 18-56) were included in the final study sample. RESULTS Significant main effects of diagnosis were observed on d-prime context (F(3,279) = 9.59, p < 0.001) and lapsing (F(3,279) = 8.08, p < 0.001). A priori linear contrasts suggesting intermediate dysfunction in BD patients were significant (p < 0.001), although post-hoc tests showed the BD group was only significantly different from HC on d-prime context. Group results for d-prime context remained significant after covarying for lapsing rate. Primary behavioral measures were associated with mania and disorganization symptoms as well as everyday functioning. CONCLUSIONS These findings suggest a continuum of dysfunction in cognitive control (particularly d-prime context) across diagnostic categories in psychiatric illness. These results further suggest that lapsing and d-prime context, while related, make unique contributions towards explaining deficits in cognitive control in these disorders.
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Chari S, Minzenberg MJ, Solomon M, Ragland JD, Nguyen Q, Carter CS, Yoon JH. Impaired prefrontal functional connectivity associated with working memory task performance and disorganization despite intact activations in schizophrenia. Psychiatry Res Neuroimaging 2019; 287:10-18. [PMID: 30933745 PMCID: PMC6482053 DOI: 10.1016/j.pscychresns.2019.01.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Revised: 01/16/2019] [Accepted: 01/17/2019] [Indexed: 11/21/2022]
Abstract
Working memory (WM) deficits are key features of schizophrenia and are associated with significant functional impairment. The precise mechanisms of WM and their relationship between WM deficits with other clinical symptoms of schizophrenia remain unclear. Contemporary models propose that WM requires synchronous activity across brain regions within a distributed network, including lateral prefrontal cortex (PFC) and task-relevant posterior sensory cortical regions. This suggests that WM deficits in patients may be due to PFC functional connectivity (FC) impairments rather than activation impairments per se. We tested this hypothesis by measuring the magnitude of FC between lateral PFC and visual cortex and univariate activations within these regions during visual WM. We found decreased FC in patients compared to healthy subjects in the context of similar levels of univariate activity. Furthermore, this decreased FC was associated with task performance and clinical symptomatology in patients. The magnitude of FC, particularly during the delay period, was positively correlated with WM task accuracy, while FC during cue was inversely correlated with severity of disorganization. Taken together, these results suggest that impairment in lateral PFC FC is a key aspect of information processing impairment in patients with schizophrenia, and may be a sensitive index of altered neurophysiology.
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Affiliation(s)
- Sripriya Chari
- Palo Alto VA Healthcare System, 3801 Miranda Avenue, Palo Alto, CA 94304, USA.
| | - Michael J Minzenberg
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, 760 Westwood Plaza, Los Angeles, CA 90024, USA
| | - Marjorie Solomon
- University of California, Davis, 4701 X St, Sacramento, CA 95817, USA
| | - J Daniel Ragland
- University of California, Davis, 4701 X St, Sacramento, CA 95817, USA
| | - Quynh Nguyen
- Stanford University, 401 Quarry Road, Palo Alto, CA 94301, USA
| | - Cameron S Carter
- University of California, Davis, 4701 X St, Sacramento, CA 95817, USA
| | - Jong H Yoon
- Palo Alto VA Healthcare System, 3801 Miranda Avenue, Palo Alto, CA 94304, USA; Stanford University, 401 Quarry Road, Palo Alto, CA 94301, USA.
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Abstract
Historically, most research on the biological origins of psychiatric illness has focused on individual diagnostic categories, studied in isolation. Mounting evidence indicates that nominally distinct psychiatric diagnoses are not separated by clear neurobiological boundaries. Here, we derive functional connectomic signatures in over 1,000 individuals, including patients presenting with different categories of impairment (psychosis), clinical diagnoses, and severity of illness as reflected in treatment seeking. Our analyses reveal features of connectome functioning that are commonly disrupted across distinct forms of pathology, scaling with clinical severity. Conversely, other aspects of network connectivity were preferentially disrupted in patients with psychotic illness. These data have important implications for the establishment of functional connectome fingerprints of severe mental disease. Converging evidence indicates that groups of patients with nominally distinct psychiatric diagnoses are not separated by sharp or discontinuous neurobiological boundaries. In healthy populations, individual differences in behavior are reflected in variability across the collective set of functional brain connections (functional connectome). These data suggest that the spectra of transdiagnostic symptom profiles observed in psychiatric patients may map onto detectable patterns of network function. To examine the manner through which neurobiological variation might underlie clinical presentation, we obtained fMRI data from over 1,000 individuals, including 210 diagnosed with a primary psychotic disorder or affective psychosis (bipolar disorder with psychosis and schizophrenia or schizoaffective disorder), 192 presenting with a primary affective disorder without psychosis (unipolar depression, bipolar disorder without psychosis), and 608 demographically matched healthy comparison participants recruited through a large-scale study of brain imaging and genetics. Here, we examine variation in functional connectomes across psychiatric diagnoses, finding striking evidence for disease connectomic “fingerprints” that are commonly disrupted across distinct forms of pathology and appear to scale as a function of illness severity. The presence of affective and psychotic illnesses was associated with graded disruptions in frontoparietal network connectivity (encompassing aspects of dorsolateral prefrontal, dorsomedial prefrontal, lateral parietal, and posterior temporal cortices). Conversely, other properties of network connectivity, including default network integrity, were preferentially disrupted in patients with psychotic illness, but not patients without psychotic symptoms. This work allows us to establish key biological and clinical features of the functional connectomes of severe mental disease.
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Boudewyn M, Roberts BM, Mizrak E, Ranganath C, Carter CS. Prefrontal transcranial direct current stimulation (tDCS) enhances behavioral and EEG markers of proactive control. Cogn Neurosci 2018; 10:57-65. [PMID: 30465636 DOI: 10.1080/17588928.2018.1551869] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
This study examined the effects of stimulation targeting dorsolateral prefrontal cortex (DLPFC) on behavioral and neural oscillatory markers of proactive cognitive control in healthy adults. We hypothesized that active stimulation targeting the DLPFC would enhance proactive control compared to sham, leading to changes in the pattern of error rates and gamma-band power on the Dot Pattern Expectancy (DPX) task. We recorded EEG while participants completed the DPX, after receiving either 20 minutes of active DLPFC stimulation at 2 mA or sham stimulation in a counterbalanced within-participants design. The results showed significant tDCS-induced changes in the pattern of error rates on the DPX task indicative of enhanced proactive control, as well as predicted increases in gamma power associated with the engagement of proactive control. These results provide support for the role of DLPFC-mediated gamma activity in proactive cognitive control, and further, indicate that proactive control can be enhanced with non-invasive neurostimulation.
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Affiliation(s)
- Megan Boudewyn
- a Department of Psychiatry and Behavioral Sciences , UC Davis Medical Center, University of California , Davis , USA
| | - Brooke M Roberts
- a Department of Psychiatry and Behavioral Sciences , UC Davis Medical Center, University of California , Davis , USA
| | - Eda Mizrak
- a Department of Psychiatry and Behavioral Sciences , UC Davis Medical Center, University of California , Davis , USA
| | - Charan Ranganath
- a Department of Psychiatry and Behavioral Sciences , UC Davis Medical Center, University of California , Davis , USA
| | - Cameron S Carter
- a Department of Psychiatry and Behavioral Sciences , UC Davis Medical Center, University of California , Davis , USA
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38
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Niendam TA, Ray KL, Iosif AM, Lesh TA, Ashby SR, Patel PK, Smucny J, Ferrer E, Solomon M, Ragland JD, Carter CS. Association of Age at Onset and Longitudinal Course of Prefrontal Function in Youth With Schizophrenia. JAMA Psychiatry 2018; 75:1252-1260. [PMID: 30285056 PMCID: PMC6583034 DOI: 10.1001/jamapsychiatry.2018.2538] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 07/08/2018] [Indexed: 01/19/2023]
Abstract
Importance The extent of cognitive deterioration after schizophrenia (SZ) onset is poorly understood because prior longitudinal studies used small samples of older individuals with established illness. Objective To examine the association of age at onset and subsequent longitudinal course of prefrontal activity during the first 2 years of illness in youths with SZ and healthy control participants (HCs). Design, Setting, and Participants This naturalistic, longitudinal, functional magnetic resonance imaging (fMRI) study included patients with recent-onset SZ and HCs aged 12 to 25 years enrolled in an ongoing study of cognition in recent-onset psychosis in the Sacramento, California, area from October 13, 2004, through June 25, 2013. Participants completed clinical assessments and an established measure of cognitive control, the AX Continuous Performance Task (AX-CPT), during fMRI at baseline and at 6-, 12-, and 24-month follow-up. Whole-brain, voxelwise, and an a priori dorsolateral prefrontal cortex (DLPFC) region of interest analyses were performed. Group differences in developmental trajectories were examined by focusing on behavioral performance (d'-context) and cognitive control-associated brain activity. The association of antipsychotic medication and clinical factors were also examined. Data were analyzed from April 15, 2015, through August 29, 2017. Main Outcomes and Measures Primary outcomes included group differences (HC vs SZ) in behavioral performance (d'-context from AX-CPT) and brain activity for cue B-A trials of the AX-CPT in an a priori DLPFC region of interest at baseline and across the age span. Secondary analysis examined the influence of antipsychotics on behavioral performance and DLPFC activity. Results Among the sample of 180 participants (66.1% male; mean [SD] age at baseline, 19.2 [3.2] years), 87 patients with SZ (mean [SD] age, 19.6 [3.0] years) showed impaired performance compared with 93 HCs (mean [SD] age, 18.8 [3.4] years) across the age span (estimated difference [SE], -0.571 [0.12], d'-context; P < .001). Patients with SZ showed reduced activation in the DLPFC and parietal cortex (false discovery rate cluster corrected to P < .05) compared with HCs under conditions of high cognitive control at baseline. Region-of-interest analysis showed reduced activation in the DLPFC bilaterally for patients with SZ, with a trajectory that paralleled that of HCs across the age span (left DLPFC β [SE] estimates, 0.409 [0.165] for the HC group and -0.285 [0.130] for the SZ group [main effect of group, P = .03]; right DLPFC β [SE] estimates, 0.350 [0.103] for the HC group and -0.469 [0.157] for the SZ group [P = .003]). Antipsychotic medication, clinical symptoms, and global functioning were associated with SZ performance. Conclusions and Relevance During the initial 1 to 2 years after illness onset, young individuals with SZ showed deficits in DLPFC activation and cognitive control, with developmental trajectories comparable to those of HCs. Younger age at onset was not associated with reduced cognition or activation. For individuals contributing to longitudinal analysis, results suggest that young patients do not show deterioration or disruption of ongoing brain development in the initial years after illness onset.
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Affiliation(s)
- Tara A. Niendam
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento
| | - Kimberly L. Ray
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento
- Department of Psychology, The University of Texas at Austin
| | - Ana-Maria Iosif
- Division of Biostatistics, Department of Public Health Sciences, University of California, Davis, Sacramento
| | - Tyler A. Lesh
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento
| | - Stefania R. Ashby
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento
- Department of Psychology, University of Oregon, Eugene
| | - Pooja K. Patel
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento
- Department of Psychology, UCLA (University of California, Los Angeles), Westwood
| | - Jason Smucny
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento
| | - Emilio Ferrer
- Department of Psychology, University of California, Davis, Sacramento
| | - Marjorie Solomon
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento
- MIND Institute, University of California, Davis, Sacramento
| | - J. Daniel Ragland
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento
| | - Cameron S. Carter
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento
- Center for Neuroscience, University of California, Davis, Sacramento
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Ryman SG, El Shaikh AA, Shaff NA, Hanlon FM, Dodd AB, Wertz CJ, Ling JM, Barch DM, Stromberg SF, Lin DS, Abrams S, Mayer AR. Proactive and reactive cognitive control rely on flexible use of the ventrolateral prefrontal cortex. Hum Brain Mapp 2018; 40:955-966. [PMID: 30407681 DOI: 10.1002/hbm.24424] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 08/07/2018] [Accepted: 10/03/2018] [Indexed: 11/05/2022] Open
Abstract
The role of ventral versus dorsolateral prefrontal regions in instantiating proactive and reactive cognitive control remains actively debated, with few studies parsing cue versus probe-related activity. Rapid sampling (460 ms), long cue-probe delays, and advanced analytic techniques (deconvolution) were therefore used to quantify the magnitude and variability of neural responses during the AX Continuous Performance Test (AX-CPT; N = 46) in humans. Behavioral results indicated slower reaction times during reactive cognitive control (AY trials) in conjunction with decreased accuracy and increased variability for proactive cognitive control (BX trials). The anterior insula/ventrolateral prefrontal cortex (aI/VLPFC) was commonly activated across comparisons of both proactive and reactive cognitive control. In contrast, activity within the dorsomedial and dorsolateral prefrontal cortex was limited to reactive cognitive control. The instantiation of proactive cognitive control during the probe period was also associated with sparse neural activation relative to baseline, potentially as a result of the high degree of neural and behavioral variability observed across individuals. Specifically, the variability of the hemodynamic response function (HRF) within motor circuitry increased after the presentation of B relative to A cues (i.e., late in HRF) and persisted throughout the B probe period. Finally, increased activation of right aI/VLPFC during the cue period was associated with decreased motor circuit activity during BX probes, suggesting a possible role for the aI/VLPFC in proactive suppression of neural responses. Considered collectively, current results highlight the flexible role of the VLPFC in implementing cognitive control during the AX-CPT task but suggest large individual differences in proactive cognitive control strategies.
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Affiliation(s)
- Sephira G Ryman
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico.,The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
| | - Ansam A El Shaikh
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
| | - Nicholas A Shaff
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
| | - Faith M Hanlon
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
| | - Andrew B Dodd
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
| | - Christopher J Wertz
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
| | - Josef M Ling
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico
| | - Deanna M Barch
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, Missouri
| | - Shannon F Stromberg
- Department of Psychiatry, University of New Mexico School of Medicine, Albuquerque, New Mexico
| | - Denise S Lin
- Department of Psychiatry, University of New Mexico School of Medicine, Albuquerque, New Mexico
| | - Swala Abrams
- Department of Psychiatry, University of New Mexico School of Medicine, Albuquerque, New Mexico
| | - Andrew R Mayer
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico.,The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico.,Department of Psychiatry, University of New Mexico School of Medicine, Albuquerque, New Mexico.,Department of Neurology, University of New Mexico School of Medicine, Albuquerque, New Mexico
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40
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Sheffield JM, Karcher NR, Barch DM. Cognitive Deficits in Psychotic Disorders: A Lifespan Perspective. Neuropsychol Rev 2018; 28:509-533. [PMID: 30343458 DOI: 10.1007/s11065-018-9388-2] [Citation(s) in RCA: 256] [Impact Index Per Article: 42.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 10/15/2018] [Indexed: 12/15/2022]
Abstract
Individuals with disorders that include psychotic symptoms (i.e. psychotic disorders) experience broad cognitive impairments in the chronic state, indicating a dimension of abnormality associated with the experience of psychosis. These impairments negatively impact functional outcome, contributing to the disabling nature of schizophrenia, bipolar disorder, and psychotic depression. The robust and reliable nature of cognitive deficits has led researchers to explore the timing and profile of impairments, as this may elucidate different neurodevelopmental patterns in individuals who experience psychosis. Here, we review the literature on cognitive deficits across the life span of individuals with psychotic disorder and psychotic-like experiences, highlighting the dimensional nature of both psychosis and cognitive ability. We identify premorbid generalized cognitive impairment in schizophrenia that worsens throughout development, and stabilizes by the first-episode of psychosis, suggesting a neurodevelopmental course. Research in affective psychosis is less clear, with mixed evidence regarding premorbid deficits, but a fairly reliable generalized deficit at first-episode, which appears to worsen into the chronic state. In general, cognitive impairments are most severe in schizophrenia, intermediate in bipolar disorder, and the least severe in psychotic depression. In all groups, cognitive deficits are associated with poorer functional outcome. Finally, while the generalized deficit is the clearest and most reliable signal, data suggests specific deficits in verbal memory across all groups, specific processing speed impairments in schizophrenia and executive functioning impairments in bipolar disorder. Cognitive deficits are a core feature of psychotic disorders that provide a window into understanding developmental course and risk for psychosis.
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Affiliation(s)
- Julia M Sheffield
- Department of Psychiatry & Behavioral Sciences, Vanderbilt University Medical Center, 1601 23rd Ave S, Nashville, TN, 37212, USA.
| | - Nicole R Karcher
- Department of Psychological & Brain Sciences, Washington University St. Louis, 1 Brookings Dr., St. Louis, MO, 63130, USA
| | - Deanna M Barch
- Department of Psychological & Brain Sciences, Washington University St. Louis, 1 Brookings Dr., St. Louis, MO, 63130, USA.,Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA.,Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
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41
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Zick JL, Blackman RK, Crowe DA, Amirikian B, DeNicola AL, Netoff TI, Chafee MV. Blocking NMDAR Disrupts Spike Timing and Decouples Monkey Prefrontal Circuits: Implications for Activity-Dependent Disconnection in Schizophrenia. Neuron 2018; 98:1243-1255.e5. [PMID: 29861281 DOI: 10.1016/j.neuron.2018.05.010] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2017] [Revised: 03/06/2018] [Accepted: 05/04/2018] [Indexed: 01/09/2023]
Abstract
We employed multi-electrode array recording to evaluate the influence of NMDA receptors (NMDAR) on spike-timing dynamics in prefrontal networks of monkeys as they performed a cognitive control task measuring specific deficits in schizophrenia. Systemic, periodic administration of an NMDAR antagonist (phencyclidine) reduced the prevalence and strength of synchronous (0-lag) spike correlation in simultaneously recorded neuron pairs. We employed transfer entropy analysis to measure effective connectivity between prefrontal neurons at lags consistent with monosynaptic interactions and found that effective connectivity was persistently reduced following exposure to the NMDAR antagonist. These results suggest that a disruption of spike timing and effective connectivity might be interrelated factors in pathogenesis, supporting an activity-dependent disconnection theory of schizophrenia. In this theory, disruption of NMDAR synaptic function leads to dysregulated timing of action potentials in prefrontal networks, accelerating synaptic disconnection through a spike-timing-dependent mechanism.
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Affiliation(s)
- Jennifer L Zick
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA; Medical Scientist Training Program (MD/PhD), University of Minnesota, Minneapolis, MN 55455, USA
| | - Rachael K Blackman
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA; Medical Scientist Training Program (MD/PhD), University of Minnesota, Minneapolis, MN 55455, USA
| | - David A Crowe
- Department of Biology, Augsburg University, Minneapolis, MN 55454, USA
| | - Bagrat Amirikian
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA; Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN 55455, USA; Brain Sciences Center, VA Medical Center, Minneapolis, MN 55417, USA
| | - Adele L DeNicola
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA; Brain Sciences Center, VA Medical Center, Minneapolis, MN 55417, USA
| | - Theoden I Netoff
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, 55455 USA
| | - Matthew V Chafee
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA; Center for Cognitive Sciences, University of Minnesota, Minneapolis, MN 55455, USA; Brain Sciences Center, VA Medical Center, Minneapolis, MN 55417, USA.
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Culbreth AJ, Moran EK, Barch DM. Effort-cost decision-making in psychosis and depression: could a similar behavioral deficit arise from disparate psychological and neural mechanisms? Psychol Med 2018; 48:889-904. [PMID: 28889803 DOI: 10.1017/s0033291717002525] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Motivational impairment is a common feature of both depression and psychosis; however, the psychological and neural mechanisms that give rise to motivational impairment in these disorders are poorly understood. Recent research has suggested that aberrant effort-cost decision-making (ECDM) may be a potential contributor to motivational impairment in both psychosis and depression. ECDM refers to choices that individuals make regarding the amount of 'work' they are willing to expend to obtain a certain outcome or reward. Recent experimental work has suggested that those with psychosis and depression may be less willing to expend effort to obtain rewards compared with controls, and that this effort deficit is related to motivational impairment in both disorders. In the current review, we aim to summarize the current literature on ECDM in psychosis and depression, providing evidence for transdiagnostic impairment. Next, we discuss evidence for the hypothesis that a seemingly similar behavioral ECDM deficit might arise from disparate psychological and neural mechanisms. Specifically, we argue that effort deficits in psychosis might be largely driven by deficits in cognitive control and the neural correlates of cognitive control processes, while effort deficits in depression might be largely driven by reduced reward responsivity and the associated neural correlates of reward responsivity. Finally, we will provide some discussion regarding future directions, as well as interpretative challenges to consider when examining ECDM transdiagnostically.
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Affiliation(s)
- A J Culbreth
- Department of Psychological and Brain Sciences,Washington University in Saint Louis,St. Louis, MO,USA
| | - E K Moran
- Department of Psychiatry,Washington University in Saint Louis,St. Louis, MO,USA
| | - D M Barch
- Department of Psychological and Brain Sciences,Washington University in Saint Louis,St. Louis, MO,USA
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43
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Boudewyn MA, Carter CS. Electrophysiological correlates of adaptive control and attentional engagement in patients with first episode schizophrenia and healthy young adults. Psychophysiology 2018; 55:10.1111/psyp.12820. [PMID: 28295391 PMCID: PMC5599306 DOI: 10.1111/psyp.12820] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Accepted: 12/02/2016] [Indexed: 11/29/2022]
Abstract
The goal of this study was to investigate the neural dynamics of error processing and post-error adjustments in cognitive control and attention to a cognitive task in schizophrenia. We adopted a time-frequency approach in order to examine activity in the theta and alpha frequency bands as indices of cognitive control and attentional engagement. The results showed that error processing was characterized by increases in theta-band activity, accompanied by decreases in alpha-band activity, in both healthy control participants and participants with schizophrenia. However, both the theta and alpha effects were significantly reduced in participants with schizophrenia. Post-error increases in theta activity were associated with improved accuracy on subsequent trials in control participants but not in participants with schizophrenia. In addition, increases in alpha-band activity were found in the prestimulus period before partial attention lapses, but only for control participants and participants with schizophrenia with relatively low positive symptom severity. These results provide evidence for a deficit in cognitive control mechanisms mediated by midfrontal theta activity in schizophrenia, and suggest a particularly pronounced deficit in patients' ability to engage adaptive control mechanisms following errors. Our results also indicate that partial attention lapses can be indexed in both control participants and participants with schizophrenia by increases in alpha activity, but that in schizophrenia this varies as a function of positive symptom severity. We suggest that disrupted theta-band function represents a key deficit of schizophrenia, whereas disruptions in the alpha band may be the byproduct of atypically regulated attention.
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Affiliation(s)
- Megan A Boudewyn
- Imaging Research Center, University of California, Davis, Sacramento, California
| | - Cameron S Carter
- Imaging Research Center, University of California, Davis, Sacramento, California
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44
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Smucny J, Lesh TA, Newton K, Niendam TA, Ragland JD, Carter CS. Levels of Cognitive Control: A Functional Magnetic Resonance Imaging-Based Test of an RDoC Domain Across Bipolar Disorder and Schizophrenia. Neuropsychopharmacology 2018; 43:598-606. [PMID: 28948978 PMCID: PMC5770769 DOI: 10.1038/npp.2017.233] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2017] [Revised: 08/25/2017] [Accepted: 09/21/2017] [Indexed: 11/09/2022]
Abstract
In recent years, the boundaries of psychopathology as defined by diagnostic categories have been criticized as inadequately 'carving nature at its joints' with respect to the neurobiology of major mental disorders. In 2010 the NIMH launched the Research Domain Criteria (RDoC) framework for understanding mental illnesses as brain circuit disorders that extend beyond DSM-defined diagnoses. In the present study we focus on cognitive dysfunction, a core feature of schizophrenia (SZ) and bipolar disorder (BPD), and use functional magnetic resonance imaging (fMRI) during a cognitive control (CC) task in recent onset patients to test the hypothesis that at a behavioral and underlying neural circuitry level these deficits exist on a continuum (as opposed to showing categorical differences) across the two disorders. In total, 53 healthy controls, 24 recent (<1 y) onset patients with BPD Type I with psychotic features, and 70 recent onset patients with SZ performed the AX-Continuous Performance Task while undergoing event-related fMRI at 1.5 T. In addition to behavior task-associated response was examined in frontoparietal regions-of-interest. In an a priori contrast-based analysis, significant deficits across patient groups (vs controls) were observed on CC-associated performance as well as frontoparietal response. These analyses further revealed a continuum of deficits in which BPD showed intermediate levels of CC relative to controls and SZ. Poor CC was associated with poverty and disorganization symptoms across patient groups. These results support the hypothesis that CC dysfunction in BPD and SZ reflects a continuum of deficits that cuts across traditional, DSM-based classification. Implications for the neurobiology of these diseases are discussed.
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Affiliation(s)
- Jason Smucny
- Department of Psychiatry, University of California, Davis, Sacramento, CA, USA
| | - Tyler A Lesh
- Department of Psychiatry, University of California, Davis, Sacramento, CA, USA
| | - Keith Newton
- College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Tara A Niendam
- Department of Psychiatry, University of California, Davis, Sacramento, CA, USA
| | - J Daniel Ragland
- Department of Psychiatry, University of California, Davis, Sacramento, CA, USA
| | - Cameron S Carter
- Department of Psychiatry, University of California, Davis, Sacramento, CA, USA
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45
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Greenland-White SE, Ragland JD, Niendam TA, Ferrer E, Carter CS. Episodic memory functions in first episode psychosis and clinical high risk individuals. Schizophr Res 2017; 188:151-157. [PMID: 28143678 PMCID: PMC5533652 DOI: 10.1016/j.schres.2017.01.035] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 01/18/2017] [Accepted: 01/20/2017] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Individuals with schizophrenia have disproportionate memory impairments when encoding relational versus item-specific information, and when using recollection versus familiarity during retrieval. It is unclear whether this pattern is unique to people with chronic schizophrenia, or if it occurs in individuals after a first episode of psychosis (FE), or when at clinical high-risk for psychosis (CHR). METHODS We administered the Relational and Item-Specific Memory task (RiSE) to 22 CHR, 101 FE, and 58 typically developing (TD) participants. We examined group differences in item and relational encoding, and familiarity-based and recollection-based retrieval using parametric analysis and structural equation modeling (SEM). Longitudinal data allowed us to examine relations between baseline RiSE performance and change in clinical symptoms at 1-year follow-up in the FE group. RESULTS Groups did not differ on familiarity. FE and CHR groups were equally impaired on overall recognition accuracy. Although recollection was impaired in both FE and CHR groups following relational encoding, only the FE group had impaired recollection following item encoding. SEM showed atypical relationships between familiarity and recollection, as well as familiarity and item recognition for both the FE and CHR groups. For FE individuals, better baseline recognition accuracy predicted less severe negative symptoms at 1-year follow-up. CONCLUSIONS Impaired relational and recollective memory may reflect neurodevelopmental abnormalities predating conversion to psychosis. These memory deficits appear related to negative symptom changes. In contrast, item specific recollection deficits appear to occur after the development of full psychosis. Familiarity appears to be a relatively preserved memory function across the psychosis spectrum.
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Affiliation(s)
| | - J. Daniel Ragland
- Corresponding Author. Center for Neuroscience, UC Davis Imaging Research Center, 4701 X Street Sacramento CA, 95817. Tel +1 916 734 5802; fax +1 916 734 8750.
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Ray KL, Lesh TA, Howell AM, Salo TP, Ragland JD, MacDonald AW, Gold JM, Silverstein SM, Barch DM, Carter CS. Functional network changes and cognitive control in schizophrenia. NEUROIMAGE-CLINICAL 2017; 15:161-170. [PMID: 28529872 PMCID: PMC5429248 DOI: 10.1016/j.nicl.2017.05.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 04/12/2017] [Accepted: 05/01/2017] [Indexed: 12/13/2022]
Abstract
Cognitive control is a cognitive and neural mechanism that contributes to managing the complex demands of day-to-day life. Studies have suggested that functional impairments in cognitive control associated brain circuitry contribute to a broad range of higher cognitive deficits in schizophrenia. To examine this issue, we assessed functional connectivity networks in healthy adults and individuals with schizophrenia performing tasks from two distinct cognitive domains that varied in demands for cognitive control, the RiSE episodic memory task and DPX goal maintenance task. We characterized general and cognitive control-specific effects of schizophrenia on functional connectivity within an expanded frontal parietal network (FPN) and quantified network topology properties using graph analysis. Using the network based statistic (NBS), we observed greater network functional connectivity in cognitive control demanding conditions during both tasks in both groups in the FPN, and demonstrated cognitive control FPN specificity against a task independent auditory network. NBS analyses also revealed widespread connectivity deficits in schizophrenia patients across all tasks. Furthermore, quantitative changes in network topology associated with diagnostic status and task demand were observed. The present findings, in an analysis that was limited to correct trials only, ensuring that subjects are on task, provide critical insights into network connections crucial for cognitive control and the manner in which brain networks reorganize to support such control. Impairments in this mechanism are present in schizophrenia and these results highlight how cognitive control deficits contribute to the pathophysiology of this illness.
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Affiliation(s)
- Kimberly L Ray
- Department of Psychiatry, Imaging Research Center, UC Davis, Sacramento, CA, United States
| | - Tyler A Lesh
- Department of Psychiatry, Imaging Research Center, UC Davis, Sacramento, CA, United States
| | - Amber M Howell
- Department of Psychiatry, Imaging Research Center, UC Davis, Sacramento, CA, United States
| | - Taylor P Salo
- Department of Psychiatry, Imaging Research Center, UC Davis, Sacramento, CA, United States; Department of Psychology, Florida International University, Miami, FL, United States
| | - J Daniel Ragland
- Department of Psychiatry, Imaging Research Center, UC Davis, Sacramento, CA, United States
| | - Angus W MacDonald
- Department of Psychology, University of Minnesota, Minneapolis, MN, United States
| | - James M Gold
- Maryland Psychiatric Research Center, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Steven M Silverstein
- Department of Psychiatry, Rutgers University, Robert Wood Johnson Medical School, Piscataway, NJ, United States
| | - Deana M Barch
- Department of Psychological & Brain Sciences and Psychiatry, Washington University, St Louis, MO, United States
| | - Cameron S Carter
- Department of Psychiatry, Imaging Research Center, UC Davis, Sacramento, CA, United States; Department of Psychology, University of California at Davis, Davis, CA, United States.
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Role of N-Methyl-D-Aspartate Receptors in Action-Based Predictive Coding Deficits in Schizophrenia. Biol Psychiatry 2017; 81:514-524. [PMID: 27647218 PMCID: PMC5203970 DOI: 10.1016/j.biopsych.2016.06.019] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 06/24/2016] [Accepted: 06/27/2016] [Indexed: 01/25/2023]
Abstract
BACKGROUND Recent theoretical models of schizophrenia posit that dysfunction of the neural mechanisms subserving predictive coding contributes to symptoms and cognitive deficits, and this dysfunction is further posited to result from N-methyl-D-aspartate glutamate receptor (NMDAR) hypofunction. Previously, by examining auditory cortical responses to self-generated speech sounds, we demonstrated that predictive coding during vocalization is disrupted in schizophrenia. To test the hypothesized contribution of NMDAR hypofunction to this disruption, we examined the effects of the NMDAR antagonist, ketamine, on predictive coding during vocalization in healthy volunteers and compared them with the effects of schizophrenia. METHODS In two separate studies, the N1 component of the event-related potential elicited by speech sounds during vocalization (talk) and passive playback (listen) were compared to assess the degree of N1 suppression during vocalization, a putative measure of auditory predictive coding. In the crossover study, 31 healthy volunteers completed two randomly ordered test days, a saline day and a ketamine day. Event-related potentials during the talk/listen task were obtained before infusion and during infusion on both days, and N1 amplitudes were compared across days. In the case-control study, N1 amplitudes from 34 schizophrenia patients and 33 healthy control volunteers were compared. RESULTS N1 suppression to self-produced vocalizations was significantly and similarly diminished by ketamine (Cohen's d = 1.14) and schizophrenia (Cohen's d = .85). CONCLUSIONS Disruption of NMDARs causes dysfunction in predictive coding during vocalization in a manner similar to the dysfunction observed in schizophrenia patients, consistent with the theorized contribution of NMDAR hypofunction to predictive coding deficits in schizophrenia.
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Evidence that communication impairment in schizophrenia is associated with generalized poor task performance. Psychiatry Res 2017; 249:172-179. [PMID: 28104564 PMCID: PMC5452682 DOI: 10.1016/j.psychres.2016.12.051] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2016] [Revised: 12/29/2016] [Accepted: 12/30/2016] [Indexed: 01/24/2023]
Abstract
People with schizophrenia exhibit wide-ranging cognitive deficits, including slower processing speed and decreased cognitive control. Disorganized speech symptoms, such as communication impairment, have been associated with poor cognitive control task performance (e.g., goal maintenance and working memory). Whether communication impairment is associated with poorer performance on a broader range of non-cognitive control measures is unclear. In the current study, people with schizophrenia (n =51) and non-psychiatric controls (n =26) completed speech interviews allowing for reliable quantitative assessment of communication impairment. Participants also completed multiple goal maintenance and working memory tasks. In addition, we also examined (a) simple measures of processing speed involving highly automatic prepotent responses and (b) a non-cognitive control measure of general task performance. Schizophrenia communication impairment was significantly associated with poor performance in all cognitive domains, with the largest association found with processing speed (rs =-0.52). Further, communication impairment was also associated with the non-cognitive control measure of poor general task performance (rs =-0.43). In contrast, alogia, a negative speech symptom, and positive symptoms were less if at all related to cognitive task performance. Overall, this study suggests that communication impairment in schizophrenia may be associated with relatively generalized poor cognitive task performance.
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Reilly JL, Hill SK, Gold JM, Keefe RSE, Clementz BA, Gershon E, Keshavan MS, Pearlson G, Tamminga CA, Sweeney JA. Impaired Context Processing is Attributable to Global Neuropsychological Impairment in Schizophrenia and Psychotic Bipolar Disorder. Schizophr Bull 2017; 43:397-406. [PMID: 27306316 PMCID: PMC5605273 DOI: 10.1093/schbul/sbw081] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
BACKGROUND Context processing may reflect a specific cognitive impairment in schizophrenia. Whether impaired context processing is observed across psychotic disorders or among relatives of affected individuals, and whether it is a deficit that is independent from the generalized neuropsychological deficits seen in psychotic disorders, are less established. METHODS Schizophrenia, schizoaffective, and psychotic bipolar probands (n = 660), their first-degree relatives (n = 741), and healthy individuals (n = 308) studied by the Bipolar-Schizophrenia Network on Intermediate Phenotypes consortium performed an expectancy task requiring use of contextual information to overcome a pre-potent response. Sensitivity for target detection and false alarm rates on trials requiring inhibition or goal maintenance were measured. RESULTS Proband groups and relatives with psychosis spectrum personality traits demonstrated reduced target sensitivity and elevated false alarm rates. False alarm rate was higher under inhibition vs goal maintenance conditions although this difference was attenuated in schizophrenia and schizoaffective proband groups. After accounting for global neuropsychological impairment, as reflected by the composite score from the Brief Assessment of Cognition in Schizophrenia neuropsychological battery, deficits in schizophrenia and bipolar proband groups were no longer significant. Performance measures were moderately familial. CONCLUSION Reduced target detection, but not a specific deficit in context processing, is observed across psychotic disorders. Impairments in both goal maintenance and response inhibition appear to contribute comparably to deficits in schizophrenia and schizoaffective disorder, whereas greater difficulty with response inhibition underlies deficits in bipolar disorder. Yet, these deficits are not independent from the generalized neurocognitive impairment observed in schizophrenia and psychotic bipolar disorder.
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Affiliation(s)
- James L Reilly
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - S Kristian Hill
- Department of Psychology, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | - James M Gold
- Department of Psychiatry, University of Maryland School of Medicine, Maryland Psychiatric Research Center, Baltimore, MD, USA
| | | | - Brett A Clementz
- Department of Psychology, University of Georgia, Athens, GA, USA
| | - Elliot Gershon
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL, USA
| | | | - Godfrey Pearlson
- Department of Psychiatry, Institute of Living/Hartford Hospital, Yale School of Medicine, New Haven, CT, USA
| | - Carol A Tamminga
- Department of Psychiatry, UT Southwestern Medical School, Dallas, TX, USA
| | - John A Sweeney
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, OH, USA
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Boudewyn MA, Carter CS, Long DL, Traxler MJ, Lesh TA, Mangun GR, Swaab TY. Language context processing deficits in schizophrenia: The role of attentional engagement. Neuropsychologia 2017; 96:262-273. [PMID: 28126626 PMCID: PMC5342842 DOI: 10.1016/j.neuropsychologia.2017.01.024] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 12/17/2016] [Accepted: 01/21/2017] [Indexed: 11/21/2022]
Abstract
Individuals with schizophrenia exhibit problems in language comprehension that are most evident during discourse processing. We hypothesized that deficits in cognitive control contribute to these comprehension deficits during discourse processing, and investigated the underlying cognitive-neural mechanisms using EEG (alpha power) and ERPs (N400). N400 amplitudes to globally supported or unsupported target words near the end of stories were used to index sensitivity to previous context. ERPs showed reduced sensitivity to context in patients versus controls. EEG alpha-band activity was used to index attentional engagement while participants listened to the stories. We found that context effects varied with attentional engagement in both groups, as well as with negative symptom severity in patients. Both groups demonstrated trial-to-trial fluctuations in alpha. Relatively high alpha power was associated with compromised discourse processing in participants with schizophrenia when it occurred during any early portion of the story. In contrast, discourse processing was only compromised in controls when alpha was relatively high for longer segments of the stories. Our results indicate that shifts in attention from the story context may be more detrimental to discourse processing for participants with schizophrenia than for controls, most likely due to an impaired ability to benefit from global context.
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