The purpose of this study is to examine state representation in individuals aged 15-45 who have been diagnosed with a psychotic illness, as well as young adults who do not have a psychiatric diagnosis. State Representation is our ability to process information about our surroundings. The investigators will complete a clinical trial examining two paradigms of cognitive training. They will study the impact of the cognitive training on state representation, measured by computerized tasks, and brain activity during those tasks.
This is the second component of the State Representation in Early Psychosis study; the first component is reflected in NCT05273164. The 6-month follow up visit data from the first component will be used as the Baseline data for this secondary component. In this portion of the study, participants will be invited to enroll in a clinical trial examining two forms of computerized cognitive training. They will be asked to complete 10 hours of training over a 3-6 week period. Upon completion of the training paradigm, they will have two additional follow up visits, a post-intervention and a 5 month follow up (which will correspond to approximately 12 months from enrollment). At both of these appointments, participants will complete the same activities completed in the first component of this project, which include interviews examining behaviors and symptoms of mental health conditions, self-report questionnaires, and a neurocognitive assessment. In addition, participants will complete 2 imaging appointments, in which they will receive simultaneous electroencephalography (EEG) and functional Magnetic Resonance Imaging (fMRI) while performing two computerized tasks. In the second component, the investigators will recruit adults with early psychosis and demographically matched individuals without a mental health diagnosis who have completed the first component of the research. Participants will be stratified on an EEG index of state estimation processes (fronto-parietal theta power at encoding) and randomly assigned to the two training paradigms. The investigators will investigate parameter changes in the fit causal discovery analyses in each group, fit to DPX and Bandit task variant behavioral data immediately after training and 5 months later, and they will assess whether parameter changes reflect restorative or compensatory modifications. Finally, the investigators will test the hypothesis that state representation processes and cognitive performance show greater improvement in subjects who received training tailored to their state estimation parameter.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
BASIC_SCIENCE
Masking
QUADRUPLE
Enrollment
100
Participants will complete computerized cognitive training developed by Posit Science Corporation. For a description of the training paradigms please review arm descriptions.
University of Minnesota
Minneapolis, Minnesota, United States
Change in Performance of DPX Task Variant
The DPX task variant consists of a series of pattern sequences. One pattern is designated the "A" cue, and another the "X" cue, which requires one response (AX, 60-70% of trials, e.g. respond with the left button), while other sequences require a different response (AY or BX, 12-15% of trials each, or BY, 6-10% of trials, e.g. respond with the right button). Given the strong expectation that X's evokes a valid response, BX trials place demands on the fidelity (stability, memory) of the "B" cue state representation to overcome this tendency.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in Performance of Bandit Task Variant
This is a task variant that uses choice options (neutral images) that are rewarded probabilistically. The rewarded stimulus with the highest reward is changed over time. State learning associated with staying or switching stimuli too quickly (lose-switching) can be evaluated.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in Test My Brain Neurocognitive Assessment performance: Global Cognition Z Score.
The investigators will examine global cognition scores from the Test My Brain neurocognitive battery. Z scores range from -5 to 5, with higher score indicating increased cognitive functioning.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in EEG Variables
Analysis will examine variables including phase synchrony, slope of the spectral power density (indexing E-I balance), and prefrontal/parietal theta as a measure of perceptual noise.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in MRI Variables
MRI assessments will include structural MRI, Diffusion-weighted MRI, Resting State fMRI.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in symptoms and functioning as indicated by Minnesota Symptom Severity Scale
This 29-item measure assesses symptoms in several domains such as anxiety, depression, sleep problems, somatic symptoms, and substance use. Scores range from 0 to 116, with a higher score indicating greater symptom severity.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in symptoms and functioning as indicated by the SANS/SAPS
The Scale for Assessment of Negative Symptoms (SANS, 25 items) and Scale for Assessment of Positive Symptoms (SAPS, 34 items) assess negative and positive symptoms of schizophrenia in a standardized interview. Scores on the SANS ranges from 0-125, and the SANS ranges from 0-170, with higher scores indicating increased symptom severity.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in symptoms and functioning as indicated by the BPRS
The Brief Psychiatric Rating Scale is a 24-item interview which assesses psychiatric symptoms. Scores on the BPRS rang from 24-168, with a higher score indicating increased symptom severity.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in symptoms and functioning as indicated by the SPQ-BR
Schizotypal Personality Questionnaire Brief Revised, a 32-item measure to assess a broad array of schizotypal symptoms and signs. The SPQ ranges from 32-160, with a higher score indicating greater schizotypy.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in symptoms and functioning as indicated by the SGI
The Sensory Gating Inventory Brief is a 10-item measure assesses an individual's subjective ability to modulate, filter, over-include, discriminate, attend to, and tolerate sensory stimuli. The SGI ranges from 10-60, with higher score indicating increased perceptual abnormalities.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
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Change in symptoms and functioning as indicated by the IDI
The Intersectional Discrimination Index is a 31-item measure assesses anticipated, day to day, and major discrimination experienced by the participant. Scores range from 0-136, with higher scores indicating greater discrimination experienced by the individual.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in symptoms and functioning as indicated by the WHODAS 2.0 Brief
The World Health Organization Disability Assessment Schedule is a 12-item self-administered scale measuring disability and functional impairment. The WHODAS ranges in score from 12-60, with a higher score indicating increased disability.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in symptoms and functioning as indicated by the GFS/GFR
The Global Functioning Social/Global Functioning Role scales provide a rating on a scale from 1-10 for social functioning and for role functioning, with higher scores indicating increased functioning.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in Test My Brain Neurocognitive Assessment performance: Digit Symbol Matching Z Score
This subdomain of the TMB battery assesses processing speed. Z scores range from -5 to 5, with higher score indicating increased functioning.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in Test My Brain Neurocognitive Assessment performance: Verbal Pair Associates Memory Z Score
This subdomain of the TMB battery assesses verbal learning. Z scores range from -5 to 5, with higher score indicating increased functioning.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in Test My Brain Neurocognitive Assessment performance: Matrix Reasoning Z Score
This subdomain of the TMB battery assesses reasoning skills and also provides an IQ estimate. Z scores range from -5 to 5, with higher score indicating increased functioning.
Time frame: Baseline, Immediately after the intervention, 5 month follow up
Change in Test My Brain Neurocognitive Assessment performance: Multiracial Emotion Identification Z Score
This subdomain of the TMB battery is a social cognition test that assesses the ability to recognize emotions (happiness, sadness, anger, and fear). Z scores range from -5 to 5, with higher score indicating increased functioning.
Time frame: Baseline, Immediately after the intervention, 5 month follow up