1. Robust Brain Correlates of Cognitive Performance in Psychosis and Its Prodrome.
- Author
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Ward, Heather, Beermann, Adam, Xie, Jing, Yildiz, Gulcan, Felix, Karlos, Addington, Jean, Bearden, Carrie, Cadenhead, Kristin, Cannon, Tyrone, Cornblatt, Barbara, Keshavan, Matcheri, Mathalon, Daniel, Perkins, Diana, Seidman, Larry, Stone, William, Tsuang, Ming, Walker, Elaine, Woods, Scott, Coleman, Michael, Bouix, Sylvain, Holt, Daphne, Öngür, Dost, Breier, Alan, Shenton, Martha, Heckers, Stephan, Halko, Mark, Lewandowski, Kathryn, and Brady, Roscoe
- Subjects
Auditory ,Clinical high risk ,Cognitive performance ,Early psychosis ,Psychosis ,Resting-state fMRI ,Humans ,Psychotic Disorders ,Male ,Connectome ,Female ,Magnetic Resonance Imaging ,Brain ,Adult ,Young Adult ,Prodromal Symptoms ,Cognition ,Neuropsychological Tests ,Adolescent ,Longitudinal Studies ,Cognitive Dysfunction - Abstract
BACKGROUND: Neurocognitive impairment is a well-known phenomenon in schizophrenia that begins prior to psychosis onset. Connectome-wide association studies have inconsistently linked cognitive performance to resting-state functional magnetic resonance imaging. We hypothesized that a carefully selected cognitive instrument and refined population would allow identification of reliable brain-behavior associations with connectome-wide association studies. To test this hypothesis, we first identified brain-cognition correlations via a connectome-wide association study in early psychosis. We then asked, in an independent dataset, if these brain-cognition relationships would generalize to individuals who develop psychosis in the future. METHODS: The Seidman Auditory Continuous Performance Task (ACPT) effectively differentiates healthy participants from those with psychosis. Our connectome-wide association study used the HCP-EP (Human Connectome Project for Early Psychosis) (n = 183) to identify links between connectivity and ACPT performance. We then analyzed data from the NAPLS2 (North American Prodrome Longitudinal Study 2) (n = 345), a multisite prospective study of individuals at risk for psychosis. We tested the connectome-wide association study-identified cognition-connectivity relationship in both individuals at risk for psychosis and control participants. RESULTS: Our connectome-wide association study in early-course psychosis identified robust associations between better ACPT performance and higher prefrontal-somatomotor connectivity (p < .005). Prefrontal-somatomotor connectivity was also related to ACPT performance in at-risk individuals who would develop psychosis (n = 17). This finding was not observed in nonconverters (n = 196) or control participants (n = 132). CONCLUSIONS: This connectome-wide association study identified reproducible links between connectivity and cognition in separate samples of individuals with psychosis and at-risk individuals who would later develop psychosis. A carefully selected task and population improves the ability of connectome-wide association studies to identify reliable brain-phenotype relationships.
- Published
- 2025