TY - JOUR
T1 - Evidence of reward system dysfunction in youth at clinical high-risk for psychosis from two event-related fMRI paradigms
AU - Millman, Zachary B.
AU - Gallagher, Keith
AU - Demro, Caroline
AU - Schiffman, Jason
AU - Reeves, Gloria M.
AU - Gold, James M.
AU - Rakhshan Rouhakhtar, Pamela J.
AU - Fitzgerald, John
AU - Andorko, Nicole D.
AU - Redman, Samantha
AU - Buchanan, Robert W.
AU - Rowland, Laura M.
AU - Waltz, James A.
N1 - Publisher Copyright:
© 2019 Elsevier B.V.
PY - 2020/12
Y1 - 2020/12
N2 - Abnormal reward processing is thought to play an important role in the development of psychosis, but relatively few studies have examined reward prediction errors, reinforcement learning (RL), and the reward circuitry that subserves these interconnected processes among individuals at clinical high-risk (CHR) for the disorder. Here, we present behavioral and functional neuroimaging results of two experimental tasks designed to measure overlapping aspects of reward processing among individuals at CHR (n = 22) and healthy controls (n = 19). We found no group differences in response times to positive, negative, or neutral outcome-signaling cues, and no significant differences in brain activation during reward anticipation or receipt. Youth at CHR, however, displayed clear RL impairments, as well as attenuated responses to rewards and blunted prediction error signals in the ventral striatum, dorsal anterior cingulate cortex (dACC), and ventromedial prefrontal cortex (vmPFC). Greater contrasts for cue valence (gain-loss) and outcome magnitude (large-small) in the vmPFC were associated with more severe negative symptoms, and deficits in dACC signaling during RL were associated with more depressive symptoms. Our results provide evidence for RL deficits and abnormal prediction error signaling in the brain's reward circuitry among individuals at CHR, while also suggesting that reward motivation may be relatively preserved at this stage in development. Longitudinal studies, medication-free participants, and comparison of neurobehavioral measures against both healthy and clinical controls are needed to better understand the role of reward system abnormalities in the development of psychosis.
AB - Abnormal reward processing is thought to play an important role in the development of psychosis, but relatively few studies have examined reward prediction errors, reinforcement learning (RL), and the reward circuitry that subserves these interconnected processes among individuals at clinical high-risk (CHR) for the disorder. Here, we present behavioral and functional neuroimaging results of two experimental tasks designed to measure overlapping aspects of reward processing among individuals at CHR (n = 22) and healthy controls (n = 19). We found no group differences in response times to positive, negative, or neutral outcome-signaling cues, and no significant differences in brain activation during reward anticipation or receipt. Youth at CHR, however, displayed clear RL impairments, as well as attenuated responses to rewards and blunted prediction error signals in the ventral striatum, dorsal anterior cingulate cortex (dACC), and ventromedial prefrontal cortex (vmPFC). Greater contrasts for cue valence (gain-loss) and outcome magnitude (large-small) in the vmPFC were associated with more severe negative symptoms, and deficits in dACC signaling during RL were associated with more depressive symptoms. Our results provide evidence for RL deficits and abnormal prediction error signaling in the brain's reward circuitry among individuals at CHR, while also suggesting that reward motivation may be relatively preserved at this stage in development. Longitudinal studies, medication-free participants, and comparison of neurobehavioral measures against both healthy and clinical controls are needed to better understand the role of reward system abnormalities in the development of psychosis.
KW - Clinical high-risk
KW - Prediction error
KW - Psychosis
KW - Reinforcement learning
KW - Reward processing
KW - fMRI
UR - http://www.scopus.com/inward/record.url?scp=85064162255&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85064162255&partnerID=8YFLogxK
U2 - 10.1016/j.schres.2019.03.017
DO - 10.1016/j.schres.2019.03.017
M3 - Article
C2 - 30995969
AN - SCOPUS:85064162255
SN - 0920-9964
VL - 226
SP - 111
EP - 119
JO - Schizophrenia Research
JF - Schizophrenia Research
ER -