TY - JOUR
T1 - Dopaminergic medication reduces striatal sensitivity to negative outcomes in Parkinson's disease
AU - McCoy, Brónagh
AU - Jahfari, Sara
AU - Engels, Gwenda
AU - Knapen, Tomas
AU - Theeuwes, Jan
PY - 2019/11/1
Y1 - 2019/11/1
N2 - Reduced levels of dopamine in Parkinson's disease contribute to changes in learning, resulting from the loss of midbrain neurons that transmit a dopaminergic teaching signal to the striatum. Dopamine medication used by patients with Parkinson's disease has previously been linked to behavioural changes during learning as well as to adjustments in value-based decision-making after learning. To date, however, little is known about the specific relationship between dopaminergic medication-driven differences during learning and subsequent changes in approach/avoidance tendencies in individual patients. Twenty-four Parkinson's disease patients ON and OFF dopaminergic medication and 24 healthy controls subjects underwent functional MRI while performing a probabilistic reinforcement learning experiment. During learning, dopaminergic medication reduced an overemphasis on negative outcomes. Medication reduced negative (but not positive) outcome learning rates, while concurrent striatal blood oxygen level-dependent responses showed reduced prediction error sensitivity. Medication-induced shifts in negative learning rates were predictive of changes in approach/avoidance choice patterns after learning, and these changes were accompanied by systematic striatal blood oxygen level-dependent response alterations. These findings elucidate the role of dopamine-driven learning differences in Parkinson's disease, and show how these changes during learning impact subsequent value-based decision-making.
AB - Reduced levels of dopamine in Parkinson's disease contribute to changes in learning, resulting from the loss of midbrain neurons that transmit a dopaminergic teaching signal to the striatum. Dopamine medication used by patients with Parkinson's disease has previously been linked to behavioural changes during learning as well as to adjustments in value-based decision-making after learning. To date, however, little is known about the specific relationship between dopaminergic medication-driven differences during learning and subsequent changes in approach/avoidance tendencies in individual patients. Twenty-four Parkinson's disease patients ON and OFF dopaminergic medication and 24 healthy controls subjects underwent functional MRI while performing a probabilistic reinforcement learning experiment. During learning, dopaminergic medication reduced an overemphasis on negative outcomes. Medication reduced negative (but not positive) outcome learning rates, while concurrent striatal blood oxygen level-dependent responses showed reduced prediction error sensitivity. Medication-induced shifts in negative learning rates were predictive of changes in approach/avoidance choice patterns after learning, and these changes were accompanied by systematic striatal blood oxygen level-dependent response alterations. These findings elucidate the role of dopamine-driven learning differences in Parkinson's disease, and show how these changes during learning impact subsequent value-based decision-making.
KW - Bayesian hierarchical modelling
KW - Parkinson’s disease
KW - dopamine
KW - functional MRI
KW - reinforcement learning
UR - http://www.scopus.com/inward/record.url?scp=85074308559&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85074308559&partnerID=8YFLogxK
U2 - 10.1093/brain/awz276
DO - 10.1093/brain/awz276
M3 - Article
C2 - 31603493
AN - SCOPUS:85074308559
SN - 1460-2156
VL - 142
SP - 3605
EP - 3620
JO - Brain : a journal of neurology
JF - Brain : a journal of neurology
IS - 11
ER -