Functional differences between macaque prefrontal cortex and caudate nucleus during eye movements with and without reward

The prefrontal cortex and the basal ganglia form mutually connected networks and are thought to play essential roles together in guiding goal-directed behaviors. Yet, these structures seem to have independent pathways to motor outputs as well, suggesting differential contributions to goal-directed behaviors. We hypothesized that the prefrontal cortex guides actions to a direction required by external demands and the basal ganglia guide actions to an internally motivated direction. To test this hypothesis, we used a task in which monkeys were required to make a memory-guided saccade to a direction indicated by a visual cue while only one direction was associated with reward. We observed a functional dissociation between the lateral prefrontal cortex (LPFC), which commonly represented the cue direction, and the caudate nucleus (CD), which commonly represented the reward-associated direction. Furthermore, cue-directed and reward-directed signals were integrated differently in the two areas; when the cue direction and the reward direction were opposite, LPFC neurons maintained tuning to the cue direction, whereas CD neurons lost the tuning. Different types of spatial tuning in the two brain areas may contribute to different types of goal-directed behavior.

[1]  G. E. Alexander,et al.  Basal ganglia-thalamocortical circuits: parallel substrates for motor, oculomotor, "prefrontal" and "limbic" functions. , 1990, Progress in brain research.

[2]  B. Richmond,et al.  Implantation of magnetic search coils for measurement of eye position: An improved method , 1980, Vision Research.

[3]  Peter Dayan,et al.  Q-learning , 1992, Machine Learning.

[4]  N. P. Quinn,et al.  Striatal Contribution to Cognition: Working Memory and Executive Function in Parkinson's Disease before and after Unilateral Posteroventral Pallidotomy , 2002, Journal of Cognitive Neuroscience.

[5]  Saori C. Tanaka,et al.  Prediction of immediate and future rewards differentially recruits cortico-basal ganglia loops , 2004, Nature Neuroscience.

[6]  D. Denny-Brown,et al.  DISEASES OF THE BASAL GANGLIA , 1960 .

[7]  C. Marsden,et al.  Internal versus external cues and the control of attention in Parkinson's disease. , 1988, Brain : a journal of neurology.

[8]  D. Robinson,et al.  A METHOD OF MEASURING EYE MOVEMENT USING A SCLERAL SEARCH COIL IN A MAGNETIC FIELD. , 1963, IEEE transactions on bio-medical engineering.

[9]  H. E. Rosvold,et al.  Cognitive deficit caused by regional depletion of dopamine in prefrontal cortex of rhesus monkey. , 1979, Science.

[10]  M. Botvinick,et al.  Parsing executive processes: strategic vs. evaluative functions of the anterior cingulate cortex. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[11]  C. Jacobsen FUNCTIONS OF FRONTAL ASSOCIATION AREA IN PRIMATES , 1935 .

[12]  O. Hikosaka,et al.  Modulation of saccadic eye movements by predicted reward outcome , 2001, Experimental Brain Research.

[13]  Richard S. Sutton,et al.  Neuronlike adaptive elements that can solve difficult learning control problems , 1983, IEEE Transactions on Systems, Man, and Cybernetics.

[14]  R J HERRNSTEIN,et al.  Relative and absolute strength of response as a function of frequency of reinforcement. , 1961, Journal of the experimental analysis of behavior.

[15]  H. Niki,et al.  Prefrontal cortical unit activity and delayed alternation performance in monkeys. , 1971, Journal of neurophysiology.

[16]  P. Goldman-Rakic,et al.  Longitudinal topography and interdigitation of corticostriatal projections in the rhesus monkey , 1985, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[17]  A. Graybiel,et al.  Responses of tonically active neurons in the primate's striatum undergo systematic changes during behavioral sensorimotor conditioning , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[18]  P. Goldman-Rakic,et al.  Mnemonic coding of visual space in the monkey's dorsolateral prefrontal cortex. , 1989, Journal of neurophysiology.

[19]  B. Richmond,et al.  Neural signals in the monkey ventral striatum related to motivation for juice and cocaine rewards. , 1996, Journal of neurophysiology.

[20]  Peter Dayan,et al.  Technical Note: Q-Learning , 2004, Machine Learning.

[21]  T. Robbins,et al.  Contrasting mechanisms of impaired attentional set-shifting in patients with frontal lobe damage or Parkinson's disease. , 1993, Brain : a journal of neurology.

[22]  Okihide Hikosaka,et al.  Effects of motivational conflicts on visually elicited saccades in monkeys , 2003, Experimental Brain Research.

[23]  O. Hikosaka,et al.  Expectation of reward modulates cognitive signals in the basal ganglia , 1998, Nature Neuroscience.

[24]  O. Hikosaka,et al.  Feature-Based Anticipation of Cues that Predict Reward in Monkey Caudate Nucleus , 2002, Neuron.

[25]  T. Robbins,et al.  Distractibility during selection-for-action: differential deficits in Huntington’s disease and following frontal lobe damage , 2003, Neuropsychologia.

[26]  M. Raichle,et al.  The anterior cingulate cortex mediates processing selection in the Stroop attentional conflict paradigm. , 1990, Proceedings of the National Academy of Sciences of the United States of America.

[27]  W. Schultz,et al.  Neuronal activity in monkey ventral striatum related to the expectation of reward , 1992, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[28]  E. Yeterian,et al.  Cortico-striate projections in the rhesus monkey: The organization of certain cortico-caudate connections , 1978, Brain Research.

[29]  W. Nauta,et al.  An intricately patterned prefronto‐caudate projection in the rhesus monkey , 1977, The Journal of comparative neurology.

[30]  P. Calabresi,et al.  Dopaminergic control of synaptic plasticity in the dorsal striatum , 2001, The European journal of neuroscience.

[31]  O. Hikosaka,et al.  Dopamine Neurons Can Represent Context-Dependent Prediction Error , 2004, Neuron.

[32]  E. Miller,et al.  Different time courses of learning-related activity in the prefrontal cortex and striatum , 2005, Nature.

[33]  W. Schultz,et al.  Role of primate basal ganglia and frontal cortex in the internal generation of movements , 1992, Experimental Brain Research.

[34]  J. Wickens,et al.  A cellular mechanism of reward-related learning , 2001, Nature.

[35]  O. Hikosaka,et al.  Reward-dependent spatial selectivity of anticipatory activity in monkey caudate neurons. , 2002, Journal of neurophysiology.

[36]  K. Campbell,et al.  A neural correlate of response bias in monkey caudate nucleus , 2022 .

[37]  Samuel M. McClure,et al.  Separate Neural Systems Value Immediate and Delayed Monetary Rewards , 2004, Science.

[38]  O. Hikosaka,et al.  Influence of reward expectation on visuospatial processing in macaque lateral prefrontal cortex. , 2002, Journal of neurophysiology.

[39]  J. Houk,et al.  Modulation of striatal single units by expected reward: a spiny neuron model displaying dopamine-induced bistability. , 2003, Journal of neurophysiology.

[40]  O. Hikosaka,et al.  Functional properties of monkey caudate neurons. III. Activities related to expectation of target and reward. , 1989, Journal of neurophysiology.

[41]  Douglas L. Jones,et al.  From motivation to action: Functional interface between the limbic system and the motor system , 1980, Progress in Neurobiology.

[42]  G. E. Alexander,et al.  Neuron Activity Related to Short-Term Memory , 1971, Science.

[43]  A. Parent,et al.  Synaptic relationships between dopaminergic afferents and cortical or thalamic input in the sensorimotor territory of the striatum in monkey , 1994, The Journal of comparative neurology.