Rule learning in a serial reaction time task: an fMRI study on patients with early Parkinson's disease.

In the present study, we investigated implicit rule learning in patients with Parkinson's disease (PD) and healthy participants. Functional magnetic resonance imaging (fMRI) and a variant of the serial reaction time task were employed to examine the performance of previously learned regular sequences. Participants responded to successively appearing visual stimuli by pressing spatially corresponding keys. Unbeknownst to them, a cycling 12-item sequence was presented. In order to measure rule learning independently from initial visuomotor learning, participants were trained with the sequence prior to scanning. In the fMRI session, alternating blocks of regular and random stimuli were performed. Imaging revealed activations in the frontomedian and posterior cingulate cortex during performance of sequence blocks as opposed to random blocks. The magnitude of activations in these two areas was correlated with the behavioral index for rule learning. As has been reported earlier, the frontomedian cortex may be involved in the prediction of future stimuli and anticipation of corresponding actions, whereas the posterior cingulate activation may rather be related to memory retrieval. Additional activations of the right putamen and the inferior frontal sulcus were not related to behavioral performance. In patients with early PD, the behavioral data showed reduced training effects during pretraining, but intact rule learning during the fMRI session. Imaging revealed highly similar frontomedian and posterior cingulate activations in patients and controls, in the absence of significant striatal and inferior frontal activations in patients. Our findings support the view that in early PD, with the lateral striatofrontal dopaminergic projections being affected, medial dopaminergic projections involved in the application of previously learned rules may still be spared.

[1]  E. Koechlin,et al.  Dissociating the role of the medial and lateral anterior prefrontal cortex in human planning. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[2]  Jean-Philippe Thirion,et al.  Image matching as a diffusion process: an analogy with Maxwell's demons , 1998, Medical Image Anal..

[3]  Karl J. Friston,et al.  Delineating Necessary and Sufficient Neural Systems with Functional Imaging Studies of Neuropsychological Patients , 1999, Journal of Cognitive Neuroscience.

[4]  N. Alpert,et al.  Conscious recollection and the human hippocampal formation: evidence from positron emission tomography. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[5]  Karl J. Friston,et al.  Frontal, midbrain and striatal dopaminergic function in early and advanced Parkinson's disease A 3D [(18)F]dopa-PET study. , 1999, Brain : a journal of neurology.

[6]  L. Henderson,et al.  Serial reaction time learning and Parkinson's disease: Evidence for a procedural learning deficit , 1995, Neuropsychologia.

[7]  E. Hirsch,et al.  Caspase-3: A vulnerability factor and final effector in apoptotic death of dopaminergic neurons in Parkinson's disease. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[8]  N. Alpert,et al.  Probing striatal function in obsessive-compulsive disorder: a PET study of implicit sequence learning. , 1997, The Journal of neuropsychiatry and clinical neurosciences.

[9]  R. C. Oldfield The assessment and analysis of handedness: the Edinburgh inventory. , 1971, Neuropsychologia.

[10]  M. Erb,et al.  Activation of human language processing brain regions after the presentation of random letter strings demonstrated with event-related functional magnetic resonance imaging , 1999, Neuroscience Letters.

[11]  T Uema,et al.  Evidence for lateral premotor and parietal overactivity in Parkinson's disease during sequential and bimanual movements. A PET study. , 1997, Brain : a journal of neurology.

[12]  C. Marsden,et al.  Effect of practice on performance of a skilled motor task in patients with Parkinson's disease. , 1992, Journal of neurology, neurosurgery, and psychiatry.

[13]  Alan C. Evans,et al.  Functional Anatomy of Visuomotor Skill Learning in Human Subjects Examined with Positron Emission Tomography , 1996, The European journal of neuroscience.

[14]  F. Chollet,et al.  Cortical motor reorganization in akinetic patients with Parkinson's disease: a functional MRI study. , 2000, Brain : a journal of neurology.

[15]  R. Cabeza,et al.  Imaging Cognition II: An Empirical Review of 275 PET and fMRI Studies , 2000, Journal of Cognitive Neuroscience.

[16]  Evelyn C. Ferstl,et al.  The role of coherence and cohesion in text comprehension: an event-related fMRI study. , 2001, Brain research. Cognitive brain research.

[17]  Z. Tong,et al.  Up-regulation of tyrosine hydroxylase mRNA in a sub-population of A10 dopamine neurons in Parkinson's disease. , 2000, Brain research. Molecular brain research.

[18]  D. Brooks,et al.  Motor sequence learning: a study with positron emission tomography , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[19]  Scott T. Grafton,et al.  Functional Mapping of Sequence Learning in Normal Humans , 1995, Journal of Cognitive Neuroscience.

[20]  F. Chollet,et al.  The ipsilateral cerebellar hemisphere is overactive during hand movements in akinetic parkinsonian patients. , 1997, Brain : a journal of neurology.

[21]  A. Lees,et al.  Ageing and Parkinson's disease: substantia nigra regional selectivity. , 1991, Brain : a journal of neurology.

[22]  J. Doyon,et al.  Role of the Striatum, Cerebellum, and Frontal Lobes in the Learning of a Visuomotor Sequence , 1997, Brain and Cognition.

[23]  Richard S. J. Frackowiak,et al.  Impaired mesial frontal and putamen activation in Parkinson's disease: A positron emission tomography study , 1992, Annals of neurology.

[24]  J. Taylor,et al.  Episodic retrieval activates the precuneus irrespective of the imagery content of word pair associates. A PET study. , 1999, Brain : a journal of neurology.

[25]  L. Squire Memory and Brain , 1987 .

[26]  Irene Daum,et al.  Sequence learning in Parkinson’s disease: a comparison of spatial-attention and number-response sequences , 2000, Neuropsychologia.

[27]  O. Hikosaka,et al.  Transition of Brain Activation from Frontal to Parietal Areas in Visuomotor Sequence Learning , 1998, The Journal of Neuroscience.

[28]  D G Norris,et al.  Reduced power multislice MDEFT imaging , 2000, Journal of magnetic resonance imaging : JMRI.

[29]  D. V. von Cramon,et al.  Functional organization of the lateral premotor cortex: fMRI reveals different regions activated by anticipation of object properties, location and speed. , 2001, Brain research. Cognitive brain research.

[30]  M. Hoehn,et al.  Parkinsonism , 1967, Neurology.

[31]  E. Maguire,et al.  The functional neuroanatomy of comprehension and memory: the importance of prior knowledge. , 1999, Brain : a journal of neurology.

[32]  F. Craik,et al.  Novelty and familiarity activations in PET studies of memory encoding and retrieval. , 1996, Cerebral cortex.

[33]  M. Buonocore,et al.  Remembering familiar people: the posterior cingulate cortex and autobiographical memory retrieval , 2001, Neuroscience.

[34]  M. Nissen,et al.  Attentional requirements of learning: Evidence from performance measures , 1987, Cognitive Psychology.

[35]  Karl J. Friston,et al.  Statistical parametric maps in functional imaging: A general linear approach , 1994 .

[36]  W. Gibb,et al.  The relevance of the Lewy body to the pathogenesis of idiopathic Parkinson's disease. , 1988, Journal of neurology, neurosurgery, and psychiatry.

[37]  Matthew F. S. Rushworth,et al.  The left hemisphere and the selection of learned actions , 1998, Neuropsychologia.

[38]  K. Zilles,et al.  The neural correlates of person familiarity. A functional magnetic resonance imaging study with clinical implications. , 2001, Brain : a journal of neurology.

[39]  P S Goldman-Rakic,et al.  Widespread origin of the primate mesofrontal dopamine system. , 1998, Cerebral cortex.

[40]  D Yves von Cramon,et al.  PII: S0887-6177(01)00134-2 , 2002 .

[41]  Tim Curran,et al.  Implicit sequence learning from a cognitive neuroscience perspective: What, how, and where? , 1998 .

[42]  Karl J. Friston,et al.  Scanning patients with tasks they can perform , 1999, Human brain mapping.

[43]  M. Hallett,et al.  A PET study of sequential finger movements of varying length in patients with Parkinson's disease. , 1999, Brain : a journal of neurology.

[44]  Peter A. Frensch,et al.  One concept, multiple meanings: On how to define the concept of implicit learning. , 1998 .

[45]  Michael A. Stadler,et al.  Handbook of implicit learning , 1998 .

[46]  M. Ghilardi,et al.  Functional networks in motor sequence learning: Abnormal topographies in Parkinson's disease , 2001, Human brain mapping.

[47]  R. Siegert,et al.  Implicit learning in Parkinson's disease: evidence from a verbal version of the serial reaction time task. , 1998, Journal of clinical and experimental neuropsychology.

[48]  Richard S. J. Frackowiak,et al.  Anatomy of motor learning. I. Frontal cortex and attention to action. , 1997, Journal of neurophysiology.

[49]  G. E. Alexander,et al.  Parallel organization of functionally segregated circuits linking basal ganglia and cortex. , 1986, Annual review of neuroscience.

[50]  S. Kosslyn,et al.  A PET investigation of implicit and explicit sequence learning , 1995 .

[51]  Intact learning of artificial grammars and intact category learning by patients with Parkinson's disease. , 1999 .

[52]  M. Hallett,et al.  Procedural learning in Parkinson's disease and cerebellar degeneration , 1993, Annals of neurology.

[53]  G. Berns,et al.  Brain regions responsive to novelty in the absence of awareness. , 1997, Science.

[54]  M. Torrens Co-Planar Stereotaxic Atlas of the Human Brain—3-Dimensional Proportional System: An Approach to Cerebral Imaging, J. Talairach, P. Tournoux. Georg Thieme Verlag, New York (1988), 122 pp., 130 figs. DM 268 , 1990 .

[55]  G Lohmann,et al.  LIPSIA--a new software system for the evaluation of functional magnetic resonance images of the human brain. , 2001, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

[56]  A. Reber Implicit learning of artificial grammars , 1967 .

[57]  S. Petersen,et al.  Functional Anatomic Studies of Memory Retrieval for Auditory Words and Visual Pictures , 1996, The Journal of Neuroscience.

[58]  B Opitz,et al.  Conscious recollection and illusory recognition: an event‐related fMRI study , 2001, The European journal of neuroscience.

[59]  Richard S. J. Frackowiak,et al.  Other minds in the brain: a functional imaging study of “theory of mind” in story comprehension , 1995, Cognition.

[60]  RP Dum,et al.  The origin of corticospinal projections from the premotor areas in the frontal lobe , 1991, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[61]  H. Nelson A Modified Card Sorting Test Sensitive to Frontal Lobe Defects , 1976, Cortex.

[62]  Richard S. J. Frackowiak,et al.  Anatomy of motor learning. II. Subcortical structures and learning by trial and error. , 1997, Journal of neurophysiology.

[63]  J. Doyon,et al.  Role of the striatum, cerebellum and frontal lobes in the automatization of a repeated visuomotor sequence of movements , 1998, Neuropsychologia.

[64]  S. Rauch,et al.  Striatal recruitment during an implicit sequence learning task as measured by functional magnetic resonance imaging , 1997, Human brain mapping.

[65]  Evelyn C. Ferstl,et al.  The Anterior Frontomedian Cortex and Evaluative Judgment: An fMRI Study , 2002, NeuroImage.

[66]  John McDowall,et al.  Preserved Implicit Learning on Both the Serial Reaction Time Task and Artificial Grammar in Patients with Parkinson's Disease , 2001, Brain and Cognition.

[67]  D. Balota,et al.  Implicit Memory and the Formation of New Associations in Nondemented Parkinson′s Disease Individuals and Individuals with Senile Dementia of the Alzheimer Type: A Serial Reaction Time (SRT) Investigation , 1993, Brain and Cognition.

[68]  Mark Hallett,et al.  Learning in Parkinson’s disease: eyeblink conditioning, declarative learning, and procedural learning , 1999, Journal of neurology, neurosurgery, and psychiatry.

[69]  O. Hikosaka,et al.  Activation of human presupplementary motor area in learning of sequential procedures: a functional MRI study. , 1996, Journal of neurophysiology.

[70]  V Bosch,et al.  Statistical analysis of multi‐subject fMRI data: Assessment of focal activations , 2000, Journal of magnetic resonance imaging : JMRI.

[71]  Axel Cleeremans,et al.  Striatum forever, despite sequence learning variability: A random effect analysis of PET data , 2000, Human brain mapping.

[72]  Ravi S. Menon,et al.  Imaging at high magnetic fields: initial experiences at 4 T. , 1993, Magnetic resonance quarterly.

[73]  P. Peigneux,et al.  Exploration of implicit artificial grammar learning in Parkinson's disease. , 1999, Acta neurologica Belgica.

[74]  Arthur S. Reber,et al.  Cognition Unawares. (Book Reviews: Implicit Learning and Tacit Knowledge. An Essay on the Cognitive Unconscious.) , 1996 .

[75]  C. Marsden,et al.  Recent Developments in Parkinson's Disease , 1986 .

[76]  Peder J. Johnson,et al.  Assessing implicit learning with indirect tests: Determining what is learned about sequence structure. , 1994 .

[77]  M. Schwaiger,et al.  Event-related functional magnetic resonance imaging in Parkinson's disease before and after levodopa. , 2001, Brain : a journal of neurology.

[78]  Peter Bullemer,et al.  On the development of procedural knowledge. , 1989 .