Subthalamic nucleus gamma oscillations mediate a switch from automatic to controlled processing: A study of random number generation in Parkinson's disease

In paced random number generation (RNG) participants are asked to generate numbers between 1 and 9 in a random fashion, in synchrony with a pacing stimulus. Successful task performance can be achieved through control of the main biases known to exist in human RNG compared to a computer generated series: seriation, cycling through a set of available numbers, and repetition avoidance. A role in response inhibition and switching from automatic to controlled processing has previously been ascribed to the subthalamic nucleus (STN). We sought evidence of frequency-specific changes in STN oscillatory activity which could be directly related to use of such strategies during RNG. Local field potentials (LFPs) were recorded from depth electrodes implanted in the STN of 7 patients (14 sides) with Parkinson's disease (PD), when patients were on dopaminergic medication. Patients were instructed to (1) generate a series of 100 numbers between 1 and 9 in a random fashion, and (2) undertake a control serial counting task, both in synchrony with a 0.5 Hz pacing stimulus. Significant increases in LFP power (p ≤ 0.05) across a narrow gamma frequency band (45-60 Hz) during RNG, compared to the control counting task, were observed. Further, the number of 'repeated pairs' (a decline in which reflects repetition avoidance bias in human RNG) was positively correlated with these gamma increases. We therefore suggest that STN gamma activity is relevant for controlled processing, in particular the active selection and repetition of the same number on successive trials. These results are consistent with a frequency-specific role of the STN in executive processes such as suppression of habitual responses and 'switching-on' of more controlled processing strategies.

[1]  R. G Brown,et al.  Executive processes in Parkinsons disease—random number generation and response suppression , 1998, Neuropsychologia.

[2]  J. Rothwell,et al.  The impact of deep brain stimulation on executive function in Parkinson's disease. , 2000, Brain : a journal of neurology.

[3]  O. Hikosaka,et al.  Role for Subthalamic Nucleus Neurons in Switching from Automatic to Controlled Eye Movement , 2008, The Journal of Neuroscience.

[4]  N. Meiran,et al.  Component Processes in Task Switching , 2000, Cognitive Psychology.

[5]  F. Michael Rabinowitz,et al.  Characteristic sequential dependencies in multiple-choice situations. , 1970 .

[6]  Andrea A. Kühn,et al.  The relationship between local field potential and neuronal discharge in the subthalamic nucleus of patients with Parkinson's disease , 2005, Experimental Neurology.

[7]  A. Baddeley,et al.  The Quarterly Journal of Experimental Psychology Section a Human Experimental Psychology Dementia and Working Memory Dementia and Working Memory , 2022 .

[8]  Thomas Foltynie,et al.  Surgical management of Parkinson’s disease , 2010, Expert review of neurotherapeutics.

[9]  J. Dostrovsky,et al.  Synchronized Neuronal Discharge in the Basal Ganglia of Parkinsonian Patients Is Limited to Oscillatory Activity , 2002, The Journal of Neuroscience.

[10]  Chris Chatfield,et al.  The Analysis of Time Series , 1990 .

[11]  Michael J. Frank,et al.  Hold Your Horses: Impulsivity, Deep Brain Stimulation, and Medication in Parkinsonism , 2007, Science.

[12]  A. Oliviero,et al.  Dopamine Dependency of Oscillations between Subthalamic Nucleus and Pallidum in Parkinson's Disease , 2001, The Journal of Neuroscience.

[13]  P. Redgrave,et al.  The basal ganglia: a vertebrate solution to the selection problem? , 1999, Neuroscience.

[14]  Stephen M Fleming,et al.  Overcoming status quo bias in the human brain , 2010, Proceedings of the National Academy of Sciences.

[15]  P. Strick,et al.  Basal Ganglia Output and Cognition: Evidence from Anatomical, Behavioral, and Clinical Studies , 2000, Brain and Cognition.

[16]  T. Shallice Specific impairments of planning. , 1982, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[17]  J. Penney,et al.  The functional anatomy of basal ganglia disorders , 1989, Trends in Neurosciences.

[18]  Julien Clinton Sprott Numerical Recipes Routines and Examples in BASIC , 1991 .

[19]  A Baddeley,et al.  The fractionation of working memory. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[20]  C. D. Frith,et al.  The Role of the Dorsolateral Prefrontal Cortex in Random Number Generation: A Study with Positron Emission Tomography , 2000, NeuroImage.

[21]  D. Joel,et al.  The connections of the primate subthalamic nucleus: indirect pathways and the open-interconnected scheme of basal ganglia-thalamocortical circuitry , 1997, Brain Research Reviews.

[22]  R. Shiffrin,et al.  Automatic and controlled processing revisited. , 1984, Psychological review.

[23]  M. Jahanshahi,et al.  The left dorsolateral prefrontal cortex and random generation of responses: studies with transcranial magnetic stimulation , 1998, Neuropsychologia.

[24]  J. Deniau,et al.  Disinhibition as a basic process in the expression of striatal functions , 1990, Trends in Neurosciences.

[25]  Donald A. Norman,et al.  Attention to Action , 1986 .

[26]  L. Hazrati,et al.  Functional anatomy of the basal ganglia , 1995 .

[27]  P. Brugger Variables That Influence the Generation of Random Sequences: An Update , 1997, Perceptual and motor skills.

[28]  M C Ridding,et al.  The effects of transcranial magnetic stimulation over the dorsolateral prefrontal cortex on suppression of habitual counting during random number generation. , 1998, Brain : a journal of neurology.

[29]  G. Goldenberg,et al.  Components of Random Generation by Normal Subjects and Patients with Dysexecutive Syndrome , 1993, Brain and Cognition.

[30]  Richard C. Atkinson,et al.  Human Memory: A Proposed System and its Control Processes , 1968, Psychology of Learning and Motivation.

[31]  A. Nambu,et al.  Functional significance of the cortico–subthalamo–pallidal ‘hyperdirect’ pathway , 2002, Neuroscience Research.

[32]  C. Marsden,et al.  The functions of the basal ganglia and the paradox of stereotaxic surgery in Parkinson's disease. , 1994, Brain : a journal of neurology.

[33]  Tipu Z. Aziz,et al.  The role of the subthalamic nucleus in response inhibition: Evidence from local field potential recordings in the human subthalamic nucleus , 2012, NeuroImage.

[34]  W. T. Thach,et al.  Basal ganglia intrinsic circuits and their role in behavior , 1993, Current Opinion in Neurobiology.

[35]  P. Brown,et al.  Event-related beta desynchronization in human subthalamic nucleus correlates with motor performance. , 2004, Brain : a journal of neurology.

[36]  P. Brown,et al.  Synchronous unit activity and local field potentials evoked in the subthalamic nucleus by cortical stimulation. , 2004, Journal of neurophysiology.

[37]  N. Ginsburg,et al.  Random Generation: Analysis of the Responses , 1994 .

[38]  M. Jahanshahi,et al.  Random number generation as an index of controlled processing. , 2006, Neuropsychology.

[39]  M. Jahanshahi,et al.  STN Stimulation Alters Pallidal—Frontal Coupling during Response Selection under Competition , 2007, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[40]  Richard S. Frackowiak,et al.  Confirmation of functional zones within the human subthalamic nucleus: Patterns of connectivity and sub-parcellation using diffusion weighted imaging , 2012, NeuroImage.

[41]  Marjan Jahanshahi,et al.  Executive dysfunction in Parkinson's disease is associated with altered pallidal–frontal processing , 2005, NeuroImage.

[42]  Peter Brown,et al.  The relationship between oscillatory activity and motor reaction time in the parkinsonian subthalamic nucleus , 2005, The European journal of neuroscience.

[43]  Peter Brown,et al.  A gamma band specific role of the subthalamic nucleus in switching during verbal fluency tasks in Parkinson’s disease , 2011, Experimental Neurology.

[44]  M. Delong,et al.  Primate models of movement disorders of basal ganglia origin , 1990, Trends in Neurosciences.

[45]  A. Parent,et al.  Functional anatomy of the basal ganglia. II. The place of subthalamic nucleus and external pallidium in basal ganglia circuitry , 1995, Brain Research Reviews.