Rhythm-specific modulation of the sensorimotor network in drug-naive patients with Parkinson's disease by levodopa.

Brain activity during rest is characterized by slow (0.01-0.1 Hz) fluctuations of blood oxygenation level-dependent functional magnetic resonance imaging signals. These fluctuations are organized as functional connectivity networks called resting-state networks, anatomically corresponding to specific neuronal circuits. As Parkinson's disease is mainly characterized by a dysfunction of the sensorimotor pathways, which can be influenced by levodopa administration, the present study investigated the functional connectivity changes within the sensorimotor resting-state network in drug-naïve patients with Parkinson's disease after acute levodopa administration. Using a double-blind placebo-controlled design, resting-state functional magnetic resonance imaging was carried out in 20 drug-naïve patients with Parkinson's disease, immediately before and 60 min after, oral administration of either levodopa or placebo. Control resting-state functional magnetic resonance imaging data were recorded in 18 age- and sex-matched healthy volunteers. Independent component analysis was performed to extract resting-state network maps and associated time-course spectral features. At the anatomical level, levodopa enhanced the sensorimotor network functional connectivity in the supplementary motor area, a region where drug-naïve patients with Parkinson's disease exhibited reduced signal fluctuations compared with untreated patients. At the spectral frequency level, levodopa stimulated these fluctuations in a selective frequency band of the sensorimotor network. The reported effects induced by levodopa on sensorimotor network topological and spectral features confirm that the sensorimotor system is a target of acute levodopa administration in drug-naïve patients with Parkinson's disease. Moreover, while the regional changes in supplementary motor area reflect the functional improvement in motor function, the rhythm-specific modulation induced by the dopamine precursor discloses a novel aspect of pharmacological stimulation in Parkinson's disease, adding further insight to the comprehension of levodopa action.

[1]  N. Makris,et al.  Decreased volume of left and total anterior insular lobule in schizophrenia , 2006, Schizophrenia Research.

[2]  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.

[3]  N. Makris,et al.  Hypothalamic Abnormalities in Schizophrenia: Sex Effects and Genetic Vulnerability , 2007, Biological Psychiatry.

[4]  L. Parsons,et al.  Interregional connectivity to primary motor cortex revealed using MRI resting state images , 1999, Human brain mapping.

[5]  T. Goldberg,et al.  Dopaminergic modulation of cortical function in patients with Parkinson's disease , 2002, Annals of neurology.

[6]  E. Formisano,et al.  Functional connectivity as revealed by spatial independent component analysis of fMRI measurements during rest , 2004, Human brain mapping.

[7]  M. Hallett,et al.  Functional connectivity of cortical motor areas in the resting state in Parkinson's disease , 2011, Human brain mapping.

[8]  V. Haughton,et al.  Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data. , 2001, AJNR. American journal of neuroradiology.

[9]  S. Fahn Members of the UPDRS Development Committee. Unified Parkinson's Disease Rating Scale , 1987 .

[10]  G. Glover,et al.  Resting-State Functional Connectivity in Major Depression: Abnormally Increased Contributions from Subgenual Cingulate Cortex and Thalamus , 2007, Biological Psychiatry.

[11]  R W Cox,et al.  AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. , 1996, Computers and biomedical research, an international journal.

[12]  D. Schacter,et al.  The Brain's Default Network , 2008, Annals of the New York Academy of Sciences.

[13]  P. Bandettini,et al.  The effect of respiration variations on independent component analysis results of resting state functional connectivity , 2008, Human brain mapping.

[14]  Fabrizio Esposito,et al.  Alcohol increases spontaneous BOLD signal fluctuations in the visual network , 2010, NeuroImage.

[15]  Scott Peltier,et al.  Frontiers in Systems Neuroscience Systems Neuroscience Altered Resting State Cortico-striatal Connectivity in Mild to Moderate Stage Parkinson's Disease Materials and Methods Frequency Content Analysis of the Fmri Bold Signal Comparison of Caudate versus Putamen Functional Connectivity in Controls, , 2022 .

[16]  J. Tanji,et al.  Behavioral planning in the prefrontal cortex , 2001, Current Opinion in Neurobiology.

[17]  V. Calhoun,et al.  Default mode network connectivity in stable vs progressive mild cognitive impairment , 2011, Neurology.

[18]  M. Hallett,et al.  A functional MRI study of automatic movements in patients with Parkinson's disease. , 2005, Brain : a journal of neurology.

[19]  Aapo Hyvärinen,et al.  Fast and robust fixed-point algorithms for independent component analysis , 1999, IEEE Trans. Neural Networks.

[20]  R. Cools Dopaminergic control of the striatum for high-level cognition , 2011, Current Opinion in Neurobiology.

[21]  Darren Price,et al.  Investigating the electrophysiological basis of resting state networks using magnetoencephalography , 2011, Proceedings of the National Academy of Sciences.

[22]  N. Bohnen,et al.  L-DOPA changes spontaneous low-frequency BOLD signal oscillations in Parkinson's disease: a resting state fMRI study , 2012, Front. Syst. Neurosci..

[23]  C. Kelly,et al.  L-Dopa Modulates Functional Connectivity in Striatal Cognitive and Motor Networks: A Double-Blind Placebo-Controlled Study , 2009, NeuroImage.

[24]  G H Glover,et al.  Image‐based method for retrospective correction of physiological motion effects in fMRI: RETROICOR , 2000, Magnetic resonance in medicine.

[25]  Kuncheng Li,et al.  Changes of functional connectivity of the motor network in the resting state in Parkinson's disease , 2009, Neuroscience Letters.

[26]  Mark D'Esposito,et al.  Alpha-Band Phase Synchrony Is Related to Activity in the Fronto-Parietal Adaptive Control Network , 2012, The Journal of Neuroscience.

[27]  Alexis T Baria,et al.  Anatomical and Functional Assemblies of Brain BOLD Oscillations , 2011, The Journal of Neuroscience.

[28]  C. Büchel,et al.  Pharmacologically modulated fMRI--cortical responsiveness to levodopa in drug-naive hemiparkinsonian patients. , 2003, Brain : a journal of neurology.

[29]  A. Schnitzler,et al.  Motor‐cortical oscillations in early stages of Parkinson's disease , 2012, The Journal of physiology.

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

[31]  M. Greicius Resting-state functional connectivity in neuropsychiatric disorders , 2008, Current opinion in neurology.

[32]  H. Freund,et al.  The cerebral oscillatory network of parkinsonian resting tremor. , 2003, Brain : a journal of neurology.

[33]  L. Deecke,et al.  The Preparation and Execution of Self-Initiated and Externally-Triggered Movement: A Study of Event-Related fMRI , 2002, NeuroImage.

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

[35]  M. Corbetta,et al.  Electrophysiological signatures of resting state networks in the human brain , 2007, Proceedings of the National Academy of Sciences.

[36]  S. Fahn Unified Parkinson's Disease Rating Scale , 1987 .

[37]  M. Raichle,et al.  Searching for a baseline: Functional imaging and the resting human brain , 2001, Nature Reviews Neuroscience.

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

[39]  Karl J. Friston,et al.  Analysis of fMRI Time-Series Revisited , 1995, NeuroImage.

[40]  Y. Liu,et al.  Reliability analysis of the resting state can sensitively and specifically identify the presence of Parkinson disease , 2013, NeuroImage.

[41]  Timothy Edward John Behrens,et al.  Functional-anatomical validation and individual variation of diffusion tractography-based segmentation of the human thalamus. , 2005, Cerebral cortex.

[42]  Vince D. Calhoun,et al.  A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data , 2009, NeuroImage.

[43]  G. Buzsáki,et al.  Neuronal Oscillations in Cortical Networks , 2004, Science.

[44]  Jonathan D. Cohen,et al.  Improved Assessment of Significant Activation in Functional Magnetic Resonance Imaging (fMRI): Use of a Cluster‐Size Threshold , 1995, Magnetic resonance in medicine.

[45]  G. Buzsáki,et al.  Natural logarithmic relationship between brain oscillators , 2003 .

[46]  M. Schölvinck,et al.  Neural basis of global resting-state fMRI activity , 2010, Proceedings of the National Academy of Sciences.

[47]  Mark W. Woolrich,et al.  Bayesian analysis of neuroimaging data in FSL , 2009, NeuroImage.

[48]  M. Contin,et al.  Pharmacokinetics of levodopa , 2010, Journal of Neurology.

[49]  Erkki Oja,et al.  Independent Component Analysis , 2001 .

[50]  C. Clarke,et al.  Systematic review of acute levodopa and apomorphine challenge tests in the diagnosis of idiopathic Parkinson's disease , 2000, Journal of neurology, neurosurgery, and psychiatry.

[51]  Mark W. Woolrich,et al.  Advances in functional and structural MR image analysis and implementation as FSL , 2004, NeuroImage.

[52]  Rainer Goebel,et al.  Analysis of functional image analysis contest (FIAC) data with brainvoyager QX: From single‐subject to cortically aligned group general linear model analysis and self‐organizing group independent component analysis , 2006, Human brain mapping.

[53]  B. Biswal,et al.  Functional connectivity in the motor cortex of resting human brain using echo‐planar mri , 1995, Magnetic resonance in medicine.

[54]  C. Marsden,et al.  Self-initiated versus externally triggered movements. I. An investigation using measurement of regional cerebral blood flow with PET and movement-related potentials in normal and Parkinson's disease subjects. , 1995, Brain : a journal of neurology.

[55]  M. Lowe,et al.  Functional Connectivity in Single and Multislice Echoplanar Imaging Using Resting-State Fluctuations , 1998, NeuroImage.

[56]  K. Elisabet Ohlin,et al.  Impact of L-DOPA treatment on regional cerebral blood flow and metabolism in the basal ganglia in a rat model of Parkinson's disease , 2012, NeuroImage.

[57]  M. Greicius,et al.  Default-mode network activity distinguishes Alzheimer's disease from healthy aging: Evidence from functional MRI , 2004, Proc. Natl. Acad. Sci. USA.

[58]  P. Koehler,et al.  Magnetic flimmers: 'light in the electromagnetic darkness'. , 2013, Brain : a journal of neurology.

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

[60]  Marina Vannucci,et al.  Decomposing Intra-Subject Variability in Children with Attention-Deficit/Hyperactivity Disorder , 2008, Biological Psychiatry.

[61]  S Makeig,et al.  Analysis of fMRI data by blind separation into independent spatial components , 1998, Human brain mapping.

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

[63]  Kenneth Hugdahl,et al.  Prediction of human errors by maladaptive changes in event-related brain networks , 2008, Proceedings of the National Academy of Sciences.

[64]  Bharat B. Biswal,et al.  The oscillating brain: Complex and reliable , 2010, NeuroImage.

[65]  Karl J. Friston,et al.  The influence of spontaneous activity on stimulus processing in primary visual cortex , 2012, NeuroImage.

[66]  M. Butz,et al.  Levodopa affects functional brain networks in parkinsonian resting tremor , 2009, Movement disorders : official journal of the Movement Disorder Society.

[67]  S. Rauch,et al.  Structural brain magnetic resonance imaging of limbic and thalamic volumes in pediatric bipolar disorder. , 2005, The American journal of psychiatry.

[68]  C. Kennard,et al.  Functional role of the supplementary and pre-supplementary motor areas , 2008, Nature Reviews Neuroscience.

[69]  Chaozhe Zhu,et al.  An improved approach to detection of amplitude of low-frequency fluctuation (ALFF) for resting-state fMRI: Fractional ALFF , 2008, Journal of Neuroscience Methods.

[70]  R. Passingham,et al.  Self-initiated versus externally triggered movements. I. An investigation using measurement of regional cerebral blood flow with PET and movement-related potentials in normal and Parkinson's disease subjects. , 1996, Brain : a journal of neurology.

[71]  G. Deco,et al.  Emerging concepts for the dynamical organization of resting-state activity in the brain , 2010, Nature Reviews Neuroscience.

[72]  R. Kahn,et al.  Functionally linked resting‐state networks reflect the underlying structural connectivity architecture of the human brain , 2009, Human brain mapping.

[73]  Anders M. Dale,et al.  An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest , 2006, NeuroImage.

[74]  S. Rombouts,et al.  Consistent resting-state networks across healthy subjects , 2006, Proceedings of the National Academy of Sciences.

[75]  A. Kleinschmidt,et al.  Intrinsic Connectivity Networks, Alpha Oscillations, and Tonic Alertness: A Simultaneous Electroencephalography/Functional Magnetic Resonance Imaging Study , 2010, The Journal of Neuroscience.

[76]  Karl J. Friston,et al.  Cortical areas and the selection of movement: a study with positron emission tomography , 1991, Experimental Brain Research.

[77]  M. D’Esposito,et al.  Inverted-U–Shaped Dopamine Actions on Human Working Memory and Cognitive Control , 2011, Biological Psychiatry.

[78]  Albert Dahan,et al.  Effects of morphine and alcohol on functional brain connectivity during “resting state”:A placebo‐controlled crossover study in healthy young men , 2012, Human brain mapping.

[79]  Ralf Deichmann,et al.  Resting state fMRI reveals increased subthalamic nucleus–motor cortex connectivity in Parkinson's disease , 2011, NeuroImage.

[80]  R. Passingham,et al.  Self-initiated versus externally triggered movements. II. The effect of movement predictability on regional cerebral blood flow. , 2000, Brain : a journal of neurology.

[81]  I. Toni,et al.  Spatial remapping of cortico-striatal connectivity in Parkinson's disease – a resting state fMRI study , 2009, NeuroImage.

[82]  Vinod Menon,et al.  Functional connectivity in the resting brain: A network analysis of the default mode hypothesis , 2002, Proceedings of the National Academy of Sciences of the United States of America.