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October 20, 2020; 95 (16) Article

Regional, not global, functional connectivity contributes to isolated focal dystonia

View ORCID ProfileScott A. Norris, View ORCID ProfileAimee E. Morris, View ORCID ProfileMeghan C. Campbell, Morvarid Karimi, Babatunde Adeyemo, View ORCID ProfileRandal C. Paniello, View ORCID ProfileAbraham Z. Snyder, View ORCID ProfileSteven E. Petersen, View ORCID ProfileJonathan W. Mink, View ORCID ProfileJoel S. Perlmutter
First published September 10, 2020, DOI: https://doi.org/10.1212/WNL.0000000000010791
Scott A. Norris
From the Departments of Neurology (S.A.N., M.C.C., M.K., A.B., A.Z.S., S.E.P., J.S.P.), Radiology (S.A.N., M.C.C., A.Z.S., S.E.P., J.S.P.), Otolaryngology (R.C.P.), Neuroscience (S.E.P., J.S.P.), Psychology (S.E.P.), Physical Therapy (J.S.P.), and Occupational Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO; University of Rochester Medical Scientist Training Program and Neurosciences Graduate Program (A.E.M.); and Departments of Neurology, Neuroscience, and Pediatrics (J.W.M.), University of Rochester, NY.
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Aimee E. Morris
From the Departments of Neurology (S.A.N., M.C.C., M.K., A.B., A.Z.S., S.E.P., J.S.P.), Radiology (S.A.N., M.C.C., A.Z.S., S.E.P., J.S.P.), Otolaryngology (R.C.P.), Neuroscience (S.E.P., J.S.P.), Psychology (S.E.P.), Physical Therapy (J.S.P.), and Occupational Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO; University of Rochester Medical Scientist Training Program and Neurosciences Graduate Program (A.E.M.); and Departments of Neurology, Neuroscience, and Pediatrics (J.W.M.), University of Rochester, NY.
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Meghan C. Campbell
From the Departments of Neurology (S.A.N., M.C.C., M.K., A.B., A.Z.S., S.E.P., J.S.P.), Radiology (S.A.N., M.C.C., A.Z.S., S.E.P., J.S.P.), Otolaryngology (R.C.P.), Neuroscience (S.E.P., J.S.P.), Psychology (S.E.P.), Physical Therapy (J.S.P.), and Occupational Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO; University of Rochester Medical Scientist Training Program and Neurosciences Graduate Program (A.E.M.); and Departments of Neurology, Neuroscience, and Pediatrics (J.W.M.), University of Rochester, NY.
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Morvarid Karimi
From the Departments of Neurology (S.A.N., M.C.C., M.K., A.B., A.Z.S., S.E.P., J.S.P.), Radiology (S.A.N., M.C.C., A.Z.S., S.E.P., J.S.P.), Otolaryngology (R.C.P.), Neuroscience (S.E.P., J.S.P.), Psychology (S.E.P.), Physical Therapy (J.S.P.), and Occupational Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO; University of Rochester Medical Scientist Training Program and Neurosciences Graduate Program (A.E.M.); and Departments of Neurology, Neuroscience, and Pediatrics (J.W.M.), University of Rochester, NY.
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Babatunde Adeyemo
From the Departments of Neurology (S.A.N., M.C.C., M.K., A.B., A.Z.S., S.E.P., J.S.P.), Radiology (S.A.N., M.C.C., A.Z.S., S.E.P., J.S.P.), Otolaryngology (R.C.P.), Neuroscience (S.E.P., J.S.P.), Psychology (S.E.P.), Physical Therapy (J.S.P.), and Occupational Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO; University of Rochester Medical Scientist Training Program and Neurosciences Graduate Program (A.E.M.); and Departments of Neurology, Neuroscience, and Pediatrics (J.W.M.), University of Rochester, NY.
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Randal C. Paniello
From the Departments of Neurology (S.A.N., M.C.C., M.K., A.B., A.Z.S., S.E.P., J.S.P.), Radiology (S.A.N., M.C.C., A.Z.S., S.E.P., J.S.P.), Otolaryngology (R.C.P.), Neuroscience (S.E.P., J.S.P.), Psychology (S.E.P.), Physical Therapy (J.S.P.), and Occupational Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO; University of Rochester Medical Scientist Training Program and Neurosciences Graduate Program (A.E.M.); and Departments of Neurology, Neuroscience, and Pediatrics (J.W.M.), University of Rochester, NY.
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Abraham Z. Snyder
From the Departments of Neurology (S.A.N., M.C.C., M.K., A.B., A.Z.S., S.E.P., J.S.P.), Radiology (S.A.N., M.C.C., A.Z.S., S.E.P., J.S.P.), Otolaryngology (R.C.P.), Neuroscience (S.E.P., J.S.P.), Psychology (S.E.P.), Physical Therapy (J.S.P.), and Occupational Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO; University of Rochester Medical Scientist Training Program and Neurosciences Graduate Program (A.E.M.); and Departments of Neurology, Neuroscience, and Pediatrics (J.W.M.), University of Rochester, NY.
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Steven E. Petersen
From the Departments of Neurology (S.A.N., M.C.C., M.K., A.B., A.Z.S., S.E.P., J.S.P.), Radiology (S.A.N., M.C.C., A.Z.S., S.E.P., J.S.P.), Otolaryngology (R.C.P.), Neuroscience (S.E.P., J.S.P.), Psychology (S.E.P.), Physical Therapy (J.S.P.), and Occupational Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO; University of Rochester Medical Scientist Training Program and Neurosciences Graduate Program (A.E.M.); and Departments of Neurology, Neuroscience, and Pediatrics (J.W.M.), University of Rochester, NY.
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Jonathan W. Mink
From the Departments of Neurology (S.A.N., M.C.C., M.K., A.B., A.Z.S., S.E.P., J.S.P.), Radiology (S.A.N., M.C.C., A.Z.S., S.E.P., J.S.P.), Otolaryngology (R.C.P.), Neuroscience (S.E.P., J.S.P.), Psychology (S.E.P.), Physical Therapy (J.S.P.), and Occupational Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO; University of Rochester Medical Scientist Training Program and Neurosciences Graduate Program (A.E.M.); and Departments of Neurology, Neuroscience, and Pediatrics (J.W.M.), University of Rochester, NY.
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Joel S. Perlmutter
From the Departments of Neurology (S.A.N., M.C.C., M.K., A.B., A.Z.S., S.E.P., J.S.P.), Radiology (S.A.N., M.C.C., A.Z.S., S.E.P., J.S.P.), Otolaryngology (R.C.P.), Neuroscience (S.E.P., J.S.P.), Psychology (S.E.P.), Physical Therapy (J.S.P.), and Occupational Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO; University of Rochester Medical Scientist Training Program and Neurosciences Graduate Program (A.E.M.); and Departments of Neurology, Neuroscience, and Pediatrics (J.W.M.), University of Rochester, NY.
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Regional, not global, functional connectivity contributes to isolated focal dystonia
Scott A. Norris, Aimee E. Morris, Meghan C. Campbell, Morvarid Karimi, Babatunde Adeyemo, Randal C. Paniello, Abraham Z. Snyder, Steven E. Petersen, Jonathan W. Mink, Joel S. Perlmutter
Neurology Oct 2020, 95 (16) e2246-e2258; DOI: 10.1212/WNL.0000000000010791

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Abstract

Objective To test the hypothesis that there is shared regional or global functional connectivity dysfunction in a large cohort of patients with isolated focal dystonia affecting different body regions compared to control participants. In this case-control study, we obtained resting-state MRI scans (three or four 7.3-minute runs) with eyes closed in participants with focal dystonia (cranial [17], cervical [13], laryngeal [18], or limb [10]) and age- and sex-matched controls.

Methods Rigorous preprocessing for all analyses was performed to minimize effect of head motion during scan acquisition (dystonia n = 58, control n = 47 analyzed). We assessed regional functional connectivity by computing a seed-correlation map between putamen, pallidum, and sensorimotor cortex and all brain voxels. We assessed significant group differences on a cluster-wise basis. In a separate analysis, we applied 300 seed regions across the cortex, cerebellum, basal ganglia, and thalamus to comprehensively sample the whole brain. We obtained participant whole-brain correlation matrices by computing the correlation between seed average time courses for each seed pair. Weighted object-oriented data analysis assessed group-level whole-brain differences.

Results Participants with focal dystonia had decreased functional connectivity at the regional level, within the striatum and between lateral primary sensorimotor cortex and ventral intraparietal area, whereas whole-brain correlation matrices did not differ between focal dystonia and control groups. Rigorous quality control measures eliminated spurious large-scale functional connectivity differences between groups.

Conclusion Regional functional connectivity differences, not global network level dysfunction, contributes to common pathophysiologic mechanisms in isolated focal dystonia. Rigorous quality control eliminated spurious large-scale network differences between patients with focal dystonia and control participants.

Glossary

BOLD=
blood oxygenation level–dependent;
CI=
confidence interval;
FC=
functional connectivity;
FD=
focal dystonia;
GPi=
internal globus pallidus;
GSR=
global signal regression;
IPS=
intraparietal sulcus;
MDS=
multidimensional scaling;
OODA=
object-oriented data analysis;
ROI=
region of interest;
rs-fcMRI=
resting-state functional connectivity MRI;
VIP=
ventral intraparietal

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • ↵* These authors contributed equally to this work.

  • Editorial, page 711

  • Received January 24, 2020.
  • Accepted in final form May 13, 2020.
  • © 2020 American Academy of Neurology
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