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Abstract

Objective

To investigate in a cross-sectional study the contributions of altered cerebellar resting-state functional connectivity (FC) to cognitive impairment in Parkinson disease (PD).

Methods

We conducted morphometric and resting-state FC-MRI analyses contrasting 81 participants with PD and 43 age-matched healthy controls using rigorous quality assurance measures. To investigate the relationship of cerebellar FC to cognitive status, we compared participants with PD without cognitive impairment (Clinical Dementia Rating [CDR] scale score 0, n = 47) to participants with PD with impaired cognition (CDR score ≥0.5, n = 34). Comprehensive measures of cognition across the 5 cognitive domains were assessed for behavioral correlations.

Results

The participants with PD had significantly weaker FC between the vermis and peristriate visual association cortex compared to controls, and the strength of this FC correlated with visuospatial function and global cognition. In contrast, weaker FC between the vermis and dorsolateral prefrontal cortex was found in the cognitively impaired PD group compared to participants with PD without cognitive impairment. This effect correlated with deficits in attention, executive functions, and global cognition. No group differences in cerebellar lobular volumes or regional cortical thickness of the significant cortical clusters were observed.

Conclusion

These results demonstrate a correlation between cerebellar vermal FC and cognitive impairment in PD. The absence of significant atrophy in cerebellum or relevant cortical areas suggests that this could be related to local pathophysiology such as neurotransmitter dysfunction.

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Information & Authors

Information

Published In

Neurology®
Volume 94Number 4January 28, 2020
Pages: e384-e396
PubMed: 31848257

Publication History

Received: February 27, 2019
Accepted: July 19, 2019
Published online: December 17, 2019
Published in print: January 28, 2020

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Disclosure

The authors report no disclosures relevant to the manuscript. Go to Neurology.org/N for full disclosures.

Study Funding

This work was supported by National Institute for Neurological Disorders and Stroke/National Institute on Aging NIH RO1 NS075321, NIH RO1 NS097437, and P30 NS098577-01, American Academy of Neurology and American Brain Foundation Clinical Research Training Fellowship in Parkinson's Disease (to B.M), KL2 TR002346 National Center for Advancing Translational Sciences of the NIH (to B.M), Parkinson Study Group, Parkinson's Disease Foundation Mentored Clinical Research Award (to B.M), American Parkinson Disease Association, Greater St. Louis Chapter of American Parkinson Disease Association, Washington University ICTS/Barnes Jewish Hospital Foundation Clinical Translation Award (to M.C.C.), the Jo Oertli Fund, and the Barnes Jewish Hospital Foundation (Elliot Stein Family Fund and Parkinson Disease Research Fund).

Authors

Affiliations & Disclosures

Baijayanta Maiti, MD, PhD https://orcid.org/0000-0002-2583-4947
From the Departments of Neurology (B.M., A.Z.S., A.T., A.B.T., S.A.N., M.C.C., J.S.P.), Radiology (A.Z.S., S.A.N., M.C.C., J.S.P), Psychiatry (J.M.K), and Neuroscience (J.S.P.) and Programs in Occupational Therapy (J.S.P.) and Physical Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO.
Disclosure
Scientific Advisory Boards:
1.
NONE
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
NONE
Editorial Boards:
1.
NONE
Patents:
1.
NONE
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
NONE
Consultancies:
1.
NONE
Speakers' Bureaus:
1.
NONE
Other Activities:
1.
NONE
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
NONE
Research Support, Government Entities:
1.
1. NIH-National Center for Advancing Translational Sciences KL2 TR002346
Research Support, Academic Entities:
1.
1. American Academy of Neurology and American Brain Foundation Clinical Research Training Fellowship in Parkinson's disease 2. Parkinson Study Group, Parkinson's Disease Foundation Mentored Clinical Research Award
Research Support, Foundations and Societies:
1.
1. American Parkinson Disease Association (APDA); Greater St. Louis Chapter of the APDA 2. Jo Oertli Fund; BJH Foundation
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
NONE
Jonathan M. Koller, BSBME, BSEE https://orcid.org/0000-0002-1409-5608
From the Departments of Neurology (B.M., A.Z.S., A.T., A.B.T., S.A.N., M.C.C., J.S.P.), Radiology (A.Z.S., S.A.N., M.C.C., J.S.P), Psychiatry (J.M.K), and Neuroscience (J.S.P.) and Programs in Occupational Therapy (J.S.P.) and Physical Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO.
Disclosure
Scientific Advisory Boards:
1.
NONE
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
NONE
Editorial Boards:
1.
NONE
Patents:
1.
NONE
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
(1) Nous Imaging Inc., Senior Engineer, 3 months
Consultancies:
1.
NONE
Speakers' Bureaus:
1.
NONE
Other Activities:
1.
NONE
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
NONE
Research Support, Government Entities:
1.
NONE
Research Support, Academic Entities:
1.
NONE
Research Support, Foundations and Societies:
1.
NONE
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
NONE
Abraham Z. Snyder, MD, PhD
From the Departments of Neurology (B.M., A.Z.S., A.T., A.B.T., S.A.N., M.C.C., J.S.P.), Radiology (A.Z.S., S.A.N., M.C.C., J.S.P), Psychiatry (J.M.K), and Neuroscience (J.S.P.) and Programs in Occupational Therapy (J.S.P.) and Physical Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO.
Disclosure
Scientific Advisory Boards:
1.
NONE
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
NONE
Editorial Boards:
1.
Journal of Computational Neuroscience, Action Editor, 2009-
Patents:
1.
US application 13673816. SYSTEM AND METHOD FOR TASK-LESS MAPPING OF BRAIN ACTIVITY.
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
NONE
Consultancies:
1.
NONE
Speakers' Bureaus:
1.
NONE
Other Activities:
1.
NONE
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
NONE
Research Support, Government Entities:
1.
P30NS048056 (Marcus) 04/01/04-11/30/14 NIH/NINDS NINDS CENTER CORE FOR BRAIN IMAGING U01AG032438 (Morris) 09/15/08-12/31/14 NIH/NIA Dominantly Inherited Alzheimer Network U54MH091657 (Van Essen) 09/15/10-08/31/15 NIH/NIMH Mapping the Human Connectome: Structure, Function, and Heritability R01 MH093510 (PI: Pruett) 04/17/12-01/31/17 NIH/NIMH fcMRI in Infants at High Risk for Autism R01MH096482 (Corbetta) 02/16/12-11/30/16 NIH/NIMH ELECTROPHYSIOLOGICAL STUDIES O HUMAN ATTENTION P01AG026276 (Morris, John C) 09/30/05-05/31/16 NIH Antecendent Biomarkers for AD: The Adult Children Study R01 NS058714-04A1(Perlmutter) 07/01/12-06/30/17 NIH/NINDS Validation of Biomarkers for Nigrostriatal Neurons R01 NS077959 (Earhart) 09/30/12-07/31/17 NIH/NINDS  Exercise and Parkinson’s: Comparing Interventions and Exploring Neural Mechanisms R01 HD055741 (Piven, Pruett) 07/01/07-05/31/17 NICHD A Longitudinal MRI Study of Infants at Risk for Autism (fcMRI Image Processing Core) 1P01NS080675-01A1 (Raichle) 07/15/13-06/30/18 NIH/NINDS  Glucose Metabolism and the Default Mode Network in Health and Disease R01 NS041509 (Perlmutter) 04/01/01- NIH Mechanisms of Deep Brain Stimulation R01 MH102471 (Snyder) 02/01/14-01/31/19 NIH-NIMH Functional Connectivity in the Brain: A New Approach
Research Support, Academic Entities:
1.
NONE
Research Support, Foundations and Societies:
1.
NONE
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
NONE
Aaron B. Tanenbaum, BA, BS
From the Departments of Neurology (B.M., A.Z.S., A.T., A.B.T., S.A.N., M.C.C., J.S.P.), Radiology (A.Z.S., S.A.N., M.C.C., J.S.P), Psychiatry (J.M.K), and Neuroscience (J.S.P.) and Programs in Occupational Therapy (J.S.P.) and Physical Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO.
Disclosure
Scientific Advisory Boards:
1.
NONE
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
NONE
Editorial Boards:
1.
NONE
Patents:
1.
NONE
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
NONE
Consultancies:
1.
NONE
Speakers' Bureaus:
1.
NONE
Other Activities:
1.
NONE
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
NONE
Research Support, Government Entities:
1.
NONE
Research Support, Academic Entities:
1.
NONE
Research Support, Foundations and Societies:
1.
NONE
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
NONE
Scott A. Norris, MD
From the Departments of Neurology (B.M., A.Z.S., A.T., A.B.T., S.A.N., M.C.C., J.S.P.), Radiology (A.Z.S., S.A.N., M.C.C., J.S.P), Psychiatry (J.M.K), and Neuroscience (J.S.P.) and Programs in Occupational Therapy (J.S.P.) and Physical Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO.
Disclosure
Scientific Advisory Boards:
1.
NONE
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
NONE
Editorial Boards:
1.
NONE
Patents:
1.
NONE
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
NONE
Consultancies:
1.
NONE
Speakers' Bureaus:
1.
NONE
Other Activities:
1.
NONE
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
NONE
Research Support, Government Entities:
1.
(1) NIH/NINDS, R01NS058714, R01NS10395702, R01NS10728101 investigator, PI: Perlmutter)
Research Support, Academic Entities:
1.
NONE
Research Support, Foundations and Societies:
1.
NONE
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
NONE
Meghan C. Campbell, PhD
From the Departments of Neurology (B.M., A.Z.S., A.T., A.B.T., S.A.N., M.C.C., J.S.P.), Radiology (A.Z.S., S.A.N., M.C.C., J.S.P), Psychiatry (J.M.K), and Neuroscience (J.S.P.) and Programs in Occupational Therapy (J.S.P.) and Physical Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO.
Disclosure
Scientific Advisory Boards:
1.
NONE
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
NONE
Editorial Boards:
1.
NONE
Patents:
1.
NONE
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
NONE
Consultancies:
1.
NONE
Speakers' Bureaus:
1.
NONE
Other Activities:
1.
NONE
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
NONE
Research Support, Government Entities:
1.
1) NIH/NINDS (NS075321), co-investigator, 5/2011-present 2) NIH/NINDS (NS041509), co-investigator, 8/2011-7/2016 3) NIH/NINDS (NS097799), co-investigator, 7/2016-present 4) NIH/NINDS (NS097437), PI, 4/1/2017-present
Research Support, Academic Entities:
1.
NONE
Research Support, Foundations and Societies:
1.
1) Barnes Jewish Hospital Foundation 2) American Parkinson's Disease Association 3) Michael J. Fox Foundation
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
NONE
Joel S. Perlmutter, MD
From the Departments of Neurology (B.M., A.Z.S., A.T., A.B.T., S.A.N., M.C.C., J.S.P.), Radiology (A.Z.S., S.A.N., M.C.C., J.S.P), Psychiatry (J.M.K), and Neuroscience (J.S.P.) and Programs in Occupational Therapy (J.S.P.) and Physical Therapy (J.S.P.), Washington University School of Medicine, St. Louis, MO.
Disclosure
Scientific Advisory Boards:
1.
American Parkinson Disease Association, Scientific Advisory Board, currently, no compensation Dystonia Medical Research Foundation, Medical and Scientific Advisory Board (Scientific Director), no compensation MO Chapter of the Dystonia Medical Research Fund, medical advisory board, no compensation Greater St. Louis Chapter of the APDA, medical advisory board, no compensation co-chair of scientific advisory committee of the Parkinson study group chair of the scientific publication and data committee for ENROLL sponsored by CHDI (compensated) Chair of Standards Committee of Huntington Study Group (compensated in past)
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
1. U Louisville, honorarium 2. Toronto Western Hospital, Honorarium 3. U Maryland, honorarium 4. Weil Cornell School of Medicine, honorarium 5. U Saskatoon, honorarium 6. Movement disorders Society, honorarium 7. Society of Nuclear Medicine, honorarium 8. Rhode Island General Hospital honorarium 9. Medical University of South Carolina honorarium 10. St. Lukes Hospital in St. Louis County Honorarium 11. Emory University honorarium 12. American Academy of Neurology, honorarium 13.Parkinson Disease Foundation, honorarium 14. Columbia University, honorarium 15. Indiana Neurological Society, honorarium 16. Beth Israel Hospital, Harvard medical School, paid expenses only 17. University of Missouri, Columbia, paid expenses only 18. American Parkinson Disease Association, paid expenses only 19. st. Louis University, honorarium for lecture 20. University of Michigan, honorarium for lecture and travel expenses 21. Harvard University, honorarium for lecture and travel expenses 22. American Academy of Neurology, travel expenses 23. Stanford University, travel expenses and honorarium
Editorial Boards:
1.
Neurology, Editorial Board, no compensation, currently Movement Disorders Journal, 2003-2008, no compensation
Patents:
1.
NONE
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
NONE
Consultancies:
1.
reviewed grant for Alberta Innovates reviewed grant for Pennsylvania State University reviewed grants for NIH/NINDS reviewed grants for Parkinson Disease Foundation
Speakers' Bureaus:
1.
NONE
Other Activities:
1.
Parkinson Disease Study Group, paid for grant reviews, 2008, 2009, 2010, 2011, 2012,2013, 2016 Medtronic Inc, partial fellowship support for my section 2006-2009 Huntington Study group, paid for grant review, 2013 Huntington Study group, paid for chairing Standards Committee
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
Medtronic Inc, 2006-2009, provided partial fellowship support. We no longer accept this. Express Scripts, 2011, provided research support for investigation of phase 4 clinical trials
Research Support, Government Entities:
1.
NIH: (Perlmutter)4/1/01 - 9/30/2017 NIH RO1 1RO1NS41509 Mechanisms of Deep Brain Stimulation Role: PI (Perlmutter)7/15/05 - 3/31/11 NIH RO1 NS050425, Role: PI Carboxyfullerene treatment of MPTP-induced parkinsonism (Perlmutter) 7/1/2008 - 6/30/2018 NIH/NINDS: RO1NS058714 Validation of Neuroimaging biomarkers of nigrostriatal neuron. Role: PI (Perlmutter) RO1 NS075321 Investigations of dementia in Parkinson disease 7/1/08-6/30/21 Role: PI (Jinnah) NS065701
Research Support, Academic Entities:
1.
University of Toronto: collaborative research agreement to support MARS, a medical and research electronic database system, that was invented at Washington University. All funds go to supporting the database programmer.
Research Support, Foundations and Societies:
1.
Huntington Disease Society of American Center of Excellence: current - 2017 Bander Fund for Medical Business Ethics: Funding for study of phase 4 clinical trials and their role in marketing Fixel Foundation for preclinical research study on carboxyfullerene MJ Fox Foundation Neuroimaging Biomarkers Study; 2009-2012 CHDI: Support for HD clinical studies 2007-current McDonnell Center for Higher Brain Function: support imaging research Greater St. Louis Chapter of the American Parkinson Disease Association: - 2005-2018 Investigations of Dementia in PD. American Parkinson Disease Association; APDA Advanced PD Research Center at Washington University; 2007-2017 (PI: Perlmutter) BJH Foundation, Support for Replacement Research PET Scanner for NeuroICU 4/1/2007?3/31/2008 This supported purchase of a replacement PET scanner used for neuroscience research. MJFox Foundation (PI KJ Black) 2/1/2017 - 1/31/2019 Dopamine buffering capactiy measured by phMRI as a biomarker of PD progression. role: co-investigator
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
Gave deposition requested by defense attorney (defending a railroad and I was paid by the defense attorney) regarding a work-related injury sustained by one of my patients who is the plaintiff. 2011. reviewed medical records for personal injury case regarding tardive dyskinesia; 2013 reviewed medical records and examined plaintiff for personal injury case regarding cervical dystonia; 2013 & 2014 reviewed medical records for a Parkinson disease case; 2014 reviewed medical records for a Parkinson disease case 2015 reviewed literature for a trauma induced parkinson lawsuit 2015 reviewed literature and gave lecture to Riverstone Claims management regarding trauma induced parkinsonism, honorarium and travel expenses 2016 reviewed med-legal case (McCoy & Hiestand, PLLC legal firm) regarding injury in someone with HD -- received honorarium 2016 review medical-legal case for post-anoxic myoclonus case (Lowis & Gellen, LLP), honorarium, 2017 Medical legal review of case regarding Huntington disease (Simmons & Simmons, LLP), honorarium, 2017 medical legal review about grantng privileges to a doc with parkinson disease, honorarium, 2018 (sANDBERG, pEONIX AND VON gODDARD)

Notes

Correspondence Dr. Perlmutter [email protected]
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.

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