Skip to main content
Advertisement

Main menu

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • Video Articles
    • AJNR Case Collection
    • Case of the Week Archive
    • Case of the Month Archive
    • Classic Case Archive
  • Special Collections
    • AJNR Awards
    • Low-Field MRI
    • Alzheimer Disease
    • ASNR Foundation Special Collection
    • Photon-Counting CT
    • View All
  • Multimedia
    • AJNR Podcasts
    • AJNR SCANtastic
    • Trainee Corner
    • MRI Safety Corner
    • Imaging Protocols
  • For Authors
    • Submit a Manuscript
    • Submit a Video Article
    • Submit an eLetter to the Editor/Response
    • Manuscript Submission Guidelines
    • Statistical Tips
    • Fast Publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Imaging Protocol Submission
    • Author Policies
  • About Us
    • About AJNR
    • Editorial Board
    • Editorial Board Alumni
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home

User menu

  • Alerts
  • Log in

Search

  • Advanced search
American Journal of Neuroradiology
American Journal of Neuroradiology

American Journal of Neuroradiology

ASHNR American Society of Functional Neuroradiology ASHNR American Society of Pediatric Neuroradiology ASSR
  • Alerts
  • Log in

Advanced Search

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • Video Articles
    • AJNR Case Collection
    • Case of the Week Archive
    • Case of the Month Archive
    • Classic Case Archive
  • Special Collections
    • AJNR Awards
    • Low-Field MRI
    • Alzheimer Disease
    • ASNR Foundation Special Collection
    • Photon-Counting CT
    • View All
  • Multimedia
    • AJNR Podcasts
    • AJNR SCANtastic
    • Trainee Corner
    • MRI Safety Corner
    • Imaging Protocols
  • For Authors
    • Submit a Manuscript
    • Submit a Video Article
    • Submit an eLetter to the Editor/Response
    • Manuscript Submission Guidelines
    • Statistical Tips
    • Fast Publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Imaging Protocol Submission
    • Author Policies
  • About Us
    • About AJNR
    • Editorial Board
    • Editorial Board Alumni
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home
  • Follow AJNR on Twitter
  • Visit AJNR on Facebook
  • Follow AJNR on Instagram
  • Join AJNR on LinkedIn
  • RSS Feeds

AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Research ArticleFunctional

Connectomic Basis for Tremor Control in Stereotactic Radiosurgical Thalamotomy

E.H. Middlebrooks, R.A. Popple, E. Greco, L. Okromelidze, H.C. Walker, D.A. Lakhani, A.R. Anderson, E.M. Thomas, H.D. Deshpande, B.A. McCullough, N.P. Stover, V.W. Sung, A.P. Nicholas, D.G. Standaert, T. Yacoubian, M.N. Dean, J.A. Roper, S.S. Grewal, M.T. Holland, J.N. Bentley, B.L. Guthrie and M. Bredel
American Journal of Neuroradiology February 2023, 44 (2) 157-164; DOI: https://doi.org/10.3174/ajnr.A7778
E.H. Middlebrooks
aFrom the Departments of Radiology (E.H.M., E.G., L.O., D.A.L.)
bNeurosurgery (E.H.M., S.S.G.), Mayo Clinic, Jacksonville, Florida
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for E.H. Middlebrooks
R.A. Popple
cDepartments of Radiation Oncology (R.A.P., A.R.A., E.M.T., M.B.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for R.A. Popple
E. Greco
aFrom the Departments of Radiology (E.H.M., E.G., L.O., D.A.L.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for E. Greco
L. Okromelidze
aFrom the Departments of Radiology (E.H.M., E.G., L.O., D.A.L.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for L. Okromelidze
H.C. Walker
dNeurology (H.C.W., B.A.M., N.P.S., V.W.S., A.P.N., D.G.S., T.Y., M.N.D.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for H.C. Walker
D.A. Lakhani
aFrom the Departments of Radiology (E.H.M., E.G., L.O., D.A.L.)
gDepartment of Radiology (D.A.L.), West Virginia University, Morgantown, West Virginia
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for D.A. Lakhani
A.R. Anderson
cDepartments of Radiation Oncology (R.A.P., A.R.A., E.M.T., M.B.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for A.R. Anderson
E.M. Thomas
cDepartments of Radiation Oncology (R.A.P., A.R.A., E.M.T., M.B.)
hDepartment of Radiation Oncology (E.M.T.), Ohio State University, Columbus, Ohio
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
H.D. Deshpande
eRadiology (H.D.D.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for H.D. Deshpande
B.A. McCullough
dNeurology (H.C.W., B.A.M., N.P.S., V.W.S., A.P.N., D.G.S., T.Y., M.N.D.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
N.P. Stover
dNeurology (H.C.W., B.A.M., N.P.S., V.W.S., A.P.N., D.G.S., T.Y., M.N.D.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for N.P. Stover
V.W. Sung
dNeurology (H.C.W., B.A.M., N.P.S., V.W.S., A.P.N., D.G.S., T.Y., M.N.D.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for V.W. Sung
A.P. Nicholas
dNeurology (H.C.W., B.A.M., N.P.S., V.W.S., A.P.N., D.G.S., T.Y., M.N.D.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
D.G. Standaert
dNeurology (H.C.W., B.A.M., N.P.S., V.W.S., A.P.N., D.G.S., T.Y., M.N.D.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for D.G. Standaert
T. Yacoubian
dNeurology (H.C.W., B.A.M., N.P.S., V.W.S., A.P.N., D.G.S., T.Y., M.N.D.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for T. Yacoubian
M.N. Dean
dNeurology (H.C.W., B.A.M., N.P.S., V.W.S., A.P.N., D.G.S., T.Y., M.N.D.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for M.N. Dean
J.A. Roper
iSchool of Kinesiology (J.A.R.), Auburn University, Auburn, Alabama
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for J.A. Roper
S.S. Grewal
bNeurosurgery (E.H.M., S.S.G.), Mayo Clinic, Jacksonville, Florida
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for S.S. Grewal
M.T. Holland
fNeurosurgery (M.T.H., J.N.B., B.L.G.), University of Alabama at Birmingham, Birmingham, Alabama
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for M.T. Holland
J.N. Bentley
fNeurosurgery (M.T.H., J.N.B., B.L.G.), University of Alabama at Birmingham, Birmingham, Alabama
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for J.N. Bentley
B.L. Guthrie
fNeurosurgery (M.T.H., J.N.B., B.L.G.), University of Alabama at Birmingham, Birmingham, Alabama
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for B.L. Guthrie
M. Bredel
cDepartments of Radiation Oncology (R.A.P., A.R.A., E.M.T., M.B.)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for M. Bredel
  • Article
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF
Loading

Article Figures & Data

Figures

  • Tables
  • FIG 1.
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIG 1.

    Pipeline for generation of a single-subject lesion connectivity map and lesion tract map (A and B). The lesion is segmented from the posttreatment MR imaging (C). The mean BOLD time-series for the lesion is extracted and correlated to all other brain voxels. D, The resulting t-score map is a patient-specific lesion connectivity map. E, The lesion is used as a seed region to generate a patient-specific lesion tract map representing the probability of all streamlines connected to the lesion.

  • FIG 2.
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIG 2.

    Tract fingerprint representing the ideal tract connectivity pattern for tremor improvement. Commonly implicated areas of abnormality in tremor are identified, including the cerebello-thalamo-cortical motor network, as well as striate and extrastriate cortical regions.

  • FIG 3.
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIG 3.

    Group tract R-map of pathways most correlated with tremor improvement.

  • FIG 4.
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIG 4.

    A, Leave-one-out cross-validation of the tract fingerprint shows greater similarity of the individual’s lesion tract map to the fingerprint map predicted measured improvement in tremor (r = 0.52; P  = .006). B, Leave-one-out cross-validation of the functional fingerprint also shows that greater similarity of the individual’s lesion functional map to the fingerprint map predicted measured improvement in tremor (r = 0.50; P  = .008).

  • FIG 5.
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIG 5.

    Functional fingerprint representing the ideal tract connectivity pattern for tremor improvement. Similar to the tract fingerprint, commonly implicated areas of abnormality in tremor are identified, including the cerebello-thalamo-cortical motor network as well as the striate and extrastriate cortical regions.

Tables

  • Figures
  • Demographic and clinical outcome data

    Criteria
    Age at treatment (yr)72.3 (SD, 13.1)
    Male sex (No.) (%)17 (63.0%)
    Essential tremor (No.) (%)22 (81.5%)
    Parkinson disease (No.) (%)4 (14.8%)
    ET + PD (No.) (%)1 (3.7%)
    Baseline contralateral TRS score (mean)6.8 (SD, 4.3)
    Baseline ipsilateral TRS score (mean)4.9 (SD, 4.3)
    Baseline midline TRS score (mean)2.5 (SD, 2.8)
    Follow-up duration (mean) (mo)10.0 (SD, 5.0)
    Postoperative contralateral TRS improvement (mean)55.1% (SD, 38.9%)
    Postoperative ipsilateral TRS improvement (mean)9.9% (SD, 61.8%)
    Postoperative midline TRS improvement (mean)27.2% (SD, 90.0%)
    • Note:—ET indicates essential tremor; PD, Parkinson disease.

PreviousNext
Back to top

In this issue

American Journal of Neuroradiology: 44 (2)
American Journal of Neuroradiology
Vol. 44, Issue 2
1 Feb 2023
  • Table of Contents
  • Index by author
  • Complete Issue (PDF)
Advertisement
Print
Download PDF
Email Article

Thank you for your interest in spreading the word on American Journal of Neuroradiology.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Connectomic Basis for Tremor Control in Stereotactic Radiosurgical Thalamotomy
(Your Name) has sent you a message from American Journal of Neuroradiology
(Your Name) thought you would like to see the American Journal of Neuroradiology web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Cite this article
E.H. Middlebrooks, R.A. Popple, E. Greco, L. Okromelidze, H.C. Walker, D.A. Lakhani, A.R. Anderson, E.M. Thomas, H.D. Deshpande, B.A. McCullough, N.P. Stover, V.W. Sung, A.P. Nicholas, D.G. Standaert, T. Yacoubian, M.N. Dean, J.A. Roper, S.S. Grewal, M.T. Holland, J.N. Bentley, B.L. Guthrie, M. Bredel
Connectomic Basis for Tremor Control in Stereotactic Radiosurgical Thalamotomy
American Journal of Neuroradiology Feb 2023, 44 (2) 157-164; DOI: 10.3174/ajnr.A7778

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
0 Responses
Respond to this article
Share
Bookmark this article
Connectomics for Tremor Control in Radiosurgery
E.H. Middlebrooks, R.A. Popple, E. Greco, L. Okromelidze, H.C. Walker, D.A. Lakhani, A.R. Anderson, E.M. Thomas, H.D. Deshpande, B.A. McCullough, N.P. Stover, V.W. Sung, A.P. Nicholas, D.G. Standaert, T. Yacoubian, M.N. Dean, J.A. Roper, S.S. Grewal, M.T. Holland, J.N. Bentley, B.L. Guthrie, M. Bredel
American Journal of Neuroradiology Feb 2023, 44 (2) 157-164; DOI: 10.3174/ajnr.A7778
del.icio.us logo Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Purchase

Jump to section

  • Article
    • Abstract
    • ABBREVIATIONS:
    • MATERIALS AND METHODS
    • RESULTS
    • DISCUSSION
    • CONCLUSIONS
    • Footnotes
    • References
  • Figures & Data
  • Supplemental
  • Info & Metrics
  • Responses
  • References
  • PDF

Related Articles

  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Crossref (3)
  • Google Scholar

This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Stereotactic radiosurgery in the treatment of essential tremor – a systematic review
    Mateusz Bilski, Katarzyna Szklener, Sebastian Szklener, Anna Rudzińska, Natalia Kluz, Jakub Klas, Anna Rodzajewska, Weronika Kuryło, Mateusz Korga, Izabela Baranowska, Sławomir Mańdziuk
    Frontiers in Neurology 2024 15
  • Gamma knife versus linear accelerator thalamotomy for essential tremor and Parkinson’s disease: A systematic review and meta-analysis
    Renuka Chintapalli, Stephano Chang, Tania Kaprealian, Ricky Savjani, Stephen Tenn, Ausaf Bari
    Journal of Clinical Neuroscience 2025 133
  • The variation of functional connectivity and activity before and after thalamotomy surgery (review)
    Mohammad-Hossein H. K. Nili, Shahrzad M. Esfahan, Yamin Bagheri, Abdol-Hossein Vahabie, Mehdi Sanayei, Abolhassan Ertiaei, Mohammad Shirani, Mohammad-Reza A. Dehaqani, Ehsan Rezayat
    Frontiers in Human Neuroscience 2023 17

More in this TOC Section

  • Kurtosis and Epileptogenic Tubers: A Pilot Study
  • Glutaric Aciduria Type 1: DK vs. Conventional MRI
  • Multiparametric MRI in PEDS Pontine Glioma
Show more FUNCTIONAL

Similar Articles

Advertisement

Indexed Content

  • Current Issue
  • Accepted Manuscripts
  • Article Preview
  • Past Issues
  • Editorials
  • Editor's Choice
  • Fellows' Journal Club
  • Letters to the Editor
  • Video Articles

Cases

  • Case Collection
  • Archive - Case of the Week
  • Archive - Case of the Month
  • Archive - Classic Case

More from AJNR

  • Trainee Corner
  • Imaging Protocols
  • MRI Safety Corner
  • Book Reviews

Multimedia

  • AJNR Podcasts
  • AJNR Scantastics

Resources

  • Turnaround Time
  • Submit a Manuscript
  • Submit a Video Article
  • Submit an eLetter to the Editor/Response
  • Manuscript Submission Guidelines
  • Statistical Tips
  • Fast Publishing of Accepted Manuscripts
  • Graphical Abstract Preparation
  • Imaging Protocol Submission
  • Evidence-Based Medicine Level Guide
  • Publishing Checklists
  • Author Policies
  • Become a Reviewer/Academy of Reviewers
  • News and Updates

About Us

  • About AJNR
  • Editorial Board
  • Editorial Board Alumni
  • Alerts
  • Permissions
  • Not an AJNR Subscriber? Join Now
  • Advertise with Us
  • Librarian Resources
  • Feedback
  • Terms and Conditions
  • AJNR Editorial Board Alumni

American Society of Neuroradiology

  • Not an ASNR Member? Join Now

© 2025 by the American Society of Neuroradiology All rights, including for text and data mining, AI training, and similar technologies, are reserved.
Print ISSN: 0195-6108 Online ISSN: 1936-959X

Powered by HighWire