Skip to main content
Advertisement
  • Neurology.org
  • Journals
    • Neurology
    • Clinical Practice
    • Education
    • Genetics
    • Neuroimmunology & Neuroinflammation
  • Online Sections
    • Neurology Video Journal Club
    • Neurology: Neuroimmunology & Neuroinflammation COVID-19 Article Hub
    • Diversity, Equity, & Inclusion (DEI)
    • Innovations in Care Delivery
    • Practice Buzz
    • Practice Current
    • Residents & Fellows
    • Without Borders
  • Collections
    • COVID-19
    • Disputes & Debates
    • Health Disparities
    • Infographics
    • Null Hypothesis
    • Patient Pages
    • Topics A-Z
    • Translations
  • Podcast
  • CME
  • About
    • About the Journals
    • Contact Us
    • Editorial Board
  • Authors
    • Submit New Manuscript
    • Submit Revised Manuscript
    • Author Center

Advanced Search

Main menu

  • Neurology.org
  • Journals
    • Neurology
    • Clinical Practice
    • Education
    • Genetics
    • Neuroimmunology & Neuroinflammation
  • Online Sections
    • Neurology Video Journal Club
    • Neurology: Neuroimmunology & Neuroinflammation COVID-19 Article Hub
    • Diversity, Equity, & Inclusion (DEI)
    • Innovations in Care Delivery
    • Practice Buzz
    • Practice Current
    • Residents & Fellows
    • Without Borders
  • Collections
    • COVID-19
    • Disputes & Debates
    • Health Disparities
    • Infographics
    • Null Hypothesis
    • Patient Pages
    • Topics A-Z
    • Translations
  • Podcast
  • CME
  • About
    • About the Journals
    • Contact Us
    • Editorial Board
  • Authors
    • Submit New Manuscript
    • Submit Revised Manuscript
    • Author Center
  • Home
  • Articles
  • Issues
  • COVID-19 Article Hub
  • Infographics & Video Summaries

User menu

  • My Alerts
  • Log in

Search

  • Advanced search
Neurology Neuroimmunology & Neuroinflammation
Home
A peer-reviewed clinical and translational neurology open access journal
  • My Alerts
  • Log in
Site Logo
  • Home
  • Articles
  • Issues
  • COVID-19 Article Hub
  • Infographics & Video Summaries

Share

May 2020; 7 (3) ArticleOpen Access

Insights into disseminated MS brain pathology with multimodal diffusion tensor and PET imaging

Svetlana Bezukladova, View ORCID ProfileJouni Tuisku, Markus Matilainen, View ORCID ProfileAnna Vuorimaa, View ORCID ProfileMarjo Nylund, Sarah Smith, Marcus Sucksdorff, Mehrbod Mohammadian, View ORCID ProfileVirva Saunavaara, Sini Laaksonen, Johanna Rokka, Juha O. Rinne, Eero Rissanen, View ORCID ProfileLaura Airas
First published March 2, 2020, DOI: https://doi.org/10.1212/NXI.0000000000000691
Svetlana Bezukladova
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jouni Tuisku
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Jouni Tuisku
Markus Matilainen
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Anna Vuorimaa
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Anna Vuorimaa
Marjo Nylund
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Marjo Nylund
Sarah Smith
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Marcus Sucksdorff
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Mehrbod Mohammadian
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Virva Saunavaara
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Virva Saunavaara
Sini Laaksonen
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Johanna Rokka
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Juha O. Rinne
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Eero Rissanen
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Laura Airas
From the Turku PET Centre (S.B., J.T., M. Matilainen, A.V., M.N., S.S., M.S., M. Mohammadian, V.S., S.L., J.R., J.O.R., E.R., L.A.), University of Turku and Turku University Hospital; Division of Clinical Neurosciences (A.V., M.N., S.S., M.S., S.L., E.R., L.A.), Turku University Hospital; and Department of Medical Physics (V.S.), Division of Medical Imaging, Turku University Hospital, Finland.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Laura Airas
Full PDF
Citation
Insights into disseminated MS brain pathology with multimodal diffusion tensor and PET imaging
Svetlana Bezukladova, Jouni Tuisku, Markus Matilainen, Anna Vuorimaa, Marjo Nylund, Sarah Smith, Marcus Sucksdorff, Mehrbod Mohammadian, Virva Saunavaara, Sini Laaksonen, Johanna Rokka, Juha O. Rinne, Eero Rissanen, Laura Airas
Neurol Neuroimmunol Neuroinflamm May 2020, 7 (3) e691; DOI: 10.1212/NXI.0000000000000691

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Permissions

Make Comment

See Comments

Downloads
806

Share

  • Article
  • Figures & Data
  • Info & Disclosures
Loading

Article Figures & Data

Figures

  • Tables
  • Figure 1
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 1 [11C](R)-PK11195 binding in the global and segmented NAWM in patients with MS compared with HCs

    Region of interest–specific binding of [11C](R)-PK11195 measured as DVR in the global NAWM and in the segmented NAWM of 55 patients with MS compared with 10 HCs. Boxplots show median DVR values with the first and third interquartile. Data beyond end of whiskers are outliers and plotted as points. The pairwise comparisons were performed with the analysis of covariance with age as covariate, followed by Tukey post hoc adjustment for multiple comparisons, and were considered statistically significant at the level of p < 0.05. CIN = cingulate; DVR = distribution volume ratio; dWM = deep normal-appearing white matter; FRO = frontal; HC = healthy control; NAWM = normal-appearing white matter; OCC = occipital; PAR = parietal; RRMS = relapsing-remitting MS; SPMS = secondary progressive MS; TMP = temporal. *p < 0.05; **p < 0.01; ***p < 0.001.

  • Figure 2
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 2 Structural changes in whole and segmented NAWM regions in patients with MS compared with HCs

    Differences in fractional anisotropy (A), mean diffusivity (B), axial diffusivity (C), and radial diffusivity (D) in the whole and segmented NAWM subregions of patients with MS (RRMS n = 40, SPMS n = 15) and HCs (n = 15). Boxplots show median DTI values with the first and third interquartile. Data beyond end of whiskers are outliers and plotted as points. The pairwise comparisons were performed with the Wilcoxon test and were considered statistically significant at the level of p < 0.05. The Holm method was used to adjust the p values for multiple comparisons. AD = axial diffusivity; CIN = cingulate; dWM = deep normal-appearing white matter; FA = fractional anisotropy; FRO = frontal; HC = healthy control; MD = mean diffusivity; NAWM = normal-appearing white matter; OCC = occipital; PAR = parietal; RD = radial diffusivity; RRMS = relapsing-remitting MS; SPMS = secondary progressive MS; TMP = temporal. *p < 0.05; **p < 0.01.

  • Figure 3
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 3 Associations of NAWM [11C](R)-PK11195 binding and decreased tract integrity to disability

    Decreased WM integrity (A–D) and increased specific binding of [11C](R)-PK11195 measured as DVR in the global NAWM (E) is associated with clinical disability, evaluated with the EDSS score. The correlations are visualized with linear regression lines and Spearman correlation coefficient, significant at the level of p < 0.05. AD = axial diffusivity; DVR = distribution volume ratio; EDSS = Expanded Disability Status Scale; FA = fractional anisotropy; MD = mean diffusivity; NAWM = normal-appearing white matter; RD = radial diffusivity; RRMS = relapsing-remitting MS; SPMS = secondary progressive MS; WM = white matter.

  • Figure 4
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 4 Associations between [11C](R)-PK11195 binding and structural WM changes in NAWM in patients with MS

    Specific binding of [11C](R)-PK11195 measured as DVR in the NAWM correlates with FA (A) and with MD, AD, and RD (B–D) measured within the NAWM of 55 patients with MS. The correlations are visualized with linear regression lines and Spearman correlation coefficient, significant at the level of p < 0.05. Voxel-wise correlation of increased microglial activation and decreased FA in the NAWM of patients with MS is shown in (E). Statistically significant voxel-wise FA and DVR correlation coefficients in the NAWM (shown in green) and in the whole WM (shown in red-yellow) for the patients with MS (n = 54) at a group level. Correction for multiple comparisons was performed using FDR with significance level of p < 0.05. Significant clusters were found within the superior longitudinal fasciculus, corticospinal tract, cingulate gyrus, corona radiata, and forceps minor, and also within thalamic radiation. AD = axial diffusivity; DVR = distribution volume ratio; FA = fractional anisotropy; FDR = false discovery rate; MD = mean diffusivity; NAWM = normal-appearing white matter; RD = radial diffusivity; RRMS = relapsing-remitting MS; SPMS = secondary progressive MS; WM = white matter.

Tables

  • Figures
  • Table 1
    • Download figure
    • Open in new tab
    • Download powerpoint
    • Download figure
    • Open in new tab
    • Download powerpoint

Letters: Rapid online correspondence

No comments have been published for this article.
Comment

REQUIREMENTS

If you are uploading a letter concerning an article:
You must have updated your disclosures within six months: http://submit.neurology.org

Your co-authors must send a completed Publishing Agreement Form to Neurology Staff (not necessary for the lead/corresponding author as the form below will suffice) before you upload your comment.

If you are responding to a comment that was written about an article you originally authored:
You (and co-authors) do not need to fill out forms or check disclosures as author forms are still valid
and apply to letter.

Submission specifications:

  • Submissions must be < 200 words with < 5 references. Reference 1 must be the article on which you are commenting.
  • Submissions should not have more than 5 authors. (Exception: original author replies can include all original authors of the article)
  • Submit only on articles published within 6 months of issue date.
  • Do not be redundant. Read any comments already posted on the article prior to submission.
  • Submitted comments are subject to editing and editor review prior to posting.

More guidelines and information on Disputes & Debates

Compose Comment

More information about text formats

Plain text

  • No HTML tags allowed.
  • Web page addresses and e-mail addresses turn into links automatically.
  • Lines and paragraphs break automatically.
Author Information
NOTE: The first author must also be the corresponding author of the comment.
First or given name, e.g. 'Peter'.
Your last, or family, name, e.g. 'MacMoody'.
Your email address, e.g. higgs-boson@gmail.com
Your role and/or occupation, e.g. 'Orthopedic Surgeon'.
Your organization or institution (if applicable), e.g. 'Royal Free Hospital'.
Publishing Agreement
NOTE: All authors, besides the first/corresponding author, must complete a separate Publishing Agreement Form and provide via email to the editorial office before comments can be posted.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.

Vertical Tabs

You May Also be Interested in

Back to top
  • Article
    • Abstract
    • Glossary
    • Methods
    • Results
    • Discussion
    • Study funding
    • Disclosure
    • Acknowledgment
    • Appendix Authors
    • Footnotes
    • References
  • Figures & Data
  • Info & Disclosures
Advertisement

SARS-CoV-2 Vaccination Safety in Guillain-Barré Syndrome, Chronic Inflammatory Demyelinating Polyneuropathy, and Multifocal Motor Neuropathy

Dr. Jeffrey Allen and Dr. Nicholas Purcell

► Watch

Related Articles

  • No related articles found.

Topics Discussed

  • Multiple sclerosis
  • PET
  • DWI

Alert Me

  • Alert me when eletters are published

Recommended articles

  • Article
    Microglial activation, white matter tract damage, and disability in MS
    Eero Rissanen, Jouni Tuisku, Tero Vahlberg et al.
    Neurology: Neuroimmunology & Neuroinflammation, March 06, 2018
  • Article
    High serum neurofilament associates with diffuse white matter damage in MS
    Maija Saraste, Svetlana Bezukladova, Markus Matilainen et al.
    Neurology: Neuroimmunology & Neuroinflammation, December 08, 2020
  • Article
    Natalizumab treatment reduces microglial activation in the white matter of the MS brain
    Marcus Sucksdorff, Jouni Tuisku, Markus Matilainen et al.
    Neurology: Neuroimmunology & Neuroinflammation, June 07, 2019
  • Article
    Physical activity is related to the structural integrity of cerebral white matter
    Rob A.R. Gons, Anil M. Tuladhar, Karlijn F. de Laat et al.
    Neurology, August 06, 2013
Neurology - Neuroimmunology Neuroinflammation: 10 (3)

Articles

  • Articles
  • Issues
  • Popular Articles

About

  • About the Journals
  • Ethics Policies
  • Editors & Editorial Board
  • Contact Us
  • Advertise

Submit

  • Author Center
  • Submit a Manuscript
  • Information for Reviewers
  • AAN Guidelines
  • Permissions

Subscribers

  • Subscribe
  • Sign up for eAlerts
  • RSS Feed
Site Logo
  • Visit neurology Template on Facebook
  • Follow neurology Template on Twitter
  • Visit Neurology on YouTube
  • Neurology
  • Neurology: Clinical Practice
  • Neurology: Education
  • Neurology: Genetics
  • Neurology: Neuroimmunology & Neuroinflammation
  • AAN.com
  • AANnews
  • Continuum
  • Brain & Life
  • Neurology Today

Wolters Kluwer Logo

Neurology: Neuroimmunology & Neuroinflammation
Online ISSN: 2332-7812

© 2023 American Academy of Neurology

  • Privacy Policy
  • Feedback
  • Advertise