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March 2019; 6 (2) ArticleOpen Access

MRI phenotypes in MS

Longitudinal changes and miRNA signatures

Christopher C. Hemond, Brian C. Healy, Shahamat Tauhid, Maria A. Mazzola, Francisco J. Quintana, Roopali Gandhi, Howard L. Weiner, Rohit Bakshi
First published February 15, 2019, DOI: https://doi.org/10.1212/NXI.0000000000000530
Christopher C. Hemond
From the Departments of Neurology (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.) and Department of Radiology (R.B.); Brigham and Women's Hospital (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Laboratory for Neuroimaging Research (C.C.H., S.T., R.H.); Partners Multiple Sclerosis Center (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Ann Romney Center for Neurologic Diseases (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); and Harvard Medical School (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W., R.B.), Boston, MA.
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Brian C. Healy
From the Departments of Neurology (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.) and Department of Radiology (R.B.); Brigham and Women's Hospital (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Laboratory for Neuroimaging Research (C.C.H., S.T., R.H.); Partners Multiple Sclerosis Center (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Ann Romney Center for Neurologic Diseases (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); and Harvard Medical School (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W., R.B.), Boston, MA.
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Shahamat Tauhid
From the Departments of Neurology (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.) and Department of Radiology (R.B.); Brigham and Women's Hospital (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Laboratory for Neuroimaging Research (C.C.H., S.T., R.H.); Partners Multiple Sclerosis Center (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Ann Romney Center for Neurologic Diseases (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); and Harvard Medical School (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W., R.B.), Boston, MA.
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Maria A. Mazzola
From the Departments of Neurology (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.) and Department of Radiology (R.B.); Brigham and Women's Hospital (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Laboratory for Neuroimaging Research (C.C.H., S.T., R.H.); Partners Multiple Sclerosis Center (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Ann Romney Center for Neurologic Diseases (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); and Harvard Medical School (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W., R.B.), Boston, MA.
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Francisco J. Quintana
From the Departments of Neurology (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.) and Department of Radiology (R.B.); Brigham and Women's Hospital (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Laboratory for Neuroimaging Research (C.C.H., S.T., R.H.); Partners Multiple Sclerosis Center (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Ann Romney Center for Neurologic Diseases (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); and Harvard Medical School (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W., R.B.), Boston, MA.
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Roopali Gandhi
From the Departments of Neurology (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.) and Department of Radiology (R.B.); Brigham and Women's Hospital (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Laboratory for Neuroimaging Research (C.C.H., S.T., R.H.); Partners Multiple Sclerosis Center (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Ann Romney Center for Neurologic Diseases (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); and Harvard Medical School (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W., R.B.), Boston, MA.
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Howard L. Weiner
From the Departments of Neurology (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.) and Department of Radiology (R.B.); Brigham and Women's Hospital (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Laboratory for Neuroimaging Research (C.C.H., S.T., R.H.); Partners Multiple Sclerosis Center (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Ann Romney Center for Neurologic Diseases (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); and Harvard Medical School (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W., R.B.), Boston, MA.
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Rohit Bakshi
From the Departments of Neurology (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.) and Department of Radiology (R.B.); Brigham and Women's Hospital (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Laboratory for Neuroimaging Research (C.C.H., S.T., R.H.); Partners Multiple Sclerosis Center (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Ann Romney Center for Neurologic Diseases (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); and Harvard Medical School (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W., R.B.), Boston, MA.
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Full PDF
Citation
MRI phenotypes in MS
Longitudinal changes and miRNA signatures
Christopher C. Hemond, Brian C. Healy, Shahamat Tauhid, Maria A. Mazzola, Francisco J. Quintana, Roopali Gandhi, Howard L. Weiner, Rohit Bakshi
Neurol Neuroimmunol Neuroinflamm Mar 2019, 6 (2) e530; DOI: 10.1212/NXI.0000000000000530

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Article Information

vol. 6 no. 2 e530
DOI: 
https://doi.org/10.1212/NXI.0000000000000530
PubMed: 
30800720

Published By: 
Wolters Kluwer Health, Inc. on behalf of the American Academy of Neurology
Online ISSN: 
2332-7812
History: 
  • Received July 31, 2018
  • Accepted in final form November 9, 2018
  • First Published February 15, 2019.

Copyright & Usage: 
Copyright © 2019 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Academy of Neurology. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND), which permits downloading and sharing the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.

Author Disclosures

    1. Christopher C. Hemond, MD,
    2. Brian C. Healy, PhD,
    3. Shahamat Tauhid, MD,
    4. Maria A. Mazzola, MD,
    5. Francisco J. Quintana, PhD,
    6. Roopali Gandhi, PhD,
    7. Howard L. Weiner, MD and
    8. Rohit Bakshi, MD, MA
  1. Christopher C. Hemond, MD,
  2. 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. Clinical Research Fellowship in Multiple Sclerosis was sponsored by the American Academy of Neurology Institute, with funding provided in part by Sanofi-Genzyme

    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

  3. Brian C. Healy, PhD,
  4. Scientific Advisory Boards:
    1. NONE

    Gifts:
    1. NONE

    Funding for Travel or Speaker Honoraria:
    1. NONE

    Editorial Boards:
    1. Statistical Methods in Medical Research, editorial board, 2008-Present

    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. Merck Serono, 2009-Present Genzyme, 2014-2015 Novartis, 2012-2015 Verily Sciences, 2015-Present

    Research Support, Government Entities:
    1. NIH, 5R01HL113272-02, Biostatistician, 2013-Present NIH, 1UH2TR000890-01, Biostatistician, 2013-Present NIH, 1UL1TR001102-07, Biostatistician, 2011-Present

    Research Support, Academic Entities:
    1. NONE

    Research Support, Foundations and Societies:
    1. National Multiple Sclerosis Society

    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

  5. Shahamat Tauhid, MD,
  6. Scientific Advisory Boards:
    1. NONE

    Gifts:
    1. NONE

    Funding for Travel or Speaker Honoraria:
    1. NONE

    Editorial Boards:
    1. Journal of Neuroimaging, Managing Editor, 2015-present

    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

  7. Maria A. Mazzola, MD,
  8. 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

  9. Francisco J. Quintana, PhD,
  10. Scientific Advisory Boards:
    1. TEVA scientific advisory board

    Gifts:
    1. NONE

    Funding for Travel or Speaker Honoraria:
    1. NONE

    Editorial Boards:
    1. 2012 Editorial Board Member Systems Biomedicine 2012 Editorial Board Member Inmunologia (Spain) 2013- Associate Editor Immunology (UK) 2013- Senior Editorial Board Member American Journal of Clinical and Experimental Immunology 2014- Advisory Board MemberSeminars in Immunopathology

    Patents:
    1. NONE

    Publishing Royalties:
    1. NONE

    Employment, Commercial Entity:
    1. NONE

    Consultancies:
    1. Teva, Blueprint Medicines, AnTolRx

    Speakers' Bureaus:
    1. NONE

    Other Activities:
    1. NONE

    Clinical Procedures or Imaging Studies:
    1. NONE

    Research Support, Commercial Entities:
    1. 1. EMD-Serono 2. Sanofi 3. Novartis 4. Teva 5. ONO

    Research Support, Government Entities:
    1. (1) NIH, R00 AI075285-01A2, Role PI, 2010-2012, (2) NIH, R01 AI093903-01, Role PI, 2011?2016, (3) NIH, K99AI075285-01A2, Role PI, 2009-2010, (4) NIH, 1R01NS102807-01A1, role PI, 09/01/18 ? 08/31/23, (5) NIH, R01 ES025530-02, role PI, 06/01/16 ? 05/31/21, (6) NMSS, JF 2161-A-5, role PI, 07/01/14 ? 06/30/19, (7) American Cancer Soc., 126566-RSG-14-198-01-LIB, role PI, 01/01/15 ? 12/31/18, (8) NMSS, RR-1601-07385, role PI, 10/01/16 ? 09/30/19, (9) Israel Cancer Research Fund, 15-975-ICG, role PI, 09/01/16 ? 08/30/19, (10) NIH-NIAID, 1R01AI126880-01A1, role PI, 02/01/17 ? 01/31/22, (11) NIH-NIAID, 2R01HL095722-06A1, role PI, 09/01/15 ? 08/31/20, (12) NMSS, PA-1604-08459, role PI, 06/01/17 ? 05/31/21, (13) NMSS, PA-1604-08459, role PI, 06/01/17 ? 05/31/21, (14) King Abdulaziz City for Science & Technology, 117427, role PI, 06/01/17 ? 05/31/18, (15) NIH, 5R01DK108894-01, role Co-I, 02/01/17 ? 01/31/22,

    Research Support, Academic Entities:
    1. (1) Harvard Medical School, Diversity and Community Partnership Faculty Fellowship, Role PI, 2010-2012, (2) BADERC, Pilot and Feasibility Award (Quintana), Role PI, 2010-2012

    Research Support, Foundations and Societies:
    1. (1) NMSS, RG4111A1/1, Role PI, 2009-2012, (2) NMSS, RG4048A11, Role Research Associate, 2008-2011

    Stock/Stock Options/Board of Directors Compensation:
    1. AnTolRx

    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

  11. Roopali Gandhi, PhD,
  12. 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. I am employed by Sanofi Genzyme, Associate Medical Director, starting from September 2017

    Consultancies:
    1. NONE

    Speakers' Bureaus:
    1. NONE

    Other Activities:
    1. NONE

    Clinical Procedures or Imaging Studies:
    1. NONE

    Research Support, Commercial Entities:
    1. (1) Sanofi Genzyme

    Research Support, Government Entities:
    1. NIH, UH2/UH3 000890-01, Co-PI, 5 years

    Research Support, Academic Entities:
    1. NONE

    Research Support, Foundations and Societies:
    1. Race to Erase MS Stock/Stock Options, Medical Equipment & Materials: Sanofi, 2018

    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

  13. Howard L. Weiner, MD and
  14. Scientific Advisory Boards:
    1. served on the advisory board for The Guthy Jackson Charitable Foundation, Teva Pharmaceutical Industries Ltd., Biogen Idec, Novartis, Sanofi-aventis, Tilos Therapeutics, CBridge Capital, Genentech, Genzyme, vTv Therapeutics, MedDay Pharmaceuticals

    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. Biodextris Biogen Novartis Serono Teva Sanofi Genzyme Tilos Therapeutics Tiziana Life Sciences vTv Therapeutics MedDay Pharmaceuticals Genentech CBridge Capital

    Speakers' Bureaus:
    1. NONE

    Other Activities:
    1. NONE

    Clinical Procedures or Imaging Studies:
    1. NONE

    Research Support, Commercial Entities:
    1. EMD Serono Google Life Sciences

    Research Support, Government Entities:
    1. NIH UH3TR000890 - PI - 08/01/13 ? 07/31/18 R01 NS087226 - PI - 09/30/14 ? 07/31/19 R01 EY027921 - PI - 09/01/17 ? 08/31/20

    Research Support, Academic Entities:
    1. NONE

    Research Support, Foundations and Societies:
    1. National Multiple Sclerosis Society

    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

  15. Rohit Bakshi, MD, MA
  16. Scientific Advisory Boards:
    1. Dr. Bakshi has received consulting fees for advisory boards from (1) Bayer, (2) Biogen, )3) Celgene, (4) EMD Serono, (5) Genentech, (6) Guerbet, (7) Sanofi-Genzyme, and (8) Shire.

    Gifts:
    1. NONE

    Funding for Travel or Speaker Honoraria:
    1. NONE

    Editorial Boards:
    1. Dr. Bakshi serves as Editor-in-Chief of the Journal of Neuroimaging

    Patents:
    1. NONE

    Publishing Royalties:
    1. NONE

    Employment, Commercial Entity:
    1. NONE

    Consultancies:
    1. Dr. Bakshi has received consulting fees for advisory boards from Bayer, Biogen, Celgene, EMD Serono, Genentech, Guerbet, Sanofi-Genzyme, and Shire.

    Speakers' Bureaus:
    1. NONE

    Other Activities:
    1. NONE

    Clinical Procedures or Imaging Studies:
    1. NONE

    Research Support, Commercial Entities:
    1. Dr. Bakshi has received research support from (1) EMD Serono and (2) Sanofi-Genzyme. Stock/Stock Options, Medical Equipment & Materials: Dr. Bakshi's spouse holds stock in (1) Biogen, Inc. 2012-present.

    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

  1. From the Departments of Neurology (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.) and Department of Radiology (R.B.); Brigham and Women's Hospital (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Laboratory for Neuroimaging Research (C.C.H., S.T., R.H.); Partners Multiple Sclerosis Center (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); Ann Romney Center for Neurologic Diseases (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W, R.B.); and Harvard Medical School (C.C.H., B.C.H., S.T., M.A.M., F.J.Q., R.G., H.L.W., R.B.), Boston, MA.
  1. Correspondence
    Dr. Bakshi rbakshi{at}post.harvard.edu
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