Skip to main content
Advertisement

Main menu

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • AJNR Case Collection
    • Case of the Week Archive
    • Classic Case Archive
    • Case of the Month Archive
  • Special Collections
    • Spinal CSF Leak Articles (Jan 2020-June 2024)
    • 2024 AJNR Journal Awards
    • Most Impactful AJNR Articles
  • Multimedia
    • AJNR Podcast
    • AJNR Scantastics
    • Video Articles
  • For Authors
    • Submit a Manuscript
    • Author Policies
    • Fast publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Manuscript Submission Guidelines
    • Imaging Protocol Submission
    • Submit a Case for the Case Collection
  • About Us
    • About AJNR
    • Editorial Board
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home
  • Other Publications
    • ajnr

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
    • AJNR Case Collection
    • Case of the Week Archive
    • Classic Case Archive
    • Case of the Month Archive
  • Special Collections
    • Spinal CSF Leak Articles (Jan 2020-June 2024)
    • 2024 AJNR Journal Awards
    • Most Impactful AJNR Articles
  • Multimedia
    • AJNR Podcast
    • AJNR Scantastics
    • Video Articles
  • For Authors
    • Submit a Manuscript
    • Author Policies
    • Fast publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Manuscript Submission Guidelines
    • Imaging Protocol Submission
    • Submit a Case for the Case Collection
  • About Us
    • About AJNR
    • Editorial Board
  • 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

Welcome to the new AJNR, Updated Hall of Fame, and more. Read the full announcements.


AJNR is seeking candidates for the position of Associate Section Editor, AJNR Case Collection. Read the full announcement.

 

Research ArticleHead & Neck
Open Access

Feasibility Analysis of the Parametric Response Map as an Early Predictor of Treatment Efficacy in Head and Neck Cancer

A.H. Baer, B.A. Hoff, A. Srinivasan, C.J. Galbán and S.K. Mukherji
American Journal of Neuroradiology April 2015, 36 (4) 757-762; DOI: https://doi.org/10.3174/ajnr.A4296
A.H. Baer
aFrom the Department of Radiology (A.H.B., B.A.H., A.S., C.J.G.), University of Michigan Health System, Ann Arbor, Michigan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
B.A. Hoff
aFrom the Department of Radiology (A.H.B., B.A.H., A.S., C.J.G.), University of Michigan Health System, Ann Arbor, Michigan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
A. Srinivasan
aFrom the Department of Radiology (A.H.B., B.A.H., A.S., C.J.G.), University of Michigan Health System, Ann Arbor, Michigan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
C.J. Galbán
aFrom the Department of Radiology (A.H.B., B.A.H., A.S., C.J.G.), University of Michigan Health System, Ann Arbor, Michigan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
S.K. Mukherji
bDepartment of Radiology (S.K.M.), Michigan State University, East Lansing, Michigan.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • Info & Metrics
  • Responses
  • References
  • PDF
Loading

Article Figures & Data

Figures

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

    Unregistered sequences of a representative subject acquired before treatment (t0, top row) and 2 weeks after initiation of therapy (t1, bottom row). Acquisitions include postcontrast T1-weighted with fat-saturation (A and D), T2-weighted with fat-saturation (B and E), and DCE MR imaging (C and F). Manually defined primary gross tumor volumes are depicted for each time point (yellow lines). The images above are those of subject 10, a survivor at follow-up.

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

    Unregistered sequences of a representative subject acquired before treatment (t0, top row) and 2 weeks after initiation of therapy (t1, bottom row). Acquisitions include postcontrast T1-weighted with fat-saturation (A and D), T2-weighted with fat-saturation (B and E), and DCE MR imaging (C and F). Manually defined primary gross tumor volumes are depicted for each time point (yellow lines). The images above are those of subject 3, a nonsurvivor at follow-up.

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

    ROC curves for PRMKtrans− (blue line) and PRMKtrans0 (green line) at 2 weeks after treatment initiation (A). Kaplan-Meier survival plots for overall survival as a function of stratification by PRMKtrans− (the perfusion parameter most predictive of survival) at 2 weeks after treatment initiation (B). The blue line represents PRMKtrans− ≤ the cutoff. The green line represents PRMKtrans− > the cutoff.

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

    Representative patients with HNSCC stratified by PRMKtrans− as survivor (top row, median survival time, 64.9 months) or nonsurvivor (bottom row, median survival time, 10.3 months) at the time of analysis. PRMKtrans color-coded ROIs are superimposed on pretreatment T1-weighted gadolinium contrast-enhanced images (A and C). The scatterplots illustrate the distribution of changes in Ktrans throughout the entire volumes of interest (B and D). The 95% confidence intervals within the scatterplots are represented by the black lines. Voxels with significantly increasing, decreasing, or unchanged Ktrans are coded as red, blue, and green dots, respectively.

Tables

  • Figures
    • View popup
    Table 1:

    Subject demographics and disease status at the time of analysis

    SubjectAge (yr)/SexPrimary LocationStageStatusSurvival (mo)Outcome
    162/MTonsilT1 N2aNED75.4Survivor
    265/FSoft palateT2 N3LF3.5Nonsurvivor
    358/MHypopharynxT4 N2bLF/RF/DF10.3Nonsurvivor
    483/MLarynxT4 N0LF2.0Nonsurvivor
    543/MTongue base/tonsilT4 N2cDF4.6Nonsurvivor
    661/FTonsilT2 N3RF66.1Survivor
    755/MPiriform sinusT2 N2bUnknown33.5Survivor
    843/MTonsilT2 N2bDF18.9Nonsurvivor
    957/MNasopharynxT2 N2bNED56.4Survivor
    1060/MTongue baseT3 N0NED64.9Survivor
    • Note:—NED indicates no evidence of disease; LF, local failure; RF, regional failure; DF, distant failure.

    • View popup
    Table 2:

    Statistical significance of analysis type and perfusion parameter in predicting survival

    KtransVpNAUC60
    PRM−% ChangePRM−% ChangePRM−% Change
    Overall survival.002a.041a.308.068.022a.024a
    • ↵a Statistically significant at α = .05.

PreviousNext
Back to top

In this issue

American Journal of Neuroradiology: 36 (4)
American Journal of Neuroradiology
Vol. 36, Issue 4
1 Apr 2015
  • 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.
Feasibility Analysis of the Parametric Response Map as an Early Predictor of Treatment Efficacy in Head and Neck Cancer
(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
A.H. Baer, B.A. Hoff, A. Srinivasan, C.J. Galbán, S.K. Mukherji
Feasibility Analysis of the Parametric Response Map as an Early Predictor of Treatment Efficacy in Head and Neck Cancer
American Journal of Neuroradiology Apr 2015, 36 (4) 757-762; DOI: 10.3174/ajnr.A4296

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
Feasibility Analysis of the Parametric Response Map as an Early Predictor of Treatment Efficacy in Head and Neck Cancer
A.H. Baer, B.A. Hoff, A. Srinivasan, C.J. Galbán, S.K. Mukherji
American Journal of Neuroradiology Apr 2015, 36 (4) 757-762; DOI: 10.3174/ajnr.A4296
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
    • Acknowledgments
    • Footnotes
    • REFERENCES
  • Figures & Data
  • Info & Metrics
  • Responses
  • References
  • PDF

Related Articles

  • No related articles found.
  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Crossref (27)
  • Google Scholar

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

  • Functional MRI for the prediction of treatment response in head and neck squamous cell carcinoma: potential and limitations
    Ann D. King, Harriet C. Thoeny
    Cancer Imaging 2016 16 1
  • State of the art MRI in head and neck cancer
    Y.L. Dai, A.D. King
    Clinical Radiology 2018 73 1
  • Evaluation of Head and Neck Tumors with Functional MR Imaging
    Jacobus F.A. Jansen, Carlos Parra, Yonggang Lu, Amita Shukla-Dave
    Magnetic Resonance Imaging Clinics of North America 2016 24 1
  • Functional imaging early during (chemo)radiotherapy for response prediction in head and neck squamous cell carcinoma; a systematic review
    Roland M. Martens, Daniel P. Noij, Meedie Ali, Thomas Koopman, J. Tim Marcus, Marije R. Vergeer, Henrica de Vet, Marcus C. de Jong, C. René Leemans, Otto S. Hoekstra, Remco de Bree, Pim de Graaf, Ronald Boellaard, Jonas A. Castelijns
    Oral Oncology 2019 88
  • Quantitative Magnetic Resonance Imaging for Biological Image-Guided Adaptive Radiotherapy
    Petra J. van Houdt, Yingli Yang, Uulke A. van der Heide
    Frontiers in Oncology 2021 10
  • The emerging potential of magnetic resonance imaging in personalizing radiotherapy for head and neck cancer: an oncologist's perspective
    Kee H Wong, Rafal Panek, Shreerang A Bhide, Christopher M Nutting, Kevin J Harrington, Katie L Newbold
    The British Journal of Radiology 2017 90 1071
  • Changes in multimodality functional imaging parameters early during chemoradiation predict treatment response in patients with locally advanced head and neck cancer
    Kee H. Wong, Rafal Panek, Alex Dunlop, Dualta Mcquaid, Angela Riddell, Liam C. Welsh, Iain Murray, Dow-Mu Koh, Martin O. Leach, Shreerang A. Bhide, Christopher M. Nutting, Wim J. Oyen, Kevin J. Harrington, Kate L. Newbold
    European Journal of Nuclear Medicine and Molecular Imaging 2018 45 5
  • Assessment of serial multi-parametric functional MRI (diffusion-weighted imaging andR2*) with18F-FDG-PET in patients with head and neck cancer treated with radiation therapy
    Myo Min, Mark T Lee, Peter Lin, Lois Holloway, Dj Wijesekera, Dinesh Gooneratne, Robba Rai, Wei Xuan, Allan Fowler, Dion Forstner, Gary Liney
    The British Journal of Radiology 2016 89 1058
  • The Use of MR-Guided Radiation Therapy for Head and Neck Cancer and Recommended Reporting Guidance
    Brigid A. McDonald, Riccardo Dal Bello, Clifton D. Fuller, Panagiotis Balermpas
    Seminars in Radiation Oncology 2024 34 1
  • Longitudinal Correlations Between Intravoxel Incoherent Motion (IVIM) and Dynamic Contrast-Enhanced (DCE) MRI During Radiotherapy in Prostate Cancer Patients
    Ernst S. Kooreman, Vivian van Pelt, Marlies E. Nowee, Floris Pos, Uulke A. van der Heide, Petra J. van Houdt
    Frontiers in Oncology 2022 12

More in this TOC Section

  • WHO Classification Update: Nasal&Skull Base Tumors
  • Peritumoral Signal in Vestibular Schwannomas
  • Chondrosarcoma vs Synovial Chondromatosis: Imaging
Show more HEAD & NECK

Similar Articles

Advertisement

Indexed Content

  • Current Issue
  • Accepted Manuscripts
  • Article Preview
  • Past Issues
  • Editorials
  • Editors Choice
  • Fellow Journal Club
  • Letters to the Editor

Cases

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

Special Collections

  • Special Collections

Resources

  • News and Updates
  • Turn around Times
  • Submit a Manuscript
  • Author Policies
  • Manuscript Submission Guidelines
  • Evidence-Based Medicine Level Guide
  • Publishing Checklists
  • Graphical Abstract Preparation
  • Imaging Protocol Submission
  • Submit a Case
  • Become a Reviewer/Academy of Reviewers
  • Get Peer Review Credit from Publons

Multimedia

  • AJNR Podcast
  • AJNR SCANtastic
  • Video Articles

About Us

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

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