Skip to main content

Main menu

  • Home
  • Content
    • Current
    • Ahead of print
    • Past Issues
    • JNM Supplement
    • SNMMI Annual Meeting Abstracts
    • Continuing Education
    • JNM Podcasts
  • Subscriptions
    • Subscribers
    • Institutional and Non-member
    • Rates
    • Journal Claims
    • Corporate & Special Sales
  • Authors
    • Submit to JNM
    • Information for Authors
    • Assignment of Copyright
    • AQARA requirements
  • Info
    • Reviewers
    • Permissions
    • Advertisers
  • About
    • About Us
    • Editorial Board
    • Contact Information
  • More
    • Alerts
    • Feedback
    • Help
    • SNMMI Journals
  • SNMMI
    • JNM
    • JNMT
    • SNMMI Journals
    • SNMMI

User menu

  • Subscribe
  • My alerts
  • Log in
  • My Cart

Search

  • Advanced search
Journal of Nuclear Medicine
  • SNMMI
    • JNM
    • JNMT
    • SNMMI Journals
    • SNMMI
  • Subscribe
  • My alerts
  • Log in
  • My Cart
Journal of Nuclear Medicine

Advanced Search

  • Home
  • Content
    • Current
    • Ahead of print
    • Past Issues
    • JNM Supplement
    • SNMMI Annual Meeting Abstracts
    • Continuing Education
    • JNM Podcasts
  • Subscriptions
    • Subscribers
    • Institutional and Non-member
    • Rates
    • Journal Claims
    • Corporate & Special Sales
  • Authors
    • Submit to JNM
    • Information for Authors
    • Assignment of Copyright
    • AQARA requirements
  • Info
    • Reviewers
    • Permissions
    • Advertisers
  • About
    • About Us
    • Editorial Board
    • Contact Information
  • More
    • Alerts
    • Feedback
    • Help
    • SNMMI Journals
  • View or Listen to JNM Podcast
  • Visit JNM on Facebook
  • Join JNM on LinkedIn
  • Follow JNM on Twitter
  • Subscribe to our RSS feeds
Research ArticleInvited Perspectives

Getting the Most out of 18F-FDG PET Scans: The Predictive Value of 18F-FDG PET–Derived Blood Flow Estimates for Breast Cancer

Robert K. Doot
Journal of Nuclear Medicine November 2016, 57 (11) 1667-1668; DOI: https://doi.org/10.2967/jnumed.116.175687
Robert K. Doot
Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Info & Metrics
  • PDF
Loading

Prior studies have shown that breast cancer patients experienced higher mortality and recurrence risks when their tumors failed to show a decline in blood flow (BF) after neoadjuvant therapy, as measured directly from 15O-water PET scans (1) or indirectly from dynamic 18F-FDG PET scans using changes in 18F-FDG transport (K1), which can be estimated via kinetic image analyses (1,2). The gold standard BF PET tracer, 15O-water (3), is only available at PET imaging centers that have a cyclotron on-site because of the short 2-min half-life of 15O. 18F-FDG is a more widely available radiotracer, with a half-life that allows regional supply to clinical centers. However, the 60-min dynamic 18F-FDG PET imaging protocol used by Dunnwald et al. that enabled estimates of 18F-FDG transport (K1) and metabolic flux (Ki) to predict disease-free survival and overall survival (2) is impractical in a busy clinical setting (4).

See page 1707

New imaging protocols more compatible with typical 18F-FDG PET clinical workflows (4) might enable routine BF or 18F-FDG transport measures. In current clinical practice, patients are injected with 18F-FDG in an uptake room before being brought to the PET/CT room, where the PET scan starts approximately 60 min after injection. This workflow allows a busy clinic to average 2 or more 18F-FDG PET scans per hour because one patient can undergo image acquisition while other patients are injected with 18F-FDG in an uptake room. A dynamic 18F-FDG PET scan of 60 min is considered disruptive to the clinical workflow because a patient remains on the scanner much longer than the duration of a standard 18F-FDG PET whole-body scan. The longer required use of the PET/CT room, patients’ ability to lie still in the PET scanner for a longer period, specialized equipment, need for technicians trained to conduct more complex image acquisitions, and limited access to image analysis software and personnel capable of performing kinetic analyses have limited dynamic 18F-FDG PET protocols to larger PET imaging centers.

An alternative method for estimating BF from 18F-FDG PET uses the first-pass extraction model of Mullani et al. (5), which assumes highly extracted tracers can be used to estimate BF with a 1-compartment model during the first pass of the tracer through the tissue that in practice requires only a 2-min dynamic PET scan starting simultaneously with injection of 18F-FDG (6–8). The average first-pass 18F-FDG BF (first-pass BF) estimates using this method were found to correlate with 15O-water (R2 = 0.74), with first-pass BF estimates being on average 14% below BF estimates from 15O-water PET scans (6). In this issue of The Journal of Nuclear Medicine, Humbert et al. report that low overall survival is associated with triple-negative breast cancer patients whose tumors experienced a less than 30% drop in tumor first-pass BF after neoadjuvant therapy (8). Humbert et al. also found their first-pass BF estimates capable of stratifying between patients with 87% versus 48% overall survival (P < 0.001) in women without a pathologic complete response (8). The results of Humbert et al. support using first-pass 18F-FDG PET scans as an alternative to 15O-water PET scans for estimating BF to tumors.

In Humbert et al., results are reported from analyses of a 2-part imaging protocol in which patients were positioned prone followed by a 1-bed-position 18F-FDG 2-min dynamic PET scan, which was followed by an additional PET scan starting 90 min after injection that was completed over prone patients in a region that included the first scan’s imaging area (8). The Humbert et al. 2-part image acquisition and analysis protocol (8) is similar to a 2-part protocol previously published by 8 coauthors of Humbert et al. in Cochet et al. (7), and it is possible that results from up to 10 patients analyzed by Cochet et al. were included in the Humbert et al. analysis of 46 women with triple-negative breast cancer. The Cochet et al. scan protocol was performed only on women before any treatment (7) whereas the Humbert et al. protocol was completed in patients undergoing neoadjuvant therapy before and after the first course of chemotherapy (8). Analyses of the Humbert et al. 2-part set of PET images (2-min dynamic and 90-min static) yielded estimates of BF (first-pass BF from 18F-FDG scans) and tumor metabolism (SUV) in a manner analogous to the kinetic analysis of a single 60-min dynamic 18F-FDG scan yielding estimates of tracer transport (18F-FDG transport) and tumor metabolism (flux, metabolic rate of 18F-FDG, or SUV). A disadvantage of the 2-part 18F-FDG PET scan image analysis method is the inability to distinguish between free and phosphorylated (i.e., trapped) 18F-FDG tracer at later time points, which could lead to overestimation of first-pass BF (6) and limitations in the ability to measure change in metabolism with therapy (9). An advantage of a 60-min dynamic 18F-FDG PET scan over the Humbert et al. 2-part 18F-FDG scan protocol is the ability to measure SUVs without PET tracer injection-to-acquisition time variation, which can occur in a busy clinic, because an increase in uptake time variation has been reported to decrease the sensitivity for detecting response in clinical trials using 18F-FDG PET endpoints (10). On the other hand, the 2-part 18F-FDG scan protocol proposed by Humbert et al. could have an advantage over a single 60-min dynamic 18F-FDG scan because it may be more compatible with a clinical workflow if the 0- to 2-min dynamic PET/CT and the second 90-min static PET/CT scan for one patient can be interleaved with other patient scans to accommodate a busy clinical setting. However, the Humbert et al. 2-part 18F-FDG PET/CT scan protocol would have the disadvantage of requiring patients to receive a slightly higher radiation dose due to the requirement for a second, limited field-of-view CT attenuation scan.

The intriguing results of the study of Humbert et al. (8) support 18F-FDG first-pass BF estimates as a viable alternative to BF estimates from 15O-water PET scans, with the major advantage that first-pass BF imaging protocols could be conducted at PET imaging centers without an on-site cyclotron. Although the Humbert et al. first-pass 2-min 18F-FDG dynamic PET scan protocol could be implemented in many clinics, it is unclear whether clinics would also accept the logistic complication of adding a second scanning time to the current standard of a single delayed uptake scan. However, innovative PET quantitative methods such as first-pass BF estimation (5) and integrated imaging protocols such as the one proposed by Humbert et al. that allow measurement of orthogonal phenomena (e.g., BF and metabolism) are important steps forward in translating validated research methods into practical imaging protocols for a busy clinical PET practice.

DISCLOSURE

National Institutes of Health grant R01CA124573 and Susan B. Komen Foundation grant SAC140060 supported this work. No other potential conflict of interest relevant to this article was reported.

Acknowledgments

I am thankful for insightful feedback from Lisa Dunnwald, Erin Schubert, and JNM editors.

Footnotes

  • Published online Jun. 3, 2016.

  • © 2016 by the Society of Nuclear Medicine and Molecular Imaging, Inc.

REFERENCES

  1. 1.↵
    1. Dunnwald LK,
    2. Gralow JR,
    3. Ellis GK,
    4. et al
    . Tumor metabolism and blood flow changes by positron emission tomography: relation to survival in patients treated with neoadjuvant chemotherapy for locally advanced breast cancer. J Clin Oncol. 2008;26:4449–4457.
    OpenUrlAbstract/FREE Full Text
  2. 2.↵
    1. Dunnwald LK,
    2. Doot RK,
    3. Specht JM,
    4. et al
    . PET tumor metabolism in locally advanced breast cancer patients undergoing neoadjuvant chemotherapy: value of static versus kinetic measures of fluorodeoxyglucose uptake. Clin Cancer Res. 2011;17:2400–2409.
    OpenUrlAbstract/FREE Full Text
  3. 3.↵
    1. Wilson CB,
    2. Lammertsma AA,
    3. McKenzie CG,
    4. Sikora K,
    5. Jones T
    . Measurements of blood flow and exchanging water space in breast tumors using positron emission tomography: a rapid and noninvasive dynamic method. Cancer Res. 1992;52:1592–1597.
    OpenUrlAbstract/FREE Full Text
  4. 4.↵
    1. Shankar LK,
    2. Hoffman JM,
    3. Bacharach S,
    4. et al
    . Consensus recommendations for the use of 18F-FDG PET as an indicator of therapeutic response in patients in National Cancer Institute Trials. J Nucl Med. 2006;47:1059–1066.
    OpenUrlFREE Full Text
  5. 5.↵
    1. Mullani NA,
    2. Gould KL
    . First-pass measurements of regional blood flow with external detectors. J Nucl Med. 1983;24:577–581.
    OpenUrlAbstract/FREE Full Text
  6. 6.↵
    1. Mullani NA,
    2. Herbst RS,
    3. O’Neil RG,
    4. Gould KL,
    5. Barron BJ,
    6. Abbruzzese JL
    . Tumor blood flow measured by PET dynamic imaging of first-pass 18F-FDG uptake: a comparison with 15O-labeled water-measured blood flow. J Nucl Med. 2008;49:517–523.
    OpenUrlAbstract/FREE Full Text
  7. 7.↵
    1. Cochet A,
    2. Pigeonnat S,
    3. Khoury B,
    4. et al
    . Evaluation of breast tumor blood flow with dynamic first-pass 18F-FDG PET/CT: comparison with angiogenesis markers and prognostic factors. J Nucl Med. 2012;53:512–520.
    OpenUrlAbstract/FREE Full Text
  8. 8.↵
    1. Humbert O,
    2. Riedinger JM,
    3. Vrigneaud JM,
    4. et al
    . 18F-FDG PET–derived tumor blood flow changes after 1 cycle of neoadjuvant chemotherapy predicts outcome in triple-negative breast cancer. J Nucl Med. 2016;57:1707–1712.
    OpenUrlAbstract/FREE Full Text
  9. 9.↵
    1. Doot RK,
    2. Dunnwald LK,
    3. Schubert EK,
    4. et al
    . Dynamic and static approaches to quantifying 18F-FDG uptake for measuring cancer response to therapy, including the effect of granulocyte CSF. J Nucl Med. 2007;48:920–925.
    OpenUrlAbstract/FREE Full Text
  10. 10.↵
    1. Kurland BF,
    2. Muzi M,
    3. Peterson LM,
    4. et al
    . Multicenter clinical trials using 18F-FDG PET to measure early response to oncologic therapy: effects of injection-to-acquisition time variability on required sample size. J Nucl Med. 2016;57:226–230.
    OpenUrlAbstract/FREE Full Text
  • Received for publication April 12, 2016.
  • Accepted for publication April 16, 2016.
PreviousNext
Back to top

In this issue

Journal of Nuclear Medicine: 57 (11)
Journal of Nuclear Medicine
Vol. 57, Issue 11
November 1, 2016
  • Table of Contents
  • Table of Contents (PDF)
  • About the Cover
  • Index by author
Print
Download PDF
Article Alerts
Sign In to Email Alerts with your Email Address
Email Article

Thank you for your interest in spreading the word on Journal of Nuclear Medicine.

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.
Getting the Most out of 18F-FDG PET Scans: The Predictive Value of 18F-FDG PET–Derived Blood Flow Estimates for Breast Cancer
(Your Name) has sent you a message from Journal of Nuclear Medicine
(Your Name) thought you would like to see the Journal of Nuclear Medicine web site.
Citation Tools
Getting the Most out of 18F-FDG PET Scans: The Predictive Value of 18F-FDG PET–Derived Blood Flow Estimates for Breast Cancer
Robert K. Doot
Journal of Nuclear Medicine Nov 2016, 57 (11) 1667-1668; DOI: 10.2967/jnumed.116.175687

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Share
Getting the Most out of 18F-FDG PET Scans: The Predictive Value of 18F-FDG PET–Derived Blood Flow Estimates for Breast Cancer
Robert K. Doot
Journal of Nuclear Medicine Nov 2016, 57 (11) 1667-1668; DOI: 10.2967/jnumed.116.175687
Twitter logo Facebook logo LinkedIn logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Bookmark this article

Jump to section

  • Article
    • DISCLOSURE
    • Acknowledgments
    • Footnotes
    • REFERENCES
  • Info & Metrics
  • PDF

Related Articles

  • 18F-FDG PET–Derived Tumor Blood Flow Changes After 1 Cycle of Neoadjuvant Chemotherapy Predicts Outcome in Triple-Negative Breast Cancer
  • This Month in JNM
  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Google Scholar

More in this TOC Section

  • Radiomics in PET/CT: More Than Meets the Eye?
  • Metabolic Tumor Volume: We Still Need a Platinum-Standard Metric
  • Citius, Altius, Fortius: An Olympian Dream for Theranostics
Show more Invited Perspectives

Similar Articles

SNMMI

© 2025 SNMMI

Powered by HighWire