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
  • Log out
  • My Cart

Search

  • Advanced search
Journal of Nuclear Medicine
  • SNMMI
    • JNM
    • JNMT
    • SNMMI Journals
    • SNMMI
  • Subscribe
  • My alerts
  • Log in
  • Log out
  • 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
Meeting ReportGeneral Clinical Specialties - Non-oncology Endocrinology/Neuroendocrine

Utilizing 18F-NaF PET/CT to Inform Pathologic and Radiographic Progression of an Ultra-rare Case of Familial Tumoral Calcinosis (FTC): plus a case for synergistic information

Aaron Sheppard, Sriram Paravastu, Natalia Wojnowski, Winsome Boykin, Faraz Farhadi, Rachel Gafni, Iris Hartley, Kelly Roszko, Michael Collins and Babak Saboury
Journal of Nuclear Medicine June 2023, 64 (supplement 1) P1043;
Aaron Sheppard
1National Institutes of Health
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Sriram Paravastu
2NIH - Bethesda, MD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Natalia Wojnowski
1National Institutes of Health
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Winsome Boykin
1National Institutes of Health
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Faraz Farhadi
1National Institutes of Health
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Rachel Gafni
1National Institutes of Health
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Iris Hartley
1National Institutes of Health
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kelly Roszko
3Skeletal Disorders & Mineral Homeostasis Section, National Institute of Dental and Craniofacial Research, National Institutes of Health
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Michael Collins
1National Institutes of Health
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Babak Saboury
4National Institutes of Health (NIH) - Clinical Center
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • Info & Metrics
Loading

Abstract

P1043

Introduction: Hyperphosphatemic Familial Tumoral Calcinosis (FTC) is an ultra-rare autosomal recessive disorder due to a functional deficiency of fibroblast growth factor 23 (FGF23) that leads to elevated serum phosphate and ectopic calcification. FTC manifests with sometimes massive, highly morbid, tumor-like calcific lesions. The pathophysiology and heterogeneity of this process is poorly characterized. LIke many bone disorders, CT is used to detect these calcified lesions. However, 18F-NaF PET/CT offers a powerful tool in studying the metabolic properties of these mineralized tissues, particularly their dynamic properties. The goal of this study was to apply 18F-NaF PET/CT imaging to study the nature and progression of ectopic calcification, using data acquired from the only known FTC patient with serial timepoint 18F-NaF PET/CT imaging to our knowledge. We also explore whether advanced voxel-level radiomics (CT-based) can explain intra-lesion metabolic activity by 18F-NaF PET, compared to structural information alone.

Methods: One patient (11F), who did not receive potentially disease-modifying treatment, underwent serial 18F-NaF PET/CT scans approximately 2 years apart (11 and 13 yr old). MIM Software (version 7.2.3, MIM Software Inc.) was used for PET/CT image registration and labeling of lesions. The voxel-level data (3D coordinates, HU values, and SUVs) were exported into MATLAB (version 2022b, MathWorks) for analysis. The volume (cm3), Total Lesion Activity (TLA (SUV*cm3)), Total Lesion Density (TLD (∑HU)), and standard deviation (SD) of HUs were calculated for the lesion at both timepoints to understand progression. Additionally, voxel-level scatter plots of SUV vs. HU were created to infer how intra-lesion metabolic activity relates to density so as to understand how this relation may progress over time. More advanced, voxel-level radiomic features (103 features) were calculated for the lesion using the structural (CT-based) data using 9x9x9 voxel neighborhoods. To test the relationship between structure and function, multiple regression models were trained to fit the metabolic activity (SUV)/voxel. The coefficient of determination (R2) was computed to inform how the variance in structure explains changes in SUV.

Results: The patient’s calcific lesion markedly increased over 2 years from 393.7 cm3 to 597.1 (52%). The TLA slightly decreased from 5,873 to 5,606 SUVcm3 (4.5%). Whereas the TLD increased from 5.9(107) to 8.84(107) ∑HU (49%). Additionally, the SD of HUs increased from 166.5 to 239.3 (43.7%), indicating an increase in intra-lesion heterogeneity. Upon analysis of the scatter plot of SUV vs. HU for both timepoints (Figure 1), 2 unique populations of voxels were discernible: (1) low density/high metabolism and (2) high density/low metabolism. From timepoint 1 to 2, population (1) decreased by 1.3%, and population (2) increased by 7.2%, indicating that highly active regions progress to mature marocalcifications. To further test the relationship between structure (CT) and metabolism on 18F-NaF PET imaging, multiple regression models were trained to fit the CT-based radiomic features to the SUVs. A decision-tree (coarse, 32-leaf) regression model had the best fit , with an r = 0.80 and R2 = 0.64. Suggesting that structural characteristics of the calcific lesion only explains 64% of the variability in metabolic activity.

Conclusions: As is common in FTC, this patient’s lesion progressed clinically over the two-year period. Analyses demonstrated the lesion consolidated, becoming overall denser but remained metabolically active. This pattern suggests that very active regions with low density represent early-stage microcalcifications that will eventually mature into macro-calcifications. Further, from our analysis of structure and metabolism, metabolic activity cannot be purely explained by structure alone, arguing for the necessity of metabolic imaging (PET) when studying this complex disease.

Figure
  • Download figure
  • Open in new tab
  • Download powerpoint
Previous
Back to top

In this issue

Journal of Nuclear Medicine
Vol. 64, Issue supplement 1
June 1, 2023
  • Table of Contents
  • Index by author
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.
Utilizing 18F-NaF PET/CT to Inform Pathologic and Radiographic Progression of an Ultra-rare Case of Familial Tumoral Calcinosis (FTC): plus a case for synergistic information
(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
Utilizing 18F-NaF PET/CT to Inform Pathologic and Radiographic Progression of an Ultra-rare Case of Familial Tumoral Calcinosis (FTC): plus a case for synergistic information
Aaron Sheppard, Sriram Paravastu, Natalia Wojnowski, Winsome Boykin, Faraz Farhadi, Rachel Gafni, Iris Hartley, Kelly Roszko, Michael Collins, Babak Saboury
Journal of Nuclear Medicine Jun 2023, 64 (supplement 1) P1043;

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Share
Utilizing 18F-NaF PET/CT to Inform Pathologic and Radiographic Progression of an Ultra-rare Case of Familial Tumoral Calcinosis (FTC): plus a case for synergistic information
Aaron Sheppard, Sriram Paravastu, Natalia Wojnowski, Winsome Boykin, Faraz Farhadi, Rachel Gafni, Iris Hartley, Kelly Roszko, Michael Collins, Babak Saboury
Journal of Nuclear Medicine Jun 2023, 64 (supplement 1) P1043;
Twitter logo Facebook logo LinkedIn logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Bookmark this article

Jump to section

  • Article
  • Figures & Data
  • Info & Metrics

Related Articles

  • No related articles found.
  • Google Scholar

Cited By...

  • No citing articles found.
  • Google Scholar

More in this TOC Section

  • The presence of active brown fat is associated with increased overall and progression-free survival of non-Hodgkin lymphoma patients
  • Usefulness of 4D SPECT/CT 99mTc-sestamibi imaging in patients with primary hyperparathyroidism
  • The Value of 68Ga-DOTATATE PET/CT in Assessing the Inflammatory Activity of Extraocular Muscles in Thyroid Associated Orbitopathy
Show more General Clinical Specialties - Non-oncology Endocrinology/Neuroendocrine

Similar Articles

SNMMI

© 2025 SNMMI

Powered by HighWire