MO-AB-BRA-05: [18F]NaF PET/CT Imaging Biomarkers in Metastatic Prostate Cancer
Creators
- 1. University of Wisconsin Madison, Madison, WI (United States)
- 2. National Cancer Institute at the National Institutes of Health, Bethesda, MD (United States)
- 3. Memorial Sloan-Kettering Cancer Center, New York, NY (United States)
Description
Purpose: Clinical use of 18F-Sodium Fluoride (NaF) PET/CT in metastatic settings often lacks technology to quantitatively measure full disease dynamics due to high tumor burden. This study assesses radiomics-based extraction of NaF PET/CT measures, including global metrics of overall burden and local metrics of disease heterogeneity, in metastatic prostate cancer for correlation to clinical outcomes. Methods: Fifty-six metastatic Castrate-Resistant Prostate Cancer (mCRPC) patients had NaF PET/CT scans performed at baseline and three cycles into chemotherapy (N=16) or androgen-receptor (AR) inhibitors (N=39). A novel technology, Quantitative Total Bone Imaging (QTBI), was used for analysis. Employing hybrid PET/CT segmentation and articulated skeletal-registration, QTBI allows for response assessment of individual lesions. Various SUV metrics were extracted from each lesion (iSUV). Global metrics were extracted from composite lesion-level statistics for each patient (pSUV). Proportion of detected lesions and those with significant response (%-increase or %-decrease) was calculated for each patient based on test-retest limits for iSUV metrics. Cox proportional hazard regression analyses were conducted between imaging metrics and progression-free survival (PFS). Results: Functional burden (pSUVtotal) assessed mid-treatment was the strongest univariate predictor of PFS (HR=2.03; p<0.0001). Various global metrics outperformed baseline clinical markers, including fraction of skeletal burden, mean uptake (pSUVmean), and heterogeneity of average lesion uptake (pSUVhetero). Of 43 patients with paired baseline/mid-treatment imaging, 40 showed heterogeneity in lesion-level response, containing populations of lesions with both increasing/decreasing metrics. Proportion of lesions with significantly increasing iSUVmean was highly predictive of clinical PFS (HR=2.0; p=0.0002). Patients exhibiting higher proportion of lesions with decreasing iSUVtotal saw prolonged radiographic PFS (HR=0.51; p=0.02). Conclusion: Technology presented here provides comprehensive disease quantification on NaF PET/CT imaging, showing strong correlation to clinical outcomes. Total functional burden as well as proportions of similarly responding lesions was predictive of PFS. This supports ongoing development of NaF PET/CT based imaging biomarkers in mCRPC. Prostate Cancer Foundation
Additional details
Identifiers
- DOI
- 10.1118/1.4957157;
Publishing Information
- Journal Title
- Medical Physics
- Journal Volume
- 43
- Journal Issue
- 6
- Journal Page Range
- vp.
- ISSN
- 0094-2405
- CODEN
- MPHYA6
INIS
- Country of Publication
- United States
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 48098152
- Subject category
- S60: APPLIED LIFE SCIENCES; S61: RADIATION PROTECTION AND DOSIMETRY;
- Descriptors DEI
- BIOLOGICAL MARKERS; BIOMEDICAL RADIOGRAPHY; EXTRACTION; FLUORINE 18; METASTASES; METRICS; NEOPLASMS; PATIENTS; POSITRON COMPUTED TOMOGRAPHY; PROSTATE; REGRESSION ANALYSIS
- Descriptors DEC
- BETA DECAY RADIOISOTOPES; BETA-PLUS DECAY RADIOISOTOPES; BODY; COMPUTERIZED TOMOGRAPHY; DIAGNOSTIC TECHNIQUES; DISEASES; EMISSION COMPUTED TOMOGRAPHY; FLUORINE ISOTOPES; GLANDS; HOURS LIVING RADIOISOTOPES; ISOMERIC TRANSITION ISOTOPES; ISOTOPES; LIGHT NUCLEI; MALE GENITALS; MATHEMATICS; MEDICINE; NANOSECONDS LIVING RADIOISOTOPES; NUCLEAR MEDICINE; NUCLEI; ODD-ODD NUCLEI; ORGANS; RADIOISOTOPES; RADIOLOGY; SEPARATION PROCESSES; STATISTICS; TOMOGRAPHY
Optional Information
- Notes
- (c) 2016 American Association of Physicists in Medicine