This early phase I trial tests the use of a radioactive tracer (a drug that is visible during an imaging test) known as 18F-FMAU, for imaging with positron emission tomography/computed tomography (PET/CT) in patients with brain cancer or cancer that has spread to the brain (brain metastases). A PET/CT scan is an imaging test that uses a small amount of radioactive tracer (given through the vein) to take detailed pictures of areas inside the body where the tracer is taken up. 18F-FMAU may also help find the cancer and how far the disease has spread. Magnetic resonance imaging (MRI) is a type of imaging test used to diagnose brain tumors. 18F-FMAU PET/CT in addition to MRI may make the finding and diagnosing of brain tumor easier.
PRIMARY OBJECTIVES: I. Assess the correlation between multiparametric magnetic resonance imaging (mpMRI) radiomics and dynamic 2'-fluoro-5-methyl-1-beta-D-arabinofuranosyluracil (FMAU) PET kinetic analysis parameters. II. Explore the different pattern in radiomics mpMRI and FMAU PET kinetic analysis parameters between patients with presence or absence of recurrent tumor. OUTLINE: Patients receive 18F-FMAU intravenously (IV) and undergo a PET/CT scan over 60 minutes. Patients then undergo standard of care mpMRI over approximately 45 minutes. After completion of study intervention, patients are followed up at 24-96 hours after their 18F-FMAU PET/CT scan.
Study Type
INTERVENTIONAL
Allocation
NA
Purpose
DIAGNOSTIC
Masking
NONE
Enrollment
10
Undergo PET/CT
Given IV
Undergo mpMRI
Undergo PET/CT
USC / Norris Comprehensive Cancer Center
Los Angeles, California, United States
Correlation between multiparametric magnetic resonance imaging (mpMRI) radiomics and dynamic fluorine F 18 (18F)-FAMU (FMAU) positron emission tomography (PET) kinetic analysis parameters
Scatter plots will be used to illustrate the pattern of correlation. For normality distributed data, Pearson correlation will be used; otherwise, Spearman correlation will be used. There will be 90 pairs of correlations. To further confirm the robustness of the correlation finding, the Benjamini-Hochberg procedure will be applied to prevent false discovery.
Time frame: Up to 1 year
Different pattern in radiomics mpMRI and FMAU PET kinetic analysis parameters
Interesting patterns will be observed at individual subject level for the difference between presence or absence of recurrent tumor, which defined as either underlying immunohistochemistry (Ki67-MIB proliferation marker, when tissue sample is available, or a binary proxy marker of subsequent clinical management decision (with wait-and-watch strategy for 1 month after imaging studies considered as "absence" of recurrent tumor, otherwise marked as "presence" of recurrent tumor). Heatmap will be used with subject identification as x-axis and each radiomic/kinetic feature as y-axis. Features will be divided by categories to facilitate the visualization of patterns.
Time frame: Up to 1 year
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