DocumentCode
748305
Title
Feasibility of rapid multitracer PET tumor imaging
Author
Kadrmas, Dan J. ; Rust, Thomas C.
Author_Institution
Dept. of Bioeng., Univ. of Utah, Salt Lake City, UT, USA
Volume
52
Issue
5
fYear
2005
Firstpage
1341
Lastpage
1347
Abstract
Positron emission tomography (PET) can characterize different aspects of tumor physiology using various tracers. PET scans are usually performed using only one tracer since there is no explicit signal for distinguishing multiple tracers. We tested the feasibility of rapidly imaging multiple PET tracers using dynamic imaging techniques, where the signals from each tracer are separated based upon differences in tracer half-life, kinetics, and distribution. Time-activity curve populations for FDG, acetate, ATSM, and PTSM were simulated using appropriate compartment models, and noisy dual-tracer curves were computed by shifting and adding the single-tracer curves. Single-tracer components were then estimated from dual-tracer data using two methods: principal component analysis (PCA)-based fits of single-tracer components to multitracer data, and parallel multitracer compartment models estimating single-tracer rate parameters from multitracer time-activity curves. The PCA analysis found that there is information content present for separating multitracer data, and that tracer separability depends upon tracer kinetics, injection order and timing. Multitracer compartment modeling recovered rate parameters for individual tracers with good accuracy but somewhat higher statistical uncertainty than single-tracer results when the injection delay was >10 min. These approaches to processing rapid multitracer PET data may potentially provide a new tool for characterizing multiple aspects of tumor physiology in vivo.
Keywords
haemodynamics; medical image processing; positron emission tomography; principal component analysis; tumours; blood flow; feasibility; noisy dual-tracer curves; parallel multitracer compartment models; positron emission tomography; principal component analysis; rapid multitracer PET tumor imaging; single-tracer curves; tumor physiology; Computational modeling; Information analysis; Kinetic theory; Neoplasms; Parameter estimation; Physiology; Positron emission tomography; Principal component analysis; Testing; Timing; ATSM; PTSM; blood flow; hypoxia; positron emission tomography; tumor imaging;
fLanguage
English
Journal_Title
Nuclear Science, IEEE Transactions on
Publisher
ieee
ISSN
0018-9499
Type
jour
DOI
10.1109/TNS.2005.858230
Filename
1546417
Link To Document