• 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