Title :
Enhancing clinical utility of respiratory-gated PET/CT using patient respiratory trace classification
Author :
Bowen, Stephen R. ; Pierce, Larry A. ; Alessio, Adam M. ; Chi Liu ; Kinahan, Paul E.
Author_Institution :
Depts. of Radiat. Oncology & Radiol., Univ. of Washington, Seattle, WA, USA
fDate :
Oct. 27 2012-Nov. 3 2012
Abstract :
This work characterizes associations between respiratory trace parameters and improvements in PET image quantification due to gating so as to guide the selection of patients for appropriate motion compensation. Twenty-six lung and liver cancer patients underwent PET/CT exams with recorded abdominal displacement using the Varian RPM system. Static and respiratory-gated [18F]FDG PET images for each patient were generated from the same list-mode acquisition in 2D or 3D mode on a GE Discovery STE PET/CT scanner, attenuation corrected with helical or phase-averaged cine CT, and reconstructed with OSEM. Patients were grouped by trace type using heuristic classification, by lesion location on diagnostic CT, or by lesion translational freedom on diagnostic CT. FDG PET lesion avidity was quantified with the maximum standardized uptake value (SUVmax). Relative differences (% ASUVmax) between static and gated PET images were calculated across patient groups and compared using an independent 2-sample t-test. No statistically significant differences in % ASUVmax were observed between patients of different trace type (Type 1 vs. 2-3) or lesion translational freedom (detached vs. attached). Lower lung and liver lesions had significantly higher % ASUVmax than upper lung lesions (14% vs. 3%, p <; 0.0001). Linear associations were strongest between % ASUVmax and motion reduction & data fraction (0.42 ± 0.10, r2 = 0.59, p <; 0.003) metrics. Patients could be classified according to lesion location between those with significant changes in PET parameters due to respiratory gating and those with negligible changes. Further refinement in patient selection guidelines may enhance respiratory-gated PET/CT utility in therapy target definition and response assessment.
Keywords :
cancer; image classification; image reconstruction; liver; lung; medical image processing; motion compensation; pneumodynamics; positron emission tomography; statistical testing; 2D mode; 3D mode; FDG PET lesion avidity; GE discovery STE PET-CT scanner; OSEM; PET image quantification; Varian RPM system; abdominal displacement; attenuation correction; clinical utility; computed tomography; data fraction; diagnostic CT; gated PET images; helical CT; heuristic classification; independent 2-sample t-test; lesion location; lesion translational freedom; list-mode acquisition; liver cancer patients; liver lesions; lung cancer patients; lung lesions; motion compensation; motion reduction; patient respiratory trace classification; patient selection guidelines; phase-averaged cine CT; positron emission tomography; respiratory trace parameters; respiratory-gated PET-CT; respiratory-gated [18F]FDG PET image; response assessment; static [18F]FDG PET images; therapy target definition;
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-2028-3
DOI :
10.1109/NSSMIC.2012.6551657