Deformable and rigid registration of MRI and microPET images for photodynamic therapy of cancer in mice.
We are investigating imaging techniques to study the tumor response to photodynamic therapy (PDT). Positron emission tomography (PET) can provide physiological and functional information. High-resolution magnetic resonance imaging (MRI) can provide anatomical and morphological changes. Image registration can combine MRI and PET images for improved tumor monitoring. In this study, we acquired high-resolution MRI and microPET 18F-fluorodeoxyglucose (FDG) images from C3H mice with RIF-1 tumors that were treated with Pc 4-based PDT. We developed two registration methods for this application. For registration of the whole mouse body, we used an automatic three-dimensional, normalized mutual information algorithm. For tumor registration, we developed a finite element model (FEM)-based deformable registration scheme. To assess the quality of whole body registration, we performed slice-by-slice review of both image volumes; manually segmented feature organs, such as the left and right kidneys and the bladder, in each slice; and computed the distance between corresponding centroids. Over 40 volume registration experiments were performed with MRI and microPET images. The distance between corresponding centroids of organs was 1.5 +/- 0.4 mm which is about 2 pixels of microPET images. The mean volume overlap ratios for tumors were 94.7% and 86.3% for the deformable and rigid registration methods, respectively. Registration of high-resolution MRI and microPET images combines anatomical and functional information of the tumors and provides a useful tool for evaluating photodynamic therapy.
Fei
Baowei
B
Department of Radiology, Case Western Reserve University and University Hospitals of Cleveland, Cleveland, Ohio 44106, USA. baowei.fei@case.edu
Wang
Hesheng
H
Muzic
Raymond F
RF
Flask
Chris
C
Wilson
David L
DL
Duerk
Jeffrey L
JL
Feyes
Denise K
DK
Oleinick
Nancy L
NL
D000818:Animals; D001331:Automation; D004195:Disease Models, Animal; D019788:Fluorodeoxyglucose F18; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D021621:Imaging, Three-Dimensional; D007668:Kidney / Q000000981:diagnostic imaging / Q000473:pathology; D008279:Magnetic Resonance Imaging / Q000379:methods*; D051379:Mice; D009369:Neoplasms / Q000175:diagnosis / Q000000981:diagnostic imaging* / Q000473:pathology; D010778:Photochemotherapy / Q000379:methods*; D049268:Positron-Emission Tomography / Q000379:methods*; D011859:Radiography; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D013997:Time Factors; D001743:Urinary Bladder / Q000000981:diagnostic imaging / Q000473:pathology; D014915:Whole-Body Counting / Q000662:veterinary
D019788:Fluorodeoxyglucose F18