1. Registration of histopathology to magnetic resonance imaging of prostate cancer
- Author
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Camilla Thellenberg Karlsson, Jan Axelsson, Mattias Ögren, Lennart Blomqvist, Erik Nilsson, Kristina Sandgren, Karin Söderkvist, Anders Bergh, Angsana Keeratijarut Lindberg, Katrine Riklund, Tufve Nyholm, Sara Strandberg, Bengt Friedrich, Margareta Ögren, Joakim Jonsson, and Anders Widmark
- Subjects
medicine.medical_specialty ,Histopathology correlation ,medicine.medical_treatment ,R895-920 ,Image registration ,030218 nuclear medicine & medical imaging ,Medical physics. Medical radiology. Nuclear medicine ,03 medical and health sciences ,Prostate cancer ,0302 clinical medicine ,Prostate ,medicine ,Radiology, Nuclear Medicine and imaging ,In patient ,Original Research Article ,RC254-282 ,Radiation ,medicine.diagnostic_test ,business.industry ,Prostatectomy ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Magnetic resonance imaging ,medicine.disease ,Extraprostatic ,medicine.anatomical_structure ,PET/MRI ,030220 oncology & carcinogenesis ,Histopathology ,Radiologi och bildbehandling ,Nuclear medicine ,business ,Radiology, Nuclear Medicine and Medical Imaging - Abstract
Background and purpose The diagnostic accuracy of new imaging techniques requires validation, preferably by histopathological verification. The aim of this study was to develop and present a registration procedure between histopathology and in-vivo magnetic resonance imaging (MRI) of the prostate, to estimate its uncertainty and to evaluate the benefit of adding a contour-correcting registration. Materials and methods For twenty-five prostate cancer patients, planned for radical prostatectomy, a 3D-printed prostate mold based on in-vivo MRI was created and an ex-vivo MRI of the specimen, placed inside the mold, was performed. Each histopathology slice was registered to its corresponding ex-vivo MRI slice using a 2D-affine registration. The ex-vivo MRI was rigidly registered to the in-vivo MRI and the resulting transform was applied to the histopathology stack. A 2D deformable registration was used to correct for specimen distortion concerning the specimen’s fit inside the mold. We estimated the spatial uncertainty by comparing positions of landmarks in the in-vivo MRI and the corresponding registered histopathology stack. Results Eighty-four landmarks were identified, located in the urethra (62%), prostatic cysts (33%), and the ejaculatory ducts (5%). The median number of landmarks was 3 per patient. We showed a median in-plane error of 1.8 mm before and 1.7 mm after the contour-correcting deformable registration. In patients with extraprostatic margins, the median in-plane error improved from 2.1 mm to 1.8 mm after the contour-correcting deformable registration. Conclusions Our registration procedure accurately registers histopathology to in-vivo MRI, with low uncertainty. The contour-correcting registration was beneficial in patients with extraprostatic surgical margins.
- Published
- 2021