The impact of the co-registration technique and analysis methodology in comparison studies between advanced imaging modalities and whole-mount-histology reference in primary prostate cancer
Abstract Comparison studies using histopathology as standard of reference enable a validation of the diagnostic performance of imaging methods. This study analysed (1) the impact of different image-histopathology co-registration pathways, (2) the impact of the applied data analysis method and (3) in...
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doaj-d335af9679c14ca7889336d2160d5cae2021-03-14T12:16:41ZengNature Publishing GroupScientific Reports2045-23222021-03-0111111010.1038/s41598-021-85028-5The impact of the co-registration technique and analysis methodology in comparison studies between advanced imaging modalities and whole-mount-histology reference in primary prostate cancerConstantinos Zamboglou0Maria Kramer1Selina Kiefer2Peter Bronsert3Lara Ceci4August Sigle5Wolfgang Schultze-Seemann6Cordula A. Jilg7Tanja Sprave8Thomas F. Fassbender9Nils H. Nicolay10Juri Ruf11Matthias Benndorf12Anca L. Grosu13Simon K. B. Spohn14Department of Radiation Oncology, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Radiation Oncology, Faculty of Medicine, Medical Center – University of FreiburgInstitute for Surgical Pathology, Faculty of Medicine, Medical Center – University of FreiburgInstitute for Surgical Pathology, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Radiation Oncology, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Urology, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Urology, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Urology, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Radiation Oncology, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Nuclear Medicine, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Radiation Oncology, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Nuclear Medicine, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Radiology, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Radiation Oncology, Faculty of Medicine, Medical Center – University of FreiburgDepartment of Radiation Oncology, Faculty of Medicine, Medical Center – University of FreiburgAbstract Comparison studies using histopathology as standard of reference enable a validation of the diagnostic performance of imaging methods. This study analysed (1) the impact of different image-histopathology co-registration pathways, (2) the impact of the applied data analysis method and (3) intraindividually compared multiparametric magnet resonance tomography (mpMRI) and prostate specific membrane antigen positron emission tomography (PSMA-PET) by using the different approaches. Ten patients with primary PCa who underwent mpMRI and [18F]PSMA-1007 PET/CT followed by prostatectomy were prospectively enrolled. We demonstrate that the choice of the intermediate registration step [(1) via ex-vivo CT or (2) mpMRI] does not significantly affect the performance of the registration framework. Comparison of analysis methods revealed that methods using high spatial resolutions e.g. quadrant-based slice-by-slice analysis are beneficial for a differentiated analysis of performance, compared to methods with a lower resolution (segment-based analysis with 6 or 18 segments and lesions-based analysis). Furthermore, PSMA-PET outperformed mpMRI for intraprostatic PCa detection in terms of sensitivity (median %: 83–85 vs. 60–69, p < 0.04) with similar specificity (median %: 74–93.8 vs. 100) using both registration pathways. To conclude, the choice of an intermediate registration pathway does not significantly affect registration performance, analysis methods with high spatial resolution are preferable and PSMA-PET outperformed mpMRI in terms of sensitivity in our cohort.https://doi.org/10.1038/s41598-021-85028-5 |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Constantinos Zamboglou Maria Kramer Selina Kiefer Peter Bronsert Lara Ceci August Sigle Wolfgang Schultze-Seemann Cordula A. Jilg Tanja Sprave Thomas F. Fassbender Nils H. Nicolay Juri Ruf Matthias Benndorf Anca L. Grosu Simon K. B. Spohn |
spellingShingle |
Constantinos Zamboglou Maria Kramer Selina Kiefer Peter Bronsert Lara Ceci August Sigle Wolfgang Schultze-Seemann Cordula A. Jilg Tanja Sprave Thomas F. Fassbender Nils H. Nicolay Juri Ruf Matthias Benndorf Anca L. Grosu Simon K. B. Spohn The impact of the co-registration technique and analysis methodology in comparison studies between advanced imaging modalities and whole-mount-histology reference in primary prostate cancer Scientific Reports |
author_facet |
Constantinos Zamboglou Maria Kramer Selina Kiefer Peter Bronsert Lara Ceci August Sigle Wolfgang Schultze-Seemann Cordula A. Jilg Tanja Sprave Thomas F. Fassbender Nils H. Nicolay Juri Ruf Matthias Benndorf Anca L. Grosu Simon K. B. Spohn |
author_sort |
Constantinos Zamboglou |
title |
The impact of the co-registration technique and analysis methodology in comparison studies between advanced imaging modalities and whole-mount-histology reference in primary prostate cancer |
title_short |
The impact of the co-registration technique and analysis methodology in comparison studies between advanced imaging modalities and whole-mount-histology reference in primary prostate cancer |
title_full |
The impact of the co-registration technique and analysis methodology in comparison studies between advanced imaging modalities and whole-mount-histology reference in primary prostate cancer |
title_fullStr |
The impact of the co-registration technique and analysis methodology in comparison studies between advanced imaging modalities and whole-mount-histology reference in primary prostate cancer |
title_full_unstemmed |
The impact of the co-registration technique and analysis methodology in comparison studies between advanced imaging modalities and whole-mount-histology reference in primary prostate cancer |
title_sort |
impact of the co-registration technique and analysis methodology in comparison studies between advanced imaging modalities and whole-mount-histology reference in primary prostate cancer |
publisher |
Nature Publishing Group |
series |
Scientific Reports |
issn |
2045-2322 |
publishDate |
2021-03-01 |
description |
Abstract Comparison studies using histopathology as standard of reference enable a validation of the diagnostic performance of imaging methods. This study analysed (1) the impact of different image-histopathology co-registration pathways, (2) the impact of the applied data analysis method and (3) intraindividually compared multiparametric magnet resonance tomography (mpMRI) and prostate specific membrane antigen positron emission tomography (PSMA-PET) by using the different approaches. Ten patients with primary PCa who underwent mpMRI and [18F]PSMA-1007 PET/CT followed by prostatectomy were prospectively enrolled. We demonstrate that the choice of the intermediate registration step [(1) via ex-vivo CT or (2) mpMRI] does not significantly affect the performance of the registration framework. Comparison of analysis methods revealed that methods using high spatial resolutions e.g. quadrant-based slice-by-slice analysis are beneficial for a differentiated analysis of performance, compared to methods with a lower resolution (segment-based analysis with 6 or 18 segments and lesions-based analysis). Furthermore, PSMA-PET outperformed mpMRI for intraprostatic PCa detection in terms of sensitivity (median %: 83–85 vs. 60–69, p < 0.04) with similar specificity (median %: 74–93.8 vs. 100) using both registration pathways. To conclude, the choice of an intermediate registration pathway does not significantly affect registration performance, analysis methods with high spatial resolution are preferable and PSMA-PET outperformed mpMRI in terms of sensitivity in our cohort. |
url |
https://doi.org/10.1038/s41598-021-85028-5 |
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