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...

Full description

Bibliographic Details
Main Authors: 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
Format: Article
Language:English
Published: Nature Publishing Group 2021-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-85028-5
id doaj-d335af9679c14ca7889336d2160d5cae
record_format Article
spelling 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
collection 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
work_keys_str_mv AT constantinoszamboglou theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT mariakramer theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT selinakiefer theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT peterbronsert theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT laraceci theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT augustsigle theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT wolfgangschultzeseemann theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT cordulaajilg theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT tanjasprave theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT thomasffassbender theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT nilshnicolay theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT juriruf theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT matthiasbenndorf theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT ancalgrosu theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT simonkbspohn theimpactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT constantinoszamboglou impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT mariakramer impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT selinakiefer impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT peterbronsert impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT laraceci impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT augustsigle impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT wolfgangschultzeseemann impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT cordulaajilg impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT tanjasprave impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT thomasffassbender impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT nilshnicolay impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT juriruf impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT matthiasbenndorf impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT ancalgrosu impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
AT simonkbspohn impactofthecoregistrationtechniqueandanalysismethodologyincomparisonstudiesbetweenadvancedimagingmodalitiesandwholemounthistologyreferenceinprimaryprostatecancer
_version_ 1724221482651877376