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Prostate shapes on pre-treatment MRI between prostate cancer patients who do and do not undergo biochemical recurrence are different: Preliminary Findings

Early identification of PCa patients at risk for biochemical recurrence (BCR) post-therapy will potentially complement definitive therapy with either neo- or adjuvant therapy to improve prognosis. BCR post definitive therapy is often associated with disease progression that might cause a bulge in th...

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Autores principales: Ghose, Soumya, Shiradkar, Rakesh, Rusu, Mirabela, Mitra, Jhimli, Thawani, Rajat, Feldman, Michael, Gupta, Amar C., Purysko, Andrei S., Ponsky, Lee, Madabhushi, Anant
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5696460/
https://www.ncbi.nlm.nih.gov/pubmed/29158516
http://dx.doi.org/10.1038/s41598-017-13443-8
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author Ghose, Soumya
Shiradkar, Rakesh
Rusu, Mirabela
Mitra, Jhimli
Thawani, Rajat
Feldman, Michael
Gupta, Amar C.
Purysko, Andrei S.
Ponsky, Lee
Madabhushi, Anant
author_facet Ghose, Soumya
Shiradkar, Rakesh
Rusu, Mirabela
Mitra, Jhimli
Thawani, Rajat
Feldman, Michael
Gupta, Amar C.
Purysko, Andrei S.
Ponsky, Lee
Madabhushi, Anant
author_sort Ghose, Soumya
collection PubMed
description Early identification of PCa patients at risk for biochemical recurrence (BCR) post-therapy will potentially complement definitive therapy with either neo- or adjuvant therapy to improve prognosis. BCR post definitive therapy is often associated with disease progression that might cause a bulge in the prostate gland. In this work we explored if an atlas-based comparison approach reveals shape differences in the prostate capsule as observed on pre-treatment T2-weighted MRI between prostate cancer patients who do (BCR (+)) and do not (BCR (−)) have BCR following definitive therapy. A single center IRB approved study included 874 patients. Complete image datasets, clinically localized PCa, availability of Gleason score, data available for post-treatment PSA and follow-up for at least 3 years in patients without BCR were the inclusion criteria to select 77 patients out of the 874 patients. Further controlling for Gleason score, stage, age and to maintain equal number of cases for the BCR (+) and BCR (−) categories, the total number of cases was reduced to 50. Manually segmented prostate capsules were aligned to a BCR (−) template for statistical comparison between the BCR (+) and BCR (−) groups. Statistically significant shape difference between the two groups was observed towards the lateral and the posterior sides of prostate.
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spelling pubmed-56964602017-11-29 Prostate shapes on pre-treatment MRI between prostate cancer patients who do and do not undergo biochemical recurrence are different: Preliminary Findings Ghose, Soumya Shiradkar, Rakesh Rusu, Mirabela Mitra, Jhimli Thawani, Rajat Feldman, Michael Gupta, Amar C. Purysko, Andrei S. Ponsky, Lee Madabhushi, Anant Sci Rep Article Early identification of PCa patients at risk for biochemical recurrence (BCR) post-therapy will potentially complement definitive therapy with either neo- or adjuvant therapy to improve prognosis. BCR post definitive therapy is often associated with disease progression that might cause a bulge in the prostate gland. In this work we explored if an atlas-based comparison approach reveals shape differences in the prostate capsule as observed on pre-treatment T2-weighted MRI between prostate cancer patients who do (BCR (+)) and do not (BCR (−)) have BCR following definitive therapy. A single center IRB approved study included 874 patients. Complete image datasets, clinically localized PCa, availability of Gleason score, data available for post-treatment PSA and follow-up for at least 3 years in patients without BCR were the inclusion criteria to select 77 patients out of the 874 patients. Further controlling for Gleason score, stage, age and to maintain equal number of cases for the BCR (+) and BCR (−) categories, the total number of cases was reduced to 50. Manually segmented prostate capsules were aligned to a BCR (−) template for statistical comparison between the BCR (+) and BCR (−) groups. Statistically significant shape difference between the two groups was observed towards the lateral and the posterior sides of prostate. Nature Publishing Group UK 2017-11-20 /pmc/articles/PMC5696460/ /pubmed/29158516 http://dx.doi.org/10.1038/s41598-017-13443-8 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Ghose, Soumya
Shiradkar, Rakesh
Rusu, Mirabela
Mitra, Jhimli
Thawani, Rajat
Feldman, Michael
Gupta, Amar C.
Purysko, Andrei S.
Ponsky, Lee
Madabhushi, Anant
Prostate shapes on pre-treatment MRI between prostate cancer patients who do and do not undergo biochemical recurrence are different: Preliminary Findings
title Prostate shapes on pre-treatment MRI between prostate cancer patients who do and do not undergo biochemical recurrence are different: Preliminary Findings
title_full Prostate shapes on pre-treatment MRI between prostate cancer patients who do and do not undergo biochemical recurrence are different: Preliminary Findings
title_fullStr Prostate shapes on pre-treatment MRI between prostate cancer patients who do and do not undergo biochemical recurrence are different: Preliminary Findings
title_full_unstemmed Prostate shapes on pre-treatment MRI between prostate cancer patients who do and do not undergo biochemical recurrence are different: Preliminary Findings
title_short Prostate shapes on pre-treatment MRI between prostate cancer patients who do and do not undergo biochemical recurrence are different: Preliminary Findings
title_sort prostate shapes on pre-treatment mri between prostate cancer patients who do and do not undergo biochemical recurrence are different: preliminary findings
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5696460/
https://www.ncbi.nlm.nih.gov/pubmed/29158516
http://dx.doi.org/10.1038/s41598-017-13443-8
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