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Progression of bone metastases in patients with prostate cancer - automated detection of new lesions and calculation of bone scan index

BACKGROUND: The objective of this study was firstly to develop and evaluate an automated method for the detection of new lesions and changes in bone scan index (BSI) in serial bone scans and secondly to evaluate the prognostic value of the method in a group of patients receiving chemotherapy. METHOD...

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Autores principales: Kaboteh, Reza, Gjertsson, Peter, Leek, Håkan, Lomsky, Milan, Ohlsson, Mattias, Sjöstrand, Karl, Edenbrandt, Lars
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3751570/
https://www.ncbi.nlm.nih.gov/pubmed/23947784
http://dx.doi.org/10.1186/2191-219X-3-64
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author Kaboteh, Reza
Gjertsson, Peter
Leek, Håkan
Lomsky, Milan
Ohlsson, Mattias
Sjöstrand, Karl
Edenbrandt, Lars
author_facet Kaboteh, Reza
Gjertsson, Peter
Leek, Håkan
Lomsky, Milan
Ohlsson, Mattias
Sjöstrand, Karl
Edenbrandt, Lars
author_sort Kaboteh, Reza
collection PubMed
description BACKGROUND: The objective of this study was firstly to develop and evaluate an automated method for the detection of new lesions and changes in bone scan index (BSI) in serial bone scans and secondly to evaluate the prognostic value of the method in a group of patients receiving chemotherapy. METHODS: The automated method for detection of new lesions was evaluated in a group of 266 patients using the classifications by three experienced bone scan readers as a gold standard. The prognostic value of the method was assessed in a group of 31 metastatic hormone-refractory prostate cancer patients who were receiving docetaxel. Cox proportional hazards were used to investigate the association between percentage change in BSI, number of new lesions and overall survival. Kaplan-Meier estimates of the survival function were used to indicate a significant difference between patients with an increase/decrease in BSI or those with two or more new lesions or less than two new lesions. RESULTS: The automated method detected progression defined as two or more new lesions with a sensitivity of 93% and a specificity of 87%. In the treatment group, both BSI changes and the number of new metastases were significantly associated with survival. Two-year survival for patients with increasing and decreasing BSI from baseline to follow-up scans were 18% and 57% (p = 0.03), respectively. Two-year survival for patients fulfilling and not fulfilling the criterion of two or more new lesions was 35% and 38% (n.s.), respectively. CONCLUSIONS: An automated method can be used to calculate the number of new lesions and changes in BSI in serial bone scans. These imaging biomarkers contained prognostic information in a small group of patients with prostate cancer receiving chemotherapy.
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spelling pubmed-37515702013-08-27 Progression of bone metastases in patients with prostate cancer - automated detection of new lesions and calculation of bone scan index Kaboteh, Reza Gjertsson, Peter Leek, Håkan Lomsky, Milan Ohlsson, Mattias Sjöstrand, Karl Edenbrandt, Lars EJNMMI Res Original Research BACKGROUND: The objective of this study was firstly to develop and evaluate an automated method for the detection of new lesions and changes in bone scan index (BSI) in serial bone scans and secondly to evaluate the prognostic value of the method in a group of patients receiving chemotherapy. METHODS: The automated method for detection of new lesions was evaluated in a group of 266 patients using the classifications by three experienced bone scan readers as a gold standard. The prognostic value of the method was assessed in a group of 31 metastatic hormone-refractory prostate cancer patients who were receiving docetaxel. Cox proportional hazards were used to investigate the association between percentage change in BSI, number of new lesions and overall survival. Kaplan-Meier estimates of the survival function were used to indicate a significant difference between patients with an increase/decrease in BSI or those with two or more new lesions or less than two new lesions. RESULTS: The automated method detected progression defined as two or more new lesions with a sensitivity of 93% and a specificity of 87%. In the treatment group, both BSI changes and the number of new metastases were significantly associated with survival. Two-year survival for patients with increasing and decreasing BSI from baseline to follow-up scans were 18% and 57% (p = 0.03), respectively. Two-year survival for patients fulfilling and not fulfilling the criterion of two or more new lesions was 35% and 38% (n.s.), respectively. CONCLUSIONS: An automated method can be used to calculate the number of new lesions and changes in BSI in serial bone scans. These imaging biomarkers contained prognostic information in a small group of patients with prostate cancer receiving chemotherapy. Springer 2013-08-16 /pmc/articles/PMC3751570/ /pubmed/23947784 http://dx.doi.org/10.1186/2191-219X-3-64 Text en Copyright ©2013 Kaboteh et al.; licensee Springer. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Research
Kaboteh, Reza
Gjertsson, Peter
Leek, Håkan
Lomsky, Milan
Ohlsson, Mattias
Sjöstrand, Karl
Edenbrandt, Lars
Progression of bone metastases in patients with prostate cancer - automated detection of new lesions and calculation of bone scan index
title Progression of bone metastases in patients with prostate cancer - automated detection of new lesions and calculation of bone scan index
title_full Progression of bone metastases in patients with prostate cancer - automated detection of new lesions and calculation of bone scan index
title_fullStr Progression of bone metastases in patients with prostate cancer - automated detection of new lesions and calculation of bone scan index
title_full_unstemmed Progression of bone metastases in patients with prostate cancer - automated detection of new lesions and calculation of bone scan index
title_short Progression of bone metastases in patients with prostate cancer - automated detection of new lesions and calculation of bone scan index
title_sort progression of bone metastases in patients with prostate cancer - automated detection of new lesions and calculation of bone scan index
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3751570/
https://www.ncbi.nlm.nih.gov/pubmed/23947784
http://dx.doi.org/10.1186/2191-219X-3-64
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