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Quantitative Clinical Staging for Patients With Malignant Pleural Mesothelioma
BACKGROUND: Analysis of the International Association for the Study of Lung Cancer (IASLC) Malignant Pleural Mesothelioma (MPM) database revealed that clinical (cTNM) staging minimally stratified survival and was discrepant with pathological (pTNM) staging. To improve prognostic classification of MP...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6009654/ https://www.ncbi.nlm.nih.gov/pubmed/29931180 http://dx.doi.org/10.1093/jnci/djx175 |
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author | Gill, Ritu R Yeap, Beow Y Bueno, Raphael Richards, William G |
author_facet | Gill, Ritu R Yeap, Beow Y Bueno, Raphael Richards, William G |
author_sort | Gill, Ritu R |
collection | PubMed |
description | BACKGROUND: Analysis of the International Association for the Study of Lung Cancer (IASLC) Malignant Pleural Mesothelioma (MPM) database revealed that clinical (cTNM) staging minimally stratified survival and was discrepant with pathological (pTNM) staging. To improve prognostic classification of MPM, alternative staging models based on quantitative parameters were explored. METHODS: An institutional review board–approved MPM registry was queried to identify patients with available pathological and preoperative imaging data. Qualifying patients were randomly assigned to training and test sets in a 1:2 ratio. Computed cTNM and pTNM staging (AJCC Cancer Staging Manual, 7th ed.) were compared. Quantitative image analysis included tumor volume assessed from three-dimensional reconstruction of computed tomography scans (VolCT) and maximal fissural thickness (Fmax). Survival was estimated using the Kaplan-Meier method, and the relationship with VolCT was examined by Cox regression analysis to identify optimized cut-points. Performance of cTNM and quantitative models derived was compared in the test set using Harrell’s C index. RESULTS: A total of 472 patients met inclusion criteria. TNM staging was concordant with pathological TNM staging in 171 of 472 (36.2%), understaged in 209 (44.2%), and overstaged in 92 (19.4%) patients. The most concordant feature was involvement of interlobar fissures. A quantitative clinical staging model comprising VolCT and Fmax (c-index = 0.638, 95% confidence interval [CI] = 0.603 to 0.673) performed statistically significantly better as a prognostic classifier when compared in the test set with cTNM (c-index = 0.562, 95% CI = 0.525 to 0.599, P = .001). CONCLUSIONS: Improved prognostic performance may be achievable by quantitative clinical staging combining VolCT and Fmax, providing a cost-effective and clinically relevant surrogate for clinical TNM stage. |
format | Online Article Text |
id | pubmed-6009654 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-60096542018-06-25 Quantitative Clinical Staging for Patients With Malignant Pleural Mesothelioma Gill, Ritu R Yeap, Beow Y Bueno, Raphael Richards, William G J Natl Cancer Inst Articles BACKGROUND: Analysis of the International Association for the Study of Lung Cancer (IASLC) Malignant Pleural Mesothelioma (MPM) database revealed that clinical (cTNM) staging minimally stratified survival and was discrepant with pathological (pTNM) staging. To improve prognostic classification of MPM, alternative staging models based on quantitative parameters were explored. METHODS: An institutional review board–approved MPM registry was queried to identify patients with available pathological and preoperative imaging data. Qualifying patients were randomly assigned to training and test sets in a 1:2 ratio. Computed cTNM and pTNM staging (AJCC Cancer Staging Manual, 7th ed.) were compared. Quantitative image analysis included tumor volume assessed from three-dimensional reconstruction of computed tomography scans (VolCT) and maximal fissural thickness (Fmax). Survival was estimated using the Kaplan-Meier method, and the relationship with VolCT was examined by Cox regression analysis to identify optimized cut-points. Performance of cTNM and quantitative models derived was compared in the test set using Harrell’s C index. RESULTS: A total of 472 patients met inclusion criteria. TNM staging was concordant with pathological TNM staging in 171 of 472 (36.2%), understaged in 209 (44.2%), and overstaged in 92 (19.4%) patients. The most concordant feature was involvement of interlobar fissures. A quantitative clinical staging model comprising VolCT and Fmax (c-index = 0.638, 95% confidence interval [CI] = 0.603 to 0.673) performed statistically significantly better as a prognostic classifier when compared in the test set with cTNM (c-index = 0.562, 95% CI = 0.525 to 0.599, P = .001). CONCLUSIONS: Improved prognostic performance may be achievable by quantitative clinical staging combining VolCT and Fmax, providing a cost-effective and clinically relevant surrogate for clinical TNM stage. Oxford University Press 2017-09-26 /pmc/articles/PMC6009654/ /pubmed/29931180 http://dx.doi.org/10.1093/jnci/djx175 Text en © The Author 2017. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com. |
spellingShingle | Articles Gill, Ritu R Yeap, Beow Y Bueno, Raphael Richards, William G Quantitative Clinical Staging for Patients With Malignant Pleural Mesothelioma |
title | Quantitative Clinical Staging for Patients With Malignant Pleural Mesothelioma |
title_full | Quantitative Clinical Staging for Patients With Malignant Pleural Mesothelioma |
title_fullStr | Quantitative Clinical Staging for Patients With Malignant Pleural Mesothelioma |
title_full_unstemmed | Quantitative Clinical Staging for Patients With Malignant Pleural Mesothelioma |
title_short | Quantitative Clinical Staging for Patients With Malignant Pleural Mesothelioma |
title_sort | quantitative clinical staging for patients with malignant pleural mesothelioma |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6009654/ https://www.ncbi.nlm.nih.gov/pubmed/29931180 http://dx.doi.org/10.1093/jnci/djx175 |
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