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Prognostic role of body composition parameters in gastric/gastroesophageal junction cancer patients from the EXPAND trial
BACKGROUND: Body fat and/or muscle composition influences prognosis in several cancer types. For advanced gastric and gastroesophageal junction cancer, we investigated which body composition parameters carry prognostic information beyond well‐established clinical parameters using robust model select...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7015239/ https://www.ncbi.nlm.nih.gov/pubmed/31464089 http://dx.doi.org/10.1002/jcsm.12484 |
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author | Hacker, Ulrich T. Hasenclever, Dirk Linder, Nicolas Stocker, Gertraud Chung, Hyun‐Cheol Kang, Yoon‐Koo Moehler, Markus Busse, Harald Lordick, Florian |
author_facet | Hacker, Ulrich T. Hasenclever, Dirk Linder, Nicolas Stocker, Gertraud Chung, Hyun‐Cheol Kang, Yoon‐Koo Moehler, Markus Busse, Harald Lordick, Florian |
author_sort | Hacker, Ulrich T. |
collection | PubMed |
description | BACKGROUND: Body fat and/or muscle composition influences prognosis in several cancer types. For advanced gastric and gastroesophageal junction cancer, we investigated which body composition parameters carry prognostic information beyond well‐established clinical parameters using robust model selection strategy such that parameters identified can be expected to generalize and to be reproducible beyond our particular data set. Then we modelled how differences in these parameters translate into survival outcomes. METHODS: Fat and muscle parameters were measured on baseline computed tomography scans in 761 patients with advanced gastric or gastroesophageal junction cancer from the phase III EXPAND trial, undergoing first‐line chemotherapy. Cox regression analysis for overall survival (OS) and progression‐free survival (PFS) included body composition parameters and clinical prognostic factors. All continuous variables were entered linearly into the model as there was no evidence of non‐linear prognostic impact. For transferability, the final model included only parameters that were picked by Bayesian information criterion model selection followed by bootstrap analysis to identify the most robust model. RESULTS: Muscle and fat parameters formed correlation clusters without relevant between‐cluster correlation. Mean muscle attenuation (MA) clusters with the fat parameters. In multivariate analysis, MA was prognostic for OS (P < 0.0001) but not for PFS, while skeletal muscle index was prognostic for PFS (P = 0.02) but not for OS. Worse performance status Eastern Cooperative Oncology Group (ECOG 1/0), younger age (on a linear scale), and the number of metastatic sites were strong negative clinical prognostic factors for both OS and PFS. MA remained in the model for OS (P = 0.0001) following Bayesian information criterion model selection in contrast to skeletal muscle index that remained prognostic for PFS (P = 0.009). Applying stricter criteria for transferability, MA represented the only prognostic body composition parameter for OS, selected in >80% of bootstrap replicates. Finally, Cox model‐derived survival curves indicated that large differences in MA translate into only moderate differences in expected OS in this cohort. CONCLUSIONS: Among body composition parameters, only MA has robust prognostic impact for OS. Data suggest that treatment approaches targeting muscle quality are unlikely to prolong OS noticeably on their own in advanced gastric cancer patients, indicating that multimodal approaches should be pursued in the future. |
format | Online Article Text |
id | pubmed-7015239 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-70152392020-02-19 Prognostic role of body composition parameters in gastric/gastroesophageal junction cancer patients from the EXPAND trial Hacker, Ulrich T. Hasenclever, Dirk Linder, Nicolas Stocker, Gertraud Chung, Hyun‐Cheol Kang, Yoon‐Koo Moehler, Markus Busse, Harald Lordick, Florian J Cachexia Sarcopenia Muscle Original Articles BACKGROUND: Body fat and/or muscle composition influences prognosis in several cancer types. For advanced gastric and gastroesophageal junction cancer, we investigated which body composition parameters carry prognostic information beyond well‐established clinical parameters using robust model selection strategy such that parameters identified can be expected to generalize and to be reproducible beyond our particular data set. Then we modelled how differences in these parameters translate into survival outcomes. METHODS: Fat and muscle parameters were measured on baseline computed tomography scans in 761 patients with advanced gastric or gastroesophageal junction cancer from the phase III EXPAND trial, undergoing first‐line chemotherapy. Cox regression analysis for overall survival (OS) and progression‐free survival (PFS) included body composition parameters and clinical prognostic factors. All continuous variables were entered linearly into the model as there was no evidence of non‐linear prognostic impact. For transferability, the final model included only parameters that were picked by Bayesian information criterion model selection followed by bootstrap analysis to identify the most robust model. RESULTS: Muscle and fat parameters formed correlation clusters without relevant between‐cluster correlation. Mean muscle attenuation (MA) clusters with the fat parameters. In multivariate analysis, MA was prognostic for OS (P < 0.0001) but not for PFS, while skeletal muscle index was prognostic for PFS (P = 0.02) but not for OS. Worse performance status Eastern Cooperative Oncology Group (ECOG 1/0), younger age (on a linear scale), and the number of metastatic sites were strong negative clinical prognostic factors for both OS and PFS. MA remained in the model for OS (P = 0.0001) following Bayesian information criterion model selection in contrast to skeletal muscle index that remained prognostic for PFS (P = 0.009). Applying stricter criteria for transferability, MA represented the only prognostic body composition parameter for OS, selected in >80% of bootstrap replicates. Finally, Cox model‐derived survival curves indicated that large differences in MA translate into only moderate differences in expected OS in this cohort. CONCLUSIONS: Among body composition parameters, only MA has robust prognostic impact for OS. Data suggest that treatment approaches targeting muscle quality are unlikely to prolong OS noticeably on their own in advanced gastric cancer patients, indicating that multimodal approaches should be pursued in the future. John Wiley and Sons Inc. 2019-08-28 2020-02 /pmc/articles/PMC7015239/ /pubmed/31464089 http://dx.doi.org/10.1002/jcsm.12484 Text en © 2019 The Authors. Journal of Cachexia, Sarcopenia and Muscle published by John Wiley & Sons Ltd on behalf of Society on Sarcopenia, Cachexia and Wasting Disorders This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Hacker, Ulrich T. Hasenclever, Dirk Linder, Nicolas Stocker, Gertraud Chung, Hyun‐Cheol Kang, Yoon‐Koo Moehler, Markus Busse, Harald Lordick, Florian Prognostic role of body composition parameters in gastric/gastroesophageal junction cancer patients from the EXPAND trial |
title | Prognostic role of body composition parameters in gastric/gastroesophageal junction cancer patients from the EXPAND trial |
title_full | Prognostic role of body composition parameters in gastric/gastroesophageal junction cancer patients from the EXPAND trial |
title_fullStr | Prognostic role of body composition parameters in gastric/gastroesophageal junction cancer patients from the EXPAND trial |
title_full_unstemmed | Prognostic role of body composition parameters in gastric/gastroesophageal junction cancer patients from the EXPAND trial |
title_short | Prognostic role of body composition parameters in gastric/gastroesophageal junction cancer patients from the EXPAND trial |
title_sort | prognostic role of body composition parameters in gastric/gastroesophageal junction cancer patients from the expand trial |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7015239/ https://www.ncbi.nlm.nih.gov/pubmed/31464089 http://dx.doi.org/10.1002/jcsm.12484 |
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