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Prognostic score and sex-specific nomograms to predict survival in resectable lung cancer: A French nationwide study from the Epithor cohort database
BACKGROUND: Prognostic assessment in patients undergoing cancer treatments is of paramount importance to plan subsequent management. In resectable lung cancer availability of an easy-to use nomogram to predict long-term outcome would be extremely useful to identify high-risk patients in the era of p...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9794974/ https://www.ncbi.nlm.nih.gov/pubmed/36591560 http://dx.doi.org/10.1016/j.lanepe.2022.100566 |
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author | Alifano, Marco Daffré, Elisa Brouchet, Laurent Falcoz, Pierre Emmanuel Le Pimpec Barthes, Françoise Pages, Pierre Benoit Thomas, Pascal Alexandre Dahan, Marcel Porcher, Raphael |
author_facet | Alifano, Marco Daffré, Elisa Brouchet, Laurent Falcoz, Pierre Emmanuel Le Pimpec Barthes, Françoise Pages, Pierre Benoit Thomas, Pascal Alexandre Dahan, Marcel Porcher, Raphael |
author_sort | Alifano, Marco |
collection | PubMed |
description | BACKGROUND: Prognostic assessment in patients undergoing cancer treatments is of paramount importance to plan subsequent management. In resectable lung cancer availability of an easy-to use nomogram to predict long-term outcome would be extremely useful to identify high-risk patients in the era of perioperative targeted and immune therapies. METHODS: We retrieved clinical, surgical and pathological data of all consecutive patients included in Epithor, the database of French Society of Thoracic and Cardiovascular Surgery, and operated on between 2003 and 2020 for non-small cell lung cancer in a curative intent. The primary endpoint was overall survival up to 5 years. We assessed prognostic significance of available variables using Cox modelling, in the whole dataset, and in men and in women separately, and performed temporal validation. Finally, we constructed two sex-specific nomograms. Survivals by fifths of score were assessed in the development and temporal validation sets. FINDINGS: The study included 62,633 patients (43,551 men and 19,082 women). Median survival time was 9.2 years. Nine factors had strong prognostic impact and were used to construct nomograms. The optimism-corrected c statistic for the prognostic score was 0.689 in the development sample, and 0.726 (95% CI 0.718–0.735) in the temporal validation sample. All differences between adjacent fifths of score were significant (P < 0.0001). Figures of 3-year OS by fifths of score were 92.2%, 83.0%, 74.3%, 64.0%, and 43.4%, respectively, in the development set and 93.3%, 88.4%, 81.0%, 73.7%, 55.7% in the temporal validation set. Performance of score was maintained when stratifying by stage of diseases. INTERPRETATION: In the present work, we report evidence that long-term overall survival after resection of NSCLC can be predicted by an easy to construct and use composite score taking into account both host and tumour related factors. FUNDING: Epithor is funded by FSTCVS. |
format | Online Article Text |
id | pubmed-9794974 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-97949742022-12-29 Prognostic score and sex-specific nomograms to predict survival in resectable lung cancer: A French nationwide study from the Epithor cohort database Alifano, Marco Daffré, Elisa Brouchet, Laurent Falcoz, Pierre Emmanuel Le Pimpec Barthes, Françoise Pages, Pierre Benoit Thomas, Pascal Alexandre Dahan, Marcel Porcher, Raphael Lancet Reg Health Eur Articles BACKGROUND: Prognostic assessment in patients undergoing cancer treatments is of paramount importance to plan subsequent management. In resectable lung cancer availability of an easy-to use nomogram to predict long-term outcome would be extremely useful to identify high-risk patients in the era of perioperative targeted and immune therapies. METHODS: We retrieved clinical, surgical and pathological data of all consecutive patients included in Epithor, the database of French Society of Thoracic and Cardiovascular Surgery, and operated on between 2003 and 2020 for non-small cell lung cancer in a curative intent. The primary endpoint was overall survival up to 5 years. We assessed prognostic significance of available variables using Cox modelling, in the whole dataset, and in men and in women separately, and performed temporal validation. Finally, we constructed two sex-specific nomograms. Survivals by fifths of score were assessed in the development and temporal validation sets. FINDINGS: The study included 62,633 patients (43,551 men and 19,082 women). Median survival time was 9.2 years. Nine factors had strong prognostic impact and were used to construct nomograms. The optimism-corrected c statistic for the prognostic score was 0.689 in the development sample, and 0.726 (95% CI 0.718–0.735) in the temporal validation sample. All differences between adjacent fifths of score were significant (P < 0.0001). Figures of 3-year OS by fifths of score were 92.2%, 83.0%, 74.3%, 64.0%, and 43.4%, respectively, in the development set and 93.3%, 88.4%, 81.0%, 73.7%, 55.7% in the temporal validation set. Performance of score was maintained when stratifying by stage of diseases. INTERPRETATION: In the present work, we report evidence that long-term overall survival after resection of NSCLC can be predicted by an easy to construct and use composite score taking into account both host and tumour related factors. FUNDING: Epithor is funded by FSTCVS. Elsevier 2022-12-19 /pmc/articles/PMC9794974/ /pubmed/36591560 http://dx.doi.org/10.1016/j.lanepe.2022.100566 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles Alifano, Marco Daffré, Elisa Brouchet, Laurent Falcoz, Pierre Emmanuel Le Pimpec Barthes, Françoise Pages, Pierre Benoit Thomas, Pascal Alexandre Dahan, Marcel Porcher, Raphael Prognostic score and sex-specific nomograms to predict survival in resectable lung cancer: A French nationwide study from the Epithor cohort database |
title | Prognostic score and sex-specific nomograms to predict survival in resectable lung cancer: A French nationwide study from the Epithor cohort database |
title_full | Prognostic score and sex-specific nomograms to predict survival in resectable lung cancer: A French nationwide study from the Epithor cohort database |
title_fullStr | Prognostic score and sex-specific nomograms to predict survival in resectable lung cancer: A French nationwide study from the Epithor cohort database |
title_full_unstemmed | Prognostic score and sex-specific nomograms to predict survival in resectable lung cancer: A French nationwide study from the Epithor cohort database |
title_short | Prognostic score and sex-specific nomograms to predict survival in resectable lung cancer: A French nationwide study from the Epithor cohort database |
title_sort | prognostic score and sex-specific nomograms to predict survival in resectable lung cancer: a french nationwide study from the epithor cohort database |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9794974/ https://www.ncbi.nlm.nih.gov/pubmed/36591560 http://dx.doi.org/10.1016/j.lanepe.2022.100566 |
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