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Prognostic and predictive effect of KRAS gene copy number and mutation status in early stage non-small cell lung cancer patients
BACKGROUND: In the current analysis, we characterize the prognostic significance of KRAS mutations with concomitant copy number aberrations (CNA) in early stage non-small cell lung cancer (NSCLC), and evaluate the ability to predict survival benefit from adjuvant chemotherapy. METHODS: Clinical and...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7947394/ https://www.ncbi.nlm.nih.gov/pubmed/33718025 http://dx.doi.org/10.21037/tlcr-20-927 |
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author | Fung, Andrea S. Karimi, Maryam Michiels, Stefan Seymour, Lesley Brambilla, Elisabeth Le-Chevalier, Thierry Soria, Jean-Charles Kratzke, Robert Graziano, Stephen L. Devarakonda, Siddhartha Govindan, Ramaswamy Tsao, Ming-Sound Shepherd, Frances A. |
author_facet | Fung, Andrea S. Karimi, Maryam Michiels, Stefan Seymour, Lesley Brambilla, Elisabeth Le-Chevalier, Thierry Soria, Jean-Charles Kratzke, Robert Graziano, Stephen L. Devarakonda, Siddhartha Govindan, Ramaswamy Tsao, Ming-Sound Shepherd, Frances A. |
author_sort | Fung, Andrea S. |
collection | PubMed |
description | BACKGROUND: In the current analysis, we characterize the prognostic significance of KRAS mutations with concomitant copy number aberrations (CNA) in early stage non-small cell lung cancer (NSCLC), and evaluate the ability to predict survival benefit from adjuvant chemotherapy. METHODS: Clinical and genomic data from the LACE (Lung Adjuvant Cisplatin Evaluation)-Bio consortium was utilized. CNAs were categorized as Gain (CN ≥2) or Neutral (Neut)/Loss; KRAS status was defined as wild type (WT) or mutant (MUT). The following groups were compared in all patients and the adenocarcinoma subgroup, and were correlated to survival endpoints using a Cox proportional hazards model: WT + Neut/Loss (reference), WT + Gain, MUT + Gain and MUT + Neut/Loss. A treatment-by-variable interaction was added to evaluate predictive effect. RESULTS: Of the 946 (399 adenocarcinoma) NSCLC patients, 41 [30] had MUT + Gain, 145 [99] MUT + Neut/Loss, 125 [16] WT + Gain, and 635 [254] WT + Neut/Loss. A non-significant trend towards worse lung cancer-specific survival (LCSS; HR =1.34; 95% CI, 0.83–2.17, P=0.232), DFS (HR =1.34; 95% CI, 0.86–2.09, P=0.202) and OS (HR =1.59; 95% CI, 0.99–2.54, P=0.055) was seen in KRAS MUT + Gain patients relative to KRAS WT + Neut/Loss patients. A negative prognostic effect of KRAS MUT + Neut/Loss was observed for LCSS (HR =1.32; 95% CI, 1.01–1.71, P=0.038) relative to KRAS WT + Neut/Loss on univariable analysis, but to a lesser extent after adjusting for covariates (HR =1.28; 95% CI, 0.97–1.68, P=0.078). KRAS MUT + Gain was associated with a greater beneficial effect of chemotherapy on DFS compared to KRAS WT + Neut/Loss patients (rHR =0.33; 95% CI, 0.11–0.99, P=0.048), with a non-significant trend also seen for LCSS (rHR =0.41; 95% CI, 0.13–1.33, P=0.138) and OS (rHR =0.40; 95% CI, 0.13–1.26, P=0.116) in the adenocarcinoma subgroup. CONCLUSIONS: A small prognostic effect of KRAS mutation was identified for LCSS, and a trend towards worse LCSS, DFS and OS was noted for KRAS MUT + Gain. A potential predictive effect of concomitant KRAS mutation and copy number gain was observed for DFS in adenocarcinoma patients. These results could be driven by the small number of patients and require validation. |
format | Online Article Text |
id | pubmed-7947394 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-79473942021-03-12 Prognostic and predictive effect of KRAS gene copy number and mutation status in early stage non-small cell lung cancer patients Fung, Andrea S. Karimi, Maryam Michiels, Stefan Seymour, Lesley Brambilla, Elisabeth Le-Chevalier, Thierry Soria, Jean-Charles Kratzke, Robert Graziano, Stephen L. Devarakonda, Siddhartha Govindan, Ramaswamy Tsao, Ming-Sound Shepherd, Frances A. Transl Lung Cancer Res Original Article BACKGROUND: In the current analysis, we characterize the prognostic significance of KRAS mutations with concomitant copy number aberrations (CNA) in early stage non-small cell lung cancer (NSCLC), and evaluate the ability to predict survival benefit from adjuvant chemotherapy. METHODS: Clinical and genomic data from the LACE (Lung Adjuvant Cisplatin Evaluation)-Bio consortium was utilized. CNAs were categorized as Gain (CN ≥2) or Neutral (Neut)/Loss; KRAS status was defined as wild type (WT) or mutant (MUT). The following groups were compared in all patients and the adenocarcinoma subgroup, and were correlated to survival endpoints using a Cox proportional hazards model: WT + Neut/Loss (reference), WT + Gain, MUT + Gain and MUT + Neut/Loss. A treatment-by-variable interaction was added to evaluate predictive effect. RESULTS: Of the 946 (399 adenocarcinoma) NSCLC patients, 41 [30] had MUT + Gain, 145 [99] MUT + Neut/Loss, 125 [16] WT + Gain, and 635 [254] WT + Neut/Loss. A non-significant trend towards worse lung cancer-specific survival (LCSS; HR =1.34; 95% CI, 0.83–2.17, P=0.232), DFS (HR =1.34; 95% CI, 0.86–2.09, P=0.202) and OS (HR =1.59; 95% CI, 0.99–2.54, P=0.055) was seen in KRAS MUT + Gain patients relative to KRAS WT + Neut/Loss patients. A negative prognostic effect of KRAS MUT + Neut/Loss was observed for LCSS (HR =1.32; 95% CI, 1.01–1.71, P=0.038) relative to KRAS WT + Neut/Loss on univariable analysis, but to a lesser extent after adjusting for covariates (HR =1.28; 95% CI, 0.97–1.68, P=0.078). KRAS MUT + Gain was associated with a greater beneficial effect of chemotherapy on DFS compared to KRAS WT + Neut/Loss patients (rHR =0.33; 95% CI, 0.11–0.99, P=0.048), with a non-significant trend also seen for LCSS (rHR =0.41; 95% CI, 0.13–1.33, P=0.138) and OS (rHR =0.40; 95% CI, 0.13–1.26, P=0.116) in the adenocarcinoma subgroup. CONCLUSIONS: A small prognostic effect of KRAS mutation was identified for LCSS, and a trend towards worse LCSS, DFS and OS was noted for KRAS MUT + Gain. A potential predictive effect of concomitant KRAS mutation and copy number gain was observed for DFS in adenocarcinoma patients. These results could be driven by the small number of patients and require validation. AME Publishing Company 2021-02 /pmc/articles/PMC7947394/ /pubmed/33718025 http://dx.doi.org/10.21037/tlcr-20-927 Text en 2021 Translational Lung Cancer Research. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Fung, Andrea S. Karimi, Maryam Michiels, Stefan Seymour, Lesley Brambilla, Elisabeth Le-Chevalier, Thierry Soria, Jean-Charles Kratzke, Robert Graziano, Stephen L. Devarakonda, Siddhartha Govindan, Ramaswamy Tsao, Ming-Sound Shepherd, Frances A. Prognostic and predictive effect of KRAS gene copy number and mutation status in early stage non-small cell lung cancer patients |
title | Prognostic and predictive effect of KRAS gene copy number and mutation status in early stage non-small cell lung cancer patients |
title_full | Prognostic and predictive effect of KRAS gene copy number and mutation status in early stage non-small cell lung cancer patients |
title_fullStr | Prognostic and predictive effect of KRAS gene copy number and mutation status in early stage non-small cell lung cancer patients |
title_full_unstemmed | Prognostic and predictive effect of KRAS gene copy number and mutation status in early stage non-small cell lung cancer patients |
title_short | Prognostic and predictive effect of KRAS gene copy number and mutation status in early stage non-small cell lung cancer patients |
title_sort | prognostic and predictive effect of kras gene copy number and mutation status in early stage non-small cell lung cancer patients |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7947394/ https://www.ncbi.nlm.nih.gov/pubmed/33718025 http://dx.doi.org/10.21037/tlcr-20-927 |
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