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Mutant-allele fraction heterogeneity is associated with non-small cell lung cancer patient survival

Genetic intratumor heterogeneity is associated with tumor occurrence, development and overall outcome. The present study aims to explore the association between mutant-allele fraction (MAF) heterogeneity and patient overall survival in lung cancer. Somatic mutation data of 939 non-small cell lung ca...

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Autores principales: Shen, Sipeng, Wei, Yongyue, Zhang, Ruyang, Du, Mulong, Duan, Weiwei, Yang, Sheng, Zhao, Yang, Christiani, David C., Chen, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: D.A. Spandidos 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5772758/
https://www.ncbi.nlm.nih.gov/pubmed/29399148
http://dx.doi.org/10.3892/ol.2017.7428
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author Shen, Sipeng
Wei, Yongyue
Zhang, Ruyang
Du, Mulong
Duan, Weiwei
Yang, Sheng
Zhao, Yang
Christiani, David C.
Chen, Feng
author_facet Shen, Sipeng
Wei, Yongyue
Zhang, Ruyang
Du, Mulong
Duan, Weiwei
Yang, Sheng
Zhao, Yang
Christiani, David C.
Chen, Feng
author_sort Shen, Sipeng
collection PubMed
description Genetic intratumor heterogeneity is associated with tumor occurrence, development and overall outcome. The present study aims to explore the association between mutant-allele fraction (MAF) heterogeneity and patient overall survival in lung cancer. Somatic mutation data of 939 non-small cell lung cancer (NSCLC) cases were obtained from The Cancer Genome Atlas. Entropy-based mutation allele fraction (EMAF) score was used to describe the uncertainty of individual somatic mutation patterns and to further analyze the association with patient overall survival. Results indicated that association between EMAF and overall survival was significant in the discovery set [hazard ratio (H)R=1.62; 95% confidence interval (CI): 1.08–2.41; P=0.018] and replication set (HR=1.63; 95% CI: 1.11–2.37; P=0.011). In addition, EMAF was also significantly different in lung adenocarcinoma and squamous cell carcinoma. Furthermore, a significant difference was indicated in early-stage patients. Results from c-index analysis indicated that EMAF improved the model predictive performance on the 3-year survival beyond that of traditional clinical staging, particularly in early-stage patients. In conclusion, EMAF successfully reflected MAF heterogeneity among patients with NSCLC. Additionally, EMAF improved the predictive performance in early-stage patient prognosis beyond that of traditional clinical staging. In clinical application, EMAF appears to identify a subset of early-stage patients with a poor prognosis and therefore may help inform clinical decisions regarding the application of chemotherapy after surgery.
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spelling pubmed-57727582018-02-02 Mutant-allele fraction heterogeneity is associated with non-small cell lung cancer patient survival Shen, Sipeng Wei, Yongyue Zhang, Ruyang Du, Mulong Duan, Weiwei Yang, Sheng Zhao, Yang Christiani, David C. Chen, Feng Oncol Lett Articles Genetic intratumor heterogeneity is associated with tumor occurrence, development and overall outcome. The present study aims to explore the association between mutant-allele fraction (MAF) heterogeneity and patient overall survival in lung cancer. Somatic mutation data of 939 non-small cell lung cancer (NSCLC) cases were obtained from The Cancer Genome Atlas. Entropy-based mutation allele fraction (EMAF) score was used to describe the uncertainty of individual somatic mutation patterns and to further analyze the association with patient overall survival. Results indicated that association between EMAF and overall survival was significant in the discovery set [hazard ratio (H)R=1.62; 95% confidence interval (CI): 1.08–2.41; P=0.018] and replication set (HR=1.63; 95% CI: 1.11–2.37; P=0.011). In addition, EMAF was also significantly different in lung adenocarcinoma and squamous cell carcinoma. Furthermore, a significant difference was indicated in early-stage patients. Results from c-index analysis indicated that EMAF improved the model predictive performance on the 3-year survival beyond that of traditional clinical staging, particularly in early-stage patients. In conclusion, EMAF successfully reflected MAF heterogeneity among patients with NSCLC. Additionally, EMAF improved the predictive performance in early-stage patient prognosis beyond that of traditional clinical staging. In clinical application, EMAF appears to identify a subset of early-stage patients with a poor prognosis and therefore may help inform clinical decisions regarding the application of chemotherapy after surgery. D.A. Spandidos 2018-01 2017-11-15 /pmc/articles/PMC5772758/ /pubmed/29399148 http://dx.doi.org/10.3892/ol.2017.7428 Text en Copyright: © Shen et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , 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 Articles
Shen, Sipeng
Wei, Yongyue
Zhang, Ruyang
Du, Mulong
Duan, Weiwei
Yang, Sheng
Zhao, Yang
Christiani, David C.
Chen, Feng
Mutant-allele fraction heterogeneity is associated with non-small cell lung cancer patient survival
title Mutant-allele fraction heterogeneity is associated with non-small cell lung cancer patient survival
title_full Mutant-allele fraction heterogeneity is associated with non-small cell lung cancer patient survival
title_fullStr Mutant-allele fraction heterogeneity is associated with non-small cell lung cancer patient survival
title_full_unstemmed Mutant-allele fraction heterogeneity is associated with non-small cell lung cancer patient survival
title_short Mutant-allele fraction heterogeneity is associated with non-small cell lung cancer patient survival
title_sort mutant-allele fraction heterogeneity is associated with non-small cell lung cancer patient survival
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5772758/
https://www.ncbi.nlm.nih.gov/pubmed/29399148
http://dx.doi.org/10.3892/ol.2017.7428
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