Molecular Subtyping and Prognostic Assessment Based on Tumor Mutation Burden in Patients with Lung Adenocarcinomas

The distinct molecular subtypes of lung cancer are defined by monogenic biomarkers, such as <i>EGFR</i>, <i>KRAS</i>, and <i>ALK</i> rearrangement. Tumor mutation burden (TMB) is a potential biomarker for response to immunotherapy, which is one of the measures for...

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Main Authors: Changzheng Wang, Han Liang, Cong Lin, Fuqiang Li, Guoyun Xie, Sitan Qiao, Xulian Shi, Jianlian Deng, Xin Zhao, Kui Wu, Xiuqing Zhang
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/20/17/4251
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spelling doaj-161fe107792d4e9da6b0ee754d99f6032020-11-25T01:46:07ZengMDPI AGInternational Journal of Molecular Sciences1422-00672019-08-012017425110.3390/ijms20174251ijms20174251Molecular Subtyping and Prognostic Assessment Based on Tumor Mutation Burden in Patients with Lung AdenocarcinomasChangzheng Wang0Han Liang1Cong Lin2Fuqiang Li3Guoyun Xie4Sitan Qiao5Xulian Shi6Jianlian Deng7Xin Zhao8Kui Wu9Xiuqing Zhang10School of Future Technology, University of Chinese Academy of Sciences, Beijing 101408, ChinaBGI-Shenzhen, Shenzhen 518083, ChinaBGI-Shenzhen, Shenzhen 518083, ChinaBGI-Shenzhen, Shenzhen 518083, ChinaBGI-Shenzhen, Shenzhen 518083, ChinaBGI-Shenzhen, Shenzhen 518083, ChinaBGI-Shenzhen, Shenzhen 518083, ChinaSchool of Future Technology, University of Chinese Academy of Sciences, Beijing 101408, ChinaBGI-Shenzhen, Shenzhen 518083, ChinaBGI-Shenzhen, Shenzhen 518083, ChinaSchool of Future Technology, University of Chinese Academy of Sciences, Beijing 101408, ChinaThe distinct molecular subtypes of lung cancer are defined by monogenic biomarkers, such as <i>EGFR</i>, <i>KRAS</i>, and <i>ALK</i> rearrangement. Tumor mutation burden (TMB) is a potential biomarker for response to immunotherapy, which is one of the measures for genomic instability. The molecular subtyping based on TMB has not been well characterized in lung adenocarcinomas in the Chinese population. Here we performed molecular subtyping based on TMB with the published whole exome sequencing data of 101 lung adenocarcinomas and compared the different features of the classified subtypes, including clinical features, somatic driver genes, and mutational signatures. We found that patients with lower TMB have a longer disease-free survival, and higher TMB is associated with smoking and aging. Analysis of somatic driver genes and mutational signatures demonstrates a significant association between somatic <i>RYR2</i> mutations and the subtype with higher TMB. Molecular subtyping based on TMB is a potential prognostic marker for lung adenocarcinoma. Signature 4 and the mutation of <i>RYR2</i> are highlighted in the TMB-High group. The mutation of <i>RYR2</i> is a significant biomarker associated with high TMB in lung adenocarcinoma.https://www.mdpi.com/1422-0067/20/17/4251Tumor mutation burdenmolecular subtypelung adenocarcinomas<i>RYR2</i>
collection DOAJ
language English
format Article
sources DOAJ
author Changzheng Wang
Han Liang
Cong Lin
Fuqiang Li
Guoyun Xie
Sitan Qiao
Xulian Shi
Jianlian Deng
Xin Zhao
Kui Wu
Xiuqing Zhang
spellingShingle Changzheng Wang
Han Liang
Cong Lin
Fuqiang Li
Guoyun Xie
Sitan Qiao
Xulian Shi
Jianlian Deng
Xin Zhao
Kui Wu
Xiuqing Zhang
Molecular Subtyping and Prognostic Assessment Based on Tumor Mutation Burden in Patients with Lung Adenocarcinomas
International Journal of Molecular Sciences
Tumor mutation burden
molecular subtype
lung adenocarcinomas
<i>RYR2</i>
author_facet Changzheng Wang
Han Liang
Cong Lin
Fuqiang Li
Guoyun Xie
Sitan Qiao
Xulian Shi
Jianlian Deng
Xin Zhao
Kui Wu
Xiuqing Zhang
author_sort Changzheng Wang
title Molecular Subtyping and Prognostic Assessment Based on Tumor Mutation Burden in Patients with Lung Adenocarcinomas
title_short Molecular Subtyping and Prognostic Assessment Based on Tumor Mutation Burden in Patients with Lung Adenocarcinomas
title_full Molecular Subtyping and Prognostic Assessment Based on Tumor Mutation Burden in Patients with Lung Adenocarcinomas
title_fullStr Molecular Subtyping and Prognostic Assessment Based on Tumor Mutation Burden in Patients with Lung Adenocarcinomas
title_full_unstemmed Molecular Subtyping and Prognostic Assessment Based on Tumor Mutation Burden in Patients with Lung Adenocarcinomas
title_sort molecular subtyping and prognostic assessment based on tumor mutation burden in patients with lung adenocarcinomas
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2019-08-01
description The distinct molecular subtypes of lung cancer are defined by monogenic biomarkers, such as <i>EGFR</i>, <i>KRAS</i>, and <i>ALK</i> rearrangement. Tumor mutation burden (TMB) is a potential biomarker for response to immunotherapy, which is one of the measures for genomic instability. The molecular subtyping based on TMB has not been well characterized in lung adenocarcinomas in the Chinese population. Here we performed molecular subtyping based on TMB with the published whole exome sequencing data of 101 lung adenocarcinomas and compared the different features of the classified subtypes, including clinical features, somatic driver genes, and mutational signatures. We found that patients with lower TMB have a longer disease-free survival, and higher TMB is associated with smoking and aging. Analysis of somatic driver genes and mutational signatures demonstrates a significant association between somatic <i>RYR2</i> mutations and the subtype with higher TMB. Molecular subtyping based on TMB is a potential prognostic marker for lung adenocarcinoma. Signature 4 and the mutation of <i>RYR2</i> are highlighted in the TMB-High group. The mutation of <i>RYR2</i> is a significant biomarker associated with high TMB in lung adenocarcinoma.
topic Tumor mutation burden
molecular subtype
lung adenocarcinomas
<i>RYR2</i>
url https://www.mdpi.com/1422-0067/20/17/4251
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