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Mutational burden and signatures in 4000 Japanese cancers provide insights into tumorigenesis and response to therapy
Tumor mutational burden (TMB) and mutational signatures reflect the process of mutation accumulation in cancer. However, the significance of these emerging characteristics remains unclear. In the present study, we used whole‐exome sequencing to analyze the TMB and mutational signature in solid tumor...
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/PMC6676127/ https://www.ncbi.nlm.nih.gov/pubmed/31152682 http://dx.doi.org/10.1111/cas.14087 |
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author | Hatakeyama, Keiichi Nagashima, Takeshi Ohshima, Keiichi Ohnami, Sumiko Ohnami, Shumpei Shimoda, Yuji Serizawa, Masakuni Maruyama, Koji Naruoka, Akane Akiyama, Yasuto Urakami, Kenichi Kusuhara, Masatoshi Mochizuki, Tohru Yamaguchi, Ken |
author_facet | Hatakeyama, Keiichi Nagashima, Takeshi Ohshima, Keiichi Ohnami, Sumiko Ohnami, Shumpei Shimoda, Yuji Serizawa, Masakuni Maruyama, Koji Naruoka, Akane Akiyama, Yasuto Urakami, Kenichi Kusuhara, Masatoshi Mochizuki, Tohru Yamaguchi, Ken |
author_sort | Hatakeyama, Keiichi |
collection | PubMed |
description | Tumor mutational burden (TMB) and mutational signatures reflect the process of mutation accumulation in cancer. However, the significance of these emerging characteristics remains unclear. In the present study, we used whole‐exome sequencing to analyze the TMB and mutational signature in solid tumors of 4046 Japanese patients. Eight predominant signatures—microsatellite instability, smoking, POLE, APOBEC, UV, mismatch repair, double‐strand break repair, and Signature 16—were observed in tumors with TMB higher than 1.0 mutation/Mb, whereas POLE and UV signatures only showed moderate correlation with TMB, suggesting the extensive accumulation of mutations due to defective POLE and UV exposure. The contribution ratio of Signature 16, which is associated with hepatocellular carcinoma in drinkers, was increased in hypopharynx cancer. Tumors with predominant microsatellite instability signature were potential candidates for treatment with immune checkpoint inhibitors such as pembrolizumab and were found in 2.8% of cases. Furthermore, based on microarray analysis, tumors with predominant signatures were classified into 2 subgroups depending on the expression of immune‐related genes reflecting differences in the immune context of the tumor microenvironment. Tumor subpopulations differing in the content of infiltrating immune cells might respond differently to immunotherapeutics. An understanding of cancer characteristics based on TMB and mutational signatures could provide new insights into mutation‐driven tumorigenesis. |
format | Online Article Text |
id | pubmed-6676127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-66761272019-08-06 Mutational burden and signatures in 4000 Japanese cancers provide insights into tumorigenesis and response to therapy Hatakeyama, Keiichi Nagashima, Takeshi Ohshima, Keiichi Ohnami, Sumiko Ohnami, Shumpei Shimoda, Yuji Serizawa, Masakuni Maruyama, Koji Naruoka, Akane Akiyama, Yasuto Urakami, Kenichi Kusuhara, Masatoshi Mochizuki, Tohru Yamaguchi, Ken Cancer Sci Original Articles Tumor mutational burden (TMB) and mutational signatures reflect the process of mutation accumulation in cancer. However, the significance of these emerging characteristics remains unclear. In the present study, we used whole‐exome sequencing to analyze the TMB and mutational signature in solid tumors of 4046 Japanese patients. Eight predominant signatures—microsatellite instability, smoking, POLE, APOBEC, UV, mismatch repair, double‐strand break repair, and Signature 16—were observed in tumors with TMB higher than 1.0 mutation/Mb, whereas POLE and UV signatures only showed moderate correlation with TMB, suggesting the extensive accumulation of mutations due to defective POLE and UV exposure. The contribution ratio of Signature 16, which is associated with hepatocellular carcinoma in drinkers, was increased in hypopharynx cancer. Tumors with predominant microsatellite instability signature were potential candidates for treatment with immune checkpoint inhibitors such as pembrolizumab and were found in 2.8% of cases. Furthermore, based on microarray analysis, tumors with predominant signatures were classified into 2 subgroups depending on the expression of immune‐related genes reflecting differences in the immune context of the tumor microenvironment. Tumor subpopulations differing in the content of infiltrating immune cells might respond differently to immunotherapeutics. An understanding of cancer characteristics based on TMB and mutational signatures could provide new insights into mutation‐driven tumorigenesis. John Wiley and Sons Inc. 2019-06-24 2019-08 /pmc/articles/PMC6676127/ /pubmed/31152682 http://dx.doi.org/10.1111/cas.14087 Text en © 2019 The Authors. Cancer Science published by John Wiley & Sons Australia, Ltd on behalf of Japanese Cancer Association. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Articles Hatakeyama, Keiichi Nagashima, Takeshi Ohshima, Keiichi Ohnami, Sumiko Ohnami, Shumpei Shimoda, Yuji Serizawa, Masakuni Maruyama, Koji Naruoka, Akane Akiyama, Yasuto Urakami, Kenichi Kusuhara, Masatoshi Mochizuki, Tohru Yamaguchi, Ken Mutational burden and signatures in 4000 Japanese cancers provide insights into tumorigenesis and response to therapy |
title | Mutational burden and signatures in 4000 Japanese cancers provide insights into tumorigenesis and response to therapy |
title_full | Mutational burden and signatures in 4000 Japanese cancers provide insights into tumorigenesis and response to therapy |
title_fullStr | Mutational burden and signatures in 4000 Japanese cancers provide insights into tumorigenesis and response to therapy |
title_full_unstemmed | Mutational burden and signatures in 4000 Japanese cancers provide insights into tumorigenesis and response to therapy |
title_short | Mutational burden and signatures in 4000 Japanese cancers provide insights into tumorigenesis and response to therapy |
title_sort | mutational burden and signatures in 4000 japanese cancers provide insights into tumorigenesis and response to therapy |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6676127/ https://www.ncbi.nlm.nih.gov/pubmed/31152682 http://dx.doi.org/10.1111/cas.14087 |
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