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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
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.
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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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