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A novel genomic classification system of gastric cancer via integrating multidimensional genomic characteristics
BACKGROUND: Gastric cancer (GC) is one of the leading causes of cancer deaths with high heterogeneity. There is currently a paucity of clinically applicable molecular classification system to guide precise medicine. METHODS: A total of 70 Chinese patients with GC were included in this study and whol...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Singapore
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8502137/ https://www.ncbi.nlm.nih.gov/pubmed/34095982 http://dx.doi.org/10.1007/s10120-021-01201-9 |
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author | Wang, Haiyong Ding, Yongfeng Chen, Yanyan Jiang, Junjie Chen, Yiran Lu, Jun Kong, Mei Mo, Fan Huang, Yingying Zhao, Wenyi Fang, Ping Chen, Xiangliu Teng, Xiaodong Xu, Nong Lu, Yimin Yu, Xiongfei Li, Zhongqi Zhang, Jing Wang, Haohao Bao, Xuanwen Zhou, Donghui Chi, Ying Zhou, Tianhua Zhou, Zhan Chen, Shuqing Teng, Lisong |
author_facet | Wang, Haiyong Ding, Yongfeng Chen, Yanyan Jiang, Junjie Chen, Yiran Lu, Jun Kong, Mei Mo, Fan Huang, Yingying Zhao, Wenyi Fang, Ping Chen, Xiangliu Teng, Xiaodong Xu, Nong Lu, Yimin Yu, Xiongfei Li, Zhongqi Zhang, Jing Wang, Haohao Bao, Xuanwen Zhou, Donghui Chi, Ying Zhou, Tianhua Zhou, Zhan Chen, Shuqing Teng, Lisong |
author_sort | Wang, Haiyong |
collection | PubMed |
description | BACKGROUND: Gastric cancer (GC) is one of the leading causes of cancer deaths with high heterogeneity. There is currently a paucity of clinically applicable molecular classification system to guide precise medicine. METHODS: A total of 70 Chinese patients with GC were included in this study and whole-exome sequencing was performed. Unsupervised clustering was undertaken to identify genomic subgroups, based on mutational signature, copy number variation, neoantigen, clonality, and essential genomic alterations. Subgroups were characterized by clinicopathological factors, molecular features, and prognosis. RESULTS: We identified 32 significantly mutated genes (SMGs), including TP53, ARID1A, PIK3CA, CDH1, and RHOA. Of these, PREX2, PIEZO1, and FSIP2 have not been previously reported in GC. Using a novel genome-based classification method that integrated multidimensional genomic features, we categorized GC into four subtypes with distinct clinical phenotypes and prognosis. Subtype 1, which was predominantly Lauren intestinal type, harbored recurrent TP53 mutation and ERBB2 amplification, high tumor mutation burden (TMB)/tumor neoantigen burden (TNB), and intratumoral heterogeneity, with a liver metastasis tendency. Subtype 2 tended to occur at an elder age, accompanying with frequent TP53 and SYNE1 mutations, high TMB/TNB, and was associated with poor prognosis. Subtype 3 and subtype 4 included patients with mainly diffuse/mixed type tumors, high frequency of peritoneal metastasis, and genomical stability, whereas subtype 4 was associated with a favorable prognosis. CONCLUSIONS: By integrating multidimensional genomic characteristics, we proposed a novel genomic classification system of GC associated with clinical phenotypes and provided a new insight to facilitate genome-guided risk stratification and disease management. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10120-021-01201-9. |
format | Online Article Text |
id | pubmed-8502137 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-85021372021-10-22 A novel genomic classification system of gastric cancer via integrating multidimensional genomic characteristics Wang, Haiyong Ding, Yongfeng Chen, Yanyan Jiang, Junjie Chen, Yiran Lu, Jun Kong, Mei Mo, Fan Huang, Yingying Zhao, Wenyi Fang, Ping Chen, Xiangliu Teng, Xiaodong Xu, Nong Lu, Yimin Yu, Xiongfei Li, Zhongqi Zhang, Jing Wang, Haohao Bao, Xuanwen Zhou, Donghui Chi, Ying Zhou, Tianhua Zhou, Zhan Chen, Shuqing Teng, Lisong Gastric Cancer Original Article BACKGROUND: Gastric cancer (GC) is one of the leading causes of cancer deaths with high heterogeneity. There is currently a paucity of clinically applicable molecular classification system to guide precise medicine. METHODS: A total of 70 Chinese patients with GC were included in this study and whole-exome sequencing was performed. Unsupervised clustering was undertaken to identify genomic subgroups, based on mutational signature, copy number variation, neoantigen, clonality, and essential genomic alterations. Subgroups were characterized by clinicopathological factors, molecular features, and prognosis. RESULTS: We identified 32 significantly mutated genes (SMGs), including TP53, ARID1A, PIK3CA, CDH1, and RHOA. Of these, PREX2, PIEZO1, and FSIP2 have not been previously reported in GC. Using a novel genome-based classification method that integrated multidimensional genomic features, we categorized GC into four subtypes with distinct clinical phenotypes and prognosis. Subtype 1, which was predominantly Lauren intestinal type, harbored recurrent TP53 mutation and ERBB2 amplification, high tumor mutation burden (TMB)/tumor neoantigen burden (TNB), and intratumoral heterogeneity, with a liver metastasis tendency. Subtype 2 tended to occur at an elder age, accompanying with frequent TP53 and SYNE1 mutations, high TMB/TNB, and was associated with poor prognosis. Subtype 3 and subtype 4 included patients with mainly diffuse/mixed type tumors, high frequency of peritoneal metastasis, and genomical stability, whereas subtype 4 was associated with a favorable prognosis. CONCLUSIONS: By integrating multidimensional genomic characteristics, we proposed a novel genomic classification system of GC associated with clinical phenotypes and provided a new insight to facilitate genome-guided risk stratification and disease management. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10120-021-01201-9. Springer Singapore 2021-06-06 2021 /pmc/articles/PMC8502137/ /pubmed/34095982 http://dx.doi.org/10.1007/s10120-021-01201-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Wang, Haiyong Ding, Yongfeng Chen, Yanyan Jiang, Junjie Chen, Yiran Lu, Jun Kong, Mei Mo, Fan Huang, Yingying Zhao, Wenyi Fang, Ping Chen, Xiangliu Teng, Xiaodong Xu, Nong Lu, Yimin Yu, Xiongfei Li, Zhongqi Zhang, Jing Wang, Haohao Bao, Xuanwen Zhou, Donghui Chi, Ying Zhou, Tianhua Zhou, Zhan Chen, Shuqing Teng, Lisong A novel genomic classification system of gastric cancer via integrating multidimensional genomic characteristics |
title | A novel genomic classification system of gastric cancer via integrating multidimensional genomic characteristics |
title_full | A novel genomic classification system of gastric cancer via integrating multidimensional genomic characteristics |
title_fullStr | A novel genomic classification system of gastric cancer via integrating multidimensional genomic characteristics |
title_full_unstemmed | A novel genomic classification system of gastric cancer via integrating multidimensional genomic characteristics |
title_short | A novel genomic classification system of gastric cancer via integrating multidimensional genomic characteristics |
title_sort | novel genomic classification system of gastric cancer via integrating multidimensional genomic characteristics |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8502137/ https://www.ncbi.nlm.nih.gov/pubmed/34095982 http://dx.doi.org/10.1007/s10120-021-01201-9 |
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