Genomic Alteration Characterization in Colorectal Cancer Identifies a Prognostic and Metastasis Biomarker: FAM83A|IDO1

Genomic alterations constitute crucial elements of colorectal cancer (CRC). However, a comprehensive understanding of CRC genomic alterations from a global perspective is lacking. In this study, a total of 2,778 patients in 15 public datasets were enrolled. Tissues and clinical information of 30 pat...

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Main Authors: Zaoqu Liu, Yuyuan Zhang, Qin Dang, Kunpeng Wu, Dechao Jiao, Zhen Li, Zhenqiang Sun, Xinwei Han
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.632430/full
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spelling doaj-65f0df84a2c1409d860d99285bc4119e2021-04-20T05:42:04ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2021-04-011110.3389/fonc.2021.632430632430Genomic Alteration Characterization in Colorectal Cancer Identifies a Prognostic and Metastasis Biomarker: FAM83A|IDO1Zaoqu Liu0Zaoqu Liu1Zaoqu Liu2Yuyuan Zhang3Qin Dang4Kunpeng Wu5Dechao Jiao6Zhen Li7Zhenqiang Sun8Xinwei Han9Xinwei Han10Xinwei Han11Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaInterventional Institute of Zhengzhou University, Zhengzhou, ChinaInterventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, ChinaDepartment of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaDepartment of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaDepartment of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaDepartment of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaDepartment of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaDepartment of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaDepartment of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaInterventional Institute of Zhengzhou University, Zhengzhou, ChinaInterventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, ChinaGenomic alterations constitute crucial elements of colorectal cancer (CRC). However, a comprehensive understanding of CRC genomic alterations from a global perspective is lacking. In this study, a total of 2,778 patients in 15 public datasets were enrolled. Tissues and clinical information of 30 patients were also collected. We successfully identified two distinct mutation signature clusters (MSC) featured by massive mutations and dominant somatic copy number alterations (SCNA), respectively. MSC-1 was associated with defective DNA mismatch repair, exhibiting more frequent mutations such as ATM, BRAF, and SMAD4. The mutational co-occurrences of BRAF-HMCN and DNAH17-MDN1 as well as the methylation silence event of MLH-1 were only found in MSC-1. MSC-2 was linked to the carcinogenic process of age and tobacco chewing habit, exhibiting dominant SCNA such as MYC (8q24.21) and PTEN (10q23.31) deletion as well as CCND3 (6p21.1) and ERBB2 (17q12) amplification. MSC-1 displayed higher immunogenicity and immune infiltration. MSC-2 had better prognosis and significant stromal activation. Based on the two subtypes, we identified and validated the expression relationship of FAM83A and IDO1 as a robust biomarker for prognosis and distant metastasis of CRC in 15 independent cohorts and qRT-PCR data from 30 samples. These results advance precise treatment and clinical management in CRC.https://www.frontiersin.org/articles/10.3389/fonc.2021.632430/fullgenomic alterationmutational signaturemolecular subtypecolorectal cancerprognosismetastasis
collection DOAJ
language English
format Article
sources DOAJ
author Zaoqu Liu
Zaoqu Liu
Zaoqu Liu
Yuyuan Zhang
Qin Dang
Kunpeng Wu
Dechao Jiao
Zhen Li
Zhenqiang Sun
Xinwei Han
Xinwei Han
Xinwei Han
spellingShingle Zaoqu Liu
Zaoqu Liu
Zaoqu Liu
Yuyuan Zhang
Qin Dang
Kunpeng Wu
Dechao Jiao
Zhen Li
Zhenqiang Sun
Xinwei Han
Xinwei Han
Xinwei Han
Genomic Alteration Characterization in Colorectal Cancer Identifies a Prognostic and Metastasis Biomarker: FAM83A|IDO1
Frontiers in Oncology
genomic alteration
mutational signature
molecular subtype
colorectal cancer
prognosis
metastasis
author_facet Zaoqu Liu
Zaoqu Liu
Zaoqu Liu
Yuyuan Zhang
Qin Dang
Kunpeng Wu
Dechao Jiao
Zhen Li
Zhenqiang Sun
Xinwei Han
Xinwei Han
Xinwei Han
author_sort Zaoqu Liu
title Genomic Alteration Characterization in Colorectal Cancer Identifies a Prognostic and Metastasis Biomarker: FAM83A|IDO1
title_short Genomic Alteration Characterization in Colorectal Cancer Identifies a Prognostic and Metastasis Biomarker: FAM83A|IDO1
title_full Genomic Alteration Characterization in Colorectal Cancer Identifies a Prognostic and Metastasis Biomarker: FAM83A|IDO1
title_fullStr Genomic Alteration Characterization in Colorectal Cancer Identifies a Prognostic and Metastasis Biomarker: FAM83A|IDO1
title_full_unstemmed Genomic Alteration Characterization in Colorectal Cancer Identifies a Prognostic and Metastasis Biomarker: FAM83A|IDO1
title_sort genomic alteration characterization in colorectal cancer identifies a prognostic and metastasis biomarker: fam83a|ido1
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2021-04-01
description Genomic alterations constitute crucial elements of colorectal cancer (CRC). However, a comprehensive understanding of CRC genomic alterations from a global perspective is lacking. In this study, a total of 2,778 patients in 15 public datasets were enrolled. Tissues and clinical information of 30 patients were also collected. We successfully identified two distinct mutation signature clusters (MSC) featured by massive mutations and dominant somatic copy number alterations (SCNA), respectively. MSC-1 was associated with defective DNA mismatch repair, exhibiting more frequent mutations such as ATM, BRAF, and SMAD4. The mutational co-occurrences of BRAF-HMCN and DNAH17-MDN1 as well as the methylation silence event of MLH-1 were only found in MSC-1. MSC-2 was linked to the carcinogenic process of age and tobacco chewing habit, exhibiting dominant SCNA such as MYC (8q24.21) and PTEN (10q23.31) deletion as well as CCND3 (6p21.1) and ERBB2 (17q12) amplification. MSC-1 displayed higher immunogenicity and immune infiltration. MSC-2 had better prognosis and significant stromal activation. Based on the two subtypes, we identified and validated the expression relationship of FAM83A and IDO1 as a robust biomarker for prognosis and distant metastasis of CRC in 15 independent cohorts and qRT-PCR data from 30 samples. These results advance precise treatment and clinical management in CRC.
topic genomic alteration
mutational signature
molecular subtype
colorectal cancer
prognosis
metastasis
url https://www.frontiersin.org/articles/10.3389/fonc.2021.632430/full
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