Identification and Verification of Molecular Subtypes with Enhanced Immune Infiltration Based on m6A Regulators in Cutaneous Melanoma
Background. As the most aggressive type of skin cancer, cutaneous melanoma (CM) is experiencing a rapidly rising mortality in recent years. Exploring potential prognostic biomarkers or mechanisms of disease progression therefore has a great significance for CM. The purpose of this study was to ident...
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Online Access: | http://dx.doi.org/10.1155/2021/2769689 |
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doaj-e678096f45794726804bd251150e1fc52021-02-15T12:52:45ZengHindawi LimitedBioMed Research International2314-61332314-61412021-01-01202110.1155/2021/27696892769689Identification and Verification of Molecular Subtypes with Enhanced Immune Infiltration Based on m6A Regulators in Cutaneous MelanomaYitong Lin0Shu Wang1Shirui Liu2Sha Lv3Huayang Wang4Fuqiu Li5Department of Dermatology, The Second Hospital of Jilin University, Changchun, Jilin Province, 130041, ChinaDepartment of Radiotherapy, The Second Hospital of Jilin University, Changchun, Jilin Province, 130041, ChinaDepartment of Dermatology, The Second Hospital of Jilin University, Changchun, Jilin Province, 130041, ChinaDepartment of Dermatology, The Second Hospital of Jilin University, Changchun, Jilin Province, 130041, ChinaDepartment of Dermatology, Xiang’an Hospital of Xiamen University, Xiamen, Fujian Province, 361101, ChinaDepartment of Dermatology, The Second Hospital of Jilin University, Changchun, Jilin Province, 130041, ChinaBackground. As the most aggressive type of skin cancer, cutaneous melanoma (CM) is experiencing a rapidly rising mortality in recent years. Exploring potential prognostic biomarkers or mechanisms of disease progression therefore has a great significance for CM. The purpose of this study was to identify genetic markers and prognostic performance of N6-methyladenosine (m6A) regulators in CM. Method. Gene expression profiles, copy number variation (CNV), and single nucleotide polymorphism (SNP) data of patients were obtained from The Cancer Genome Atlas (TCGA) database. Results. Genomic variation and association analysis of gene expressions revealed a high degree of genomic variation in the presence of m6A-regulated genes. m6A patients with high-frequency genomic variants in the regulatory gene tended to develop a worse prognosis (p<0.01). Unsupervised cluster analysis of the expression profiles of m6A-regulated genes identified three clinically distinct molecular subtypes, including degradation-enhanced subgroup and immune-enhanced subgroup, with significant prognostic differences (p=0.046). A novel prognostic signature, which was established according to m6A-related characteristic genes identified through genome-wide expression spectrum, could effectively identify samples with poor prognosis and enhanced immune infiltration, and the effectiveness was also verified in the dataset of the chip. Conclusion. We identified genetic changes in the m6A regulatory gene in CM and related survival outcomes. The findings of this study provide new insights into the epigenetic understanding of m6A in CM.http://dx.doi.org/10.1155/2021/2769689 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yitong Lin Shu Wang Shirui Liu Sha Lv Huayang Wang Fuqiu Li |
spellingShingle |
Yitong Lin Shu Wang Shirui Liu Sha Lv Huayang Wang Fuqiu Li Identification and Verification of Molecular Subtypes with Enhanced Immune Infiltration Based on m6A Regulators in Cutaneous Melanoma BioMed Research International |
author_facet |
Yitong Lin Shu Wang Shirui Liu Sha Lv Huayang Wang Fuqiu Li |
author_sort |
Yitong Lin |
title |
Identification and Verification of Molecular Subtypes with Enhanced Immune Infiltration Based on m6A Regulators in Cutaneous Melanoma |
title_short |
Identification and Verification of Molecular Subtypes with Enhanced Immune Infiltration Based on m6A Regulators in Cutaneous Melanoma |
title_full |
Identification and Verification of Molecular Subtypes with Enhanced Immune Infiltration Based on m6A Regulators in Cutaneous Melanoma |
title_fullStr |
Identification and Verification of Molecular Subtypes with Enhanced Immune Infiltration Based on m6A Regulators in Cutaneous Melanoma |
title_full_unstemmed |
Identification and Verification of Molecular Subtypes with Enhanced Immune Infiltration Based on m6A Regulators in Cutaneous Melanoma |
title_sort |
identification and verification of molecular subtypes with enhanced immune infiltration based on m6a regulators in cutaneous melanoma |
publisher |
Hindawi Limited |
series |
BioMed Research International |
issn |
2314-6133 2314-6141 |
publishDate |
2021-01-01 |
description |
Background. As the most aggressive type of skin cancer, cutaneous melanoma (CM) is experiencing a rapidly rising mortality in recent years. Exploring potential prognostic biomarkers or mechanisms of disease progression therefore has a great significance for CM. The purpose of this study was to identify genetic markers and prognostic performance of N6-methyladenosine (m6A) regulators in CM. Method. Gene expression profiles, copy number variation (CNV), and single nucleotide polymorphism (SNP) data of patients were obtained from The Cancer Genome Atlas (TCGA) database. Results. Genomic variation and association analysis of gene expressions revealed a high degree of genomic variation in the presence of m6A-regulated genes. m6A patients with high-frequency genomic variants in the regulatory gene tended to develop a worse prognosis (p<0.01). Unsupervised cluster analysis of the expression profiles of m6A-regulated genes identified three clinically distinct molecular subtypes, including degradation-enhanced subgroup and immune-enhanced subgroup, with significant prognostic differences (p=0.046). A novel prognostic signature, which was established according to m6A-related characteristic genes identified through genome-wide expression spectrum, could effectively identify samples with poor prognosis and enhanced immune infiltration, and the effectiveness was also verified in the dataset of the chip. Conclusion. We identified genetic changes in the m6A regulatory gene in CM and related survival outcomes. The findings of this study provide new insights into the epigenetic understanding of m6A in CM. |
url |
http://dx.doi.org/10.1155/2021/2769689 |
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