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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Main Authors: Yitong Lin, Shu Wang, Shirui Liu, Sha Lv, Huayang Wang, Fuqiu Li
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:BioMed Research International
Online Access:http://dx.doi.org/10.1155/2021/2769689
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spelling 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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