Cargando…
Potential Impact of ALKBH5 and YTHDF1 on Tumor Immunity in Colon Adenocarcinoma
BACKGROUND: ALKBH5 and YTHDF1 are regarded as the eraser and reader, respectively, in N6-methyladenosine (m6A) modification. Recently, immune contexture has been drawing increasing attention in terms of the progression and treatment of cancers. This study aimed to determine the relationship between...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8165310/ https://www.ncbi.nlm.nih.gov/pubmed/34079761 http://dx.doi.org/10.3389/fonc.2021.670490 |
_version_ | 1783701292556746752 |
---|---|
author | Yan, Guanyu An, Yue Xu, Boyang Wang, Ningning Sun, Xuren Sun, Mingjun |
author_facet | Yan, Guanyu An, Yue Xu, Boyang Wang, Ningning Sun, Xuren Sun, Mingjun |
author_sort | Yan, Guanyu |
collection | PubMed |
description | BACKGROUND: ALKBH5 and YTHDF1 are regarded as the eraser and reader, respectively, in N6-methyladenosine (m6A) modification. Recently, immune contexture has been drawing increasing attention in terms of the progression and treatment of cancers. This study aimed to determine the relationship between ALKBH5/YTHDF1 and immunological characteristics of colon adenocarcinoma (COAD). METHODS: Expression of ALKBH5 and YTHDF1 was investigated across TCGA and GEO validated in our study. Patients with COAD were divided into two clusters using consensus clustering based on the expression of ALKBH5 and YTHDF1. We then compared their clinical characteristics and performed gene set enrichment analysis (GSEA) to identify the functional differences. Immune infiltration analyses were conducted using ESTIMATE, CIBERSORT, and ssGSEA. In addition, we evaluated the expression of the targets of immune checkpoint inhibitors (ICIs) and calculated the tumor mutation burden (TMB) of the tumor samples. Weighted gene co-expression network analysis (WGCNA) was used to identify the genes related to both ALKBH5/YTHDF1 expression and immunity. GSE39582 was utilized for external validation of immunological features between the two clusters. RESULTS: Cluster 2 had high expression of ALKBH5 and lesser so of YTHDF1, whereas Cluster 1 had just the reverse. Cluster 1 had a higher N stage and pathological stage than Cluster 2. The latter had stronger immune infiltration, higher expression of targets of ICIs, more TMB, and a larger proportion of deficiency in mismatch repair-microsatellite instability-high (dMMR-MSI-H) status than Cluster 1. Moreover, WGCNA revealed 14 genes, including PD1 and LAG3, related to both the expression of ALKBH5/YTHDF1 and immune scores. CONCLUSIONS: ALKBH5 and YTHDF1 influence immune contexture and can potentially transform cold tumors into hot tumors in patients with COAD. |
format | Online Article Text |
id | pubmed-8165310 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81653102021-06-01 Potential Impact of ALKBH5 and YTHDF1 on Tumor Immunity in Colon Adenocarcinoma Yan, Guanyu An, Yue Xu, Boyang Wang, Ningning Sun, Xuren Sun, Mingjun Front Oncol Oncology BACKGROUND: ALKBH5 and YTHDF1 are regarded as the eraser and reader, respectively, in N6-methyladenosine (m6A) modification. Recently, immune contexture has been drawing increasing attention in terms of the progression and treatment of cancers. This study aimed to determine the relationship between ALKBH5/YTHDF1 and immunological characteristics of colon adenocarcinoma (COAD). METHODS: Expression of ALKBH5 and YTHDF1 was investigated across TCGA and GEO validated in our study. Patients with COAD were divided into two clusters using consensus clustering based on the expression of ALKBH5 and YTHDF1. We then compared their clinical characteristics and performed gene set enrichment analysis (GSEA) to identify the functional differences. Immune infiltration analyses were conducted using ESTIMATE, CIBERSORT, and ssGSEA. In addition, we evaluated the expression of the targets of immune checkpoint inhibitors (ICIs) and calculated the tumor mutation burden (TMB) of the tumor samples. Weighted gene co-expression network analysis (WGCNA) was used to identify the genes related to both ALKBH5/YTHDF1 expression and immunity. GSE39582 was utilized for external validation of immunological features between the two clusters. RESULTS: Cluster 2 had high expression of ALKBH5 and lesser so of YTHDF1, whereas Cluster 1 had just the reverse. Cluster 1 had a higher N stage and pathological stage than Cluster 2. The latter had stronger immune infiltration, higher expression of targets of ICIs, more TMB, and a larger proportion of deficiency in mismatch repair-microsatellite instability-high (dMMR-MSI-H) status than Cluster 1. Moreover, WGCNA revealed 14 genes, including PD1 and LAG3, related to both the expression of ALKBH5/YTHDF1 and immune scores. CONCLUSIONS: ALKBH5 and YTHDF1 influence immune contexture and can potentially transform cold tumors into hot tumors in patients with COAD. Frontiers Media S.A. 2021-05-17 /pmc/articles/PMC8165310/ /pubmed/34079761 http://dx.doi.org/10.3389/fonc.2021.670490 Text en Copyright © 2021 Yan, An, Xu, Wang, Sun and Sun https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Yan, Guanyu An, Yue Xu, Boyang Wang, Ningning Sun, Xuren Sun, Mingjun Potential Impact of ALKBH5 and YTHDF1 on Tumor Immunity in Colon Adenocarcinoma |
title | Potential Impact of ALKBH5 and YTHDF1 on Tumor Immunity in Colon Adenocarcinoma |
title_full | Potential Impact of ALKBH5 and YTHDF1 on Tumor Immunity in Colon Adenocarcinoma |
title_fullStr | Potential Impact of ALKBH5 and YTHDF1 on Tumor Immunity in Colon Adenocarcinoma |
title_full_unstemmed | Potential Impact of ALKBH5 and YTHDF1 on Tumor Immunity in Colon Adenocarcinoma |
title_short | Potential Impact of ALKBH5 and YTHDF1 on Tumor Immunity in Colon Adenocarcinoma |
title_sort | potential impact of alkbh5 and ythdf1 on tumor immunity in colon adenocarcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8165310/ https://www.ncbi.nlm.nih.gov/pubmed/34079761 http://dx.doi.org/10.3389/fonc.2021.670490 |
work_keys_str_mv | AT yanguanyu potentialimpactofalkbh5andythdf1ontumorimmunityincolonadenocarcinoma AT anyue potentialimpactofalkbh5andythdf1ontumorimmunityincolonadenocarcinoma AT xuboyang potentialimpactofalkbh5andythdf1ontumorimmunityincolonadenocarcinoma AT wangningning potentialimpactofalkbh5andythdf1ontumorimmunityincolonadenocarcinoma AT sunxuren potentialimpactofalkbh5andythdf1ontumorimmunityincolonadenocarcinoma AT sunmingjun potentialimpactofalkbh5andythdf1ontumorimmunityincolonadenocarcinoma |