Cargando…
Pan-cancer analysis identifies YTHDF2 as an immunotherapeutic and prognostic biomarker
Background: N(6)-methyladenosine (m6A) modification is a dynamic and reversible post-transcriptional RNA modification prevalent in eukaryotic cells. YT521-B homology domain family 2 (YTHDF2) has been identified as a member of m6A reader protein involving in many vital biological processes, whereas i...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9470763/ https://www.ncbi.nlm.nih.gov/pubmed/36120577 http://dx.doi.org/10.3389/fcell.2022.954214 |
_version_ | 1784788915841925120 |
---|---|
author | Liu, Weiwei Liu, Chaoqun You, Jia Chen, Zilin Qian, Cheng Lin, Wandie Yu, Lina Ye, Lele Zhao, Liang Zhou, Rui |
author_facet | Liu, Weiwei Liu, Chaoqun You, Jia Chen, Zilin Qian, Cheng Lin, Wandie Yu, Lina Ye, Lele Zhao, Liang Zhou, Rui |
author_sort | Liu, Weiwei |
collection | PubMed |
description | Background: N(6)-methyladenosine (m6A) modification is a dynamic and reversible post-transcriptional RNA modification prevalent in eukaryotic cells. YT521-B homology domain family 2 (YTHDF2) has been identified as a member of m6A reader protein involving in many vital biological processes, whereas its role and functional mechanisms in cancers remain unclear. Methods: Bioinformatics analyses were performed on multiple databases including GTEx, TCGA, GEO and Cbioportal to explore the connection between YTHDF2 expression and its genomic changes including tumor mutation burden, microsatellite instability and mismatch repair in 33 different cancer types. We also investigated the association of YTHDF2 expression with prognosis, immune infiltration, tumor microenvironment, immune checkpoints and chemokines. Besides, the correlation of YTHDF2 expression with copy number variation and promoter methylation was also studied in tumors compared with normal tissues. At last, we analyzed the protein-protein interacting network and related genes of YTHDF2 to enrich its potential functional mechanism in tumor development and progression. Real-time qPCR was used to verify the expression of YTHDF2-related genes in colorectal cancer cells, and immunohistochemical staining was adopted to verify immune infiltration in tissue sections from 51 hepatocellular carcinoma patients. Results: YTHDF2 was overexpressed in a majority of tumor types and associated with their poor overall survival, progression-free interval, and disease-specific survival. The correlation of YTHDF2 expression with tumor mutation burden, microsatellite instability and mismatch repair was also detected in most of the tumor types. Moreover, YTHDF2 might participate in the immune regulation through influencing the expression of immune checkpoint genes and the infiltration of immunocytes in tumor microenvironment. Notably, we demonstrated a positive correlation between YTHDF2 expression and the infiltration of CD8(+) T cells and macrophages in many tumors, and it was verified in 51 clinic hepatocellular carcinoma tissues. In addition, the involvement of YTHDF2 in “Spliceosome” and “RNA degradation” were two potential functional mechanisms underlying its influence on tumor progression. The regulation of YTHDF2 on predicted genes has been verified in CRC cells. Conclusion: YTHDF2 might be a new therapeutic target and a potential biomarker of cancer immune evasion and poor prognosis. |
format | Online Article Text |
id | pubmed-9470763 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94707632022-09-15 Pan-cancer analysis identifies YTHDF2 as an immunotherapeutic and prognostic biomarker Liu, Weiwei Liu, Chaoqun You, Jia Chen, Zilin Qian, Cheng Lin, Wandie Yu, Lina Ye, Lele Zhao, Liang Zhou, Rui Front Cell Dev Biol Cell and Developmental Biology Background: N(6)-methyladenosine (m6A) modification is a dynamic and reversible post-transcriptional RNA modification prevalent in eukaryotic cells. YT521-B homology domain family 2 (YTHDF2) has been identified as a member of m6A reader protein involving in many vital biological processes, whereas its role and functional mechanisms in cancers remain unclear. Methods: Bioinformatics analyses were performed on multiple databases including GTEx, TCGA, GEO and Cbioportal to explore the connection between YTHDF2 expression and its genomic changes including tumor mutation burden, microsatellite instability and mismatch repair in 33 different cancer types. We also investigated the association of YTHDF2 expression with prognosis, immune infiltration, tumor microenvironment, immune checkpoints and chemokines. Besides, the correlation of YTHDF2 expression with copy number variation and promoter methylation was also studied in tumors compared with normal tissues. At last, we analyzed the protein-protein interacting network and related genes of YTHDF2 to enrich its potential functional mechanism in tumor development and progression. Real-time qPCR was used to verify the expression of YTHDF2-related genes in colorectal cancer cells, and immunohistochemical staining was adopted to verify immune infiltration in tissue sections from 51 hepatocellular carcinoma patients. Results: YTHDF2 was overexpressed in a majority of tumor types and associated with their poor overall survival, progression-free interval, and disease-specific survival. The correlation of YTHDF2 expression with tumor mutation burden, microsatellite instability and mismatch repair was also detected in most of the tumor types. Moreover, YTHDF2 might participate in the immune regulation through influencing the expression of immune checkpoint genes and the infiltration of immunocytes in tumor microenvironment. Notably, we demonstrated a positive correlation between YTHDF2 expression and the infiltration of CD8(+) T cells and macrophages in many tumors, and it was verified in 51 clinic hepatocellular carcinoma tissues. In addition, the involvement of YTHDF2 in “Spliceosome” and “RNA degradation” were two potential functional mechanisms underlying its influence on tumor progression. The regulation of YTHDF2 on predicted genes has been verified in CRC cells. Conclusion: YTHDF2 might be a new therapeutic target and a potential biomarker of cancer immune evasion and poor prognosis. Frontiers Media S.A. 2022-08-31 /pmc/articles/PMC9470763/ /pubmed/36120577 http://dx.doi.org/10.3389/fcell.2022.954214 Text en Copyright © 2022 Liu, Liu, You, Chen, Qian, Lin, Yu, Ye, Zhao and Zhou. 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 | Cell and Developmental Biology Liu, Weiwei Liu, Chaoqun You, Jia Chen, Zilin Qian, Cheng Lin, Wandie Yu, Lina Ye, Lele Zhao, Liang Zhou, Rui Pan-cancer analysis identifies YTHDF2 as an immunotherapeutic and prognostic biomarker |
title | Pan-cancer analysis identifies YTHDF2 as an immunotherapeutic and prognostic biomarker |
title_full | Pan-cancer analysis identifies YTHDF2 as an immunotherapeutic and prognostic biomarker |
title_fullStr | Pan-cancer analysis identifies YTHDF2 as an immunotherapeutic and prognostic biomarker |
title_full_unstemmed | Pan-cancer analysis identifies YTHDF2 as an immunotherapeutic and prognostic biomarker |
title_short | Pan-cancer analysis identifies YTHDF2 as an immunotherapeutic and prognostic biomarker |
title_sort | pan-cancer analysis identifies ythdf2 as an immunotherapeutic and prognostic biomarker |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9470763/ https://www.ncbi.nlm.nih.gov/pubmed/36120577 http://dx.doi.org/10.3389/fcell.2022.954214 |
work_keys_str_mv | AT liuweiwei pancanceranalysisidentifiesythdf2asanimmunotherapeuticandprognosticbiomarker AT liuchaoqun pancanceranalysisidentifiesythdf2asanimmunotherapeuticandprognosticbiomarker AT youjia pancanceranalysisidentifiesythdf2asanimmunotherapeuticandprognosticbiomarker AT chenzilin pancanceranalysisidentifiesythdf2asanimmunotherapeuticandprognosticbiomarker AT qiancheng pancanceranalysisidentifiesythdf2asanimmunotherapeuticandprognosticbiomarker AT linwandie pancanceranalysisidentifiesythdf2asanimmunotherapeuticandprognosticbiomarker AT yulina pancanceranalysisidentifiesythdf2asanimmunotherapeuticandprognosticbiomarker AT yelele pancanceranalysisidentifiesythdf2asanimmunotherapeuticandprognosticbiomarker AT zhaoliang pancanceranalysisidentifiesythdf2asanimmunotherapeuticandprognosticbiomarker AT zhourui pancanceranalysisidentifiesythdf2asanimmunotherapeuticandprognosticbiomarker |