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Signatures and Prognostic Values of N6-methyladenosine (m6A) - related Immune Genes in Bladder Cancer
In recent years, genes associated with N6-methyladenosine (m6A) modification were found to participate in modulation of multiple tumor biological processes. Concomitantly, the significantly complicated dual effects of tumor microenvironment have been observed on cancer progression. The present study...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8806594/ https://www.ncbi.nlm.nih.gov/pubmed/34116604 http://dx.doi.org/10.1080/21655979.2021.1937910 |
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author | Lin, Gaoteng Zhang, Jianwei Wu, Yuqi Zhu, Shimiao Li, Gang |
author_facet | Lin, Gaoteng Zhang, Jianwei Wu, Yuqi Zhu, Shimiao Li, Gang |
author_sort | Lin, Gaoteng |
collection | PubMed |
description | In recent years, genes associated with N6-methyladenosine (m6A) modification were found to participate in modulation of multiple tumor biological processes. Concomitantly, the significantly complicated dual effects of tumor microenvironment have been observed on cancer progression. The present study aims to investigate m6A-related immune genes (m6AIGs) for their signatures and prognostic values in bladder cancer (BC). Out of 2856 differentially expressed genes (DEGs) of BC, a total of 85 genes were obtained following intersection of DEGs, immune genes and m6A-related genes. The results of multivariate Cox regression analysis illustrated four genes (BGN, GRK5, IL32, and SREBF1) were significantly associated with the prognosis of BC patients. The BC samples were divided into two types based on the consensus clustering, and the principal component analysis demonstrated a separation between them. It was found that high expression of BGN and GRK5 were linked with advanced T and N stage, and the expression of SREBF1 in early T stage was higher than that in advanced T stage. Subsequently, the nomogram to predict 3- and 5-year survival probability of BC patients was developed and calibrated. GSEA analysis for risk subgroups showed WNT and TGF-beta signaling pathways were involved in regulation of BC progression in high risk level group. In the low risk level group, cytosolic DNA-Sensing cGAS-STING and RIG-I-like receptors signaling pathways were found to be correlated with BC development. These findings provide a novel insight on studies for BC progression. |
format | Online Article Text |
id | pubmed-8806594 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-88065942022-02-02 Signatures and Prognostic Values of N6-methyladenosine (m6A) - related Immune Genes in Bladder Cancer Lin, Gaoteng Zhang, Jianwei Wu, Yuqi Zhu, Shimiao Li, Gang Bioengineered Research Paper In recent years, genes associated with N6-methyladenosine (m6A) modification were found to participate in modulation of multiple tumor biological processes. Concomitantly, the significantly complicated dual effects of tumor microenvironment have been observed on cancer progression. The present study aims to investigate m6A-related immune genes (m6AIGs) for their signatures and prognostic values in bladder cancer (BC). Out of 2856 differentially expressed genes (DEGs) of BC, a total of 85 genes were obtained following intersection of DEGs, immune genes and m6A-related genes. The results of multivariate Cox regression analysis illustrated four genes (BGN, GRK5, IL32, and SREBF1) were significantly associated with the prognosis of BC patients. The BC samples were divided into two types based on the consensus clustering, and the principal component analysis demonstrated a separation between them. It was found that high expression of BGN and GRK5 were linked with advanced T and N stage, and the expression of SREBF1 in early T stage was higher than that in advanced T stage. Subsequently, the nomogram to predict 3- and 5-year survival probability of BC patients was developed and calibrated. GSEA analysis for risk subgroups showed WNT and TGF-beta signaling pathways were involved in regulation of BC progression in high risk level group. In the low risk level group, cytosolic DNA-Sensing cGAS-STING and RIG-I-like receptors signaling pathways were found to be correlated with BC development. These findings provide a novel insight on studies for BC progression. Taylor & Francis 2021-06-11 /pmc/articles/PMC8806594/ /pubmed/34116604 http://dx.doi.org/10.1080/21655979.2021.1937910 Text en © 2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Paper Lin, Gaoteng Zhang, Jianwei Wu, Yuqi Zhu, Shimiao Li, Gang Signatures and Prognostic Values of N6-methyladenosine (m6A) - related Immune Genes in Bladder Cancer |
title | Signatures and Prognostic Values of N6-methyladenosine (m6A) - related Immune Genes in Bladder Cancer |
title_full | Signatures and Prognostic Values of N6-methyladenosine (m6A) - related Immune Genes in Bladder Cancer |
title_fullStr | Signatures and Prognostic Values of N6-methyladenosine (m6A) - related Immune Genes in Bladder Cancer |
title_full_unstemmed | Signatures and Prognostic Values of N6-methyladenosine (m6A) - related Immune Genes in Bladder Cancer |
title_short | Signatures and Prognostic Values of N6-methyladenosine (m6A) - related Immune Genes in Bladder Cancer |
title_sort | signatures and prognostic values of n6-methyladenosine (m6a) - related immune genes in bladder cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8806594/ https://www.ncbi.nlm.nih.gov/pubmed/34116604 http://dx.doi.org/10.1080/21655979.2021.1937910 |
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