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...

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Main Authors: Gaoteng Lin, Jianwei Zhang, Yuqi Wu, Shimiao Zhu, Gang Li
Format: Article
Language:English
Published: Taylor & Francis Group 2021-01-01
Series:Bioengineered
Subjects:
Online Access:http://dx.doi.org/10.1080/21655979.2021.1937910
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spelling doaj-eaccabb310004187a8b6d16866d782b82021-06-21T13:17:38ZengTaylor & Francis GroupBioengineered2165-59792165-59872021-01-011212649266310.1080/21655979.2021.19379101937910Signatures and Prognostic Values of N6-methyladenosine (m6A) - related Immune Genes in Bladder CancerGaoteng Lin0Jianwei Zhang1Yuqi Wu2Shimiao Zhu3Gang Li4The Second Hospital of Tianjin Medical UniversityBaodi Clinical College of Tianjin Medical UniversityThe Second Hospital of Tianjin Medical UniversityThe Second Hospital of Tianjin Medical UniversityThe Second Hospital of Tianjin Medical UniversityIn 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.http://dx.doi.org/10.1080/21655979.2021.1937910bladder cancerm6a modificationtumor microenvironmentprognostic prediction
collection DOAJ
language English
format Article
sources DOAJ
author Gaoteng Lin
Jianwei Zhang
Yuqi Wu
Shimiao Zhu
Gang Li
spellingShingle Gaoteng Lin
Jianwei Zhang
Yuqi Wu
Shimiao Zhu
Gang Li
Signatures and Prognostic Values of N6-methyladenosine (m6A) - related Immune Genes in Bladder Cancer
Bioengineered
bladder cancer
m6a modification
tumor microenvironment
prognostic prediction
author_facet Gaoteng Lin
Jianwei Zhang
Yuqi Wu
Shimiao Zhu
Gang Li
author_sort Gaoteng Lin
title 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_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_sort signatures and prognostic values of n6-methyladenosine (m6a) - related immune genes in bladder cancer
publisher Taylor & Francis Group
series Bioengineered
issn 2165-5979
2165-5987
publishDate 2021-01-01
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.
topic bladder cancer
m6a modification
tumor microenvironment
prognostic prediction
url http://dx.doi.org/10.1080/21655979.2021.1937910
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