Cargando…

Multi-omics analysis of expression and prognostic value of NSUN members in prostate cancer

BACKGROUND: Prostate cancer is the most common tumor in men worldwide, seriously threatening the health of older men, and 5-methylcytosine (m5C) RNA modification has been shown to have a significant impact on the development and progression of various tumors. However, as the most critical methyltran...

Descripción completa

Detalles Bibliográficos
Autores principales: Sun, Guangyu, Ma, Shenfei, Zheng, Zhiwen, Wang, Xiaohua, Chen, Shuaiqi, Chang, Taihao, Liang, Zhengxin, Jiang, Yuchen, Xu, Shengxian, Liu, Ranlu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9376292/
https://www.ncbi.nlm.nih.gov/pubmed/35978830
http://dx.doi.org/10.3389/fonc.2022.965571
_version_ 1784768134058606592
author Sun, Guangyu
Ma, Shenfei
Zheng, Zhiwen
Wang, Xiaohua
Chen, Shuaiqi
Chang, Taihao
Liang, Zhengxin
Jiang, Yuchen
Xu, Shengxian
Liu, Ranlu
author_facet Sun, Guangyu
Ma, Shenfei
Zheng, Zhiwen
Wang, Xiaohua
Chen, Shuaiqi
Chang, Taihao
Liang, Zhengxin
Jiang, Yuchen
Xu, Shengxian
Liu, Ranlu
author_sort Sun, Guangyu
collection PubMed
description BACKGROUND: Prostate cancer is the most common tumor in men worldwide, seriously threatening the health of older men, and 5-methylcytosine (m5C) RNA modification has been shown to have a significant impact on the development and progression of various tumors. However, as the most critical methyltransferase for m5c RNA modification, the role of the NSUN members (NSUN1-7) in prostate cancer is unclear. METHODS: We obtained sequencing data of genes and related clinical data of prostate cancer from The Cancer Genome Atlas (TCGA) database and Gene Expression Omnibus (GEO) database and analyzed the correlation between NSUN members’ expression and prognosis. we found that NSUN2 was closely implicated in the prognosis of prostate cancer, then verified the expression of NSUN2 in clinical samples, and obtained the correlation between NSUN2 and immune cell infiltration through CIBERSORT algorithm and ESTIMATE method. The relationship between NSUN2 copy number variation and immune cell infiltration was further analyzed in the TIMER database and identified signaling pathways associated with NSUN2 expression by GO, KEGG, and GSEA analysis. Finally, we verified the expression of NSUN2 in prostate cancer cell lines and confirmed the role of NSUN2 on the biological behavior of prostate cancer cells by proliferation and migration-related assays. RESULTS: NOP2 and NSUN2 were upregulated in prostate tumor tissues. NSUN2 expression is closely associated with tumor prognosis. NSUN2 high expression implies poor clinical features, and the NSUN family is significantly associated with tumor stromal score and immune score. Besides, NSUN2 is associated with a variety of immune infiltrating cells (B cells memory, T cells CD4 memory resting, T cells CD4 memory activated, NK cells resting, and so on). High NSUN2 expression lowers the sensitivity of many chemotherapy drugs, such as docetaxel, doxorubicin, fluorouracil, cisplatin, and etoposide. In prostate cancer, the most common type of mutation in NSUN2 is amplification, and NSUN2 copy number variation is closely associated with NSUN2 expression and immune cell infiltration. GSEA analysis showed that the related genes were mainly enriched in ubiquitin-mediated protein hydrolysis, cell cycle, RNA degradation, endometrial cancer, prostate cancer, p53 signaling pathway, and NSUN2 potentiated the proliferation and migration of prostate cancer cells. CONCLUSIONS: NSUN2 is highly expressed in prostate cancer, which contributes to the progression of prostate cancer, and is closely implicated in immune cell infiltration and chemotherapy drugs. NSUN2 is expected to be a prospective marker and a new treatment target for prostate cancer.
format Online
Article
Text
id pubmed-9376292
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-93762922022-08-16 Multi-omics analysis of expression and prognostic value of NSUN members in prostate cancer Sun, Guangyu Ma, Shenfei Zheng, Zhiwen Wang, Xiaohua Chen, Shuaiqi Chang, Taihao Liang, Zhengxin Jiang, Yuchen Xu, Shengxian Liu, Ranlu Front Oncol Oncology BACKGROUND: Prostate cancer is the most common tumor in men worldwide, seriously threatening the health of older men, and 5-methylcytosine (m5C) RNA modification has been shown to have a significant impact on the development and progression of various tumors. However, as the most critical methyltransferase for m5c RNA modification, the role of the NSUN members (NSUN1-7) in prostate cancer is unclear. METHODS: We obtained sequencing data of genes and related clinical data of prostate cancer from The Cancer Genome Atlas (TCGA) database and Gene Expression Omnibus (GEO) database and analyzed the correlation between NSUN members’ expression and prognosis. we found that NSUN2 was closely implicated in the prognosis of prostate cancer, then verified the expression of NSUN2 in clinical samples, and obtained the correlation between NSUN2 and immune cell infiltration through CIBERSORT algorithm and ESTIMATE method. The relationship between NSUN2 copy number variation and immune cell infiltration was further analyzed in the TIMER database and identified signaling pathways associated with NSUN2 expression by GO, KEGG, and GSEA analysis. Finally, we verified the expression of NSUN2 in prostate cancer cell lines and confirmed the role of NSUN2 on the biological behavior of prostate cancer cells by proliferation and migration-related assays. RESULTS: NOP2 and NSUN2 were upregulated in prostate tumor tissues. NSUN2 expression is closely associated with tumor prognosis. NSUN2 high expression implies poor clinical features, and the NSUN family is significantly associated with tumor stromal score and immune score. Besides, NSUN2 is associated with a variety of immune infiltrating cells (B cells memory, T cells CD4 memory resting, T cells CD4 memory activated, NK cells resting, and so on). High NSUN2 expression lowers the sensitivity of many chemotherapy drugs, such as docetaxel, doxorubicin, fluorouracil, cisplatin, and etoposide. In prostate cancer, the most common type of mutation in NSUN2 is amplification, and NSUN2 copy number variation is closely associated with NSUN2 expression and immune cell infiltration. GSEA analysis showed that the related genes were mainly enriched in ubiquitin-mediated protein hydrolysis, cell cycle, RNA degradation, endometrial cancer, prostate cancer, p53 signaling pathway, and NSUN2 potentiated the proliferation and migration of prostate cancer cells. CONCLUSIONS: NSUN2 is highly expressed in prostate cancer, which contributes to the progression of prostate cancer, and is closely implicated in immune cell infiltration and chemotherapy drugs. NSUN2 is expected to be a prospective marker and a new treatment target for prostate cancer. Frontiers Media S.A. 2022-08-01 /pmc/articles/PMC9376292/ /pubmed/35978830 http://dx.doi.org/10.3389/fonc.2022.965571 Text en Copyright © 2022 Sun, Ma, Zheng, Wang, Chen, Chang, Liang, Jiang, Xu and Liu 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
Sun, Guangyu
Ma, Shenfei
Zheng, Zhiwen
Wang, Xiaohua
Chen, Shuaiqi
Chang, Taihao
Liang, Zhengxin
Jiang, Yuchen
Xu, Shengxian
Liu, Ranlu
Multi-omics analysis of expression and prognostic value of NSUN members in prostate cancer
title Multi-omics analysis of expression and prognostic value of NSUN members in prostate cancer
title_full Multi-omics analysis of expression and prognostic value of NSUN members in prostate cancer
title_fullStr Multi-omics analysis of expression and prognostic value of NSUN members in prostate cancer
title_full_unstemmed Multi-omics analysis of expression and prognostic value of NSUN members in prostate cancer
title_short Multi-omics analysis of expression and prognostic value of NSUN members in prostate cancer
title_sort multi-omics analysis of expression and prognostic value of nsun members in prostate cancer
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9376292/
https://www.ncbi.nlm.nih.gov/pubmed/35978830
http://dx.doi.org/10.3389/fonc.2022.965571
work_keys_str_mv AT sunguangyu multiomicsanalysisofexpressionandprognosticvalueofnsunmembersinprostatecancer
AT mashenfei multiomicsanalysisofexpressionandprognosticvalueofnsunmembersinprostatecancer
AT zhengzhiwen multiomicsanalysisofexpressionandprognosticvalueofnsunmembersinprostatecancer
AT wangxiaohua multiomicsanalysisofexpressionandprognosticvalueofnsunmembersinprostatecancer
AT chenshuaiqi multiomicsanalysisofexpressionandprognosticvalueofnsunmembersinprostatecancer
AT changtaihao multiomicsanalysisofexpressionandprognosticvalueofnsunmembersinprostatecancer
AT liangzhengxin multiomicsanalysisofexpressionandprognosticvalueofnsunmembersinprostatecancer
AT jiangyuchen multiomicsanalysisofexpressionandprognosticvalueofnsunmembersinprostatecancer
AT xushengxian multiomicsanalysisofexpressionandprognosticvalueofnsunmembersinprostatecancer
AT liuranlu multiomicsanalysisofexpressionandprognosticvalueofnsunmembersinprostatecancer