Cargando…
Identification and comprehensive analysis of epithelial–mesenchymal transition related target genes of miR-222-3p in breast cancer
BACKGROUND: Epithelial–mesenchymal transition (EMT) is a crucial mechanism that microRNA-222-3p (miR-222-3p) promotes breast cancer (BC) progression. Our study aimed to identify EMT-associated target genes (ETGs) of miR-222-3p for further analysis of their roles in BC based on bioinformatics tools....
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10400091/ https://www.ncbi.nlm.nih.gov/pubmed/37546414 http://dx.doi.org/10.3389/fonc.2023.1189635 |
_version_ | 1785084391957987328 |
---|---|
author | Fang, Yutong Zhang, Qunchen Chen, Chunfa Chen, Zexiao Zheng, Rongji She, Chuanghong Zhang, Rendong Wu, Jundong |
author_facet | Fang, Yutong Zhang, Qunchen Chen, Chunfa Chen, Zexiao Zheng, Rongji She, Chuanghong Zhang, Rendong Wu, Jundong |
author_sort | Fang, Yutong |
collection | PubMed |
description | BACKGROUND: Epithelial–mesenchymal transition (EMT) is a crucial mechanism that microRNA-222-3p (miR-222-3p) promotes breast cancer (BC) progression. Our study aimed to identify EMT-associated target genes (ETGs) of miR-222-3p for further analysis of their roles in BC based on bioinformatics tools. METHODS: Based on bioinformatics analysis, we identified 10 core ETGs of miR-222-3p. Then, we performed a comprehensive analysis of 10 ETGs and miR-222-3p, including pathway enrichment analysis of ETGs, differential expression, clinical significance, correlation with immune cell infiltration, immune checkpoint genes (ICGs) expression, tumor mutational burden (TMB), microsatellite instability (MSI), stemness, drug sensitivity, and genetic alteration. RESULTS: The expression of miR222-3p in basal-like BC was significantly higher than in other subtypes of BC and the normal adjacent tissue. Pathway analysis suggested that the ETGs might regulate the EMT process via the PI3K-Akt and HIF-1 signaling pathway. Six of the 10 core ETGs of miR-222-3p identified were down-expressed in BC, which were EGFR, IL6, NRP1, NTRK2, LAMC2, and PIK3R1, and SERPINE1, MUC1, MMP11, and BIRC5 were up-expressed in BC, which also showed potential diagnostic values in BC. Prognosis analysis revealed that higher NTRK2 and PIK3R1 expressions were related to a better prognosis, and higher BIRC5 and miR-222-3p expressions were related to a worse prognosis. Most ETGs and miR-222-3p were positively correlated with various infiltration of various immune cells and ICGs expression. Lower TMB scores were correlated with higher expression of MUC1 and NTRK2, and higher BIRC5 was related to a higher TMB score. Lower expression of MUC1, NTRK2, and PIK3R1 were associated with higher MSI scores. Higher expression of ETGs was associated with lower mRNAsi scores, except BIRC5 and miR-222-3p conversely. Most ETGs and miR-222-3p expression were negatively correlated with the drug IC50 values. The analysis of the genetic alteration of the ETGs suggested that amplification was the main genetic alteration of eight ETGs except for NTRK2 and PIK3R1. CONCLUSION: MiR-222-3p might be a specific biomarker of basal-like BC. We successfully identify 10 core ETGs of miR-222-3p, some might be useful diagnostic and prognostic biomarkers. The comprehensive analysis of 10 ETGs and miR-222-3p indicated that they might be involved in the development of BC, which might be novel therapeutic targets for the treatment of BC. |
format | Online Article Text |
id | pubmed-10400091 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104000912023-08-04 Identification and comprehensive analysis of epithelial–mesenchymal transition related target genes of miR-222-3p in breast cancer Fang, Yutong Zhang, Qunchen Chen, Chunfa Chen, Zexiao Zheng, Rongji She, Chuanghong Zhang, Rendong Wu, Jundong Front Oncol Oncology BACKGROUND: Epithelial–mesenchymal transition (EMT) is a crucial mechanism that microRNA-222-3p (miR-222-3p) promotes breast cancer (BC) progression. Our study aimed to identify EMT-associated target genes (ETGs) of miR-222-3p for further analysis of their roles in BC based on bioinformatics tools. METHODS: Based on bioinformatics analysis, we identified 10 core ETGs of miR-222-3p. Then, we performed a comprehensive analysis of 10 ETGs and miR-222-3p, including pathway enrichment analysis of ETGs, differential expression, clinical significance, correlation with immune cell infiltration, immune checkpoint genes (ICGs) expression, tumor mutational burden (TMB), microsatellite instability (MSI), stemness, drug sensitivity, and genetic alteration. RESULTS: The expression of miR222-3p in basal-like BC was significantly higher than in other subtypes of BC and the normal adjacent tissue. Pathway analysis suggested that the ETGs might regulate the EMT process via the PI3K-Akt and HIF-1 signaling pathway. Six of the 10 core ETGs of miR-222-3p identified were down-expressed in BC, which were EGFR, IL6, NRP1, NTRK2, LAMC2, and PIK3R1, and SERPINE1, MUC1, MMP11, and BIRC5 were up-expressed in BC, which also showed potential diagnostic values in BC. Prognosis analysis revealed that higher NTRK2 and PIK3R1 expressions were related to a better prognosis, and higher BIRC5 and miR-222-3p expressions were related to a worse prognosis. Most ETGs and miR-222-3p were positively correlated with various infiltration of various immune cells and ICGs expression. Lower TMB scores were correlated with higher expression of MUC1 and NTRK2, and higher BIRC5 was related to a higher TMB score. Lower expression of MUC1, NTRK2, and PIK3R1 were associated with higher MSI scores. Higher expression of ETGs was associated with lower mRNAsi scores, except BIRC5 and miR-222-3p conversely. Most ETGs and miR-222-3p expression were negatively correlated with the drug IC50 values. The analysis of the genetic alteration of the ETGs suggested that amplification was the main genetic alteration of eight ETGs except for NTRK2 and PIK3R1. CONCLUSION: MiR-222-3p might be a specific biomarker of basal-like BC. We successfully identify 10 core ETGs of miR-222-3p, some might be useful diagnostic and prognostic biomarkers. The comprehensive analysis of 10 ETGs and miR-222-3p indicated that they might be involved in the development of BC, which might be novel therapeutic targets for the treatment of BC. Frontiers Media S.A. 2023-07-20 /pmc/articles/PMC10400091/ /pubmed/37546414 http://dx.doi.org/10.3389/fonc.2023.1189635 Text en Copyright © 2023 Fang, Zhang, Chen, Chen, Zheng, She, Zhang and Wu 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 Fang, Yutong Zhang, Qunchen Chen, Chunfa Chen, Zexiao Zheng, Rongji She, Chuanghong Zhang, Rendong Wu, Jundong Identification and comprehensive analysis of epithelial–mesenchymal transition related target genes of miR-222-3p in breast cancer |
title | Identification and comprehensive analysis of epithelial–mesenchymal transition related target genes of miR-222-3p in breast cancer |
title_full | Identification and comprehensive analysis of epithelial–mesenchymal transition related target genes of miR-222-3p in breast cancer |
title_fullStr | Identification and comprehensive analysis of epithelial–mesenchymal transition related target genes of miR-222-3p in breast cancer |
title_full_unstemmed | Identification and comprehensive analysis of epithelial–mesenchymal transition related target genes of miR-222-3p in breast cancer |
title_short | Identification and comprehensive analysis of epithelial–mesenchymal transition related target genes of miR-222-3p in breast cancer |
title_sort | identification and comprehensive analysis of epithelial–mesenchymal transition related target genes of mir-222-3p in breast cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10400091/ https://www.ncbi.nlm.nih.gov/pubmed/37546414 http://dx.doi.org/10.3389/fonc.2023.1189635 |
work_keys_str_mv | AT fangyutong identificationandcomprehensiveanalysisofepithelialmesenchymaltransitionrelatedtargetgenesofmir2223pinbreastcancer AT zhangqunchen identificationandcomprehensiveanalysisofepithelialmesenchymaltransitionrelatedtargetgenesofmir2223pinbreastcancer AT chenchunfa identificationandcomprehensiveanalysisofepithelialmesenchymaltransitionrelatedtargetgenesofmir2223pinbreastcancer AT chenzexiao identificationandcomprehensiveanalysisofepithelialmesenchymaltransitionrelatedtargetgenesofmir2223pinbreastcancer AT zhengrongji identificationandcomprehensiveanalysisofepithelialmesenchymaltransitionrelatedtargetgenesofmir2223pinbreastcancer AT shechuanghong identificationandcomprehensiveanalysisofepithelialmesenchymaltransitionrelatedtargetgenesofmir2223pinbreastcancer AT zhangrendong identificationandcomprehensiveanalysisofepithelialmesenchymaltransitionrelatedtargetgenesofmir2223pinbreastcancer AT wujundong identificationandcomprehensiveanalysisofepithelialmesenchymaltransitionrelatedtargetgenesofmir2223pinbreastcancer |