Cargando…
Identification of Serum miR-501-3p and miR-338-3p as Novel Diagnostic Biomarkers for Breast Cancer and Their Target Genes Associated with Immune Infiltration
BACKGROUND: MicroRNAs influence the growth and metastasis of breast cancer (BC) by regulating their target genes. Our study aims to screen and identify miRNAs that are closely related to the development of breast cancer, and explore the role of these miRNAs and their target genes in breast cancer. M...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10108872/ https://www.ncbi.nlm.nih.gov/pubmed/37077765 http://dx.doi.org/10.2147/IJGM.S406802 |
_version_ | 1785026932562198528 |
---|---|
author | Yin, Liqian Ding, Yansheng Wang, Yang Wang, Chengdong Sun, Kuisheng Wang, Liquan |
author_facet | Yin, Liqian Ding, Yansheng Wang, Yang Wang, Chengdong Sun, Kuisheng Wang, Liquan |
author_sort | Yin, Liqian |
collection | PubMed |
description | BACKGROUND: MicroRNAs influence the growth and metastasis of breast cancer (BC) by regulating their target genes. Our study aims to screen and identify miRNAs that are closely related to the development of breast cancer, and explore the role of these miRNAs and their target genes in breast cancer. METHODS: Bioinformatics tools were applied to screen breast cancer-associated miRNAs and predict their potential target genes. Serum miRNAs were measured using RT-PCR. The correlation between miRNA expression and different clinicopathological features of BC patients was analyzed. Receiver operating characteristic (ROC) curve was used to evaluate the diagnostic value. GEPIA, Kaplan-Meier Plotter, TIMER, and TISIDB databases were used to validate the expression levels and their prognostic value, as well as their target gene associated with immune infiltrating cells and immune checkpoints. RESULTS: Breast cancer-associated serum miR-338-3p and miR-501-3p were screened and verified for the first time. Serum miR-501-3p was elevated in BC and was closely linked to the ki-67 index and histological grade. CDKN2C, as a potential target gene of miR-501-3p, was enriched in the cGMP-PKG signaling pathway. Serum miR-338-3p was reduced in BC and was strongly linked to lymph node metastasis and histological grading. ACTR2, CDH1, COL1A1, RBBP5, RRM1, and TPM3, as potential target genes of miR-338-3p, were enriched in MAPK, PI3K-Akt, and RAS signaling pathways. These target genes were found to be linked to breast cancer prognosis, immune infiltrating cells, and immune checkpoint inhibitors. Analysis of ROC curve showed that serum miR-501-3p combined with serum miR-338-3p had a high diagnostic value in breast cancer (AUC: 0.89, 95% CI: 0.821–0.958). CONCLUSION: Serum miR-501-3p combined with serum miR-338-3p show obvious clinical significance in the diagnosis and prognosis of breast cancer, which suggests that they may act as novel diagnostic biomarkers for breast cancer. |
format | Online Article Text |
id | pubmed-10108872 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-101088722023-04-18 Identification of Serum miR-501-3p and miR-338-3p as Novel Diagnostic Biomarkers for Breast Cancer and Their Target Genes Associated with Immune Infiltration Yin, Liqian Ding, Yansheng Wang, Yang Wang, Chengdong Sun, Kuisheng Wang, Liquan Int J Gen Med Original Research BACKGROUND: MicroRNAs influence the growth and metastasis of breast cancer (BC) by regulating their target genes. Our study aims to screen and identify miRNAs that are closely related to the development of breast cancer, and explore the role of these miRNAs and their target genes in breast cancer. METHODS: Bioinformatics tools were applied to screen breast cancer-associated miRNAs and predict their potential target genes. Serum miRNAs were measured using RT-PCR. The correlation between miRNA expression and different clinicopathological features of BC patients was analyzed. Receiver operating characteristic (ROC) curve was used to evaluate the diagnostic value. GEPIA, Kaplan-Meier Plotter, TIMER, and TISIDB databases were used to validate the expression levels and their prognostic value, as well as their target gene associated with immune infiltrating cells and immune checkpoints. RESULTS: Breast cancer-associated serum miR-338-3p and miR-501-3p were screened and verified for the first time. Serum miR-501-3p was elevated in BC and was closely linked to the ki-67 index and histological grade. CDKN2C, as a potential target gene of miR-501-3p, was enriched in the cGMP-PKG signaling pathway. Serum miR-338-3p was reduced in BC and was strongly linked to lymph node metastasis and histological grading. ACTR2, CDH1, COL1A1, RBBP5, RRM1, and TPM3, as potential target genes of miR-338-3p, were enriched in MAPK, PI3K-Akt, and RAS signaling pathways. These target genes were found to be linked to breast cancer prognosis, immune infiltrating cells, and immune checkpoint inhibitors. Analysis of ROC curve showed that serum miR-501-3p combined with serum miR-338-3p had a high diagnostic value in breast cancer (AUC: 0.89, 95% CI: 0.821–0.958). CONCLUSION: Serum miR-501-3p combined with serum miR-338-3p show obvious clinical significance in the diagnosis and prognosis of breast cancer, which suggests that they may act as novel diagnostic biomarkers for breast cancer. Dove 2023-04-13 /pmc/articles/PMC10108872/ /pubmed/37077765 http://dx.doi.org/10.2147/IJGM.S406802 Text en © 2023 Yin et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Yin, Liqian Ding, Yansheng Wang, Yang Wang, Chengdong Sun, Kuisheng Wang, Liquan Identification of Serum miR-501-3p and miR-338-3p as Novel Diagnostic Biomarkers for Breast Cancer and Their Target Genes Associated with Immune Infiltration |
title | Identification of Serum miR-501-3p and miR-338-3p as Novel Diagnostic Biomarkers for Breast Cancer and Their Target Genes Associated with Immune Infiltration |
title_full | Identification of Serum miR-501-3p and miR-338-3p as Novel Diagnostic Biomarkers for Breast Cancer and Their Target Genes Associated with Immune Infiltration |
title_fullStr | Identification of Serum miR-501-3p and miR-338-3p as Novel Diagnostic Biomarkers for Breast Cancer and Their Target Genes Associated with Immune Infiltration |
title_full_unstemmed | Identification of Serum miR-501-3p and miR-338-3p as Novel Diagnostic Biomarkers for Breast Cancer and Their Target Genes Associated with Immune Infiltration |
title_short | Identification of Serum miR-501-3p and miR-338-3p as Novel Diagnostic Biomarkers for Breast Cancer and Their Target Genes Associated with Immune Infiltration |
title_sort | identification of serum mir-501-3p and mir-338-3p as novel diagnostic biomarkers for breast cancer and their target genes associated with immune infiltration |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10108872/ https://www.ncbi.nlm.nih.gov/pubmed/37077765 http://dx.doi.org/10.2147/IJGM.S406802 |
work_keys_str_mv | AT yinliqian identificationofserummir5013pandmir3383pasnoveldiagnosticbiomarkersforbreastcancerandtheirtargetgenesassociatedwithimmuneinfiltration AT dingyansheng identificationofserummir5013pandmir3383pasnoveldiagnosticbiomarkersforbreastcancerandtheirtargetgenesassociatedwithimmuneinfiltration AT wangyang identificationofserummir5013pandmir3383pasnoveldiagnosticbiomarkersforbreastcancerandtheirtargetgenesassociatedwithimmuneinfiltration AT wangchengdong identificationofserummir5013pandmir3383pasnoveldiagnosticbiomarkersforbreastcancerandtheirtargetgenesassociatedwithimmuneinfiltration AT sunkuisheng identificationofserummir5013pandmir3383pasnoveldiagnosticbiomarkersforbreastcancerandtheirtargetgenesassociatedwithimmuneinfiltration AT wangliquan identificationofserummir5013pandmir3383pasnoveldiagnosticbiomarkersforbreastcancerandtheirtargetgenesassociatedwithimmuneinfiltration |