Back to Search
Start Over
Identification of miRNA Signature in Breast Cancer to Predict Neoadjuvant Chemotherapy Response
- Source :
- Pathology and Oncology Research
- Publication Year :
- 2021
- Publisher :
- Frontiers Media SA, 2021.
-
Abstract
- Background: Chemotherapy failure causes high breast cancer recurrence and poor patient prognosis. Thus, we studied a cohort of novel biomarkers to predict chemotherapeutic response in breast cancer. In this study, miRNA expression profiling was performed on 10 breast cancer punctured specimens sensitive to chemotherapy (MP grade 4, 5) and 10 chemotherapy resistant (MP grade 1). Differentially expressed miRNAs were verified by qRT-PCR in 60 initial samples, 59 validated samples and 71 independent samples. A miRNA signature was generated using a Logistic regression model. A receiver operating characteristic (ROC) test was used to assess specificity and sensitivity of single miRNA and miRNA signature. Target genes regulated by miRNAs and their involved signaling pathways were analyzed using GO enrichment and KEGG software. MiRNAs expression were separately compared with ER, PR, HER2 immunohistochemical staining and different drugs. qRT-PCR showed that the high expression of miR-23a-3p, miR-200c-3p, miR-214-3p and the low expression of miR-451a and miR-638 were closely related to chemoresistance. According to the formula for calculating the drug resistance risk, patients in the high-risk group were more likely to develop chemotherapy resistance than the low-risk group. Bioinformatics analysis showed that 5 miRNAs and target genes are mainly involved in p53, ubiquitin-mediated proteolysis, mTOR, Wnt, cells skeletal protein regulation, cell adhesion and ErbB signaling pathways. miR-451a expression was associated with ER, HER-2 status and anthracyclines. A miRNA signature of chemotherapeutic response may be clinically valuable for improving current chemotherapy regimens of individual treatment for patients with breast cancer.
- Subjects :
- Adult
0301 basic medicine
Cancer Research
Microarray
Receptor, ErbB-2
medicine.medical_treatment
Breast Neoplasms
Pathology and Forensic Medicine
03 medical and health sciences
breast cancer
0302 clinical medicine
Breast cancer
ErbB
Antineoplastic Combined Chemotherapy Protocols
microRNA
Biomarkers, Tumor
medicine
Humans
KEGG
PI3K/AKT/mTOR pathway
Original Research
Chemotherapy
drug resistance
business.industry
Gene Expression Profiling
Wnt signaling pathway
General Medicine
Middle Aged
Prognosis
medicine.disease
Neoadjuvant Therapy
Gene Expression Regulation, Neoplastic
Survival Rate
Society Journal Archive
miRNA signature
MicroRNAs
030104 developmental biology
Receptors, Estrogen
Oncology
Drug Resistance, Neoplasm
030220 oncology & carcinogenesis
Cancer research
Female
Receptors, Progesterone
business
microarray
neoadjuvant chemotherapy
Follow-Up Studies
Subjects
Details
- ISSN :
- 15322807
- Volume :
- 27
- Database :
- OpenAIRE
- Journal :
- Pathology and Oncology Research
- Accession number :
- edsair.doi.dedup.....24d46e2fc4fbd05cefded575fc350ee8
- Full Text :
- https://doi.org/10.3389/pore.2021.1609753