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A novel panel of blood-based microRNAs capable of discrimination between benign breast disease and breast cancer at early stages
- Source :
- RNA Biol
- Publication Year :
- 2021
- Publisher :
- Informa UK Limited, 2021.
-
Abstract
- Breast cancer (BC) as a leading cause of cancer death among women, exhibits a wide range of genetic heterogeneity in affected individuals. Satisfactory management of BC depends on early diagnosis and proper monitoring of patients’ response to therapy. In this study, we aimed to assess the relation between the expression patterns of blood-based microRNAs (miRNAs) with demographic characteristics of the patients with BC in an attempt to find novel diagnostic markers for BC with acceptable precision in clinical applications. To this end, we performed comprehensive statistical analysis of the data of the Cancer Genome Atlas (TCGA) database and the blood miRNome dataset (GSE31309). As a result, 21 miRNAs were selected for experimental verification by quantitative RT-PCR on blood samples of 70 BC patients and 60 normal individuals (without any lesions or benign breast diseases). Statistical one-way ANOVA revealed no significant difference in the blood levels of the selected miRNAs in BC patients compared to any lesions or benign breast diseases. However, the multi-marker panel consisting of hsa-miR-106b-5p, −126-3p, −140-3p, −193a-5p, and −10b-5p could detect early-stages of BC with 0.79 sensitivity, 0.86 specificity and 0.82 accuracy. Furthermore, this multi-marker panel showed the potential of detecting benign breast diseases from BC patients with 0.67 sensitivity, 0.80 specificity, and 0.74 accuracy. In conclusion, these data indicate that the present panel might be considered an asset in detecting benign breast disease and BC.
- Subjects :
- Oncology
medicine.medical_specialty
Response to therapy
Breast Neoplasms
Biology
Real-Time Polymerase Chain Reaction
Sensitivity and Specificity
Diagnosis, Differential
Breast Diseases
Phosphatidylinositol 3-Kinases
Breast cancer
Internal medicine
microRNA
Biomarkers, Tumor
medicine
Humans
Statistical analysis
Circulating MicroRNA
Molecular Biology
Early Detection of Cancer
Neoplasm Staging
Genetic heterogeneity
Significant difference
Liquid Biopsy
High-Throughput Nucleotide Sequencing
Diagnostic marker
Cell Biology
Prognosis
medicine.disease
MicroRNAs
ROC Curve
Female
Breast disease
Proto-Oncogene Proteins c-akt
Biomarkers
Signal Transduction
Research Paper
Subjects
Details
- ISSN :
- 15558584 and 15476286
- Volume :
- 18
- Database :
- OpenAIRE
- Journal :
- RNA Biology
- Accession number :
- edsair.doi.dedup.....52872be0b61d8dff7f16b38ac7f0c8ac
- Full Text :
- https://doi.org/10.1080/15476286.2021.1989218