A novel panel of blood-based microRNAs capable of discrimination between benign breast disease and breast cancer at early stages.
Biomarkers
Biomarkers, Tumor
Breast Diseases
/ blood
Breast Neoplasms
/ blood
Circulating MicroRNA
Diagnosis, Differential
Early Detection of Cancer
Female
High-Throughput Nucleotide Sequencing
Humans
Liquid Biopsy
/ methods
MicroRNAs
/ blood
Neoplasm Staging
Phosphatidylinositol 3-Kinases
/ metabolism
Prognosis
Proto-Oncogene Proteins c-akt
/ metabolism
ROC Curve
Real-Time Polymerase Chain Reaction
Sensitivity and Specificity
Signal Transduction
MicroRNA biomarker
TCGA
blood-based microRNA
cancer detection
clinical bioinformatics
Journal
RNA biology
ISSN: 1555-8584
Titre abrégé: RNA Biol
Pays: United States
ID NLM: 101235328
Informations de publication
Date de publication:
12 11 2021
12 11 2021
Historique:
pubmed:
19
11
2021
medline:
11
3
2022
entrez:
18
11
2021
Statut:
ppublish
Résumé
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.
Identifiants
pubmed: 34793290
doi: 10.1080/15476286.2021.1989218
pmc: PMC8782186
doi:
Substances chimiques
Biomarkers
0
Biomarkers, Tumor
0
Circulating MicroRNA
0
MicroRNAs
0
Proto-Oncogene Proteins c-akt
EC 2.7.11.1
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
747-756Références
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