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A miRNA-based signature predicts development of disease recurrence in HER2 positive breast cancer after adjuvant trastuzumab-based treatment.
- Source :
-
Scientific reports [Sci Rep] 2016 Sep 21; Vol. 6, pp. 33825. Date of Electronic Publication: 2016 Sep 21. - Publication Year :
- 2016
-
Abstract
- Approximately 20% of HER2 positive breast cancer develops disease recurrence after adjuvant trastuzumab treatment. This study aimed to develop a molecular prognostic model that can reliably stratify patients by risk of developing disease recurrence. Using miRNA microarrays, nine miRNAs that differentially expressed between the recurrent and non-recurrent patients were identified. Then, we validated the expression of these miRNAs using qRT-PCR in training set (n = 101), and generated a 2-miRNA (miR-4734 and miR-150-5p) based prognostic signature. The prognostic accuracy of this classifier was further confirmed in an internal testing set (n = 57), and an external independent testing set (n = 53). Besides, by comparing the ROC curves, we found the incorporation of this miRNA based classifier into TNM stage could improve the prognostic performance of TNM system. The results indicated the 2-miRNA based signature was a reliable prognostic biomarker for patients with HER2 positive breast cancer.
- Subjects :
- Breast Neoplasms pathology
Chemotherapy, Adjuvant
Female
Gene Expression Regulation, Neoplastic drug effects
Humans
Kaplan-Meier Estimate
MicroRNAs metabolism
Middle Aged
Multivariate Analysis
Prognosis
Proportional Hazards Models
ROC Curve
Reproducibility of Results
Time Factors
Trastuzumab pharmacology
Breast Neoplasms drug therapy
Breast Neoplasms genetics
Gene Expression Profiling
MicroRNAs genetics
Neoplasm Recurrence, Local pathology
Receptor, ErbB-2 metabolism
Trastuzumab therapeutic use
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 6
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 27650797
- Full Text :
- https://doi.org/10.1038/srep33825