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Large-scale Circulating microRNA Profiling for the Liquid Biopsy of Prostate Cancer.
- Source :
-
Clinical cancer research : an official journal of the American Association for Cancer Research [Clin Cancer Res] 2019 May 15; Vol. 25 (10), pp. 3016-3025. Date of Electronic Publication: 2019 Feb 26. - Publication Year :
- 2019
-
Abstract
- Purpose: The high false-positive rate of prostate-specific antigen (PSA) may lead to unnecessary prostate biopsies. Therefore, the United States Preventive Services Task Force recommends that decisions regarding PSA-based screening of prostate cancer should be made with caution in men ages 55-69 years, and that men ≥70 years should not undergo PSA screening. Here, we investigated the potential of serum miRNAs as an accurate diagnostic method in patients with suspected prostate cancer.<br />Experimental Design: Serum samples of 809 patients with prostate cancer, 241 negative prostate biopsies, and 500 patients with other cancer types were obtained from the National Cancer Center, Japan. Forty-one healthy control samples were obtained from two other hospitals in Japan. Comprehensive microarray analysis was performed for all samples. Samples were divided into three sets. Candidate miRNAs for prostate cancer detection were identified in the discovery set ( n = 123). A diagnostic model was constructed using combinations of candidate miRNAs in the training set ( n = 484). The performance of the diagnostic model was evaluated in the validation set ( n = 484).<br />Results: In the discovery set, 18 candidate miRNAs were identified. A robust diagnostic model was constructed using the combination of two miRNAs (miR-17-3p and miR-1185-2-3p) in the training set. High diagnostic performance with a sensitivity of 90% and a specificity of 90% was achieved in the validation set regardless of the Gleason score and clinical tumor-node-metastasis stage.<br />Conclusions: The model developed in this study may help improve the diagnosis of prostate cancer and reduce the number of unnecessary prostate biopsies.<br /> (©2019 American Association for Cancer Research.)
- Subjects :
- Age Factors
Aged
Biomarkers, Tumor blood
Biomarkers, Tumor genetics
Case-Control Studies
Humans
Kallikreins blood
Liquid Biopsy methods
Male
Middle Aged
Prostate-Specific Antigen blood
Prostatic Neoplasms blood
Prostatic Neoplasms genetics
Prostatic Neoplasms pathology
Retrospective Studies
Circulating MicroRNA blood
Circulating MicroRNA genetics
Prostatic Neoplasms diagnosis
Subjects
Details
- Language :
- English
- ISSN :
- 1557-3265
- Volume :
- 25
- Issue :
- 10
- Database :
- MEDLINE
- Journal :
- Clinical cancer research : an official journal of the American Association for Cancer Research
- Publication Type :
- Academic Journal
- Accession number :
- 30808771
- Full Text :
- https://doi.org/10.1158/1078-0432.CCR-18-2849