A preliminary study of micro-RNAs as minimally invasive biomarkers for the diagnosis of prostate cancer patients

被引:26
作者
Giglio, Simona [1 ]
De Nunzio, Cosimo [1 ]
Cirombella, Roberto [1 ]
Stoppacciaro, Antonella [1 ]
Faruq, Omar [1 ]
Volinia, Stefano [2 ]
Baldassarre, Gustavo [3 ]
Tubaro, Andrea [1 ]
Ishii, Hideshi [4 ]
Croce, Carlo M. [5 ]
Vecchione, Andrea [1 ]
机构
[1] Univ Rome Sapienza, Via Grottarossa 1035, I-00198 Rome, Italy
[2] Univ Ferrara, Dept Morphol Surg & Expt Med, Via Fossato Mortara 64b, I-44121 Ferrara, Italy
[3] CRO Natl Canc Inst, Div Mol Oncol, Via Franco Gallini 2, I-33081 Aviano, Italy
[4] Osaka Univ, Ctr Med Innovat & Translat Res, Grad Sch Med, CoMIT 081,Yamadaoka 2-2, Suita, Osaka 5650871, Japan
[5] Ohio Univ, Dept Canc Genet, 460W12th Ave, Columbus, OH 43210 USA
关键词
microRNAs; Prostate cancer; Diagnosis; Prognosis; CIRCULATING MICRORNAS; MIGRATION; MARKERS; MIR-98; PANEL; PSA;
D O I
10.1186/s13046-021-01875-0
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background A prostate cancer diagnosis is based on biopsy sampling that is an invasive, expensive procedure, and doesn't accurately represent multifocal disease. Methods To establish a model using plasma miRs to distinguish Prostate cancer patients from non-cancer controls, we enrolled 600 patients histologically diagnosed as having or not prostate cancer at biopsy. Two hundred ninety patients were eligible for the analysis. Samples were randomly divided into discovery and validation cohorts. Results NGS-miR-expression profiling revealed a miRs signature able to distinguish prostate cancer from non-cancer plasma samples. Of 51 miRs selected in the discovery cohort, we successfully validated 5 miRs (4732-3p, 98-5p, let-7a-5p, 26b-5p, and 21-5p) deregulated in prostate cancer samples compared to controls (p <= 0.05). Multivariate and ROC analyses show miR-26b-5p as a strong predictor of PCa, with an AUC of 0.89 (CI = 0.83-0.95;p < 0.001). Combining miRs 26b-5p and 98-5p, we developed a model that has the best predictive power in discriminating prostate cancer from non-cancer (AUC = 0.94; CI: 0,835-0,954). To distinguish between low and high-grade prostate cancer, we found that miR-4732-3p levels were significantly higher; instead, miR-26b-5p and miR-98-5p levels were lower in low-grade compared to the high-grade group (p <= 0.05). Combining miR-26b-5p and miR-4732-3p we have the highest diagnostic accuracy for high-grade prostate cancer patients, (AUC = 0.80; CI 0,69-0,873). Conclusions Noninvasive diagnostic tests may reduce the number of unnecessary prostate biopsies. The 2-miRs-diagnostic model (miR-26b-5p and miR-98-5p) and the 2-miRs-grade model (miR-26b-5p and miR-4732-3p) are promising minimally invasive tools in prostate cancer clinical management.
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页数:12
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