Identification and Validation of a Five MicroRNA Signature Predictive of Prostate Cancer Recurrence and Metastasis: A Cohort Study

被引:31
作者
Nam, Robert K. [1 ]
Amemiya, Yutaka [2 ]
Benatar, Tania [2 ]
Wallis, Christopher J. D. [1 ]
Stojcic-Bendavid, Jessica [1 ]
Bacopulos, Stephanie [2 ]
Sherman, Christopher [3 ]
Sugar, Linda [3 ]
Naeim, Magda [3 ]
Yang, Wenyi [2 ]
Zhang, Aiguo [2 ]
Klotz, Laurence H. [1 ]
Narod, Steven A. [4 ]
Seth, Arun [2 ]
机构
[1] Univ Toronto, Sunnybrook Hlth Sci Ctr, Sunnybrook Res Inst, Div Urol, Toronto, ON M4N 3M5, Canada
[2] Univ Toronto, Sunnybrook Hlth Sci Ctr, Sunnybrook Res Inst, Dept Anat Pathol,Platform Biol Sci, Toronto, ON M4N 3M5, Canada
[3] Univ Toronto, Sunnybrook Hlth Sci Ctr, Sunnybrook Res Inst, Dept Lab Med & Pathobiol, Toronto, ON M4N 3M5, Canada
[4] Univ Toronto, Dept Publ Hlth Sci, Toronto, ON M5G 1N8, Canada
来源
JOURNAL OF CANCER | 2015年 / 6卷 / 11期
关键词
MicroRNA; Prostatic neoplasms; Prostatectomy; High-throughput nucleotide sequencing; RADICAL PROSTATECTOMY; CELL-PROLIFERATION; COLORECTAL-CANCER; GASTRIC-CANCER; EXPRESSION; MIR-301A; RADIOTHERAPY; CARCINOMA; SURVIVAL; INVASION;
D O I
10.7150/jca.13397
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: MicroRNA (miRNA) have been shown to be important in regulating gene expression in prostate cancer. We used next generation miRNA sequencing to conduct a whole miRNome analysis to identify miRNAs associated with prostate cancer metastasis. Methods: We conducted discovery and validation analyses of miRNAs among a total of 546 men who underwent surgery for prostate cancer using the development of metastasis as an endpoint. Genome wide analysis was conducted among the discovery group (n=31) to identify new miRNAs associated with prostate cancer metastasis. Selected miRNAs were then analyzed using qPCR on prostatectomy specimens from an independent cohort (n=515) to determine whether their expression could predict the development of metastasis after surgery. To examine the biology underlying these associations, we created prostate cancer cell lines which overexpressed miR-301a for in vitro and in vivo functional assays. Results: We identified 33 miRNAs associated with prostate cancer metastasis and selected a panel comprising miRs-301a, 652, 454, 223 and 139 which strongly predicted metastasis (AUC=95.3%, 95% C.I.: 84%-99%). Among the validation cohort, the 15-year metastasis-free survival was 77.5% (95% C.I.: 63.9%-86.4%) for patients with a high miRNA panel score and 98.8% (95% C.I.: 94.9%-99.7%, p<0.0001 for difference) for those with a low score. After adjusting for grade, stage, and PSA, the hazard ratio for metastasis was 4.3 (95% C.I.: 1.7-11.1, p=0.002) for patients with a high miRNA panel score, compared to those with a low score. Prostate cancer cell lines overexpressing miR-301a had in significantly higher tumor growth and metastasis in a xenograft mouse model. Conclusions: A panel of miRNAs is associated with prostate cancer metastasis. These could be used as potential new prognostic factors in the surgical management of prostate cancer.
引用
收藏
页码:1160 / 1171
页数:12
相关论文
共 41 条
[1]   Identification by Real-time PCR of 13 mature microRNAs differentially expressed in colorectal cancer and non-tumoral tissues [J].
Bandres, E. ;
Cubedo, E. ;
Agirre, X. ;
Malumbres, R. ;
Zarate, R. ;
Ramirez, N. ;
Abajo, A. ;
Navarro, A. ;
Moreno, I. ;
Monzo, M. ;
Garcia-Foncillas, J. .
MOLECULAR CANCER, 2006, 5 (1)
[2]   MicroRNAs: Genomics, biogenesis, mechanism, and function (Reprinted from Cell, vol 116, pg 281-297, 2004) [J].
Bartel, David P. .
CELL, 2007, 131 (04) :11-29
[3]   Long-Term Risk of Clinical Progression After Biochemical Recurrence Following Radical Prostatectomy: The Impact of Time from Surgery to Recurrence [J].
Boorjian, Stephen A. ;
Thompson, R. Houston ;
Tollefson, Matthew K. ;
Rangel, Laureano J. ;
Bergstralh, Eric J. ;
Blute, Michael L. ;
Karnes, R. Jeffrey .
EUROPEAN UROLOGY, 2011, 59 (06) :893-899
[4]   Identification of miR-187 and miR-182 as Biomarkers of Early Diagnosis and Prognosis in Patients with Prostate Cancer Treated with Radical Prostatectomy [J].
Casanova-Salas, Irene ;
Rubio-Briones, Jose ;
Calatrava, Ana ;
Mancarella, Caterina ;
Masia, Esther ;
Casanova, Juan ;
Fernandez-Serra, Antonio ;
Rubio, Luis ;
Ramirez-Backhaus, Miguel ;
Arminan, Ana ;
Dominguez-Escrig, Jose ;
Martinez, Francisco ;
Garcia-Casado, Zaida ;
Scotlandi, Katia ;
Vicent, Maria J. ;
Antonio Lopez-Guerrero, Jose .
JOURNAL OF UROLOGY, 2014, 192 (01) :252-259
[5]   miR-301a promotes pancreatic cancer cell proliferation by directly inhibiting bim expression [J].
Chen, Zhen ;
Chen, Lian-Yu ;
Dai, Hai-Yan ;
Wang, Peng ;
Gao, Song ;
Wang, Kun .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2012, 113 (10) :3229-3235
[6]   Extensive modulation of a set of microRNAs in primary glioblastoma [J].
Ciafrè, SA ;
Galardi, S ;
Mangiola, A ;
Ferracin, M ;
Liu, CG ;
Sabatino, G ;
Negrini, M ;
Maira, G ;
Croce, CM ;
Farace, MG .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2005, 334 (04) :1351-1358
[7]   Biochemical outcome after radical prostatectomy, external beam radiation therapy, or interstitial radiation therapy for clinically localized prostate cancer [J].
D'Amico, AV ;
Whittington, R ;
Malkowicz, SB ;
Schultz, D ;
Blank, K ;
Broderick, GA ;
Tomaszewski, JE ;
Renshaw, AA ;
Kaplan, I ;
Beard, CJ ;
Wein, A .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1998, 280 (11) :969-974
[8]   Derepression of c-Fos caused by MicroRNA-139 down-regulation contributes to the metastasis of human hepatocellular carcinoma [J].
Fan, Qin ;
He, Minyi ;
Deng, Xinjun ;
Wu, William K. K. ;
Zhao, Liang ;
Tang, Jing ;
Wen, Ge ;
Sun, Xuegang ;
Liu, Yawei .
CELL BIOCHEMISTRY AND FUNCTION, 2013, 31 (04) :319-324
[9]   MicroRNAs, miR-154, miR-299-5p, miR-376a, miR-376c, miR-377, miR-381, miR-487b, miR-485-3p, miR-495 and miR-654-3p, mapped to the 14q32.31 locus, regulate proliferation, apoptosis, migration and invasion in metastatic prostate cancer cells [J].
Formosa, A. ;
Markert, E. K. ;
Lena, A. M. ;
Italiano, D. ;
Finazzi-Agro, E. ;
Levine, A. J. ;
Bernardini, S. ;
Garabadgiu, A. V. ;
Melino, G. ;
Candi, E. .
ONCOGENE, 2014, 33 (44) :5173-5182
[10]   Prostate Specific Antigen Best Practice Statement: 2009 Update [J].
Greene, Kirsten L. ;
Albertsen, Peter C. ;
Babaian, Richard J. ;
Carter, H. Ballentine ;
Gann, Peter H. ;
Han, Misop ;
Kuban, Deborah Ann ;
Sartor, A. Oliver ;
Stanford, Janet L. ;
Zietman, Anthony ;
Carroll, Peter .
JOURNAL OF UROLOGY, 2013, 189 (01) :S2-S11