Characterization of transcriptomic signature of primary prostate cancer analogous to prostatic small cell neuroendocrine carcinoma

被引:21
作者
Alshalalfa, Mohammed [1 ]
Liu, Yang [1 ]
Wyatt, Alexander W. [2 ,3 ]
Gibb, Ewan A. [1 ]
Tsai, Harrison K. [4 ]
Erho, Nicholas [1 ]
Lehrer, Jonathan [1 ]
Takhar, Mandeep [1 ]
Ramnarine, Varune R. [2 ,3 ]
Collins, Colin C. [2 ,3 ]
Den, Robert B. [5 ]
Schaeffer, Edward M. [6 ]
Davicioni, Elai [1 ]
Lotan, Tamara L. [7 ]
Bismar, Tarek A. [8 ]
机构
[1] GenomeDx Biosci Inc, Vancouver, BC, Canada
[2] Univ British Columbia, Vancouver Prostate Ctr, Vancouver, BC, Canada
[3] Univ British Columbia, Dept Urol Sci, Vancouver, BC, Canada
[4] Brigham & Womens Hosp, Dept Pathol, 75 Francis St, Boston, MA 02115 USA
[5] Thomas Jefferson Univ, Sidney Kimmel Canc Ctr, Philadelphia, PA 19107 USA
[6] Northwestern Univ, Feinberg Sch Med, Dept Urol, Chicago, IL 60611 USA
[7] Johns Hopkins Sch Med, Dept Pathol & Oncol, Baltimore, MD USA
[8] Univ Calgary, Arnie Charbonneau Canc Inst, Cumming Sch Med, Dept Pathol & Lab Med, Calgary, AB, Canada
关键词
neuroendocrine prostate cancer; localized; SC; NE-like; molecular signature; drug sensitivity;
D O I
10.1002/ijc.32430
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Prostatic small cell neuroendocrine carcinoma (SC/NE) is well studied in metastatic castration-resistant prostate cancer; however, it is not well characterized in the primary setting. Herein, we used gene expression profiling of SC/NE prostate cancer (PCa) to develop a 212 gene signature to identify treatment-naive primary prostatic tumors that are molecularly analogous to SC/NE (SC/NE-like PCa). The 212 gene signature was tested in several cohorts confirming similar molecular profile between prostatic SC/NE and small cell lung carcinoma. The signature was then translated into a genomic score (SCGScore) using modularized logistic regression modeling and validated in four independent cohorts achieving an average AUC >0.95. The signature was evaluated in more than 25,000 primary adenocarcinomas to characterize the biology, prognosis and potential therapeutic response of predicted SC/NE-like tumors. Assessing SCGScore in a prospective cohort of 17,967 RP and 6,697 biopsy treatment-naive primary tumors from the Decipher Genomic Resource Information Database registry, approximately 1% of the patients were found to have a SC/NE-like transcriptional profile, whereas 0.5 and 3% of GG1 and GG5 patients respectively showed to be SC/NE-like. More than 80% of these patients are genomically high-risk based on Decipher score. Interrogating in vitro drug sensitivity analyses, SC/NE-like prostatic tumors showed higher response to PARP and HDAC inhibitors.
引用
收藏
页码:3453 / 3461
页数:9
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