Intrinsic Molecular Subtypes of Metastatic Castration-Resistant Prostate Cancer

被引:7
|
作者
Feng, Eric [1 ]
Rydzewski, Nicholas R. [2 ,3 ]
Zhang, Meng [1 ,4 ]
Lundberg, Arian [1 ,4 ]
Bootsma, Matthew [2 ]
Helzer, Kyle T. [2 ]
Lang, Joshua M. [5 ,6 ]
Aggarwal, Rahul [4 ,7 ]
Small, Eric J. [4 ,7 ]
Quigley, David A. [1 ,4 ]
Sjostrom, Martin [1 ,4 ,8 ]
Zhao, Shuang G. [2 ,6 ,9 ]
机构
[1] Univ Calif San Francisco, Dept Radiat Oncol, San Francisco, CA USA
[2] Univ Wisconsin, Dept Human Oncol, Madison, WI 53792 USA
[3] NCI, Radiat Oncol Branch, NIH, Bethesda, MD USA
[4] Univ Calif San Francisco, Helen Diller Family Comprehens Canc Ctr, San Francisco, CA 94143 USA
[5] Univ Wisconsin, Dept Med, Madison, WI 53792 USA
[6] Univ Wisconsin, Carbone Canc Ctr, Madison, WI 53792 USA
[7] Univ Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
[8] Lund Univ, Fac Med, Dept Clin Sci Lund, Div Oncol, Lund, Sweden
[9] William S Middleton Mem Hosp, Madison, WI USA
基金
瑞典研究理事会; 美国国家卫生研究院;
关键词
DOUBLE-BLIND; MULTICENTER; IPILIMUMAB; EVOLUTION; GENOMICS; PLACEBO;
D O I
10.1158/1078-0432.CCR-22-2567
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Although numerous biology-driven subtypes have been described previously in metastatic castration-resistant prostate cancer (mCRPC), unsupervised molecular subtyping based on gene expression has been less studied, especially using large cohorts. Thus, we sought to identify the intrinsic molecular subtypes of mCRPC and assess molecular and clinical correlates in the largest combined cohort of mCRPC samples with gene expression data available to date. Experimental Design: We combined and batch-effect corrected gene expression data from four mCRPC cohorts from the Fred Hutchinson Cancer Research Center (N = 157), a small-cell neuroendocrine (NE) prostate cancer (SCNC)-enriched cohort from Weill Cornell Medicine (N = 49), and cohorts from the Stand Up 2 Cancer/Prostate Cancer Foundation East Coast Dream Team (N = 266) and the West Coast Dream Team (N = 162). Results: Hierarchical clustering of RNA-sequencing data from these 634 mCRPC samples identified two distinct adenocarcinoma subtypes, one of which (adeno-immune) was characterized by higher gene expression of immune pathways, higher CIBERSORTx immune scores, diminished ASI benefit, and non-lymph node metastasis tropism compared with an adeno-classic subtype. We also identified two distinct subtypes with enrichment for an NE phenotype, including an NE-liver subgroup characterized by liver metastasis tropism, PTEN loss, and APC and SPOP mutations compared with an NE-classic subgroup. Conclusions: Our results emphasize the heterogeneity of mCRPC beyond currently accepted molecular phenotypes, and suggest that future studies should consider incorporating transcriptome-wide profiling to better understand how these differences impact treatment responses and outcomes.
引用
收藏
页码:5396 / 5404
页数:9
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