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前列腺癌的胃肠道转录表型可能与对雄激素受体靶向治疗的反应减弱有关。

A prostate cancer gastrointestinal transcriptional phenotype may be associated with diminished response to AR-targeted therapy.

作者信息

Subramanian Aishwarya, Zhang Meng, Sharifi Marina, Moreno-Rodriguez Thaidy, Feng Eric, Rydzewski Nicholas R, Shrestha Raunak, Zhu Xiaolin, Zhao Shuang G, Aggarwal Rahul, Small Eric J, Ding Chien-Kuang Cornelia, Quigley David A, Sjöström Martin

机构信息

Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA.

Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA, USA.

出版信息

bioRxiv. 2024 Jun 3:2024.06.02.595931. doi: 10.1101/2024.06.02.595931.

Abstract

BACKGROUND

Prostate cancer is a heterogenous disease, but once it becomes metastatic it eventually becomes treatment resistant. One mechanism of resistance to AR-targeting therapy is lineage plasticity, where the tumor undergoes a transformation to an AR-indifferent phenotype, most studied in the context of neuroendocrine prostate cancer (NEPC). However, activation of additional de- or trans-differentiation programs, including a gastrointestinal (GI) gene expression program, has been suggested as an alternative method of resistance. In this study, we explored the previously identified GI prostate cancer phenotype (PCa-GI) in a large cohort of metastatic castration-resistant prostate cancer (mCRPC) patient biopsy samples.

METHODS

We analyzed a dataset of 634 mCRPC samples with batch effect corrected gene expression data from the West Coast Dream Team (WCDT), the East Coast Dream Team (ECDT), the Fred Hutchinson Cancer Research Center (FHCRC) and the Weill Cornell Medical center (WCM). Survival data was available from the WCDT and ECDT cohorts. We calculated a gene expression GI score using the sum of z-scores of genes from a published set of PCa-GI-defining genes (N=38). Survival analysis was performed using the Kaplan-Meier method and Cox proportional hazards regression with endpoint overall survival from time of biopsy to death of any cause.

RESULTS

We found that the PCa-GI score had a bimodal distribution, identifying a distinct set of tumors with an activated GI expression pattern. Approximately 35% of samples were classified as PCa-GI high, which was concordant with prior reports. Liver metastases had the highest median score but after excluding liver samples, 29% of the remaining samples were still classified as PCa-GI high, suggesting a distinct phenotype not exclusive to liver metastases. No correlation was observed between GI score and proliferation, AR signaling, or NEPC scores. Furthermore, the PCa-GI score was not associated with genomic alterations in or However, tumors with amplifications showed significantly higher GI scores (p=0.0001). Patients with PCa-GI tumors had a shorter survival (HR=1.5 [1.1-2.1], p=0.02), but this result was not significant after adjusting for the liver as metastatic site (HR=1.2 [0.82-1.7], p=0.35). Patients with PCa-GI low samples had a better outcome after androgen receptor signaling inhibitors (ASI, abiraterone or enzalutamide) than other therapies (HR=0.37 [0.22-0.61], p=0.0001) while the benefit of ASI was smaller and non-significant for PCa-GI high samples (HR=0.55 [0.29-1.1], p=0.07). A differential pathway analysis identified FOXA2 signaling to be upregulated PCa-GI high tumors (FDR = 3.7 × 10).

CONCLUSIONS

The PCa-GI phenotype is prevalent in clinical mCRPC samples and may represent a distinct biological entity. PCa-GI tumors may respond less to ASI and could offer a strategy to study novel therapeutic targets.

摘要

背景

前列腺癌是一种异质性疾病,但一旦发生转移,最终会产生治疗抗性。对雄激素受体(AR)靶向治疗产生抗性的一种机制是谱系可塑性,即肿瘤转变为AR不敏感表型,这在神经内分泌前列腺癌(NEPC)的背景下研究得最多。然而,有人提出激活额外的去分化或转分化程序,包括胃肠道(GI)基因表达程序,是一种替代性的抗性机制。在本研究中,我们在一大群转移性去势抵抗性前列腺癌(mCRPC)患者活检样本中探索了先前鉴定出的GI前列腺癌表型(PCa-GI)。

方法

我们分析了一个包含634个mCRPC样本的数据集,这些样本具有来自西海岸梦之队(WCDT)、东海岸梦之队(ECDT)、弗雷德·哈钦森癌症研究中心(FHCRC)和威尔康奈尔医学院(WCM)的经批次效应校正的基因表达数据。生存数据可从WCDT和ECDT队列中获得。我们使用一组已发表的定义PCa-GI的基因(N = 38)的z分数总和计算基因表达GI评分。使用Kaplan-Meier方法和Cox比例风险回归进行生存分析,终点为从活检时间到任何原因死亡的总生存期。

结果

我们发现PCa-GI评分呈双峰分布,确定了一组具有激活的GI表达模式的独特肿瘤。大约35%的样本被分类为PCa-GI高,这与先前的报告一致。肝转移灶的中位评分最高,但排除肝脏样本后,其余样本中有29%仍被分类为PCa-GI高,表明这是一种并非肝转移所特有的独特表型。未观察到GI评分与增殖、AR信号或NEPC评分之间的相关性。此外,PCa-GI评分与 或 的基因组改变无关。然而,具有 扩增的肿瘤显示出显著更高的GI评分(p = 0.0001)。PCa-GI肿瘤患者的生存期较短(HR = 1.5 [1.1 - 2.1],p = 0.02),但在将肝脏作为转移部位进行校正后,该结果不显著(HR = 1.2 [0.82 - 1.7],p = 0.35)。PCa-GI低样本的患者在接受雄激素受体信号抑制剂(ASI,阿比特龙或恩杂鲁胺)治疗后的结局优于其他疗法(HR = 0.37 [0.22 - 0.61],p = 0.0001),而对于PCa-GI高样本,ASI的益处较小且不显著(HR = 0.55 [0.29 - 1.1],p = 0.07)。差异通路分析确定FOXA2信号在PCa-GI高肿瘤中上调(FDR = 3.7 × 10)。

结论

PCa-GI表型在临床mCRPC样本中普遍存在,可能代表一种独特的生物学实体。PCa-GI肿瘤对ASI的反应可能较小,并可为研究新的治疗靶点提供一种策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f12/11185575/f357fdcbf6b1/nihpp-2024.06.02.595931v1-f0001.jpg

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