Xue Changhui, Ko Hyun-Kyung, Shi Kasen, Pittsenbarger Janet, Dao Lucien Vu, Shi Kaiyo, Libmann Maximilian, Geng Hao, Qian David Z
bioRxiv. 2024 Oct 22:2024.10.20.619319. doi: 10.1101/2024.10.20.619319.
Most metastatic prostate cancers (PCa) initially depend on androgen for survival and proliferation. Thus, anti-androgen or castration therapies are the mainstay treatment. Although effective at first, androgen-dependent PCa (ADPC) universally develops therapy resistance, thereby evolving to the incurable disease, called castration resistant PCa (CRPC). Currently, mechanisms underlying the emergence of CRPC from ADPC are largely unclear. We used single-cell RNA-sequencing (scRNA-Seq) to determine how a therapy-naïve ADPC cell line - LNCaP responds to the anti-androgen drug, enzalutamide. We found that most cells expressed the drug-target androgen receptor (AR+), while a small subpopulation (∼12%) expressed low or no AR (AR ). Gene set enrichment analysis (GSEA) revealed that AR+ and AR cells were enriched with significantly different gene expressions and signaling pathways. Unexpectedly, AR cells displayed robust transcriptional response, including upregulations of genes and pathways involved in clinical CRPC. Next, we isolate AR and AR+ cells from the LNCaP cell line, and functionally confirmed the enzalutamide resistant phenotype of AR cells in vitro and in xenograft models in vivo. Finally, to explore a therapeutic option for AR cells, we found that AR cells expressed low levels of NAD+ biosynthesis genes, notably NAPRT, indicating a possible vulnerability to inhibitors blocking NAD+ synthesis. Indeed, treating AR cells with NAD+ synthesis inhibitors, FK866 and OT-82, significantly inhibited the survival and proliferation of AR cells, thus suggesting a possible novel therapeutic option for ADT and enzalutamide resistant PCa.
Single-cell RNA-Sequencing reveals heterogeneities of tumor cell populations. In most cases, however, the functional significance of the observed heterogeneity is not tested. In this study, we first identified a possible therapy-resistant prostate cancer cell subpopulation with scRNA-Seq, then confirmed the resistant phenotype with single cell and colony - based cloning and functional testing. In addition, we also identified a therapeutic vulnerability of the resistant cells.
大多数转移性前列腺癌(PCa)最初依赖雄激素来生存和增殖。因此,抗雄激素或去势疗法是主要的治疗方法。虽然起初有效,但雄激素依赖性PCa(ADPC)普遍会产生治疗抗性,从而演变成无法治愈的疾病,即去势抵抗性PCa(CRPC)。目前,ADPC演变成CRPC的潜在机制在很大程度上尚不清楚。我们使用单细胞RNA测序(scRNA-Seq)来确定未经治疗的ADPC细胞系——LNCaP如何对抗雄激素药物恩杂鲁胺作出反应。我们发现大多数细胞表达药物靶点雄激素受体(AR+),而一小部分亚群(约12%)表达低水平或不表达AR(AR-)。基因集富集分析(GSEA)显示,AR+和AR-细胞富集了显著不同的基因表达和信号通路。出乎意料的是,AR-细胞表现出强烈的转录反应,包括与临床CRPC相关的基因和通路的上调。接下来,我们从LNCaP细胞系中分离出AR-和AR+细胞,并在体外和体内异种移植模型中功能上证实了AR-细胞的恩杂鲁胺抗性表型。最后,为了探索针对AR-细胞的治疗选择,我们发现AR-细胞表达低水平的NAD+生物合成基因,特别是NAPRT,这表明它们可能对阻断NAD+合成的抑制剂敏感。事实上,用NAD+合成抑制剂FK866和OT-82处理AR-细胞,显著抑制了AR-细胞的存活和增殖,因此为雄激素剥夺疗法和恩杂鲁胺抗性PCa提示了一种可能的新治疗选择。
单细胞RNA测序揭示了肿瘤细胞群体的异质性。然而,在大多数情况下,所观察到的异质性的功能意义并未得到检验。在本研究中,我们首先用scRNA-Seq鉴定出一个可能具有治疗抗性的前列腺癌细胞亚群,然后通过单细胞和基于集落的克隆及功能测试证实了抗性表型。此外,我们还鉴定出了抗性细胞的一个治疗弱点。