PO.TB10.04 · 肿瘤生物学
前列腺癌亚型的代谢依赖性及其与肿瘤-免疫微环境的关联
Metabolic dependence of prostate cancer subtypes and its association with the tumor-immune microenvironment
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
由于雄激素剥夺治疗(ADT)和 AR 信号抑制剂(ARSIs)的使用日益增多,转移性去势抵抗性前列腺癌正在增加;尽管已知其亚型具有预测价值,但对其各自肿瘤-免疫微环境的机制探索却严重不足。对 mCRPC 这些亚型的细致研究可能为超越 mCRPC 的治疗耐药性提供见解。我们利用公开可用及内部的单细胞 RNA 测序和空间转录组学数据集,使用已确立的标记基因对 mCRPC 细胞及其伴随的肿瘤-免疫微环境进行了表征,并通过推断的拷贝数变异状态验证了其身份。首先,我们通过计算基于代谢过程相关基因转录的评分,探索了样本中各种细胞类型的代谢特征。我们进行了配体-受体对分析,以预测哪些细胞类型正在相互作用,以及这些相互作用通过哪些炎症和代谢轴发生。最后,我们通过空间转录组学数据测量空间距离,证明了相互作用的可行性。我们的初步结果表明,这些亚型具有显著不同的代谢特征。此外,靠近这些不同亚型的免疫细胞表现出差异化的免疫抑制程序和代谢重编程。这些发现提示肿瘤代谢力量在诱导免疫抑制性肿瘤微环境中的潜在作用,并指出在 mCRPC 中进行代谢干预作为新辅助手段以增强对免疫检查点阻断(ICB)反应的良好应用前景。这项工作凸显了分析肿瘤的新视角,以期提出可能克服治疗障碍的联合治疗方案。
查看英文原文 English abstract
Due to the rising use of androgen deprivation therapy (ADT) and AR signaling inhibitors (ARSIs), metastatic castration-resistant prostate cancer is expanding and although it is known that its subtypes provide predictive utility, their individual tumor-immune microenvironments are woefully underexplored mechanistically. Careful investigation of these subtypes of mCRPC may provide insights into therapeutic resistance beyond mCRPC. Using both publicly available and in-house single-cell RNA-sequencing and spatial transcriptomics datasets, we have characterized mCRPC cells and their accompanying tumor-immune microenvironment using established marker genes and verified their identity using inferred copy-number variation status. Firstly, we have explored metabolic profiles of the various cell-types in our samples by calculating scores based on transcription of genes involved in metabolic processes. We have performed ligand-receptor pair analysis to predict which cell types are interacting and through which inflammatory and metabolic axes these interactions are occurring. Finally, we have demonstrated interaction feasibility by measuring distance in space via our spatial transcriptomics data. Our preliminary results indicate that these subtypes have significantly different metabolic profiles. Additionally, the immune cells near to these different subtypes have shown differential immunosuppressive programs and metabolic reprogramming. These findings suggest the potential role of tumor metabolic forces in the induction of an immunosuppressive tumor microenvironment and point to a promising utility of metabolic perturbations in mCRPC as a neoadjuvant to enhance response to immune checkpoint blockade (ICB). This work highlights novel lenses in which to analyze tumors in the hopes of suggesting combination therapies that may overcome treatment obstacles.
利益披露 Disclosure
T. A. Gonzalez, None..
I. Serganova, None.