Saha Debanjan, Dang Ha X, Zhang Meng, Quigley David A, Feng Felix Y, Maher Christopher A
Medical Scientist Training Program, Washington University in St. Louis, St. Louis, MO, USA.
Department of Internal Medicine, Washington University in St. Louis, St. Louis, MO, USA.
NPJ Genom Med. 2024 Feb 23;9(1):14. doi: 10.1038/s41525-024-00401-3.
Metastatic castration-resistant prostate cancer (mCRPC) is a lethal form of prostate cancer. Although long-noncoding RNAs (lncRNAs) have been implicated in mCRPC, past studies have relied on bulk sequencing methods with low depth and lack of single-cell resolution. Hence, we performed a lncRNA-focused analysis of single-cell RNA-sequencing data (n = 14) from mCRPC biopsies followed by integration with bulk multi-omic datasets. This yielded 389 cell-enriched lncRNAs in prostate cancer cells and the tumor microenvironment (TME). These lncRNAs demonstrated enrichment with regulatory elements and exhibited alterations during prostate cancer progression. Prostate-lncRNAs were correlated with AR mutational status and response to treatment with enzalutamide, while TME-lncRNAs were associated with RB1 deletions and poor prognosis. Finally, lncRNAs identified between prostate adenocarcinomas and neuroendocrine tumors exhibited distinct expression and methylation profiles. Our findings demonstrate the ability of single-cell analysis to refine our understanding of lncRNAs in mCRPC and serve as a resource for future mechanistic studies.
转移性去势抵抗性前列腺癌(mCRPC)是前列腺癌的一种致命形式。尽管长链非编码RNA(lncRNAs)与mCRPC有关,但过去的研究依赖于深度较低且缺乏单细胞分辨率的批量测序方法。因此,我们对mCRPC活检组织的单细胞RNA测序数据(n = 14)进行了以lncRNA为重点的分析,随后与批量多组学数据集进行整合。这在前列腺癌细胞和肿瘤微环境(TME)中产生了389个细胞富集lncRNAs。这些lncRNAs显示出与调控元件的富集,并在前列腺癌进展过程中表现出改变。前列腺lncRNAs与AR突变状态和恩杂鲁胺治疗反应相关,而TME-lncRNAs与RB1缺失和不良预后相关。最后,在前列腺腺癌和神经内分泌肿瘤之间鉴定出的lncRNAs表现出不同的表达和甲基化谱。我们的研究结果证明了单细胞分析能够完善我们对mCRPC中lncRNAs的理解,并为未来的机制研究提供资源。