Bioinformatics Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia.
Department of Surgery, The University of Melbourne, Parkville, Victoria, Australia.
BMC Cancer. 2021 Jul 22;21(1):846. doi: 10.1186/s12885-021-08529-6.
Prostate cancer is caused by genomic aberrations in normal epithelial cells, however clinical translation of findings from analyses of cancer cells alone has been very limited. A deeper understanding of the tumour microenvironment is needed to identify the key drivers of disease progression and reveal novel therapeutic opportunities.
In this study, the experimental enrichment of selected cell-types, the development of a Bayesian inference model for continuous differential transcript abundance, and multiplex immunohistochemistry permitted us to define the transcriptional landscape of the prostate cancer microenvironment along the disease progression axis. An important role of monocytes and macrophages in prostate cancer progression and disease recurrence was uncovered, supported by both transcriptional landscape findings and by differential tissue composition analyses. These findings were corroborated and validated by spatial analyses at the single-cell level using multiplex immunohistochemistry.
This study advances our knowledge concerning the role of monocyte-derived recruitment in primary prostate cancer, and supports their key role in disease progression, patient survival and prostate microenvironment immune modulation.
前列腺癌是由正常上皮细胞的基因组异常引起的,但仅从癌细胞分析中得出的发现的临床转化非常有限。需要更深入地了解肿瘤微环境,以确定疾病进展的关键驱动因素并揭示新的治疗机会。
在这项研究中,通过对选定细胞类型的实验性富集、用于连续差异转录丰度的贝叶斯推断模型的开发以及多重免疫组织化学,我们能够沿着疾病进展轴定义前列腺癌微环境的转录景观。单核细胞和巨噬细胞在前列腺癌进展和疾病复发中的重要作用得到了证实,这一作用既得到了转录景观发现的支持,也得到了组织成分差异分析的支持。这些发现通过使用多重免疫组织化学进行单细胞水平的空间分析得到了证实和验证。
本研究增进了我们对单核细胞衍生募集在原发性前列腺癌中的作用的认识,并支持它们在疾病进展、患者生存和前列腺微环境免疫调节中的关键作用。