1. Transcriptome sequencing and multi-plex imaging of prostate cancer microenvironment reveals a dominant role for monocytic cells in progression
- Author
-
Stefano Mangiola, Martin Modrak, Chayanica Nasa, Natalie Lister, Phil Dundee, Justin S. Peters, Paul J Neeson, Bhupinder Pal, Daniel Blashki, Niall M. Corcoran, Christopher M. Hovens, Anthony J. Costello, Nicholas D. Huntington, Ryan Stuchbery, Scott Williams, Simon Monard, Simon P. Keam, Fernando Souza-Fonseca-Guimaraes, Ken Chow, Patrick McCoy, Michael Kerger, Melanie Le Page, and Anthony T. Papenfuss
- Subjects
Myeloid ,Male ,0301 basic medicine ,Cancer Research ,Kaplan-Meier Estimate ,Deconvolution ,Disease ,Monocytes ,Transcriptome ,Prostate cancer ,0302 clinical medicine ,Prostate ,Tumor Microenvironment ,Differential gene expression ,RC254-282 ,High-Throughput Nucleotide Sequencing ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Prognosis ,Immunohistochemistry ,Cholesterol ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Disease Progression ,Research Article ,Bayes ,Microenvironment ,FACS ,Biology ,Immunophenotyping ,03 medical and health sciences ,PDL1 ,Genetics ,medicine ,Humans ,Transcriptomics ,Tumor microenvironment ,Macrophages ,Gene Expression Profiling ,Computational Biology ,Prostatic Neoplasms ,Cancer ,Molecular Sequence Annotation ,medicine.disease ,Gene expression profiling ,CAPRA-S ,030104 developmental biology ,Cancer cell ,Cancer research ,Epithelial - Abstract
Background 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. Results 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. Conclusions 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.
- Published
- 2021
- Full Text
- View/download PDF