Dynamic prostate cancer transcriptome analysis delineates the trajectory to disease progression

Nat Commun. 2021 Dec 2;12(1):7033. doi: 10.1038/s41467-021-26840-5.

Abstract

Comprehensive genomic studies have delineated key driver mutations linked to disease progression for most cancers. However, corresponding transcriptional changes remain largely elusive because of the bias associated with cross-study analysis. Here, we overcome these hurdles and generate a comprehensive prostate cancer transcriptome atlas that describes the roadmap to tumor progression in a qualitative and quantitative manner. Most cancers follow a uniform trajectory characterized by upregulation of polycomb-repressive-complex-2, G2-M checkpoints, and M2 macrophage polarization. Using patient-derived xenograft models, we functionally validate our observations and add single-cell resolution. Thereby, we show that tumor progression occurs through transcriptional adaption rather than a selection of pre-existing cancer cell clusters. Moreover, we determine at the single-cell level how inhibition of EZH2 - the top upregulated gene along the trajectory - reverts tumor progression and macrophage polarization. Finally, a user-friendly web-resource is provided enabling the investigation of dynamic transcriptional perturbations linked to disease progression.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Atlases as Topic
  • Cell Line, Tumor
  • Disease Progression
  • Enhancer of Zeste Homolog 2 Protein / genetics*
  • Enhancer of Zeste Homolog 2 Protein / metabolism
  • G2 Phase Cell Cycle Checkpoints / genetics
  • Gene Expression Profiling
  • Gene Expression Regulation, Neoplastic
  • Heterografts
  • Humans
  • Macrophages / metabolism
  • Macrophages / pathology
  • Male
  • Mice
  • Neoplasm Proteins / genetics*
  • Neoplasm Proteins / metabolism
  • Polycomb Repressive Complex 2 / genetics
  • Polycomb Repressive Complex 2 / metabolism
  • Principal Component Analysis
  • Prostate / metabolism
  • Prostate / pathology
  • Prostatic Neoplasms / genetics*
  • Prostatic Neoplasms / metabolism
  • Prostatic Neoplasms / pathology
  • Signal Transduction
  • Single-Cell Analysis
  • Transcriptome*

Substances

  • Neoplasm Proteins
  • EZH2 protein, human
  • Enhancer of Zeste Homolog 2 Protein
  • Polycomb Repressive Complex 2