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Abstract
Prostate cancer is heterogeneous and patients would benefit from methods that stratify those who are likely to respond to systemic therapy. Here, we employ single-cell assays for transposase-accessible chromatin (ATAC) and RNA sequencing in models of early treatment response and resistance to enzalutamide. In doing so, we identify pre-existing and treatment-persistent cell subpopulations that possess regenerative potential when subjected to treatment. We find distinct chromatin landscapes associated with enzalutamide treatment and resistance that are linked to alternative transcriptional programs. Transcriptional profiles characteristic of persistent cells are able to stratify the treatment response of patients. Ultimately, we show that defining changes in chromatin and gene expression in single-cell populations from pre-clinical models can reveal as yet unrecognized molecular predictors of treatment response. This suggests that the application of single-cell methods with high analytical resolution in pre-clinical models may powerfully inform clinical decision-making.
Identifying the molecular mechanisms of response to systemic therapy in prostate cancer remains crucial. Here, the authors apply single cell-ATAC and RNAseq to models of early treatment response and resistance to enzalutamide and identify chromatin and gene expression patterns that can predict treatment response.
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1 Tampere University and Tays Cancer Center, Prostate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere, Finland (GRID:grid.502801.e) (ISNI:0000 0001 2314 6254)
2 Oslo University Hospital, Department of Tumor Biology, Institute for Cancer Research, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485)
3 The University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
4 Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium (GRID:grid.5596.f) (ISNI:0000 0001 0668 7884); Medical University of Innsbruck, Department of Urology, Division of Experimental Urology, Innsbruck, Austria (GRID:grid.5361.1) (ISNI:0000 0000 8853 2677)
5 University of Oxford, Nuffield Department of Surgical Sciences, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948)
6 Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands (GRID:grid.430814.a)
7 University College London Cancer Institute, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201)
8 Tampere University and Tays Cancer Center, Prostate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere, Finland (GRID:grid.502801.e) (ISNI:0000 0001 2314 6254); Tampere University Hospital, Department of Pathology, Fimlab Laboratories, Tampere, Finland (GRID:grid.412330.7) (ISNI:0000 0004 0628 2985)
9 Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium (GRID:grid.5596.f) (ISNI:0000 0001 0668 7884); Department of Urology, UZ Leuven, Leuven, Belgium (GRID:grid.410569.f) (ISNI:0000 0004 0626 3338)
10 University of Eastern Finland, Institute of Biomedicine, Kuopio, Finland (GRID:grid.9668.1) (ISNI:0000 0001 0726 2490)
11 Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium (GRID:grid.5596.f) (ISNI:0000 0001 0668 7884)
12 Tampere University and Tays Cancer Center, Faculty of Medicine and Health Technology, Tampere, Finland (GRID:grid.502801.e) (ISNI:0000 0001 2314 6254); Tampere University Hospital, Fimlab Laboratories, Ltd, Tampere, Finland (GRID:grid.412330.7) (ISNI:0000 0004 0628 2985)
13 University of Oxford, Nuffield Department of Surgical Sciences, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948); Department of Urology, Churchill Hospital Cancer Centre, Oxford, UK (GRID:grid.415719.f) (ISNI:0000 0004 0488 9484)
14 University of Oxford, Nuffield Department of Surgical Sciences, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948); Queen’s University of Belfast, Patrick G Johnston Centre for Cancer Research, Belfast, UK (GRID:grid.4777.3) (ISNI:0000 0004 0374 7521); University of Bergen, Centre for Cancer Biomarkers (CCBIO), Bergen, Norway (GRID:grid.7914.b) (ISNI:0000 0004 1936 7443)