Back to Search
Start Over
Single-cell ATAC and RNA sequencing reveal pre-existing and persistent cells associated with prostate cancer relapse
- Source :
- Taavitsainen, S, Engedal, N, Cao, S, Handle, F, Erickson, A, Prekovic, S, Wetterskog, D, Tolonen, T, Vuorinen, E M, Kiviaho, A, Nätkin, R, Häkkinen, T, Devlies, W, Henttinen, S, Kaarijärvi, R, Lahnalampi, M, Kaljunen, H, Nowakowska, K, Syvälä, H, Bläuer, M, Cremaschi, P, Claessens, F, Visakorpi, T, Tammela, T L J, Murtola, T, Granberg, K J, Lamb, A D, Ketola, K, Mills, I G, Attard, G, Wang, W, Nykter, M & Urbanucci, A 2021, ' Single-cell ATAC and RNA sequencing reveal pre-existing and persistent cells associated with prostate cancer relapse ', Nature Communications, vol. 12, no. 1 . https://doi.org/10.1038/s41467-021-25624-1, Nature Communications, Vol 12, Iss 1, Pp 1-16 (2021), Nature Communications
- Publication Year :
- 2021
- Publisher :
- NATURE PORTFOLIO, 2021.
-
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.<br />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.
- Subjects :
- Male
CHROMATIN
REGULATORY ELEMENTS
Science
3122 Cancers
Antineoplastic Agents
Article
ANDROGEN-RECEPTOR
SDG 3 - Good Health and Well-being
Cell Line, Tumor
Nitriles
Phenylthiohydantoin
Exome Sequencing
PROGRAM
Humans
TRANSCRIPTION
FAIRE
Prostate cancer
Science & Technology
Sequence Analysis, RNA
Gene Expression Profiling
Prostate
Prostatic Neoplasms
DNA, Neoplasm
Survival Analysis
Chromatin
EVOLUTION
Neoplasm Proteins
Gene Expression Regulation, Neoplastic
Multidisciplinary Sciences
HALLMARK
Drug Resistance, Neoplasm
DRIVES
Benzamides
Science & Technology - Other Topics
Data integration
3111 Biomedicine
Single-Cell Analysis
Transcriptome
RESISTANCE
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Taavitsainen, S, Engedal, N, Cao, S, Handle, F, Erickson, A, Prekovic, S, Wetterskog, D, Tolonen, T, Vuorinen, E M, Kiviaho, A, Nätkin, R, Häkkinen, T, Devlies, W, Henttinen, S, Kaarijärvi, R, Lahnalampi, M, Kaljunen, H, Nowakowska, K, Syvälä, H, Bläuer, M, Cremaschi, P, Claessens, F, Visakorpi, T, Tammela, T L J, Murtola, T, Granberg, K J, Lamb, A D, Ketola, K, Mills, I G, Attard, G, Wang, W, Nykter, M & Urbanucci, A 2021, ' Single-cell ATAC and RNA sequencing reveal pre-existing and persistent cells associated with prostate cancer relapse ', Nature Communications, vol. 12, no. 1 . https://doi.org/10.1038/s41467-021-25624-1, Nature Communications, Vol 12, Iss 1, Pp 1-16 (2021), Nature Communications
- Accession number :
- edsair.pmid.dedup....66dd98a7ed2dc0560613c76ad1776551