Systematic pan-cancer analysis of tumour purity
University of California, San Francisco · Stanford Medicine · +1 more institution
Abstract
The tumour microenvironment is the non-cancerous cells present in and around a tumour, including mainly immune cells, but also fibroblasts and cells that comprise supporting blood vessels. These non-cancerous components of the tumour may play an important role in cancer biology. They also have a strong influence on the genomic analysis of tumour samples, and may alter the biological interpretation of results. Here we present a systematic analysis using different measurement modalities of tumour purity in >10,000 samples across 21 cancer types from the Cancer Genome Atlas. Patients are stratified according to clinical features in an attempt to detect clinical differences driven by purity levels. We demonstrate…
Citation impact
- FWCI
- 23.71
- Percentile
- 100%
- References
- 42
Authors
3Topics & keywords
- Cancer
- Transcriptome
- Cancer cell
- Confounding
- Tumour heterogeneity
- Biology
- Computational biology
- Cancer research
- Good health and well-being