articleNature CommunicationsDec 4, 2015GOLD OA

Systematic pan-cancer analysis of tumour purity

University of California, San Francisco · Stanford Medicine · +1 more institution

PubMed
Indexed incrossrefdoajpubmed

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

1,294
total citations
FWCI
23.71
Percentile
100%
References
42
Citations per year

Authors

3

Topics & keywords

Keywords
  • Cancer
  • Transcriptome
  • Cancer cell
  • Confounding
  • Tumour heterogeneity
  • Biology
  • Computational biology
  • Cancer research
UN Sustainable Development Goals
  • Good health and well-being
No related works found for this paper.

Funding