The genomic landscape of cutaneous SCC reveals drivers and a novel azathioprine associated mutational signature.
Gareth J InmanJun WangAi NaganoLudmil B AlexandrovKarin J PurdieRichard G TaylorVictoria SherwoodJason ThomsonSarah HoganLindsay C SpenderAndrew P SouthMichael StrattonClaude ChelalaCatherine A HarwoodCharlotte M ProbyIrene M LeighPublished in: Nature communications (2018)
Cutaneous squamous cell carcinoma (cSCC) has a high tumour mutational burden (50 mutations per megabase DNA pair). Here, we combine whole-exome analyses from 40 primary cSCC tumours, comprising 20 well-differentiated and 20 moderately/poorly differentiated tumours, with accompanying clinical data from a longitudinal study of immunosuppressed and immunocompetent patients and integrate this analysis with independent gene expression studies. We identify commonly mutated genes, copy number changes and altered pathways and processes. Comparisons with tumour differentiation status suggest events which may drive disease progression. Mutational signature analysis reveals the presence of a novel signature (signature 32), whose incidence correlates with chronic exposure to the immunosuppressive drug azathioprine. Characterisation of a panel of 15 cSCC tumour-derived cell lines reveals that they accurately reflect the mutational signatures and genomic alterations of primary tumours and provide a valuable resource for the validation of tumour drivers and therapeutic targets.
Keyphrases
- copy number
- genome wide
- mitochondrial dna
- gene expression
- dna methylation
- squamous cell carcinoma
- end stage renal disease
- newly diagnosed
- ejection fraction
- chronic kidney disease
- peritoneal dialysis
- big data
- emergency department
- electronic health record
- prognostic factors
- deep learning
- machine learning
- cell free
- locally advanced
- transcription factor
- artificial intelligence
- nucleic acid