Longitudinal transcriptomic and genetic landscape of radiotherapy response in canine melanoma.
Diana GiannuzziLaura MarconatoRamy ElgendySerena FerraressoElisa ScarselliPiero FariselliAlfredo NicosiaSara PegoloGuido LeoniPaola LagangaVito F LeoneMery GiantinFulvia TroiseMauro DacastoLuca AresuPublished in: Veterinary and comparative oncology (2019)
Canine malignant melanoma (MM) is a highly aggressive tumour with a low survival rate and represents an ideal spontaneous model for the human counterpart. Considerable progress has been recently obtained, but the therapeutic success for canine melanoma is still challenging. Little is known about the mechanisms beyond pathogenesis and melanoma development, and the molecular response to radiotherapy has never been explored before. A faster and deeper understanding of cancer mutational processes and developing mechanisms are now possible through next generation sequencing technologies. In this study, we matched whole exome and transcriptome sequencing in four dogs affected by MM at diagnosis and at disease progression to identify possible genetic mechanisms associated with therapy failure. According to previous studies, a genetic similarity between canine MM and its human counterpart was observed. Several somatic mutations were functionally related to MAPK, PI3K/AKT and p53 signalling pathways, but located in genes other than BRAF, RAS and KIT. At disease progression, several mutations were related to therapy effects. Natural killer cell-mediated cytotoxicity and several immune-system-related pathways resulted activated opening a new scenario on the microenvironment in this tumour. In conclusion, this study suggests a potential role of the immune system associated to radiotherapy in canine melanoma, but a larger sample size associated with functional studies are needed.
Keyphrases
- single cell
- pi k akt
- genome wide
- copy number
- early stage
- signaling pathway
- endothelial cells
- radiation therapy
- rna seq
- stem cells
- locally advanced
- gene expression
- induced pluripotent stem cells
- cell therapy
- skin cancer
- oxidative stress
- cell death
- cell cycle arrest
- risk assessment
- squamous cell carcinoma
- mesenchymal stem cells
- transcription factor
- basal cell carcinoma
- climate change
- lymph node metastasis
- papillary thyroid
- human health
- smoking cessation