Illuminating biological pathways for drug targeting in head and neck squamous cell carcinoma.
Gabrielle ChoonooAurora S BlucherSamuel HigginsMitzi BoardmanSophia JengChristina ZhengJames JacobsAshley AndersonSteven ChamberlinNathaniel J EvansMyles VigodaBenjamin CordierJeffrey W TynerMolly Kulesz-MartinShannon K McWeeneyTed LaderasPublished in: PloS one (2019)
Head and neck squamous cell carcinoma (HNSCC) remains a morbid disease with poor prognosis and treatment that typically leaves patients with permanent damage to critical functions such as eating and talking. Currently only three targeted therapies are FDA approved for use in HNSCC, two of which are recently approved immunotherapies. In this work, we identify biological pathways involved with this disease that could potentially be targeted by current FDA approved cancer drugs and thereby expand the pool of potential therapies for use in HNSCC treatment. We analyzed 508 HNSCC patients with sequencing information from the Genomic Data Commons (GDC) database and assessed which biological pathways were significantly enriched for somatic mutations or copy number alterations. We then further classified pathways as either "light" or "dark" to the current reach of FDA-approved cancer drugs using the Cancer Targetome, a compendium of drug-target information. Light pathways are statistically enriched with somatic mutations (or copy number alterations) and contain one or more targets of current FDA-approved cancer drugs, while dark pathways are enriched with somatic mutations (or copy number alterations) but not currently targeted by FDA-approved cancer drugs. Our analyses indicated that approximately 35-38% of disease-specific pathways are in scope for repurposing of current cancer drugs. We further assess light and dark pathways for subgroups of patient tumor samples according to HPV status. The framework of light and dark pathways for HNSCC-enriched biological pathways allows us to better prioritize targeted therapies for further research in HNSCC based on the HNSCC genetic landscape and FDA-approved cancer drug information. We also highlight the importance in the identification of sub-pathways where targeting and cross targeting of other pathways may be most beneficial to predict positive or negative synergy with potential clinical significance. This framework is ideal for precision drug panel development, as well as identification of highly aberrant, untargeted candidates for future drug development.
Keyphrases
- copy number
- papillary thyroid
- mitochondrial dna
- squamous cell
- genome wide
- poor prognosis
- lymph node metastasis
- emergency department
- drug induced
- gene expression
- high resolution
- cancer therapy
- mass spectrometry
- healthcare
- physical activity
- squamous cell carcinoma
- adverse drug
- risk assessment
- climate change
- social media
- health information
- weight loss
- big data
- human health
- solid phase extraction