TY - JOUR
T1 - Illuminating biological pathways for drug targeting in head and neck squamous cell carcinoma
AU - Choonoo, Gabrielle
AU - Blucher, Aurora S.
AU - Higgins, Samuel
AU - Boardman, Mitzi
AU - Jeng, Sophia
AU - Zheng, Christina
AU - Jacobs, James
AU - Anderson, Ashley
AU - Chamberlin, Steven
AU - Evans, Nathaniel
AU - Vigoda, Myles
AU - Cordier, Benjamin
AU - Tyner, Jeffrey W.
AU - Kulesz-Martin, Molly
AU - McWeeney, Shannon K.
AU - Laderas, Ted
N1 - Funding Information:
This work was supported by the National Cancer Institute 1R01CA192405 (MKM, SKM), National Library of Medicine Informatics Training Grant T15LM007088 (ASB, MB, SC, BC), Knight Cancer Institute P30 CA069533 and the National Center for Advancing Translational Sciences 5UL1TR000128 (SKM). Samuel Higgins is now employed by Roche Sequencing Solutions and Gabrielle Choonoo is now employed by Regeneron Pharmaceuticals. Their contributions to this paper as outlined in the author contributions section were made while they were employed by Oregon Health & Science University, and as such their current employers did not play a role in the study design, data collection and analysis, decision to publish, or preparation of this manuscript.
Publisher Copyright:
© 2019 Choonoo et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
PY - 2019/10/1
Y1 - 2019/10/1
N2 - 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.
AB - 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.
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U2 - 10.1371/journal.pone.0223639
DO - 10.1371/journal.pone.0223639
M3 - Article
C2 - 31596908
AN - SCOPUS:85073113444
SN - 1932-6203
VL - 14
JO - PloS one
JF - PloS one
IS - 10
M1 - e0223639
ER -