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CoGAPS matrix factorization algorithm identifies transcriptional changes in AP-2alpha target genes in feedback from therapeutic inhibition of the EGFR network

Ochs, Michael F.; Fertig, Elana J.; Ozawa, Hiroyuki; Thakar, Manjusha; Howard, Jason D.; Kagohara, Luciane T.; Krigsfeld, Gabriel; Ranaweera, Ruchira S.; Hughes, Robert M.; Perez, Jimena; Jonaes, Siân; Favorov, Alexander V.; Carey, Jacob L.; Stein-O'Brien, Genevieve L.; Gaykalova, Daria A.; Chung, Christine H. (Impact Journals, 2016)

Patients with oncogene driven tumors are treated with targeted therapeutics including EGFR inhibitors. Genomic data from The Cancer Genome Atlas (TCGA) demonstrates molecular alterations to EGFR, MAPK, and PI3K pathways ...

Toward Signaling-Driven Biomarkers Immune to Normal Tissue Contamination

Ochs, Michael F.; Stansfield, John C.; Rusay, Matthew; Shan, Roger; Kelton, Conor; Gaykalova, Daria A.; Fertig, Elana J.; Califano, Joseph A. (Libertas Academica, 2016)

The goal of this study was to discover a minimally invasive pathway-specific biomarker that is immune to normal cell mRNA contamination for diagnosing head and neck squamous cell carcinoma (HNSCC). Using Elsevier's MedScan ...