Pathway activation strength is a novel independent prognostic biomarker for cetuximab sensitivity in colorectal cancer patients

Qingsong Zhu, Evgeny Izumchenko, Alexander M. Aliper, Evgeny Makarev, Keren Paz, Anton A. Buzdin, Alex A. Zhavoronkov, David Sidransky

Research output: Contribution to journalArticlepeer-review

33 Scopus citations

Abstract

Cetuximab, a monoclonal antibody against epidermal growth factor receptor (EGFR), was shown to be active in colorectal cancer. Although some patients who harbor K-ras wild-type tumors benefit from cetuximab treatment, 40 to 60% of patients with wild-type K-ras tumors do not respond to cetuximab. Currently, there is no universal marker or method of clinical utility that could guide the treatment of cetuximab in colorectal cancer. Here, we demonstrate a method to predict response to cetuximab in patients with colorectal cancer using OncoFinder pathway activation strength (PAS), based on the transcriptomic data of the tumors. We first evaluated our OncoFinder pathway activation strength model in a set of transcriptomic data obtained from patient-derived xenograft (PDx) models established from colorectal cancer biopsies. Then, the approach and models were validated using a clinical trial data set. PAS could efficiently predict patients’ response to cetuximab, and thus holds promise as a selection criterion for cetuximab treatment in metastatic colorectal cancer.

Original languageEnglish (US)
Article number15009
JournalHuman Genome Variation
Volume2
Issue number1
DOIs
StatePublished - 2015

ASJC Scopus subject areas

  • Biochemistry
  • Molecular Biology
  • Genetics

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