Akram Yazdani, Heinz-Josef Lenz, Gianluigi Pillonetto, Raul Mendez-Giraldez, Azam Yazdani, Hanna Sanof, Reza Hadi, Esmat Samiei, Alan P Venook, Mark J Ratain, Naim Rashid, Benjamin G Vincent, Xueping Qu, Yujia Wen, Michael Kosorok, William F Symmans, John Paul Y C Shen, Michael S Lee, Scott Kopetz, Andrew B Nixon, Monica M Bertagnolli, Charles M Perou, Federico Innocenti
Predictive and prognostic gene signatures derived from interconnectivity among genes can tailor clinical care to patients in cancer treatment. We identified gene interconnectivity as the transcriptomic-causal network by integrating germline genotyping and tumor RNA-seq data from 1,165 patients with metastatic colorectal cancer (CRC). The patients were enrolled in a clinical trial with randomized treatment, either cetuximab or bevacizumab in combination with chemotherapy. We linked the network to overall survival (OS) and detected novel biomarkers by controlling for confounding genes...
December 15, 2023: Research Square