Integrative ensemble modelling of cetuximab sensitivity in colorectal cancer PDXs
Umberto Perron, Elena Grassi, Aikaterini Chatzipli, Marco Viviani, Emre Karakoç, Lucia Trastulla, Lorenzo M Brochier, Claudio Isella, Eugenia Rosalinda Zanella, Hagen Klett, Ivan Molineris, Julia B. Schüler, Manel Esteller, Enzo Médico, Nathalie Conte, , Francesco Iorio
The paper trains an ensemble classifier to predict cetuximab sensitivity in colorectal cancer PDXs using multi-omic data, achieving high accuracy and demonstrating its utility for therapeutic biomarker development.
Nature Communications · Nov 11, 2024Peer-reviewedBioinformatics