Ilaria Cicalini, Antonio Maria Chiarelli, Piero Chiacchiaretta, David Perpetuini, Consuelo Rosa, Domenico Mastrodicasa, Martina d'Annibale, Stefano Trebeschi, Francesco Lorenzo Serafini, Giulio Cocco, Marco Narciso, Antonio Corvino, Sebastiano Cinalli, Domenico Genovesi, Paola Lanuti, Silvia Valentinuzzi, Damiana Pieragostino, Davide Brocco, Regina G H Beets-Tan, Nicola Tinari, Stefano L Sensi, Liborio Stuppia, Piero Del Boccio, Massimo Caulo, Andrea Delli Pizzi
Treatment response assessment of rectal cancer patients is a critical component of personalized cancer care and it allows to identify suitable candidates for organ-preserving strategies. This pilot study employed a novel multi-omics approach combining MRI-based radiomic features and untargeted metabolomics to infer treatment response at staging. The metabolic signature highlighted how tumor cell viability is predictively down-regulated, while the response to oxidative stress was up-regulated in responder patients, showing significantly reduced oxoproline values at baseline compared to non-responder patients (p-value < 10-4 )...
March 27, 2024: La Radiologia Medica