BayeDEM, upon application to osteosarcoma datasets, demonstrated unparalleled accuracy in modelling the correlation between transcriptomic data and the mitophagy phenotype, identifying CERS1 as a critical gene regulating mitophagy in osteosarcoma. The gene discussed is CERS1; the disease is osteosarcoma.