In this study, which focuses on the treatment of granulosa cell tumors of the ovary through the combined action of a TRAIL-producing oncolytic virus and PAC-1 therapy, we employed machine learning (ML) algorithms to enhance the prediction of tumor dynamics. This evidence concerns the gene TNFSF10 and ovarian granulosa tumour.