PML and cancer: We anticipate that this review will serve as a systematic reference for researchers in this domain by compiling recent advancements in PML-related multi-omics research, while also offering novel perspectives on leveraging multi-omics technologies and computational approaches to elucidate the biological foundations of premalignant states and develop innovative cancer prevention strategies.