It is noteworthy that our model revealed an intriguing observation: in ovarian cancer, the high-risk group stratified by SRGs (sphingolipid-related genes) exhibited a strong correlation with an immunosuppressive tumour microenvironment characterised by elevated M2-polarised TAMs and reduced CD8+ T cell infiltration. Here, CD8A is linked to neoplasm.