While this study, for the first time, uncovers that ovarian cancer cells and MDSCs form a positive feedback loop through the SAA1-IL-1β axis to promote immune evasion, thereby providing a new target for ovarian cancer diagnosis and treatment, there are still some limitations. Here, SAA1 is linked to ovarian cancer.