This study investigates the role of S100a9 in Myelodysplastic Syndromes (MDS) and finds that S100a9 induces apoptosis in MDS clone cells and rescues exhausted CD8+ T cells via the PI3K/AKT/mTOR signaling pathway. S100a9 downregulates PD-1/PD-L1 expression, and PD-L1 is significantly elevated in high-risk MDS mouse models, suggesting S100a9 deficiency accelerates tumor escape. The findings indicate that S100a9 may inhibit MDS-associated tumor escape through PD-1/PD-L1 blockade, with potential therapeutic implications for high-risk MDS patients.