Preclinical evidence indicates that IL-1 inflammatory signaling suppresses bone marrow mesenchymal stromal cells (MSCs) from secreting stem cell factor (SCF), leading to failure of their hematopoietic supportive capacity, and that the interleukin-1 receptor antagonist (IL-1Ra, Anakinra) can reverse this process. Sustained low-level IL-1 signaling also drives hematopoietic stem cell (HSC) dysfunction, including progression of clonal hematopoiesis and transformation to myelodysplastic syndrome (MDS) or acute myeloid leukemia (AML). A prior phase 2 trial of IL-1 inhibition in lower-risk MDS demonstrated hematologic improvement without an increased risk of leukemic transformation. Based on these findings, this study hypothesizes that early administration of Anakinra after allogeneic hematopoietic stem cell transplantation (allo-HSCT) in patients with MDS, by inhibiting IL-1β signaling, improving the bone marrow microenvironment, and reducing the occurrence of poor graft function (PGF), does not increase the risk of post-transplant relapse. The study comprises two parts: a dose-escalation phase to determine the maximum tolerated dose (MTD) / recommended phase 2 dose (RP2D) of Anakinra in post-allo-HSCT patients, and an efficacy-validation phase to evaluate the preventive effect of Anakinra at the RP2D on PGF.