BACKGROUNDKLF15 is involved in cardiovascular disease processes by regulating vascular remodeling and metabolic disorders. Macrophages mediate the inflammatory response in deep vein thrombosis (DVT) by secreting inflammatory cytokines and modulating the fibrinolytic system. Therefore, this study aims to discuss the effect of KLF15 on macrophage polarization in DVT.METHODSIn vivo, a DVT animal model was used to assess KLF15 expression and macrophage polarization. In vitro, PMA-treated THP-1 cells with KLF15 overexpression were differentiated into M1- and M2-like macrophages, with polarization markers analyzed by molecular and cellular assays.RESULTSIn vivo experiments, levels of KLF15, iNOS, CD206, IL-1β, IL-6, IL-10 and TGF-β were increased in the DVT animal model. In vitro experiments, KLF15 overexpression augmented iNOS, CD86, IL-12, TNF-α, IL-1β, and IL-6 levels in M1-like macrophages. Additionally, KLF15 overexpression diminished CD206, IL-10, ARG1, IL-10 and TGF-β levels in M2-like macrophages. In CUT&Tag, peaks bound to KLF15 and lgG were mainly located in the promoter and intronic regions, and KLF15 protein bound more peaks than lgG near the TSS site. YY1, EIF4E, LCK, HMGB1, GPD2, MORF4L1, HIPK2 and NEK2 were hub genes in the peaks that bind to KLF15. ChIP assay confirmed that KLF15 bound the NEK2 promoter in M1-like macrophages and enhanced its transcription and NF-κB pathway activity.CONCLUSIONKLF15 facilitates M1 macrophage polarization in DVT via the NEK2/NF-κB pathway, highlighting its potential as a therapeutic target for DVT management. Future studies are warranted to explore its clinical applicability and mechanistic nuances.