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Recent studies found that \u03b2-OHB inhibits the production of pro-inflammatory cytokines in macrophages, but its underlying molecular mechanisms have not yet been fully elucidated. Lysine \u03b2-hydroxybutyrylation (Kbhb), a post-translational modification mediated by \u03b2-OHB, plays a key role in regulating the expression and activity of modified proteins. However, whether macrophages undergo protein Kbhb and whether Kbhb modification regulates macrophage polarization remains largely unknown. In this study, treatment with \u03b2-OHB and ketone ester significantly decreased the lipopolysaccharide (LPS)-induced enhancement of the M1 phenotype of mouse bone marrow-derived macrophages (BMDMs), RAW264.7 cells, and peritoneal macrophages (PMs) in vitro and in vivo. Moreover, \u03b2-OHB treatment induced global protein Kbhb, which is associated with the regulation of macrophage M1 polarization. Proteome-wide Kbhb analysis in \u03b2-OHB-treated BMDMs revealed 3469 Kbhb modification sites within 1549 proteins, among which interleukin-12-responding proteins were significantly upregulated. Our results indicated that \u03b2-OHB regulated M1 macrophage polarization by inducing Kbhb modification of the signal transducer and activator of transcription 1 (STAT1) K679 site, which inhibited its LPS-induced phosphorylation and transcription. 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