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BACKGROUND AND PURPOSE Renal fibrosis is a common feature of chronic kidney disease. Myeloid fibroblasts and macrophages contribute significantly to the pathogenesis of renal fibrosis. However, the molecular mechanisms underlying myeloid fibroblast activation and macrophage polarization are not fully understood. In this study, we examined the role of JMJD3 in myeloid fibroblast activation, macrophage polarization, and renal fibrosis development in a preclinical model of obstructive nephropathy. EXPERIMENTAL APPROACH To examine the role of JMJD3 in renal fibrosis, we generated mice with global or myeloid cell-specific deletion of JMJD3, and we treated wild-type mice with vehicle or GSK-J4, a selective JMJD3 inhibitor. Mice were subjected to unilateral ureteral obstructive injury to induced renal fibrosis. KEY RESULTS JMJD3 expression was significantly increased in the kidneys during the development of renal fibrosis, which was associated with an increase in H3K27 dimethylation. Mice with global or myeloid JMJD3 deficiency exhibited significantly reduced total collagen deposition and extracellular matrix protein production, myeloid fibroblast activation, and M2 macrophage polarization in the obstructed kidney. Moreover, IFN regulatory factor 4, a mediator of M2 macrophage polarization, was significantly induced in the obstructed kidneys, which was abolished by JMJD3 deficiency. Furthermore, pharmacological inhibition of JMJD3 with GSK-J4 attenuated kidney fibrosis, reduced myeloid fibroblast activation, and suppressed M2 macrophage polarization in the obstructed kidney. CONCLUSION AND IMPLICATIONS Our study identifies JMJD3 as a critical regulator of myeloid fibroblast activation, macrophage polarization, and renal fibrosis development. Therefore, JMJD3 may represent a promising therapeutic target for chronic kidney disease.