Obesity is a health problem worldwide, and brown adipose tissue (BAT) is important for energy expenditure. Here, we explored the role of leukotriene A4 hydrolase (LTA4H), a key enzyme in the synthesis of the lipid mediator leukotriene B4 (LTB4), in diet‐induced obesity. LTA4H‐deficient (LTA4H‐KO) mice fed a high‐fat diet (HFD) showed a lean phenotype, and bone‐marrow transplantation studies revealed that LTA4H‐deficiency in non‐hematopoietic cells was responsible for this lean phenotype. LTA4H‐KO mice exhibited greater energy expenditure, but similar food intake and fecal energy loss. LTA4H‐KO BAT showed higher expression of thermogenesis‐related genes. In addition, the plasma thyroid‐stimulating hormone and thyroid hormone concentrations, as well as HFD‐induced catecholamine secretion, were higher in LTA4H‐KO mice. In contrast, LTB4 receptor (BLT1)‐deficient mice did not show a lean phenotype, implying that the phenotype of LTA4H‐KO mice is independent of the LTB4/BLT1 axis. These results indicate that LTA4H mediates the diet‐induced obesity by reducing catecholamine and thyroid hormone secretion.