The seeds of Raphanus sativus L. (RSL) have long been used as anti-inflammatory traditional medicine. However, scientific bases for the purported potential of the medicine and the associated mechanisms were barely defined. This study investigated the effects of RSL seeds on lipopolysaccharide (LPS)-stimulated inflammatory responses in vitro and in vivo. Treatment with 100 μg/ml ethyl acetate fraction (REF), which was isolated from water extract of the seeds, significantly inhibited LPS-stimulated production of nitric oxide (P < 0.05), interleukin-6 (P < 0.001), and tumor necrosis factor (TNF)-α (P < 0.001) in RAW264.7 cells. Oral supplementation with 30 mg/kg REF protected mice by 90% against LPS-induced septic death and prevented the increases of serum TNF-α and interferon-γ levels in LPS-injected mice. When REF was divided into four sub-fractions (REF-F1-F4), REF-F3 showed the greatest activity to suppress LPS-stimulated production of inflammatory mediators. We subsequently isolated an active fraction from the REF-F3 and identified sinapic acid as the main constituent. The addition of 50 μg/ml active fraction markedly inhibited LPS-stimulated production of inflammatory mediators by suppressing p38 MAPK and nuclear factor-κB activation. Furthermore, supplementation with the active fraction (10 mg/kg) improved the survival rate of LPS-injected mice by 80% of the untreated control. Additional experiments revealed that sinapic acid was the active component responsible for the anti-inflammatory potential of RSL seeds. Collectively, our current results suggest that both RSL seeds and sinapic acid may be attractive materials for treating inflammatory disorders caused by endotoxins.