The present invention relates a novel compound represented by the following Formula 3 or Formula 5, and a pharmaceutical composition having superior anti-inflammatory effect comprising the above. The above compound inhibits the translocation of HMGB1 form nucleus to cytosol, and then has remarkable effect of treating or preventing inflammatory disease, especially sepsis.