Hydrogen sulfide (H 2 S) is an important signaling molecule whose up-and down-regulation have specific biological consequences.A lthough significant advances in H 2 S up-regulation, by the development of H 2 Sd onors,h ave been achieved in recent years,p recise H 2 Sd own-regulation is still challenging.T he lacko fp otent/specific inhibitors for H 2 Sproducing enzymes contributes to this problem. We expect the development of H 2 Ss cavengers is an alternative approach to address this problem. Since chemical sensors and scavengers of H 2 Ss hare the same criteria, we constructed aH 2 Ss ensor database,w hichs ummarizes key parameters of reported sensors.Data-driven analysis led to the selection of 30 potential compounds.Further evaluation of these compounds identified ag roup of promising scavengers,b ased on the sulfonyl azide template.T he efficiency of these scavengers in in vitro and in vivo experiments was demonstrated.