ZUP1 and lung carcinoma: As activity-based protein profiling can determine DUB activities in different pathophysiological conditions63,64, we chose to profile USP18 activity in lung carcinoma cell lines based on the analysis of expression and gene effect observed from the Broad DepMap database (Supplementary Fig. 11A).