First, the top 150 commonly upregulated genes detected by the RRHO analysis of both IFNα-exposed EndoC-βH1 cells and beta cells from T1D individuals were selected (Supplementary Fig. 2d and Fig. 7a) to query the Connectivity Map database49. Here, IFNA17 is linked to type 1 diabetes mellitus.