Journal: The EMBO Journal
Article Title: Host cell and viral protease targets of human SERPINs identified by in silico docking
doi: 10.1038/s44318-025-00546-6
Figure Lengend Snippet: ( A ) Schematic of in-silico docking screen workflow. A panel of 48 respiratory proteases and 10 SERPINs upregulated upon viral infection were assembled. 3D structures were generated, with annotated protease active sites and SERPIN reactive center loops (RCLs). SERPIN-protease docking was performed using HADDOCK, guiding the RCL into the protease active site, and obtaining raw HADDOCK scores to reflect predicted binding energies. The dataset was normalized to the mean, and thresholds set for high-confidence in-silico binders (mean of positive controls) and high-confidence in-silico non-binders (mean of negative controls). Top-scoring complexes of interest were visually assessed for 3D RCL fit, exosite formation, and the positioning of protease active residues relative to SERPIN P4-P4’ residues. ( B ) Heatmap of docking results, with z-scores centered to the mean of control SERPIN-protease pairs and normalized for each SERPIN. The darker the red, the more favorable the binding energies. LEI leukocyte elastase inhibitor encoded by SERPINB1 , PAI-2 plasminogen activator inhibitor 2 encoded by SERPINB2 , Leupin encoded by SERPINB4 , PI-8 protease inhibitor 8 encoded by SERPINB8 , CAP-3 cytoplasmic anti-protease 3 encoded by SERPINB9 , Bomapin encoded by SERPINB10 , Headpin encoded by SERPINB13, ATIII antithrombin 3 encoded by SERPINC1, PAI-1 plasminogen activator inhibitor 1 encoded by SERPINE1, C1-INH C1 inhibitor encoded by SERPING1 . V validated pairs in vitro as shown in Fig. . ( C ) Normalized HADDOCK scores of PAI-1 with its positive controls (thrombin, active TMPRSS2, trypsin, kallikrein, uPA), negative controls (furin, uPA to PAI-1 P4-P4’ alanine substitutions, and uPA to PAI-1 P1 mutant R346A), the TMPRSS2 zymogen (TMPRSS2-z), and cathepsins. Green dotted line (mean of all positive controls in the in-silico screen) is the threshold for high-confidence binders; red dotted line (mean of all negative controls in the in-silico screen) is the threshold for high-confidence non-binders. Symbols: triangles, trypsin-like proteases; circles, subtilisin-like proteases; split circle, thrombin; hexagon, kallikreins; diamonds, cathepsins; light blue inactive serine protease, inactive; blue, serine proteases; yellow, cysteine proteases; salmon, aspartic proteases. Blue, serine proteases; yellow, cysteine proteases; red, aspartic proteases. ( D – F ) Docking structures of top-scoring complexes for PAI-1 with TMPRSS2 (zymogen), PAI-1 with TMPRSS2 (active) and CTSL, respectively. .
Article Snippet: TMPRSS2 Activity Assay Kit , BPS Bioscience , #78083.
Techniques: In Silico, Infection, Generated, Binding Assay, Control, Protease Inhibitor, In Vitro, Mutagenesis