In silico docking screen identifies airway host protease targets for human SERPINs
Rodriguez Galvan, J. J.; de Vries, M.; Fisher, A.; Prescott, R. A.; Crosse, K. M.; Duerr, R.; Dittmann, M.
Show abstract
Serine Protease Inhibitors (SERPINs) regulate protease activity in various physiological processes such as inflammation, cancer metastasis, angiogenesis, and neurodegenerative diseases. However, their potential in combating viral infections, where proteases are also crucial, remains underexplored. This is due to our limited understanding of SERPIN expression during viral-induced inflammation and of the SERPINs full spectrum of target proteases. Here, we demonstrate widespread expression of human SERPINs in response to respiratory virus infections, both in vitro and in vivo, alongside classical antiviral effectors. Through comprehensive in-silico docking with full-length SERPIN and protease 3D structures, we confirm known inhibitors of specific proteases; more importantly, the results predict novel SERPIN-protease interactions. Experimentally, we validate the direct inhibition of key proteases essential for viral life cycles, including the SERPIN PAI-1s capability to inhibit select cysteine proteases such as cathepsin L, and the serine protease TMPRSS2. Consequently, PAI-1 suppresses spike maturation and multi-cycle SARS-CoV-2 replication. Our findings challenge conventional notions of SERPIN selectivity, underscore the power of in-silico docking for SERPIN target discovery, and offer potential therapeutic interventions targeting host proteolytic pathways to combat viruses with urgent unmet therapeutic needs. SIGNIFICANCESerine protease inhibitors (SERPINs) play crucial roles in various physiological processes, including viral infections. However, our comprehension of the full array of proteases targeted by the SERPIN family has traditionally been limited, hindering a comprehensive understanding of their regulatory potential. We developed an in-silico docking platform to identify new SERPIN target proteases expressed in the respiratory tract, a critical viral entry portal. The platform confirmed known and predicted new targets for every SERPIN examined, shedding light on previously unrecognized patterns in SERPIN selectivity. Notably, both key proteases for SARS-CoV-2 maturation were among the newly predicted targets, which we validated experimentally. This underscores the platforms potential in uncovering targets with significance in viral infections, paving the way to define the full potential of the SERPIN family in infectious disease and beyond.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Mutation Y453F in the spike protein of SARS-CoV-2 enhances interaction with the mink ACE2 receptor for host adaption 96%
- Single B cell transcriptomics identifies multiple isotypes of broadly neutralizing antibodies against flaviviruses 95%
- Inducible CRISPR activation screen for interferon-stimulated genes identifies OAS1 as a SARS-CoV-2 restriction factor 95%
Similar papers in this journal
- Protective effect and molecular mechanisms of human non-neutralizing cross-reactive spike antibodies elicited by SARS-CoV-2 mRNA vaccination 95%
- The Hypoxia-regulated Ectonucleotidase CD73 is a Host Determinant of HIV Latency 95%
- Signatures of omicron-like adaptation in early SARS-CoV-2 variants and chronic infection 95%
Similar papers in this journal
- Functional and antigenic characterization of SARS-CoV-2 spike fusion peptide by deep mutational scanning 96%
- Saudi Arabian SARS-CoV-2 genomes implicate a mutant Nucleocapsid protein in modulating host interactions and increased viral load in COVID-19 patients 96%
- Characterization and structural basis of a lethal mouse-adapted SARS-CoV-2 96%
Similar papers in this journal
- Determinants of species-specific utilization of ACE2 by human and animal coronaviruses 96%
- Structure and function of a cross-neutralizing influenza neuraminidase antibody that accommodates recent N2 NA Asn245 glycosylation 96%
- SARS-CoV-2 infection induces a pro-inflammatory cytokine response through cGAS-STING and NF-κB 96%
Similar papers in this journal
- ADNKA overcomes SARS-CoV2-mediated NK cell inhibition through non-spike antibodies 95%
- Identification of a conserved neutralizing epitope present on spike proteins from all highly pathogenic coronaviruses 95%
- SARS-CoV-2 selectively mimics a cleavable peptide of human ENaC in a strategic hijack of host proteolytic machinery 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.