bioRxiv · 10.1101/2024.05.27.595990
Molecular Display of the Animal Meta-Venome for Discovery of Novel Therapeutic Peptides
Abstract
Animal venoms, distinguished by their unique structural features and potent bioactivities, represent a vast and relatively untapped reservoir of therapeutic molecules. However, limitations associated with extracting or expressing large numbers of individual venoms and venom-like molecules have precluded their therapeutic evaluation via high throughput screening. Here, we developed an innovative computational approach to design a highly diverse library of animal venoms and "metavenoms". We employed programmable M13 hyperphage display to preserve critical disulfide-bonded structures for highly parallelized single-round biopanning with quantitation via high-throughput DNA sequencing. Our approach led to the discovery of Kunitz type domain containing proteins that target the human itch receptor Mas-related G protein-coupled receptor X4 (MRGPRX4), which plays a crucial role in itch perception. Deep learning-based structural homology mining identified two endogenous human homologs, tissue factor pathway inhibitor (TFPI) and serine peptidase inhibitor, Kunitz type 2 (SPINT2), which exhibit agonist-dependent potentiation of MRGPRX4. Highly multiplexed screening of animal venoms and metavenoms is therefore a promising approach to uncover new drug candidates.
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Hsiao, M.-H., Miao, Y., Liu, Z., Schutze, K., Limjunyawong, N., Chien, D. C.-C., Monteiro, W. D., Chu, L.-S., Morgenlander, W., Jayaraman, S., Jang, S.-e., Gray, J. J., Zhu, H., Dong, X., Steinegger, M., Larman, H. B.. 2024-05-27. Molecular Display of the Animal Meta-Venome for Discovery of Novel Therapeutic Peptides. https://doi.org/10.1101/2024.05.27.595990
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