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Molecular Display of the Animal Meta-Venome for Discovery of Novel Therapeutic Peptides

  • Meng Hsuan Hsiao
  • , Yang Miao
  • , Zixing Liu
  • , Konstantin Schütze
  • , Nathachit Limjunyawong
  • , Daphne Chun Che Chien
  • , Wayne Denis Monteiro
  • , Lee Shin Chu
  • , William Morgenlander
  • , Sahana Jayaraman
  • , Sung Eun Jang
  • , Jeffrey J. Gray
  • , Heng Zhu
  • , Xinzhong Dong
  • , Martin Steinegger
  • , H. Benjamin Larman
  • Johns Hopkins University School of Medicine
  • Johns Hopkins University
  • Johns Hopkins University Krieger School of Arts and Sciences
  • School of Biological Sciences
  • Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins
  • Seoul National University

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

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 comprehensively constructing and expressing highly complex venom and venom-like molecule libraries 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 used 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 member X4, 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 Mas-related G-protein coupled receptor member X4. Highly multiplexed screening of animal venoms and metavenoms is therefore a promising approach to uncover new drug candidates.

Original languageEnglish
Article number100901
JournalMolecular and Cellular Proteomics
Volume24
Issue number2
DOIs
Publication statusPublished - 2025

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