ArticlePloS one2024
Disulfide-constrained peptide scaffolds enable a robust peptide-therapeutic discovery platform.
Article in PloS one, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 13 citations in OpenAlex.
- Development of LRRC15-binding disulfide-constrained peptides for PET imaging of cancer-associated fibroblasts.Nature communications · 2026Article
- A Machine Learning-Enabled Venom Peptide Platform for Rapid Drug Discovery.Pharmaceuticals (Basel, Switzerland) · 2026Article
- De novo discovery of bicyclic cysteine-rich peptides targeting gasdermin D.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Selective and Potent Peptide Binders of RNF43 for Wnt Signaling Inhibition.ACS central science · 2025Article
- Systematic Determination of the Impact of Structural Edits on Peptide Accumulation into Mycobacteria.ACS chemical biology · 2025Article
- Rational computational design and development of an immunogenic multiepitope vaccine incorporating transmembrane proteins of Fusobacterium necrophorum.Scientific reports · 2025Article
- Rapid prediction of key residues for foldability by machine learning model enables the design of highly functional libraries with hyperstable constrained peptide scaffolds.PLoS computational biology · 2024Article
- Reconstitution of the alternative pathway of the complement system enables rapid delineation of the mechanism of action of novel inhibitors.The Journal of biological chemistry · 2024Article
- A phage-displayed disulfide constrained peptide discovery platform yields novel human plasma protein binders.PloS one · 2024Article
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Peptides present an alternative modality to immunoglobulin domains or small molecules for developing therapeutics to either agonize or antagonize cellular pathways associated with diseases. However, peptides often suffer from poor chemical and physical stability, limiting their therapeutic potential. Disulfide-constrained peptides (DCP) are naturally occurring and possess numerous desirable properties, such as high stability, that qualify them as drug-like scaffolds for peptide therapeutics. DCPs contain loop regions protruding from the core of the molecule that are amenable to peptide engineering via direct evolution by use of phage display technology. In this study, we have established a robust platform for the discovery of peptide therapeutics using various DCPs as scaffolds. We created diverse libraries comprising seven different DCP scaffolds, resulting in an overall diversity of 2 x 1011. The effectiveness of this platform for functional hit discovery has been extensively evaluated, demonstrating a hit rate comparable to that of synthetic antibody libraries. By utilizing chemically synthesized and in vitro folded peptides derived from selections of phage displayed DCP libraries, we have successfully generated functional inhibitors targeting the HtrA1 protease. Through affinity maturation strategies, we have transformed initially weak binders against Notch2 with micromolar Kd values to high-affinity ligands in the nanomolar range. This process highlights a viable hit-to-lead progression. Overall, our platform holds significant potential to greatly enhance the discovery of peptide therapeutics.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.