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Helical structure motifs made searchable for functional peptide design

Author

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  • Cheng-Yu Tsai

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University
    Graduate Institute of Medical Genomics and Proteomics, National Taiwan University College of Medicine
    National Taiwan University Hospital)

  • Emmanuel Oluwatobi Salawu

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University
    Institute of Information Sciences, Academia Sinica
    Amazon Web Services (AWS))

  • Hongchun Li

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University
    Chinese Academy of Sciences
    Xiamen University
    School of Medicine, University of Pittsburgh)

  • Guan-Yu Lin

    (Institute of Molecular and Cellular Biology, National Tsing Hua University)

  • Ting-Yu Kuo

    (Institute of Molecular and Cellular Biology, National Tsing Hua University)

  • Liyin Voon

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University)

  • Adarsh Sharma

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University)

  • Kai-Di Hu

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University)

  • Yi-Yun Cheng

    (Praexisio Taiwan Inc.)

  • Sobha Sahoo

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University)

  • Lutimba Stuart

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University)

  • Chih-Wei Chen

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University)

  • Yuan-Yu Chang

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University
    Praexisio Taiwan Inc.)

  • Yu-Lin Lu

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University)

  • Simai Ke

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University)

  • Christopher Llynard D. Ortiz

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University
    Institute of Biological Chemistry, Academia Sinica
    National Tsing Hua University)

  • Bai-Shan Fang

    (Xiamen University
    Xiamen University)

  • Chen-Chi Wu

    (National Taiwan University Hospital
    National Taiwan University Hospital Hsin-Chu Branch)

  • Chung-Yu Lan

    (Institute of Molecular and Cellular Biology, National Tsing Hua University
    National Tsing Hua University)

  • Hua-Wen Fu

    (Institute of Molecular and Cellular Biology, National Tsing Hua University
    National Tsing Hua University)

  • Lee-Wei Yang

    (Institute of Bioinformatics and Structural Biology, National Tsing Hua University
    Institute of Information Sciences, Academia Sinica
    National Center for Theoretical Sciences
    National Tsing Hua University)

Abstract

The systematic design of functional peptides has technological and therapeutic applications. However, there is a need for pattern-based search engines that help locate desired functional motifs in primary sequences regardless of their evolutionary conservation. Existing databases such as The Protein Secondary Structure database (PSS) no longer serves the community, while the Dictionary of Protein Secondary Structure (DSSP) annotates the secondary structures when tertiary structures of proteins are provided. Here, we extract 1.7 million helices from the PDB and compile them into a database (Therapeutic Peptide Design database; TP-DB) that allows queries of compounded patterns to facilitate the identification of sequence motifs of helical structures. We show how TP-DB helps us identify a known purification-tag-specific antibody that can be repurposed into a diagnostic kit for Helicobacter pylori. We also show how the database can be used to design a new antimicrobial peptide that shows better Candida albicans clearance and lower hemolysis than its template homologs. Finally, we demonstrate how TP-DB can suggest point mutations in helical peptide blockers to prevent a targeted tumorigenic protein-protein interaction. TP-DB is made available at http://dyn.life.nthu.edu.tw/design/ .

Suggested Citation

  • Cheng-Yu Tsai & Emmanuel Oluwatobi Salawu & Hongchun Li & Guan-Yu Lin & Ting-Yu Kuo & Liyin Voon & Adarsh Sharma & Kai-Di Hu & Yi-Yun Cheng & Sobha Sahoo & Lutimba Stuart & Chih-Wei Chen & Yuan-Yu Cha, 2022. "Helical structure motifs made searchable for functional peptide design," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-021-27655-0
    DOI: 10.1038/s41467-021-27655-0
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