Structural and Functional Enrichment Analyses for Antimicrobial Peptides

Int J Mol Sci. 2020 Nov 20;21(22):8783. doi: 10.3390/ijms21228783.

Abstract

Whether there is any inclination between structures and functions of antimicrobial peptides (AMPs) is a mystery yet to be unraveled. AMPs have various structures associated with many different antimicrobial functions, including antibacterial, anticancer, antifungal, antiparasitic and antiviral activities. However, none has yet reported any antimicrobial functional tendency within a specific category of protein/peptide structures nor any structural tendency of a specific antimicrobial function with respect to AMPs. Here, we examine the relationships between structures categorized by three structural classification methods (CATH, SCOP, and TM) and seven antimicrobial functions with respect to AMPs using an enrichment analysis. The results show that antifungal activities of AMPs were tightly related to the two-layer sandwich structure of CATH, the knottin fold of SCOP, and the first structural cluster of TM. The associations with knottin and TM Cluster 1 even sustained through the AMPs with a low sequence identity. Moreover, another significant mutual enrichment was observed between the third cluster of TM and anti-Gram-positive-bacterial/anti-Gram-negative-bacterial activities. The findings of the structure-function inclination further our understanding of AMPs and could help us design or discover new therapeutic potential AMPs.

Keywords: antifungal activities; enrichment analysis; knottin; structure–function relationships; two-layer sandwich architecture.

MeSH terms

  • Amino Acid Sequence
  • Animals
  • Anti-Bacterial Agents / chemistry*
  • Anti-Bacterial Agents / pharmacology
  • Antifungal Agents / chemistry*
  • Antifungal Agents / pharmacology
  • Antimicrobial Cationic Peptides / chemistry*
  • Antimicrobial Cationic Peptides / pharmacology
  • Antineoplastic Agents / chemistry*
  • Antineoplastic Agents / pharmacology
  • Antiparasitic Agents / chemistry*
  • Antiparasitic Agents / pharmacology
  • Antiviral Agents / chemistry*
  • Antiviral Agents / pharmacology
  • Binding Sites
  • Fungi / drug effects
  • Fungi / growth & development
  • Gram-Negative Bacteria / drug effects
  • Gram-Negative Bacteria / growth & development
  • Gram-Positive Bacteria / drug effects
  • Gram-Positive Bacteria / growth & development
  • Humans
  • Protein Binding
  • Protein Conformation, alpha-Helical
  • Protein Conformation, beta-Strand
  • Protein Folding
  • Protein Interaction Domains and Motifs
  • Structure-Activity Relationship

Substances

  • Anti-Bacterial Agents
  • Antifungal Agents
  • Antimicrobial Cationic Peptides
  • Antineoplastic Agents
  • Antiparasitic Agents
  • Antiviral Agents