Bioinformatic prospecting and phylogenetic analysis reveals 94 undescribed circular bacteriocins and key motifs

BMC Microbiol. 2020 Apr 6;20(1):77. doi: 10.1186/s12866-020-01772-0.

Abstract

Background: Circular bacteriocins are antimicrobial peptides produced by bacteria with a N and C termini ligation. They have desirable properties such as activity at low concentrations along with thermal, pH and proteolytic resistance. There are twenty experimentally confirmed circular bacteriocins as part of bacteriocin gene clusters, with transport, membrane and immunity proteins. Traditionally, novel antimicrobials are found by testing large numbers of isolates against indicator strains, with no promise of corresponding novel sequence.

Results: Through bioprospecting publicly available sequence databases, we identified ninety-nine circular bacteriocins across a variety of bacteria bringing the total to 119. They were grouped into two families within class I modified bacteriocins (i and ii) and further divided into subfamilies based on similarity to experimentally confirmed circular bacteriocins. Within subfamilies, sequences overwhelmingly shared similar characteristics such as sequence length, presence of a polybasic region, conserved locations of aromatic residues, C and N termini, gene clusters similarity, translational coupling and hydrophobicity profiles. At least ninety were predicted to be putatively functional based on gene clusters. Furthermore, bacteriocins identified from Enterococcus, Staphylococcus and Streptococcus species may have activity against clinically relevant strains, due to the presence of putative immunity genes required for expression in a toxin-antitoxin system. Some strains such as Paenibacillus larvae subsp. pulvifaciens SAG 10367 contained multiple circular bacteriocin gene clusters from different subfamilies, while some strains such as Bacillus cereus BCE-01 contained clusters with multiple circular bacteriocin structural genes.

Conclusions: Sequence analysis provided rapid insight into identification of novel, putative circular bacteriocins, as well as conserved genes likely essential for circularisation. This represents an expanded library of putative antimicrobial proteins which are potentially active against human, plant and animal pathogens.

Keywords: Antibiotics; Antimicrobial; Bioinformatics; Cluster analysis; Gram positive; Hydrophobicity; Immunity; Pathogen.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Bacteria / classification*
  • Bacteria / genetics
  • Bacteriocins / chemistry*
  • Bacteriocins / genetics*
  • Computational Biology / methods*
  • Data Mining
  • Databases, Genetic
  • Enterococcus / genetics
  • Enterococcus / isolation & purification
  • Hydrophobic and Hydrophilic Interactions
  • Multigene Family
  • Phylogeny
  • Sequence Analysis, DNA
  • Staphylococcus / genetics
  • Staphylococcus / isolation & purification
  • Streptococcus / genetics
  • Streptococcus / isolation & purification

Substances

  • Bacteriocins