| Literature DB >> 35208707 |
Phornphan Sornchuer1,2, Kritsakorn Saninjuk3, Parisa Prathaphan2, Rattana Tiengtip4, Suphot Wattanaphansak3.
Abstract
Members of the Bacillus cereus group are considered to be foodborne pathogens commonly associated with diarrheal and emetic gastrointestinal syndromes. Biofilm formation is a major virulence determinant of various pathogenic bacteria, including the B. cereus strains, since it can protect the bacteria against antimicrobial agents and the host immune response. Moreover, a biofilm allows the exchange of genetic material, such as antimicrobial resistance genes, among the different bacterial strains inside the matrix. The aim of the current study was to genotypically and phenotypically characterize Bacillus sp. B87, a strain that was isolated from food and which exhibited strong biofilm-forming capacity. Based on the analysis of the phylogenetic relationship, the isolate was phylogenetically mapped close to Bacillus pacificus. Antimicrobial susceptibility testing revealed that the isolate was resistant to tetracycline and β-lactam antimicrobial agents, which corresponded with the genotypic characterization using the whole-genome analysis. The genome of Bacillus sp. B87 carried the three-component non-hemolytic enterotoxin (NHE), which is a type of enterotoxin that causes diarrheal symptoms. In addition, the genome also contained several genes that participate in biofilm formation, including the pelDEADAFG operon. These findings expand our understanding of antimicrobial resistance and virulence in Bacillus species based on the link between genotypic and phenotypic characterization.Entities:
Keywords: Bacillus sp.; antimicrobial resistance; biofilm; virulence factors; whole-genome sequencing
Year: 2022 PMID: 35208707 PMCID: PMC8876208 DOI: 10.3390/microorganisms10020252
Source DB: PubMed Journal: Microorganisms ISSN: 2076-2607
Figure 1Biofilm formation assay of Bacillus sp. B87. Submerged biofilms of Bacillus sp. B87 and B. cereus ATCC 14579 were visualized via crystal violet staining. Data represent the mean of three independent experiments, each consisting of six internal replicates. Error bars indicate standard deviations. Statistical analysis includes Student’s paired t-test (* p < 0.01).
Antimicrobial susceptibility testing of Bacillus sp. B87.
| Category | Antimicrobial Agent | Interpretation |
|---|---|---|
| β-lactam | Ampicillin (10 µg) | R |
| Amoxicillin–clavulanic acid (20 µg/10 µg) | R | |
| Penicillin (10 U) | R | |
| Aminoglycosides | Gentamicin (10 µg) | S |
| Carbapenems | Imipenem (10 µg) | S |
| Glycopeptides | Vancomycin (30 µg) | S |
| Phenicols | Chloramphenicol (30 µg) | S |
| Fluoroquinolones | Ciprofloxacin (5 µg) | S |
| Tetracyclines | Tetracycline (30 µg) | R |
| Folate pathway inhibitors | Trimethoprim–sulfamethoxazole | S |
| Macrolides | Erythromycin (15 µg) | S |
S: Sensitive, R: Resistant.
Genomic features and annotation information of the chromosome of Bacillus sp. B87.
| Genome Features | Chromosome |
|---|---|
| Genome length (bp) | 5,448,163 |
| Protein-coding genes | 5661 |
| GC content (%) | 35.18 |
| The number of tRNA | 77 |
| The number of rRNA | 5 |
| Contigs | 117 |
| Contig L50 | 11 |
| Contig N50 | 161,893 |
Figure 2Circular representation of the Bacillus sp. B87 draft genome. Circular genome visualization was generated using the circular viewer of PATRIC. Outer to center: contigs, forward CDS, reverse CDS, non-CDS features, AMR genes, VF Genes, transporters, and drug targets. The two inner tracks are GC content and GC skew.
Figure 3Overview of the subsystem categories of the annotated draft whole genome of Bacillus sp. B87 from the RAST server. The pie chart shows the number of genes related to individual subsystems. The bar graph on the left reveals the subsystem coverage. The ratio of coding sequences annotated in the SEED subsystem (33%) and outside of the SEED subsystem (67%) is indicated.
Figure 4Phylogenetic analysis of Bacillus sp. B87. (A) The codon tree method selects single-copy PATRIC PGFams and analyzes aligned proteins and coding DNA from single-copy genes using the program RAxML. (B,C) TYGS results of Bacillus sp. B87 based on 16S rRNA gene (B) and whole-genome (C) sequences.
AMR genes prediction of Bacillus sp. B87 based on NDARO and CARD databases.
| Genes | Product | Source ID | Source Organism |
|---|---|---|---|
| CARD database | |||
| Translation elongation factor Tu | YP_006374661.1 | ||
|
| Class A beta-lactamase (EC 3.5.2.6) | AAR20595.1 |
|
|
| Fosfomycin resistance protein FosB | NP_831795.1 | |
|
| Subclass B1 beta-lactamase | AAA22562.1 |
|
|
| Thymidylate synthase (EC 2.1.1.45) | AAD01867.1 |
|
| NDARO database | |||
| Class A beta-lactamase (EC 3.5.2.6) | WP_063842248.1 |
| |
| Subclass B1 beta-lactamase | WP_000799223.1 | ||
| Fosfomycin resistance protein FosB | WP_000943763.1 |
| |
| Tetracycline resistance, MFS efflux pump => Tet(45) | WP_063855885.1 |
| |
Prediction of biofilm formation genes of Bacillus sp. B87 based on RASTtk in PATRIC.
| Biofilm Formation Genes | Product |
|---|---|
|
| Transcriptional repressor of |
|
| Autoinducer 2 (AI-2) kinase LsrK (EC 2.7.1.-) |
|
| Autoinducer 2 (AI-2) ABC transport system, membrane channel protein LsrD |
|
| Autoinducer 2 (AI-2) ABC transport system, membrane channel protein LsrC |
| Cupin domain protein in autoinducer 2 (AI-2)-related operon | |
| N-acyl homoserine lactone hydrolase | |
| 3-hydroxy-5-phosphonooxypentane-2,4-dione thiolase (EC 2.3.1.245) | |
| Autoinducer 2 (AI-2) ABC transporter, dimeric ATP-binding protein | |
| Autoinducer 2 (AI-2) ABC transporter, substrate-binding protein |
Identification of genes in Bacillus sp. B87 relevant to biofilm formation annotated using the KAAS database.
| KEGG Orthology | Genes | Protein Product |
|---|---|---|
| Biofilm transcriptional regulators | ||
| K06284 |
| AbrB family transcriptional regulator, transcriptional pleiotropic regulator of transition state genes |
| K03706 |
| Transcriptional pleiotropic repressor |
| K20480 |
| HTH-type transcriptional regulator, quorum-sensing regulator NprR |
| K20391 |
| HTH-type transcriptional regulator |
| K20390 |
| Regulatory peptide PapR |
| K06372 |
| Antagonist of SinR |
| K19449 |
| XRE family transcriptional regulator, master regulator for biofilm formation |
| K07699 |
| Two-component system, response regulator, stage 0 sporulation protein A |
| Matrix protein-encoding genes | ||
| K06336 |
| Spore coat-associated protein N |
| K13280 |
| Signal peptidase I |
| Putative matrix polysaccharide synthesis genes | ||
| K07705 |
| Two-component system, LytTR family, response regulator LytT |
| K00012 |
| UDPglucose 6-dehydrogenase |
| K21006 |
| Polysaccharide biosynthesis protein PelA |
| K21009 |
| Polysaccharide biosynthesis protein PelD |
| K21011 |
| Polysaccharide biosynthesis protein PelF |
| K21012 |
| Polysaccharide biosynthesis protein PelG |
| eDNA synthesis genes | ||
| K01939 |
| Adenylosuccinate synthase |
| K01923 |
| Phosphoribosylaminoimidazole-succinocarboxamide synthase |
| K23269 |
| Phosphoribosylformylglycinamidine synthase subunit PurL |
Figure 5Genetic organization of the pelDEA operon. The pelDEA operons were compared using the Easyfig tool with homologous clusters found in related species of the genus Bacillus. Arrows indicate the transcription direction of each CDS with different colors (red, sodA; green, amiS; light blue, pel; grey, galE; white, unknown function (ND)). The shade of gray indicates the degree of nucleotide sequence homology (%) according to BLASTN.
Prediction of genes related to virulence factor of Bacillus sp. B87 according to Victors and VFDB databases, and BTyper tool.
| Genes | Product | Source ID | Source Organism |
|---|---|---|---|
| Victors database | |||
|
| Superoxide dismutase [Mn] (EC 1.15.1.1) | 227818216 | |
|
| RNA polymerase sigma factor SigB | 227816152 | |
|
| Nitric oxide synthase oxygenase (EC 1.-.-.-) | 227818215 | |
|
| GTP-sensing transcriptional pleiotropic repressor CodY | 227813264 | |
|
| RecA protein | 15926868 | |
|
| Phosphonoacetaldehyde hydrolase (EC 3.11.1.1) | 47526609 | |
|
| Superoxide dismutase [Cu-Zn] precursor (EC 1.15.1.1) | 227817676 | |
|
| Superoxide dismutase [Mn] (EC 1.15.1.1) | 227817051 | |
|
| ATP-dependent Clp protease ATP-binding subunit ClpX | 227817253 | |
| VFDB database | |||
|
| Enterotoxin C | VFG016286 | |
|
| Immune inhibitor A, metalloprotease (EC 3.4.24.-) | VFG016338 | |
|
| Non-hemolytic enterotoxin lytic component L1 | VFG016278 | |
|
| Non-hemolytic enterotoxin A | VFG016270 | |
| BTyper tool | |||
|
| |||
|
| Enterotoxin | ||
|
| Diarrheal toxin |
| |
|
| 1-Phosphatidylinositol phosphodiesterase precursor | ||
|
| Enterotoxin/cell-wall binding protein | ||
|
| |||
|
| Immune inhibitor A precursor | ||
|
| Enterotoxin C | ||
|
| Cereolysin A |
| |
|
| |||
|
| Immune inhibitor A precursor | ||
|
| Non-hemolytic enterotoxin lytic component L2 | ||
|
| Non-hemolytic enterotoxin lytic component L1 | ||
|
| Cereolysin B | ||
|
| Phospholipase C | ||
|
| Sphingomyelinase C | ||
|
| Transcriptional regulator | ||