In Silico Safety Assessment of Bacillus Isolated from Polish Bee Pollen and Bee Bread as Novel Probiotic Candidates.
Ahmer Bin HafeezKarolina PełkaRandy W WoroboPiotr SzwedaPublished in: International journal of molecular sciences (2024)
Bacillus species isolated from Polish bee pollen (BP) and bee bread (BB) were characterized for in silico probiotic and safety attributes. A probiogenomics approach was used, and in-depth genomic analysis was performed using a wide array of bioinformatics tools to investigate the presence of virulence and antibiotic resistance properties, mobile genetic elements, and secondary metabolites. Functional annotation and Carbohydrate-Active enZYmes (CAZYme) profiling revealed the presence of genes and a repertoire of probiotics properties promoting enzymes. The isolates BB10.1, BP20.15 (isolated from bee bread), and PY2.3 (isolated from bee pollen) genome mining revealed the presence of several genes encoding acid, heat, cold, and other stress tolerance mechanisms, adhesion proteins required to survive and colonize harsh gastrointestinal environments, enzymes involved in the metabolism of dietary molecules, antioxidant activity, and genes associated with the synthesis of vitamins. In addition, genes responsible for the production of biogenic amines (BAs) and D-/L-lactate, hemolytic activity, and other toxic compounds were also analyzed. Pan-genome analyses were performed with 180 Bacillus subtilis and 204 Bacillus velezensis genomes to mine for any novel genes present in the genomes of our isolates. Moreover, all three isolates also consisted of gene clusters encoding secondary metabolites.
Keyphrases
- bacillus subtilis
- genome wide
- genome wide identification
- dna methylation
- single cell
- bioinformatics analysis
- ms ms
- copy number
- genome wide analysis
- genetic diversity
- growth factor
- escherichia coli
- molecular docking
- staphylococcus aureus
- pseudomonas aeruginosa
- gene expression
- biofilm formation
- transcription factor
- high throughput
- rna seq
- high resolution
- cell migration
- stress induced
- cell adhesion