Genomic Analysis of Antibiotics and Secondary Metabolites Biosynthetic Genes Clusters in Bacillus cereus Group
DOI:
https://doi.org/10.54987/jobimb.v12i2.1067Keywords:
Clusters, Bioinformatics, Genome, Antibiotics, Secondary metabolitesAbstract
Genome mining of the Bacillus cereus group using bioinformatic web resource was conducted to explore the antibiotic potentials of this highly similar group of bacteria. Bacillus cereus group consists of eight closely related Bacillus species, they are gram-positive, spore-forming, aerobic, facultative anaerobic rod-shaped bacteria, and they have low G+C-content when compared with B. subtilis. They include B. cereus, B. anthracis, B. thuringiensis, B. mycoides, B. pseudomycoides B. weihenstephanensis, B. cytotoxicus, B. toyonensis. The genera Bacillus are known to produce antibiotic compounds through biosynthetic gene clusters in their genome which are responsible for the formation of single or multiple natural specialized products. In the present study, whole genome sequences of Eight strains representing each of the B. cereus group bacteria: B. cereus NC7401, B. anthracis strain STI1, B. thuringiensis strain TG-5, B. pseudomycoides strain 219298, B. mycoides strain Gnyt1, B. cytotoxicus strain E8.1, B. toyonensis strain UTDF19-29B and B. weihenstephanensis strain WSBC 10204 were retrieved from GeneBank database of the National Center For Biotechnology Information (NCBI). The genomic data was analyzed for antibiotic and secondary metabolites biosynthetic gene clusters (BGCs) using antibiotic and secondary metabolites analysis shell version 4.0 (antiSMASH 4.0) pipeline with default parameters. The average size of the genome was approximately 5.035 mb, however, Bacillus weihenstephanensis strain WSBC 10204 has the highest genome size of 5,608,349 bp. The findings of this study identified and reported up to 76 biosynthetic gene clusters in the 8 genomes of the B. cereus group. These clusters were classified into 14 different BGCs, which include 14 RiPP-like, 16 NRPS, 8 NPR-metallophore, 8 betalactone. Comparatively, RRE-containing, Type I polyketides synthase (T1PKS), and Ras-RiPP clusters were scarce across the 8 genomes, and they are only found in the genome of B. cytotoxicus. Similarly, there are 33 (49.25%) unknown clusters for which no known homologous or similar BGCs could be identified, this revealed the potential novelty associated with these clusters.
References
Put H, Gerstmans H, Vande CH, Faarten F, Michiels J, Masschelein J. Bacillus subtilis as a host for natural product discovery and engineering of biosynthetic gene clusters. Nat Prod Rep. 2024; 3-7. DOI :10.1039/d3np00065f.
Meesil W, Paramaporn M, Sutthirat S, Triwit R, Narisara C, Ricardo AR, et al. Genome mining reveals novel biosynthetic gene clusters in entomopathogenic bacteria. Sci Rep. 2023; 13:20764-9. DOI:10.1038/s41598-023-47121-9.
Grubbs KJ, Bleich RM, Santa Maria KC, Allen SE, Farag S, Ag-Biome T, et al. Large-scale bioinformatics analysis of Bacillus genomes uncovers conserved roles of natural products in bacterial physiology. Mol Biol Physiol. 2017; 2(6):1-16. DOI:10.1128/mSystems.00040-17.
Liming X, Youzhi M, Ali C, Yan L, Zihao L, Xinli S, et al. Biosynthetic gene cluster profiling predicts the positive association between antagonism and phylogeny in Bacillus. Nat Commun. 2022;13:1023. DOI:10.1038/s41467-022-28668-z.
Hu D, Sun C, Jin T, Fan G, Mok KM, Li K, et al. Exploring the potential of antibiotic production from rare actinobacteria by whole-genome sequencing and guided MS/MS analysis. Front Microbiol. 2020; 11:1540. DOI:10.3389/fmicb.2020.01540.
Martina A, Marius S, Evi S, Nadine, Peter S. Mining bacterial genomes for secondary metabolite gene clusters. Methods Mol Biol. 2017; 1520:9-21. DOI:10.1007/978-1-4939-6634-9.
Ehling-Schulz M, Theresa MK, Didier L. The Bacillus cereus group: Bacillus species with pathogenic potential. Microbiol Spectr. 2019;7(3):2-6. DOI: 10.1128/microbiolspec.GPP3-0032.
Carroll M, Rachel AC, Martin W A, Jasna K. Keeping up with the Bacillus cereus group: taxonomy through the genomics era and beyond. Crit Rev Food Sci Nutr. 2022;62(28):7677-702. DOI:10.1080/10408398.2021.1916735.
Anderson I, Alexei S, Vinayak K, Gary R, Anamitra B, Natalia M, et al. Comparative genome analysis of Bacillus cereus group genomes with Bacillus subtilis. FEMS Microbiol Lett. 2005; 250:175-84.
Yahya G, Ebada A, Khalaf EM, Mansour B, Nouh NA, Mosbah RA, et al. Soil-associated Bacillus species: a reservoir of bioactive compounds with potential therapeutic activity against human pathogens. Microorganisms. 2021;9(1131):2-18. DOI: 10.3390/microorganisms9061131
Lee N, Hwang S, Kim J, Cho S, Palsson B, Cho BK. Mini-review: genome mining approaches for the identification of secondary metabolite biosynthetic gene clusters in Streptomyces. Comput Struct Biotechnol J. 2020;18:1548-56. DOI:10.1016/j.csbj.2020.06.024.
Kai B, Simon S, Marnix HM, Tilmann W. The antiSMASH database version 4: additional genomes and BGCs, new sequence-based searches and more. Nucleic Acids Res. 2023. DOI:10.1093/nar/gkad984.
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Copyright (c) 2024 Tasiu Mahmud, Ibrahim Alhaji Sabo, Yahaya Ubah Ya'u, Farida Isah El-hassan

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