Mining biosynthetic gene clusters in Virgibacillus genomes

Abstract Background Biosynthetic gene clusters produce a wide range of metabolites with activities that are of interest to the pharmaceutical industry. Specific interest is shown towards those metabolites that exhibit antimicrobial activities against multidrug-resistant bacteria that have become a g...

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Main Authors: Ghofran Othoum, Salim Bougouffa, Ameerah Bokhari, Feras F. Lafi, Takashi Gojobori, Heribert Hirt, Ivan Mijakovic, Vladimir B. Bajic, Magbubah Essack
Format: Article
Language:English
Published: BMC 2019-09-01
Series:BMC Genomics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12864-019-6065-7
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author Ghofran Othoum
Salim Bougouffa
Ameerah Bokhari
Feras F. Lafi
Takashi Gojobori
Heribert Hirt
Ivan Mijakovic
Vladimir B. Bajic
Magbubah Essack
spellingShingle Ghofran Othoum
Salim Bougouffa
Ameerah Bokhari
Feras F. Lafi
Takashi Gojobori
Heribert Hirt
Ivan Mijakovic
Vladimir B. Bajic
Magbubah Essack
Mining biosynthetic gene clusters in Virgibacillus genomes
BMC Genomics
Virgibacillus
Antimicrobial
Biosynthetic gene clusters
Genome-mining
Nonribosomal peptides
Polyketides
author_facet Ghofran Othoum
Salim Bougouffa
Ameerah Bokhari
Feras F. Lafi
Takashi Gojobori
Heribert Hirt
Ivan Mijakovic
Vladimir B. Bajic
Magbubah Essack
author_sort Ghofran Othoum
title Mining biosynthetic gene clusters in Virgibacillus genomes
title_short Mining biosynthetic gene clusters in Virgibacillus genomes
title_full Mining biosynthetic gene clusters in Virgibacillus genomes
title_fullStr Mining biosynthetic gene clusters in Virgibacillus genomes
title_full_unstemmed Mining biosynthetic gene clusters in Virgibacillus genomes
title_sort mining biosynthetic gene clusters in virgibacillus genomes
publisher BMC
series BMC Genomics
issn 1471-2164
publishDate 2019-09-01
description Abstract Background Biosynthetic gene clusters produce a wide range of metabolites with activities that are of interest to the pharmaceutical industry. Specific interest is shown towards those metabolites that exhibit antimicrobial activities against multidrug-resistant bacteria that have become a global health threat. Genera of the phylum Firmicutes are frequently identified as sources of such metabolites, but the biosynthetic potential of its Virgibacillus genus is not known. Here, we used comparative genomic analysis to determine whether Virgibacillus strains isolated from the Red Sea mangrove mud in Rabigh Harbor Lagoon, Saudi Arabia, may be an attractive source of such novel antimicrobial agents. Results A comparative genomics analysis based on Virgibacillus dokdonensis Bac330, Virgibacillus sp. Bac332 and Virgibacillus halodenitrificans Bac324 (isolated from the Red Sea) and six other previously reported Virgibacillus strains was performed. Orthology analysis was used to determine the core genomes as well as the accessory genome of the nine Virgibacillus strains. The analysis shows that the Red Sea strain Virgibacillus sp. Bac332 has the highest number of unique genes and genomic islands compared to other genomes included in this study. Focusing on biosynthetic gene clusters, we show how marine isolates, including those from the Red Sea, are more enriched with nonribosomal peptides compared to the other Virgibacillus species. We also found that most nonribosomal peptide synthases identified in the Virgibacillus strains are part of genomic regions that are potentially horizontally transferred. Conclusions The Red Sea Virgibacillus strains have a large number of biosynthetic genes in clusters that are not assigned to known products, indicating significant potential for the discovery of novel bioactive compounds. Also, having more modular synthetase units suggests that these strains are good candidates for experimental characterization of previously identified bioactive compounds as well. Future efforts will be directed towards establishing the properties of the potentially novel compounds encoded by the Red Sea specific trans-AT PKS/NRPS cluster and the type III PKS/NRPS cluster.
topic Virgibacillus
Antimicrobial
Biosynthetic gene clusters
Genome-mining
Nonribosomal peptides
Polyketides
url http://link.springer.com/article/10.1186/s12864-019-6065-7
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spelling doaj-660649d871ab459f989c966f2a47465d2020-11-25T03:25:55ZengBMCBMC Genomics1471-21642019-09-0120111010.1186/s12864-019-6065-7Mining biosynthetic gene clusters in Virgibacillus genomesGhofran Othoum0Salim Bougouffa1Ameerah Bokhari2Feras F. Lafi3Takashi Gojobori4Heribert Hirt5Ivan Mijakovic6Vladimir B. Bajic7Magbubah Essack8Computational Bioscience Research Center (CBRC), Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST)Computational Bioscience Research Center (CBRC), Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST)Biological and Environmental Sciences and Engineering (BESE) Division, King Abdullah University of Science and Technology (KAUST)Computational Bioscience Research Center (CBRC), Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST)Computational Bioscience Research Center (CBRC), Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST)Biological and Environmental Sciences and Engineering (BESE) Division, King Abdullah University of Science and Technology (KAUST)Division of Systems & Synthetic Biology, Department of Biology and Biological Engineering, Chalmers University of TechnologyComputational Bioscience Research Center (CBRC), Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST)Computational Bioscience Research Center (CBRC), Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST)Abstract Background Biosynthetic gene clusters produce a wide range of metabolites with activities that are of interest to the pharmaceutical industry. Specific interest is shown towards those metabolites that exhibit antimicrobial activities against multidrug-resistant bacteria that have become a global health threat. Genera of the phylum Firmicutes are frequently identified as sources of such metabolites, but the biosynthetic potential of its Virgibacillus genus is not known. Here, we used comparative genomic analysis to determine whether Virgibacillus strains isolated from the Red Sea mangrove mud in Rabigh Harbor Lagoon, Saudi Arabia, may be an attractive source of such novel antimicrobial agents. Results A comparative genomics analysis based on Virgibacillus dokdonensis Bac330, Virgibacillus sp. Bac332 and Virgibacillus halodenitrificans Bac324 (isolated from the Red Sea) and six other previously reported Virgibacillus strains was performed. Orthology analysis was used to determine the core genomes as well as the accessory genome of the nine Virgibacillus strains. The analysis shows that the Red Sea strain Virgibacillus sp. Bac332 has the highest number of unique genes and genomic islands compared to other genomes included in this study. Focusing on biosynthetic gene clusters, we show how marine isolates, including those from the Red Sea, are more enriched with nonribosomal peptides compared to the other Virgibacillus species. We also found that most nonribosomal peptide synthases identified in the Virgibacillus strains are part of genomic regions that are potentially horizontally transferred. Conclusions The Red Sea Virgibacillus strains have a large number of biosynthetic genes in clusters that are not assigned to known products, indicating significant potential for the discovery of novel bioactive compounds. Also, having more modular synthetase units suggests that these strains are good candidates for experimental characterization of previously identified bioactive compounds as well. Future efforts will be directed towards establishing the properties of the potentially novel compounds encoded by the Red Sea specific trans-AT PKS/NRPS cluster and the type III PKS/NRPS cluster.http://link.springer.com/article/10.1186/s12864-019-6065-7VirgibacillusAntimicrobialBiosynthetic gene clustersGenome-miningNonribosomal peptidesPolyketides