Comparative genomics reveals phylogenetic distribution patterns of secondary metabolites in Amycolatopsis species
Adamek M, Alanjary M, Sales-Ortells H, Goodfellow M, Bull AT, Winkler A, Wibberg D, Kalinowski J, Ziemert N (2018)
BMC GENOMICS 19(1): 15.
Zeitschriftenaufsatz
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Autor*in
Adamek, Martina;
Alanjary, Mohammad;
Sales-Ortells, Helena;
Goodfellow, Michael;
Bull, Alan T.;
Winkler, AnikaUniBi;
Wibberg, DanielUniBi;
Kalinowski, JörnUniBi;
Ziemert, Nadine
Einrichtung
Abstract / Bemerkung
Background: Genome mining tools have enabled us to predict biosynthetic gene clusters that might encode compounds with valuable functions for industrial and medical applications. With the continuously increasing number of genomes sequenced, we are confronted with an overwhelming number of predicted clusters. In order to guide the effective prioritization of biosynthetic gene clusters towards finding the most promising compounds, knowledge about diversity, phylogenetic relationships and distribution patterns of biosynthetic gene clusters is necessary. Results: Here, we provide a comprehensive analysis of the mode ! actinobacterial genus Amycoiatopsis and its potential for the production of secondary metabolites. A phylogenetic characterization, together with a pan-genome analysis showed that within this highly diverse genus, four major lineages could be distinguished which differed in their potential to produce secondary metabolites. Furthermore, we were able to distinguish gene cluster families whose distribution correlated with phylogeny, indicating that vertical gene transfer plays a major role in the evolution of secondary metabolite gene clusters. Still, the vast majority of the diverse biosynthetic gene clusters were derived from clusters unique to the genus, and also unique in comparison to a database of known compounds. Our study on the locations of biosynthetic gene clusters in the genomes of Amycoiatopsis' strains showed that clusters acquired by horizontal gene transfer tend to be incorporated into non conserved regions of the genome thereby allowing us to distinguish core and hypervariable regions in Amycoiatopsis genomes. Conclusions: Using a comparative genomics approach, it was possible to determine the potential of the genus Amycoiatopsis to produce a huge diversity of secondary metabolites. Furthermore, the analysis demonstrates that horizontal and vertical gene transfer play an important role in the acquisition and maintenance of valuable secondary metabolites. Our results cast light on the interconnections between secondary metabolite gene clusters and provide a way to prioritize biosynthetic pathways in the search and discovery of novel compounds.
Stichworte
Amycolatopsis;
Genome mining;
Comparative genomics;
Biosynthetic gene;
cluster;
Gene cluster family;
Secondary metabolite diversity;
Phylogeny;
Natural products;
Evolution
Erscheinungsjahr
2018
Zeitschriftentitel
BMC GENOMICS
Band
19
Ausgabe
1
Art.-Nr.
15
ISSN
1471-2164
Page URI
https://pub.uni-bielefeld.de/record/2920680
Zitieren
Adamek M, Alanjary M, Sales-Ortells H, et al. Comparative genomics reveals phylogenetic distribution patterns of secondary metabolites in Amycolatopsis species. BMC GENOMICS. 2018;19(1): 15.
Adamek, M., Alanjary, M., Sales-Ortells, H., Goodfellow, M., Bull, A. T., Winkler, A., Wibberg, D., et al. (2018). Comparative genomics reveals phylogenetic distribution patterns of secondary metabolites in Amycolatopsis species. BMC GENOMICS, 19(1), 15. doi:10.1186/S12864-018-4809-4
Adamek, Martina, Alanjary, Mohammad, Sales-Ortells, Helena, Goodfellow, Michael, Bull, Alan T., Winkler, Anika, Wibberg, Daniel, Kalinowski, Jörn, and Ziemert, Nadine. 2018. “Comparative genomics reveals phylogenetic distribution patterns of secondary metabolites in Amycolatopsis species”. BMC GENOMICS 19 (1): 15.
Adamek, M., Alanjary, M., Sales-Ortells, H., Goodfellow, M., Bull, A. T., Winkler, A., Wibberg, D., Kalinowski, J., and Ziemert, N. (2018). Comparative genomics reveals phylogenetic distribution patterns of secondary metabolites in Amycolatopsis species. BMC GENOMICS 19:15.
Adamek, M., et al., 2018. Comparative genomics reveals phylogenetic distribution patterns of secondary metabolites in Amycolatopsis species. BMC GENOMICS, 19(1): 15.
M. Adamek, et al., “Comparative genomics reveals phylogenetic distribution patterns of secondary metabolites in Amycolatopsis species”, BMC GENOMICS, vol. 19, 2018, : 15.
Adamek, M., Alanjary, M., Sales-Ortells, H., Goodfellow, M., Bull, A.T., Winkler, A., Wibberg, D., Kalinowski, J., Ziemert, N.: Comparative genomics reveals phylogenetic distribution patterns of secondary metabolites in Amycolatopsis species. BMC GENOMICS. 19, : 15 (2018).
Adamek, Martina, Alanjary, Mohammad, Sales-Ortells, Helena, Goodfellow, Michael, Bull, Alan T., Winkler, Anika, Wibberg, Daniel, Kalinowski, Jörn, and Ziemert, Nadine. “Comparative genomics reveals phylogenetic distribution patterns of secondary metabolites in Amycolatopsis species”. BMC GENOMICS 19.1 (2018): 15.
Daten bereitgestellt von European Bioinformatics Institute (EBI)
8 Zitationen in Europe PMC
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Streptomyces orientalis, n. sp., the source of vancomycin.
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Proposed minimal standards for the use of genome data for the taxonomy of prokaryotes.
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Comparative Genomics Analysis of Streptomyces Species Reveals Their Adaptation to the Marine Environment and Their Diversity at the Genomic Level.
Tian X, Zhang Z, Yang T, Chen M, Li J, Chen F, Yang J, Li W, Zhang B, Zhang Z, Wu J, Zhang C, Long L, Xiao J., Front Microbiol 7(), 2016
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Comparative genomic analysis of the genus Nocardiopsis provides new insights into its genetic mechanisms of environmental adaptability.
Li HW, Zhi XY, Yao JC, Zhou Y, Tang SK, Klenk HP, Zhao J, Li WJ., PLoS ONE 8(4), 2013
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PGAP: pan-genomes analysis pipeline.
Zhao Y, Wu J, Yang J, Sun S, Xiao J, Yu J., Bioinformatics 28(3), 2011
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Species-specific secondary metabolite production in marine actinomycetes of the genus Salinispora.
Jensen PR, Williams PG, Oh DC, Zeigler L, Fenical W., Appl. Environ. Microbiol. 73(4), 2006
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Complete genome sequence of the rifamycin SV-producing Amycolatopsis mediterranei U32 revealed its genetic characteristics in phylogeny and metabolism.
Zhao W, Zhong Y, Yuan H, Wang J, Zheng H, Wang Y, Cen X, Xu F, Bai J, Han X, Lu G, Zhu Y, Shao Z, Yan H, Li C, Peng N, Zhang Z, Zhang Y, Lin W, Fan Y, Qin Z, Hu Y, Zhu B, Wang S, Ding X, Zhao GP., Cell Res. 20(10), 2010
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Evolution of the terminal regions of the Streptomyces linear chromosome.
Choulet F, Aigle B, Gallois A, Mangenot S, Gerbaud C, Truong C, Francou FX, Fourrier C, Guerineau M, Decaris B, Barbe V, Pernodet JL, Leblond P., Mol. Biol. Evol. 23(12), 2006
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Genomic islands link secondary metabolism to functional adaptation in marine Actinobacteria.
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Penn K, Jenkins C, Nett M, Udwary DW, Gontang EA, McGlinchey RP, Foster B, Lapidus A, Podell S, Allen EE, Moore BS, Jensen PR., ISME J 3(10), 2009
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Database Resources of the National Center for Biotechnology Information.
NCBI Resource Coordinators., Nucleic Acids Res. 45(D1), 2016
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IMG: the Integrated Microbial Genomes database and comparative analysis system.
Markowitz VM, Chen IM, Palaniappan K, Chu K, Szeto E, Grechkin Y, Ratner A, Jacob B, Huang J, Williams P, Huntemann M, Anderson I, Mavromatis K, Ivanova NN, Kyrpides NC., Nucleic Acids Res. 40(Database issue), 2012
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Markowitz VM, Chen IM, Palaniappan K, Chu K, Szeto E, Grechkin Y, Ratner A, Jacob B, Huang J, Williams P, Huntemann M, Anderson I, Mavromatis K, Ivanova NN, Kyrpides NC., Nucleic Acids Res. 40(Database issue), 2012
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Genome analysis of the sugar beet pathogen Rhizoctonia solani AG2-2IIIB revealed high numbers in secreted proteins and cell wall degrading enzymes.
Wibberg D, Andersson L, Tzelepis G, Rupp O, Blom J, Jelonek L, Puhler A, Fogelqvist J, Varrelmann M, Schluter A, Dixelius C., BMC Genomics 17(), 2016
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MEGA6: Molecular Evolutionary Genetics Analysis version 6.0.
Tamura K, Stecher G, Peterson D, Filipski A, Kumar S., Mol. Biol. Evol. 30(12), 2013
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FaBox: an online toolbox for fasta sequences
VILLESEN P., Mol. Ecol. Notes 7(6), 2007
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Search and clustering orders of magnitude faster than BLAST.
Edgar RC., Bioinformatics 26(19), 2010
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JSpeciesWS: a web server for prokaryotic species circumscription based on pairwise genome comparison.
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Core team: R: a language environment for statistical computing
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Detecting sequence homology at the gene cluster level with MultiGeneBlast.
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Artemis and ACT: viewing, annotating and comparing sequences stored in a relational database.
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Carver T, Berriman M, Tivey A, Patel C, Bohme U, Barrell BG, Parkhill J, Rajandream MA., Bioinformatics 24(23), 2008
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Basic local alignment search tool.
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The natural product domain seeker NaPDoS: a phylogeny based bioinformatic tool to classify secondary metabolite gene diversity.
Ziemert N, Podell S, Penn K, Badger JH, Allen E, Jensen PR., PLoS ONE 7(3), 2012
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Ziemert N, Podell S, Penn K, Badger JH, Allen E, Jensen PR., PLoS ONE 7(3), 2012
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PAST: paleontological statistics software package for education
Hammer Ø, Harper DAT, Ryan PD., 2001
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Dendroscope 3: an interactive tool for rooted phylogenetic trees and networks.
Huson DH, Scornavacca C., Syst. Biol. 61(6), 2012
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Huson DH, Scornavacca C., Syst. Biol. 61(6), 2012
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The Pfam protein families database: towards a more sustainable future.
Finn RD, Coggill P, Eberhardt RY, Eddy SR, Mistry J, Mitchell AL, Potter SC, Punta M, Qureshi M, Sangrador-Vegas A, Salazar GA, Tate J, Bateman A., Nucleic Acids Res. 44(D1), 2015
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An initial strategy for comparing proteins at the domain architecture level.
Lin K, Zhu L, Zhang DY., Bioinformatics 22(17), 2006
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Lin K, Zhu L, Zhang DY., Bioinformatics 22(17), 2006
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Sequencing rare marine actinomycete genomes reveals high density of unique natural product biosynthetic gene clusters.
Schorn MA, Alanjary MM, Aguinaldo K, Korobeynikov A, Podell S, Patin N, Lincecum T, Jensen PR, Ziemert N, Moore BS., Microbiology (Reading, Engl.) 162(12), 2016
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Biological network exploration with Cytoscape 3.
Su G, Morris JH, Demchak B, Bader GD., Curr Protoc Bioinformatics 47(), 2014
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Su G, Morris JH, Demchak B, Bader GD., Curr Protoc Bioinformatics 47(), 2014
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EstimateS turns 20: statistical estimation of species richness and shared species from samples, with non-parametric extrapolation
Colwell RK, Elsensohn JE., 2014
Colwell RK, Elsensohn JE., 2014
CONTIGuator: a bacterial genomes finishing tool for structural insights on draft genomes.
Galardini M, Biondi EG, Bazzicalupo M, Mengoni A., Source Code Biol Med 6(), 2011
PMID: 21693004
Galardini M, Biondi EG, Bazzicalupo M, Mengoni A., Source Code Biol Med 6(), 2011
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Geneious Basic: an integrated and extendable desktop software platform for the organization and analysis of sequence data.
Kearse M, Moir R, Wilson A, Stones-Havas S, Cheung M, Sturrock S, Buxton S, Cooper A, Markowitz S, Duran C, Thierer T, Ashton B, Meintjes P, Drummond A., Bioinformatics 28(12), 2012
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Kearse M, Moir R, Wilson A, Stones-Havas S, Cheung M, Sturrock S, Buxton S, Cooper A, Markowitz S, Duran C, Thierer T, Ashton B, Meintjes P, Drummond A., Bioinformatics 28(12), 2012
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The Harvest suite for rapid core-genome alignment and visualization of thousands of intraspecific microbial genomes.
Treangen TJ, Ondov BD, Koren S, Phillippy AM., Genome Biol. 15(11), 2014
PMID: 25410596
Treangen TJ, Ondov BD, Koren S, Phillippy AM., Genome Biol. 15(11), 2014
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