BACTOMEa reference database to explore the sequence- and gene expression-variation landscape of Pseudomonas aeruginosa clinical isolates

被引:36
作者
Hornischer, Klaus [1 ,2 ,3 ]
Khaledi, Ariane [1 ,2 ]
Pohl, Sarah [1 ,2 ]
Schniederjans, Monika [1 ,2 ]
Pezoldt, Lorena [1 ,2 ]
Casilag, Fiordiligie [1 ,2 ]
Muthukumarasamy, Uthayakumar [1 ,2 ]
Bruchmann, Sebastian [1 ,2 ,4 ]
Thoeming, Janne [1 ,2 ]
Kordes, Adrian [1 ,2 ]
Haeussler, Susanne [1 ,2 ]
机构
[1] Helmholtz Ctr Infect Res, Inst Mol Bacteriol, D-38124 Braunschweig, Germany
[2] TWINCORE GmbH, Ctr Clin & Expt Infect Res, Inst Mol Bacteriol, D-30625 Hannover, Germany
[3] Mol Hlth GmbH, D-69115 Heidelberg, Germany
[4] Wellcome Sanger Inst, Pathogen Genom, Wellcome Genome Campus, Hinxton CB10 1SA, Cambs, England
基金
欧洲研究理事会;
关键词
GENOME; ADAPTATION;
D O I
10.1093/nar/gky895
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Extensive use of next-generation sequencing (NGS) for pathogen profiling has the potential to transform our understanding of how genomic plasticity contributes to phenotypic versatility. However, the storage of large amounts of NGS data and visualization tools need to evolve to offer the scientific community fast and convenient access to these data. We introduce BACTOME as a database system that links aligned DNA- and RNA-sequencing reads of clinical Pseudomonas aeruginosa isolates with clinically relevant pathogen phenotypes. The database allows data extraction for any single isolate, gene or phenotype as well as data filtering and phenotypic grouping for specific research questions. With the integration of statistical tools we illustrate the usefulness of a relational database structure for the identification of phenotype-genotype correlations as an essential part of the discovery pipeline in genomic research. Furthermore, the database provides a compilation of DNA sequences and gene expression values of a plethora of clinical isolates to give a consensus DNA sequence and consensus gene expression signature. Deviations from the consensus thereby describe the genomic landscape and the transcriptional plasticity of the species P. aeruginosa. The database is available at https://bactome.helmholtz-hzi.de.
引用
收藏
页码:D716 / D720
页数:5
相关论文
共 24 条
[1]   The landscape of microbial phenotypic traits and associated genes [J].
Brbic, Maria ;
Piskorec, Matija ;
Vidulin, Vedrana ;
Krisko, Anita ;
Smuc, Tomislav ;
Supek, Fran .
NUCLEIC ACIDS RESEARCH, 2016, 44 (21) :10074-10090
[2]   Quantitative Contributions of Target Alteration and Decreased Drug Accumulation to Pseudomonas aeruginosa Fluoroquinolone Resistance [J].
Bruchmann, Sebastian ;
Doetsch, Andreas ;
Nouri, Bianka ;
Chaberny, Iris F. ;
Haeussler, Susanne .
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY, 2013, 57 (03) :1361-1368
[3]   Overexpression of AmpC and Efflux Pumps in Pseudomonas aeruginosa Isolates from Bloodstream Infections: Prevalence and Impact on Resistance in a Spanish Multicenter Study [J].
Cabot, Gabriel ;
Ocampo-Sosa, Alain A. ;
Tubau, Fe ;
Macia, Maria D. ;
Rodriguez, Cristina ;
Moya, Bartolome ;
Zamorano, Laura ;
Suarez, Cristina ;
Pena, Carmen ;
Martinez-Martinez, Luis ;
Oliver, Antonio .
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY, 2011, 55 (05) :1906-1911
[4]   Phenetic Comparison of Prokaryotic Genomes Using k-mers [J].
Deraspe, Maxime ;
Raymond, Frederic ;
Boisvert, Sebastien ;
Culley, Alexander ;
Roy, Paul H. ;
Laviolette, Francois ;
Corbeil, Jacques .
MOLECULAR BIOLOGY AND EVOLUTION, 2017, 34 (10) :2716-2729
[5]   Evolutionary conservation of essential and highly expressed genes in Pseudomonas aeruginosa [J].
Doetsch, Andreas ;
Klawonn, Frank ;
Jarek, Michael ;
Scharfe, Maren ;
Bloecker, Helmut ;
Haeussler, Susanne .
BMC GENOMICS, 2010, 11
[6]   Clinical utilization of genomics data produced by the international Pseudomonas aeruginosa consortium [J].
Freschi, Luca ;
Jeukens, Julie ;
Kukavica-Ibrulj, Irene ;
Boyle, Brian ;
Dupont, Marie-Josee ;
Laroche, Jerome ;
Larose, Stephane ;
Maaroufi, Halim ;
Fothergill, Joanne L. ;
Moore, Matthew ;
Winsor, Geoffrey L. ;
Aaron, Shawn D. ;
Barbeau, Jean ;
Bell, Scott C. ;
Burns, Jane L. ;
Camara, Miguel ;
Cantin, Andre ;
Charette, Steve J. ;
Dewar, Ken ;
Deziel, Eric ;
Grimwood, Keith ;
Hancock, Robert E. W. ;
Harrison, Joe J. ;
Heebs, Stephan ;
Jelsbak, Lars ;
Jia, Baofeng ;
Kenna, Dervla T. ;
Kidd, Timothy J. ;
Klockgether, Jens ;
Lam, Joseph S. ;
Lamont, Iain L. ;
Lewenza, Shawn ;
Loman, Nick ;
Malouin, Francois ;
Manos, Jim ;
McArthur, Andrew G. ;
McKeown, Josie ;
Milot, Julie ;
Naghra, Hardeep ;
Nguyen, Dao ;
Pereira, Sheldon K. ;
Perron, Gabriel G. ;
Pirnay, Jean-Paul ;
Rainey, Paul B. ;
Rousseau, Simon ;
Santos, Pedro M. ;
Stephenson, Anne ;
Taylor, Veronique ;
Turton, Jane F. ;
Waglechner, Nicholas .
FRONTIERS IN MICROBIOLOGY, 2015, 6
[7]   PRODORIC (release 2009): a database and tool platform for the analysis of gene regulation in prokaryotes [J].
Grote, Andreas ;
Klein, Johannes ;
Retter, Ida ;
Haddad, Isam ;
Behling, Susanne ;
Bunk, Boyke ;
Biegler, Ilona ;
Yarmolinetz, Svitlana ;
Jahn, Dieter ;
Muench, Richard .
NUCLEIC ACIDS RESEARCH, 2009, 37 :D61-D65
[8]   Evolution of transcription factor function as a mechanism for changing metazoan developmental gene regulatory networks [J].
Jarvela, Alys M. Cheatle ;
Hinman, Veronica F. .
EVODEVO, 2015, 6
[9]   Pseudomonas aeruginosa genomic structure and diversity [J].
Klockgether, Jens ;
Cramer, Nina ;
Wiehlmann, Lutz ;
Davenport, Colin F. ;
Tuemmler, Burkhard .
FRONTIERS IN MICROBIOLOGY, 2011, 2
[10]   Genomic analysis reveals that Pseudomonas aeruginosa virulence is combinatorial [J].
Lee, Daniel G. ;
Urbach, Jonathan M. ;
Wu, Gang ;
Liberati, Nicole T. ;
Feinbaum, Rhonda L. ;
Miyata, Sachiko ;
Diggins, Lenard T. ;
He, Jianxin ;
Saucier, Maude ;
Deziel, Eric ;
Friedman, Lisa ;
Li, Li ;
Grills, George ;
Montgomery, Kate ;
Kucherlapati, Raju ;
Rahme, Laurence G. ;
Ausubel, Frederick M. .
GENOME BIOLOGY, 2006, 7 (10)