Modelling antibiotic and cytotoxic isoquinoline effects in Staphylococcus aureus, Staphylococcus epidermidis and mammalian cells

被引:14
作者
Cecil, Alexander [1 ]
Ohlsen, Knut [2 ]
Menzel, Thomas [2 ]
Francois, Patrice [3 ]
Schrenzel, Jacques [3 ]
Fischer, Adrien [3 ]
Doerries, Kirsten [4 ]
Selle, Martina [2 ]
Lalk, Michael [4 ]
Hantzschmann, Julia [2 ]
Dittrich, Marcus [1 ]
Liang, Chunguang [1 ]
Bernhardt, Joerg [5 ]
Oelschlaeger, Tobias A. [2 ]
Bringmann, Gerhard [6 ]
Bruhn, Heike [2 ]
Unger, Matthias [7 ]
Ponte-Sucre, Alicia [8 ]
Lehmann, Leane [7 ]
Dandekar, Thomas [1 ,9 ]
机构
[1] Univ Wurzburg, Dept Bioinformat, Bioctr, D-97074 Wurzburg, Germany
[2] Univ Wurzburg, Inst Mol Infect Biol, D-97074 Wurzburg, Germany
[3] Univ Hosp Geneva, Infect Dis Serv, Genom Res Lab, CH-1211 Geneva 14, Switzerland
[4] Univ Greifswald, Inst Biochem, D-17487 Greifswald, Germany
[5] Univ Greifswald, Inst Microbiol, D-17487 Greifswald, Germany
[6] Univ Wurzburg, Inst Organ Chem, D-97074 Wurzburg, Germany
[7] Univ Wurzburg, Inst Pharm & Food Chem, D-97074 Wurzburg, Germany
[8] Cent Univ Venezuela, Lab Mol Physiol, Caracas, Venezuela
[9] EMBL Heidelberg, BioComp Unit, D-69117 Heidelberg, Germany
关键词
Metabolism; Infection; Extreme pathway analysis; Gene expression; Voronoi tessalation; Principal component analysis; Metabolites; GENE-EXPRESSION; NAPHTHYLISOQUINOLINE ALKALOIDS; GENOME; VIRULENCE; MBGD; ANCISTROCLADINIUM; ANCISHEYNINE; PREDICTIONS; RESISTANCE; EVOLUTION;
D O I
10.1016/j.ijmm.2014.11.006
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Isoquinolines (IQs) are natural substances with an antibiotic potential we aim to optimize. Specifically, IQ-238 is a synthetic analog of the novel-type NC-coupled naphthylisoquinoline (NIQ) alkaloid ancisheynine. Recently, we developed and tested other IQs such as IQ-143. By utilizing genome-wide gene expression data, metabolic network modelling and Voronoi tessalation based data analysis - as well as cytotoxicity measurements, chemical properties calculations and principal component analysis of the NIQs - we show that IQ-238 has strong antibiotic potential for staphylococci and low cytotoxicity against murine or human cells. Compared to IQ-143, systemic effects are less pronounced. Most enzyme activity changes due to IQ-238 are located in the carbohydrate metabolism. Validation includes metabolite measurements on biological replicates. IQ-238 delineates key properties and a chemical space for a good therapeutic window. The combination of analysis methods allows suggestions for further lead development and yields an in-depth look at staphylococcal adaptation and network changes after antibiosis. Results are compared to eukaryotic host cells. (C) 2014 Elsevier GmbH. All rights reserved.
引用
收藏
页码:96 / 109
页数:14
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