Gene Enrichment Analysis Reveals Major Regulators of Mycobacterium tuberculosis Gene Expression in Two Models of Antibiotic Tolerance.

作者: William M. Matern , Dalin Rifat , Joel S. Bader , Petros C. Karakousis

DOI: 10.3389/FMICB.2018.00610

关键词: Multidrug toleranceMycobacterium tuberculosisGeneticsGeneTranscription factorRegulonGene expressionTuberculosisIn vitroBiology

摘要: The development of antibiotic tolerance is believed to be a major factor in the lengthy duration current tuberculosis therapies. In study, we have modeled vitro by exposing Mycobacterium two distinct stress conditions: progressive hypoxia and nutrient starvation [phosphate-buffered saline (PBS)]. We then studied bacterial transcriptional response using RNA-seq employed bioinformatics approach identify important regulators, which was facilitated novel Regulon Enrichment Test (RET). A total 17 transcription (TF) regulons were enriched gene set 16 starvation, with 12 both conditions. Using same analyze previously published expression datasets, found that three M. (Rv0023, SigH, Crp) commonly induced conditions also among our data. These regulators are worthy further study determine their potential role maintenance following exposure.

参考文章(62)
Alba Romero-Rodríguez, Ivonne Robledo-Casados, Sergio Sánchez, An overview on transcriptional regulators in Streptomyces. Biochimica et Biophysica Acta. ,vol. 1849, pp. 1017- 1039 ,(2015) , 10.1016/J.BBAGRM.2015.06.007
R. O. Loebel, E. Shorr, H. B. Richardson, The Influence of Adverse Conditions upon the Respiratory Metabolism and Growth of Human Tubercle Bacilli Journal of Bacteriology. ,vol. 26, pp. 167- 200 ,(1933) , 10.1128/JB.26.2.167-200.1933
Daniel Yekutieli, Yoav Benjamini, THE CONTROL OF THE FALSE DISCOVERY RATE IN MULTIPLE TESTING UNDER DEPENDENCY Annals of Statistics. ,vol. 29, pp. 1165- 1188 ,(2001) , 10.1214/AOS/1013699998
Guangchun Bai, Gwendowlyn S. Knapp, Kathleen A. McDonough, Cyclic AMP signalling in mycobacteria: redirecting the conversation with a common currency Cellular Microbiology. ,vol. 13, pp. 349- 358 ,(2011) , 10.1111/J.1462-5822.2010.01562.X
Taeksun Song, Simon L. Dove, Kon Ho Lee, Robert N. Husson, RshA, an anti-sigma factor that regulates the activity of the mycobacterial stress response sigma factor SigH. Molecular Microbiology. ,vol. 50, pp. 949- 959 ,(2003) , 10.1046/J.1365-2958.2003.03739.X
Donald R Hoff, Gavin J Ryan, Emily R Driver, Cornelius C Ssemakulu, Mary A De Groote, Randall J Basaraba, Anne J Lenaerts, None, Location of Intra- and Extracellular M. tuberculosis Populations in Lungs of Mice and Guinea Pigs during Disease Progression and after Drug Treatment PLoS ONE. ,vol. 6, pp. e17550- ,(2011) , 10.1371/JOURNAL.PONE.0017550
M.I. Voskuil, K.C. Visconti, G.K. Schoolnik, Mycobacterium tuberculosis gene expression during adaptation to stationary phase and low-oxygen dormancy Tuberculosis. ,vol. 84, pp. 218- 227 ,(2004) , 10.1016/J.TUBE.2004.02.003
Erica A. Pyles, J. Ching Lee, Mode of selectivity in cyclic AMP receptor protein-dependent promoters in Escherichia coli. Biochemistry. ,vol. 35, pp. 1162- 1172 ,(1996) , 10.1021/BI952187Q
Alan Agresti, Dennis Wackerly, SOME EXACT CONDITIONAL TESTS OF INDEPENDENCE FOR, R × C CROSS-CLASSIFICATION TABLES Psychometrika. ,vol. 42, pp. 111- 125 ,(1977) , 10.1007/BF02293748