Potential Genes Related to Levofloxacin Resistance in Mycobacterium tuberculosis Based on Transcriptome and Methylome Overlap Analysis

被引:6
作者
Li, Hai-cheng [1 ,2 ]
Guo, Hui-xin [1 ]
Chen, Tao [1 ]
Wang, Wei [3 ]
Wu, Zhu-hua [1 ]
Chen, Liang [1 ]
Wu, Hui-zhong [1 ]
Xu, Gao-po [1 ]
Chen, Xun-xun [1 ]
Zhou, Lin [1 ]
机构
[1] Ctr TB Control Guangdong Prov, 485 West Huangpu Ave, Guangzhou 510630, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Hosp 3, 600 Tianhe Rd, Guangzhou 510630, Peoples R China
[3] Forth Peoples Hosp Foshan, Foshan 528000, Peoples R China
关键词
Mycobacterium tuberculosis; Transcriptome; Methylome; Differentially expressed genes; Differentially methylated genes; Levofloxacin resistance; DNA METHYLATION;
D O I
10.1007/s00239-019-09926-z
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
Drug-resistant Mycobacterium tuberculosis (M. tuberculosis) has become an increasingly serious public health problem and has complicated tuberculosis (TB) treatment. Levofloxacin (LOF) is an ideal anti-tuberculosis drug in clinical applications. However, the detailed molecular mechanisms of LOF-resistant M. tuberculosis in TB treatment have not been revealed. Our study performed transcriptome and methylome sequencing to investigate the potential biological characteristics of LOF resistance in M. tuberculosis H37Rv. In the transcriptome analysis, 953 differentially expressed genes (DEGs) were identified; 514 and 439 DEGs were significantly downregulated and upregulated in the LOF-resistant group and control group, respectively. The KEGG pathway analysis revealed that 97 pathways were enriched in this study. In the methylome analysis, 239 differentially methylated genes (DMGs) were identified; 150 and 89 DMGs were hypomethylated and hypermethylated in the LOF-resistant group and control group, respectively. The KEGG pathway analysis revealed that 74 pathways were enriched in this study. The overlap study suggested that 25 genes were obtained. It was notable that nine genes expressed downregulated mRNA and upregulated methylated levels, including pgi, fadE4, php, cyp132, pckA, rpmB1, pfkB, acg, and ctpF, especially cyp132, pckA, and pfkB, which were vital in LOF-resistant M. tuberculosis H37Rv. The overlapping genes between transcriptome and methylome could be essential for studying the molecular mechanisms of LOF-resistant M. tuberculosis H37Rv. These results may provide informative evidence for TB treatment with LOF.
引用
收藏
页码:202 / 209
页数:8
相关论文
共 33 条
[1]   13C Metabolic Flux Analysis Identifies an Unusual Route for Pyruvate Dissimilation in Mycobacteria which Requires Isocitrate Lyase and Carbon Dioxide Fixation [J].
Beste, Dany J. V. ;
Bonde, Bhushan ;
Hawkins, Nathaniel ;
Ward, Jane L. ;
Beale, Michael H. ;
Noack, Stephan ;
Noeh, Katharina ;
Kruger, Nicholas J. ;
Ratcliffe, R. George ;
McFadden, Johnjoe .
PLOS PATHOGENS, 2011, 7 (07)
[2]   Exploiting bacterial DNA gyrase as a drug target: current state and perspectives [J].
Collin, Frederic ;
Karkare, Shantanu ;
Maxwell, Anthony .
APPLIED MICROBIOLOGY AND BIOTECHNOLOGY, 2011, 92 (03) :479-497
[3]   Pharmacokinetic/pharmacodynamic-based optimization of levofloxacin administration in the treatment of MDR-TB [J].
Ghimire, Samiksha ;
van't Boveneind-Vrubleuskaya, Natasha ;
Akkerman, Onno W. ;
de Lange, Wiel C. M. ;
van Soolingen, Dick ;
Kosterink, Jos G. W. ;
van der Werf, Tjip S. ;
Wilffert, Bob ;
Touw, Daniel J. ;
Alffenaar, Jan-Willem C. .
JOURNAL OF ANTIMICROBIAL CHEMOTHERAPY, 2016, 71 (10) :2691-2703
[4]   Capturing heterogeneity in gene expression studies by surrogate variable analysis [J].
Leek, Jeffrey T. ;
Storey, John D. .
PLOS GENETICS, 2007, 3 (09) :1724-1735
[5]   SOAP2: an improved ultrafast tool for short read alignment [J].
Li, Ruiqiang ;
Yu, Chang ;
Li, Yingrui ;
Lam, Tak-Wah ;
Yiu, Siu-Ming ;
Kristiansen, Karsten ;
Wang, Jun .
BIOINFORMATICS, 2009, 25 (15) :1966-1967
[6]   Human DNA methylomes at base resolution show widespread epigenomic differences [J].
Lister, Ryan ;
Pelizzola, Mattia ;
Dowen, Robert H. ;
Hawkins, R. David ;
Hon, Gary ;
Tonti-Filippini, Julian ;
Nery, Joseph R. ;
Lee, Leonard ;
Ye, Zhen ;
Ngo, Que-Minh ;
Edsall, Lee ;
Antosiewicz-Bourget, Jessica ;
Stewart, Ron ;
Ruotti, Victor ;
Millar, A. Harvey ;
Thomson, James A. ;
Ren, Bing ;
Ecker, Joseph R. .
NATURE, 2009, 462 (7271) :315-322
[7]  
Love M. I., 2014, Genome Biol, DOI DOI 10.1186/S13059-014-0550-8
[8]   Mycobacterium smegmatis erm(38) is a reluctant dimethyltransferase [J].
Madsen, CT ;
Jakobsen, L ;
Douthwaite, S .
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY, 2005, 49 (09) :3803-3809
[9]  
McGregor Jessina C, 2008, Ther Clin Risk Manag, V4, P843
[10]   Emerging epidemic of drug-resistant tuberculosis in Europe, Russia, China, South America and Asia: current status and global perspectives [J].
Migliori, Giovanni Battista ;
Centis, Rosella ;
Lange, Chris ;
Richardson, Morgan D'Arcy ;
Sotgiu, Giovanni .
CURRENT OPINION IN PULMONARY MEDICINE, 2010, 16 (03) :171-179