Yar Asma Muhammad, Zaman Ghanva, Hussain Annam, Changhui Yan, Rasul Azhar, Hussain Abrar, Bo Zhu, Bokhari Habib, Ibrahim Muhammad
Genomics and Computational Biology Laboratory, COMSATS University Islamabad, Sahiwal Campus, Pakistan.
Department of Computer Science, North Dakota State University, Fargo, ND, USA.
Evol Bioinform Online. 2018 Jul 23;14:1176934318790252. doi: 10.1177/1176934318790252. eCollection 2018.
Multidrug-resistant is a global threat particularly in developing countries like Pakistan. In this study, we identified 2 strains, mnpk and swlpk, by 16S RNA genes, sequenced their draft genome, and compared the 2 genomes with reference strain H37Rv and gene expression analysis of selected virulent genes. Phylogenetic analysis of strains, mnpk and swlpk, using 16S RNA genes revealed that the strains are closely related with reference strain H37Rv. The draft genome sequence of mnpk and swlpk contains 4305 and 4295 protein-coding genes, respectively, having 99.9% with high collinearity when compared with H37Rv. Although some important drug-resistant genes such as , , and were missing, genome mining also revealed key drug-resistant genes such as , , , , and against first-line isoniazid and rifampicin drug. The strain mnpk and swlpk encodes 257 putative and 86 verified virulent genes including type 7 secretion system (T7SS) key genes. The variation in the expression profile of selected T7SS genes, particularly low expression level of , raised concern that the mechanism of virulence of mnpk and swlpk might be different from H37Rv strains as is associated with ATPase and which showed high expression level. Briefly, this study shows that the strains mnpk and swlpk are linked with H37Rv having 99% similarity in genomes, but the absence of drug-resistant genes and variation in key genes' expression profile , , , and provide a rationale for the future investigation of mnpk and swlpk pathogenesis via RNA sequencing, single-nucleotide polymorphisms, as well as gene manipulation.
多重耐药是一个全球性威胁,在巴基斯坦等发展中国家尤为突出。在本研究中,我们通过16S RNA基因鉴定出2株菌株,即mnpk和swlpk,对其基因组草图进行测序,并将这两个基因组与参考菌株H37Rv进行比较,同时对选定的毒力基因进行基因表达分析。使用16S RNA基因对菌株mnpk和swlpk进行系统发育分析表明,这些菌株与参考菌株H37Rv密切相关。mnpk和swlpk的基因组草图序列分别包含4305个和4295个蛋白质编码基因,与H37Rv相比,共线性高达99.9%。虽然一些重要的耐药基因如[此处原文缺失具体基因名称]缺失,但基因组挖掘也揭示了针对一线异烟肼和利福平药物的关键耐药基因,如[此处原文缺失具体基因名称]。菌株mnpk和swlpk编码257个推定的和86个已验证的毒力基因,包括7型分泌系统(T7SS)关键基因。选定的T7SS基因表达谱的变化,特别是[此处原文缺失具体基因名称]的低表达水平,引发了人们对mnpk和swlpk毒力机制可能与H37Rv菌株不同的担忧,因为[此处原文缺失具体基因名称]与ATPase[此处原文缺失具体基因名称]相关,而后者显示出高表达水平。简而言之,本研究表明菌株mnpk和swlpk与H37Rv在基因组上有99%的相似性,但耐药基因的缺失以及关键基因[此处原文缺失具体基因名称]表达谱的变化为未来通过RNA测序、单核苷酸多态性以及基因操作研究mnpk和swlpk的发病机制提供了理论依据。