Data Intensive Genome Level Analysis for Identifying Novel, Non-Toxic Drug Targets for Multi Drug Resistant Mycobacterium tuberculosis

被引:13
作者
Kaur, Divneet [1 ,2 ]
Kutum, Rintu [1 ,3 ]
Dash, Debasis [1 ,3 ]
Brahmachari, Samir K. [1 ,2 ,3 ]
机构
[1] CSIR, Inst Genom & Integrat Biol, New Delhi, India
[2] CSIR, Open Source Drug Discovery Unit, New Delhi, India
[3] Acad Sci & Innovat Res, New Delhi, India
来源
SCIENTIFIC REPORTS | 2017年 / 7卷
关键词
RESPIRATORY COMPLEX-I; IDENTIFICATION; PERSISTENCE; DISCOVERY; EXPRESSION; LYSINE; GENE;
D O I
10.1038/srep46595
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We report the construction of a novel Systems Biology based virtual drug discovery model for the prediction of non-toxic metabolic targets in Mycobacterium tuberculosis (Mtb). This is based on a data-intensive genome level analysis and the principle of conservation of the evolutionarily important genes. In the 1623 sequenced Mtb strains, 890 metabolic genes identified through a systems approach in Mtb were evaluated for non-synonymous mutations. The 33 genes showed none or one variation in the entire 1623 strains, including 1084 Russian MDR strains. These invariant targets were further evaluated for their experimental and in silico essentiality as well as availability of their crystal structure in Protein Data Bank (PDB). Along with this, targets for the common existing antibiotics and the new Tb drug candidates were also screened for their variation across 1623 strains of Mtb for understanding the drug resistance. We propose that the reduced set of these reported targets could be a more effective starting point for medicinal chemists in generating new chemical leads. This approach has the potential of fueling the dried up Tuberculosis (Tb) drug discovery pipeline.
引用
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页数:9
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