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PMID: 16261191 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Flux balance analysis of mycolic acid pathway: targets for anti-tubercular drugs.

PLoS computational biology ·Vol. 1 ·No. 5 ·2005-10-00 ·Pages e46

Raman K, Rajagopalan P, Chandra N

Abstract

Mycobacterium tuberculosis is the focus of several investigations for design of newer drugs, as tuberculosis remains a major epidemic despite the availability of several drugs and a vaccine. Mycobacteria owe many of their unique qualities to mycolic acids, which are known to be important for their growth, survival, and pathogenicity. Mycolic acid biosynthesis has therefore been the focus of a number of biochemical and genetic studies. It also turns out to be the pathway inhibited by front-line anti-tubercular drugs such as isoniazid and ethionamide. Recent years have seen the emergence of systems-based methodologies that can be used to study microbial metabolism. Here, we seek to apply insights from flux balance analyses of the mycolic acid pathway (MAP) for the identification of anti-tubercular drug targets. We present a comprehensive model of mycolic acid synthesis in the pathogen M. tuberculosis involving 197 metabolites participating in 219 reactions catalysed by 28 proteins. Flux balance analysis (FBA) has been performed on the MAP model, which has provided insights into the metabolic capabilities of the pathway. In silico systematic gene deletions and inhibition of InhA by isoniazid, studied here, provide clues about proteins essential for the pathway and hence lead to a rational identification of possible drug targets. Feasibility studies using sequence analysis of the M. tuberculosis H37Rv and human proteomes indicate that, apart from the known InhA, potential targets for anti-tubercular drug design are AccD3, Fas, FabH, Pks13, DesA1/2, and DesA3. Proteins identified as essential by FBA correlate well with those previously identified experimentally through transposon site hybridisation mutagenesis. This study demonstrates the application of FBA for rational identification of potential anti-tubercular drug targets, which can indeed be a general strategy in drug design. The targets, chosen based on the critical points in the pathway, form a ready shortlist for experimental testing.

MeSH Terms
Algorithms Antitubercular Agents/pharmacology Bacterial Proteins/metabolism Chemistry, Pharmaceutical/methods Computational Biology/methods Drug Design Gene Deletion Humans Models, Biological Mycobacterium tuberculosis/metabolism Mycolic Acids/metabolism Oxidoreductases/metabolism Software
Chemicals
Antitubercular Agents Bacterial Proteins Mycolic Acids Oxidoreductases InhA protein, Mycobacterium
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Raman Karthik
Bioinformatics Centre, Supercomputer Education and Research Centre, Indian Institute of Science, Bangalore, India.
Rajagopalan Preethi
Chandra Nagasuma
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Article Info
Journal
PLoS computational biology
Abbr.
PLoS Comput Biol
ISSN
1553-7358
Published
2005-10-00
Epub
2005-00-14
Pages
e46
Language
English
Region
United States
NLM ID
101238922
PMCID
PMC1246807
Subset
IM
Analysis Services
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