Back to Search Start Over

Exploring the mode of action of bioactive compounds by microfluidic transcriptional profiling in mycobacteria.

Authors :
Paul Murima
Paola Florez de Sessions
Vivian Lim
Ahmad Nazri Mohamed Naim
Pablo Bifani
Helena I M Boshoff
Vasan K Sambandamurthy
Thomas Dick
Martin L Hibberd
Mark Schreiber
Srinivasa P S Rao
Source :
PLoS ONE, Vol 8, Iss 7, p e69191 (2013)
Publication Year :
2013
Publisher :
Public Library of Science (PLoS), 2013.

Abstract

Most candidate anti-bacterials are identified on the basis of their whole cell anti-bacterial activity. A critical bottleneck in the early discovery of novel anti-bacterials is tracking the structure activity relationship (SAR) of the novel compounds synthesized during the hit to lead and lead optimization stage. It is often very difficult for medicinal chemists to visualize if the novel compounds synthesized for understanding SAR of a particular scaffold have similar molecular mechanism of action (MoA) as that of the initial hit. The elucidation of the molecular MoA of bioactive inhibitors is critical. Here, a new strategy and routine assay for MoA de-convolution, using a microfluidic platform for transcriptional profiling of bacterial response to inhibitors with whole cell activity has been presented. First a reference transcriptome compendium of Mycobacterial response to various clinical and investigational drugs was built. Using feature reduction, it was demonstrated that subsets of biomarker genes representative of the whole genome are sufficient for MoA classification and deconvolution in a medium-throughput microfluidic format ultimately leading to a cost effective and rapid tool for routine antibacterial drug-discovery programs.

Subjects

Subjects :
Medicine
Science

Details

Language :
English
ISSN :
19326203
Volume :
8
Issue :
7
Database :
Directory of Open Access Journals
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
edsdoj.42cf5d8b81aa4f868992f0e05773d906
Document Type :
article
Full Text :
https://doi.org/10.1371/journal.pone.0069191