Arrayed CRISPRi and quantitative imaging describe the morphotypic landscape of essential mycobacterial genes
ELIFE
Authors: de Wet, Timothy J.; Winkler, Kristy R.; Mhlanga, Musa; Mizrahi, Valerie; Warner, Digby F.
Abstract
Mycobacterium tuberculosis possesses a large number of genes of unknown or predicted function, undermining fundamental understanding of pathogenicity and drug susceptibility. To address this challenge, we developed a high-throughput functional genomics approach combining inducible CRISPR-interference and image-based analyses of morphological features and sub-cellular chromosomal localizations in the related non-pathogen, M. smegmatis. Applying automated imaging and analysis to 263 essential gene knockdown mutants in an arrayed library, we derive robust, quantitative descriptions of bacillary morphologies consequent on gene silencing. Leveraging statistical-learning, we demonstrate that functionally related genes cluster by morphotypic similarity and that this information can be used to inform investigations of gene function. Exploiting this observation, we infer the existence of a mycobacterial restriction-modification system, and identify filamentation as a defining mycobacterial response to histidine starvation. Our results support the application of large-scale image-based analyses for mycobacterial functional genomics, simultaneously establishing the utility of this approach for drug mechanism-of-action studies.
Cyclic Peptide [R4W4] in Improving the Ability of First-Line Antibiotics to InhibitMycobacterium tuberculosisInsidein vitroHuman Granulomas
FRONTIERS IN IMMUNOLOGY
Authors: Hernandez, Joshua; Ashley, David; Cao, Ruoqiong; Abrahem, Rachel; Nguyen, Timothy; To, Kimberly; Yegiazaryan, Aram; David, Ajayi Akinwale; Tiwari, Rakesh Kumar; Venketaraman, Vishwanath
Abstract
Tuberculosis (TB) is currently one of the leading causes of global mortality. Medical non-compliance due to the length of the treatment and antibiotic side effects has led to the emergence of multidrug-resistant (MDR) strains ofMycobacterium tuberculosis(M. tb) that are difficult to treat. A current therapeutic strategy attempting to circumvent this issue aims to enhance drug delivery to reduce the duration of the antibiotic regimen or dosage of first-line antibiotics. One such agent that may help is cyclic peptide [R4W4], as it has been shown to have antibacterial properties (in combination with tetracycline) against methicillin-resistantStaphylococcus aureus(MRSA) in the past. The objective of this study is to test cyclic peptide [R4W4] both alone and in combination with current first-line antibiotics (either isoniazid or pyrazinamide) to study the effects of inhibition ofM. tbinsidein vitrohuman granulomas. Results from our studies indicate that [R4W4] is efficacious in controllingM. tbinfection in the granulomas and has enhanced inhibitory effects in the presence of first-line antibiotics.