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G K, Vasudevan K, Dey H, Kausar T, Udhaya Kumar S, Thirumal Kumar D, Zayed H, George Priya Doss C. Elucidating the mechanism of antimicrobial resistance in Mycobacterium tuberculosis using gene interaction networks. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2023; 134:53-74. [PMID: 36858742 DOI: 10.1016/bs.apcsb.2022.11.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Antimicrobial resistance (AMR) in microorganisms is an urgent global health threat. AMR of Mycobacterium tuberculosis is associated with significant morbidity and mortality. It is of great importance to underpin the resistance pathways involved in the mechanisms of AMR and identify the genes that are directly involved in AMR. The focus of the current study was the bacteria M. tuberculosis, which carries AMR genes that give resistance that lead to multidrug resistance. We, therefore, built a network of 43 genes and examined for potential gene-gene interactions. Then we performed a clustering analysis and identified three closely related clusters that could be involved in multidrug resistance mechanisms. Through the bioinformatics pipeline, we consistently identified six-hub genes (dnaN, polA, ftsZ, alr, ftsQ, and murC) that demonstrated the highest number of interactions within the clustering analysis. This study sheds light on the multidrug resistance of MTB and provides a protocol for discovering genes that might be involved in multidrug resistance, which will improve the treatment of resistant strains of TB.
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Affiliation(s)
- Keerthana G
- Department of Biotechnology, School of Applied Sciences, REVA University, Bengaluru, India; Laboratory of Integrative Genomics, Department of Integrative Biology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India; Faculty of Allied Health Sciences, Meenakshi Academy of Higher Education and Research (Deemed to be University), Chennai, India; Department of Biomedical Sciences, College of Health and Sciences, QU Health, Qatar University, Doha, Qatar
| | - Karthick Vasudevan
- Department of Biotechnology, School of Applied Sciences, REVA University, Bengaluru, India.
| | - Hrituraj Dey
- Department of Biotechnology, School of Applied Sciences, REVA University, Bengaluru, India
| | - Tasmia Kausar
- Department of Biotechnology, School of Applied Sciences, REVA University, Bengaluru, India
| | - S Udhaya Kumar
- Laboratory of Integrative Genomics, Department of Integrative Biology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| | - D Thirumal Kumar
- Faculty of Allied Health Sciences, Meenakshi Academy of Higher Education and Research (Deemed to be University), Chennai, India
| | - Hatem Zayed
- Department of Biomedical Sciences, College of Health and Sciences, QU Health, Qatar University, Doha, Qatar
| | - C George Priya Doss
- Laboratory of Integrative Genomics, Department of Integrative Biology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India.
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Westfall CS, Levin PA. Comprehensive analysis of central carbon metabolism illuminates connections between nutrient availability, growth rate, and cell morphology in Escherichia coli. PLoS Genet 2018; 14:e1007205. [PMID: 29432413 PMCID: PMC5825171 DOI: 10.1371/journal.pgen.1007205] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Revised: 02/23/2018] [Accepted: 01/17/2018] [Indexed: 01/23/2023] Open
Abstract
Bacterial morphology is a complex trait that is highly sensitive to changes in the environment. For heterotrophic organisms, such as Escherichia coli, increases in nutrient levels are frequently accompanied by several-fold increases in both size and growth rate. Despite the dramatic nature of these changes, how alterations in nutrient availability translate into changes in growth and morphology remains a largely open question. To understand the signaling networks coupling nutrient availability with size and shape, we examined the impact of deletions in the entirety of non-essential central carbon metabolic genes on E. coli growth rate and cell size. Our data reveal the presence of multiple metabolic nodes that play important yet distinctive roles in dictating biosynthetic capacity and shaping cell morphology. Specifically, perturbations of acetyl-CoA metabolism impact cell size and division through changes in fatty acid synthesis. Additionally, we identify a genetic pathway linking glucose levels to cell width through the signaling molecule cyclic-AMP. Together our findings highlight a surprising diversity of factors and mechanisms contributing to growth potential and cell morphology, providing a foundation for further studies. Often taken for granted, the shape of bacterial cells is a complex trait that is highly sensitive to environmental perturbations. Nutrients in particular, strongly impact bacterial morphology together with growth rate. The ubiquitous, rod-shaped bacteria Escherichia coli increases both length and width several fold upon a shift from nutrient poor to nutrient rich medium, a change accompanied by an equally dramatic increase in growth rate. Central carbon metabolism is an obvious site for the integration of nutrient dependent signals that dictate cell size and shape. To develop a clearer picture of the molecular mechanisms coupling nutrient assimilation with cell growth and morphology, we screened the entirety of non-essential carbon metabolic genes for their contribution to growth rate and cell shape. Our data reveal the presence of multiple regulatory circuits coordinating different metabolic pathways with specific aspects of cell growth and morphology. Together, these data firmly establish a role for central carbon metabolism as an environmentally sensitive sculptor of bacterial cells.
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Affiliation(s)
- Corey S. Westfall
- Department of Biology, Washington University, St. Louis, Missouri, United States of America
| | - Petra Anne Levin
- Department of Biology, Washington University, St. Louis, Missouri, United States of America
- * E-mail:
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Abstract
The growing problem of antibiotic resistance has been exacerbated by the use of new drugs that are merely variants of older overused antibiotics. While it is naive to expect to restrain the spread of resistance without controlling antibacterial usage, the desperate need for drugs with novel targets has been recognized by health organizations, industry and academia alike. The wealth of knowledge available about the bacterial cell-division pathway has aided target-driven approaches to identify novel inhibitors. Here, we discuss the therapeutic potential of inhibiting bacterial cell division, and review the progress made in this exciting new area of antibacterial discovery.
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Harry E, Monahan L, Thompson L. Bacterial cell division: the mechanism and its precison. INTERNATIONAL REVIEW OF CYTOLOGY 2006; 253:27-94. [PMID: 17098054 DOI: 10.1016/s0074-7696(06)53002-5] [Citation(s) in RCA: 140] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
The recent development of cell biology techniques for bacteria to allow visualization of fundamental processes in time and space, and their use in synchronous populations of cells, has resulted in a dramatic increase in our understanding of cell division and its regulation in these tiny cells. The first stage of cell division is the formation of a Z ring, composed of a polymerized tubulin-like protein, FtsZ, at the division site precisely at midcell. Several membrane-associated division proteins are then recruited to this ring to form a complex, the divisome, which causes invagination of the cell envelope layers to form a division septum. The Z ring marks the future division site, and the timing of assembly and positioning of this structure are important in determining where and when division will take place in the cell. Z ring assembly is controlled by many factors including negative regulatory mechanisms such as Min and nucleoid occlusion that influence Z ring positioning and FtsZ accessory proteins that bind to FtsZ directly and modulate its polymerization behavior. The replication status of the cell also influences the positioning of the Z ring, which may allow the tight coordination between DNA replication and cell division required to produce two identical newborn cells.
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Affiliation(s)
- Elizabeth Harry
- Institute for the Biotechnology of Infectious Diseases, University of Technology, Sydney, NSW 2007, Australia
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Abstract
Escherichia coli deleted for the tus gene are viable. Thus there must be at least one other mechanism for terminating chromosome synthesis. The tus deletion strain yielded a small fraction of cells that overproduce DNA, as determined by flow cytometry after run-out chromosome replication in the presence of rifampicin and cephalexin. A plasmid, paraBAD tus+, prevented the excess DNA replication only when arabinose was added to the medium to induce the synthesis of the Tus protein. Transduction studies were done to test whether or not additional chromosomal deletions could enhance the excess chromosome replication in the tus deletion strain. A strain containing a second deletion in metE udp overproduced DNA at a high level during run-out replication. Further studies demonstrated that a spontaneous unknown mutation had occurred during the transduction. This mutation was mapped and sequenced. It is polA(G544D). Transduction of polA(G544D) alone into the tus deletion strain produced the high DNA overproduction phenotype. The polA(G544D) and six other polA alleles were then tested in wild-type and in tus deletion backgrounds. The two alleles with low levels of 5'-->3' exonuclease (exo) overproduced DNA while those with either high or normal exo overproduce much less DNA in run-out assays in the wild-type background. In contrast, all seven mutant polA alleles caused the high DNA overproduction phenotype in a tus deletion background. To explain these results we propose a new in vivo function for wild-type DNA polymerase I in chromosome termination at site(s) not yet identified.
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Affiliation(s)
- Alvin Markovitz
- Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, IL 60637, USA.
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Mikulík K, Zhulanova E, Krátký M, Kofronová O, Benada O. Isolation and characterization of dcw cluster from Streptomyces collinus producing kirromycin. Biochem Biophys Res Commun 2000; 268:282-8. [PMID: 10679194 DOI: 10.1006/bbrc.2000.2127] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A 4.5-kb BamHI fragment of chromosomal DNA of Streptomyces collinus containing gene ftsZ was cloned and sequenced. Upstream of ftsZ are localized genes ftsQ, murG, and ftsW, and downstream is yfiH. Gene ftsA is not adjacent to ftsZ or other genes of the cloned fragment. Protein FtsZ was isolated and characterized with respect to its binding to GTP and GTPase activity. The binding of GTP to FtsZ was Ca(2+) or Mg(2+) dependent with an optimum at 10 mM. The rate of GTP hydrolysis by FtsZ was stimulated by KCl. The presence of Ca(2+) (3-5 mM) resulted in a significant increase of GTPase activity. Higher concentrations of Ca(2+) than 5 mM had an inhibitory effect on GTPase activity. These results indicate that divalent ions (Ca(2+) or Mg(2+)) can be involved in regulation of GTP binding and hydrolysis of FtsZ. The maximum level of FtsZ was detected in aerial mycelium when spiral loops and sporulation septa were formed. FtsZ is degraded after finishing sporulation septa.
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Affiliation(s)
- K Mikulík
- Institute of Microbiology, Academy of Sciences of the Czech Republic, Videnská 1083, Prague 4, 142 20, Czech Republic
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Flärdh K, Palacios P, Vicente M. Cell division genes ftsQAZ in Escherichia coli require distant cis-acting signals upstream of ddlB for full expression. Mol Microbiol 1998; 30:305-15. [PMID: 9791176 DOI: 10.1046/j.1365-2958.1998.01064.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
A transcriptional reporter fusion has been introduced into the chromosomal ftsZ locus in such a way that all transcription that normally reaches ftsZ can be monitored. The new Phi(ftsZ-lacZ ) fusion yields four times more beta-galactosidase activity than a ddlB-ftsQAZ-lacZ fusion on a lambda prophage vector. A strongly polar ddlB ::Omega insertion prevents contributions from signals upstream of the ftsQAZ promoters and decreases transcription of the chromosomal Phi(ftsZ-lacZ ) fusion by 66%, demonstrating that around two-thirds of total ftsZ transcription require cis-acting elements upstream of ddlB. We suggest that those elements are distant promoters, and thus that the cell division and cell wall synthesis genes in the dcw gene cluster are to a large extent co-transcribed. The ddlB ::Omega insertion is lethal unless additional copies of ftsQA are provided or a compensatory decrease in FtsZ synthesis is made. This shows that ddlB is a dispensable gene, and reinforces the critical role of the FtsA/FtsZ ratio in septation. Using the new reporter fusion, it is demonstrated that ftsZ expression is not autoregulated.
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Affiliation(s)
- K Flärdh
- Departamento de Biología Celular y del Desarrollo, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Madrid, Spain
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Wang H, Gayda RC. Quantitative determination of FtsA at different growth rates in Escherichia coli using monoclonal antibodies. Mol Microbiol 1992; 6:2517-24. [PMID: 1406287 DOI: 10.1111/j.1365-2958.1992.tb01428.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
FtsA is an essential cell division protein in Escherichia coli. Its synthesis in low amounts makes the investigation of its functions difficult. Partially purified FtsA protein was obtained by solubilizing cellular inclusion bodies after overexpression of the ftsA gene for the purpose of raising monoclonal antibodies. Mice were immunized with this FtsA protein fraction and their spleen cells were fused to Sp2/0-AG14 mouse myeloma cells. Hybrid cells were screened and two clones were positively identified as FtsA monoclonal antibody producers by enzyme-linked immunosorbent assay and Western blotting. A quantitative assay using these monoclonal antibodies indicated that the average number of FtsA molecules per cell to be between 50 and 200. However, the concentration of FtsA protein normalized to total cell protein was constant over a wide range of growth rates. This finding is in agreement with the hypothesized role of FtsA protein as a stoichiometric component of the septum.
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Affiliation(s)
- H Wang
- Department of Microbiology, Louisiana State University, Baton Rouge
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Dopazo A, Palacios P, Sánchez M, Pla J, Vicente M. An amino-proximal domain required for the localization of FtsQ in the cytoplasmic membrane, and for its biological function in Escherichia coli. Mol Microbiol 1992; 6:715-22. [PMID: 1574000 DOI: 10.1111/j.1365-2958.1992.tb01520.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The location of FtsQ, an Escherichia coli protein essential for cell division, is, under physiological conditions, in the cytoplasmic membrane facing towards the periplasmic space. An amino-proximal hydrophobic domain is required for FtsQ to reach its location and for its activity in the cell. Overexpression of modified forms of FtsQ is deleterious for the cell.
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Affiliation(s)
- A Dopazo
- Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Madrid, Spain
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Hara H, Yamamoto Y, Higashitani A, Suzuki H, Nishimura Y. Cloning, mapping, and characterization of the Escherichia coli prc gene, which is involved in C-terminal processing of penicillin-binding protein 3. J Bacteriol 1991; 173:4799-813. [PMID: 1856173 PMCID: PMC208159 DOI: 10.1128/jb.173.15.4799-4813.1991] [Citation(s) in RCA: 133] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
The prc gene, which is involved in cleavage of the C-terminal peptide from the precursor form of penicillin-binding protein 3 (PBP 3) of Escherichia coli, was cloned and mapped at 40.4 min on the chromosome. The gene product was identified as a protein of about 80 kDa in maxicell and in vitro systems. Fractionation of the maxicells producing the product suggested that the product was associated with the periplasmic side of the cytoplasmic membrane. This was consistent with the notion that the C-terminal processing of PBP 3 probably occurs outside the cytoplasmic membrane: the processing was found to be dependent on the secY and secA functions, indicating that the prc product or PBP 3 or both share the translocation machinery with other extracytoplasmic proteins. DNA sequencing analysis of the prc gene region identified an open reading frame, with two possible translational starts 6 bp apart from each other, that could code for a product with a calculated molecular weight of 76,667 or 76,432. The prc mutant was sensitive to thermal and osmotic stresses. Southern analysis of the chromosomal DNA of the mutant unexpectedly revealed that the mutation was a deletion of the entire prc gene and thus that the prc gene is conditionally dispensable. The mutation resulted in greatly reduced heat shock response at low osmolarity and in leakage of periplasmic proteins.
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Affiliation(s)
- H Hara
- National Institute of Genetics, Mishima, Japan
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11
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Carson MJ, Barondess J, Beckwith J. The FtsQ protein of Escherichia coli: membrane topology, abundance, and cell division phenotypes due to overproduction and insertion mutations. J Bacteriol 1991; 173:2187-95. [PMID: 2007547 PMCID: PMC207766 DOI: 10.1128/jb.173.7.2187-2195.1991] [Citation(s) in RCA: 98] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
The ftsQ gene is one of several genes thought to be specifically required for septum formation in Escherichia coli. Published work on the cell division behavior of ftsQ temperature-sensitive mutants suggested that the FtsQ product is required throughout the whole process of septum formation. Here we provide additional support for this hypothesis based on microscopic observations of the cell division defects resulting from insertional and temperature-sensitive mutations in the ftsQ gene, and constitutive overexpression of its gene product. On the basis of the published, predicted amino acid sequence of the FtsQ protein and our analysis of fusion proteins of the FtsQ protein to bacterial alkaline phosphatase, we conclude that FtsQ is a simple cytoplasmic membrane protein with a approximately 25-amino-acid cytoplasmic domain and a approximately 225-amino-acid periplasmic domain. We estimate that the FtsQ protein is present at about 22 copies per cell.
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Affiliation(s)
- M J Carson
- Department of Microbiology and Molecular Genetics, Harvard Medical School, Boston, Massachusetts 02115
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12
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Storts DR, Markovitz A. A novel rho promoter::Tn10 mutation suppresses and ftsQ1(Ts) missense mutation in an essential Escherichia coli cell division gene by a mechanism not involving polarity suppression. J Bacteriol 1991; 173:655-63. [PMID: 1846147 PMCID: PMC207057 DOI: 10.1128/jb.173.2.655-663.1991] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
An extragenic suppressor of the Escherichia coli cell division gene ftsQ1(Ts) was isolated. The suppressor is a Tn10 insertion into the -35 promoter consensus sequence of the rho gene, designated rho promoter::Tn10. The ftsQ1(Ts) mutation was also suppressed by the rho-4 mutant allele. The rho promoter::Tn10 strain does not exhibit rho mutant polarity suppressor phenotypes. In addition, overexpression of the ftsQ1(Ts) mutation does not reverse temperature sensitivity. Furthermore, DNA sequence analysis of the ftsQ1(Ts) allele revealed that the salt-remediable, temperature-sensitive phenotype arose from a single missense mutation. The most striking phenotype of the rho promoter::Tn10 mutant strain is an increase in the level of negative supercoiling. On the basis of these observations, we conclude that the ftsQ1(Ts) mutation may be suppressed by a change in supercoiling.
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Affiliation(s)
- D R Storts
- Department of Biochemistry and Molecular Biology, University of Chicago, Illinois 60637
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13
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Abstract
Cloned division genes (ftsQ and ftsA) and the gene for beta-lactamase (bla) were transcribed in vivo from a bacteriophage T7 promoter under conditions which blocked the use of other promoters. The different coding regions of single mRNAs were translated with widely different efficiencies, such that the ratio of beta-lactamase production to FtsQ production was about 75:1. The relative rates of translation of the division proteins reflected their relative rates of production from normal chromosomal promoters (FtsA greater than FtsQ). We show that the low rates of production of FtsQ and FtsA proteins are due to their ribosome-binding sequences and that there is no obligatory translational coupling between them, despite the close proximity of the genes. Levels of translation of FtsA are shown to be proportional to levels of transcription, and therefore there is no evidence of variable regulation of translation.
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Affiliation(s)
- A Mukherjee
- Department of Molecular Biology, University of Edinburgh, Scotland
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14
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Emory SA, Belasco JG. The ompA 5' untranslated RNA segment functions in Escherichia coli as a growth-rate-regulated mRNA stabilizer whose activity is unrelated to translational efficiency. J Bacteriol 1990; 172:4472-81. [PMID: 1695894 PMCID: PMC213277 DOI: 10.1128/jb.172.8.4472-4481.1990] [Citation(s) in RCA: 155] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
The 5' untranslated region (UTR) of the long-lived Escherichia coli ompA message can function in vivo as an mRNA stabilizer. Substitution of this ompA mRNA segment for the corresponding segment of the labile bla gene transcripts prolongs their lifetime by a factor of 6. We show here that the function of this ompA mRNA stabilizer requires the presence of a 115-nucleotide ompA RNA segment that lies upstream of the ribosome-binding site. Although deletion of this segment reduced the half-life of the ompA transcript by a factor of 5, its absence had almost no effect on the translational efficiency of ompA mRNA. Like the ompA transcript, but unlike bla mRNA, hybrid ompA-bla messages containing the complete ompA 5' UTR were significantly less stable under conditions of slow bacterial growth. We conclude that the stabilizing activity of the ompA 5' UTR is growth rate regulated and that the mechanism of mRNA stabilization by this RNA segment is not related to the spacing between translating ribosomes.
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Affiliation(s)
- S A Emory
- Department of Microbiology and Molecular Genetics, Harvard Medical School, Boston, Massachusetts 02115
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Wang HC, Gayda RC. High-level expression of the FtsA protein inhibits cell septation in Escherichia coli K-12. J Bacteriol 1990; 172:4736-40. [PMID: 2198274 PMCID: PMC213318 DOI: 10.1128/jb.172.8.4736-4740.1990] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
DNA fragments encoding the ftsA gene were subcloned into plasmids downstream of a lac promoter or a tac promoter. These plasmid constructs, when transformed into wild-type and mutant strains, inhibited normal cell septation, causing the formation of long nonseptate filaments. This phenotype is due to overproduction of the FtsA protein.
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Affiliation(s)
- H C Wang
- Department of Microbiology, Louisiana State University, Baton Rouge
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Affiliation(s)
- W D Donachie
- Department of Molecular Biology, University of Edinburgh
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