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Malekian N, Sainath S, Al-Fatlawi A, Schroeder M. Word-based GWAS harnesses the rich potential of genomic data for E. coli quinolone resistance. Front Microbiol 2023; 14:1276332. [PMID: 38152371 PMCID: PMC10751334 DOI: 10.3389/fmicb.2023.1276332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 11/16/2023] [Indexed: 12/29/2023] Open
Abstract
Quinolone resistance presents a growing global health threat. We employed word-based GWAS to explore genomic data, aiming to enhance our understanding of this phenomenon. Unlike traditional variant-based GWAS analyses, this approach simultaneously captures multiple genomic factors, including single and interacting resistance mutations and genes. Analyzing a dataset of 92 genomic E. coli samples from a wastewater treatment plant in Dresden, we identified 54 DNA unitigs significantly associated with quinolone resistance. Remarkably, our analysis not only validated known mutations in gyrA and parC genes and the results of our variant-based GWAS but also revealed new (mutated) genes such as mdfA, the AcrEF-TolC multidrug efflux system, ptrB, and hisI, implicated in antibiotic resistance. Furthermore, our study identified joint mutations in 14 genes including the known gyrA gene, providing insights into potential synergistic effects contributing to quinolone resistance. These findings showcase the exceptional capabilities of word-based GWAS in unraveling the intricate genomic foundations of quinolone resistance.
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Affiliation(s)
- Negin Malekian
- Biotechnology Center (BIOTEC), Technische Universität Dresden, Dresden, Germany
| | - Srividhya Sainath
- Biotechnology Center (BIOTEC), Technische Universität Dresden, Dresden, Germany
| | - Ali Al-Fatlawi
- Biotechnology Center (BIOTEC), Technische Universität Dresden, Dresden, Germany
- ITRDC, University of Kufa, Najaf, Iraq
| | - Michael Schroeder
- Biotechnology Center (BIOTEC), Technische Universität Dresden, Dresden, Germany
- Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI), TU Dresden, Dresden, Germany
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Herman R, Bennett-Ness C, Maqbool A, Afzal A, Leech A, Thomas GH. The Salmonella enterica serovar Typhimurium virulence factor STM3169 is a hexuronic acid binding protein component of a TRAP transporter. MICROBIOLOGY-SGM 2020; 166:981-987. [PMID: 32894213 PMCID: PMC7660916 DOI: 10.1099/mic.0.000967] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
The intracellular pathogen S. Typhimurium is a leading cause of foodborne illness across the world and is known to rely on a range of virulence factors to colonize the human host and cause disease. The gene coding for one such factor, stm3169, was determined to be upregulated upon macrophage entry and its disruption reduces survival in the macrophage. In this study we characterize the STM3169 protein, which forms the substrate binding protein (SBP) of an uncharacterized tripartite ATP-independent periplasmic (TRAP) transporter. Genome context analysis of the genes encoding this system in related bacteria suggests a function in sugar acid transport. We demonstrate that purified STM3169 binds d-glucuronic acid with high affinity and specificity. S. Typhimurium LT2 can use this sugar acid as a sole carbon source and the genes for a probable catabolic pathway are present in the genome. As this gene was previously implicated in macrophage survival, it suggests a role for d-glucuronate as an important carbon source for S. Typhimurium in this environment.
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Affiliation(s)
- Reyme Herman
- Department of Biology, University of York, Wentworth Way, York YO10 5DD, UK
| | - Cavan Bennett-Ness
- Present address: Institute of Genetics and Molecular Medicine, University of Edinburgh WGH, Crewe Road South, Edinburgh EH4 2XU, UK
| | - Abbas Maqbool
- Present address: The Sainsbury Laboratory, Norwich NR4 7UH, UK
| | - Amna Afzal
- Department of Biology, University of York, Wentworth Way, York YO10 5DD, UK
| | - Andrew Leech
- Department of Biology, University of York, Wentworth Way, York YO10 5DD, UK
| | - Gavin H. Thomas
- Department of Biology, University of York, Wentworth Way, York YO10 5DD, UK
- *Correspondence: Gavin H. Thomas,
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Shimada T, Yokoyama Y, Anzai T, Yamamoto K, Ishihama A. Regulatory Role of PlaR (YiaJ) for Plant Utilization in Escherichia coli K-12. Sci Rep 2019; 9:20415. [PMID: 31892694 PMCID: PMC6958661 DOI: 10.1038/s41598-019-56886-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 12/18/2019] [Indexed: 12/13/2022] Open
Abstract
Outside a warm-blooded animal host, the enterobacterium Escherichia coli K-12 is also able to grow and survive in stressful nature. The major organic substance in nature is plant, but the genetic system of E. coli how to utilize plant-derived materials as nutrients is poorly understood. Here we describe the set of regulatory targets for uncharacterized IclR-family transcription factor YiaJ on the E. coli genome, using gSELEX screening system. Among a total of 18 high-affinity binding targets of YiaJ, the major regulatory target was identified to be the yiaLMNOPQRS operon for utilization of ascorbate from fruits and galacturonate from plant pectin. The targets of YiaJ also include the genes involved in the utilization for other plant-derived materials as nutrients such as fructose, sorbitol, glycerol and fructoselysine. Detailed in vitro and in vivo analyses suggest that L-ascorbate and α-D-galacturonate are the effector ligands for regulation of YiaJ function. These findings altogether indicate that YiaJ plays a major regulatory role in expression of a set of the genes for the utilization of plant-derived materials as nutrients for survival. PlaR was also suggested to play protecting roles of E. coli under stressful environments in nature, including the formation of biofilm. We then propose renaming YiaJ to PlaR (regulator of plant utilization). The natural hosts of enterobacterium Escherichia coli are warm-blooded animals, but even outside hosts, E. coli can survive even under stressful environments. On earth, the most common organic materials to be used as nutrients by E. coli are plant-derived components, but up to the present time, the genetic system of E. coli for plant utilization is poorly understand. In the course of gSELEX screening of the regulatory targets for hitherto uncharacterized TFs, we identified in this study the involvement of the IclR-family YiaJ in the regulation of about 20 genes or operons, of which the majority are related to the catabolism of plant-derived materials such as ascorbate, galacturonate, sorbitol, fructose and fructoselysine. Therefore, we propose to rename YiaJ to PlaR (regulator of plant utilization).
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Affiliation(s)
- Tomohiro Shimada
- Meiji University, School of Agriculture, Kawasaki, Kanagawa, 214-8571, Japan. .,Hosei University, Research Institute of Micro-Nano Technology, Koganei, Tokyo, 184-0003, Japan.
| | - Yui Yokoyama
- Hosei University, Department of Frontier Bioscience, Koganei, Tokyo, 184-8584, Japan
| | - Takumi Anzai
- Meiji University, School of Agriculture, Kawasaki, Kanagawa, 214-8571, Japan
| | - Kaneyoshi Yamamoto
- Hosei University, Department of Frontier Bioscience, Koganei, Tokyo, 184-8584, Japan
| | - Akira Ishihama
- Hosei University, Research Institute of Micro-Nano Technology, Koganei, Tokyo, 184-0003, Japan. .,Hosei University, Department of Frontier Bioscience, Koganei, Tokyo, 184-8584, Japan.
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Shimada T, Momiyama E, Yamanaka Y, Watanabe H, Yamamoto K, Ishihama A. Regulatory role of XynR (YagI) in catabolism of xylonate in Escherichia coli K-12. FEMS Microbiol Lett 2018; 364:4566516. [PMID: 29087459 DOI: 10.1093/femsle/fnx220] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2017] [Accepted: 10/24/2017] [Indexed: 01/02/2023] Open
Abstract
The genome of Escherichia coli K-12 contains ten cryptic phages, altogether constituting about 3.6% of the genome in sequence. Among more than 200 predicted genes in these cryptic phages, 14 putative transcription factor (TF) genes exist, but their regulatory functions remain unidentified. As an initial attempt to make a breakthrough for understanding the regulatory roles of cryptic phage-encoded TFs, we tried to identify the regulatory function of CP4-6 cryptic prophage-encoded YagI with unknown function. After SELEX screening, YagI was found to bind mainly at a single site within the spacer of bidirectional transcription units, yagA (encoding another uncharacterized TF) and yagEF (encoding 2-keto-3-deoxy gluconate aldolase, and dehydratase, respectively) within this prophage region. YagEF enzymes are involved in the catabolism of xylose downstream from xylonate. We then designated YagI as XynR (regulator of xylonate catabolism), one of the rare single-target TFs. In agreement with this predicted regulatory function, the activity of XynR was suggested to be controlled by xylonate. Even though low-affinity binding sites of XynR were identified in the E. coli K-12 genome, they all were inside open reading frames, implying that the regulation network of XynR is still fixed within the CR4-6 prophage without significant influence over the host E. coli K-12.
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Affiliation(s)
- Tomohiro Shimada
- Research Center for Micro-Nano Technology, Hosei University, Kajino-cho 3-7-2, Koganei, Tokyo 184-0003, Japan.,School of Agriculture, Meiji University, Tama-ku, Kawasaki, Kanagawa 214-8571, Japan
| | - Eri Momiyama
- Department of Frontier Bioscience, Hosei University, Kajino-cho 3-7-2, Koganei, Tokyo 184-0003, Japan
| | - Yuki Yamanaka
- Research Center for Micro-Nano Technology, Hosei University, Kajino-cho 3-7-2, Koganei, Tokyo 184-0003, Japan.,Department of Frontier Bioscience, Hosei University, Kajino-cho 3-7-2, Koganei, Tokyo 184-0003, Japan
| | - Hiroki Watanabe
- Department of Frontier Bioscience, Hosei University, Kajino-cho 3-7-2, Koganei, Tokyo 184-0003, Japan
| | - Kaneyoshi Yamamoto
- Research Center for Micro-Nano Technology, Hosei University, Kajino-cho 3-7-2, Koganei, Tokyo 184-0003, Japan.,Department of Frontier Bioscience, Hosei University, Kajino-cho 3-7-2, Koganei, Tokyo 184-0003, Japan
| | - Akira Ishihama
- Research Center for Micro-Nano Technology, Hosei University, Kajino-cho 3-7-2, Koganei, Tokyo 184-0003, Japan.,Department of Frontier Bioscience, Hosei University, Kajino-cho 3-7-2, Koganei, Tokyo 184-0003, Japan
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Withman B, Gunasekera TS, Beesetty P, Agans R, Paliy O. Transcriptional responses of uropathogenic Escherichia coli to increased environmental osmolality caused by salt or urea. Infect Immun 2013; 81:80-9. [PMID: 23090957 PMCID: PMC3536127 DOI: 10.1128/iai.01049-12] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2012] [Accepted: 10/11/2012] [Indexed: 12/30/2022] Open
Abstract
Uropathogenic Escherichia coli (UPEC) is the most common causative agent of urinary tract infections in humans. The majority of urinary infections develop via ascending route through the urethra, where bacterial cells come in contact with human urine prior to reaching the bladder or kidneys. Since urine contains significant amounts of inorganic ions and urea, it imposes osmotic and denaturing stresses on bacterial cells. In this study, we determined the transcriptional adaptive responses of UPEC strain CFT073 to the presence of 0.3 M NaCl or 0.6 M urea in the growth medium. The cell responses to these two osmolytes were drastically different. Although most of the genes of the osmotically inducible regulon were overexpressed in medium with salt, urea failed to stimulate osmotic stress response. At the same time, UPEC colonization genes encoding type 1 and F1C fimbriae and capsule biosynthesis were transcriptionally induced in the presence of urea but did not respond to increased salt concentration. We speculate that urea can potentially be sensed by uropathogenic bacteria to initiate infection program. In addition, several molecular chaperone genes were overexpressed in the presence of urea, whereas adding NaCl to the medium led to an upregulation of a number of anaerobic metabolism pathways.
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Affiliation(s)
- Benjamin Withman
- Department of Biochemistry and Molecular Biology, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
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Mulligan C, Fischer M, Thomas GH. Tripartite ATP-independent periplasmic (TRAP) transporters in bacteria and archaea. FEMS Microbiol Rev 2011; 35:68-86. [PMID: 20584082 DOI: 10.1111/j.1574-6976.2010.00236.x] [Citation(s) in RCA: 144] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
The tripartite ATP-independent periplasmic (TRAP) transporters are the best-studied family of substrate-binding protein (SBP)-dependent secondary transporters and are ubiquitous in prokaryotes, but absent from eukaryotes. They are comprised of an SBP of the DctP or TAXI families and two integral membrane proteins of unequal sizes that form the DctQ and DctM protein families, respectively. The SBP component has a structure comprised of two domains connected by a hinge that closes upon substrate binding. In DctP-TRAP transporters, substrate binding is mediated through a conserved and specific arginine/carboxylate interaction in the SBP. While the SBP component has now been relatively well characterized, the membrane components of TRAP transporters are still poorly understood both in terms of their structure and function. We review the expanding repertoire of substrates and physiological roles for experimentally characterized TRAP transporters in bacteria and discuss mechanistic aspects of these transporters using data primarily from the sialic acid-specific TRAP transporter SiaPQM from Haemophilus influenzae, which suggest that TRAP transporters are high-affinity, Na(+)-dependent unidirectional secondary transporters.
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The yiaKLX1X2PQRS and ulaABCDEFG gene systems are required for the aerobic utilization of L-ascorbate in Klebsiella pneumoniae strain 13882 with L-ascorbate-6-phosphate as the inducer. J Bacteriol 2008; 190:6615-24. [PMID: 18708499 DOI: 10.1128/jb.00815-08] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The capacity to both ferment and oxidize L-ascorbate has been widely documented for a number of enteric bacteria. Here we present evidence that all the strains of Klebsiella pneumoniae tested in this study ferment L-ascorbate using the ula regulon-encoded proteins. Under aerobic conditions, several phenotypes were observed for the strains. Our results showed that the yiaK-S system is required for this aerobic metabolic process. Gel shift experiments performed with UlaR and YiaJ and probes corresponding to the specific promoters indicated that L-ascorbate-6-phosphate is the effector molecule recognized by both regulators, since binding of the repressors to their recognition sites was impaired by the presence of this compound. We demonstrated that in K. pneumoniae cells L-ascorbate-6-phosphate is formed only by the action of the UlaABC phosphotransferase system. This finding explains why strains that lack the ula genetic system and therefore are unable to form the inducer intracellularly cannot efficiently use this vitamin as a carbon source under either anaerobic or aerobic conditions. Thus, efficient aerobic metabolism of L-ascorbate in K. pneumoniae is dependent on the presence of both the yiaK-S and ula systems. The expression of the yiaK-S operon, but not the expression of the ula regulon, is controlled by oxygen availability. Both systems are regulated by the cyclic AMP (cAMP)-cAMP receptor protein (CRP) complex and by IHF.
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Thomas GH, Southworth T, León-Kempis MR, Leech A, Kelly DJ. Novel ligands for the extracellular solute receptors of two bacterial TRAP transporters. MICROBIOLOGY-SGM 2006; 152:187-198. [PMID: 16385129 DOI: 10.1099/mic.0.28334-0] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Tripartite ATP-independent periplasmic (TRAP) transporters are relatively common prokaryotic secondary transporters which comprise an extracytoplasmic solute receptor (ESR) protein and two dissimilar membrane proteins or domains, yet the substrates and physiological functions of only a few of these systems are so far known. In this study, a biophysical approach was used to identify the ligands for the purified Rhodobacter capsulatus RRC01191 and Escherichia coli YiaO proteins, which are members of two phylogenetically distinct families of TRAP-ESRs found in diverse bacteria. In contrast to previous indirect evidence pointing to RRC01191 orthologues being involved in polyol uptake, it was shown that RRC01191 binds pyruvate, 2-oxobutyrate and a broad range of aliphatic monocarboxylic 2-oxoacid anions with varying affinities (K(d) values 0.08-3 muM), consistent with a predicted role in monocarboxylate transport related to branched-chain amino-acid biosynthesis. The E. coli YiaMNO TRAP transporter has previously been proposed to be an l-xylulose uptake system [Plantinga et al. (2004) Mol Membr Biol 21, 51-57], but purified YiaO did not bind l- or d-xylulose as judged by fluorescence spectroscopy, circular dichroism or mass spectrometry. Instead, these techniques showed that a breakdown product of l-ascorbate, 2,3-diketo-l-gulonate (2,3-DKG), binds by a simple one-step mechanism with sub-micromolar affinity. The data provide the first evidence for the existence of ESR-dependent transporters for 2-oxoacids and 2,3-DKG, homologues of which appear to be widespread amongst prokaryotes. The results also underline the utility of direct ESR ligand-binding studies for TRAP transporter characterization.
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Affiliation(s)
- Gavin H Thomas
- Department of Molecular Biology and Biotechnology, University of Sheffield, Firth Court, Western Bank, Sheffield S10 2TN, UK
| | - Thomas Southworth
- Department of Molecular Biology and Biotechnology, University of Sheffield, Firth Court, Western Bank, Sheffield S10 2TN, UK
| | - Maria Rocio León-Kempis
- Department of Molecular Biology and Biotechnology, University of Sheffield, Firth Court, Western Bank, Sheffield S10 2TN, UK
| | - Andrew Leech
- Department of Molecular Biology and Biotechnology, University of Sheffield, Firth Court, Western Bank, Sheffield S10 2TN, UK
| | - David J Kelly
- Department of Molecular Biology and Biotechnology, University of Sheffield, Firth Court, Western Bank, Sheffield S10 2TN, UK
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