1
|
Velando F, Monteagudo-Cascales E, Matilla MA, Krell T. Differential CheR Affinity for Chemoreceptor C-Terminal Pentapeptides Modulates Chemotactic Responses. Mol Microbiol 2024; 122:465-476. [PMID: 39180229 DOI: 10.1111/mmi.15305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 07/25/2024] [Accepted: 07/27/2024] [Indexed: 08/26/2024]
Abstract
Many chemoreceptors contain a C-terminal pentapeptide at the end of a linker. In Escherichia coli, this pentapeptide forms a high-affinity binding site for CheR and phosphorylated CheB, and its removal interferes with chemoreceptor adaptation. Analysis of chemoreceptors revealed significant variation in their pentapeptide sequences, and bacteria often possess multiple chemoreceptors with differing pentapeptides. To assess whether this sequence variation alters CheR affinity and chemotaxis, we used Pectobacterium atrosepticum SCRI1043 as a model. SCRI1043 has 36 chemoreceptors, with 19 of them containing a C-terminal pentapeptide. We show that the affinity of CheR for the different pentapeptides varies up to 11-fold (KD 90 nM to 1 μM). Pentapeptides with the highest and lowest affinities differ only in a single amino acid. Deletion of the cheR gene abolishes chemotaxis. The replacement of the pentapeptide in the PacC chemoreceptor with those of the highest and lowest affinities significantly reduced chemotaxis to its cognate chemoeffector, L-Asp. Altering the PacC pentapeptide also reduced chemotaxis to L-Ser, but not to nitrate, which are responses mediated by the nontethered PacB and PacN chemoreceptors, respectively. Changes in the pentapeptide sequence thus modulate the response of the cognate receptor and that of another chemoreceptor.
Collapse
Affiliation(s)
- Félix Velando
- Department of Biotechnology and Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
| | - Elizabet Monteagudo-Cascales
- Department of Biotechnology and Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
| | - Miguel A Matilla
- Department of Biotechnology and Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
| | - Tino Krell
- Department of Biotechnology and Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
| |
Collapse
|
2
|
Agbekudzi A, Scharf BE. Chemoreceptors in Sinorhizobium meliloti require minimal pentapeptide tethers to provide adaptational assistance. Mol Microbiol 2024; 122:50-67. [PMID: 38798055 DOI: 10.1111/mmi.15282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 05/09/2024] [Accepted: 05/10/2024] [Indexed: 05/29/2024]
Abstract
Sensory adaptation in bacterial chemotaxis is mediated by posttranslational modifications of methyl-accepting chemotaxis proteins (MCPs). In Escherichia coli, the adaptation proteins CheR and CheB tether to a conserved C-terminal receptor pentapeptide. Here,we investigated the function of the pentapeptide motif (N/D)WE(E/N)F in Sinorhizobium meliloti chemotaxis. Isothermal titration calorimetry revealed stronger affinity of the pentapeptides to CheR and activated CheB relative to unmodified CheB. Strains with mutations of the conserved tryptophan in one or all four MCP pentapeptides resulted in a significant decrease or loss of chemotaxis to glycine betaine, lysine, and acetate, chemoattractants sensed by pentapeptide-bearing McpX and pentapeptide-lacking McpU and McpV, respectively. Importantly, we discovered that the pentapeptide mediates chemotaxis when fused to the C-terminus of pentapeptide-lacking chemoreceptors via a flexible linker. We propose that adaptational assistance and a threshold number of available sites enable the efficient docking of adaptation proteins to the chemosensory array. Altogether, these results demonstrate that S. meliloti effectively utilizes a pentapeptide-dependent adaptation system with a minimal number of tethering units to assist pentapeptide-lacking chemoreceptors and hypothesize that the higher abundance of CheR and CheB in S. meliloti compared to E. coli allows for ample recruitment of adaptation proteins to the chemosensory array.
Collapse
Affiliation(s)
- Alfred Agbekudzi
- Department of Biological Sciences, Life Sciences I, Virginia Tech, Blacksburg, Virginia, USA
| | - Birgit E Scharf
- Department of Biological Sciences, Life Sciences I, Virginia Tech, Blacksburg, Virginia, USA
| |
Collapse
|
3
|
Matilla MA, Martín-Mora D, Krell T. The use of isothermal titration calorimetry to unravel chemotactic signalling mechanisms. Environ Microbiol 2020; 22:3005-3019. [PMID: 32329116 DOI: 10.1111/1462-2920.15035] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 04/20/2020] [Accepted: 04/21/2020] [Indexed: 12/13/2022]
Abstract
Chemotaxis is based on the action of chemosensory pathways and is typically initiated by the recognition of chemoeffectors at chemoreceptor ligand-binding domains (LBD). Chemosensory signalling is highly complex; aspect that is not only reflected in the intricate interaction between many signalling proteins but also in the fact that bacteria frequently possess multiple chemosensory pathways and often a large number of chemoreceptors, which are mostly of unknown function. We review here the usefulness of isothermal titration calorimetry (ITC) to study this complexity. ITC is the gold standard for studying binding processes due to its precision and sensitivity, as well as its capability to determine simultaneously the association equilibrium constant, enthalpy change and stoichiometry of binding. There is now evidence that members of all major LBD families can be produced as individual recombinant proteins that maintain their ligand-binding properties. High-throughput screening of these proteins using thermal shift assays offer interesting initial information on chemoreceptor ligands, providing the basis for microcalorimetric analyses and microbiological experimentation. ITC has permitted the identification and characterization of many chemoreceptors with novel specificities. This ITC-based approach can also be used to identify signal molecules that stimulate members of other families of sensor proteins.
Collapse
Affiliation(s)
- Miguel A Matilla
- Department of Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
| | - David Martín-Mora
- Department of Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
| | - Tino Krell
- Department of Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
| |
Collapse
|
4
|
Caslavka Zempel KE, Vashisht AA, Barshop WD, Wohlschlegel JA, Clarke SG. Determining the Mitochondrial Methyl Proteome in Saccharomyces cerevisiae using Heavy Methyl SILAC. J Proteome Res 2016; 15:4436-4451. [PMID: 27696855 DOI: 10.1021/acs.jproteome.6b00521] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Methylation is a common and abundant post-translational modification. High-throughput proteomic investigations have reported many methylation sites from complex mixtures of proteins. The lack of consistency between parallel studies, resulting from both false positives and missed identifications, suggests problems with both over-reporting and under-reporting methylation sites. However, isotope labeling can be used effectively to address the issue of false-positives, and fractionation of proteins can increase the probability of identifying methylation sites in lower abundance. Here we have adapted heavy methyl SILAC to analyze fractions of the budding yeast Saccharomyces cerevisiae under respiratory conditions to allow for the production of mitochondria, an organelle whose proteins are often overlooked in larger methyl proteome studies. We have found 12 methylation sites on 11 mitochondrial proteins as well as an additional 14 methylation sites on 9 proteins that are nonmitochondrial. Of these methylation sites, 20 sites have not been previously reported. This study represents the first characterization of the yeast mitochondrial methyl proteome and the second proteomic investigation of global mitochondrial methylation to date in any organism.
Collapse
Affiliation(s)
- Katelyn E Caslavka Zempel
- Department of Chemistry and Biochemistry and the Molecular Biology Institute and ‡Department of Biological Chemistry and the David Geffen School of Medicine, UCLA , Los Angeles, California 90095, United States
| | - Ajay A Vashisht
- Department of Chemistry and Biochemistry and the Molecular Biology Institute and ‡Department of Biological Chemistry and the David Geffen School of Medicine, UCLA , Los Angeles, California 90095, United States
| | - William D Barshop
- Department of Chemistry and Biochemistry and the Molecular Biology Institute and ‡Department of Biological Chemistry and the David Geffen School of Medicine, UCLA , Los Angeles, California 90095, United States
| | - James A Wohlschlegel
- Department of Chemistry and Biochemistry and the Molecular Biology Institute and ‡Department of Biological Chemistry and the David Geffen School of Medicine, UCLA , Los Angeles, California 90095, United States
| | - Steven G Clarke
- Department of Chemistry and Biochemistry and the Molecular Biology Institute and ‡Department of Biological Chemistry and the David Geffen School of Medicine, UCLA , Los Angeles, California 90095, United States
| |
Collapse
|
5
|
García-Fontana C, Corral Lugo A, Krell T. Specificity of the CheR2 methyltransferase in Pseudomonas aeruginosa is directed by a C-terminal pentapeptide in the McpB chemoreceptor. Sci Signal 2014; 7:ra34. [PMID: 24714571 DOI: 10.1126/scisignal.2004849] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Methyltransferases of the CheR family and methylesterases of the CheB family control chemoreceptor methylation, and this dynamic posttranslational modification is necessary for proper chemotaxis of bacteria. Studies with enterobacteria that contain a single CheR or CheB show that, in addition to binding at the methylation site, some chemoreceptors bind CheR or CheB through additional high-affinity sites at distinct pentapeptide sequences in the chemoreceptors. We investigated the recognition of chemoreceptors by CheR proteins in the human pathogen Pseudomonas aeruginosa PAO1. Of the four methyltransferases in PAO1, we detected an interaction only between CheR2 and the chemoreceptor methyl-accepting chemotaxis protein B (McpB), which contains the pentapeptide GWEEF at its carboxyl terminus. Furthermore, CheR2 was also the only paralog that methylated McpB in vitro, and deletion of the pentapeptide sequence abolished both the CheR2-McpB interaction and the methylation of McpB. When clustered according to protein sequence, bacterial CheR proteins form two distinct families-those that bind pentapeptide-containing chemoreceptors and those that do not. These two families are distinguished by an insertion of three amino acids in the β-subdomain of CheR. Deletion of this insertion in CheR2 prevented its interaction with and methylation of McpB. Pentapeptide-containing chemoreceptors are common to many bacteria species; thus, these short, distinct motifs may enable the specific assembly of signaling complexes that mediate different responses.
Collapse
Affiliation(s)
- Cristina García-Fontana
- 1Department of Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, C/ Prof. Albareda, 1, 18008 Granada, Spain
| | | | | |
Collapse
|
6
|
García-Fontana C, Reyes-Darias JA, Muñoz-Martínez F, Alfonso C, Morel B, Ramos JL, Krell T. High specificity in CheR methyltransferase function: CheR2 of Pseudomonas putida is essential for chemotaxis, whereas CheR1 is involved in biofilm formation. J Biol Chem 2013; 288:18987-99. [PMID: 23677992 DOI: 10.1074/jbc.m113.472605] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Chemosensory pathways are a major signal transduction mechanism in bacteria. CheR methyltransferases catalyze the methylation of the cytosolic signaling domain of chemoreceptors and are among the core proteins of chemosensory cascades. These enzymes have primarily been studied Escherichia coli and Salmonella typhimurium, which possess a single CheR involved in chemotaxis. Many other bacteria possess multiple cheR genes. Because the sequences of chemoreceptor signaling domains are highly conserved, it remains to be established with what degree of specificity CheR paralogues exert their activity. We report here a comparative analysis of the three CheR paralogues of Pseudomonas putida. Isothermal titration calorimetry studies show that these paralogues bind the product of the methylation reaction, S-adenosylhomocysteine, with much higher affinity (KD of 0.14-2.2 μM) than the substrate S-adenosylmethionine (KD of 22-43 μM), which indicates product feedback inhibition. Product binding was particularly tight for CheR2. Analytical ultracentrifugation experiments demonstrate that CheR2 is monomeric in the absence and presence of S-adenosylmethionine or S-adenosylhomocysteine. Methylation assays show that CheR2, but not the other paralogues, methylates the McpS and McpT chemotaxis receptors. The mutant in CheR2 was deficient in chemotaxis, whereas mutation of CheR1 and CheR3 had either no or little effect on chemotaxis. In contrast, biofilm formation of the CheR1 mutant was largely impaired but not affected in the other mutants. We conclude that CheR2 forms part of a chemotaxis pathway, and CheR1 forms part of a chemosensory route that controls biofilm formation. Data suggest that CheR methyltransferases act with high specificity on their cognate chemoreceptors.
Collapse
Affiliation(s)
- Cristina García-Fontana
- Department of Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, C/ Prof. Albareda, 1, 18008 Granada, Spain
| | | | | | | | | | | | | |
Collapse
|
7
|
Muñoz-Martínez F, García-Fontana C, Rico-Jiménez M, Alfonso C, Krell T. Genes encoding Cher-TPR fusion proteins are predominantly found in gene clusters encoding chemosensory pathways with alternative cellular functions. PLoS One 2012; 7:e45810. [PMID: 23029255 PMCID: PMC3447774 DOI: 10.1371/journal.pone.0045810] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2012] [Accepted: 08/24/2012] [Indexed: 12/14/2022] Open
Abstract
Chemosensory pathways correspond to major signal transduction mechanisms and can be classified into the functional families flagellum-mediated taxis, type four pili-mediated taxis or pathways with alternative cellular functions (ACF). CheR methyltransferases are core enzymes in all of these families. CheR proteins fused to tetratricopeptide repeat (TPR) domains have been reported and we present an analysis of this uncharacterized family. We show that CheR-TPRs are widely distributed in GRAM-negative but almost absent from GRAM-positive bacteria. Most strains contain a single CheR-TPR and its abundance does not correlate with the number of chemoreceptors. The TPR domain fused to CheR is comparatively short and frequently composed of 2 repeats. The majority of CheR-TPR genes were found in gene clusters that harbor multidomain response regulators in which the REC domain is fused to different output domains like HK, GGDEF, EAL, HPT, AAA, PAS, GAF, additional REC, HTH, phosphatase or combinations thereof. The response regulator architectures coincide with those reported for the ACF family of pathways. Since the presence of multidomain response regulators is a distinctive feature of this pathway family, we conclude that CheR-TPR proteins form part of ACF type pathways. The diversity of response regulator output domains suggests that the ACF pathways form a superfamily which regroups many different regulatory mechanisms, in which all CheR-TPR proteins appear to participate. In the second part we characterize WspC of Pseudomonas putida, a representative example of CheR-TPR. The affinities of WspC-Pp for S-adenosylmethionine and S-adenosylhomocysteine were comparable to those of prototypal CheR, indicating that WspC-Pp activity is in analogy to prototypal CheRs controlled by product feed-back inhibition. The removal of the TPR domain did not impact significantly on the binding constants and consequently not on the product feed-back inhibition. WspC-Pp was found to be monomeric, which rules out a role of the TPR domain in self-association.
Collapse
Affiliation(s)
- Francisco Muñoz-Martínez
- Department of Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
| | - Cristina García-Fontana
- Department of Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
| | - Miriam Rico-Jiménez
- Department of Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
| | | | - Tino Krell
- Department of Environmental Protection, Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
- * E-mail:
| |
Collapse
|
8
|
Li Z, Stieglitz KA, Shrout AL, Wei Y, Weis RM, Stec B, Roberts MF. Mobile loop mutations in an archaeal inositol monophosphatase: modulating three-metal ion assisted catalysis and lithium inhibition. Protein Sci 2010; 19:309-18. [PMID: 20027624 PMCID: PMC2865715 DOI: 10.1002/pro.315] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2009] [Revised: 11/20/2009] [Accepted: 12/10/2009] [Indexed: 01/20/2023]
Abstract
The inositol monophosphatase (IMPase) enzyme from the hyperthermophilic archaeon Methanocaldococcus jannaschii requires Mg(2+) for activity and binds three to four ions tightly in the absence of ligands: K(D) = 0.8 muM for one ion with a K(D) of 38 muM for the other Mg(2+) ions. However, the enzyme requires 5-10 mM Mg(2+) for optimum catalysis, suggesting substrate alters the metal ion affinity. In crystal structures of this archaeal IMPase with products, one of the three metal ions is coordinated by only one protein contact, Asp38. The importance of this and three other acidic residues in a mobile loop that approaches the active site was probed with mutational studies. Only D38A exhibited an increased kinetic K(D) for Mg(2+); D26A, E39A, and E41A showed no significant change in the Mg(2+) requirement for optimal activity. D38A also showed an increased K(m), but little effect on k(cat). This behavior is consistent with this side chain coordinating the third metal ion in the substrate complex, but with sufficient flexibility in the loop such that other acidic residues could position the Mg(2+) in the active site in the absence of Asp38. While lithium ion inhibition of the archaeal IMPase is very poor (IC(50) approximately 250 mM), the D38A enzyme has a dramatically enhanced sensitivity to Li(+) with an IC(50) of 12 mM. These results constitute additional evidence for three metal ion assisted catalysis with substrate and product binding reducing affinity of the third necessary metal ion. They also suggest a specific mode of action for lithium inhibition in the IMPase superfamily.
Collapse
Affiliation(s)
- Zheng Li
- Department of Chemistry, Boston CollegeChestnut Hill, Massachusetts 02467
| | - Kimberly A Stieglitz
- Science, Technology, Engineering, and Mathematics, Roxbury Community CollegeBoston, Massachusetts 02120
| | - Anthony L Shrout
- Department of Chemistry, University of MassachusettsAmherst, Massachusetts 01003
| | - Yang Wei
- Department of Chemistry, Boston CollegeChestnut Hill, Massachusetts 02467
| | - Robert M Weis
- Department of Chemistry, University of MassachusettsAmherst, Massachusetts 01003
| | - Boguslaw Stec
- The Burnham Institute for Medical ResearchLa Jolla, California 92037
| | - Mary F Roberts
- Department of Chemistry, Boston CollegeChestnut Hill, Massachusetts 02467
| |
Collapse
|
9
|
Hansen CH, Endres RG, Wingreen NS. Chemotaxis in Escherichia coli: a molecular model for robust precise adaptation. PLoS Comput Biol 2007; 4:e1. [PMID: 18179279 PMCID: PMC2174977 DOI: 10.1371/journal.pcbi.0040001] [Citation(s) in RCA: 134] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2007] [Accepted: 11/19/2007] [Indexed: 11/18/2022] Open
Abstract
The chemotaxis system in the bacterium Escherichia coli is remarkably sensitive to small relative changes in the concentrations of multiple chemical signals over a broad range of ambient concentrations. Interactions among receptors are crucial to this sensitivity as is precise adaptation, the return of chemoreceptor activity to prestimulus levels in a constant chemoeffector environment. Precise adaptation relies on methylation and demethylation of chemoreceptors by the enzymes CheR and CheB, respectively. Experiments indicate that when transiently bound to one receptor, these enzymes act on small assistance neighborhoods (AN) of five to seven receptor homodimers. In this paper, we model a strongly coupled complex of receptors including dynamic CheR and CheB acting on ANs. The model yields sensitive response and precise adaptation over several orders of magnitude of attractant concentrations and accounts for different responses to aspartate and serine. Within the model, we explore how the precision of adaptation is limited by small AN size as well as by CheR and CheB kinetics (including dwell times, saturation, and kinetic differences among modification sites) and how these kinetics contribute to noise in complex activity. The robustness of our dynamic model for precise adaptation is demonstrated by randomly varying biochemical parameters. Bacteria swim in relatively straight lines and change directions through tumbling. In the process of chemotaxis, a network of receptors and other proteins controls the tumbling frequency to direct an otherwise random walk toward nutrients and away from repellents. Receptor clustering and adaptation to persistent stimuli through covalent modification allow chemotaxis to be sensitive over a large range of ambient concentrations. The individual components of the chemotaxis network are well characterized, and signaling measurements by fluorescence microscopy quantify the network's response, making the system well suited for modeling and analysis. In this paper, we expand upon a previous model based on experiments indicating that the covalent modifications required for adaptation occur through the action of enzymes on groups of neighboring receptors, referred to as assistance neighborhoods. Simulations show that our proposed molecular model of a strongly coupled complex of receptors produces accurate responses to different stimuli and is robust to parameter variation. Within this model, the correct adaptation response is limited by small assistance-neighborhood size as well as enzyme kinetics. We also explore how these kinetics contribute to noise in the chemotactic response.
Collapse
Affiliation(s)
- Clinton H Hansen
- Department of Physics, Princeton University, Princeton, New Jersey, United States of America
| | - Robert G Endres
- Department of Molecular Biology, Princeton University, Princeton, New Jersey, United States of America
| | - Ned S Wingreen
- Department of Molecular Biology, Princeton University, Princeton, New Jersey, United States of America
- * To whom correspondence should be addressed. E-mail:
| |
Collapse
|
10
|
Abstract
Serial ligation is the repeated reversible binding of a ligand to one receptor after another. It is a widespread phenomenon throughout biochemical systems, occurring anytime receptors are clustered together and ligand binding is reversible. Computer simulations are used in this work to investigate a representative example, which is the serial ligation of an extracellular aspartate molecule to the membrane-bound chemotaxis receptors of an Escherichia coli bacterium. It is found that the initial binding site of a ligand to a cluster of receptors is more likely to be near the edge of the cluster than near the middle, although there is no overall bias when all rebindings are considered. Serial ligation does not lead directly to signal amplification or attenuation but instead causes binding events to be correlated in both space and time: a ligand is likely to bind many times in rapid succession in a small region of the receptor cluster, but there can also be long intervals between bindings. This leads to an increased level of noise in the received signal but may allow a single ligand to be sensed above a uniform level of background noise. The focus of this paper is on the interpretation of simulation results so they can be generalized to a wide variety of other systems and to allow the identification of systems in which serial ligation is likely to be important. In the process, several characteristic times are identified, as are scaling laws for the spatial and temporal dynamics.
Collapse
Affiliation(s)
- Steven S Andrews
- Physical Biosciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, MS 977-152, Berkeley, CA 94720, USA.
| |
Collapse
|
11
|
Li J, Wang L, Hashimoto Y, Tsao CY, Wood TK, Valdes JJ, Zafiriou E, Bentley WE. A stochastic model of Escherichia coli AI-2 quorum signal circuit reveals alternative synthesis pathways. Mol Syst Biol 2006; 2:67. [PMID: 17170762 PMCID: PMC1762088 DOI: 10.1038/msb4100107] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2006] [Accepted: 09/18/2006] [Indexed: 01/08/2023] Open
Abstract
Quorum sensing (QS) is an important determinant of bacterial phenotype. Many cell functions are regulated by intricate and multimodal QS signal transduction processes. The LuxS/AI-2 QS system is highly conserved among Eubacteria and AI-2 is reported as a 'universal' signal molecule. To understand the hierarchical organization of AI-2 circuitry, a comprehensive approach incorporating stochastic simulations was developed. We investigated the synthesis, uptake, and regulation of AI-2, developed testable hypotheses, and made several discoveries: (1) the mRNA transcript and protein levels of AI-2 synthases, Pfs and LuxS, do not contribute to the dramatically increased level of AI-2 found when cells are grown in the presence of glucose; (2) a concomitant increase in metabolic flux through this synthesis pathway in the presence of glucose only partially accounts for this difference. We predict that 'high-flux' alternative pathways or additional biological steps are involved in AI-2 synthesis; and (3) experimental results validate this hypothesis. This work demonstrates the utility of linking cell physiology with systems-based stochastic models that can be assembled de novo with partial knowledge of biochemical pathways.
Collapse
Affiliation(s)
- Jun Li
- Center for Biosystems Research, University of Maryland Biotechnology Institute, College Park, Maryland, MD, USA
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland, MD, USA
| | - Liang Wang
- Center for Biosystems Research, University of Maryland Biotechnology Institute, College Park, Maryland, MD, USA
- Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, Maryland, MD, USA
| | - Yoshifumi Hashimoto
- Center for Biosystems Research, University of Maryland Biotechnology Institute, College Park, Maryland, MD, USA
| | - Chen-Yu Tsao
- Center for Biosystems Research, University of Maryland Biotechnology Institute, College Park, Maryland, MD, USA
- Department of Chemical and Biomolecular Engineering, University of Maryland, College Park, Maryland, MD, USA
| | - Thomas K Wood
- Department of Chemical Engineering, Texas A&M University, College Station, TX, USA
| | - James J Valdes
- Edgewood Chemical Biological Center, US Army, Aberdeen Proving Ground, MD, USA
| | - Evanghelos Zafiriou
- Department of Chemical and Biomolecular Engineering, University of Maryland, College Park, Maryland, MD, USA
| | - William E Bentley
- Center for Biosystems Research, University of Maryland Biotechnology Institute, College Park, Maryland, MD, USA
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland, MD, USA
- Department of Chemical and Biomolecular Engineering, University of Maryland, College Park, Maryland, MD, USA
| |
Collapse
|
12
|
Cliff MJ, Ladbury JE. A survey of the year 2002 literature on applications of isothermal titration calorimetry. J Mol Recognit 2004; 16:383-91. [PMID: 14732929 DOI: 10.1002/jmr.648] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Isothermal titration calorimetry (ITC) is becoming widely accepted as a key instrument in any laboratory in which quantification of biomolecular interactions is a requisite. The method has matured with respect to general acceptance and application development over recent years. The number of publications on ITC has grown exponentially over the last 10 years, reflecting the general utility of the method. Here all the published works of the year 2002 in this area have been surveyed. We review the broad range of systems to which ITC is being directed and classify these into general areas highlighting key publications of interest. This provides an overview of what can be achieved using this method and what developments are likely to occur in the near future.
Collapse
Affiliation(s)
- Matthew J Cliff
- Department of Biochemistry and Molecular Biology, University College London, Gower Street, London WC1E 6BT, UK
| | | |
Collapse
|