Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 22
Filter
1.
Commun Chem ; 7(1): 84, 2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38609430

ABSTRACT

The ability Gram-negative pathogens have at adapting and protecting themselves against antibiotics has increasingly become a public health threat. Data-driven models identifying molecular properties that correlate with outer membrane (OM) permeation and growth inhibition while avoiding efflux could guide the discovery of novel classes of antibiotics. Here we evaluate 174 molecular descriptors in 1260 antimicrobial compounds and study their correlations with antibacterial activity in Gram-negative Pseudomonas aeruginosa. The descriptors are derived from traditional approaches quantifying the compounds' intrinsic physicochemical properties, together with, bacterium-specific from ensemble docking of compounds targeting specific MexB binding pockets, and all-atom molecular dynamics simulations in different subregions of the OM model. Using these descriptors and the measured inhibitory concentrations, we design a statistical protocol to identify predictors of OM permeation/inhibition. We find consistent rules across most of our data highlighting the role of the interaction between the compounds and the OM. An implementation of the rules uncovered in our study is shown, and it demonstrates the accuracy of our approach in a set of previously unseen compounds. Our analysis sheds new light on the key properties drug candidates need to effectively permeate/inhibit P. aeruginosa, and opens the gate to similar data-driven studies in other Gram-negative pathogens.

2.
mBio ; 14(4): e0140323, 2023 08 31.
Article in English | MEDLINE | ID: mdl-37493633

ABSTRACT

Transporters of the resistance-nodulation-cell division (RND) superfamily of proteins are the dominant multidrug efflux power of Gram-negative bacteria. The major RND efflux pump of Pseudomonas aeruginosa is MexAB-OprM, in which the inner membrane transporter MexB is responsible for the recognition and binding of compounds. The high importance of this pump in clinical antibiotic resistance made it a subject of intense investigations and a promising target for the discovery of efflux pump inhibitors. This study is focused on a series of peptidomimetic compounds developed as effective inhibitors of MexAB-OprM. We performed multi-copy molecular dynamics simulations, machine-learning (ML) analyses, and site-directed mutagenesis of MexB to investigate interactions of MexB with representatives of efflux avoiders, substrates, and inhibitors. The analysis of both direct and water-mediated protein-ligand interactions revealed characteristic patterns for each class, highlighting significant differences between them. We found that efflux avoiders poorly interact with the access binding site of MexB, and inhibition engages amino acid residues that are not directly involved in binding and transport of substrates. In agreement, machine-learning models selected different residues predictive of MexB substrates and inhibitors. The differences in interactions were further validated by site-directed mutagenesis. We conclude that the substrate translocation and inhibition pathways of MexB split at the interface (between the main putative binding sites) and at the deep binding pocket and that interactions outside of the hydrophobic patch contribute to the inhibition of MexB. This molecular-level information could help in the rational design of new inhibitors and antibiotics less susceptible to the efflux mechanism. IMPORTANCE Multidrug transporters recognize and expel from cells a broad range of ligands including their own inhibitors. The difference between the substrate translocation and inhibition routes remains unclear. In this study, machine learning and computational and experimental approaches were used to understand dynamics of MexB interactions with its ligands. Our results show that some ligands engage a certain combination of polar and charged residues in MexB binding sites to be effectively expelled into the exit funnel, whereas others engage aromatic and hydrophobic residues that slow down or hinder the next step in the transporter cycle. These findings suggest that all MexB ligands fit into this substrate-inhibitor spectrum depending on their physico-chemical structures and properties.


Subject(s)
Bacterial Outer Membrane Proteins , Pseudomonas aeruginosa , Pseudomonas aeruginosa/metabolism , Bacterial Outer Membrane Proteins/metabolism , Ligands , Microbial Sensitivity Tests , Membrane Transport Proteins/metabolism
3.
Proc Natl Acad Sci U S A ; 119(30): e2113963119, 2022 07 26.
Article in English | MEDLINE | ID: mdl-35858440

ABSTRACT

Transporters belonging to the Resistance-Nodulation-cell Division (RND) superfamily of proteins such as Mycobacterium tuberculosis MmpL3 and its analogs are the focus of intense investigations due to their importance in the physiology of Corynebacterium-Mycobacterium-Nocardia species and antimycobacterial drug discovery. These transporters deliver trehalose monomycolates, the precursors of major lipids of the outer membrane, to the periplasm by a proton motive force-dependent mechanism. In this study, we successfully purified, from native membranes, the full-length and the C-terminal truncated M. tuberculosis MmpL3 and Corynebacterium glutamicum CmpL1 proteins and reconstituted them into proteoliposomes. We also generated a series of substrate mimics and inhibitors specific to these transporters, analyzed their activities in the reconstituted proteoliposomes, and carried out molecular dynamics simulations of the model MmpL3 transporter at different pH. We found that all reconstituted proteins facilitate proton translocation across a phospholipid bilayer, but MmpL3 and CmpL1 differ dramatically in their responses to pH and interactions with substrate mimics and indole-2-carboxamide inhibitors. Our results further suggest that some inhibitors abolish the transport activity of MmpL3 and CmpL1 by inhibition of proton translocation.


Subject(s)
Bacterial Proteins , Membrane Transport Proteins , Bacterial Proteins/antagonists & inhibitors , Bacterial Proteins/chemistry , Corynebacterium , Ion Transport , Lipid Bilayers/chemistry , Membrane Transport Proteins/chemistry , Mycolic Acids/metabolism , Protons , Substrate Specificity
4.
J Biol Chem ; 296: 100700, 2021.
Article in English | MEDLINE | ID: mdl-33895137

ABSTRACT

YhcB, a poorly understood protein conserved across gamma-proteobacteria, contains a domain of unknown function (DUF1043) and an N-terminal transmembrane domain. Here, we used an integrated approach including X-ray crystallography, genetics, and molecular biology to investigate the function and structure of YhcB. The Escherichia coli yhcB KO strain does not grow at 45 °C and is hypersensitive to cell wall-acting antibiotics, even in the stationary phase. The deletion of yhcB leads to filamentation, abnormal FtsZ ring formation, and aberrant septum development. The Z-ring is essential for the positioning of the septa and the initiation of cell division. We found that YhcB interacts with proteins of the divisome (e.g., FtsI, FtsQ) and elongasome (e.g., RodZ, RodA). Seven of these interactions are also conserved in Yersinia pestis and/or Vibrio cholerae. Furthermore, we mapped the amino acid residues likely involved in the interactions of YhcB with FtsI and RodZ. The 2.8 Å crystal structure of the cytosolic domain of Haemophilus ducreyi YhcB shows a unique tetrameric α-helical coiled-coil structure likely to be involved in linking the Z-ring to the septal peptidoglycan-synthesizing complexes. In summary, YhcB is a conserved and conditionally essential protein that plays a role in cell division and consequently affects envelope biogenesis. Based on these findings, we propose to rename YhcB to ZapG (Z-ring-associated protein G). This study will serve as a starting point for future studies on this protein family and on how cells transit from exponential to stationary survival.


Subject(s)
Bacterial Proteins/metabolism , Peptidoglycan/biosynthesis , Proteobacteria/cytology , Proteobacteria/metabolism , Bacterial Proteins/chemistry , Cell Division , Crystallography, X-Ray , Models, Molecular , Protein Conformation
5.
mBio ; 12(1)2021 01 19.
Article in English | MEDLINE | ID: mdl-33468691

ABSTRACT

Antibiotic-resistant bacteria rapidly spread in clinical and natural environments and challenge our modern lifestyle. A major component of defense against antibiotics in Gram-negative bacteria is a drug permeation barrier created by active efflux across the outer membrane. We identified molecular determinants defining the propensity of small peptidomimetic molecules to avoid and inhibit efflux pumps in Pseudomonas aeruginosa, a human pathogen notorious for its antibiotic resistance. Combining experimental and computational protocols, we mapped the fate of the compounds from structure-activity relationships through their dynamic behavior in solution, permeation across both the inner and outer membranes, and interaction with MexB, the major efflux transporter of P. aeruginosa We identified predictors of efflux avoidance and inhibition and demonstrated their power by using a library of traditional antibiotics and compound series and by generating new inhibitors of MexB. The identified predictors will enable the discovery and optimization of antibacterial agents suitable for treatment of P. aeruginosa infections.IMPORTANCE Efflux pump avoidance and inhibition are desired properties for the optimization of antibacterial activities against Gram-negative bacteria. However, molecular and physicochemical interactions defining the interface between compounds and efflux pumps remain poorly understood. We identified properties that correlate with efflux avoidance and inhibition, are predictive of similar features in structurally diverse compounds, and allow researchers to distinguish between efflux substrates, inhibitors, and avoiders in P. aeruginosa The developed predictive models are based on the descriptors representative of different clusters comprising a physically intuitive combination of properties. Molecular shape (represented by acylindricity), amphiphilicity (anisotropic polarizability), aromaticity (number of aromatic rings), and the partition coefficient (LogD) are physicochemical predictors of efflux inhibitors, whereas interactions with Pro668 and Leu674 residues of MexB distinguish between inhibitors/substrates and efflux avoiders. The predictive models and efflux rules are applicable to compounds with unrelated chemical scaffolds and pave the way for development of compounds with the desired efflux interface properties.


Subject(s)
Anti-Bacterial Agents/pharmacology , Bacterial Outer Membrane Proteins/chemistry , Drug Resistance, Multiple, Bacterial/drug effects , Membrane Transport Proteins/chemistry , Models, Biological , Peptidomimetics/pharmacology , Pseudomonas aeruginosa/drug effects , Anti-Bacterial Agents/chemical synthesis , Anti-Bacterial Agents/metabolism , Bacterial Outer Membrane Proteins/antagonists & inhibitors , Bacterial Outer Membrane Proteins/genetics , Bacterial Outer Membrane Proteins/metabolism , Binding Sites , Biological Transport/drug effects , Gene Expression , Kinetics , Membrane Transport Proteins/genetics , Membrane Transport Proteins/metabolism , Microbial Sensitivity Tests , Models, Molecular , Peptidomimetics/chemical synthesis , Peptidomimetics/metabolism , Principal Component Analysis , Protein Binding , Protein Conformation, alpha-Helical , Protein Conformation, beta-Strand , Protein Interaction Domains and Motifs , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/metabolism , Structure-Activity Relationship , Thermodynamics
6.
Nat Chem Biol ; 16(12): 1293-1302, 2020 12.
Article in English | MEDLINE | ID: mdl-33199906

ABSTRACT

We live in the era of antibiotic resistance, and this problem will progressively worsen if no new solutions emerge. In particular, Gram-negative pathogens present both biological and chemical challenges that hinder the discovery of new antibacterial drugs. First, these bacteria are protected from a variety of structurally diverse drugs by a low-permeability barrier composed of two membranes with distinct permeability properties, in addition to active drug efflux, making this cell envelope impermeable to most compounds. Second, chemical libraries currently used in drug discovery contain few compounds that can penetrate Gram-negative bacteria. As a result of these challenges, intensive screening campaigns have led to few successes, highlighting the need for new approaches to identify regions of chemical space that are specifically relevant to antibacterial drug discovery. Herein we provide an overview of emerging insights into this problem and outline a general approach to addressing it using prospective analysis of chemical libraries for the ability of compounds to accumulate in Gram-negative bacteria. The overall goal is to develop robust cheminformatic tools to predict Gram-negative permeation and efflux, which can then be used to guide medicinal chemistry campaigns and the design of antibacterial discovery libraries.


Subject(s)
Anti-Bacterial Agents/pharmacology , Cell Membrane/drug effects , Cheminformatics/methods , Gram-Negative Bacteria/drug effects , Models, Statistical , Small Molecule Libraries/pharmacology , Anti-Bacterial Agents/chemistry , Biological Transport , Cell Membrane/chemistry , Cell Membrane/metabolism , Cell Membrane Permeability , Chemistry, Pharmaceutical , Computer Simulation , Drug Discovery , Drug Resistance, Multiple, Bacterial , Gram-Negative Bacteria/chemistry , Gram-Negative Bacteria/metabolism , Humans , Porins/chemistry , Porins/metabolism , Small Molecule Libraries/chemistry , Structure-Activity Relationship
7.
J Chem Inf Model ; 60(6): 2838-2847, 2020 06 22.
Article in English | MEDLINE | ID: mdl-32453589

ABSTRACT

Drug discovery faces a crisis. The industry has used up the "obvious" space in which to find novel drugs for biomedical applications, and productivity is declining. One strategy to combat this is rational approaches to expand the search space without relying on chemical intuition, to avoid rediscovery of similar spaces. In this work, we present proof of concept of an approach to rationally identify a "chemical vocabulary" related to a specific drug activity of interest without employing known rules. We focus on the pressing concern of multidrug resistance in Pseudomonas aeruginosa by searching for submolecules that promote compound entry into this bacterium. By synergizing theory, computation, and experiment, we validate our approach, explain the molecular mechanism behind identified fragments promoting compound entry, and select candidate compounds from an external library that display good permeation ability.


Subject(s)
Anti-Bacterial Agents , Vocabulary , Algorithms , Anti-Bacterial Agents/pharmacology , Gram-Negative Bacteria , Machine Learning , Pseudomonas aeruginosa
8.
Methods Mol Biol ; 1794: 17-28, 2018.
Article in English | MEDLINE | ID: mdl-29855948

ABSTRACT

Two-hybrid methods remain among the most preferred choices for detecting protein-protein interactions (PPIs) and much of the PPI data in databases have been produced using yeast two-hybrid (Y2H) screens. The Y2H methods are extensively used to detect PPIs because of their scalability and accessibility. Several variants of Y2H methods have been developed and used by different research groups, increasing the accessibility of these methods and their applications in detecting different types of PPIs. However, the availability of variations on the same core methodology emphasizes the need to have a systematic comparison of available Y2H methods in the context of their applicability, coverage and efficiency. In this chapter, we discuss the key parameters of Y2H methods, namely proteins of interest, vectors, libraries, screening strategies, data analysis, and provide a flowchart that should help to decide which Y2H strategy is most appropriate for a protein interaction screen.


Subject(s)
High-Throughput Screening Assays/methods , Protein Interaction Mapping/methods , Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Two-Hybrid System Techniques , Humans , Protein Binding
9.
Nat Biotechnol ; 36(1): 103-112, 2018 01.
Article in English | MEDLINE | ID: mdl-29176613

ABSTRACT

Bacterial cell envelope protein (CEP) complexes mediate a range of processes, including membrane assembly, antibiotic resistance and metabolic coordination. However, only limited characterization of relevant macromolecules has been reported to date. Here we present a proteomic survey of 1,347 CEPs encompassing 90% inner- and outer-membrane and periplasmic proteins of Escherichia coli. After extraction with non-denaturing detergents, we affinity-purified 785 endogenously tagged CEPs and identified stably associated polypeptides by precision mass spectrometry. The resulting high-quality physical interaction network, comprising 77% of targeted CEPs, revealed many previously uncharacterized heteromeric complexes. We found that the secretion of autotransporters requires translocation and the assembly module TamB to nucleate proper folding from periplasm to cell surface through a cooperative mechanism involving the ß-barrel assembly machinery. We also establish that an ABC transporter of unknown function, YadH, together with the Mla system preserves outer membrane lipid asymmetry. This E. coli CEP 'interactome' provides insights into the functional landscape governing CE systems essential to bacterial growth, metabolism and drug resistance.


Subject(s)
Cell Membrane/genetics , Escherichia coli/genetics , Multiprotein Complexes/genetics , Proteomics , Cell Membrane/chemistry , Membrane Proteins/chemistry , Membrane Proteins/classification , Membrane Proteins/genetics , Multiprotein Complexes/chemistry , Multiprotein Complexes/classification
10.
Sci Rep ; 7(1): 16514, 2017 11 28.
Article in English | MEDLINE | ID: mdl-29184079

ABSTRACT

Mycobacteriophage are viruses that infect mycobacteria. More than 1,400 mycobacteriophage genomes have been sequenced, coding for over one hundred thousand proteins of unknown functions. Here we investigate mycobacteriophage Giles-host protein-protein interactions (PPIs) using yeast two-hybrid screening (Y2H). A total of 25 reproducible PPIs were found for a selected set of 10 Giles proteins, including a putative virion assembly protein (gp17), the phage integrase (gp29), the endolysin (gp31), the phage repressor (gp47), and six proteins of unknown function (gp34, gp35, gp54, gp56, gp64, and gp65). We note that overexpression of the proteins is toxic to M. smegmatis, although whether this toxicity and the associated changes in cellular morphology are related to the putative interactions revealed in the Y2H screen is unclear.


Subject(s)
Bacterial Proteins/metabolism , Host-Pathogen Interactions , Mycobacteriophages/physiology , Mycobacterium/metabolism , Mycobacterium/virology , Protein Interaction Mapping , Viral Proteins/metabolism , Gene Expression Regulation, Viral , Phenotype , Protein Interaction Maps , Two-Hybrid System Techniques , Viral Proteins/genetics
11.
J Virol ; 91(19)2017 Oct 01.
Article in English | MEDLINE | ID: mdl-28747494

ABSTRACT

The family Tectiviridae comprises a group of tailless, icosahedral, membrane-containing bacteriophages that can be divided into two groups by their hosts, either Gram-negative or Gram-positive bacteria. While the first group is composed of PRD1 and nearly identical well-characterized lytic viruses, the second one includes more variable temperate phages, like GIL16 or Bam35, whose hosts are Bacillus cereus and related Gram-positive bacteria. In the genome of Bam35, nearly half of the 32 annotated open reading frames (ORFs) have no homologs in databases (ORFans), being putative proteins of unknown function, which hinders the understanding of their biology. With the aim of increasing knowledge about the viral proteome, we carried out a comprehensive yeast two-hybrid analysis of all the putative proteins encoded by the Bam35 genome. The resulting protein interactome comprised 76 unique interactions among 24 proteins, of which 12 have an unknown function. These results suggest that the P17 protein is the minor capsid protein of Bam35 and P24 is the penton protein, with the latter finding also being supported by iterative threading protein modeling. Moreover, the inner membrane transglycosylase protein P26 could have an additional structural role. We also detected interactions involving nonstructural proteins, such as the DNA-binding protein P1 and the genome terminal protein (P4), which was confirmed by coimmunoprecipitation of recombinant proteins. Altogether, our results provide a functional view of the Bam35 viral proteome, with a focus on the composition and organization of the viral particle.IMPORTANCE Tailless viruses of the family Tectiviridae can infect commensal and pathogenic Gram-positive and Gram-negative bacteria. Moreover, they have been proposed to be at the evolutionary origin of several groups of large eukaryotic DNA viruses and self-replicating plasmids. However, due to their ancient origin and complex diversity, many tectiviral proteins are ORFans of unknown function. Comprehensive protein-protein interaction (PPI) analysis of viral proteins can eventually disclose biological mechanisms and thus provide new insights into protein function unattainable by studying proteins one by one. Here we comprehensively describe intraviral PPIs among tectivirus Bam35 proteins determined using multivector yeast two-hybrid screening, and these PPIs were further supported by the results of coimmunoprecipitation assays and protein structural models. This approach allowed us to propose new functions for known proteins and hypothesize about the biological role of the localization of some viral ORFan proteins within the viral particle that will be helpful for understanding the biology of tectiviruses infecting Gram-positive bacteria.

12.
J Biol Chem ; 292(34): 14250-14257, 2017 08 25.
Article in English | MEDLINE | ID: mdl-28634232

ABSTRACT

The histidine-phosphorylatable phosphocarrier protein (HPr) is an essential component of the sugar-transporting phosphotransferase system (PTS) in many bacteria. Recent interactome findings suggested that HPr interacts with several carbohydrate-metabolizing enzymes, but whether HPr plays a regulatory role was unclear. Here, we provide evidence that HPr interacts with a large number of proteins in Escherichia coli We demonstrate HPr-dependent allosteric regulation of the activities of pyruvate kinase (PykF, but not PykA), phosphofructokinase (PfkB, but not PfkA), glucosamine-6-phosphate deaminase (NagB), and adenylate kinase (Adk). HPr is either phosphorylated on a histidyl residue (HPr-P) or non-phosphorylated (HPr). PykF is activated only by non-phosphorylated HPr, which decreases the PykF Khalf for phosphoenolpyruvate by 10-fold (from 3.5 to 0.36 mm), thus influencing glycolysis. PfkB activation by HPr, but not by HPr-P, resulted from a decrease in the Khalf for fructose-6-P, which likely influences both gluconeogenesis and glycolysis. Moreover, NagB activation by HPr was important for the utilization of amino sugars, and allosteric inhibition of Adk activity by HPr-P, but not by HPr, allows HPr to regulate the cellular energy charge coordinately with glycolysis. These observations suggest that HPr serves as a directly interacting global regulator of carbon and energy metabolism and probably of other physiological processes in enteric bacteria.


Subject(s)
Bacterial Proteins/metabolism , Escherichia coli Proteins/metabolism , Escherichia coli/metabolism , Glycolysis , Models, Molecular , Phosphoenolpyruvate Sugar Phosphotransferase System/metabolism , Adenylate Kinase/chemistry , Adenylate Kinase/genetics , Adenylate Kinase/metabolism , Aldose-Ketose Isomerases/chemistry , Aldose-Ketose Isomerases/genetics , Aldose-Ketose Isomerases/metabolism , Allosteric Regulation , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Binding Sites , Energy Metabolism , Enzyme Activation , Escherichia coli/enzymology , Escherichia coli Proteins/agonists , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/genetics , Histidine/metabolism , Isoenzymes/chemistry , Isoenzymes/metabolism , Phosphoenolpyruvate Sugar Phosphotransferase System/chemistry , Phosphoenolpyruvate Sugar Phosphotransferase System/genetics , Phosphofructokinase-2/chemistry , Phosphofructokinase-2/genetics , Phosphofructokinase-2/metabolism , Phosphorylation , Protein Conformation , Protein Interaction Domains and Motifs , Protein Processing, Post-Translational , Proteomics , Pyruvate Kinase/chemistry , Pyruvate Kinase/genetics , Pyruvate Kinase/metabolism , Recombinant Fusion Proteins/chemistry , Recombinant Fusion Proteins/metabolism , Recombinant Proteins/chemistry , Recombinant Proteins/metabolism
13.
Curr Microbiol ; 73(4): 534-41, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27378130

ABSTRACT

To understand the mechanism of development of cross-resistance in food pathogen Bacillus cereus against an antimicrobial peptide pediocin and antibiotic alamethicin, the present study was designed. Pediococcus pentosaceus was taken as a source of pediocin, and it was purified by ammonium sulphate precipitation followed by cation exchange chromatography with 14.01-fold purity and 14.4 % recovery. B. cereus strains alamethicin-resistant strains (IC50 3.23 µg/ml) were selected from sensitive population with IC50 2.37 µg/ml. The development of resistance in B. cereus against alamethicin was associated with decrease in alamethicin-membrane interaction observed by in vitro assay. Resistant strain of B. cereus was found to harbour one additional general lipid as compared to sensitive strain, one amino group lacking phospholipid and one amino group containing phospholipid (ACP). In addition, ACP content was increased in resistant mutant (29.7 %) as compared to sensitive strain (14.56 %). The alamethicin-resistant mutant B. cereus also showed increased IC50 (58.8 AU/ml) for pediocin as compared to sensitive strain (IC50 47.8 AU/ml). Cross-resistance to pediocin and alamethicin in resistant mutant of B. cereus suggested a common mechanism of resistance. Therefore, this understanding could result in the development of peptide which will be effective against the resistant strains that share same mechanism of resistance.


Subject(s)
Alamethicin/pharmacology , Anti-Bacterial Agents/pharmacology , Bacillus cereus/drug effects , Bacillus cereus/metabolism , Drug Resistance, Bacterial , Pediocins/pharmacology , Phospholipids/metabolism , Alamethicin/isolation & purification , Alamethicin/metabolism , Anti-Bacterial Agents/isolation & purification , Anti-Bacterial Agents/metabolism , Bacillus cereus/chemistry , Bacillus cereus/genetics , Pediocins/isolation & purification , Pediocins/metabolism , Pediococcus/chemistry , Pediococcus/metabolism , Phospholipids/chemistry
14.
Cold Spring Harb Protoc ; 2015(5): 442-52, 2015 May 01.
Article in English | MEDLINE | ID: mdl-25934935

ABSTRACT

Yeast two-hybrid (Y2H) screens are an efficient system for mapping protein-protein interactions and whole interactomes. The screens can be performed using random libraries or collections of defined open reading frames (ORFs) called ORFeomes. This protocol describes both library and array-based Y2H screening, with an emphasis on array-based assays. Array-based Y2H is commonly used to test a number of "prey" proteins for interactions with a single "bait" (target) protein or pool of proteins. The advantage of this approach is the direct identification of interacting protein pairs without further downstream experiments: The identity of the preys is known and does not require further confirmation. In contrast, constructing and screening a random prey library requires identification of individual prey clones and systematic retesting. Retesting is typically performed in an array format.


Subject(s)
Genetic Testing/methods , Two-Hybrid System Techniques , Protein Interaction Maps , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism
15.
Cold Spring Harb Protoc ; 2015(5): 425-30, 2015 May 01.
Article in English | MEDLINE | ID: mdl-25934943

ABSTRACT

Virtually all processes in living cells are dependent on protein-protein interactions (PPIs). Understanding PPI networks is thus essential for molecular biology and disease research. One powerful genetic system for mapping PPIs both at a small scale and in a high-throughput manner is the yeast two-hybrid (Y2H) screen. In Y2H screening, PPIs are detected through the activation of reporter genes responding to a reconstituted transcription factor. In this introduction, we describe library- and array-based Y2H methods and explain their basic theory. We also include the rationale behind different Y2H approaches and strategies for optimizing results.


Subject(s)
Two-Hybrid System Techniques , Protein Interaction Maps , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism
16.
J Bacteriol ; 197(15): 2508-16, 2015 Aug 01.
Article in English | MEDLINE | ID: mdl-25986902

ABSTRACT

UNLABELLED: Mycobacteriophages are viruses that infect mycobacterial hosts and are prevalent in the environment. Nearly 700 mycobacteriophage genomes have been completely sequenced, revealing considerable diversity and genetic novelty. Here, we have determined the protein complement of mycobacteriophage Giles by mass spectrometry and mapped its genome-wide protein interactome to help elucidate the roles of its 77 predicted proteins, 50% of which have no known function. About 22,000 individual yeast two-hybrid (Y2H) tests with four different Y2H vectors, followed by filtering and retest screens, resulted in 324 reproducible protein-protein interactions, including 171 (136 nonredundant) high-confidence interactions. The complete set of high-confidence interactions among Giles proteins reveals new mechanistic details and predicts functions for unknown proteins. The Giles interactome is the first for any mycobacteriophage and one of just five known phage interactomes so far. Our results will help in understanding mycobacteriophage biology and aid in development of new genetic and therapeutic tools to understand Mycobacterium tuberculosis. IMPORTANCE: Mycobacterium tuberculosis causes over 9 million new cases of tuberculosis each year. Mycobacteriophages, viruses of mycobacterial hosts, hold considerable potential to understand phage diversity, evolution, and mycobacterial biology, aiding in the development of therapeutic tools to control mycobacterial infections. The mycobacteriophage Giles protein-protein interaction network allows us to predict functions for unknown proteins and shed light on major biological processes in phage biology. For example, Giles gp76, a protein of unknown function, is found to associate with phage packaging and maturation. The functions of mycobacteriophage-derived proteins may suggest novel therapeutic approaches for tuberculosis. Our ORFeome clone set of Giles proteins and the interactome data will be useful resources for phage interactomics.


Subject(s)
Gene Expression Regulation, Viral/physiology , Mycobacteriophages/metabolism , Mycobacterium smegmatis/virology , Protein Interaction Domains and Motifs/physiology , Viral Proteins/metabolism , Computational Biology , Mass Spectrometry , Mycobacteriophages/genetics , Mycobacterium tuberculosis/virology , Protein Interaction Maps , Two-Hybrid System Techniques , Viral Proteins/genetics
17.
J Biol Chem ; 289(38): 26597-26606, 2014 Sep 19.
Article in English | MEDLINE | ID: mdl-25112867

ABSTRACT

ATP-binding cassette multidrug efflux pumps transport a wide range of substrates. Current models suggest that a drug binds relatively tightly to a transport site in the transmembrane domains when the protein is in the closed inward facing conformation. Upon binding of ATP, the transporter can switch to an outward facing (drug off or drug releasing) structure of lower affinity. ATP hydrolysis is critically important for remodeling the drug-binding site to facilitate drug release and to reset the transporter for a new transport cycle. We characterized the novel phenotype of an S1368A mutant that lies in the putative drug-binding pocket of the yeast multidrug transporter Pdr5. This substitution created broad, severe drug hypersensitivity, although drug binding, ATP hydrolysis, and intradomain signaling were indistinguishable from the wild-type control. Several different rhodamine 6G efflux and accumulation assays yielded evidence consistent with the possibility that Ser-1368 prevents reentry of the excluded drug.


Subject(s)
ATP-Binding Cassette Transporters/genetics , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae/metabolism , ATP-Binding Cassette Transporters/chemistry , ATP-Binding Cassette Transporters/physiology , Adenosine Triphosphatases/chemistry , Adenosine Triphosphatases/genetics , Adenosine Triphosphate/chemistry , Allosteric Regulation , Biological Transport, Active , Catalytic Domain , Drug Resistance, Fungal , Fluorescent Dyes/metabolism , Inhibitory Concentration 50 , Kinetics , Mutagenesis, Site-Directed , Rhodamines/metabolism , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/physiology , Serine/genetics
18.
J Biol Chem ; 288(42): 30420-30431, 2013 Oct 18.
Article in English | MEDLINE | ID: mdl-24019526

ABSTRACT

Pdr5 is the founding member of a large subfamily of evolutionarily distinct, clinically important fungal ABC transporters containing a characteristic, deviant ATP-binding site with altered Walker A, Walker B, Signature (C-loop), and Q-loop residues. In contrast to these motifs, the D-loops of the two ATP-binding sites have similar sequences, including a completely conserved aspartate residue. Alanine substitution mutants in the deviant Walker A and Signature motifs retain significant, albeit reduced, ATPase activity and drug resistance. The D-loop residue mutants D340A and D1042A showed a striking reduction in plasma membrane transporter levels. The D1042N mutation localized properly had nearly WT ATPase activity but was defective in transport and was profoundly hypersensitive to Pdr5 substrates. Therefore, there was a strong uncoupling of ATPase activity and drug efflux. Taken together, the properties of the mutants suggest an additional, critical intradomain signaling role for deviant ATP-binding sites.


Subject(s)
ATP-Binding Cassette Transporters/metabolism , Adenosine Triphosphatases/metabolism , Drug Resistance, Multiple, Fungal/physiology , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/enzymology , ATP-Binding Cassette Transporters/genetics , Adenosine Triphosphatases/genetics , Amino Acid Substitution , Binding Sites , Biological Transport, Active/physiology , Mutation, Missense , Protein Structure, Secondary , Protein Structure, Tertiary , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae Proteins/genetics
19.
Appl Microbiol Biotechnol ; 97(10): 4377-84, 2013 May.
Article in English | MEDLINE | ID: mdl-22836781

ABSTRACT

Efficiency of antibacterial chemotherapy is gradually more challenged by the emergence of pathogenic strains exhibiting high levels of antibiotic resistance. Pore-forming antimicrobial peptides (PF-AMPs) such as alamethicin (Alm) are therefore in the focus of extensive research efforts. In the present study, an artificial neural network (ANN)-based quantitative structure-activity relationship (SAR) modeling of membrane phospholipids vs. PF-AMPs, in context to membrane fluidity and surface charge, was carried out. We observed that the potency of PF-AMPs depends on the fatty acyl chain and polar head group of phospholipids. Alm showed surface interactions with zwitterionic phospholipids however could penetrate deeper inside the hydrophobic core of anionic membranes. Here, the resistance developed in bacterial cells was coupled to membrane fluidity and surface charge, and simultaneously, these principles could be applied for combating resistance against PF-AMPs. The correlation coefficient between observed CR and predicted CR using ANN was found to be 0.757. Thus, ANN could be used as a reliable modeling method for predicting CR, given the structure of the biomimetic membrane in terms of membrane fluidity and surface charge. Fully explored mechanisms of resistance, a forward modeling step in the design cycle of AMPs, can be cross-linked to the inward modeling using ANN to complete the peptide design cycle. The SAR between membrane phospholipids and PF-AMPs could furnish valuable information regarding their design to provide us efficacious peptides against premier pathogens. So far, this is the only report available to predict and quantify interactions of PF-AMPs with membrane phospholipids.


Subject(s)
Anti-Infective Agents/chemistry , Drug Resistance, Microbial , Membrane Fluidity , Models, Theoretical , Peptides/chemistry , Surface Properties , Colorimetry , Microscopy, Electron, Transmission , Quantitative Structure-Activity Relationship
20.
Antimicrob Agents Chemother ; 57(2): 1025-34, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23254431

ABSTRACT

Pdr5 is a major ATP-binding cassette (ABC) multidrug transporter regarded as the founding member of a fungal subfamily of clinically significant efflux pumps. When these proteins are overexpressed, they confer broad-spectrum ultraresistance. To better understand the evolution of these proteins under selective pressure, we exposed a Saccharomyces cerevisiae yeast strain already overexpressing Pdr5 to a lethal concentration of cycloheximide. This approach gave mutations that confer greater resistance to a subset of transport substrates. One of these mutations, V656L, is located in intracellular loop 2 (ICL2), a region predicted by structural studies with several other ABC transporters to play a critical role in the transmission interface between the ATP hydrolysis and drug transport domains. We show that this mutation increases drug resistance, possibly by altering the efficiency with which the energy from ATP hydrolysis is used for transport. Val-656 is a conserved residue, and an alanine substitution creates a nearly null phenotype for drug transport as well as reduced ATPase activity. We posit that despite its unusually small size, ICL2 is part of the transmission interface, and that alterations in this pathway can increase or decrease resistance to a broad spectrum of drugs.


Subject(s)
ATP-Binding Cassette Transporters/genetics , Antifungal Agents/metabolism , Cycloheximide/metabolism , Membrane Transport Proteins/genetics , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae , ATP-Binding Cassette Transporters/metabolism , Amino Acid Substitution , Antifungal Agents/pharmacology , Biological Transport/genetics , Cycloheximide/pharmacology , Drug Resistance, Multiple, Bacterial/genetics , Protein Structure, Tertiary , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/enzymology , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae Proteins/metabolism
SELECTION OF CITATIONS
SEARCH DETAIL
...