• Refine Query
  • Source
  • Publication year
  • to
  • Language
  • 3
  • 2
  • 1
  • Tagged with
  • 11
  • 11
  • 5
  • 4
  • 3
  • 3
  • 3
  • 2
  • 2
  • 2
  • 2
  • 2
  • 2
  • 2
  • 2
  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
1

Mapping charge to function relationships of the DNA mimic protein Ocr

Kanwar, Nisha January 2014 (has links)
This thesis investigates the functional consequences of neutralising the negative charges on the bacteriophage T7 antirestriction protein ocr. The ocr molecule is a small highly negatively charged, protein homodimer that mimics a short DNA duplex upon binding to the Type I Restriction Modification (RM) system. Thus, ocr facilitates phage infection by binding to and inactivating the host RM system. The aim of this study was to analyse the effect of reducing the negative charge on the ocr molecule by mutating the acidic residues of the protein. The ocr molecule (117 residues) is replete with Asp and Glu residues; each monomer of the homodimer contains 34 acidic residues. Our strategy was to begin with a synthetic gene in which all the acidic residues of ocr had been neutralised. This so called ‘positive ocr’ (or pocr) was used as a template to gradually reintroduce codons for acidic residues by adapting the ISOR strategy proposed by D.S.Tawfik. After each round of mutagenesis an average of 4-6 acidic residues were incorporated into pocr. In this fashion a series of mutant libraries in which acidic residues were progressively introduced into pocr was generated. A high-throughput in vivo selection assay was developed and validated by assessing the antirestriction behaviour of a number of mutants of the DNA mimic proteins wtOcr and Orf18 ArdA. Further to this, selective screening of the libraries allowed us to select clones that displayed antirestriction activity. These mutants were purified and in vitro characterisation confirmed these mutants as displaying the minimum number of acidic residues deemed critical for the activity of ocr. This in vitro process effectively simulated the evolution of the charge mimicry of ocr. Moreover, we were able to tune the high-throughput assay to different selection criteria in order to elucidate various levels of functionality and unexpected changes in phenotype. This approach enables us to map the “in vitro” evolution of ocr to identify acidic residues that are required for protein expression, solubility and function proceeding to a fully functional antirestriction protein.
2

Naturally-Occurring Fusion Between the Regulatory and Catalytic Components of Type IIP Restriction-Modification Systems

Liang, Jixiao January 2013 (has links)
No description available.
3

Genetic Modification of Thermotoga to Degrade Cellulose

Xu, Hui 22 July 2015 (has links)
No description available.
4

Comparative and Functional Genomic Studies of Histophilus somni (Haemophilus somnus)

Siddaramappa, Shivakumara Swamy 05 May 2007 (has links)
Histophilus somni is a commensal of the mucosal surfaces of respiratory and reproductive tracts of cattle and sheep. However, as an opportunistic pathogen, H. somni can cause diseases such as pneumonia, myocarditis, abortion, arthritis, and meningo-encephalitis. Previously, several virulence factors/mechanisms had been identified in H. somni of which the phase-variable lipooligosaccharide, induction of host cell apoptosis, intraphagocytic survival, and immunoglobulin Fc binding proteins were well characterized. To further understand the biological properties of H. somni, the genomes of pneumonia strain 2336 and preputial strain 129Pt have been sequenced. Using the genome sequence data and comparative analyses with other members of the Pasteurellaceae, putative genes that encode proteases, restriction-modification enzymes, hemagglutinins, glycosyltransferases, kinases, helicases, and adhesins have been identified in H. somni. Most of the H. somni strain-specific genes were found to be associated with prophage-like sequences, plasmids, and/or transposons. Therefore, it is likely that these mobile genetic elements played a significant role in creating genomic diversity and phenotypic variability among strains of H. somni. Functional characterization of H. somni luxS in the genomic context revealed that the gene encodes S-ribosylhomocysteinase that can complement biosynthesis of AI-2 quorum sensing signal molecules in Escherichia coli DH5alpha. It was also found that several pathogenic isolates of H. somni form a prominent biofilm and that luxS as well as phosphorylcholine expression can influence biofilm formation by H. somni. In conclusion, comparative analyses of the genomes and functional characterization of putative genes have shed new light on the versatility and evolution of H. somni. / Ph. D.
5

Use of green fluorescent protein for the analysis of protein-protein and protein-DNA interactions

Chen, Kai January 2011 (has links)
Restriction modification (RM) systems play a crucial role in preventing the entry of foreign DNA into the bacterial cell. The best studied Type I RM system is EcoKI from Escherichia coli K12. Both bacteriophage and conjugative plasmids have developed a variety of strategies to circumvent the host RM system. One such strategy involves the production of antirestriction proteins that mimic a short segment of DNA and efficiently inhibit the RM system. The main aim of this project was to analyse the interaction of EcoKI and its cognate methylase (MTase) with the T7 antirestriction protein, known as overcome classical restriction (Ocr), and various ArdA antirestriction proteins. Currently, there is a paucity of structural data on the complex formed between the Type I system and the antirestriction proteins. The aim of this work was twofold; (i) compare the interaction of MTase with DNA and Ocr and (ii) quantify the strength of interaction between MTase and various ArdA proteins. The MTase was fused to the Green Fluorescent Protein (GFP) to facilitate determination of the orientation of interaction with DNA and Ocr. Time resolved fluorescence measurements were carried out using the GFP-MTase fusion to determine the fluorescence lifetime and anisotropy decay. These experiments were conducted using a time resolved fluorescence instrument fabricated in-house. The values determined in these experiments were then used to perform fluorescence resonance energy transfer (FRET) measurements with fluorescently labelled DNA or Ocr. These measurements gave information concerning the relative orientation of the MTase with either DNA or Ocr. The GFP-MTase fusion was also used to quantify the strength of interaction with various ArdA proteins. Previous attempts to determine the strength of interaction between MTase and ArdA proteins by employing conventional techniques have been unsuccessful. Therefore, a novel method was developed that exploits the interaction of MTase with a cation exchange medium, which can subsequently be displaced upon binding to ArdA. This method facilitated the determination, for the first time, of a set of binding affinities for the MTase and ArdA interaction.
6

Phase variable methyltransferases and their role in gene regulation in pathogenic bacteria

Stefanie Dowideit Unknown Date (has links)
Previous work carried out in our laboratory has identified that phase variation of type III R-M systems found in Haemophilus influenzae, Neisseria meningitidis and N. gonorrhoeae is reversible, and occurs at high frequency, as seen both through mod::lacZ fusions, and by measuring changes in repeat tract length. In addition, phase variation of the methyltransferases results in coordinated switching of expression of a distinct group of genes in each of the strains studied so far. WE have termed this phenomenon the PHASEVARION, for phase variable regulon, to identify the set of genes whose expression is affected by moe phase variation. Many of the genes found to be regulated by mod phase variation are known virulence factors and even include some genes investigated as candidates for vaccine development (Srikhanta et al., 2005 and 2009. The aims of this project was to further the investigation of how these R-M systems regulated the expression of genes which hitherto had not been predicted to phase vary. The first step in the process of investigating how phase variable R-M systems influence expression of unrelated genes is to identify the DNA sequences methylated by the methyltransferases of interest. As discussed in Chapter 3, elucidation of the ModA1 methylation target site was in part facilitated by predictions that the phase variable methyltransferase found in H. influenzae strain Rd methylated the same sequence as did HinfIII, isolated from H. influenzae strain Rf. This hypothesis was confirmed by methylation dependent inhibition of digestion, revealing that ModA1 methylates the second A in its recognition sequence, 5’-CGAAT-3’. Once confirmed, the genes found to be regulated by modA1 phase variation in the initial phasevarion study could be investigated for the presence of ModA1 methylation sites within their promoters or upstream of their transcriptional regulators. Two such methylation target sites were located just upstream of the dnaK ORF. Transcriptional start site analysis of the dnaK gene revealed three transcripiotnal start sites, one of which is unduced by heat shock. Exactly 10 nucleotides upstream of this heat shock induced transcriptional start site lies one of these ModA1 methylation target sequences. Ongoing invetigations are looking into the importance of this ModA1 site located within the dnaK promoter, and whether this is the site responsible for ModA1 dependent variations in dnaK expression. Although numerous methods were investigated for their potential to identify all sites methylated by the different modA alleles, the only method which resulted in identification of any methylation target sites was methylation dependent inhibition of restriction. This method allowed us to confirm the ModA1 recongition sequence, and to discover the methylation sequence, and adenine targeted by the modA13 allele, which is found in many clinically relevant N. gonorrhoeae strains. As will be discussed in Chapter 5, ModA13 dependent inhibition of restriction was first observed when the Neisserial plasmid pCmGFP was extracted from modA13 ON and modA13::kan cells, and further investigated and confirmed using a Southern blot approach to determine whether ModA13 dependent inhibtion could be detected as differential methylation of the chromosome. It was found that ModA13 recognised the sequence 5’-AGAAA-3’, with methylation occurring on the second last A. This sequence was mapped not only to the genes found to be regulated by modA13 phase variation, but also to the entire FA1090 chromosome, and this information will be used in future studies to investigate the direct molecular mechanisms by which modA13 phase variation results in subpopulations with different phenotypes in relation to antimicrobial resistance and biofilm/cell invasion.
7

New Active Site Fold And The Role Of Metal Ions In Structure Function Relationship Of A Promiscuous Endonuclease - R.KpnI

Saravanan, M 01 1900 (has links)
Bacteria employ survival strategies to protect themselves against foreign invaders, including bacteriophages. The ‘immune system’ of bacteria relies mostly on restriction-modification (R-M) systems. The primary role of R-M systems is to protect the host from invading foreign DNA molecules. Three major types of R–M system are found in bacteria, viz.Types I, II and III. Type II R–M systems comprise a separate restriction endonuclease (REase) and a methyltransferase (MTase) that act independently of each other. Type II REases generally recognize palindromic sequences in DNA and cleave within or near their recognition sequences and produce DNA fragments of defined sizes. They have become indispensable tools in molecular biology and have been widely exploited for studying site-specific protein–DNA interactions. Surprisingly, these enzymes share little or no sequence homology among them, though the three-dimensional structures determined to date reveal a common-core motif (‘PD...D/EXK’ motif) with a central β-sheet that is flanked by α-helices on both sides. In the motif, two acidic residues (D and D/E) are important for the metal ion binding and catalysis. The work presented in this thesis deals with the determination of active site, elucidation of kinetic mechanism and study of evolution of sequence specificity using the well known, R.KpnI, from Klebsiella pneumoniae. The enzyme is a homodimer, which recognizes a palindromic double stranded DNA sequence, GGTAC↓C, and cleaves as shown. Unlike other REases, R.KpnI shows prolific promiscuous DNA cleavage in presence of Mg2+. Surprisingly, Ca2+ completely suppresses the Mg2+ mediated promiscuous activity and induces high fidelity cleavage at the recognition sequence. These unusual properties of R.KpnI led to the characterization of the active site of the enzyme. This thesis is divided into five chapters. Chapter 1 is a general introduction of R-M systems and an overview of the literature on active sites of Type II REases. It deals with discovery, nomenclature and classification followed by description of the enzymes diversity and general features of Type II REases. The different active site folds of the REases have been discussed in detail. The features of sequence specificity and the efforts undertaken to engineer the new specificity in the REases have been dealt at the end of the chapter. Chapter 2 describes identification and characterization of the R.KpnI active site by bioinformatics analyses, homology modeling and mutational studies. Bioinformatics analyses reveal that R.KpnI contains a ββα-Me-finger fold, which is a characteristic of many HNH-superfamily endonucleases. According to the homology model of R.KpnI, the putative active site residues correspond to the conserved residues present in HNH nucleases. Substitutions of these conserved residues in R.KpnI resulted in loss of the DNA cleavage activity, confirming their importance. This study provides the first experimental evidence for a Type IIP REase that is a member of the HNH superfamily and does not belong to the PD...D/EXK superfamily of nucleases. In Chapter 3 DNA binding and kinetic analysis of R.KpnI is presented. The metal ions which exhibit disparate pattern of DNA cleavage have no role in DNA recognition. The enzyme binds to both canonical and non-canonical DNA with comparable affinity irrespective of the metal ions used. Further, it was shown that Ca2+-imparted exquisite specificity of the enzyme is at the level of DNA cleavage and not at the binding step. The kinetic constants were obtained through steady-state kinetic analysis of R.KpnI in presence of different metal ions. With the canonical oligonucleotides, the cleavage rate of the enzyme was comparable for both Mg2+- and Mn2+-mediated reactions and was about three times slower with Ca2+. The enzyme discriminates non-canonical sequences poorly from the canonical sequence in Mg2+-mediated reactions unlike any other Type II REases, accounting for its promiscuous behavior. These studies suggest that R.KpnI displays properties akin to that of typical Type II REases and also endonucleases with degenerate specificity for DNA recognition and cleavage. In chapter 4, two uncommon roles for Zn2+ in R.KpnI are described. Examination of the sequence revealed the presence of a zinc finger (CCCH) motif rarely found in proteins of prokaryotic origin. Biophysical experiments and subsequent mutational analysis showed that the zinc binding motif tightly coordinates zinc to provide a rigid structural framework for the enzyme needed for its function. In addition to this structural scaffold, another atom of zinc binds to the active site to induce high fidelity cleavage and suppress the Mg2+- and Mn2+-mediated promiscuous behavior of the enzyme. This is the first demonstration of distinct structural and catalytic roles for zinc in a REase. Chapter 5 describes generation of highly sequence specific R.KpnI. Towards this end, site-directed mutants were generated at the putative secondary metal binding site. The DNA binding and cleavage analyses of the mutants at putative secondary metal binding site revealed that the secondary site is not important for primary catalysis and have a role in sequence specificity. A single amino acid change at the D163 position abolished the promiscuous activity of the wt enzyme in the presence of Mg2+ and Mn2+. Thus, a single point mutation converts the promiscuous endonuclease to a high fidelity REase. In conclusion, the work described in the thesis reveals new information on the REases in general and R.KpnI in particular. Many of the properties of R.KpnI elucidated in this thesis represent hitherto unknown features amongst REases. The presence of an HNH catalytic motif in the enzyme indicates the diversity of active site fold in REases and their distinct origin. Similarly, the high degree of promiscuity exhibited by the enzyme may hint at the evolutionary link between non-specific and highly sequence specific nucleases. The present studies also provide an example for the role of mutations in the evolution of sequence specificity. The utilization of different metal ions for DNA cleavage and the architectural role for Zn2+ in maintaining the structural integrity are other unusual properties of the enzyme.
8

Epigenetische DNS-Modifikation von Campylobacter coli / Epigenetic DNA modification of Campylobacter coli

Goldschmidt, Anne-Marie 20 March 2018 (has links)
No description available.
9

Evolutionary Design Of Active Site Plasticity In R.KpnI For Promiscuity In Metal Ion Utilization And Substrate Recognition

Kommireddy, Vasu 07 1900 (has links) (PDF)
Restriction modification (R-M) systems are important components of the prokaryotic arsenal against invading genomes. R-M systems directly target the foreign DNA and are often considered as primitive immune systems in bacteria. The defense system comprises of two contrasting enzymatic activities – a restriction endonuclease (REase) and a methyltransferase (MTase). Functionally, REases cleave a specific DNA sequence endonucleolytically at the phosphodiester bonds generating 5' or 3' overhangs or blunt ends. MTases catalyze the transfer of a methyl group from S-adenosyl-Lmethionine to adenine or cytosine. Four types of R–M systems are found in bacteria, viz., Types I, II, III and IV. Type II R-M systems, comprising of a separate REase and MTase, are the most abundant and well-studied enzymes. Type II REases recognize and cleave DNA within or near their recognition sequences. Surprisingly, these enzymes share little or no sequence homology amongst them. All the enzymes identified so far can be grouped into conventional PD-(D/E)XK, ββα-Me, GIY-YIG, phospholipase-derived and half-pipe endonucleases according to their folds and active site structures. Owing to their high specificity and defined cleavage pattern, they have become indispensable tools in molecular biology and have been widely exploited for studying protein–DNA interactions. The work presented in this thesis deals with R.KpnI, which belongs to the HNH superfamily of nucleases and is characterized by the presence of a ββα-Me finger motif. The REase isolated from Klebsiella pneumoniae recognizes the palindromic DNA sequence GGTAC/C and cleaves DNA as indicated. The enzyme is unique in exhibiting promiscuous DNA cleavage in the presence of Mg2+, a natural co-factor for a vast majority of REases. Surprisingly, Ca2+ and Zn2+ completely suppress the Mg2+ mediated promiscuous activity and induce high fidelity cleavage. These unusual features of R.KpnI led to the functional characterization of the ββα-Me finger active site motif. In addition, the studies were aimed at understanding the mechanism and the biological significance of substrate and co-factor promiscuity exhibited by the enzyme. The salient aspects of the thesis are summarized below. A general introduction and overview of the literature on structure-function studies, mechanism of recognition and catalysis by REases with special emphasis on Type II enzymes is presented in the Chapter 1. An account of co-factor specificity in REases, role of metal ions in DNA binding as well as in phosphodiester bond hydrolysis is provided. The various aspects of R-M systems that target the invading DNA elements and counter strategies employed by the foreign genomes to evade the restriction are also covered. The new developments that provide insights in understanding the diversity of R-M systems and additional biological roles that could increase the fitness of the host organism harboring them are described. The features of substrate and metal ion specificity in REases and the efforts undertaken to alter the specificity have been dealt at the end of the chapter. From the structures of the several ββα-Me finger nucleases, the α-helix has been implicated in providing a structural scaffold for the correct juxtapositioning of the catalytic residues. However, no mutagenesis data exists to delineate its role. Homology modeling studies of R.KpnI suggested a crossover structure for the α-helix of the ββαMe finger active site motif, which could possibly form dimeric interface and/or structural scaffold for the active site. Chapter 2 describes the computational modeling and mutational analysis performed to understand the role of the residues present in this α-helix in intersubunit interactions and/or stabilization of the active site. Mutation of the residues present in the α-helix lead to the loss of the enzyme activity, but not dimerization ability. Subsequent biophysical experiments showed that the α-helix of the ββα-Me finger of R.KpnI plays an important role for the stability of the protein–DNA complex needed for its function. In Chapter 3, unusual co-factor flexibility for R.KpnI is shown by using a battery of divalent metal co-factors differing in ionic radii and coordination geometries. A number of alkaline earth and transition group metal ions function as co-factors for DNA cleavage. The metal ions replaced each other readily from the enzyme’s active site revealing the active site plasticity. Mutation of the invariant His residue of the HNH motif caused abolition of the enzyme activity with all the co-factors indicating that the enzyme follows single metal ion mechanism for DNA cleavage. The indispensability of the invariant His in nucleophile activation together with the broad co-factor tolerance of the enzyme indicated the role of metal ions in electrostatic stabilization during catalysis. At higher concentrations, Mg2+, Mn2+ or Co2+ stimulate promiscuous cleavage while Cd2+, Ni2+ or Zn2+ inhibit phosphodiester bond hydrolysis. The underlying molecular mechanisms for the modulation of the enzyme activity by the metal ion binding to the second site are presented. Regulation of the endonuclease activity and fidelity by a second metal ion binding is a unique feature of R.KpnI among REases and HNH nucleases. The identification of additional metal ion binding residues would help in engineering REase variants with enhanced activity and/or specificity. Chapter 4 describes the generation of an R.KpnI variant with altered co-factor specificity by exploiting the active site plasticity of the enzyme. The mutant enzyme is a Mn2+ -dependent endonuclease defective in DNA cleavage with Mg2+ and other divalent metal ions. In the engineered mutant, only Mn2+ is selectively bound at the active site, imparting in vitro activity while being dormant in vivo. In addition to the Mn2+ selectivity, the mutant is impaired in concerted double-stranded DNA cleavage leading to the accumulation of nicked intermediates. The nicking activity of the mutant enzyme is further enhanced by altering the reaction conditions. Thus, a single point mutation in the active site of R.KpnI generates a Mn2+ -dependent REase and a sequence specific nicking endonuclease. The potential applications of such enzymes engineered for selective metal ion dependent activities have been discussed. R.KpnI is peculiar in retaining robust promiscuous cleavage despite being a typical Type II REase in all other characteristics. Chapter 5 presents results of the growth properties and phage titer analysis carried out with R.KpnI and its high fidelity variant to understand the biological significance of promiscuous activity. The enzyme isolated from the K. pneumoniae exhibited biochemical properties similar to that of R.KpnI overexpressed in E.coli. It was observed that the wild type but not the high fidelity variant could effectively restrict bacteriophages methylated at GGTACC. These results show that the REase exhibits promiscuous activity in vivo, which would be advantageous for the organism to better target the incoming foreign DNA. The promiscuous behavior of the R.KpnI could be one of the counter strategies employed by the bacteria against the constantly evolving phages in the co-evolutionary arms race. In conclusion, the work described in this thesis provides new insights about structure, function and biology of REases in general and R.KpnI in particular. The co-factor and substrate promiscuity of R.KpnI may indicate its evolutionarily intermediate form that is yet to attain a high degree of specificity. Alternatively, it is possible that this unique feature is retained during the evolution of the HNH REases serving some unknown function(s) in the cell, in addition to having an edge in countering the phage infections.
10

Characterization Of HP1369-HP1370 From Helicobacter Pylori : A Novel ε Type N6 –Adenine Methyltransferase

Chaudhary, Awanish Kumar 07 1900 (has links) (PDF)
Helicobacter pylori is one of the most genetically diverse bacterial species that successfully colonizes at least 50% of the world population. It has been associated with humans for thousands of years and most probably evolved from ancestral gastric Helicobacter species in early mammals. One of the important characteristics of this pathogen is the degree of allelic diversity and genetic variability which helps it to adapt and colonize. Phase variation is one of the mechanisms used by H. pylori to generate variation. The presence of homopolymeric nucleotide or dinucleotide repeats in an ORF make it prone to frequent length changes as a consequence of slipped strand mispairing mediated mutagenesis. Interestingly, R-M genes comprise a significant percentage of H. pylori strain-specific genes and are more prevalent in H. pylori than in other bacterial species whose genomes have been fully sequenced. R-M systems in H. pylori have been identified on the basis of sequence similarity to known restriction endonucleases and methyltransferases, genetic organization, and specific enzyme isolation and characterization. Analysis of genome sequences of H. pylori strains 26695, J99, HPAGI and 26 others has revealed the presence of more than 20 R-M systems in each stain, which are far more than detected in any other bacterial genome sequence till date. hp1369 and hp1370 are two ORFs in stain 26695 coding for hypothetical proteins. hp 1369 has a stretch of poly-G repeats, thus making hp1369-hp1370, a candidate of phase variation. hpag1_1313 is homolog of hp1369-hp1370 which got up-regulated, in a person suffering from acute gastritis, thus making these genes an interesting subject of investigation. This study was therefore initiated with the following objectives: 1. Cloning, over-expression and purification of Type III MTase (ORF- hp1369- hp1370) and its cognate restriction enzyme (hp1371). 2. Biochemical characterization of MTase (HP1369-HP1370): Determination of oligomeric status, kinetic properties, binding affinities for AdoMet and DNA. Sequence analysis shows the presence of a poly-G track (10 Gs) at 3’-end of hp1369 which is a signature sequence for phase variation. Addition of a single nucleotide can place both hp1369 and hp1370 in-frame, which could code for a single polypeptide. hp1369 and hp1370 in H. pylori strain 26695 alone do not code for any functional protein but with the fusion of hp1369 and hp1370 can code for a protein with all the nine motifs of a DNA MTase. Interestingly, on the basis of arrangement of Motifs, it is probably the first example of ε type of methyltransferase. By site-directed mutagenesis a single G nucleotide was inserted in the poly-G track and both the ORFs (hp1369 and hp1370 ) became in-frame, coding for fully functional HP1369-HP1370 MTase. Kinetic parameters for functional HP1369-HP1370 MTase were determined, and has shown that there was substrate inhibition in methylation reaction at higher concentrations of AdoMets. When preincubation studies were done, enzyme-DNA complex was found to be more competent than enzyme-AdoMet complex. HP1369-HP1370 MTase exists as dimer in solution, having affinity for duplex DNA and does not bind to single-stranded DNA. Binding affinity for ligand (AdoMet) was determined by Isothermal Titration Calorimetry method. H. pylori has evolving restriction-modification systems. It is capable of taking new R-M systems from the environment in the form of DNA released from other bacteria or other Helicobacter strains. H. pylori genome is dynamic with high mutation rates. Random mutations in R-M genes can result in a non-functional R-M systems or R-M systems with new properties. The dynamics of R-M system plays a vital role in shaping up the genome.

Page generated in 0.1532 seconds