Comparison of gene expression in trap cells and

Comparison of gene expression in trap cells and
Comparison of gene expression in trap cells and

Comparison of gene expression in trap cells and

vegetative hyphae of the nematophagous fungus

Monacrosporium haptotylum

Dag Ahre′n,34Margareta Tholander,4Csaba Fekete,4Balaji Rajashekar,

Eva Friman,Tomas Johansson and Anders Tunlid

Correspondence

Anders Tunlid

Anders.Tunlid@mbioekol.lu.se

Department of Microbial Ecology,Lund University,Ecology Building,SE-22362Lund,Sweden

Received14July2004 Revised8November2004 Accepted10November2004Nematode-trapping fungi enter the parasitic stage by developing speci?c morphological structures called traps.The global patterns of gene expression in traps and mycelium of the fungus Monacrosporium haptotylum were compared.The trap of this fungus is a unicellular spherical structure called the knob,which develops on the apex of a hyphal branch.RNA was isolated from knobs and mycelium and hybridized to a cDNA array containing probes of2822 EST clones of M.haptotylum.Despite the fact that the knobs and mycelium were grown in the same medium,there were substantial differences in the patterns of genes expressed in the two cell types.In total,23?3%(657of2822)of the putative genes were differentially expressed in knobs versus mycelium.Several of these genes displayed sequence similarities to genes known to be involved in regulating morphogenesis and cell polarity in fungi.Among them were several putative homologues for small GTPases,such as rho1,rac1and ras1,and a rho GDP dissociation inhibitor(rdi1).Several homologues to genes involved in stress response,protein synthesis and protein degradation,transcription,and carbon metabolism were also differentially expressed.

In the last category,a glycogen phosphorylase(gph1)gene homologue,one of the most upregulated genes in the knobs as compared to mycelium,was characterized.A number of

the genes that were differentially expressed in trap cells are also known to be regulated during the development of infection structures in plant-pathogenic fungi.Among them,a gas1(mas3) gene homologue(designated gks1),which is speci?cally expressed in appressoria of the rice blast fungus,was characterized.

INTRODUCTION

The nematophagous fungi comprise more than200species of taxonomically diverse fungi that all share the ability to infect and kill living nematodes(Barron,1977).The interest in studying these fungi arises from their potential use as biological control agents for nematodes that are parasitic on plants and animals(Larsen,2000).Other reasons for the continued fascination with nematophagous fungi are their remarkable morphological adaptations and their dramatic infection of nematodes.The nematode-trapping fungi are particularly interesting in this respect.These fungi enter the parasitic stage by developing speci?c morphological structures called traps.The traps develop from hyphal branches and they can be formed either spontaneously or be induced in response to signals from the environment, including peptides and other compounds secreted by the host nematode(Dijksterhuis et al.,1994).There is a large variation in the morphology of trapping structures,even between closely related species(Ahre′n et al.,1998;Barron, 1977).In some species,the trap consists of an erect branch that is covered with an adhesive material.In other species, such as in the well-studied Arthrobotrys oligospora,the trap is a complex three-dimensional net.A third type of trap is the adhesive knob.The knob is a morphologically dis-tinct cell,often produced on the apex of a slender hyphal stalk.A layer of adhesive polymers covers the knob,which is not present on the support stalks.Finally,there are some species of nematode-trapping fungi that capture nematodes in mechanical traps called constricting rings (Barron,1977).

3Present address:European Bioinformatic Institute,Wellcome Trust

Genome Campus,Hinxton,Cambridge CB101SD,UK.

4These authors contributed equally to this work.

Microarray raw data are available at the EBI-EMBL ArrayExpress data-

base(https://www.360docs.net/doc/3113409407.html,/arrayexpress)(accession no.E-MEXP-250).

A comparison of the primary structure of the M.haptotylum gph1

protein with the phosphorylases of yeast(Saccharomyces cerevisiae)

and rabbit(Oryctolagus cuniculus)is available in Supplementary

Fig.S1a,and a phylogeny of glycogen phosphorylases in Supple-

mentary Fig.S1b,with the online version of this paper at http://

https://www.360docs.net/doc/3113409407.html,/.

Abbreviations:aRNA,antisense RNA;EST,expressed sequence tag.

0002-7485G2005SGM Printed in Great Britain789 Microbiology(2005),151,789–803DOI10.1099/mic.0.27485-0

The ultrastructure of the nematode-trapping structures has been examined extensively.These studies have shown that despite the large variation in morphology,the adhesive types of trap (branches,nets and knobs)have a unique ultrastructure that clearly distinguishes them from vegeta-tive hyphae (Dijksterhuis et al .,1994).One feature,which is common to all of these traps,is the presence of numerous cytosolic organelles,the so-called dense bodies.Although the function of these organelles is not yet clear,the fact that they exhibit catalase and D -amino acid oxidase activity indicates that the dense bodies are peroxisomal in nature (Dijksterhuis et al .,1994).Another feature common to the trap cells is the presence of extensive layers of extracellular polymers,which are thought to be important for attach-ment of the traps to the surface of the nematode (Tunlid et al .,1991).

In this study we have analysed the global pattern of gene expression in knobs and mycelium of the fungus Mona-crosporium haptotylum (syn.Dactylaria candida )(Fig.1).The advantage of using M.haptotylum is that during growth in liquid cultures with heavy aeration,the connec-tions between the traps (knobs)and mycelium can be broken easily and the knobs can be separated from the mycelium by ?ltration (Friman,1993).The isolated knobs retain their function as infection structures:they can ‘capture’and infect nematodes.In order to characterize overall gene expression,we have conducted expressed sequence tag (EST)analysis with 8466clones from four different cDNA libraries.These include libraries made from mycelium and knobs,and two libraries from knobs infecting the nematode Caenorhabditis elegans .Since the genome of C.elegans has been sequenced,transcripts expressed by the fungus were easily separated from those of the host.From the EST information assembled,we obtained a unique set of 3036clones,of either fungal or

worm origin,which was used for the construction of cDNA microarrays.Here we describe the analysis of gene expres-sion patterns in knobs and mycelium.

METHODS

Culture of organisms and infection experiments.Monacros-

porium haptotylum (CBS 200.50)was grown in aerated 5l liquid cultures containing 0?01%soya peptone,0?005%phenylalanine and 0?005%(w/v)valine.The knobs were separated from the vegetative mycelium by ?ltering the culture through a nylon mesh (10m m),and collected from the ?ltrate on a 1?2m m pore-size membrane ?lter (Friman,1993).The vegetative mycelium and knob fractions were immediately frozen in liquid nitrogen and stored at 280u C.C.elegans (strain N2)was grown using standard protocols (Brenner,1974).To partly synchronize the nematodes,they were treated with 0?25%KOH and 2?5%NaOCl (Emmons et al .,1979).L1larvae were incubated on water agar plates with freshly isolated knobs from M.haptotylum ,and the infection was followed under a light micro-scope.After both 4h and 24h,the infected nematodes were collected by ?ooding the plates with water.The samples were centri-fuged and frozen in liquid nitrogen.

RNA isolation and construction of cDNA libraries.Total RNA

was extracted from the vegetative mycelium,the knobs and infected C.elegans using the RNeasy plant mini kit (Qiagen)with the guani-dinium isothiocyanate buffer provided.The integrity of the total RNA was checked by denaturating formaldehyde agarose gel electro-phoresis and the quantity was assessed by UV spectrophotometry.Four unidirectional cDNA libraries were constructed from total RNA using the PCR-based SMART cDNA Library Construction kit (BD Clontech).After ligation of size-fractionated cDNA (>100bp)into the l TriplEx2arms (BD Clontech)and lambda phage packag-ing (GigaPack III Gold extract;Stratagene),the primary titres for the unampli?ed libraries were determined to be 5?96106p.f.u.for mycelium,1?66106p.f.u.for knob,2?56106p.f.u.for the ‘early’stage of C.elegans infection (4h)and 2?96106p.f.u.for the ‘late’stage of C.elegans infection (24h).In order to amplify the libraries,phage suspensions were used to transduce Escherichia coli XL-1Blue,which resulted in titres of more than 5?06109p.f.u.ml 21.The l TriplEx2libraries were converted to plasmid libraries by in vivo excision in E.coli BM25.8(Johansson et al .,2004).PCR ampli?ca-tion followed by gel electrophoresis demonstrated that more than 90%of the randomly collected clones contained insert.Based on the analysis of 96individual clones from each of the four libraries,the average sizes of the inserts in the mycelium,knob,4h infection and 24h infection cDNA libraries were found to be approximately 1100,1000,750and 1200bp,respectively.The size of the transcripts ranged from 120to 2400bp in all four libraries.

EST analysis.Plasmid clones were randomly collected from each

of the four libraries.The colonies were transferred to 96-well plates,

and the bacterial lysates were used as starting material for PCR ampli?cation (Johansson et al .,2004).PCR was performed using pTriplEx2-speci?c universal primers P104(59-GGGAAGCGCGCC-ATTGTGTT-39)and P105(59-AGTGAGCTCGAATTGCGGCC-39)in a total volume of 10m l,followed by assessment of the size and quality of the products by gel electrophoresis.Partial nucleotide sequences of ampli?ed cDNA inserts were determined using the P104primer and the dideoxy chain-termination method employing the BigDye Terminator Cycle Sequencing kit (Applied Biosystems).The sequencing reaction products were analysed using either a 377or 3100ABI sequencer (Applied Biosystems).cDNA clones repre-senting genes that are discussed in more detail were veri?ed and completely sequenced by using universal and gene-speci?c primers (Table

1).

Fig.1.Trapping structures of Monacrosporium haptotylum .The knob cell is a spherical cell formed on the apex of a hyphal branch.The picture is reproduced from Nordbring-Hertz et al .

(1995),courtesy of Birgit Nordbring-Hertz and IWF,Go ¨ttingen.790

Microbiology 151

D.Ahre

′n and others

Base-calling of DNA sequencer traces was conducted using the PHRED program with the quality level set to20(Ewing et al.,1998). Subsequently,poly(A)and vector sequence information was removed and the sequences from all three stages were assembled into contigs using the Contig Assembly Program(CAP)(Huang,1992).After translation into all three forward frames,similarity analyses were performed by FASTA searches(Pearson,1994)against the GenBank non-redundant(nr)protein database.Based on sequence homology, the ESTs were assigned functional roles and EC numbers(where applicable).Functional roles were classi?ed into categories according to catalogues used for the Saccharomyces cerevisiae genome provided by the Munich Information Centre for Protein Sequences(MIPS) (Mewes et al.,2000).All EST information was stored in an SQL database(MySQL)on a Linux(Red Hat6.2)platform,and the data were processed using the PHOREST tool(Ahren et al.,2004).Of 8466EST clones analysed,7115high-quality ESTs(>99bp)were deposited in the GenBank dbEST database and are available by accession numbers CN794415to CN801529.

To separate fungal sequences from worm sequences,a local BLASTN search was performed against22055C.elegans cDNA sequences downloaded from the ENSEMBLE website(https://www.360docs.net/doc/3113409407.html,/

Table1.Gene-speci?c primers used in this study

Gene EST Description Primer ID Sequence

rho1CN800249GTPase Rho1P33759-GAAGTTGATGGGGAGCATGT*D

P33859-TGCAAGACCTCAGAAATCCA*D

S21959-GCCGCCAAGTACCTAGAGTG*

S22059-CCGTGCTGCCCTTACTACTT* rac1CN795728GTPase Rho3P35159-CCTCCATTTCAGCTTCCAAA*

P35259-TTCCGTCGACCATGACACTA*

S22959-AGTGGTTCCCGGAAATTAGC*

S23059-GCGCCAAATGTTCCAATTAT*

S23159-GCGACACCATTTGTGAACTG* ras1CN799032Ras homologue P33359-GGAGAGGGTGGTGTTGGTAA*D

P33459-TTGCCTCGTGTCCTGTGATA*D

S21459-CGACCTACTGGGAGAACGTG*

S21559-AACCTCAGCAAAGGATAGGG* gks1CN800713GAS1(MAS3)protein P34159-AGACAGACACCACCCGATTC*D

P34259-TTGACCTGGTGAAGGGTCAT*D

S22459-GCGGTGGTAACCAGAACACT*

S22559-AAAGTTGACGACGGAAGGAA* gph1CN795977Glycogen phosphorylase P33159-GGACATCCTGAGCCAAACAT*

P33259-GCAAGCTCATCGCAATTGTA*

F0459-AGTCCGCTTGTGTCTTGGAC*

F0559-CCCCGACACGAGATTACTGT*

D0659-TGGTCTGTTCCACTTGTCCA*

R0459-GCCATCTCCGAGGAGTAACA*

R0559-CCACCGTTGAGAACGAACTT*

D0859-CTCGGCGGGTTTACTTTCTT*

F1059-CCCAGGTGTCTTCAGTGGTT*

L0859-GCTGTGTCTGAGGTCGTCAA*D

R0559-CCACCGTTGAGAACGAACTT*D

gpd1CN795977Glyceraldehyde-3-phosphate

dehydrogenase H1L59-GCCACCAACATTATCCCATC D H1R59-GTTGGGACACGGAAAGACAT D

CN801309Cuticle-degrading serine

protease P30759-CGCTGTTAACACCCACACAG*D P30859-CACGGTAGCCTTGTCGAAAT*D

CN800950Alkaline serine protease P31559-GACACGGAACACACACTGCT*D

P31659-TTTTGATGCTCGCTGATGAC*D CN800618b-1,3exoglucanase P31159-CAATATTTGCCGCTTCATCA*

P31259-TGCACTATTGGGTGAACCAG*

CN800820Trichothecene3-O-acetyl-

transferase P31359-TTCAGTAACCGAGCCCATTC*D P31459-CGCGATTGTTTGTAACATGG*D

CN794863Immunoreactive spherule

cell-wall protein P32959-CTTGACCAGATCCCATCCTG*D P33059-CGGTGTTCTCGTACTCAGCA*D

*Primers used for sequencing.

D Primers used for real-time RT-PCR.

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Gene expression in trap cells

Caenorhabditis_elegans/).Sequences with an E value<1?061024 were annotated as C.elegans and sequences with an E value >1?061024were annotated as fungal.Sequences of<50bp were

annotated as unknown.

Construction of cDNA arrays.A single EST cDNA clone was selected to represent each assembled sequence(i.e.putatively unique transcript).For an assembled contig represented by multiple ESTs, the rule followed was to select the clone with the most extensive DNA sequencing read length.These clones were collected from the master EST library stock contained as bacterial lysate plates and aliquots were transferred into new96-well plates.Plasmid inserts were ampli?ed by PCR,puri?ed and concentrated as previously described(Johansson et al.,2004).In total,3518clones representing approximately3036contigs were processed successfully.cDNA PCR products were printed on CMT-GAPSII-coated slides(Corning Glass)using a16-pin con?gured MicroGrid II array printer (BioRobotics)controlled by the MicroGrid TAS Application Suite (version2.2.0.6).The general design of the microarrays was two identical tool arrays,each containing16blocks(sub-arrays)and with each clone replicated twice within each block,which provided on-chip quadruplicates for each clone.Additionally,various positive and negative control reporters were replicated in various positions within each block,such as positive homologous controls,that is,M. haptotylum and C.elegans genes expected to be highly expressed.In addition,eight different heterologous and commercial PCR reporters (ArrayControl;Ambion)for which complementary RNAs were spiked into the ampli?cation and labelling process of targets were also included in the blocks.Each control reporter was present in up to64per-chip replicates.DNA was cross-linked to the slides by baking at80u C for2h in glass jars,followed by UV cross-linking at 90mJ cm22.Spot and print quality were assessed by staining with POPO3dye(Molecular Probes),and subsequent scanning showed that no spots were missing or joined on the slides.

Microarray analysis.To compare the expression pattern of genes in mycelium and knobs of M.haptotylum,our microarray experiments were designed as two-samples comparisons(Kerr& Churchill,2001;Wu,2001)(i.e.knobs versus mycelium)using three independent biological replicates,which also included technical and dye-swapped control hybridizations.Nine cDNA microarrays were hybridized;four of these were hybridizations of knobs versus myce-lium and?ve were mycelium against mycelium.cDNA probes were prepared from total RNA isolated from vegetative mycelium and knobs,grown under identical conditions to those used in the con-struction of the cDNA libraries.Total RNA was extracted according to Stiekema et al.(1988)and puri?ed further on an RNeasy plant mini kit spin column(Qiagen).To obtain the required amounts of RNA from limited amounts of starting material,two rounds of antisense RNA(aRNA)ampli?cation were performed using the MessageAmp kit(Ambion).The integrity of aRNA was analysed by denaturating formaldehyde agarose gel electrophoresis and quanti?ed using the RiboGreen RNA Quanti?cation kit(Molecular Probes).The aRNA samples were divided into aliquots and stored at280u C.A total of2m g aRNA for each target,including ArrayControl RNA exogenous spikes(Ambion),was labelled(Cy3 or Cy5)using the CyScribe post-labelling kit(Amersham Biosciences). The labelled cDNA was puri?ed with the CyScribe GFX Puri?cation kit(Amersham Biosciences).The slides were hybridized,rinsed and scanned as previously described(Johansson et al.,2004).The micro-array raw data are available at the EBI-EMBL ArrayExpress database (https://www.360docs.net/doc/3113409407.html,/arrayexpress)(accession no.E-MEXP-250). Statistical analysis.After scanning,data images were inspected manually and low-quality spots were excluded before further analy-sis.Reporters of unknown origin and related to C.elegans were excluded,and only data for2822reporters representing fungal genes were extracted.For those spots remaining,the raw?uorescence intensities for each channel on each slide were collected.The mean background?uorescence was calculated for each channel.After local background correction for each spot,the reporters yielding intensities below twice the mean background were excluded and the?uores-cence for the remaining reporters was multiplied to give a common channel mean of5000?uorescence units.As a result,data for2534 fungal genes remained in the dataset.The statistical approach we used,the mixed-model analysis of variance(ANOVA),served two purposes:(1)normalization of the data to remove systemic biases that may have affected all genes simultaneously,such as differences in the amount of RNA that was labelled for a particular replicate of a treatment;(2)assessment of the contribution of biological and experimental sources of error to the variation in expression of each individual gene(Wol?nger et al.,2001).This procedure uses differ-ences in normalized expression levels,rather than ratios,as the unit of analysis of expression differences.We subjected the corrected log2-transformed measures(y gij)for the fungal gene g(g=1, (2534)

which included scores for107445fungal spot measures to a normal-ization model of the form y gij=m+A i+D j+(A6D)ij+e gij,where m is the sample mean,A i is the effect of the i th array(i=1–9),D j is the effect of the j th dye(Cy3or Cy5),(A6D)ij is the array–dye interaction(channel effect),and e gij is the stochastic error.We then subjected the residuals from this model,which can be regarded as crude indicators of relative expression level(and which are referred to in the text as‘normalized gene expression levels’)to2534gene-speci?c models of the form r ijlm=m+A i+T l+D j+e ijlm,where T l is the l th tissue(knob or mycelium;1degree of freedom,d.f.).In the gene models,which were?tted using PROC MIXED in SAS(SAS/STAT software version8,SAS Institute),the A i variable controls for spot effects and is random(8d.f.,leaving7d.f.for the residual error).

Real-time quantitative PCR.aRNA was reverse transcribed into cDNA using the SYBR Green RT-PCR Reagents kit(Applied Biosystems).The reverse transcription(RT)reactions were normal-ized to contain equivalent amounts(2m g)of aRNA.RT reactions were primed by random hexamers and were carried out in a total volume of10m l according to the manufacturer’s instructions.The cDNA product was treated with2units of RNase H(Invitrogen)for 20min at37u C,followed by heat inactivation at75u C for10min. Gene-speci?c oligonucleotide primers were designed by using the web-based primer picking service(Primer3)(https://www.360docs.net/doc/3113409407.html,/ cgi-bin/primer3/primer3_www.cgi)(Rozen&Skaletsky,2000).The following criteria were applied:melting temperatures58–60u C, primer lengths20–22nt,GC content40–80%,PCR amplicon length 100–200bp(Table1).The PCR reactions were performed with an Mx3000P Real-Time PCR system(Stratagene)using SYBR Green PCR Master Mix(Applied Biosystems)to monitor dsDNA synthesis.The reactions contained12?5m l26SYBR Green PCR Master Mix (including AmpliTaq Gold DNA Polymerase,dNTPs with dUTP, SYBR Green I Dye,Passive Reference and optimized buffer com-ponents),1m l cDNA(diluted1:10),1m l gene-speci?c forward and reverse primers(0?5m mol l21of each),in a?nal volume of25m l.The following thermal pro?le was used for all PCRs:an initial denatura-tion step at95u C for10min,followed by100cycles at95u C for30s, 58u C for1min,and72u C for1min,and?nally extended elongation at72u C for30s.Reactions were set up in triplicate,including a con-trol with no template.Ampli?cation of gene-speci?c products was analysed by melting-curve analysis followed by agarose gel electro-phoresis(cf.Fig.3).

The real-time RT-PCR data were analysed using relative quanti?ca-tion according to the22DD Ct method(Livak&Schmittgen,2001) (Stratagene software for the Mx3000P Real-Time PCR instrument). Brie?y,the relative quantity is presented as the fold change in gene expression normalized to an internal reference(control)gene in knobs relative to the normalized expression levels in the mycelium.The

792Microbiology151 D.Ahre′n and others

purpose of the internal control gene is to establish that the RNA targets are reverse transcribed and subsequently ampli?ed with similar ef?ciency in each reaction.The putative house-keeping gene glyceraldehyde-3-phosphate dehydrogenase(gpd1)served as reference. The ampli?cation ef?ciency(Eff)of each target gene was compared to that of gpd1at different template concentrations,and was found to be similar(81?6%–95?1%)to that of gpd1(not shown). Phylogenetic analysis.To construct the phylogenetic trees of GTPases,gEgh16homologues and glycogen phosphorylases,homo-logous sequences were retrieved from the GenBank nr protein database(Benson et al.,2004)using BLAST searches(Altschul et al., 1990).Protein alignments were made using CLUSTAL W(Thompson et al.,1994).Phylogeny was done using the Neighbour-Joining method(Saitou&Nei,1987)with500bootstrap replications imple-mented in the MEGA2.1program(Kumar et al.,2001). RESULTS

EST analysis

Four directional cDNA libraries were constructed from mycelium,knobs,and knobs infecting C.elegans for4and 24h,respectively.The knobs were isolated from liquid-grown mycelium of M.haptotylum and then incubated with C.elegans on water agar plates.After4h of infection, a number of the knobs had adhered and had started to penetrate the cuticle of C.elegans.Approximately30–35% of the nematodes were non-motile and were considered to have been killed by the fungus.After24h of infection,app-roximately80–85%of the nematodes were immobile,and fungal hyphae were growing inside the infected nematodes. In total,8466ESTs were obtained from the four cDNA libraries.The sequences were assembled into3121contigs that putatively represent unique genes/transcripts(Table2). Of the assembled sequences,723were represented in the mycelium library,574in the knob library,682in the4h infection library and1531in the24h infection library. Between56and71%of the contigs were singletons:they were represented by only one EST clone.Between5and37% of the assembled sequences displayed a high degree of similarity(FASTA score>299)to sequences in the GenBank nr protein database(Table2).The fraction of ESTs show-ing high-score homology was largest in the4h infection library.This is due to the fact that this library contained a large proportion of C.elegans sequences:67%of the contigs in this library were identi?ed as being of C.elegans origin,while21%were of fungal origin and12%of unknown origin.The fraction of C.elegans transcripts in the24h library was considerably lower(3?7%),whereas 88%were of fungal and8?2%of unknown origin.A large fraction(38–60%)of the assembled sequences showed no homology(orphans)to protein sequences in the GenBank nr protein database,and the proportion of orphans was highest in the knob(58%)and24h infection(60%)libraries. Expression of genes in knobs and mycelium

To allow more detailed studies on the expression of genes in M.haptotylum and during its infection of C.elegans,we constructed a cDNA microarray from the set of EST clones

analysed.In total,3518clones were ampli?ed and spotted

on the array,2822of fungal,540of C.elegans and156of

unknown origin.In the hybridization experiments,we

found2534fungal reporters(90%of the total number of

fungal reporters present on the array)to produce signals

above the two-fold average background intensity on one or

more slides.To determine which of these genes differed

signi?cantly in expression between knobs and mycelium, the microarray data were analysed using the mixed-model ANOVA(Wol?nger et al.,2001).Direct visualization of the signi?cance and magnitude of differences in gene expres-

sion between the knobs and mycelium was possible by the

use of a volcano plot(Fig.2).This plot contrasts signi?-

cance,2log10(P),on the y axis against fold change in

expression between knob and mycelium on the x axis.The

distribution along the x axis shows the expression differ-

ence,whereas the distribution along the y axis shows the

degree of signi?cance,with2,3,etc.representing P values

of1022,1023,etc.A signi?cant observation made from this plot is that apparently more genes are down-regulated than upregulated in the knobs relative to mycelium. Choosing a signi?cance level of P<0?001,the number of down-regulated genes was299(10?6%of the total number of fungal clones)and the number of upregulated genes was 193(6?8%)(Table3).

To validate the microarray data,the identities of16reporters

were con?rmed by resequencing(Table4).In addition,the

expression levels of eight of these genes were analysed by

quantitative real-time RT-PCR(Fig.3,Table5).Although

there were some differences in the estimated fold values, the overall patterns of expression were similar using the DNA microarray and real-time RT-PCR.

When knobs and mycelium were compared,there was a

large difference in the functional distribution of genes

being differentially regulated(Fig.4).A signi?cant propor-

tion of the genes that had putative roles in‘transcription’,

‘cellular transport and transport mechanisms’,‘cellular

communication or signal transduction’,‘cell rescue,

defence,cell death and ageing’and‘cell growth,cell division

and DNA synthesis’were expressed at lower levels in the

knobs than in the mycelium.Some of the genes that were differentially expressed in the two cell types are listed in Table4,and cDNA clones representing a few of these were selected for further characterization by full-length sequencing.

DISCUSSION

Morphogenesis and polarity

The trap in M.haptotylum is a spherical cell,which develops at the tip of an apical growing hyphal branch(Fig.1).This change in morphology represents a shift in the polarity of the cells.In fungi,the actin cytoskeleton provides the structural basis for establishing and modifying cell polarity

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Gene expression in trap cells

(Pruyne &Bretscher,2000a,b).During apical growth,the actin cytoskeleton polarizes growth by assembling into cortical patches and actin cables at the tip.During isotropic growth,the proteins of the cap are more diffusely dis-tributed and actin cables form a meshwork.Several genes are differentially expressed in knobs and mycelium,and these display signi?cant sequence similarities to genes known to be involved in modifying cell polarity in fungi.Among them were two down-regulated homologues to the actin-binding proteins pro?lin (EST clone CN795458,cDNA AY635995,average fold change on microarray 21?26

(log 2,knobs versus mycelium))and co?lin (EST clone CN795276,cDNA AY635996,fold change on microarray 21?87).Pro?lin is a small actin-binding protein,which was originally identi?ed as an actin monomer sequestering protein that can inhibit the growth of actin ?laments and prevent polymerization.Studies have also indicated that pro?lin can have a role in promoting actin polymerization (Ayscough,1998).Co?lin binds to actin monomers and its activity is important for rapid turnover of actin ?laments in S.cerevisiae (Lappalainen &Drubin,1997).

The rho and ras family of small GTPases,including rho,rac and cdc42,play an important role in regulating the actin part of the cytoskeleton (Pruyne &Bretscher,2000a),and these molecules act as molecular switches through their ability to hydrolyse GTP.In the GTP-bound form,these signalling proteins are active and exert a positive signal on proteins associated with polarized growth.We identi?ed and characterized three small GTPases,including a rho1,a rac and a ras homologue (Fig.5)that were differentially expressed in knobs and mycelium.Phylogenetic analysis showed that the EST clone CN800249(fold change on

Table 2.Number of EST clones analysed in each cDNA library

The distribution of EST clones was according to various ranges of sequence homology scores after sequence comparison with the GenBank (nr)protein database.Assembled sequences,putatively representing different transcripts,refer to contigs (assembled continuous sequences)and singletons after contig assembly (Huang,1992).The Singleton percentages represent the fraction of singletons compared to the total number of contigs,and indicate the level of redundancy.Library

Total ESTs (>1bp)Assembled sequences Sequence homology (FASTA /GenBank)scores (%)

Contigs Singletons Orphans Low (<100)

Moderate (100–299)

High (>299)

Mycelium 1937723508(56%)45152812Knob

1809574368(64%)58111912Infection (4h)1522682483(71%)3842137Infection (24h)319815311076(70%)60

14

22

5

All libraries

8466

3121

2008

(64

%)

Table 3.Number of genes showing signi?cant differential regulation when knobs and mycelium of M.haptotylum were compared

The number of genes with a P value of less than the indicated level,as determined by mixed model ANOVA (Wol?nger et al .,2001),is shown.P <0?001corresponds to a Bonferroni value of 3?561027,P <0?01to 3?561026and P <0?05to 1?861025.The percentage fraction of fungal genes regulated is given in parenth-eses (2822reporters in total).

Signi?cance level (P )

0?001

0?010?05Upregulated 193(6?8)234(8?3)259(9?2)Down-regulated 299(10?6)348(12?3)398(14?1)Total

492(17?4)

582(20?6)

657(23?3)

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Table4.Selected genes differentially expressed in knobs versus mycelium of M.haptotylum

Clones in bold have been veri?ed by resequencing.Fold change represents the mean fold change(log2)values of expression levels in knobs (trap cells)compared to mycelium;standard error is given in parentheses.All genes are differentially regulated at a signi?cance level of P<0?001(Bonferroni3?561027;cf.Table3).

EST clone GenBank GI GenBank homologue description Score Fold change Function

Cell growth,cell division and DNA synthesis

CN795465113277Actin gamma(Emericella nidulans)63321?23(0?12)

CN79545819114739Pro?lin(Sc.pombe)23021?26(0?18)Actin-associated protein

CN79527611596089Co?lin(Zygosaccharomyces rouxii)23521?87(0?26)Actin-associated protein

CN7947067673696b-Tubulin(Leptosphaeria maculans)40921?43(0?25)

CN795822729011Calmodulin(Neurospora crassa)41921?22(0?23)

CN795399461631BMH2protein(S.cerevisiae)41421?41(0?17)14-3-3-like protein

CN7974128218222Multifunctional cyclin-dependent kinase PHO85(N.crassa)50122?64(0?26)Cyclin dependent protein kinase

CN7988349296975Glucosamine-phosphate N-acetyltransferase GNA1(Candida

albicans)25121?27(0?17)UDP-N-acetylglucosamine

biosynthesis

CN7947066321670Prohibitin PHB2(S.cerevisiae)1622?06(0?19)Mitochondrial protein regulate

replicative lifespan

Cell rescue,defence,cell death and ageing

CN79486611139253Mitochondrial thioredoxin peroxidase PRX1(S.cerevisiae)55921?42(0?21)

CN79522311135375Thioredoxin(Coprinus comatus)36822?41(0?40)

CN79585616416067Related to hsp70protein(N.crassa)24823?57(0?56)HSP70family

CN796871171388DDR48stress protein(S.cerevisiae)21122?71(0?27)Flocculent speci?c protein

CN80003316943775Putative cyclophilin(Pleurotus ostreatus)50623?16(0?13)

CN8009283869176Cyclophilin(Arthroderma benhamiae)2501?87(0?28)

CN79993517228073Peptidyl-prolyl cis-trans isomerase(Nostoc sp.PCC7120)3461?29(0?20)

CN7996206323840Heat-shock protein HSC82(S.cerevisiae)4501?80(0?26)HSP90family

Cellular communication/signal transduction

CN80024913432032GTPase Rho1(A.fumigatus)53322?03(0?14)Rho GTPases

CN79572813432036GTPase Rho3(A.fumigatus)34121?32(0?23)Rho GTPases

CN7947676320066Rho GDP dissociation inhibitor Rdi1p(S.cerevisiae)47722?01(0?18)GDP dissociation inhibitor

CN7990323929359Ras homologue(Col.trifolii)3052?67(0?23)Ras GTPases

Cellular organization

CN7969152498762Peroxisomal membrane protein PMP30B(C.boidinii)1580?72(0?15)Peroxisome biogenesis and

organization

Cellular transport and transport mechanisms

CN795839546371GDP dissociation inhibitor Gdi1(S.cerevisiae)18722?64(0?20)RAB GDP dissociation inhibitor

CN7946105881950Putative mitochondrial phosphate carrier protein(Tuber

magnatum)31721?20(0?16)Mitochondrial Carrier(MC)

family

CN80009614700035Nuclear transport factor2(E.nidulans)22222?02(0?25)

CN800122728908Plasma membrane ATPase(Ajellomyces capsulatus)47223?14(0?19)Membrane ATPase

CN80052016944648Related to ATP-binding cassette transporter protein YOR1

(N.crassa)

3481?60(0?28)ABC transporter

Metabolism

CN7957581084868Subunit of trehalose-6-phosphate synthase/phosphatase

complex;TPS3(S.cerevisiae)(EC2.4.1.15)

28223?40(0?40)Trehalose biosynthesis

CN7947102114495UDP-glucose dehydrogenase(Drosophila melanogaster)(EC

1.1.1.22)

30522?60(0?23)Carbohydrate metabolism

CN8003867493924Alpha-mannosidase E.nidulans(EC3.2.1.24)42221?67(0?22)Carbohydrate metabolism

CN79508715278113Cystathionine gamma-lyase(N.crassa)(EC4.4.1.1)24421?58(0?24)Amino acid biosynthesis

CN79501715072557Homoaconitase(A.fumigatus)(EC4.2.1.36)14122?52(0?24)Lysine biosynthesis

CN796046129302D-amino acid oxidase(Nectria haematococca)(EC1.4.3.3)28923?09(0?29)Amino acid metabolism

CN7953791078614Stearoyl-CoA desaturase(Aj.capsulata)(EC1.14.99.5)35223?38(0?29)Fatty acid desaturation

CN7952791168273Acyl-CoA-binding protein(ACBP)(D.melanogaster)29821?93(0?19)Lipid metabolism

CN795977130174Glycogen phosphorylase GPH1(S.cerevisiae)(EC2.4.1.1)3384?36(0?23)Glycogen degradation

CN80061811359357Beta-1,3exoglucanase(Trichoderma harzianum)(EC3.2.1.2)1871?41(0?25)Glucan metabolism

CN80082015054404Trichothecene3-O-acetyltransferase(Fusarium sporotrichioides)1542?00(0?23)Secondary metabolism

CN7946168134725Spermidine synthase(N.crassa)(EC2.5.1.16)6431?46(0?20)Spermidine and pantothenate

biosynthesis

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Table4.cont.

EST clone GenBank GI GenBank homologue description Score Fold change Function

CN79598919115006Putative nicotinate phosphoribosyltransferase(Sc.pombe)

(EC2.4.2.11)3451?08(0?18)Nicotinate and nicotinamide

metabolism

CN7975366324126Peroxisomal2,4-dienoyl-CoA reductase SPS19(S.cerevisiae)

(EC1.3.1.34)

1951?05(0?17)Fatty acid degradation

CN79607341629676Fatty acid transporter and very long-chain fatty acyl-CoA

synthetase FAT1(S.cerevisiae)(EC6.2.1.3)

25722?30(0?21)Fatty acid biosynthesis

Energy

CN80041614699983Triose phosphate isomerase(Paracoccidioides brasiliensis)

(EC5.3.1.1)

26921?81(0?37)Glycolysis and gluconeogenesis CN7966962494634Glyceraldehyde-3-phosphate dehydrogenase(Aspergillus

niger)(EC1.2.1.12)

45921?59(0?24)Glycolysis and gluconeogenesis CN79753413925873Enolase(A.fumigatus)(EC4.2.1.11)57422?07(0?25)Glycolysis and gluconeogenesis CN7973529955865Fructose-1,6-bisphosphate aldolase(Aspergillus oryzae)

(EC4.1.2.13)

39022?53(0?33)Glycolysis and gluconeogenesis CN79701611257242Probable transaldolase(Sc.pombe)(EC2.2.1.2)26522?17(0?23)Pentose-phosphate pathway

CN7959684029338Malate dehydrogenase(Piromyces sp.E2)(EC1.1.1.37)42822?53(0?19)Tricarboxylic acid pathway

CN7945679695396NADH dehydrogenase subunit1(Phytophthora infestans)

(EC1.6.5.3)

15224?79(0?52)Oxidative phosphorylation

CN796765548389NADH dehydrogenase chain4L(T.rubrum)(EC1.6.5.3)2471?77(0?25)Oxidative phosphorylation

CN8010001334599Ubiquinol:cytochrome c oxireductase(Ma.grisea)(EC

1.10.

2.2)

6163?36(0?31)Oxidative phosphorylation

CN7944691351364Ubiquinol:cytochrome c reductase complex(EC1.10.2.2)25521?89(0?35)Oxidative phosphorylation

CN795459117840Cytochrome b(E.nidulans)(EC1.10.2.2)4842?78(0?24)Oxidative phosphorylation

CN79978614269417Cytochrome-c oxydase chain VIIc-like protein(O.novo-ulmi)

(EC1.9.3.1)

15621?68(0?14)Oxidative phosphorylation

CN801258584806ATP synthase alpha chain(N.crassa)(EC3.6.3.14)19021?76(0?35)Oxidative phosphorylation

CN79934618376041ATP synthase epsilon chain(N.crassa)(EC3.6.3.14)1932?55(0?24)Oxidative phosphorylation

CN799921543870ATP synthase protein9(T.rubrum)(EC3.6.3.14)3492?22(0?23)Oxidative phosphorylation

CN7948563023324ATP synthase D chain(Kluyveromyces lactis)(EC3.6.3.14)2671?19(0?17)Oxidative phosphorylation Protein destination

CN79628716191634Putative ubiquitin(P.ostreatus)69621?32(0?22)Polyubiquitin

CN7952329989034Ubiquitin-conjugating enzyme(Leishmania major)38321?46(0?21)Ubiquitin-conjugating enzyme E2 CN7997236320718Ubiquitin-like protein SMT3(S.cerevisiae)26021?62(0?23)Ubiquitin-like protein

CN795966172260Proteasome-related protein PRG1(S.cerevisiae)34722?39(0?26)20S proteasome beta-type subunit CN79489219115743RER1-like protein-retention of ER proteins(Sc.pombe)52321?36(0?16)

CN79460516225946Aspartyl aminopeptidase(Coccidioides immitis)41823?23(0?40)Aminopeptidase

CN79477914211580Carboxypeptidase(A.nidulans)54021?83(0?21)Carboxypeptidase

CN8013091122233Cuticle-degrading serine protease(Arthrobotrys oligospora)2252?48(0?36)Serine protease

CN80095019171215Alkaline serine protease(Verticillium chlamydosporium)2963?08(0?24)Serine protease

Protein synthesis

CN7967441522667640S ribosomal protein S16(Arabidopsis thaliana)44622?72(0?22)Ribosomal protein

CN7955266470325Ribosomal protein L11(Sc.pombe).70822?52(0?36)Ribosomal protein

CN7988325918018L10A ribosomal protein(C.albicans)5152?40(0?39)Ribosomal protein

CN79758219114836Ribosomal protein l14(Sc.pombe)1273?10(0?35)Ribosomal protein

CN7947886006399Ribosomal protein S28(A.niger)6653?94(0?30)Ribosomal protein

CN79491914318557Ribosomal protein L29(S.cerevisiae)2312?58(0?23)Ribosomal protein

CN795930632511460S ribosomal protein L33-A(S.cerevisiae)4382?08(0?18)Ribosomal protein

CN794817313261Translation elongation factor eEF1TEF1(S.cerevisiae)68921?71(0?15)Translation elongation factor

CN79482819112922Initiation factor eif-5a(Sc.pombe)54621?33(0?15)Translation initiation factor Transcription

CN800324122046Histone H2B(E.nidulans)52624?55(0?27)Histone

CN79491617644129Histone H2A(N.crassa)49823?24(0?19)Histone

CN795244122080Histone H3(E.nidulans)62521?43(0?16)Histone

CN794487122099Histone H4(N.crassa)50622?92(0?15)Histone

CN79581019067884Hyperosmotic protein21(Salmo salar)54022?83(0?23)Ring box protein

CN7971251351369Meiotic mRNA stability protein kinase UME5/SRP10(S.

cerevisiae)26121?17(0?18)Component of RNA polymerase

II holoenzyme

796Microbiology151 D.Ahre′n and others

microarray22?03and by real-time RT-PCR20?25)was a rho1homologue,and the EST clone CN795728(fold change on microarray21?32)was a rac1homologue(Fig.5).The rho1homologue of M.haptotylum(AY635989)encodes a protein of193aa.The deduced peptide rho1contains all the signatures that have been found to be characteristic of the small G protein superfamily,including?ve GTP-binding and GTP hydrolysis domains(G1,G2,G3,G4and G5)as well as the C-terminal prenylation site for rho GTPases(CXXL,C indicates cystein,X any amino acid and L leucin)involved in membrane associations(Bourne et al., 1991;Finegold et al.,1991).Rho1of M.haptotylum shows high sequence similarity to the rho1protein of other fungi, including that from Aspergillus nidulans(89%aa identity), Schizosaccharomyces pombe(79%),S.cerevisiae(76%)and Cryptococcus neoformans(76%).

Table4.cont.

EST clone GenBank ID GenBank homologue description Score Fold change Function

CN799242128183Nonhistone chromosomal protein NHP6B(S.cerevisiae)33921?80(0?17)HMG box protein Unclassi?ed protein

CN7948632133240Immunoreactive spherule cell wall protein(Co.immitis)19423?52(0?17)

CN80071314029698GAS1(MAS3)protein(Ma.grisea)3111?77(0?19)

CN79920015638627Capsule-associated protein-like protein(U.maydis)3082?88(0?30)

(a)(c)

(b)(d)

Fig.3.Relative quanti?cation of transcript levels for ras1and gph1in mycelium and knob tissue by the use of real-time quantitative RT-PCR.Dissociation curve pro?les(temperature versus?uorescence)and ampli?cation plots(cycle number versus?uorescence)are shown for ras1[(a)and(b)]and gph1[(c)and(d)],together with gpd1,which served as internal control for normalization(for gene identities,cf.Table1).$,ampli?cation of gpd1in mycelium samples;#,ampli?cation of gpd1in knob samples;n,target genes(ras1or gph1)in knob samples;m,target genes in mycelium samples.Shown are mean values of triplicate cDNA samples made from aRNA.The dissociation curves show that the T m values of the PCR products formed in the mycelium and knob samples were overlapping,indicating the speci?city of the primers used.The inserted gels show that the length of the target amplicons was identical in the two tissues(M,mycelium;K,knob).In the ampli?cation plots,the curves for the ampli?cation of gdp1in the knob and mycelium samples were overlapping in the log-linear phase,indicating similar levels of gpd1transcripts in the two samples.

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The switching between the GDP-bound inactive and the GTP-bound active form of rho GTPases is controlled by guanine nucleotide exchange factors(GEF)and GDP dissociation inhibitors(Koch et al.,1997).A homologue of the yeast GDP dissociation inhibitor with activity toward rho1(rdi1)was identi?ed among the genes being down regulated in the knobs(EST clone CN794767,fold change on microarray22?01).The rdi1gene of M.haptotylum (AY635991)is predicted to encode a196aa polypeptide, and displays45%aa identity to rdi1of S.cerevisiae.

The rac1homologue of M.haptotylum(AY635990)was predicted to encode a peptide of194aa,and contained the conservative G1,G2,G3,G4and G5domains as well as the prenylation site(CXXL)characteristic of rac1proteins (Bourne et al.,1991).The protein showed80%sequence identity(aa)to a rac GTPase(c?B)of the dimorphic ascomycete Penicillium marneffei(Boyce et al.,2003). Interestingly,c?B co-localizes with actin at the tips of the vegetative hyphal cells.Deletion of c?B results in growth defects in vegetative hyphae,depolarization and inappro-priate septation(Boyce et al.,2003).

The ras1homologue of M.haptotylum(AY635992,fold change on microarray+2?67and by real-time RT-PCR +2?19)was predicted to encode a198aa protein,and

showed a signi?cant sequence similarity to ras-like proteins from Colletotrichum trifolii(46%identity), A.nidulans (46%),S.cerevisiae(42%)and Ustilago maydis(44%), especially in regions corresponding to the GTP-binding and GTP hydrolysis domains(G1,G2,G3,G4and G5)as well as the C-terminal prenylation site(CAAX,C indicates

Table5.Validation of microarray data

Presented are the mean fold change values(log2)of expression levels in knobs(trap cells)compared to mycelium.Three independent biological replicates were analysed.The same source of aRNA was used for both the cDNA microarray hybridization and the real-time RT-PCR quanti?cation.

Gene EST Description cDNA microarray Real-time PCR Validation rho1CN800249GTPase Rho1Down(22?03)Down(20?25)Yes

ras1CN799032Ras homologue Up(+2?67)Up(+2?19)Yes

gks1CN800713GAS1(MAS3)protein Up(+1?77)Up(+2?63)Yes

gph1CN795977Glycogen phosphorylase Up(+4?36)Up(+2?89)Yes

2CN801309Cuticle-degrading serine protease Up(+2?48)Up(+2?59)Yes

2CN800950Alkaline serine protease Up(+3?08)Up(+2?79)Yes

2CN800820Trichothecene3-O-acetyltransferase Up(+2?02)Up(+2?17)Yes

2CN794863Immunoreactive spherule cell wall protein Down(23?52)Down(20?27)

Yes

Fig.4.Number of down-(left)and up-(right)regulated genes in knobs versus mycelium classi?ed into various functional categories.Data are derived from cDNA microarray analysis using a signi?cance level of P<0?05(cf.Table3).The classi-?cation is according to MIPS(Mewes et al.,2000),and annotation of putative functional roles is based on sequence similarity to information in the GenBank nr protein database.Of a total of398genes down-regulated,123genes were annotated into the displayed functional categories,whereas the remaining genes(not shown)were annotated either as unclassi?ed proteins (179genes)or as orphans with no sequence homology(96genes).Among a total number of259upregulated genes,43 were assigned functional annotation,whereas119clones were assigned as unclassi?ed and97genes as orphans.

798Microbiology151 D.Ahre′n and others

cysteine,A an aliphatic amino acid and X any amino acid)(Bourne et al .,1991).

Comparison of gene expression in knobs and appressoria

There are several similarities in the structure and function of knobs of nematode-trapping fungi and those of app-ressoria formed by plant-pathogenic fungi.Like a knob,

an appressorium is a specialized infection structure,which develops as a spherical cell at the tip of a hypha (germ tube).Both structures contain an adhesive layer on the outside,which binds to the surface of the host.Furthermore,both appressoria and knobs form a hypha that penetrates the host using a combination of physical force and extracellular enzymic activities (Tucker &Talbot,2001).Comparison of data from the transcriptional pro?ling of knobs with that of appressoria in Magnaporthe grisea and

Blumeria

Fig.5.Phylogeny of fungal rho and rac small GTPases.The tree (unrooted)was constructed using the neighbour-joining method (Saitou &Nei,1987).The rho1of M.haptotylum clusters with the rho1sequences from other fungi (boxed),and the rac1of M.haptotylum is found on a branch containing rac1sequences from other fungi.The GenBank GI alt.accession numbers for sequences are (anticlockwise starting with rho1):6325423,3334315,9887220,19115402,19114543,113432032,41017789,15293426,37549267,38111209,51556844(AY635989),3641690,19909069.Rho3/Rho4:41017782(A.nidulans ),40743905,38103445,41017712,19114956.Cdc42:8132884,6691157,21667044,15072535,19114448,7188786,1071931.Rac1:7188824(Saccharomyces bovinus ),37181081,21667516,38100351,32892148,40741595,40741595,13432036,25992183,51556846(AY635990),3184512,113096548,30962119,30385200.Rho4:481101(S.cerevisiae ).Rho3:21667514(U.maydis ),12230529,1071926.Rho2:40741841(A.nidulans ),19115481,1301991and 21667512.

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graminis shows that there are also many similarities in the patterns of gene regulation in the infection structures of nematode-trapping and plant-parasitic fungi(Table6). Among the commonly regulated genes was a gene(EST clone CN800713,fold change on microarray+1?77and by real-time RT-PCR+2?63)encoding a polypeptide with sequence similarity to gas1(previously mas3)of the rice blast fungus Ma.grisea.The gas1protein is speci?cally expressed in appressoria and belongs to a large family that in B.graminis includes the gEgh16and gEgh16H proteins (Xue et al.,2002;Justesen et al.,1996;Grell et al.,2003). From complete cDNA sequencing of the gas1homologue of M.haptotylum(AY635993),a257aa polypeptide could be predicted and the gene was designated gks1(gEgh16 homologue expressed in knob stage).The gks1polypeptide displayed a40%aa sequence identity to gas1of Ma.grisea.

A phylogenetic analysis showed that gks1and gas1are found in a clade with high support(bootstrap value73) containing members of the gEgh16subfamily of the gEgh16/gEgh16H proteins(Fig.6).We also identi?ed another member of the gEgh16/gEgh16H family among the EST sequences of M.haptotylum.This EST clone (CN796958)was not differentially expressed,as revealed by the microarray analysis.The predicted polypeptide of CN796958displayed signi?cant sequence identity with gas2(mas1)of Ma.grisea(43%aa identity).CN796958 and gas2were found in a well-supported clade(bootstrap value100)containing members of the gEgh16H subfamily of the gEgh16/gEgh16H proteins(Fig.6).The gas1and gas2genes showed a similar pattern of regulation in Ma. grisea,and both genes were expressed under appressorium formation(Xue et al.,2002).In B.graminis,members of the gEgh16/gEgh16H family displayed different patterns of regulation,and several of them were differentially expressed during the development of the appressoria(Grell et al.,2003; Thomas et al.,2002).

Genes involved in stress and defence responses are one of the largest classes of genes that are differentially expressed

https://www.360docs.net/doc/3113409407.html,parison of genes differentially regulated in knobs or appressoria in M.haptotylum,Ma.grisea and B.graminis, compared to mycelium,conidia and germinating conidia,respectively

For M.haptotylum knob,expression levels in knobs(trap cells)compared to mycelium are shown(Table4).For Ma.grisea appressoria, expression levels in appressorium compared to differentiating conidia are shown(Takano et al.,2004).For B.graminis appressoria,a com-parison of appressoria and germinated conidia calculated from serial analysis of gene expression(SAGE)is shown(Thomas et al.,2002). Gene*Knob M.haptotylum Appressoria Ma.grisea Appressoria B.graminis gEgh16Up Up Up

Chitinase Down Down Up

Serine protease(subtilisin)Up Up Up Proteasome subunit Down Up2 Cyclophilin Up/down2Down

Peptidyl-prolyl cis-trans isomerase Up Up Up Metallothionein Down Up Up Thioredoxin Down2Up Translation elongation factor(TEF1)Down Down2

14-3-3-like protein(BMH2)Down Up Down

Triose phosphate isomerase Down2Up Glyceraldehyde-3-phosphate dehydrogenase Down Down Down

Enolase Down2Down Fructose bisphosphate aldolase Down2Down

GTPase Rho1Down2Down

Pro?lin Down2Down

*GenBank accession numbers.gEgh16:M.haptotylum,CN800713;Ma.grisea,AI069194;B.graminis,AW792327,AW789153and AW789327. Chitinase:M.haptotylum,CN797557;Ma.grisea,BM872118;B.graminis,AW788278and AW792426.Serine protease(subtilisin):M.haptotylum, CN801309,CN800950,CN799628and CN800136;Ma.grisea,AI068925;B.graminis,AW790864.Proteasome subunit:M.haptotylum,CN795966; Ma.grisea,BG810344.Cyclophilin:M.haptotylum,CN800033,CN800928,CN800871,CN797293,CN794624and CN795925;B.graminis, AW790370.Peptidyl-prolyl cis-trans isomerase:M.haptotylum,CN799935;Ma.grisea,AI068531;B.graminis,AW791080.Metallothionein: M.haptotylum,CN796974;Ma.grisea,CA408249;B.graminis,AW791711.Thioredoxin:M.haptotylum,CN795223;B.graminis,AW790498. Translation elongation factor TEF1:M.haptotylum,CN794817,CN795053,CN796490,CN795963and CN799878;Ma.grisea,AI068515.14-3-3-like protein(BMH2):M.haptotylum,CN795822;Ma.grisea,AI069388;B.graminis,AW790531.Triose phosphate isomerase:M.haptotylum, CN800416;B.graminis,AW789921.Glyceraldehyde-3-phosphate dehydrogenase:M.haptotylum,CN796696;Ma.grisea,CA408224;B.graminis: AW788939.Enolase:M.haptotylum,CN797534;B.graminis,AW789656.Fructose bisphosphate aldolase:M.haptotylum,CN797352;B.graminis, AW790281.GTPase Rho1:M.haptotylum,CN800249;B.graminis,AW792640.Pro?lin:M.haptotylum,CN795458;B.graminis:AW792002. 800Microbiology151 D.Ahre′n and others

during appressoria formation in Ma.grisea (Rauyaree et al .,2004).Several such genes,including cyclophilins,peptidyl-prolyl cis-trans isomerases,metallothionein and thioredox-ins,appear to be differentially expressed in the knobs of M.haptotylum (Tables 4and 6).Cyclophilins are a conserved family of proteins that direct and accelerate protein folding by a peptidyl cis-trans isomerase activity.In Ma.grisea ,cyclophilin1mutants showed reduced virulence and were impaired in penetration peg formation and generation of appressorium turgor pressure (Viaud et al .,2002).In B.graminis ,a putative metallothionein gene was identi?ed as having high transcriptional levels in both conidia and appressoria (Thomas et al .,2002).A transcript (EST clone CN796974)displaying sequence similarity to fungal Cu-binding metallothionein was differentially expressed in knobs (fold change on microarray 23?8).

A number of genes involved in protein synthesis (such as homologues for ribosomal proteins and translation elonga-tion factor),protein destination and degradation (such as homologues for ubiquitin,ubiquitin-conjugating enzyme and proteasome components)were differentially expressed in both knobs and appressorium (Tables 4and 5).This suggests that development of the infection structures in both nematode-trapping and plant-pathogenic fungi is associated with an extensive synthesis and turnover of proteins (McCafferty &Talbot,1998).Glycogen and carbon metabolism

One of the most upregulated genes in the knobs was a gene (EST clone CN795977,fold change on microarray +4?36and by real-time RT-PCR +2?49)showing similarity to glycogen phosphorylases (a -D -glucosyltransferase,EC 2.4.1.1).Complete sequence analysis of this cDNA clone (AY635994)revealed an ORF corresponding to a putative protein of 874aa.The entire aa sequence of M.haptotylum phos-phorylase (gph1)showed 59%identity to the S.cerevisiae glycogen phosphorylase (Hwang &Fletterick,1986)and 45%identity to rabbit muscle glycogen phosphorylase

(Nakano et al .,1986).Multiple sequence alignment showed extensive sequence similarity in regions corresponding to the catalytic domain and C-terminal domain,while the regulatory or N-terminal domain appeared more variable (Supplementary Fig.S1a with the online version of this paper at https://www.360docs.net/doc/3113409407.html,/).

Extensive biochemical and crystallographic studies of the rabbit glycogen phosphorylase have identi?ed seven func-tional domains,including the active site,the glycogen storage site,the purine nucleoside inhibitor site,the cofactor (pyridoxal phosphate,PLP)binding site,the phosphoryla-tion site,the AMP binding site,and the subunit dimeriza-tion point (Hwang &Fletterick,1986).Four of these regions,the active site (labelled as g in Supplementary Fig.S1a)(1substitution in 17residues),the glycogen storage site (s )(2substitutions in 8residues),the purine nucleoside inhibitor site (c )(1substitution in 4residues)and the PLP binding site (v )(1substitution in 8residues)were highly conserved between the M.haptotylum and the rabbit enzymes.The N-terminal regulatory domain is important for allosteric regulation,and carries the regulatory phosphorylation site (p )of glycogen phosphorylases.In the rabbit enzyme,this domain is located within the ?rst 80aa of the N-terminal region (Palm et al .,1985).Apart from the phosphorylation site,the N-terminal region of the phosphorylases contains the AMP binding site (a )and the subunit dimerization point (d ).Considerable amino acid sequence identity (76%)was observed in the N-terminal region of the yeast and the M.haptotylum phosphorylases,whereas the rabbit enzyme appeared more divergent.The yeast enzyme is phosphorylated at a speci?c threonine residue (Thr-19)by a phosphorylase kinase,and additionally by a cyclic AMP-dependent protein kinase (Hwang &Fletterick,1986).The Thr-19residue,as well as adjacent residues,were well conserved between the yeast and the M.haptotylum phosphorylase.

A phylogenetic analysis of phosphorylases from different organisms showed that the gph1protein of M.

haptotylum

Fig.6.Phylogeny of fungal gEgh16/gEgh16H proteins.The tree (unrooted)was constructed using the neighbour-joining method (Saitou &Nei,1987).Gks1of M.haptotylum is found in a clade with the Gas1of Ma.grisea and gEgh16of B.graminis .A second Gas homologue of M.haptotylum is found in a clade containing the Gas2of Ma.grisea and the gEgh16H1genes of B.graminis .Genbank GI alt.accession numbers of the protein/nucleotide sequences from top to bottom are:38107786(hp1Ma.grisea ),14029698,32416532,2133327,51556852(AY635993),CN796958,38108209,8347747,13430279,13430281,38102500,32411089and 38102176.

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was found in a clade with high bootstrap support(value 100),containing sequences from several ascomycetes, including a putative glycogen phosphorylase of the human pathogen Aspergillus fumigatus and hypothetical proteins from the rice blast fungus Ma.grisea(Supplementary Fig.S1b).

Glycogen is an important storage carbohydrate in eukar-yotes,and glycogen phosphorylase catalyses and regulates the degradation of glycogen to glucose1-phosphate(Fletterick &Madsen,1980).Glycogen is accumulated in incipient appressoria of Ma.grisea,but is rapidly degraded before generating the turgor pressure needed for penetration of the plant cuticle(Thines et al.,2000).The turgor pressure results from a rapid accumulation of glycerol,and there are different lines of evidence suggesting that the production of glycerol is achieved by the mobilization of energy reserves, such as glycogen and neutral lipids(Thines et al.,2000).The glucose1-phosphate generated from the degradation of glycogen is metabolized in the glycolytic pathway.Glycerol can be synthesized from several of the intermediates in this pathway.Unfortunately,we did not identify any putative homologues in the M.haptotylum EST database of enzymes known to be involved in these pathways in S.cerevisiae(see references in Thines et al.,2000).Thus,whether or not the genes encoding these enzymes are regulated in the knobs is not known.Alternatively,the breakdown of glycogen can lead to the formation of pyruvate and the production of energy(ATP).However,this part of the pathway does not appear to be upregulated in the knobs.The homologues of enzymes in this part of the glycolytic pathway that were identi?ed,including glyceraldehyde-3-phosphate dehydro-genase(CN796696)and enolase(CN797534),were down-regulated in the knobs compared to mycelium(fold change on microarray,21?59and22?07,respectively)(Table4). Studies have also shown that the degradation of glycogen in Ma.grisea is under the control of the cAMP-dependent protein kinase A(PKA)and MAP kinase(MAPK)pathway (Thines et al.,2000).In yeast,phosphorylase activity is regulated by reversible phosphorylation/dephosphorylation mediated by the cAMP regulatory cascade(Hwang& Fletterick,1986).The fact that the N-terminal domain, which contains regions important for allosteric regulation and carries the regulatory phosphorylation site(Thr-19), was well conserved between the yeast and M.haptotylum enzymes,suggests that the two phosphorylases may be regulated by similar mechanisms.

Peroxisomal associated proteins

The presence of numerous dense bodies,which are related to peroxisomes,is typical for traps of nematode predatory fungi(Dijksterhuis et al.,1994).Interestingly,one transcript (CN796915,fold change on microarray+0?72)with simi-larity to a peroxisomal membrane protein in Candida boidiini(PMP30B)was signi?cantly upregulated.There is a homologue in S.cerevisiae(PMP27,PEX11,peroxin)which is involved in peroxisomal proliferation.Deletion of PMP27 generates a phenotype containing a few large peroxisomes,as if peroxisomal?ssion was inhibited(Erdmann&Blobel, 1995).Other genes that were regulated in knobs and displayed sequence similarities to genes encoding proteins associated with peroxisomes included homologues to D-amino acid oxidase(CN796046,fold change on microarray 23?09),2,4-dienoyl-CoA reductase(SPS19,S.cerevisiae) (CN797536,fold change on microarray+1?05),and fatty acid transporter and very long-chain fatty acyl-CoA syn-thetase(FAT1,S.cerevisiae)(CN796073,fold change on microarray22?30).

ACKNOWLEDGEMENTS

This paper is dedicated to Professor Birgit Nordbring-Hertz to honour her pioneer work on the morphology and physiology of nematode-trapping fungi.Custom microarrays were produced at the SWEGENE DNA Microarray Resource Center at the BioMedical Center B10in Lund,and DNA sequencing was performed at the SWEGENE Center of Genomic Ecology at the Ecology Building in Lund,supported by the Knut and Alice Wallenberg Foundation through the SWEGENE consortium.The study was supported by grants from the Swedish Natural Science Research Council.We wish to thank Bjo¨rn Canba¨ck and Balaji Rajashekar for their kind help on bioinformatics issues. REFERENCES

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The way常见用法

The way 的用法 Ⅰ常见用法: 1)the way+ that 2)the way + in which(最为正式的用法) 3)the way + 省略(最为自然的用法) 举例:I like the way in which he talks. I like the way that he talks. I like the way he talks. Ⅱ习惯用法: 在当代美国英语中,the way用作为副词的对格,“the way+ 从句”实际上相当于一个状语从句来修饰整个句子。 1)The way =as I am talking to you just the way I’d talk to my own child. He did not do it the way his friends did. Most fruits are naturally sweet and we can eat them just the way they are—all we have to do is to clean and peel them. 2)The way= according to the way/ judging from the way The way you answer the question, you are an excellent student. The way most people look at you, you’d think trash man is a monster. 3)The way =how/ how much No one can imagine the way he missed her. 4)The way =because

The way的用法及其含义(二)

The way的用法及其含义(二) 二、the way在句中的语法作用 the way在句中可以作主语、宾语或表语: 1.作主语 The way you are doing it is completely crazy.你这个干法简直发疯。 The way she puts on that accent really irritates me. 她故意操那种口音的样子实在令我恼火。The way she behaved towards him was utterly ruthless. 她对待他真是无情至极。 Words are important, but the way a person stands, folds his or her arms or moves his or her hands can also give us information about his or her feelings. 言语固然重要,但人的站姿,抱臂的方式和手势也回告诉我们他(她)的情感。 2.作宾语 I hate the way she stared at me.我讨厌她盯我看的样子。 We like the way that her hair hangs down.我们喜欢她的头发笔直地垂下来。 You could tell she was foreign by the way she was dressed. 从她的穿著就可以看出她是外国人。 She could not hide her amusement at the way he was dancing. 她见他跳舞的姿势,忍俊不禁。 3.作表语 This is the way the accident happened.这就是事故如何发生的。 Believe it or not, that's the way it is. 信不信由你, 反正事情就是这样。 That's the way I look at it, too. 我也是这么想。 That was the way minority nationalities were treated in old China. 那就是少数民族在旧中

(完整版)the的用法

定冠词the的用法: 定冠词the与指示代词this ,that同源,有“那(这)个”的意思,但较弱,可以和一个名词连用,来表示某个或某些特定的人或东西. (1)特指双方都明白的人或物 Take the medicine.把药吃了. (2)上文提到过的人或事 He bought a house.他买了幢房子. I've been to the house.我去过那幢房子. (3)指世界上独一无二的事物 the sun ,the sky ,the moon, the earth (4)单数名词连用表示一类事物 the dollar 美元 the fox 狐狸 或与形容词或分词连用,表示一类人 the rich 富人 the living 生者 (5)用在序数词和形容词最高级,及形容词等前面 Where do you live?你住在哪? I live on the second floor.我住在二楼. That's the very thing I've been looking for.那正是我要找的东西. (6)与复数名词连用,指整个群体 They are the teachers of this school.(指全体教师) They are teachers of this school.(指部分教师) (7)表示所有,相当于物主代词,用在表示身体部位的名词前 She caught me by the arm.她抓住了我的手臂. (8)用在某些有普通名词构成的国家名称,机关团体,阶级等专有名词前 the People's Republic of China 中华人民共和国 the United States 美国 (9)用在表示乐器的名词前 She plays the piano.她会弹钢琴. (10)用在姓氏的复数名词之前,表示一家人 the Greens 格林一家人(或格林夫妇) (11)用在惯用语中 in the day, in the morning... the day before yesterday, the next morning... in the sky... in the dark... in the end... on the whole, by the way...

“the way+从句”结构的意义及用法

“theway+从句”结构的意义及用法 首先让我们来看下面这个句子: Read the followingpassageand talkabout it wi th your classmates.Try totell whatyou think of Tom and ofthe way the childrentreated him. 在这个句子中,the way是先行词,后面是省略了关系副词that或in which的定语从句。 下面我们将叙述“the way+从句”结构的用法。 1.the way之后,引导定语从句的关系词是that而不是how,因此,<<现代英语惯用法词典>>中所给出的下面两个句子是错误的:This is thewayhowithappened. This is the way how he always treats me. 2.在正式语体中,that可被in which所代替;在非正式语体中,that则往往省略。由此我们得到theway后接定语从句时的三种模式:1) the way+that-从句2)the way +in which-从句3) the way +从句 例如:The way(in which ,that) thesecomrade slookatproblems is wrong.这些同志看问题的方法

不对。 Theway(that ,in which)you’re doingit is comple tely crazy.你这么个干法,简直发疯。 Weadmired him for theway inwhich he facesdifficulties. Wallace and Darwingreed on the way inwhi ch different forms of life had begun.华莱士和达尔文对不同类型的生物是如何起源的持相同的观点。 This is the way(that) hedid it. I likedthe way(that) sheorganized the meeting. 3.theway(that)有时可以与how(作“如何”解)通用。例如: That’s the way(that) shespoke. = That’s how shespoke.

way 用法

表示“方式”、“方法”,注意以下用法: 1.表示用某种方法或按某种方式,通常用介词in(此介词有时可省略)。如: Do it (in) your own way. 按你自己的方法做吧。 Please do not talk (in) that way. 请不要那样说。 2.表示做某事的方式或方法,其后可接不定式或of doing sth。 如: It’s the best way of studying [to study] English. 这是学习英语的最好方法。 There are different ways to do [of doing] it. 做这事有不同的办法。 3.其后通常可直接跟一个定语从句(不用任何引导词),也可跟由that 或in which 引导的定语从句,但是其后的从句不能由how 来引导。如: 我不喜欢他说话的态度。 正:I don’t like the way he spoke. 正:I don’t like the way that he spoke. 正:I don’t like the way in which he spoke. 误:I don’t like the way how he spoke. 4.注意以下各句the way 的用法: That’s the way (=how) he spoke. 那就是他说话的方式。 Nobody else loves you the way(=as) I do. 没有人像我这样爱你。 The way (=According as) you are studying now, you won’tmake much progress. 根据你现在学习情况来看,你不会有多大的进步。 2007年陕西省高考英语中有这样一道单项填空题: ——I think he is taking an active part insocial work. ——I agree with you_____. A、in a way B、on the way C、by the way D、in the way 此题答案选A。要想弄清为什么选A,而不选其他几项,则要弄清选项中含way的四个短语的不同意义和用法,下面我们就对此作一归纳和小结。 一、in a way的用法 表示:在一定程度上,从某方面说。如: In a way he was right.在某种程度上他是对的。注:in a way也可说成in one way。 二、on the way的用法 1、表示:即将来(去),就要来(去)。如: Spring is on the way.春天快到了。 I'd better be on my way soon.我最好还是快点儿走。 Radio forecasts said a sixth-grade wind was on the way.无线电预报说将有六级大风。 2、表示:在路上,在行进中。如: He stopped for breakfast on the way.他中途停下吃早点。 We had some good laughs on the way.我们在路上好好笑了一阵子。 3、表示:(婴儿)尚未出生。如: She has two children with another one on the way.她有两个孩子,现在还怀着一个。 She's got five children,and another one is on the way.她已经有5个孩子了,另一个又快生了。 三、by the way的用法

The way的用法及其含义(一)

The way的用法及其含义(一) 有这样一个句子:In 1770 the room was completed the way she wanted. 1770年,这间琥珀屋按照她的要求完成了。 the way在句中的语法作用是什么?其意义如何?在阅读时,学生经常会碰到一些含有the way 的句子,如:No one knows the way he invented the machine. He did not do the experiment the way his teacher told him.等等。他们对the way 的用法和含义比较模糊。在这几个句子中,the way之后的部分都是定语从句。第一句的意思是,“没人知道他是怎样发明这台机器的。”the way的意思相当于how;第二句的意思是,“他没有按照老师说的那样做实验。”the way 的意思相当于as。在In 1770 the room was completed the way she wanted.这句话中,the way也是as的含义。随着现代英语的发展,the way的用法已越来越普遍了。下面,我们从the way的语法作用和意义等方面做一考查和分析: 一、the way作先行词,后接定语从句 以下3种表达都是正确的。例如:“我喜欢她笑的样子。” 1. the way+ in which +从句 I like the way in which she smiles. 2. the way+ that +从句 I like the way that she smiles. 3. the way + 从句(省略了in which或that) I like the way she smiles. 又如:“火灾如何发生的,有好几种说法。” 1. There were several theories about the way in which the fire started. 2. There were several theories about the way that the fire started.

way 的用法

way 的用法 【语境展示】 1. Now I’ll show you how to do the experiment in a different way. 下面我来演示如何用一种不同的方法做这个实验。 2. The teacher had a strange way to make his classes lively and interesting. 这位老师有种奇怪的办法让他的课生动有趣。 3. Can you tell me the best way of working out this problem? 你能告诉我算出这道题的最好方法吗? 4. I don’t know the way (that / in which) he helped her out. 我不知道他用什么方法帮助她摆脱困境的。 5. The way (that / which) he talked about to solve the problem was difficult to understand. 他所谈到的解决这个问题的方法难以理解。 6. I don’t like the way that / which is being widely used for saving water. 我不喜欢这种正在被广泛使用的节水方法。 7. They did not do it the way we do now. 他们以前的做法和我们现在不一样。 【归纳总结】 ●way作“方法,方式”讲时,如表示“以……方式”,前面常加介词in。如例1; ●way作“方法,方式”讲时,其后可接不定式to do sth.,也可接of doing sth. 作定语,表示做某事的方法。如例2,例3;

the-way-的用法讲解学习

t h e-w a y-的用法

The way 的用法 "the way+从句"结构在英语教科书中出现的频率较高, the way 是先行词, 其后是定语从句.它有三种表达形式:1) the way+that 2)the way+ in which 3)the way + 从句(省略了that或in which),在通常情况下, 用in which 引导的定语从句最为正式,用that的次之,而省略了关系代词that 或 in which 的, 反而显得更自然,最为常用.如下面三句话所示,其意义相同. I like the way in which he talks. I like the way that he talks. I like the way he talks. 一.在当代美国英语中,the way用作为副词的对格,"the way+从句"实际上相当于一个状语从句来修饰全句. the way=as 1)I'm talking to you just the way I'd talk to a boy of my own. 我和你说话就象和自己孩子说话一样. 2)He did not do it the way his friend did. 他没有象他朋友那样去做此事. 3)Most fruits are naturally sweet and we can eat them just the way they are ----all we have to do is clean or peel them . 大部分水果天然甜润,可以直接食用,我们只需要把他们清洗一下或去皮.

way的用法总结大全

way的用法总结大全 way的用法你知道多少,今天给大家带来way的用法,希望能够帮助到大家,下面就和大家分享,来欣赏一下吧。 way的用法总结大全 way的意思 n. 道路,方法,方向,某方面 adv. 远远地,大大地 way用法 way可以用作名词 way的基本意思是“路,道,街,径”,一般用来指具体的“路,道路”,也可指通向某地的“方向”“路线”或做某事所采用的手段,即“方式,方法”。way还可指“习俗,作风”“距离”“附近,周围”“某方面”等。 way作“方法,方式,手段”解时,前面常加介词in。如果way前有this, that等限定词,介词可省略,但如果放在句首,介词则不可省略。

way作“方式,方法”解时,其后可接of v -ing或to- v 作定语,也可接定语从句,引导从句的关系代词或关系副词常可省略。 way用作名词的用法例句 I am on my way to the grocery store.我正在去杂货店的路上。 We lost the way in the dark.我们在黑夜中迷路了。 He asked me the way to London.他问我去伦敦的路。 way可以用作副词 way用作副词时意思是“远远地,大大地”,通常指在程度或距离上有一定的差距。 way back表示“很久以前”。 way用作副词的用法例句 It seems like Im always way too busy with work.我工作总是太忙了。 His ideas were way ahead of his time.他的思想远远超越了他那个时代。 She finished the race way ahead of the other runners.她第一个跑到终点,远远领先于其他选手。 way用法例句

the_way的用法大全教案资料

t h e_w a y的用法大全

The way 在the way+从句中, the way 是先行词, 其后是定语从句.它有三种表达形式:1) the way+that 2)the way+ in which 3)the way + 从句(省略了that或in which),在通常情况下, 用in which 引导的定语从句最为正式,用that的次之,而省略了关系代词that 或 in which 的, 反而显得更自然,最为常用.如下面三句话所示,其意义相同. I like the way in which he talks. I like the way that he talks. I like the way he talks. 如果怕弄混淆,下面的可以不看了 另外,在当代美国英语中,the way用作为副词的对格,"the way+从句"实际上相当于一个状语从句来修饰全句. the way=as 1)I'm talking to you just the way I'd talk to a boy of my own. 我和你说话就象和自己孩子说话一样. 2)He did not do it the way his friend did. 他没有象他朋友那样去做此事. 3)Most fruits are naturally sweet and we can eat them just the way they are ----all we have to do is clean or peel them . 大部分水果天然甜润,可以直接食用,我们只需要把他们清洗一下或去皮. the way=according to the way/judging from the way 4)The way you answer the qquestions, you must be an excellent student. 从你回答就知道,你是一个优秀的学生. 5)The way most people look at you, you'd think a trashman was a monster. 从大多数人看你的目光中,你就知道垃圾工在他们眼里是怪物. the way=how/how much 6)I know where you are from by the way you pronounce my name. 从你叫我名字的音调中,我知道你哪里人. 7)No one can imaine the way he misses her. 人们很想想象他是多么想念她. the way=because 8) No wonder that girls looks down upon me, the way you encourage her. 难怪那姑娘看不起我, 原来是你怂恿的

the way 的用法

The way 的用法 "the way+从句"结构在英语教科书中出现的频率较高, the way 是先行词, 其后是定语从句.它有三种表达形式:1) the way+that 2)the way+ in which 3)the way + 从句(省略了that或in which),在通常情况下, 用in which 引导的定语从句最为正式,用that的次之,而省略了关系代词that 或in which 的, 反而显得更自然,最为常用.如下面三句话所示,其意义相同. I like the way in which he talks. I like the way that he talks. I like the way he talks. 一.在当代美国英语中,the way用作为副词的对格,"the way+从句"实际上相当于一个状语从句来修饰全句. the way=as 1)I'm talking to you just the way I'd talk to a boy of my own. 我和你说话就象和自己孩子说话一样. 2)He did not do it the way his friend did. 他没有象他朋友那样去做此事. 3)Most fruits are naturally sweet and we can eat them just the way they are ----all we have to do is clean or peel them . 大部分水果天然甜润,可以直接食用,我们只需要把他们清洗一下或去皮.

the way=according to the way/judging from the way 4)The way you answer the qquestions, you must be an excellent student. 从你回答就知道,你是一个优秀的学生. 5)The way most people look at you, you'd think a trashman was a monster. 从大多数人看你的目光中,你就知道垃圾工在他们眼里是怪物. the way=how/how much 6)I know where you are from by the way you pronounce my name. 从你叫我名字的音调中,我知道你哪里人. 7)No one can imaine the way he misses her. 人们很想想象他是多么想念她. the way=because 8) No wonder that girls looks down upon me, the way you encourage her. 难怪那姑娘看不起我, 原来是你怂恿的 the way =while/when(表示对比) 9)From that day on, they walked into the classroom carrying defeat on their shoulders the way other students carried textbooks under their arms. 从那天起,其他同学是夹着书本来上课,而他们却带着"失败"的思想负担来上课.

The way的用法及其含义(三)

The way的用法及其含义(三) 三、the way的语义 1. the way=as(像) Please do it the way I’ve told you.请按照我告诉你的那样做。 I'm talking to you just the way I'd talk to a boy of my own.我和你说话就像和自己孩子说话一样。 Plant need water the way they need sun light. 植物需要水就像它们需要阳光一样。 2. the way=how(怎样,多么) No one can imagine the way he misses her.没人能够想象出他是多么想念她! I want to find out the way a volcano has formed.我想弄清楚火山是怎样形成的。 He was filled with anger at the way he had been treated.他因遭受如此待遇而怒火满腔。That’s the way she speaks.她就是那样讲话的。 3. the way=according as (根据) The way you answer the questions, you must be an excellent student.从你回答问题来看,你一定是名优秀的学生。 The way most people look at you, you'd think a trash man was a monster.从大多数人看你的目光中,你就知道垃圾工在他们眼里是怪物。 The way I look at it, it’s not what you do that matters so much.依我看,重要的并不是你做什么。 I might have been his son the way he talked.根据他说话的样子,好像我是他的儿子一样。One would think these men owned the earth the way they behave.他们这样行动,人家竟会以为他们是地球的主人。

way的用法

一.Way:“方式”、“方法” 1.表示用某种方法或按某种方式 Do it (in) your own way. Please do not talk (in) that way. 2.表示做某事的方式或方法 It’s the best way of studying [to study] English.。 There are different ways to do [of doing] it. 3.其后通常可直接跟一个定语从句(不用任何引导词),也可跟由that 或in which 引导的定语从句 正:I don’t like the way he spoke. I don’t like the way that he spoke. I don’t like the way in which he spoke.误:I don’t like the way how he spoke. 4. the way 的从句 That’s the way (=how) he spoke. I know where you are from by the way you pronounce my name. That was the way minority nationalities were treated in old China. Nobody else loves you the way(=as) I do. He did not do it the way his friend did. 二.固定搭配 1. In a/one way:In a way he was right. 2. In the way /get in one’s way I'm afraid your car is in the way, If you are not going to help,at least don't get in the way. You'll have to move-you're in my way. 3. in no way Theory can in no way be separated from practice. 4. On the way (to……) Let’s wait a few moments. He is on the way Spring is on the way. Radio forecasts said a sixth-grade wind was on the way. She has two children with another one on the way. 5. By the way By the way,do you know where Mary lives? 6. By way of Learn English by way of watching US TV series. 8. under way 1. Elbow one’s way He elbowed his way to the front of the queue. 2. shoulder one’s way 3. feel one‘s way 摸索着向前走;We couldn’t see anything in the cave, so we had to feel our way out 4. fight/force one’s way 突破。。。而前进The surrounded soldiers fought their way out. 5.. push/thrust one‘s way(在人群中)挤出一条路He pushed his way through the crowd. 6. wind one’s way 蜿蜒前进 7. lead the way 带路,领路;示范 8. lose one‘s way 迷失方向 9. clear the way 排除障碍,开路迷路 10. make one’s way 前进,行进The team slowly made their way through the jungle.

the way的用法大全

在the way+从句中, the way 是先行词, 其后是定语从句.它有三种表达形式:1) the way+that 2)the way+ in which 3)the way + 从句(省略了that或in which),在通常情况下, 用in which 引导的定语从句最为正式,用that的次之,而省略了关系代词that 或in which 的, 反而显得更自然,最为常用.如下面三句话所示,其意义相同. I like the way in which he talks. I like the way that he talks. I like the way he talks. 如果怕弄混淆,下面的可以不看了 另外,在当代美国英语中,the way用作为副词的对格,"the way+从句"实际上相当于一个状语从句来修饰全句. the way=as 1)I'm talking to you just the way I'd talk to a boy of my own. 我和你说话就象和自己孩子说话一样. 2)He did not do it the way his friend did. 他没有象他朋友那样去做此事. 3)Most fruits are naturally sweet and we can eat them just the way they are ----all we have to do is clean or peel them . 大部分水果天然甜润,可以直接食用,我们只需要把他们清洗一下或去皮. the way=according to the way/judging from the way 4)The way you answer the qquestions, you must be an excellent student. 从你回答就知道,你是一个优秀的学生. 5)The way most people look at you, you'd think a trashman was a monster. 从大多数人看你的目光中,你就知道垃圾工在他们眼里是怪物. the way=how/how much 6)I know where you are from by the way you pronounce my name. 从你叫我名字的音调中,我知道你哪里人. 7)No one can imaine the way he misses her. 人们很想想象他是多么想念她. the way=because 8) No wonder that girls looks down upon me, the way you encourage her. 难怪那姑娘看不起我, 原来是你怂恿的 the way =while/when(表示对比) 9)From that day on, they walked into the classroom carrying defeat on their shoulders the way other students carried textbooks under their arms.

“the-way+从句”结构的意义及用法知识讲解

“the way+从句”结构的意义及用法 首先让我们来看下面这个句子: Read the following passage and talk about it with your classmates. Try to tell what you think of Tom and of the way the children treated him. 在这个句子中,the way是先行词,后面是省略了关系副词that 或in which的定语从句。 下面我们将叙述“the way+从句”结构的用法。 1.the way之后,引导定语从句的关系词是that而不是how,因此,<<现代英语惯用法词典>>中所给出的下面两个句子是错误的:This is the way how it happened. This is the way how he always treats me. 2. 在正式语体中,that可被in which所代替;在非正式语体中,that则往往省略。由此我们得到the way后接定语从句时的三种模式:1) the way +that-从句2) the way +in which-从句3) the way +从句 例如:The way(in which ,that) these comrades look at problems is wrong.这些同志看问题的方法不对。

The way(that ,in which)you’re doing it is completely crazy.你这么个干法,简直发疯。 We admired him for the way in which he faces difficulties. Wallace and Darwin greed on the way in which different forms of life had begun.华莱士和达尔文对不同类型的生物是如何起源的持相同的观点。 This is the way (that) he did it. I liked the way (that) she organized the meeting. 3.the way(that)有时可以与how(作“如何”解)通用。例如: That’s the way (that) she spoke. = That’s how she spoke. I should like to know the way/how you learned to master the fundamental technique within so short a time. 4.the way的其它用法:以上我们讲的都是用作先行词的the way,下面我们将叙述它的一些用法。

定冠词the的12种用法

定冠词the的12种用法 定冠词the 的12 种用法,全知道?快来一起学习吧。下面就和大家分享,来欣赏一下吧。 定冠词the 的12 种用法,全知道? 定冠词the用在各种名词前面,目的是对这个名词做个记号,表示它的特指属性。所以在词汇表中,定冠词the 的词义是“这个,那个,这些,那些”,可见,the 即可以放在可数名词前,也可以修饰不可数名词,the 后面的名词可以是单数,也可以是复数。 定冠词的基本用法: (1) 表示对某人、某物进行特指,所谓的特指就是“不是别的,就是那个!”如: The girl with a red cap is Susan. 戴了个红帽子的女孩是苏珊。 (2) 一旦用到the,表示谈话的俩人都知道说的谁、说的啥。如:

The dog is sick. 狗狗病了。(双方都知道是哪一只狗) (3) 前面提到过的,后文又提到。如: There is a cat in the tree.Thecat is black. 树上有一只猫,猫是黑色的。 (4) 表示世界上唯一的事物。如: The Great Wall is a wonder.万里长城是个奇迹。(5) 方位名词前。如: thenorth of the Yangtze River 长江以北地区 (6) 在序数词和形容词最高级的前面。如: Who is the first?谁第一个? Sam is the tallest.山姆最高。 但是不能认为,最高级前必须加the,如: My best friend. 我最好的朋友。 (7) 在乐器前。如: play the flute 吹笛子

Way的用法

Way用法 A:I think you should phone Jenny and say sorry to her. B:_______. It was her fault. A. No way B. Not possible C. No chance D. Not at all 说明:正确答案是A. No way,意思是“别想!没门!决不!” 我认为你应该打电话给珍妮并向她道歉。 没门!这是她的错。 再看两个关于no way的例句: (1)Give up our tea break? NO way! 让我们放弃喝茶的休息时间?没门儿! (2)No way will I go on working for that boss. 我决不再给那个老板干了。 way一词含义丰富,由它构成的短语用法也很灵活。为了便于同学们掌握和用好它,现结合实例将其用法归纳如下: 一、way的含义 1. 路线

He asked me the way to London. 他问我去伦敦的路。 We had to pick our way along the muddy track. 我们不得不在泥泞的小道上择路而行。 2. (沿某)方向 Look this way, please. 请往这边看。 Kindly step this way, ladies and gentlemen. 女士们、先生们,请这边走。 Look both ways before crossing the road. 过马路前向两边看一看。 Make sure that the sign is right way up. 一定要把符号的上下弄对。 3. 道、路、街,常用以构成复合词 a highway(公路),a waterway(水路),a railway(铁路),wayside(路边)

way与time的特殊用法

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