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    InsectBiochemistry

    andMolecularBiology

    Insect Biochemistry and Molecular Biology 38 (2008) 146154

    Alterations of the acetylcholinesterase enzyme in the oriental fruit fly

    Bactrocera dorsalis are correlated with resistance to the

    organophosphate insecticide fenitrothion

    Ju-Chun Hsua,b,, Wen-Jer Wub, David S. Haymerc, Hsiu-Ying Liaoa, Hai-Tung Fenga

    aTaiwan Agricultural Chemicals and Toxic Substances Research Institute, Council of Agriculture, 11, Guang ming Road,

    Wufong, 413 Taichung Hsien, TaiwanbDepartment of Entomology, National Taiwan University, 27, Lane 113, Roosevelt Road, Sec. 4, Taipei 106, Taiwan

    cDepartment of Cell and Molecular Biology, University of Hawaii at Manoa, 1960 EastWest Road, Honolulu, HI 96822, USA

    Received 1 June 2007; received in revised form 6 October 2007; accepted 8 October 2007

    Abstract

    Alterations of the structure and activity of the enzyme acetylcholinesterase (AChE) leading to resistance to organophosphate

    insecticides have been examined in the oriental fruit fly, Bactrocera dorsalis (Hendel), an economic pest of great economic importance in

    the Asia-Pacific region. We used affinity chromatography to purify AChE isoenzymes from heads of insects from lines showing the

    phenotypes of resistance and sensitivity to insecticide treatments. The AChE enzyme from a strain selected for resistance to the

    insecticide fenitrothion shows substantially lower catalytic efficiency for various substrates and 124-, 373- and 5810-fold less sensitivity to

    inhibition by paraoxon, eserine and fenitroxon, respectively, compared to that of the fenitrothion susceptible line. Using peptide mass

    fingerprinting, we also show how specific changes in the structure of the AChE enzymes in these lines relate to the resistant and sensitive

    alleles of the AChE (ace) gene characterized previously in this species (described in Hsu, J.-C., Haymer, D.S., Wu, W.-J., Feng, H.-T.,

    2006. Mutations in the acetylcholinesterase gene of Bactrocera dorsalis associated with resistance to organophosphorus insecticides.Insect Biochem. Mol. Biol. 36, 396402). Polyclonal antibodies specific to the purified isoenzymes and real-time PCR were also used to

    show that both the amount of the isoenzyme present and the expression levels of the ace genes were not significantly different between the

    R and S lines, indicating that quantitative changes in gene expression were not significantly contributing to the resistance phenotype.

    Overall, our results support a direct causal relationship between the mutations previously identified in the ace gene of this species and

    qualitative alterations of the structure and function of the AChE enzyme as the basis for the resistance phenotype. Our results also

    provide a basis for further comparisons of insecticide resistance phenomena seen in closely related species, such as Bactrocera oleae, as

    well as in a wide range of more distantly related insect species.

    r 2007 Elsevier Ltd. All rights reserved.

    Keywords: Fenitrothion; ace gene; Insecticide resistance; Enzyme kinetics; Bactrocera dorsalis

    1. Introduction

    The oriental fruit fly (Bactrocera dorsalis (Hendel))

    causes serious financial losses to orchards globally and is

    the most serious fruit pest of fruit trees in Taiwan.

    Organophosphate based insecticides have been used tocontrol this pest for many years. However, the develop-

    ment of even subtle resistance has been shown to be

    capable of causing a loss of effectiveness of such control

    agents (Hsu and Feng, 2000). For example the organopho-

    sphorous insecticide fenitrothion has been used for pest

    control since 1960 (Nishizawa et al., 1961), but in areas

    such as Taiwan it has become increasingly limited in

    effectiveness for control of B. dorsalis (Hsu and Feng,

    2002). Similar cases of the development of resistance and

    subsequent reductions in effectiveness to this and other

    ARTICLE IN PRESS

    www.elsevier.com/locate/ibmb

    0965-1748/$ - see front matterr 2007 Elsevier Ltd. All rights reserved.

    doi:10.1016/j.ibmb.2007.10.002

    Corresponding author. Taiwan Agricultural Chemicals and Toxic

    Substances Research Institute, Council of Agriculture, 11, Guang ming

    Road, Wufong, 413 Taichung Hsien, Taiwan. Tel.: +886 4 23302101;

    fax: +886 4 23314106.

    E-mail address: [email protected] (J.-C. Hsu).

    http://www.elsevier.com/locate/ibmbhttp://localhost/var/www/apps/conversion/tmp/scratch_6/dx.doi.org/10.1016/j.ibmb.2007.10.002mailto:[email protected]:[email protected]://localhost/var/www/apps/conversion/tmp/scratch_6/dx.doi.org/10.1016/j.ibmb.2007.10.002http://www.elsevier.com/locate/ibmb
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    organophosphate based insecticides have been observed

    in a wide range of other insect species in different localities

    (Hama, 1983, 1984; Konno and Shishido, 1989; Kotze

    and Walkbank, 1996; Kozaki et al., 2001). Because of

    this, improved understanding of the actual or potential

    mechanisms of resistance can be very important for

    preventing even greater loss of the tools available for pestcontrol.

    The enzyme acetylcholinesterase (AChE, EC 3.1.1.7) is

    known to be the target of many organophosphate and

    carbamate based insecticides. These insecticides work by

    promoting phosphorylation or carbamylation type mod-

    ifications of the active site of the AChE enzyme. These

    modifications inhibit AChE activity and block the hydro-

    lysis of acetylcholine (Oppenoorth and Welling, 1979), a

    step that is normally necessary for the proper regulation of

    nerve cell activity. In Drosophila melanogaster as well as

    several other insect species, the development of resistance

    to these insecticides has been associated with point

    mutations in the gene (ace) encoding the AChE enzyme

    (Fournier et al., 1992; Mutero et al., 1994; Vaughan et al.,

    1997). In a number of species (Zhu and Clark, 1995a, b;

    Kozaki et al., 2001; Weill et al., 2004), at least some of

    these point mutations appear to correspond to regions

    encoding the active site of the enzyme. Included in this

    latter category is a previous study ofB. dorsalis (Hsu et al.,

    2006) where two of the sites producing missense mutations

    were shown to be identical to sites that had been altered in

    a strain of a congeneric species, B. oleae, which also

    exhibited insecticide resistance (Vontas et al., 2002;

    Hawkes et al., 2005).

    In addition to the clear evidence associating DNAchanges with the acquisition of resistance, it is also

    important to develop a better understanding of how these

    mutations may exert either quantitative or qualitative

    effects on specific genes and their products. In some

    species, for example the aphid Myzus persicae, insecticide

    resistance has been associated with various mechanisms

    such as the overproduction of detoxifying esterases,

    qualitative alterations of the AChE enzyme itself and

    mutations in other genes conferring knockdown resistance

    (reviewed in Margaritopoulos et al., 2007). It is of interest

    to know which if any of these phenomena occur in

    B. dorsalis, especially in light of the work in the congeneric

    species B. oleae that shows a decreased sensitivity to the

    inhibitors and a qualitative reduction of the catalytic

    activity of the AChE enzyme as the basis for resistance in

    this species (Vontas et al., 2002).

    To this end we examine here the effects on ace gene

    expression and AChE enzyme activity due to the previously

    described mutations in the ace gene of B. dorsalis (Hsu

    et al., 2006). Overall, our results confirm that the resistance

    phenotype is associated with qualitative effects on the

    structure and activity of this enzyme. At least for the cases

    examined here, quantitative changes in the levels of gene

    expression can also be ruled out as significant contributors

    to this phenotype.

    2. Materials and methods

    2.1. Fly strains

    An insecticide-susceptible (S) line of the oriental fruit fly,

    B. dorsalis, was established in our laboratory from flies

    collected from central Taiwan in 1994. This laboratorycolony was reared on an artificial diet maintained without

    any exposure to insecticides. An insecticide resistant (R)

    line was selected from this line, and susceptibilities (LD50)

    of the flies to varied doses of fenitrothion and methomyl

    were assayed using topical application as described in Hsu

    et al. (2004).

    2.2. Chemicals

    Insecticides and their respective oxons used in this study

    were analytical grade. Fenitrothion, and paraoxon-ethyl

    were obtained from Fluka Chemie GmbH (Switzerland).

    Fenitroxon was obtained from Tokyo Kasei Kogyo Co.

    (Japan).

    AChE assay reagents and inhibitors, including acet-

    ylthiocholine iodide (ATC), propionylthiocholine iodide

    (PTC), 5,5-dithiobis-2-nitrobenzoic acid (DTNB), S-butyr-

    ylthiocholine iodide (BTC), 1,5-bis(4-allyldimethylammo-

    nium phenyl)pentan-3-one dibromide (BW284C51), eserine

    hemisulfate (eserine), ethopropazine hydrochloride (etho-

    propazine) were purchased from Sigma Chemical Co.

    (USA).

    The ECH Sepharose 4B was purchased from Amersham

    Pharmacia Biotech (Piscataway, NJ). The chemicals tetra-

    ethylammonium iodide (Net4I), procainamide, andN-ethoxycarbonyl-2-ethoxy-1, 2-dihydroquinoline (EEDQ)

    were purchased from ACROS Organics (USA). The bovine

    serum albumin (BSA) protein assay standard was pur-

    chased from Bio-Rad Laboratories (USA).

    2.3. Enzyme purification

    AChE was purified from the heads of adults by affinity

    chromatography using procainamide as described in

    Hsiao et al. (2004). Approximately, 12 g of frozen heads

    were homogenized in 120 mL of ice-cold phosphate buffer

    (pH 7.4) containing 0.5% (v/v) triton-X100 (extracted

    buffer). After centrifugation at 13 000g for 15min, the

    supernatant was filtered through two layers of cheesecloth

    to remove the lipids. The recovered material was then

    applied to a procainamide-based Sepharose 4B affinity

    column as described by the manufacturer. A buffer

    containing 50mM NaCl (PTS) was used to wash the

    column until the absorbance at 280 nm fell below 0.01 and

    the AChE was then eluted with 30mM Net4I in PTS

    buffer.

    The purity of enzyme was analyzed by SDS-PAGE.

    Fractions containing purified AChE were pooled, dialyzed

    against PTS buffer to remove the Net4I and concentrated

    using an Amicon concentrator (model 8050) at 4 1C.

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    2.4. AChE enzyme quantitation

    Immunoassays were conducted to quantify the amount

    of AChE present in flies from both lines. The indirect-

    ELISA sandwich method and anti-AChE polyclonal

    antibodies were used based on a modification of the

    method from Yeh and Gonsalves (1984). Two purifiedextracts (about 1 mg, titer of anti-AChEs (1:10000)) of

    polyclonal antibodies against AChE from both feni-

    trothion-susceptible and -resistant B. dorsalis, respectively,

    were produced in rabbits (Taiwan Protein Co., Ltd).

    Purification was done from pooled antisera using the

    Melon Gel IgG spin purification kit (Pierce Biotech., USA)

    following instructions provided by the manufacturer.

    The concentration of IgG protein was estimated using

    readings from a spectrophotometer at optical density at

    280 nm (OD280).

    For both lines, ten heads cut from fresh flies were

    homogenized in phosphate-buffered saline (PBS) and

    diluted to 1.2mg total protein per well to coat 96-well

    microtiter plates for 1 h at 37 1C. Each sample was assayed

    using four replicates to minimize intra-experiment varia-

    tion. The 96-well microtiter plates were used for either

    direct measurement of AChE activity or for an ELISA

    assay.

    After blocking, wells were sequentially incubated

    with anti-AChE rabbit serum (at concentrations of

    0.22 mg for anti-susceptible AChE or 0.28mg anti-feni-

    trothion AChE/well), and the alkaline phosphatase-

    conjugated goat anti-rabbit IgG (Jackson Immuno

    Research; 0.04 mg/well). All incubations were carried out

    fo r 1 h a t 3 7 1C with washes between successive steps.The absorbance value was determined in an ELISA reader

    at 405 nm using a Benchmark microplate reader (Bio-Rad,

    USA).

    2.5. AChE activity assays and enzyme kinetics

    AChE activity was determined by the method of Ellman

    et al. (1961). AChE extracts (before and after purification)

    buffered in sodium phosphate (pH 7.0) were assayed for

    activity with ATC (0.50 mM) as a substrate. The change in

    light absorbance at 410 nm was recorded for 5 min in a

    Benchmark microplate reader (Bio-Rad) and used to

    calculate AChE activity as in units of mmol ATC

    hydrolysed/min/mg.

    The substrate specificity of purified AChE was assessed

    using ATC, PTC, and BTC. A total of 11 different

    substrate concentrations ranging from 40 to 4000 mM for

    ATC and 161600 mM for PTC and BTC were used (as well

    as no substrate) to determine the enzyme kinetic para-

    meters of purified enzyme from both the fenitrothion-

    susceptible (S) and -resistant (R) lines. For each substrate

    the maximum velocities (Vmax) and the Michaelis con-

    stants (Km) were calculated using Hanes/Woolf plots

    (Java-EMBOSS Software). The ratio Vmax/Km is referred

    to as efficiency of catalysis and the turnover number (Kcat)

    was calculated from the molecular mass of purified AChE

    (116 kDa, the predicted mass) and Vmax. The substrate

    specificity constant (Kcat/Km) was determined from the Kcatand Km values according to the method of Zhu and

    Brindley (1992).

    2.6. Sensitivity of AChE to inhibition

    Purified AChE was incubated with eight different

    concentrations of each of five inhibitors (ethopropaxine,

    BW284C51, eserine, paraoxon and fenitroxon) at 37 1C for

    5 min before adding substrate to assay the AChE activity

    (the substrate is ATC (0.50 mM)). Ethopropazine was used

    in a concentration range of 0.886 to 114 mM, BW284C51

    from 4.55pM to 45.5 mM, eserine from 2.73pM to

    2.27 mM, paraoxon from 145 pM to 11.4 mM and fenitrox-

    on from 40.6 pM to 11.4mM. In each case, AChE activity

    was assayed as described.

    The inhibition concentration (I50) for each inhibitor

    was determined based on log-concentration vs. log-% inhibi-

    tion regression analysis. In this study, the concentrations

    of five inhibitors were 3.55455mM for ethopropazine,

    4.55 pM45.5mM for BW284C51, 37.2 pM22.7 nM for eser-

    ine, 74.5 nM45.5mM for paraoxon and 18.6 nM11.4mM for

    fenitroxon, respectively. Results are reported as means7stan-

    dard deviation and the sample size is five for every inhibitor

    analysis.

    The plot of the log of residual activity (AChE) against

    time was linear for a given inhibitor concentration. The

    bimolecular rate constant (Ki) was calculated by linear

    regression as described by Main and Iverson (1966). The

    concentrations in BW284C51, paraoxon and fenitroxon were20.8 nM45.5mM, 0.145 nM11.4mM and 88.8 nM11.4mM,

    respectively, and the other inhibitors were in the same

    concentration ranges as the inhibition concentration

    described.

    2.7. Peptide mass fingerprinting analysis

    Using material from both fenitrothion-susceptible and

    -resistant lines, AChE was obtained for peptide mass

    analysis using either gel slices isolated from SDS-PAGE

    gels, processed by in-gel digestion, or from PBS solutions

    dialyzed against deioned water where direct digestion

    with trypsin was carried out. These were analyzed by

    laser desorption/ionization with matrix assisted, time-of-

    flight spectroscopy (MALDI-TOF) (Applied Biosystems/

    Voyager DE Pro) (Proteomic MS Core Laboratory,

    National Chung Hsing University). Peptide mass values

    obtained were used to search the NCBInr database

    (2006.02.16) using Ms-Fit software (http://prospector.ucsf.

    edu/prospector/4.0.8/html/msfit.htm). The mass tolerance

    was set at 100 ppm, and other parameters were typically set

    as follows: trypsin up to two miss cleavages; cysteine

    modification, acrylamide; and considered modifications

    including oxidation of Met and carbamidmethylation of

    cystein.

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    http://prospector.ucsf.edu/prospector/4.0.8/html/msfit.htmhttp://prospector.ucsf.edu/prospector/4.0.8/html/msfit.htmhttp://prospector.ucsf.edu/prospector/4.0.8/html/msfit.htmhttp://prospector.ucsf.edu/prospector/4.0.8/html/msfit.htm
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    2.8. Quantitative real-time PCR method

    Total RNA was extracted from the heads of 15 flies of

    each line using a microscale total RNA extraction kit

    (RNeasyR Mini kit, Qiagen Gmbh). After treatment with

    DNase, one microgram of total RNA was used for the first

    strand synthesis of cDNA in 20ml of total volume using theThermoScriptTM reverse transcription cDNA synthesis

    system (Invitrogen) with poly T as the primer, according

    to the manufacturers instructions.

    Real-time PCR was used to examine the expression of

    the ace gene in specimens from both the R and S lines.

    Primers designed to specifically amplify ace gene sequences

    from cDNA were used (described below). In both lines

    similar amplifications were also carried out with primers

    designed from conserved ribosomal 18S sequences (18S) as

    a control, and ratios of ace/18S levels of gene expression

    were calculated.

    Real-time PCR amplifications were done using an IQ5

    machine (Bio-Rad, USA). One microliter of template was

    used in each reaction of 25ml total volume (including

    the SYBR Green I). Primers specific to the ace gene

    (AY155500) were sense: CGGCAAGTTGAACGAGAG;

    and antisense: AGAGGAAGCGGATGATGG. Primers

    specific to the 18S ribosomal gene (AF033944) were sense:

    ATTTGTGCTTCATACGGGTAG; and antisense: AA-

    CAGAGGTCTTATTTCATTATTCC.

    Quantification references were designed to have similar

    properties in terms of length and %GC content. An

    optimized thermal program consisting of one cycle of 95 1C

    for 3 min, 40 cycles of 95 1C for 10s, 52 1C for 15s, and

    followed by a final one cycle of 72 1C for 2.5 min was used.Following the qRTPCR, the homogeneity of PCR product

    was confirmed by the melting curve analysis. The relative

    amount of target gene against reference gene was

    calculated according to the 2DCt method (Pfaffl, 2001).

    The assay was repeated six times with total RNA extracted

    separately for flies from both lines, and three replicates

    were carried out for each reaction to minimize intra-

    experiment variation.

    2.9. Statistical analysis

    Using EXCEL software statistical analysis of the AChEkinetics was carried out using two factor ANOVA. For

    other experiments the two-tailed Students t-test was used.

    Differences were considered significant at Po0.05 level.

    3. Results

    3.1. AChE purification and activity

    The purity of the AChE isoenzyme was confirmed by

    SDS-PAGE using the coomassie blue staining method

    using material obtained from both the fenitrothion-

    susceptible (S) and -resistant (R) lines. In both cases a

    monomer of 59.7 kDa (estimated molecular weight, MW)

    was obtained (Fig. 1).

    The overall purification factors and yields were similar

    for both lines (about 1500-fold and 20%, respectively)

    (Table 1). Resistance ratios and cross-resistance ratios were

    calculated as the ratio of the resistant LD50 to the

    susceptible LD50 values for fenitrothion (RR) or methomyl

    (CR) insecticide treatments.

    3.2. AChE kinetics

    Three substrates (ATC, PTC, and BTC) were used to

    assess the kinetic parameters of the AChE enzyme purified

    from both the S and R lines (Table 2):

    (a) The hydrolyzing efficiencies (Vmax) for these substrates

    differed significantly between two lines (Fsubstrates

    (2,20) 139.2, Po0.05). The AChE from the R line

    exhibited hydrolyzing efficiency about two times lower

    (two factor ANOVA, Fline (1,20) 35.6, Po0.05)

    compared with the AChE purified from the S line for

    all substrates investigated.

    (b) The substrate affinities (Km) also differed significantly

    between two lines using two factor ANOVA (Fsubstrate

    (2,20) 75.3, Po0.05 for Km) with the AChE from the R

    line exhibiting significantly lower affinities (two factor

    ANOVA, Fline (1,20) 20.8, Po0.05) for all three of the

    substrates compared to the AChE purified from the Sline.

    3.3. Sensitivity of AChE to inhibition

    AChEs purified from both S and R lines showed similar

    curves for inhibition by BW284C51, eserine, paraoxon and

    ARTICLE IN PRESS

    Fig. 1. SDS-PAGE analysis of AChEs purified from flies of the

    susceptible and fenitrothion-resistant lines. Purified AChEs were mixed

    with loading dye and DTT reducing agent and heated at 95 1C for 5 min in

    a dry bath. Treated samples were loaded onto a 10% SDS-PAGE and

    electrophoresed for 1.5 h at 100 V at room temperature. The protein bands

    were visualized by coomassie blue staining (kit from AmershamPharmacia Biotech). Susppurified AChE from susceptible oriental fruit

    flies; Resistpurified AChE from fenitrothion-resistant flies; marker

    lanemid-range protein marker (GeneMark, Taiwan).

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    fenitroxon although inhibition by ethopropazine required

    approximately a 100-fold higher concentration (Fig. 2). In

    all cases the purified AChE from the R line displayed lessoverall activity compared to that of the AChE purified

    from the S line.

    The I50 values in Table 3 show that in the S line, eserine

    was the most potent inhibitor of purified AChE, followed

    by fenitroxon, paraoxon, BW284C51, and finally ethopro-

    pazine. In the R line eserine was also the most potent

    inhibitor (followed by fenitroxon), but in this case

    BW284C51 was a more potent inhibitor than paraoxon.

    However, ethopropazine was the least effective here also.

    This table also shows that overall for eserine, fenitroxon

    and paraoxon, the purified AChE enzyme from the R line

    was much less sensitive to inhibition compared to the

    AChE from the S line.

    Table 3 also shows that the values for inhibition

    constants (Ki) of AChE in each of the lines ranged from

    4.93 103 to 5.09 107 M1 min1. Here again eserine was

    the most potent inhibitor while ethopropazine was the

    least. Except for eserine, these inhibitors also showed

    higher Ki values for the S line compared to the R line.

    3.4. Peptide mass fingerprinting

    Peptide mass fingerprinting was used first to confirm that

    the enzymes purified from these B. dorsalis lines were

    AChEs (Table 4). AChE from the S line is identified as the

    normal AChE of this species (AAO06900), and the

    peptide products from this line are also compared to the

    AChE from the R line (AAO06932). Next, the residuesobtained for the R and S lines were directly compared.

    Only the amino acid change corresponding to position

    G488 (peptide corresponding to residues #486506) was

    found in these experiments despite the fact this experiment

    was performed several times using both AChE enzyme in

    solution and from slices of polyacrylamide gels for both

    lines.

    3.5. Quantitation of gene expression

    As assessed using the t-test, no significant differences

    were detected in terms of the quantities of AChE recovered

    as indicated by the indirect-ELISA assay using antibodies

    directed against both the susceptible AChE and resistant

    AChE (Table 5).

    The real-time PCR analysis also shows that the levels of

    expression of the ace gene (relative to 18Sexpression levels)

    were roughly equivalent in individuals from both the

    susceptible and resistant lines (Table 6).

    4. Discussion

    The development of resistance to organophosphate

    based insecticides is a current and growing problem for

    the management of many insect pest species of agricultural

    ARTICLE IN PRESS

    Table 1

    Purification ratios of acetylcholinesterase for homogenized extracts (crude) and purified by affinity chromatography from fenitrothion-susceptible ( S) and

    -resistant (R) oriental fruit fly linesa

    Lines Step Total activity

    (mmol/min)

    Specific activity

    (mmol/min/mg)

    Yield (%) Purification factor

    (fold)

    Resistance ratios

    RR CR

    S Crude 78.375.17 0.2870.01 100 1 1 1

    Purified 16.470.15 4217120 20.9 1504

    R Crude 50.471.22 0.1870.01 100 1 416 6.1

    Purified 10.271.13 2667111 20.2 1478

    The resistance ratio was calculated as the value of the resistant LD50/the susceptible LD50 value for fenitrothion (RR) or methomyl (CR) treatment,

    respectively. The susceptible LD50 values for fenitrothion and methomyl are 22.8 and 43.7 ng/fly, respectively.aThe results are presented as the means7SD (n 2).

    Table 2

    Comparison of the kinetic parameters of AChE purified from S and R lines by hydrolysis of three substratesa

    Substrates Lines Vmax (mmol/min/mg) Km (mM) Vmax/Km (ratio) Kcat (min1) Kcat/Km (mM

    1 min1)

    ATC S 158.575.69 16.574.00 9.62 18 400 1116

    R 69.770.95 35.578.43 1.96 8080 228

    PTC S 131.274.15 53.4725.2 2.46 15 200 285

    R 70.972.43 65.576.21 1.08 8220 126

    BTC S 79.671.55 85.777.27 0.93 9230 108

    R 45.870.49 129.272.76 0.35 5310 41

    aThe results are presented as the means7SD (n 4). The Vmax and Km for these substrates differ significantly between two lines by two factor ANOVA

    test (Po0.05) as described in the text (Section 3.2).

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    and medical importance, and because of this a wide range

    of studies have focused on the elucidation of the molecular

    basis of this resistance. For example, our previous study of

    insecticide resistance in B. dorsalis (Hsu et al., 2006)

    showed that flies exhibiting high levels of resistance to the

    organophosphate insecticide fenitrothion carried three

    specific mutations in the ace gene of this species (designated

    bdace2). Indeed mutations of ace genes have been reported

    to be associated with insecticide resistance for a wide range

    of dipteran species (Fournier et al., 1992; Mutero et al.,

    1994; Vaughan et al., 1997; Vontas et al., 2002). For our

    study in particular it was of interest to note that two of the

    changes we identified (Hsu et al., 2006) occurred at

    positions identical to mutations of the ace gene reported

    in a strain of a congeneric species, B. oleae, which also

    exhibited insecticide resistance (Vontas et al., 2002).

    In addition to the association of mutations with the

    acquisition of insecticide resistance it is important to

    examine whether such mutations are associated primarily

    with either quantitative or qualitative effects on the

    production and/or activity of specific enzymes. In B. oleae,

    for example, it is clear that the mutations were associated

    with reductions of the catalytic efficiency of the AChE

    enzyme on the order of 3540% (Vontas et al., 2002).

    However, in non-dipteran species such as those in the

    Hemiptera (Aphididae) at least three distinct mechanisms

    have been associated with the acquisition of resistance.

    These include alterations exhibiting both quantitative and

    qualitative effects on the structure and function of the

    AChE enzyme and on distinct genes involved in sodium

    channeling (Margaritopoulos et al., 2007). To investigate

    this phenomenon in B. dorsalis, here we purified and

    analyzed the biochemical properties of AChE isoenzymes

    obtained from both the resistant (R) and susceptible (S)

    insects analyzed in our previous study (Hsu et al., 2006).

    We also compared the changes we observed with those

    reported for B. oleae (Vontas et al., 2002) as well as various

    other insect species.

    We first used peptide mass fingerprinting to link specific

    alterations in the AChE proteins from the two lines to

    predictions made from the DNA sequence of the alleles of

    the ace gene associated with the R and S phenotypes

    described in Hsu et al. (2006). The alteration at position

    G488 (found in the R line) was, however, the only one out

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    Fig. 2. Effects of five inhibitors (ethopropaxine, BW284C51, eserine, paraoxon and fenitroxon) on activity of AChE from both fenitrothion-susceptible

    and -resistant lines at eight concentrations.

    Table 3

    I50 values and bimolecular rate constants (Ki) for five inhibitors of enzyme activity for AChE from both S and R lines of B. dorsalis

    Inhibitor I50 (nM) R/S Ki ( 103 M1 min1) S/R

    Susceptible Resistant Susceptible Resistant

    Eserine 0.01270.0095 4.4870.38 373 46 00077050 50 90071880 0.90

    Fenitroxon 0.04370.037 2507121 5810 314783.8 18378.37 1.72

    Paraoxon 49.379.08 61207374 124 26678.33 12276.93 2.09

    BW284C51 10407315 9757405 0.94 54.071.31 50.271.49 1.08

    Ethopropazine 195 000721 900 215 000797 200 1.10 6.0370.136 4.9770.353 1.21

    The R/S ratio was calculated as the value of the resistant I50/the susceptible I50. The S/R ratio was calculated as the value of the susceptible Ki/the

    resistant Ki.Significant differences from the susceptible colony by Student t-test (Po0.05).

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    of three predicted missense changes in the peptides we

    could actually identify. The I214 mutation position may

    not be easily identified by the peptide mass fingerprinting

    because the MW of trypsin digested peptide fragment

    including this mutation is on the order of 6340 Da in the S

    line (6326 Da in the R line). Normally, the abundance of

    monoisotopic ions above 3000 Da becomes vanishingly low

    and difficult to resolve (Yergey et al., 1983). The inability

    to detect alterations of peptides corresponding to the third

    mutation may be explained by proximity to the end of the

    primary translation product. This was also seen in the case

    in the AChE purified from Drosophila, and here it was

    speculated that mutations occurring near the end of a gene

    might place them beyond the C-terminal amino-acid of the

    mature protein (Mutero and Fournier, 1991) remaining

    after posttranslational processing. Further investigations

    may show that similar phenomena may apply to the AChE

    protein from the oriental fruit fly.

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    Table 4

    Peptide mass fingerprint results

    Residues nos. Measured mass (Da) Calculated mass (Da) Error (ppm) Sequence

    AChE from the susceptible line match details:

    400407 966.454 966.438 16 MMETADLR

    408417 1137.59 1137.57 15 GYDILMGNVR

    443455 1584.88 1584.81 44 KYLEIMNNIFGK

    462467 748.433 748.435 3.6 EAIIFR

    468485 2021.02 2020.99 15 HTSWVGNPGLENQQQIGR

    486506 2397.17 2397.09 30 AVGDHFFTCPTNEYAQALAER

    507518 1500.73 1500.70 18 GASVHYYYFTHR

    561570 1135.63 1135.62 7.2 MLNAVIEFAK

    571586 1763.83 1763.79 22 TGNPATDGEEWPNFTK

    588602 1834.86 1834.84 14 DPVYYVFSTDDKEEK

    612620 1258.59 1258.57 14 CAFWNEYLR

    625642 2021.03 2020.98 24 WGSQCELKPSSASSLQQK

    AChE from the fenitrothion-resistant line match details:

    5059 1142.66 1142.55 97 MSSVYGVIDR

    6070 1142.66 1142.65 7.9 LVVQTSSGPVR

    101116 1772.97 1772.94 12 KPVPAEPWHGVLDATR

    400407 966.507 966.438 71 MMETADLR408417 1137.60 1137.57 23 GYDILMGNVR

    418442 3033.36 3033.40 13 DEGTYFLLYDFIDYFDKDEATSLPR

    462467 748.480 748.435 60 EAIIFR

    468485 2021.02 2021.00 11 HTSWVGNPGLENQQQIGR

    486506 2427.12 2427.10 7 AVSDHFFTCPTNEYAQALAER

    507518 1500.73 1500.70 16 GASVHYYYFTHR

    560570 1307.70 1307.71 7.9 RMLNAVIEFAK

    571586 1763.82 1763.79 17 TGNPATDGEEWPNFTK

    587602 1962.96 1962.93 13 KDPVYYVFSTDDKEEK

    588502 1834.98 1834.84 79 DPVYYVFSTDDKEEK

    606611 628.380 628.341 61 GPLEGR

    612620 1258.59 1258.57 15 CAFWNEYLR

    625642 2021.02 2020.98 20 WGSQCELKPSSASSLQQK

    Indicates residue changes noted between the peptides from the two different lines.

    Table 6

    Real-time PCR results showing levels of expression of the ace and

    ribosomal 18S genes in the fenitrothion-susceptible (S) and -resistant (R)

    lines

    Lines Ace (Ct) 18S (Ct) Ratioa of ace/18S

    S 24.4970.84 15.1071.20 0.0017570.00101

    R 25.4170.76 16.1371.52 0.0017770.000847

    Ct refers to the threshold cycle. The ratio is used to show the relative

    quantification of expression of the target gene (ace) in comparison to the

    reference gene (18S) (Pfaffl, 2001).aRatio 2[Ctace-Ct18S].

    Table 5

    Quantifying the AChE from the S and R lines by the indirect-ELISA

    methoda

    Lines AChE activity

    (mmol/min/mg)

    The absorbance value in OD405(mean7SD, n 6)

    Anti-susceptible

    AChE

    Anti-resistant

    AChE

    S 0.26970.071 0.9770.12 0.8570.23

    R 0.12170.022 0.8870.12 0.7970.22

    Significant differences from the susceptible colony by Student t-test

    (Po0.05).aThe alkaline phosphatase activities were detected spectrophotometri-

    cally at 405 nm, and the absorbance values for this wavelength (OD405)

    were used to calculate the quantity of AChE.

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    In terms of activity, we found that the purified AChE

    enzyme from the R line of B. dorsalis exhibited approxi-

    mately one half the level of activity compared to the Sline.

    This lower level of activity agreed with our previous

    findings obtained from crude preparations of AChE in

    these same flies (Hsu et al., 2006). This reduction in activity

    of purified AChE from resistant individuals is also similarto results seen in studies of resistance in the Colorado

    potato beetle (Zhu and Clark, 1995b). However, in studies

    of organophosphate-resistance for insects such as the green

    rice leafhopper (Hama, 1983, 1984) and lesser grain borer

    (Guedes et al., 1998) no similar reductions were seen.

    In terms of hydrolyzing efficiencies (Vmax), the overall

    range of values obtained for the purified AChE from both

    lines were similar to those observed from studies of

    Drosophila (Gnagey et al., 1987) and other insect species

    such as the Colorado potato beetle, lesser grain borer,

    Western corn rootworm and greenbug (Zhu and Clark,

    1994; Guedes et al., 1998; Gao et al., 1998; Gao and Zhu,

    2001). However, between the S and R lines of B. dorsalis

    examined here, the purified AChEs had different kinetic

    characteristics. For the R line the enzyme activity, Vmax/Kmratio, turnover number (Kcat) and substrate specificity

    constant (Kcat/Km) of AChE for the substrates, ATC, PTC,

    and BTC were nearly two-fold lower compared to that

    from the S line (Table 2). This is consistent with the

    hypothesis that a modification of the enzyme catalytic site

    is present in the enzyme from the resistant flies.

    Purified AChE from the two lines examined here also

    differed in terms of inhibition by various compounds

    (as measured using I50 values). The R line was insensitive to

    inhibition even under high concentrations of paraoxon orfenitroxon (105107 M), and was also 1245810-fold

    more insensitive to inhibition by eserine, paraoxon and

    fenitroxon, respectively, compared to the Sline. This range

    of effects using different inhibitors is to some extent also

    consistent with cross resistance to other organophosphate

    insecticides seen previously in B. dorsalis (Hsu et al., 2004).

    However, AChE from the R line showed only slight

    differences in inhibition by BW284C51 or ethopropazine

    compared to AChE from the S line. The BW284C51

    compound is considered to be a very specific inhibitor of

    AChE (Felder et al., 2002), and it is curious why our results

    do not show a greater difference in inhibitory effects

    between the two lines. One possible explanation for this is

    the fact that although one of the sites affected here (I214V)

    interacts with the key anionic site residue W121

    (in Torpedo californica; position 138 in B. dorsalis) (Harel

    et al., 2000; Hsu et al., 2006), Felder et al. (2002) showed

    that in T. californica, BW284C51 binds only weakly to this

    particular site. Because of the weak binding, any altering of

    the interactions between the I214V and W121 sites may

    simply be limited in effect.

    Finally, using anti-AChE polyclonal antibodies we also

    showed that there were no quantitative differences in the

    amount of enzyme present in extracts from the R and S

    lines. Real-time PCR was also used to measure the levels of

    RNA expression of the different alleles of the ace gene

    (relative to the 18S gene), and here again no significant

    differences were detected between the two lines.

    Overall, these findings strongly indicate that the qualitative

    alteration of the structure and function of the AChE

    enzyme appears to be the major cause for the observed

    resistance of B. dorsalis to fenitrothion. No evidence ofquantitative effects on expression of the ace gene or

    the amount of enzyme produced between the R and S lines

    that would explain the phenotypes observed was obtained

    here.

    The conclusion that the resistance phenomenon observed

    in B. dorsalis results from qualitative effects on the AChE

    enzyme is entirely consistent with the results seen for

    B. oleae (Vontas et al., 2002). For both of these species,

    point mutations at two identical positions in the ace gene

    producing predicted amino acid substitutions in the AChE

    enzyme were detected, and in both cases significant

    reductions in the catalytic efficiency of the enzyme and

    decreased sensitivity to inhibition were observed in

    association with resistance. As described in the paper by

    Vontas et al. (2002) one of these alterations, specifically the

    I214V mutation, appears to be located within the active site

    of enzyme, and this certainly would be expected to have a

    dramatic impact on enzyme activity for both species.

    Alteration of this site may also result in decreased

    deacetylation activity, and this could affect the sensitivity

    of the enzyme to various carbamate based insecticides

    (Harel et al., 2000; Villatte et al., 2000; Shi et al., 2004).

    In addition to these qualitative effects, we also showed

    that at least for the B. dorsalis lines analyzed here, these

    mutations did not appear to be associated with anyquantitative alterations in the level of gene expression. It

    remains to be seen whether these kinds of effects on gene

    expression or alterations of distinct genes, such as that seen

    in the Aphididae (Margaritopoulos et al., 2007), apply to

    the case of resistance phenomena in these or other fruit fly

    species.

    Acknowledgments

    The authors wish to acknowledge the helpful comments

    and corrections on an earlier version of this manuscript

    made by Dr. J.G. Vontas and the suggestions for signi-ficant improvements made by two anonymous reviewers.

    We also wish to thank Y.-C. Chen for assistance with the

    bioassays and G.-S. Lin for his assistance with the real-time

    PCR assay. We also appreciate Dr. C.-C. Lo for access to

    the real-time PCR equipment. This research was supported

    by the Council of Agriculture, Executive Yuan, and

    National Science Council (NSC 95-2313-B-001), Taiwan.

    References

    Ellman, G.L., Courtney, K.D., Andres Jr., V., Featherstone, R.M., 1961.

    A new and rapid colorimetric determination of acetylcholinesterase

    activity. Biochem. Pharmacol. 7, 8896.

    ARTICLE IN PRESS

    J.-C. Hsu et al. / Insect Biochemistry and Molecular Biology 38 (2008) 146154 153

  • 7/27/2019 1-s2.0-S096517480700238X-main

    9/9

    Felder, C.E., Harel, M., Silman, I., Sussman, J.L., 2002. Structure of a

    complex of the potent and specific inhibitor BW284C51 with Torpedo

    californica acetylcholinesterase. Acta Cryst. D 58, 17651771.

    Fournier, D., Bride, J.M., Hoffman, F., Karch, F., 1992. Acetylcholines-

    terase: two types of modifications confer resistance to insecticides.

    J. Biol. Chem. 267, 1427014274.

    Gao, J.R., Zhu, K.Y., 2001. An acetylcholinesterase purified from the

    greenbug (Schizaphis graminum) with some unique enzymological andpharmacological characteristics. Insect Biochem. Mol. Biol. 31,

    10951104.

    Gao, J.R., Rao, J.V., Wilde, G.E., Zhu, K.Y., 1998. Purification and

    kinetic analysis of acetylcholinesterase from Western corn rootworm,

    Diabrotica virgifera virgifera (Coleoptera: Chrysomelidae). Arch.

    Insect Biochem. Physiol. 39, 118125.

    Gnagey, A.L., Forte, M., Rosenberry, T.L., 1987. Isolation and

    characterization of acetylcholinesterase from Drosophila. J. Biol.

    Chem. 262, 1329013298.

    Guedes, R.N., Zhu, K.Y., Kambhampati, S., Dover, B.A., 1998.

    Characterization of acetylcholinesterase purified from the lesser grain

    borer, Rhyzopertha dominica (Coleoptera: Bostrichidae). Comp.

    Biochem. Physiol. C Pharmacol. Toxicol. Endocrinol. 119, 205210.

    Hama, H., 1983. Resistance to insecticides due to reduced sensitivity of

    acetylcholinesterase. In: Georghiou, P.G., Saito, T. (Eds.), PestResistance to Pesticides. Plenum Press, New York, pp. 146.

    Hama, H., 1984. Mechanism of fenitrothion-resistance and diazinon-

    resistance in the green rice leafhopper, Nephotettix cincticeps Uhler

    (Hemiptera, Deltocephalidae)the role of aliesterase. Jpn. J. Appl.

    Entomol. Zool. 28, 143149.

    Harel, M., Kryger, G., Rosenberry, T.L., Mallender, W.D., Lewis, T.,

    Fletcher, R.J., Guss, J.M., Silman, I., Sussman, J.L., 2000. Three-

    dimensional structures ofDrosophila melanogaster acetylcholinesterase

    and of its complexes with two potent inhibitors. Prot. Sci. 9,

    10631072.

    Hawkes, N.J., Janes, R.W., Hemingway, J., Vontas, J., 2005. Detection of

    resistance-associated point mutations of organophosphate-insensitive

    acetylcholinesterase in the olive fruit fly, Bactrocera oleae (Gmelin).

    Pestic. Biochem. Physiol. 81, 154163.

    Hsiao, Y.-M., Lai, J.-Y., Liao, H.-Y., Feng, H.-T., 2004. Purification andcharacterization of acetylcholinesterase from oriental fruit fly

    (Bactrocera dorsalis (Hendel)) (Diptera: Tephritidae). J. Agric. Food

    Chem. 52, 53405346.

    Hsu, J.-C., Feng, H.-T., 2000. Insecticide susceptibility of the oriental fruit

    fly (Bactrocera dorsalis (Hendel)) (Diptera: Tephritidae) in Taiwan.

    Chinese J. Entomol. 20, 109118.

    Hsu, J.-C., Feng, H.-T., 2002. Susceptibility of melon fly (Bactrocera

    cucurbitae) and oriental fruit fly (B. dorsalis) to insecticides in Taiwan.

    Plant Prot. Bull. 44, 303314 (in Chinese, with English abstract).

    Hsu, J.-C., Feng, H.-T., Wu, W.-J., 2004. Resistance and synergistic

    effects of insecticides in Bactrocera dorsalis (Diptera: Tephritidae) in

    Taiwan. J. Econ. Entomol. 97, 16821688.

    Hsu, J.-C., Haymer, D.S., Wu, W.-J., Feng, H.-T., 2006. Mutations in the

    acetylcholinesterase gene of Bactrocera dorsalis associated with

    resistance to organophosphorus insecticides. Insect Biochem. Mol.Biol. 36, 396402.

    Konno, Y., Shishido, T., 1989. Binding-protein, a factor of fenitrooxon

    detoxication in OP-resistant rice stem borers. J. Pestic. Sci. 14,

    359362.

    Kotze, A.C., Walkbank, B.E., 1996. Esterase and monooxygenase

    activities in organophosphate-resistant strains of Oryzaephilus surina-

    mensts (Coleoptera, Cucujidae). J. Econ. Entomol. 89, 571576.

    Kozaki, T., Shono, T., Tomita, T., Kono, Y., 2001. Fenitroxon insensitive

    acetylcholinesterases of the housefly, Musca domestica associated with

    point mutations. Insect Biochem. Mol. Biol. 31, 991997.

    Main, A.R., Iverson, F., 1966. Measurement of the affinity and

    phosphorylation constants governing irreversible inhibition of choli-

    nesterases by di-isopropyl phosphorofluoridate. Biochem. J. 100,

    525531.

    Margaritopoulos, J.T., Skouras, P.J., Nikolaidou, P., Manolikaki, J.,

    Maritsa, K., Tsamandani, K., Kanavaki, O.M., Bacandritsos, N.,

    Zarpas, K.D., Tsitsipis, J.A., 2007. Insecticide resistance status of

    Myzus persicae (Hemiptera: Aphididae) populations from peach and

    tobacco in mainland Greece. Pest Manage. Sci. 63, 821829.

    Mutero, A., Fournier, D., 1991. Drosophila acetylcholinesterase structure.In: Massouile, J., Bacou, F., Bacou, E., Chatonnet, A., Doctor, B.P.,

    Quinn, D.M. (Eds.), Cholinesterases: Structure, Function, Mechanism,

    Genetics, and Cell Biology. American Chemical Society Publishers,

    Washington, pp. 141145.

    Mutero, A., Pralavorio, M., Bride, J.M., Fournier, D., 1994. Resistance-

    associated point mutations in insecticide-insensitive acetylcholinester-

    ase. Proc. Natl. Acad. Sci. USA 91, 59225926.

    Nishizawa, Y., Fujii, K., Kadota, T., Miyamoto, J., Sakamoto, H., 1961.

    Studies on organophosphorus insecticides part VII. Chemical and

    biological properties of new low toxic organophosphorus insecticide,

    O, O-dimiethyl-O-(3-methyl-4-nitrophenyl) phosphorothioate. Agric.

    Biol. Chem. 25, 605610.

    Oppenoorth, F.J., Welling, W., 1979. Biochemistry and physiology of

    resistance. In: Wilkinson, C.F. (Ed.), Insecticide Biochemistry and

    Physiology, second ed. Plenum Press, New York, pp. 507551.Pfaffl, M.W., 2001. A new mathematical model for relative quantification

    in real-time RT-PCR. Nucleic Acids Res. 29, e45.

    Shi, M.A., Lougarre, A., Alies, C., Fremaux, I., Tang, Z.H., Stojan, J.,

    Fournier, D., 2004. Acetylcholinesterase alterations reveal the fitness

    cost of mutations conferring insecticide resistance. BMC Evol. Biol. 4,

    5.

    Vaughan, A., Rocheleau, T., Ffrench-Constant, R., 1997. Site-directed

    mutagenesis of an acetylcholinesterase gene from the yellow fever

    mosquito Aedes aegypticonfers insecticide insensitivity. Exp. Parasitol.

    87, 237244.

    Villatte, F., Ziliani, P., Marcel, V., Menozzi, P., Fournier, D.,

    2000. A high number of mutations in insect acetylcholinesterase

    may provide insecticide resistance. Pestic. Biochem. Physiol. 67,

    95102.

    Vontas, J.G., Hejazi, M.J., Hawkes, N.J., Cosmidis, N., Loukas, M.,Hemingway, J., 2002. Resistance-associated point mutations of

    organophosphate insensitive acetylcholinesterase, in the olive fruit fly

    Bactrocera oleae. Insect Mol. Biol. 11, 329336.

    Weill, M., Malcolm, C., Chandre, F., Mogensen, K., Berthomieu, A.,

    Marguine, M., Raymond, M., 2004. The unique mutation in ace-1

    giving high insecticide resistance is easily detectable in mosquito

    vectors. Insect Mol. Biol. 13, 17.

    Yeh, S.D., Gonsalves, D., 1984. Purification and immunological analyses

    of cylindrical-inclusion protein induced by papaya ringspot virus and

    watermelon mosaic virus 1. Phytopathology 74, 12731278.

    Yergey, J., Heller, D., Hansen, G., Cotter, R.J., Fenselau, C., 1983.

    Isotopic distributions in mass spectra of large molecules. Anal. Chem.

    55, 353356.

    Zhu, K.Y., Brindley, W.A., 1992. Catalytic and inhibitory properties of a

    major molecular form of acetylcholinesterase isolated from Lygushesperus Knight (Hemiptera: Miridae). Comp. Biochem. Physiol. 103B,

    147151.

    Zhu, K.Y., Clark, J.M., 1994. Purification and characterization of

    acetylcholinesterase from the Colorado potato beetle, Leptinotarsa

    decemlineata (Say). Insect Biochem. Mol. Biol. 24, 453461.

    Zhu, K.Y., Clark, J.M., 1995a. Cloning and sequencing of a cDNA

    encoding acetylcholinesterase in Colorado potato beetle, Leptinotarsa

    decemlineata (Say). Insect Biochem. Mol. Biol. 25, 11291138.

    Zhu, K.Y., Clark, J.M., 1995b. Comparisons of kinetic properties of

    acetylcholinesterase purified from azinphosmethyl-susceptible and

    resistant strains of Colorado potato beetle. Pestic. Biochem. Physiol.

    51, 5767.

    ARTICLE IN PRESS

    J.-C. Hsu et al. / Insect Biochemistry and Molecular Biology 38 (2008) 146154154