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Originally published In Press as doi:10.1074/jbc.M709287200 on February 18, 2008

J. Biol. Chem., Vol. 283, Issue 16, 10727-10734, April 18, 2008
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Evolution toward Small Molecule Inhibitor Resistance Affects Native Enzyme Function and Stability, Generating Acarbose-insensitive Cyclodextrin Glucanotransferase Variants*Formula

Ronan M. Kelly, Hans Leemhuis, Linda Gätjen, and Lubbert Dijkhuizen1

From the Microbial Physiology, Groningen Biomolecular Sciences and Biotechnology Institute, Centre for Carbohydrate Bioprocessing, University of Groningen, Kerklaan 30, 9751 NN Haren, The Netherlands

Received for publication, November 12, 2007 , and in revised form, January 22, 2008.


    ABSTRACT
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 
Small molecule inhibitors play an essential role in the selective inhibition of enzymes associated with human infection and metabolic disorders. Targeted enzymes may evolve toward inhibitor resistance through selective incorporation of mutations. Acquisition of insensitivity may, however, result in profound devolution of native enzyme function and stability. We therefore investigated the consequential effects on native function and stability by evolving a cyclodextrin glucanotransferase (CGTase) enzyme toward insensitivity to the small molecule inhibitor of the protein, acarbose. Error-prone PCR mutagenesis was applied to search the sequence space of CGTase for acarbose-insensitive variants. Our results show that all selected mutations were localized around the active site of the enzyme, and in particular, at the acceptor substrate binding sites, highlighting the regions importance in acarbose inhibition. Single mutations conferring increased resistance, K232E, F283L, and A230V, raised IC50 values for acarbose between 3,500- and 6,700-fold when compared with wild-type CGTase but at a significant cost to catalytic efficiency. In addition, the thermostability of these variants was significantly lowered. These results reveal not only the relative ease by which resistance may be acquired to small molecule inhibitors but also the considerable cost incurred to native enzyme function and stability, highlighting the subsequent constraints in the further evolutionary potential of inhibitor-resistant variants.


    INTRODUCTION
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 
Many small molecule inhibitors play a central role in current treatment of human diseases, targeting an essential structure or process of the bacterium, virus, or host cell itself. Bactericidal antibiotics including aminoglycosides, macrolides, and tetracyclines are all potent inhibitors of bacterial protein synthesis (1-4). Penicillins along with glycopeptides target peptidoglycan synthesis of the bacterial cell wall (5, 6). Numerous small molecule nucleoside and nucleotide inhibitor analogs have been synthesized to target the essential enzymes of the human immunodeficiency virus (HIV)2 (7). The powerful mitotic antitumor inhibitor, taxol, promotes the assembly and hyperstabilization of microtubules in the treatment of breast, lung, and ovarian cancers (8, 9). However, resistance to all of these effective inhibitors, due to intrinsic or acquired immunity, seems to be a mere formality (10, 11). The target cell may apply numerous counteractive measures to prevent the fatal actions of inhibitors. Multidrug efflux pumps are extremely effective in the removal of inhibitors from the cell in Gram-negative bacteria (12). Inhibitor modification by enzymes such as aminoglycoside acetyltransferases and phosphotransferases render aminoglycoside antibiotics ineffective (2). Another form of resistance involves incorporation of single or multiple mutations at the target site of the inhibitors, ultimately leading to non-adherence and lack of inhibitor potency. Mutated variants must, however, preserve cell function while acquiring resistance. Studies of clinical isolates have shown that the biological cost of native enzyme function by the acquisition of antibiotic resistance is a main determinant of both the rate and the extent of resistance development under a given antibiotic pressure (11). Although compensatory mutations may aid in lowering this biological cost, there is ultimately a price to be paid in the initial acquisition of this newly attained function (13-15). To investigate the delicate balance between this newly attained function and native function and stability, we have evolved a cyclodextrin glucanotransferase (CGTase) enzyme toward resistance to the small molecule inhibitor of the protein, acarbose (Fig. 1). CGTase is a well studied model enzyme for the glycoside hydrolase family 13 (GH13) (16-18) catalyzing the formation of {alpha}-(1,4)-linked oligosaccharides (cyclodextrins) from starch (Fig. 1) and is strongly inhibited by the small molecule acarbose (19, 20). To evolve this enzyme toward acarbose insensitivity, we applied directed evolution, introducing random mutations throughout the cgt gene by error-prone (ep) PCR. CGTase variants were subsequently screened for native cyclodextrin-forming activity in the presence of high acarbose concentrations.


Figure 1
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FIGURE 1.
Binding pattern of acarbose and oligosaccharides in the active site of CGTase. A, acarbose consists of a valienamine, linked to 6-deoxyglucose via a nitrogen bridge followed by maltose. B, binding pattern of acarbose in the active site of CGTase, with the non-cleavable nitrogen bridge positioned between the -1 and +1 subsites. The valienamine moiety resembles the planar sugar structure of the transition state for increased binding affinity (51). C, binding of oligosaccharide substrate in the active site prior to bond cleavage between the -1 and +1 subsites. D, final stages of cyclodextrin formation, with the transition state structure depicted at subsite -1. Note the similarity between the transition state structure and the valienamine structure of acarbose. Asp-299 is the catalytic nucleophile of the enzyme.

 
Our results demonstrate the relative ease at attaining acarbose-resistant CGTase mutants, increasing the IC50 value for acarbose up to 6,700-fold. However, detailed analysis of the insensitive variants highlights the conflicting compromise between native and newly attained enzyme function and subsequent impact on protein stability.


    EXPERIMENTAL PROCEDURES
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 
Bacterial Strains, Plasmids, and Growth ConditionsEscherichia coli strain MC1061 was used for DNA manipulations and library screening. Plasmid-carrying strains were grown on LB medium at 37 °C in the presence of kanamycin (50 µg/ml for E. coli and 5 µg/ml for Bacillus subtilis). Bacillus circulans 251 (BC251) CGTase proteins were produced from plasmid pDP66k- using B. subtilis strain DB104A as host, as described (19). Purity and molecular weight were checked by SDS-PAGE. Enzyme concentrations were determined using the Bradford reagent from Bio-Rad (München, Germany) and bovine serum albumin as standard.

Saturation and Site-directed Mutagenesis—Mutants were constructed in pDP66k- as described (21) and verified by DNA sequencing (BaseClear, Leiden, the Netherlands). Construction of the single mutants A230V, K232E, F283L, I61V, D313E, and D319E was carried out using the following oligonucleotides: 5'-GC CTG CTT GAT TTA CGT TTT GC-'3 (F283L); 5'-TGG ATG CGG TG GAG CAT A-'3 (K232E); 5'-AC AAA GTC AAC GAC GG TTA C-'3 (I61V); 5'-TCC GCA GCC GAA TAC GCC CA-'3 (D313E); 5'-CGC ATG GAT GTG GTG AAG CAC ATG CCG TTC G-'3 (A230V); 5'-AT GAA CAG GTG ACG TTC ATC-'3 (D319E). The underlined regions of the oligonucleotides indicate where the nucleotide substitution was introduced. Double mutants H140Q/F283L, A230V/F283L, and A230V/H140Q were subsequently constructed using H140Q and A230V oligonucleotides with F283L and H140Q mutants as PCR template. His-140 was replaced by all 19 other amino acid residues by site-saturation mutagenesis, using the oligonucleotide: H140X, 5'-TTT GCC CCG AAC NNS ACG TC-'3. The underlined region indicates where the nucleotide substitutions were introduced. N is A+G+C+T, S is G+C, and X is any amino acid residue.

Error-prone PCR Mutagenesis—The cgt gene was amplified from pDP66k- with the primers F1 (XhoI), 5'-GCG CCG GAT ACC TCG AGT TCC AAC AAG CAA AAT TTC-'3 and Rev1 (KpnI), 5'-CCA ATT CAC GTT AAT GGT ACC GGT GCC GCT GGA CGG-'3. The XhoI and KpnI restriction sites introduced (underlined) into pDP66k- resulted in V6S (N terminus) and A678G (C terminus) mutations, which had no effect on the catalytic properties of the enzyme (22). PCR mixtures (50 µl) contained: 1x TaqDNA polymerase buffer, 1 mM MgSO4, 0.25 mM MnCl2, 0.6 mM of each dNTP, 0.07 µM of each primer, 20 ng of pDP66k-, and 2.5 units of TaqDNA polymerase (Roche Applied Science). PCR reactions were performed for 25 cycles: 30 s 94 °C, 40 s 54 °C, and 2 min 72 °C. The PCR products were restricted with XhoI and KpnI, and the resulting fragment (2100 bp) was extracted from agarose gel (QIAquick gel extraction kit; Qiagen) and cloned in pDP66k-, replacing the wild-type cgt gene.

Gene Shuffling—DNA shuffling of the single variants (A230V, F283L, K232E, H140Q) and wild-type BC251 cgt genes was carried out using an adapted version applied by Kikuchi et al. and Kaper et al. (23, 24). Wild-type and mutant genes were amplified using the flanking primers FLKF, 5'-GGA CAA GCC TGG AAT TCA-'3, and FLKR, 5'-CCG AAG CTT GCT CAA TCA-'3. PCR products were subsequently diluted to a concentration of 84 µg/ml before being pooled. Separate overnight restriction digestions of the pooled variants by MwoI, MspI, TaqI/EcoRII, NciI/Sau3AI, and HaeIII/NciI were followed by thermal enzyme inactivation. DNA fragments were reassembled in the following PCR cycles lacking primers: 96 °C, 90 s; 35 cycles of (94 °C, 30 s; 65 °C, 90 s; 62 °C, 90 s; 59 °C, 90 s; 56 °C, 90 s; 53 °C, 90 s; 50 °C, 90 s; 47 °C, 90 s; 44 °C, 90 s; 41 °C, 90 s; 72 °C, 4 min); 72 °C, 7 min; 4 °C 10 min. One µl of this reaction was used for generation of the full-length cgt gene by PCR using the F1 and Rev1 primers (mentioned above). The resulting full-length gene products were cloned into the expression vector to obtain the second generation library.

Selection of Acarbose-insensitive CGTase VariantsE. coli MC1061 cells were transformed with the epPCR library and plated on LB agar plates. Resulting colonies were transferred to 200 µl of LB medium in 96-well microtiter plates using the Q-pix (Genetix, New Milton Hamsphire, UK) and incubation overnight (750 rpm) at 37 °C. From each well, 25 µl of culture was transferred to a second 96-well plate containing 25 µl/well of bacterial protein extraction reagent (Pierce) to lyse the cells. Subsequently, 200 µl of 1% (w/v) Paselli SA2 starch with 250 µM acarbose (Serva Electrophoresis, Heidelberg, Germany) in 10 mM sodium citrate buffer (pH 6.0) was added, and the microtiter plates were incubated at 50 °C for 5 h in an oven. Under these conditions, wild-type CGTase displayed no detectable cyclization activity. The amount of β-cyclodextrin formed was measured by the addition of 10 µl of the reaction to 100 µl of phenolphthalein solution before reading absorbance at 552 nm (25).

Enzyme Assays—All CGTase enzyme assays (initial rates) were performed in 10 mM sodium citrate buffer (pH 6.0) at 60 °C. β-Cyclodextrin-forming activity was determined by incubating 1.3-66 nM of enzyme with a 2.5% (w/v) solution of partially hydrolyzed potato starch with an average degree of polymerization of 50 (Paselli SA2; AVEBE, Foxhol, The Netherlands). The amount of β-cyclodextrin produced was quantified with phenolphthalein (25). Inhibition by acarbose (IC50) was determined directly from the cyclization assay in the presence of 0.2-30,000 µM acarbose. The data were fitted to a four-parameter non-linear regression function using SigmaPlot 10 software (Systat).

Formula(Eq. 1)
where min = minimum response, max = maximum response, C = acarbose concentration, IC50 = acarbose concentration causing half-maximum β-cyclization activity, and k = curve slope.

Disproportionation activity was measured as described (19), using 0.06-0.6 nM enzyme, 0.05-3 mM 4-nitrophenyl-{alpha}-D-maltoheptaoside-4-6-O-ethylidene (pNPG7; Megazyme, Wicklow, Ireland) as donor substrate, and 0.05-3 mM maltose as acceptor substrate. The 4-hydroxyl of the donor substrate pNPG7 is blocked, thereby preventing the donor substrate from being used as acceptor substrate.

Fitness of epPCR Library—Competent E. coli MC1061 cells were transformed with the epPCR plasmid library, and the entire transformation (~2 million transformants) was used to inoculate 2 liters of LB medium containing 50 µg/ml kanamycin. Following overnight growth at 37 °C, cells were collected by centrifugation. Cells were broken by French press (10,000 p.s.i), and cell debris was removed by ultracentrifugation at 4 °C for 30 min at 15,000 x g. CGTase proteins were subsequently purified as described previously (22).

High Pressure Liquid Chromatography Analysis—Formation of cyclodextrins from starch (10% (w/v) Paselli SA2 in 10 mM sodium citrate buffer, pH 6.0) was analyzed by incubating the starch for 54 h with 13 nM wild-type and 65 nM mutant proteins (A230V, H140Q, K232E, F283L, and A230V/H140Q). Samples were taken at taken at regular time intervals and subsequently boiled for 30 min for enzyme inactivation. Products formed were analyzed on a homemade Benson BC calcium column (300 x 7.8 mm ID) at 90 °C connected to a refractive index detector. A mobile phase of 100 ppm Ca2+-EDTA in demineralized water at a flow rate of 0.2 ml/min was used.

Differential Scanning Calorimetry—Thermal unfolding of (mutant) CGTases was measured using a MicroCal VP-DSC microcalorimeter (MicroCal Inc., Northhampton, MA) with a cell volume of 0.52 ml. Experiments were performed at a scan rate of 1 °C/min at a constant pressure of 2.75 bars. Samples were degassed prior to scan. The enzyme concentration used was 6.9 µM in 10 mM sodium acetate buffer, pH 5.5 (26).


    RESULTS
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 
Generation of Acarbose-insensitive Mutant CGTase Proteins—Random genetic diversity was created by error-prone PCR amplification of the cgt gene in the presence of 0.25 mM MnCl2. Under these conditions, 90% of the E. coli transformants retained starch-degrading activity as detected by the formation of halos surrounding the colonies on starch/agar plates. The fitness of the epPCR library was 60% regarding the initial β-cyclization activity, and the IC50 value for acarbose was 1.2 µM, nearly identical to that of the wild-type enzyme (Table 1). Twelve thousand variants of the library were screened for decreased inhibition by acarbose. Fifty-six variants retained β-cyclization activity in the presence of 250 µM of the acarbose inhibitor. Sequencing of 13 variants revealed the presence of A230V (9x), K232E (2x), and F283L (2x) mutations. Also, I61V, D313E, and D319E mutations were found, but only in combination with those mentioned. Construction and characterization of the purified proteins of the single mutations I61V, D313E, D319E, A230V, K232E, and F283L demonstrated that the A230V, K232E, and F283L mutations were responsible for CGTase insensitivity to acarbose inhibition (Table 1). Surprisingly, no His-140 mutant was identified from the screening as this histidine residue has been shown to be important for the strong inhibition by acarbose in Bacillus sp. 1011 and Thermoanaerobacterium thermosulfurigenes EM1 CGTases (27, 28). His-140 was therefore targeted by saturation mutagenesis. Screening of the 288 clones from the H140X library yielded six variants that formed β-cyclodextrins in the presence of 250 µM acarbose. Three of the clones were randomly picked and sequenced, revealing the His to Gln substitution in each case.


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TABLE 1
Cyclization rates from starch and IC50 values for acarbose by wild-type and acarbose insensitive CGTase mutants from Bacillus circulans 251

 
Shuffling and Construction of Double Mutant CGTase Variants—In an effort to further decrease the inhibitory effects by acarbose, while retaining or increasing native β-cyclization activities, DNA shuffling of the selected variants from the error-prone library was carried out. Over 8,000 clones were screened at an increased concentration of 500 µM acarbose; however, no improved variants were found. To investigate whether combinations of mutations selected in the first round had additive effects for CGTase insensitivity toward acarbose, the double mutants A230V/F283L, A230V/H140Q, and F283L/H140Q were constructed. Only the A230V/H140Q mutant remained functional in β-cyclization production, with lower acarbose resistance levels when compared with the single mutants generated by epPCR (Table 1). This may explain the lack of identification of better performing mutants from shuffling.

IC50 Values of Wild-type and Mutant CGTases—Measurement of β-cyclization activity in the presence of varying concentrations of acarbose revealed that mutations at the acceptor subsites of CGTase had a profound effect on inhibitor insensitivity, raising IC50 values by 3,500-6,700-fold when compared with wild type (Table 1). Mutation H140Q, located at the -1 donor subsite, had the least effect on inhibitor resistance, although still increasing the IC50 value over 1,600-fold when compared with wild type (Table 1).

Catalytic Properties of Wild-type and Mutant CGTases—The β-cyclization rates of the selected mutations were compromised (Table 1). The F283L, K232E, and A230V/H140Q variants showed comparable decreases of ~10-fold in the initial β-cyclization rates when compared with wild type, whereas the A230V mutation was most severely affected with an almost 40-fold reduction in activity. Product analysis also revealed a 3.4-fold reduction in cyclodextrin production for the A230V mutant, with a large increase in short linear saccharide formation when compared with wild type (not shown). All other mutants formed approximately the same amount of β- and {gamma}-cyclodextrins as wild type, with lowered production of {alpha}-cyclodextrin (Fig. 2). How the mutations at the subsites -1/+1/+2 alter cyclodextrin product specificity is not yet clearly understood (29).

Measurements of the catalytic efficiency (kcat/Km) for processing of the maltoheptaoside substrate pNPG7 in the disproportionation reaction with maltose as acceptor substrate revealed a 5-fold (F283L) to 18-fold (H140Q and K232E) reduction (Table 2). Surprisingly, the catalytic efficiency of the A230V/H140Q combination is much higher than that of its single mutant counterparts. The Km values for the acceptor substrate maltose were not significantly altered by most mutations, with only the H140Q mutant displaying a 2-fold decrease when compared with wild type (Table 2).


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TABLE 2
Kinetic parameters of the disproportionation reaction of wild-type and mutant B. circulans 251 CGTases with the blocked pNPG7 and maltose substrates

 
Stability of Wild-type and Mutant CGTases—To investigate whether the mutations selected for their capacity to minimize acarbose inhibition affected the stability of the enzyme, the CGTase variants were denaturated by heat using differential scanning calorimetry. Both the wild-type and the mutant proteins displayed irreversible thermal unfolding patterns. All mutants were significantly affected in stability, lowering the apparent melting temperature between 7 and 11 °C (Fig. 3).


    DISCUSSION
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 
Mechanism and Effects of Acquired Inhibitor Resistance—As a general trend, most resistance-conferring mutations are located throughout the active site due to the substrate mimicking nature of small molecule inhibitor (Table 3). As active sites have primarily evolved for reaction specificity and rate enhancement, introduction of such mutations is expected to have a negative effect on the catalytic efficiency of the enzyme. A trade-off between enzyme function and inhibitor resistance is indeed observed for enzymes with resistance-conferring mutations (14, 15, 30-35) (Table 3). Directed evolution of our model enzyme, BC251 CGTase, also resulted in most effective resistance-conferring mutations (A230V, K232E and F283L) clustered in and around the active site (Fig. 4). All three residues (Ala-230, Lys-232, and Phe-283) are conserved among CGTases (supplemental Table S1), indicating their important role in enzyme catalysis and reaction specificity. Replacement of such essential residues yielded variants with severely compromised catalytic function (Tables 1 and 2).


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TABLE 3
Effects of evolved variants toward small molecule inhibitor insensitivity, on native enzyme function and stability · indicates active site.

 


Figure 2
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FIGURE 2.
Cyclodextrin production (g/liter) from 10% (w/v) Paselli SA2 starch by wild-type (WT) and mutant CGTases at pH 6.0 and 50 °C. {alpha}-, β-, and {gamma}-cyclodextrins are indicated by white circles, black circles, and squares, respectively.

 
Comparison of the crystal structures of CGTase mutants A230V (BC251, PDB file 1V3Y) and F283L (Bacillus sp. strain 1011, PDB file 1PEZ) with their respective wild types revealed a number of structural differences responsible for increased insensitivity to acarbose. The larger valine side chain of the A230V mutant partially blocks the +1 acceptor subsite, obstructing the inhibitor from attaining an ideal binding conformation at the active site, resulting in weaker inhibitor binding. Such side chain intrusion would also affect substrate binding, explaining the strongly reduced catalytic rates of this mutant (Tables 1 and 2). In wild-type BC251 CGTase, Lys-232 forms hydrogen bonds via its N{zeta} atom to the O2 and O3 atoms of linear oligosaccharides and acarbose at the +2 subsite (Fig. 4) (36, 37). These interactions are not possible in the K232E mutant, leading to weaker binding of acarbose and thus reduced inhibition. Although the Phe-283 has no direct interactions with bound substrate/inhibitor, Phe-283 is important for stabilization of the +2/+3 acceptor subsite region. In an F283L crystal structure of Bacillus sp. strain 1011 CGTase, the isotropic temperature factors of C{alpha} atoms of acceptor subsite +2/+3 residues (residues 259-269) increased from 20 to 30 Å2 when compared with the wild-type structure. The structure of this region, which is highly similar to that of BC251 CGTase, is therefore more flexible in the F283L mutant than in the wild type (38). Greater flexibility of the acceptor subsites would contribute to a less favorable, weaker binding of substrate/inhibitor at the active site, resulting in reduced catalytic rates and increased inhibitor insensitivity (Tables 1 and 2).

Targeted by saturation mutagenesis, the highly conserved His-140 GH13 residue forms a hydrogen bond via its side chain to the valienamine moiety of acarbose at donor subsite -1 (27, 40). Substitution of this residue by glutamine may alter or disrupt this specific enzyme-inhibitor interaction, leading to reduced inhibition by acarbose. Interestingly, this residue is replaced in some GH13 acarbose-resistant glucanotransferases, suggesting an evolutionary role for acquired resistance (supplemental Table S1) (28, 41).

Our most effective mutations reduce enzyme inhibitor sensitivity by direct obstruction (A230V), by removal of essential bonding interactions (K232E, H140Q), or by influencing secondary binding effects between enzyme and inhibitor (F283L). Furthermore, mutations that confer for higher magnitudes of inhibitor insensitivity generally have a greater detrimental effect on native functionality (Table 3). The A230V mutation, selected HIV protease, and xylanase variants display large increases in inhibitor insensitivity, but not without substantial cost to native catalytic efficiency (Table 3). Thymidylate synthase, isoleucyl-tRNA synthetase, and HIV protease variants, however, retain greater levels of functional activity but also display lower -fold increases in inhibitor resistance over their respective wild types (Table. 3). Few inhibitor-insensitive variants persist with high levels of inhibitor resistance and native catalytic rates. This observation may explain the lack of identification of improved variants from the second round of directed evolution of resistant variants by gene shuffling. Although new improved acarbose-insensitive mutants may have been generated at increased inhibitor concentrations, their effect on enzyme function was simply too damaging for detection and selection by the screening method applied.


Figure 3
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FIGURE 3.
Thermal denaturation curves of wild-type (WT) and mutant CGTases as measured with differential scanning calorimetry. The inset gives the apparent melting temperatures of variants.

 
Protein Stability of Evolved Variants—In addition to reaction specificity and catalytic rates, active site mutations may also have a profound effect on enzyme stability (42, 43). As mentioned, active sites are flexible, primed for substrate recognition and rate enhancement, and so sacrifice the stability ethos of the remaining protein scaffold (44, 45). Mutations such as F283L, introducing greater flexibility within this region, may destabilize the enzyme by increasing active site strain or loss of favorable interactions (42) (Fig. 3). Replacement of Phe-F283 with leucine is thought to remove stabilizing CH-{pi} interactions with residue Phe-323 and acceptor subsite +2 residue, Phe-259 (38). The A230V mutation may affect the structural stability of the enzyme by compromising the structural integrity of a hydrophobic cavity located at the +1 subsite. Removal of essential hydrogen bond-stabilizing interactions with neighboring amino acids such as His-233 are thought to decrease the stability of the K232E variant (46). The H140Q substitution disrupts the hydrogen bond network between His-140 and neighboring Tyr-100, Asn-139, and Thr-141 residues at the -1 donor subsite (36), resulting in reduced thermostability. Interestingly, the limited number of enzymes evolved toward inhibitor insensitivity, for which stability data are available, also display decreased stabilities (Table 3).

Despite the overall reduction in protein stabilities (Fig. 3), these variants remained functional for extended periods of time (54 h, during the cyclodextrin production assay (Fig. 2)). Mutant libraries were screened at a temperature 14 °C below the denaturing temperature of the wild-type enzyme, thus allowing for the identification of acarbose-insensitive variants. Screening of mutant libraries close to wild type-denaturating temperatures would have compromised the identification of less stable acarbose-insensitive variants. Therefore, screening and selection of newly evolved variants from evolution experiments is best performed at lower temperatures, allowing for identification of less stable variants with new or increased specificities. If required, subsequent rounds of directed evolution may be applied to increase the stability of evolved but unstable variants (47). Selection of more stable enzymes for evolution over their less stable counterparts may also circumvent this evolutionary constraint. Recently, Bloom et al. (43) found it easier to introduce novel enzyme activities into a more thermostable P450 monooxygenase variant than a less stable parent by applying directed evolution.


Figure 4
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FIGURE 4.
a, surface representation of CGTase with highlighted location of resistance-conferring mutations (blue). b, catalytic core region of B. circulans 251 CGTase with bound maltotetraose. The panel displays the residues His-140, Ala-230, Lys-232, and Phe-283, at subsites -1, +1, and +2, found mutated in acarbose-insensitive variants (crystal structure 1CXH from the Protein Data Bank). Hydrogen bond interactions between maltotetraose and residues are indicated by dashed white lines. This figure was created using PyMOL (52).

 
Compensatory Mutations Restore Native Protein Function—Emergence of drug-insensitive variants usually involves the initial acquisition of mutations impairing native enzyme function and stability (Table 3). To deal with this negative impact, proteins may evolve in either of two directions, either going back to the ancestral state and becoming dysfunctional and extinct or accumulating mutations that compensate for these negative effects whereas retaining or increasing resistance ability. Such compensatory mutations may have deleterious effects on protein function as a single mutation but be neutral when combined with other mutations (48-50). Indeed, the combination of the single A230V and H140Q mutations, constructed by site-directed mutagenesis, displayed compensating behavior toward CGTase function. Initial cyclization rates and overall cyclodextrin production were increased considerably for the double mutant when compared with the A230V variant (Table 1 and Fig. 2).

To conclude, we have highlighted the relative ease of attaining highly effective inhibitor-insensitive CGTase variants by directed evolution. All selected mutations (H140Q, A230V, K232E, and F283L) were found clustered around the active site area. Comparison of our selected CGTase variants with other enzymes evolved toward inhibitor insensitivity highlights the cost and conflict between native enzyme function and level of inhibitor resistance attained. The reduced thermostabilities of acarbose inhibitor-resistant CGTase variants may significantly lower the evolutionary potential of the resistant variants as it is unlikely that they can accept more destabilizing mutations.


    FOOTNOTES
 
* This work was supported by grants from the Netherlands Organization for Scientific Research (to H. L.). The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked "advertisement" in accordance with 18 U.S.C. Section 1734 solely to indicate this fact. Back

Formula The on-line version of this article (available at http://www.jbc.org) contains a supplemental table. Back

1 To whom correspondence should be addressed. Tel.: 31-50-3632150; Fax: 31-50-3632154; E-mail: L.Dijkhuizen{at}rug.nl.

2 The abbreviations used are: HIV, human immunodeficiency virus; BC251, B. circulans strain 251; CGTase, cyclodextrin glucanotransferase; epPCR, error-prone PCR; pNPG7, 0.05-3 mM 4-nitrophenyl-{alpha}-D-maltoheptaoside-4-6-O-ethylidene. Back



    REFERENCES
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 

  1. Jana, S., and Deb, J. K. (2006) Appl. Microbiol. Biotechnol. 70, 140-150[CrossRef][Medline] [Order article via Infotrieve]
  2. Magnet, S., and Blanchard, J. S. (2005) Chem. Rev. 105, 477-498[CrossRef][Medline] [Order article via Infotrieve]
  3. Walsh, C. (2000) Nature 406, 775-781[CrossRef][Medline] [Order article via Infotrieve]
  4. Leach, K. L., Swaney, S. M., Colca, J. R., McDonald, W. G., Blinn, J. R., Thomasco, L. M., Gadwood, R. C., Shinabarger, D., Xiong, L., and Mankin, A. S. (2007) Mol. Cell 26, 393-402[CrossRef][Medline] [Order article via Infotrieve]
  5. Wilke, M. S., Lovering, A. L., and Strynadka, N. C. (2005) Curr. Opin. Microbiol. 8, 525-533[CrossRef][Medline] [Order article via Infotrieve]
  6. Kahne, D., Leimkuhler, C., Lu, W., and Walsh, C. (2005) Chem. Rev. 105, 425-448[CrossRef][Medline] [Order article via Infotrieve]
  7. Yin, P. D., Das, D., and Mitsuya, H. (2006) CMLS Cell Mol. Life Sci. 63, 1706-1724[CrossRef]
  8. Jordan, M. A., and Wilson, L. (2004) Nat. Rev. Cancer 4, 253-265[CrossRef][Medline] [Order article via Infotrieve]
  9. Gupta, M. L., Jr., Bode, C. J., Georg, G. I., and Himes, R. H. (2003) Proc. Natl. Acad. Sci. U. S. A. 100, 6394-6397[Abstract/Free Full Text]
  10. Normark, B. H., and Normark, S. (2002) J. Intern. Med. 252, 91-106[CrossRef][Medline] [Order article via Infotrieve]
  11. Andersson, D. I. (2006) Curr. Opin. Microbiol. 9, 461-465[CrossRef][Medline] [Order article via Infotrieve]
  12. Poole, K. (2001) Curr. Opin. Microbiol. 4, 500-508[CrossRef][Medline] [Order article via Infotrieve]
  13. Gagneux, S., Long, C. D., Small, P. M., Van, T., Schoolnik, G. K., and Bohannan, B. J. (2006) Science 312, 1944-1946[Abstract/Free Full Text]
  14. McCallum, N., Karauzum, H., Getzmann, R., Bischoff, M., Majcherczyk, P., Berger-Bachi, B., and Landmann, R. (2006) Antimicrob. Agents Chemother. 50, 2352-2360[Abstract/Free Full Text]
  15. Wichelhaus, T. A., Boddinghaus, B., Besier, S., Schafer, V., Brade, V., and Ludwig, A. (2002) Antimicrob. Agents Chemother. 46, 3381-3385[Abstract/Free Full Text]
  16. Stam, M. R., Danchin, E. G., Rancurel, C., Coutinho, P. M., and Henrissat, B. (2006) Protein Eng. Des. Sel. 19, 555-562[Abstract/Free Full Text]
  17. Kelly, R. M., Leemhuis, H., and Dijkhuizen, L. (2007) Biochemistry 46, 11216-11222[CrossRef][Medline] [Order article via Infotrieve]
  18. Janecek, S., Svensson, B., and MacGregor, E. A. (2003) Eur. J. Biochem. 270, 635-645[Medline] [Order article via Infotrieve]
  19. Leemhuis, H., Dijkstra, B. W., and Dijkhuizen, L. (2003) Eur. J. Biochem. 270, 155-162[Medline] [Order article via Infotrieve]
  20. Wehmeier, U. F., and Piepersberg, W. (2004) Appl. Microbiol. Biotechnol. 63, 613-625[CrossRef][Medline] [Order article via Infotrieve]
  21. Leemhuis, H., Dijkstra, B. W., and Dijkhuizen, L. (2002) FEBS Lett. 514, 189-192[CrossRef][Medline] [Order article via Infotrieve]
  22. Leemhuis, H., Rozeboom, H. J., Wilbrink, M., Euverink, G.-J. W., Dijkstra, B. W., and Dijkhuizen, L. (2003) Biochemistry 42, 7518-7526[CrossRef][Medline] [Order article via Infotrieve]
  23. Kikuchi, M., Ohnishi, K., and Harayama, S. (1999) Gene (Amst.) 236, 159-167[CrossRef][Medline] [Order article via Infotrieve]
  24. Kaper, T., Brouns, S. J., Geerling, A. C., De Vos, W. M., and Van Der, O. J. (2002) Biochem. J. 368, 461-470[CrossRef][Medline] [Order article via Infotrieve]
  25. Vikmon, M. (1982) Rapid and Simple Spectrophotometric Method for Determination of Microamounts of Cyclodextrins (Szejlti, J., ed) pp. 69-74, Reidel Publishing Co, Dordrecht, The Netherlands
  26. Leemhuis, H., Rozeboom, H. J., Dijkstra, B. W., and Dijkhuizen, L. (2004) Proteins 54, 128-134[CrossRef][Medline] [Order article via Infotrieve]
  27. Nakamura, A., Haga, K., and Yamane, K. (1993) Biochemistry 32, 6624-6631[CrossRef][Medline] [Order article via Infotrieve]
  28. Leemhuis, H., Wehmeier, U. F., and Dijkhuizen, L. (2004) Biochemistry 43, 13204-13213[CrossRef][Medline] [Order article via Infotrieve]
  29. Leemhuis, H., and Dijkhuizen, L. (2003) Biocatal. Biotransform. 21, 261-270[CrossRef]
  30. Marciano, D. C., Karkouti, O. Y., and Palzkill, T. (2007) Genetics 176, 2381-2392[Abstract/Free Full Text]
  31. Fisher, T. S., Joshi, P., and Prasad, V. R. (2002) J. Virol. 76, 4068-4072[Abstract/Free Full Text]
  32. Cong, M. E., Heneine, W., and Garcia-Lerma, J. G. (2007) J. Virol. 81, 3037-3041[Abstract/Free Full Text]
  33. Bjorkholm, B., Sjolund, M., Falk, P. G., Berg, O. G., Engstrand, L., and Andersson, D. I. (2001) Proc. Natl. Acad. Sci. U. S. A. 98, 14607-14612[Abstract/Free Full Text]
  34. Fernandez, A., Tawfik, D. S., Berkhout, B., Sanders, R., Kloczkowski, A., Sen, T., and Jernigan, B. (2005) J. Biomol. Struct. Dyn. 22, 615-624[Medline] [Order article via Infotrieve]
  35. Aharoni, A., Gaidukov, L., Khersonsky, O., McQ Gould, S., Roodveldt, C., and Tawfik, D. S. (2005) Nat. Genet. 37, 73-76[Medline] [Order article via Infotrieve]
  36. Uitdehaag, J. C. M., Kalk, K. H., van der Veen, B. A., Dijkhuizen, L., and Dijkstra, B. W. (1999) J. Biol. Chem. 274, 34868-34876[Abstract/Free Full Text]
  37. Knegtel, R. M., Strokopytov, B., Penninga, D., Faber, O. G., Rozeboom, H. J., Kalk, K. H., Dijkhuizen, L., and Dijkstra, B. W. (1995) J. Biol. Chem. 270, 29256-29264[Abstract/Free Full Text]
  38. Kanai, R., Haga, K., Akiba, T., Yamane, K., and Harata, K. (2004) Protein Sci. 13, 457-465[CrossRef][Medline] [Order article via Infotrieve]
  39. Doyon, L., Croteau, G., Thibeault, D., Poulin, F., Pilote, L., and Lamarre, D. (1996) J. Virol. 70, 3763-3769[Abstract]
  40. van der Veen, B. A., Uitdehaag, J. C. M., Penninga, D., Van Alebeek, G. J., Smith, L. M., Dijkstra, B. W., and Dijkhuizen, L. (2000) J. Mol. Biol. 296, 1027-1038[CrossRef][Medline] [Order article via Infotrieve]
  41. van der Kaaij, R. M., Yuan, X. L., Franken, A., Ram, A. F., Punt, P. J., van der Maarel, M. J., and Dijkhuizen, L. (2007) Eukaryot. Cell 6, 1178-1188[Abstract/Free Full Text]
  42. Wang, X., Minasov, G., and Shoichet, B. K. (2002) J. Mol. Biol. 320, 85-95[CrossRef][Medline] [Order article via Infotrieve]
  43. Bloom, J. D., Labthavikul, S. T., Otey, C. R., and Arnold, F. H. (2006) Proc. Natl. Acad. Sci. U. S. A. 103, 5869-5874[Abstract/Free Full Text]
  44. Sanchez, I. E., Tejero, J., Gomez-Moreno, C., Medina, M., and Serrano, L. (2006) J. Mol. Biol. 363, 422-432[CrossRef][Medline] [Order article via Infotrieve]
  45. Beadle, B. M., and Shoichet, B. K. (2002) J. Mol. Biol. 321, 285-296[CrossRef][Medline] [Order article via Infotrieve]
  46. van der Veen, B. A., Leemhuis, H., Kralj, S., Uitdehaag, J. C. M., Dijkstra, B. W., and Dijkhuizen, L. (2001) J. Biol. Chem. 276, 44557-44562[Abstract/Free Full Text]
  47. Eijsink, V. G., Gaseidnes, S., Borchert, T. V., and van den, B. B. (2005) Biomol. Eng. 22, 21-30[CrossRef][Medline] [Order article via Infotrieve]
  48. Maisnier-Patin, S., and Andersson, D. I. (2004) Res. Microbiol. 155, 360-369[Medline] [Order article via Infotrieve]
  49. Maisnier-Patin, S., Paulander, W., Pennhag, A., and Andersson, D. I. (2007) J. Mol. Biol. 366, 207-215[CrossRef][Medline] [Order article via Infotrieve]
  50. Maisnier-Patin, S., Roth, J. R., Fredriksson, A., Nystrom, T., Berg, O. G., and Andersson, D. I. (2005) Nat. Genet. 37, 1376-1379[CrossRef][Medline] [Order article via Infotrieve]
  51. Wicki, J., Williams, S. J., and Withers, S. G. (2007) J. Am. Chem. Soc. 129, 4530-4531[CrossRef][Medline] [Order article via Infotrieve]
  52. DeLano, W. L. (2002) The PyMOL Molecular Graphics System, Version V0.99, DeLano Scientific LLC, San Francisco, CA
  53. Kawate, H., Landis, D. M., and Loeb, L. A. (2002) J. Biol. Chem. 277, 36304-36311[Abstract/Free Full Text]
  54. Gough, K., Allison, G., Rogers, L., and Smith, A. (2002) Eur. J. Phycol. 37, 419-428[CrossRef]
  55. Lin, C., Lin, K., Luong, Y. P., Rao, B. G., Wei, Y. Y., Brennan, D. L., Fulghum, J. R., Hsiao, H. M., Ma, S., Maxwell, J. P., Cottrell, K. M., Perni, R. B., Gates, C. A., and Kwong, A. D. (2004) J. Biol. Chem. 279, 17508-17514[Abstract/Free Full Text]
  56. Ghadessy, F. J., Ong, J. L., and Holliger, P. (2001) Proc. Natl. Acad. Sci. U. S. A. 98, 4552-4557[Abstract/Free Full Text]
  57. Mahalingam, B., Louis, J. M., Reed, C. C., Adomat, J. M., Krouse, J., Wang, Y. F., Harrison, R. W., and Weber, I. T. (1999) Eur. J. Biochem. 263, 238-245[Medline] [Order article via Infotrieve]
  58. Paulander, W., Maisnier-Patin, S., and Andersson, D. I. (2007) Mol. Microbiol. 64, 1038-1048[CrossRef][Medline] [Order article via Infotrieve]
  59. Liu, F., Boross, P. I., Wang, Y. F., Tozser, J., Louis, J. M., Harrison, R. W., and Weber, I. T. (2005) J. Mol. Biol. 354, 789-800[CrossRef][Medline] [Order article via Infotrieve]
  60. Galan, J. C., Morosini, M. I., Baquero, M. R., Reig, M., and Baquero, F. (2003) Antimicrob. Agents Chemother. 47, 2551-2557[Abstract/Free Full Text]

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