Characterizing the binding mechanism of Bt (Bacillus thuringiensis) Cry toxin to the cadherin receptor is indispensable to understanding the specific insecticidal activity of this toxin. To this end, we constructed 30 loop mutants by randomly inserting four serial amino acids covering all four receptor binding loops (loops α8, 1, 2 and 3) and analysed their binding affinities for Bombyx mori cadherin receptors via Biacore. High binding affinities were confirmed for all 30 mutants containing loop sequences that differed from those of wild-type. Insecticidal activities were confirmed in at least one mutant from loops 1, 2 and 3, suggesting that there is no critical amino acid sequence for the binding of the four loops to BtR175. When two mutations at different loops were integrated into one molecule, no reduction in binding affinity was observed compared with wild-type sequences. Based on these results, we discussed the binding mechanism of Cry toxin to cadherin protein.

Bt (Bacillus thuringiensis) is a Gram-positive soil bacterium that produces insecticidal proteins called Cry toxins during sporulation. Cry toxins are specific to insects and do not affect humans and domestic animals. In addition, these toxins are environmentally friendly because they are proteinaceous and easily degrade in the soil and on plant surfaces. Therefore Bt formulations represent pesticides that possess a low impact on human health and the environment. For this reason, Cry toxin genes have been used in the development of GMOs (genetically modified organisms) [1,2]. However, acquisition of Cry toxins with high insecticidal activity against coleopteran, hemipteran, dipteran and hymenopteran insects from the soil is difficult. The development of a method for engineering Cry toxins with improved insecticidal activity against target pests and possessing a broader target pest spectrum is desired. To establish protein-engineering methods for the Cry toxin, the mode of action by which Cry toxin binds to the cadherin receptor must be characterized.

One hypothesis for the insecticidal mechanism of Cry toxins is the pore-forming model [3]. A recent version of the pore-formation model proposed the following sequence of events: protease-activated Cry toxin monomers bind to GPI (glycosylphosphatidylinositol)-anchored proteins, such as APN (aminopeptidase N) and ALP (alkaline phosphatase). This interaction promotes the binding of toxin monomers to the cadherin BtR (Bt receptor), which facilitates protease cleavage of the toxin's N-terminus, including helix α1 of domain I, and induces oligomerization of the toxin. Then toxin oligomers bind with increased affinity to GPI-anchored receptors and create pores in the midgut membrane, leading to osmotic shock and cell death. In contrast, the signalling model hypothesises that an adenylate cyclase/PKA (protein kinase A) signalling pathway is activated by BtR-bound monomer toxins, inducing programmed cell death [4]. Thus, BtR is an important receptor, although the correct hypothesis remains unknown. The generation of various Cry toxin-resistant insect strains has been attributed to a mutation or deletion in BtR [58]. In addition, there have been reports that cultured BtR-expressing insect or human cells are susceptible to Cry1A toxins, thus validating this hypothesis [912].

Seven 3D (three-dimensional) Cry toxin structures have been determined by X-ray crystallography [1319]. Similar 3D structures consisting of three domains (domains I, II and III of the N-terminus) were confirmed to be associated with these toxins. Domain I is composed of a seven-α-helix bundle with a central helix and six surrounding helices, domain II is a β-prism consisting of three antiparallel β-sheets and loops and domain III is a β-sandwich consisting of two antiparallel β-sheets [13,14,18]. Loops α8, 1, 2 and 3 of domain II are thought to be BtR-binding regions [2026]. However, it is unclear whether all regions are required for binding to BtRs.

A high-efficacy medicine is defined as a compound that can bind to and act on receptors at low concentrations. Accordingly, a major goal for the improvement of a lead medicinal compound is receptor-affinity maturation. Based on this concept, we anticipate that mutant toxins with higher BtR-binding affinities will likely also exhibit higher insecticidal activity. The insecticidal activity of Cry1A toxins is correlated with the binding affinity of Cry1A toxins for BBMV (blush-border membrane vesicles) prepared from insects [27]. Furthermore, binding to BtR has been determined to be indispensable to the insecticidal activity of Cry toxins [28]. Thus, we have developed a genetic-engineering method for improving the binding affinity of Cry toxin for BtR. Indeed, when a Cry1Aa loop suspected to be a BtR-binding site was replaced with that of Cry4Ba, the engineered Cry1Aa lost activity against Manduca sexta and obtained activity against Culex pipiens [29]. Similarly, when Cry4Ba loop 3 was replaced with a Cry4Aa-loop 3-mimic peptide, the engineered Cry4Ba gained activity against C. pipiens, which was originally resistant to Cry4Ba [30].

Cry1Aa, whose 3D structure has been determined, is active against the easy-bleeding insect Bombyx mori [14]. We have attempted to develop an affinity maturation process for Cry1Aa activity against B. mori BtR (BtR175). This involved applying a directed evolution-based method for the improvement of insecticidal activity using phage display and bio-panning, as described elsewhere [31]. However, as with other toxins, the only information known about this interaction is that the BtR175 binding site of Cry1Aa is near loops 1, 2 and 3 [25,26]. To identify the critical binding sites, we performed a comprehensive binding assay that utilized mutants containing four random amino acid mutations spanning nearly all of the loop regions. Specifically, four serial amino acid residues were replaced with random amino acids at sites 275–278, 278–281 and 280–283 of loop α8; 310–313 of loop 1; 365–370, 367–370, 371–374 and 375–378 of loop 2; and 435–438, 439–442 and 443–446 of loop 3. This resulted in the generation of a total of 30 mutant proteins whose binding affinities for BtR175 were assessed by Biacore. Surprisingly, no critical binding site on CRY1Aa was found in the loop regions, leading us to propose a flexible, multi-binding model for BtR175 binding by Cry1Aa.

Bacterial and insect strains

Wild-type T7 phage and Cry toxin displaying phages were propagated and titrated using Escherichia coli BLT-gene10 as described previously [31]. E. coli BL21 was used for the production of the wild-type or mutant Cry1Aa protoxin. Kinshu × Showa, a hybrid race of the silkworm, B. mori was reared as described previously [31].

Construction of phage libraries

To create Cry1Aa mutants-displaying-phage libraries the regions encoding regions spanning domains II loops to domain III were amplified by PCR using 5′-acgaacccagtattagaaNNNNNNNNNNNNagttttcgtggaatggctcag-3′, 5′-agaaaattttgatNNNNNNNNNNNNggaatggctcag-3′, 5′-tttgatggtagtNNNNNNNNNNNNgctcagagaatag-3′, 5′-tttatactgatgtgNNNNNNNNNNNNaattattggtcagg-3′, 5′-ttatcttcacctNNNNNNNNNNNNattatacttggttc-3′, 5′-tcttcacctttatatNNNNNNNNNNNNcttggttcaggc3′, 5′-gaagaattataNNNNNNNNNNNNccaaataatcagg-3′, 5′-cttggttcaggcNNNNNNNNNNNNgaactgtttgtc-3′, 5′-ttgagtcatgttNNNNNNNNNNNNcaagcagctggag-3′, 5′-caatgctgagcNNNNNNNNNNNNgcagtttacacct-3′, 5′-gccaagcagctggaNNNNNNNNNNNNttgagagctccaac-3′ as sense primers, respectively, for libraries with respect to mutations at 275–278, 278–281, 280–283 of loop α8; 310–313 of loop 1; 365–370, 367–370, 371–374 and 375–378 of loop 2; and 435–438, 439–442 and 443–446 of loop 3 and 5′-agctcattctcgagtgcggccgctctttctaaatcatattctgcctcaa-3′ as an antisense primer. Next, the regions encoding domains I–III of Cry1Aa toxin were amplified by PCR using above-described DNA fragments as sense mega-primers and 5′-agaagtattaggtggggatccaatagaaactggttacaccccaa-3′ as an antisense primer, digested by restriction enzymes and inserted between BamHI and XhoI sites of T7Select10-3b DNA (Novagen) as described previously [31].

Preparation of wild-type and mutant toxins

Wild-type and mutant toxins were prepared as described previously. Briefly, DNAs from toxins displayed on the phage were inserted between SpeI and SacI sites of GST (glutathione transferase)-Cry1Aa protoxin fusion-protein expressing vector, pB9 and E. coli BL21 was transformed with each resulting vector [31]. Fusion proteins were harvested as inclusion bodies and solubilized, and then solution of each fusion protein was applied to a DEAE column (Shodex IEC DEAE-825) connected to an HPLC system (Waters 600), and protoxins were activated by 0.5 mg/ml trypsin for 2 h at 37°C in the column [25]. Activated toxins were eluted using a linear gradient of Tris/HCl buffer and protein concentrations were determined by densitometry using BSA as a standard.

Binding kinetics analysis with SPR (surface plasmon resonance)

Cry1Aa toxin-binding region of BtR175 (BtR175-TBR) was prepared as described previously [32] and immobilized on a CM5 Biacore sensor chip using the amine-coupling method. Eight different concentrations (3.125–200 nM) of mutant Cry toxins diluted in PBST (PBS with 0.005% Tween 20, pH 7.4) were applied to the surface of the BtR175-TBR-immobilized CM5 sensor chip for 120 s. For dissociation, toxin flow was replaced by PBST, and the response was recorded for at least 240 s. The response curves were fit to a 1:1 Langmuir binding model and analysed using global fitting. Rate constants for association (ka) and dissociation (kd) were determined. The sensor chip was regenerated using 30 μl of 10 mM NaOH.

Bioassay using insect larvae

Solubilized GST–protoxin fusion proteins were mixed with artificial diet, Silk Mate PM, resulting in a final concentration of 1.3 μg/g diet. The diets (2.5 g) were placed in 9 cm dishes and then 25 third-instar larvae were reared on each diet at 25°C. Dead larvae were confirmed after 48 and 72 h.

Activation of toxins with the midgut juice

Activation profile of toxins by the silkworm midgut juice was assessed as described previously [31]. Briefly, midgut juice was prepared from fifth-instar larvae and diluted to be 25% (v/v) with deionized water. The inclusions of GST-protoxin fusion proteins were mixed with the diluted midgut juice to a final concentration of 1.3 μg/μl. Samples were incubated at 25°C for 0.5, 1, 2 and 4 h, and subjected to SDS/PAGE.

Preparation of two-site mutants

The region encoding loop 1 to mutated loop 2 was amplified using R375GPD378 mutant DNA as a template and 5′-ttgagtgaatttgttcccggt-3′ and 5′-gaaaactccgttccatcaaggacaa-3′, respectively, as sense and anti-sense primers. The region encoding loop 3 was amplified using Q439PRG442, H439MPR442 or R443LGR446 mutant DNA as templates and 5′-ctgtttgtccttgatggaacg-3′ and 5′-aagaaaacgttggagctctca-3′, respectively, as sense and anti-sense primers. Both regions were connected by overlap PCR and resulting DNA fragments were digested by restriction enzymes and then inserted between SpeI and SacI sites of GST-Cry1Aa protoxin fusion-protein-expressing vector, pB9, and E. coli BL21 was transformed with each resulting vector.

Assessment of BtR175 binding affinity of Cry1Aa loop mutants

We have attempted to establish a model system for directed evolution to acquire mutant toxins with higher BtR-binding affinity and higher insecticidal activity using a combination of B. mori and Cry1Aa (Y. Fujii, S. Tanaka, M. Otsuki, Y. Hoshino, H. Endo and R. Sato, unpublished work). As part of this trial, a mutant library was constructed by replacing four serial amino-acid residues with random amino acids at various sites, as described above (Figure 1). To analyse the role of each of the four loops in the BtR175-binding mechanism of Cry1Aa, more than four phage-displayed Cry1Aa loop-mutants were randomly selected from each library (from each replacement site) and produced in E. coli as inclusions using the fusion protein connected to GST. The mutants were activated by the removal of GST in an anion-exchange column and purified, which resulted in successful acquisition of 30 trypsin-tolerant loop-mutants. BtR175-binding affinities were assessed by Biacore (Figure 2). Global fitting using a 1:1 Langmuir binding model was used to calculate the association rate constant [ka (M−1·s−1)] and dissociation rate constant [kd (s−1)] (Table 1). Then the dissociation constant [KD (M)], a primary parameter for binding affinity, was calculated according to the formula KD=kd/ka. All loop-mutants indicated high binding affinities for BtR175. The highest KD was that of T367LGP370 and the lowest KD was that of R375GPD378, resulting in an affinity range that spanned from 1.6 times lower to 4.2 times higher than that of Cry1Aa for all 30 mutants (Table 1, Figure 2). All mutants contained different amino acid sequences with respect to the corresponding loop region and no general trend was observed in the amino acid sequence composition compared with the wild-type toxin (Figures 1 and 2).

Mutation sites introduced in loops α8, 1, 2 and 3 of Cry1Aa and amino acid sequences of the mutants used in this experiment

Figure 1
Mutation sites introduced in loops α8, 1, 2 and 3 of Cry1Aa and amino acid sequences of the mutants used in this experiment

Cry1Aa mutant toxins containing four serial amino acid residue replacements in three regions of loop α8, one region of loop 1, four regions of loop 2 and three regions of loop 3 were expressed on the phage surface to construct 11 classes of phage libraries. Thirty mutants were prepared as activated toxins. The mutated sequence of each mutant is shown compared with wild-type sequences. Sequences in bold typeface are those that were integrated into one molecule. Sequences written in italic are high-affinity-generating mutants derived from our unpublished work. Molecular models were generated using CCP4MG.

Figure 1
Mutation sites introduced in loops α8, 1, 2 and 3 of Cry1Aa and amino acid sequences of the mutants used in this experiment

Cry1Aa mutant toxins containing four serial amino acid residue replacements in three regions of loop α8, one region of loop 1, four regions of loop 2 and three regions of loop 3 were expressed on the phage surface to construct 11 classes of phage libraries. Thirty mutants were prepared as activated toxins. The mutated sequence of each mutant is shown compared with wild-type sequences. Sequences in bold typeface are those that were integrated into one molecule. Sequences written in italic are high-affinity-generating mutants derived from our unpublished work. Molecular models were generated using CCP4MG.

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Binding and dissociation kinetics obtained by BtR175-immobilized CM5 Biacore sensor chips using concentrated phage clone-derived mutant toxins

Figure 2
Binding and dissociation kinetics obtained by BtR175-immobilized CM5 Biacore sensor chips using concentrated phage clone-derived mutant toxins

Mutant toxins (12.5, 25, 50, 100 and 200 nM) were prepared using PBST (0.005% Tween 20) and injected over the CM5 Biacore sensor chip immobilized with BtR175 for 120 s. For dissociation measurements, the toxin flow was replaced by PBST buffer and recorded for at least 240 s. RU, response units.

Figure 2
Binding and dissociation kinetics obtained by BtR175-immobilized CM5 Biacore sensor chips using concentrated phage clone-derived mutant toxins

Mutant toxins (12.5, 25, 50, 100 and 200 nM) were prepared using PBST (0.005% Tween 20) and injected over the CM5 Biacore sensor chip immobilized with BtR175 for 120 s. For dissociation measurements, the toxin flow was replaced by PBST buffer and recorded for at least 240 s. RU, response units.

Close modal
Table 1
Binding of 30 mutant and wild-type toxins for BtR175 obtained by fitting the curves indicated in Figures 2 and 5 (wild-type) to a 1:1 Langmuir binding models
Clone namesKa (×105 M−1·s−1)kd (× 10−3·s−1)KD (×10−8 M)
Wild-type 0.96 2.66 2.77 
G275EGG278 1.15 1.66 1.45 
D278DIY281 1.12 2.40 2.14 
F280RWE283 0.85 1.92 2.24 
A310QMA313 1.12 1.80 1.6 
K310ASR313 2.51 6.75 2.69 
L365EAQ368 2.57 4.28 1.66 
H365AGG368 2.38 4.39 1.84 
F365EPK368 0.84 3.1 3.68 
F367SQA370 1.26 4.14 3.29 
A367PGP370 0.94 3.82 4.06 
S367TRS370 1.27 2.26 1.77 
T367LGP370 0.88 4.00 4.54 
L367PRP370 1.34 1.78 1.33 
L367PAP370 0.85 2.55 2.98 
P367RRP370 1.26 1.53 1.21 
S367QAA367 0.71 2.6 3.64 
H367NAG370 0.71 1.82 2.55 
A367PAP370 0.81 2.7 3.31 
S367PSA370 0.79 2.93 3.68 
S371APN374 1.25 1.67 1.33 
E371PRH374 2.90 3.28 1.13 
R375GPD378 1.85 1.22 0.65 
V375GCA378 1.06 3.01 2.84 
G435LVG438 4.14 5.59 1.35 
S435VVG438 1.90 3.79 1.99 
E439PPA442 1.21 1.40 1.16 
T439LRT442 1.51 1.58 1.05 
D439TGN442 1.20 1.62 1.35 
I443VPV446 1.58 3.16 1.99 
V443ELL446 1.33 2.72 2.04 
Clone namesKa (×105 M−1·s−1)kd (× 10−3·s−1)KD (×10−8 M)
Wild-type 0.96 2.66 2.77 
G275EGG278 1.15 1.66 1.45 
D278DIY281 1.12 2.40 2.14 
F280RWE283 0.85 1.92 2.24 
A310QMA313 1.12 1.80 1.6 
K310ASR313 2.51 6.75 2.69 
L365EAQ368 2.57 4.28 1.66 
H365AGG368 2.38 4.39 1.84 
F365EPK368 0.84 3.1 3.68 
F367SQA370 1.26 4.14 3.29 
A367PGP370 0.94 3.82 4.06 
S367TRS370 1.27 2.26 1.77 
T367LGP370 0.88 4.00 4.54 
L367PRP370 1.34 1.78 1.33 
L367PAP370 0.85 2.55 2.98 
P367RRP370 1.26 1.53 1.21 
S367QAA367 0.71 2.6 3.64 
H367NAG370 0.71 1.82 2.55 
A367PAP370 0.81 2.7 3.31 
S367PSA370 0.79 2.93 3.68 
S371APN374 1.25 1.67 1.33 
E371PRH374 2.90 3.28 1.13 
R375GPD378 1.85 1.22 0.65 
V375GCA378 1.06 3.01 2.84 
G435LVG438 4.14 5.59 1.35 
S435VVG438 1.90 3.79 1.99 
E439PPA442 1.21 1.40 1.16 
T439LRT442 1.51 1.58 1.05 
D439TGN442 1.20 1.62 1.35 
I443VPV446 1.58 3.16 1.99 
V443ELL446 1.33 2.72 2.04 

Insecticidal activities of the Cry1Aa loop mutants

Insecticidal activities toward B. mori larvae were assessed using 23 Cry1Aa loop mutants. Although no activity was observed in seven mutants (H365AGG368, F365EPK368, A367PAP370, S367PSA370, S371APN374, R375GPD378 and T439LRT442), insecticidal activities were confirmed for the other 16 mutants (Figure 3). At least one mutant indicated that insecticidal activity was associated with replacement of the eight sites covering all areas of loops 1, 2 and 3.

Insecticidal activities of wild-type and mutant toxins

Figure 3
Insecticidal activities of wild-type and mutant toxins

Mutant toxins with a high binding affinity for BtR175 and wild-type (wt) toxin were added to the diet in the protoxin form, resulting in a final concentration of 1.3 μg/g diet. Twenty-five third-instar larvae were reared on each diet at 25°C. Dead larvae were confirmed after 48 (A) and 72 h (B).

Figure 3
Insecticidal activities of wild-type and mutant toxins

Mutant toxins with a high binding affinity for BtR175 and wild-type (wt) toxin were added to the diet in the protoxin form, resulting in a final concentration of 1.3 μg/g diet. Twenty-five third-instar larvae were reared on each diet at 25°C. Dead larvae were confirmed after 48 (A) and 72 h (B).

Close modal

Defects in the activation process of non-active loop-mutants in larval midgut juice

To determine whether non-active mutants contain defects in the activation process in the midgut fluid, two non-active mutants (R375GPD378 and T439LRT442), five active mutants (K310ASR313, H367NAG370, P367RRP370, V375GCA378 and V443ELL446) and wild-type toxins were incubated in midgut fluid and analysed by SDS/PAGE (Figure 4). The non-active loop-mutant R375GPD378 underwent complete degradation, leaving no observable fluid-tolerant fragments (Figure 4B). Another non-active loop-mutant (T439LRT442) contained only a faint band of activated toxin at 60 kDa (Figure 4D). The remaining mutants, as well as the wild-type toxin, had larvicidal activities with stable, activated forms present at 60 kDa. These results indicate the non-activity of R375GPD378 and T439LRT442 owing to a defect in the activation process, resulting in the suggestion that only mutants with defects in the activation process might have lost insecticidal activity.

Activation profile of wild-type and mutant toxins containing high binding affinities for BtR175 using the midgut fluid of B. mori larvae

Figure 4
Activation profile of wild-type and mutant toxins containing high binding affinities for BtR175 using the midgut fluid of B. mori larvae

Wild-type and mutant toxins were prepared as inclusions using GST-protoxin fusion proteins. The inclusions were mixed with a 1:4 dilution of midgut fluid from fifth-instar B. mori larvae, incubated at 25°C for 0.5, 1, 2 and 4 h, and subjected to SDS/PAGE. Asterisks indicate 160 kDa GST–protoxin fusion proteins and arrowheads indicate 60 kDa midgut fluid-tolerant toxins. (A) wild-type and K310ASR313; (B) H367NAG370 and R375GPD378; (C) P367RRP370 and 375VGCA378; (D) T439LRT442 and V443ELL446. Lane 1: before digestion; Lane 2: 0.5 h after digestion; Lane 3: 1 h after digestion; Lane 4: 2 h after digestion; Lane 5: 4 h after digestion.

Figure 4
Activation profile of wild-type and mutant toxins containing high binding affinities for BtR175 using the midgut fluid of B. mori larvae

Wild-type and mutant toxins were prepared as inclusions using GST-protoxin fusion proteins. The inclusions were mixed with a 1:4 dilution of midgut fluid from fifth-instar B. mori larvae, incubated at 25°C for 0.5, 1, 2 and 4 h, and subjected to SDS/PAGE. Asterisks indicate 160 kDa GST–protoxin fusion proteins and arrowheads indicate 60 kDa midgut fluid-tolerant toxins. (A) wild-type and K310ASR313; (B) H367NAG370 and R375GPD378; (C) P367RRP370 and 375VGCA378; (D) T439LRT442 and V443ELL446. Lane 1: before digestion; Lane 2: 0.5 h after digestion; Lane 3: 1 h after digestion; Lane 4: 2 h after digestion; Lane 5: 4 h after digestion.

Close modal

Assessment of BtR175 binding affinity of mutants containing double mutations in different loops

Phage-displayed Q439PRG442, H439MPR442 and R443LGR446 mutants were selected by bio-panning during a trial of directed evolution directing Cry1Aa affinity against BtR175 (Y. Fujii, S. Tanaka, M. Otsuki, Y. Hoshino, H. Endo and R. Sato, unpublished work). Simultaneous two-site replacement was performed in different loops to assess the effects of multiple mutation sites on BtR175-binding affinity. Specifically, we were interested in determining whether binding affinity would decrease when two mutations were combined. The loop 3 mutants Q439PRG442, H439MPR442 and R443LGR446 had higher affinities (13, 42 and 15 times, respectively) than that of wild-type (Table 2) (Y. Fujii, S. Tanaka, M. Otsuki, Y. Hoshino, H. Endo and R. Sato, unpublished work) and were integrated with the R375GPD378 loop 2 mutation (four times higher affinity) into one molecule. The binding affinities of R375GPD378/Q439PRG442, R375GPD378/H439MPR442 and R375GPD378/R443LGR446 double mutants were assessed by Biacore and resulted in KD values of 0.34, 0.056 and 0.27×10−18 M, respectively (Table 2), indicating affinity values that were 8, 49 and 10 times higher than the wild-type toxin. In case of R375GPD378/H439MPR442 double mutant, an increase in binding affinity was observed compared with the original mutants (Table 2).

Table 2
BtR175 binding by mutant toxins containing two mutated loops in one molecule

Values were obtained by fitting the curves indicated in Figure 5 to a 1:1 Langmuir binding model.

Clone nameska* (×105 M−1·s−1)kd* (×10−3·s−1)KD (×10−8 M)
Wild-type 0.960 2.66 2.77 
Q439PRG442 7.96 1.62 0.211 
H439MPR442 15.9 1.05 0.066 
R443LGR446 7.12 1.32 0.185 
R375GPD378/PQ439RG442 5.13 1.75 0.340 
R375GPD378/H439MPR442 21.6 1.22 0.056 
R375GPD378/R443LGR446 6.46 1.75 0.270 
Clone nameska* (×105 M−1·s−1)kd* (×10−3·s−1)KD (×10−8 M)
Wild-type 0.960 2.66 2.77 
Q439PRG442 7.96 1.62 0.211 
H439MPR442 15.9 1.05 0.066 
R443LGR446 7.12 1.32 0.185 
R375GPD378/PQ439RG442 5.13 1.75 0.340 
R375GPD378/H439MPR442 21.6 1.22 0.056 
R375GPD378/R443LGR446 6.46 1.75 0.270 
*

To calculate parameters, the 1:1 Langmuir binding fit model was applied to the curves indicated in Figure 5.

Y. Fujii, S. Tanaka, M. Otsuki, Y. Hoshino, H. Endo and R. Sato, unpublished work.

Replacement of any four sequential amino acids within any of the four loops did not reduce BtR175-binding affinity (Table 1, Figure 2). In addition, insecticidal activities remained high in many of these mutants (Figure 3). No relationship was observed between the identity of the four replaced amino acid sequences of the mutants and those of the wild-type toxin (Figure 1). Pigott et al. [33] reported that replacement of loop 1, 2 and 3 regions with CDR3 fragments from human IgG heavy chain did not affect the binding affinity between Cry1Aa and M. sexta BtR (Bt-R1). These results suggest that the amino-acid sequences of the four loops of Cry1Aa are not critical to BtR175 binding.

Many proteins do require conserved amino acid sequences for ligand binding. For example, the RGD motif is necessary for the binding of several mammalian extracellular matrix proteins, such as fibronectin, to integrin [34]. However, our results suggest that Cry1Aa activity does not depend on conserved amino-acid sequences in loops, indicating an unusual binding character compared with other proteins.

One binding mechanism that does not require specific amino-acid loop sequences for BtR binding is multipoint attachment. Indeed, loop 2 and 3 of Cry1Aa and loops 2 and α8 of Cry1Ab are reported to have a binding affinity for Bt-R1 [21,22], and loops 2 and 3 of Cry1Ab are reported to have a binding affinity for Heliothis virescens BtR [24]. Furthermore, all four loop regions are candidate Cry1A-binding regions for BtRs [25,3538]. Thus, it is possible that these loops bind to BtR by multipoint attachment because replacing a restricted region (four amino acids in one loop) with random amino acids would not be expected to significantly affect BtR-binding affinity, which we observed in the present study.

Even if the multipoint-attachment mechanism applies to Cry toxins, it is reasonable to assume that reduction of the binding site should reduce the binding affinity. However, none of the mutants had a BtR175-binding affinity two times lower than that of wild-type toxins. Indeed, Gomez et al. [21] reported that one of the BtR1-binding sites of Cry1Aa and Cry1Ab includes 367–373 of loop 2, although only two of the seven amino acids overlap between the toxins [21]. It was postulated that amino-acid sequences displaying inverted hydropathic profiles against ligand proteins are important for binding. If binding in the Cry loop regions were governed by this rule, hydropathic profiles would be conserved in all BtR-binding loops. To test this hypothesis, we compared the replaced sequences of the 30 mutants with the wild-type sequence. In only a few cases did the hydropathic profile of the replaced sequences coincide with the original sequences.

Short peptides and small linear molecules can adopt different conformations, resulting in different molecules binding to the same protein. For example, various peptide fragments can bind to human HLA-A2 Class I MHC molecules [39]. Further, many kinds of volatile compounds with disparate structures can bind to the same odorant binding protein [40]. These phenomena are possible due to conformation changes or the generation of new binding sites.

It has also been reported that loops are flexible in nature, which affects the activities of loop-harbouring molecules. Indeed, the flexible nature of a catalytic loop plays an important role in the activity of a nucleotide hydrolase from Trypanosoma vivax [41]. The flexibility of a loop in E. coli class II fructose-1,6-bisphosphate aldolase was found to be important to its catalytic activity [42]. Cry1Aa loops were reported to be highly mobile and their flexible nature was postulated to play an important role in receptor recognition [14]. It is possible that mutated loops may change conformation to present suitable hydropathic profiles to BtR175, preventing a reduction in BtR175-binding affinity. The sequences of the four loop regions of domain II of Cry1Aa, Ab and Ac generally contain low homology, with exceptionally low homology in loop 2. However, all of these toxins are reported to bind to M. sexta BtR1 [21]. Thus, our experimental results suggest that the high BrR175-binding affinities found for all 30 mutants containing four serially replaced amino acids depend on the flexible nature of the loops. This flexibility may facilitate multipoint attachment by exposing suitable hydropathic profiles for the receptors without the requirement for specially conserved amino acid sequences in the loops. It is conceivable that faster association rates seen in those mutants (Tables 1 and 2) could be a consequence of larger conformational flexibility of loops involved in binding, allowing for a larger available fraction of loop conformations compatible with toxin–receptor complex formation.

The Q439PRG442, H439MPR442 and R443LGR446 loop 3 mutants had 13, 42 and 15 times higher affinity for BtR, respectively, than the wild-type toxin (Y. Fujii, S. Tanaka, M. Otsuki, Y. Hoshino, H. Endo and R. Sato, unpublished work). Each of these loop 3 mutants was independently integrated with a R375GPD378 loop 2 mutant having an affinity four times higher than that of the wild-type. Initially, it was expected that the integration of these separate sequences into the same mutant toxin would reduce the binding affinity of the mutant for BtR. However, all three mutants containing the two simultaneous replacements maintained higher binding affinity for BtR175 at levels comparable to that of the wild-type toxin (Table 2, Figure 5). Moreover, the R375GPD378/H439MPR442 double mutant further increased the binding affinity for BtR175, which suggests that loops do not require a specific amino acid sequence for BtR binding. Moreover, these results indicate that the mutated version containing mutations at both loops 2 and 3 possessed new binding sites for BtR175, which probably resulted from a conformational change in the double mutant. Indeed, Pigott et al. [33] reported that replacing loops 1 and 2, or 2 and 3 simultaneously with CDR3 peptide mutant toxins maintained the binding affinity for Bt-R1 [33]. This is also consistent with the idea that loops do not require specific amino acid sequences for BtR-binding and that newly created loops can form new binding sites.

Binding and dissociation kinetics obtained with BtR175-immobilized CM5 Biacore sensor chips using two-site mutants

Figure 5
Binding and dissociation kinetics obtained with BtR175-immobilized CM5 Biacore sensor chips using two-site mutants

Toxins were prepared in five concentrations using PBST [0.005% (v/v) Tween 20] and injected over the CM5 Biacore sensor chip immobilized with BtR175 for 120 s. For dissociation constants, the toxin flow was replaced by PBST buffer and recorded for at least 240 s. (A) R375GPD378/Q439PRG442 mutant; (B) R375GPD378/H439MPR442 mutant; (C) R375GPD378/R443LGR446 mutant; (D) wild-type. RU, response units.

Figure 5
Binding and dissociation kinetics obtained with BtR175-immobilized CM5 Biacore sensor chips using two-site mutants

Toxins were prepared in five concentrations using PBST [0.005% (v/v) Tween 20] and injected over the CM5 Biacore sensor chip immobilized with BtR175 for 120 s. For dissociation constants, the toxin flow was replaced by PBST buffer and recorded for at least 240 s. (A) R375GPD378/Q439PRG442 mutant; (B) R375GPD378/H439MPR442 mutant; (C) R375GPD378/R443LGR446 mutant; (D) wild-type. RU, response units.

Close modal

In the case of scFv (single-chain fragment variable), a mutation generating 133 times higher binding affinity and a mutation derived from a different loop region generating 59 times higher affinity to an antigen were integrated into one molecule, resulting in generation of a 1200 times higher affinity mutant in contrast with the wild-type version [43]. We found that integration of the R375GPD378 mutation (four times higher affinity) with the H439MPR442 mutation (42 times higher affinity) into a R375GPD378/H439MPR442 double mutant had a resulting binding affinity 49 times higher than that of wild type. These results suggest that the binding affinity of the Cry toxin to the receptor can be increased by integrating two different high-affinity-generating mutations simultaneously into one molecule. Affinity maturation of the Cry1A toxin can be enhanced by introducing several different loop-derived high-affinity-generating mutations into one molecule. In fact, in addition to mutations on loop 3, such as H439MPR442, we succeeded in finding several mutations on loop 2 containing affinities 20–50 times higher than that of the wild-type toxin. We anticipate the generation of mutants with more than 100 greater binding affinities for BtR than the wild-type toxin by integrating multiple mutations into one molecule.

Bt

Bacillus thuringiensis

BtR

Bt receptor

GPI

glycosylphosphatidylinositol

GST

glutathione transferase

3D

three-dimensional

Ryoichi Sato conceived and designed the projects and wrote the paper. Yuki Fujii performed the experiments, analysed the data and wrote the paper. Manami Otsuki, Yasushi Hoshino, Chinatsu Morimoto, Takuya Kotani, Yuko Harashima, Haruka Endo, Shiho Tanaka and Yasutaka Yoshizawa performed the experiments and analysed the data.

This work was supported by a Grant-in-Aid for Scientific Research (B) from the Ministry of Education, Culture, Sports, Science and Technology of Japan [grant number 24310054].

1
Crickmore
 
N.
 
Beyond the spore–past and future developments of Bacillus thuringiensis as a biopesticide
J. Appl. Microbiol.
2006
, vol. 
101
 (pg. 
616
-
619
)
2
Romeis
 
J.
Meissle
 
M.
Bigler
 
F.
 
Transgenic crops expressing Bacillus thuringiensis toxins and biological control
Nat. Biotechnol.
2006
, vol. 
24
 (pg. 
63
-
71
)
3
Bravo
 
A.
Likitvivatanavong
 
S.
Gill
 
S. S.
Soberon
 
M.
 
Bacillus thuringiensis: A story of a successful bioinsecticide
Insect Biochem. Mol. Biol.
2011
, vol. 
41
 (pg. 
423
-
431
)
4
Zhang
 
X.
Candas
 
M.
Griko
 
N. B.
Taussig
 
R.
Bulla
 
L. A.
 
A mechanism of cell death involving an adenylyl cyclase/PKA signaling pathway is induced by the Cry1Ab toxin of Bacillus thuringiensis
Proc. Natl. Acad. Sci. U.S.A.
2006
, vol. 
103
 (pg. 
9897
-
9902
)
5
Gahan
 
L. J.
Gould
 
F.
Heckel
 
D. G.
 
Identification of a gene associated with Bt resistance in Heliothis virescens
Science
2001
, vol. 
293
 (pg. 
857
-
860
)
6
Morin
 
S.
Biggs
 
R. W.
Sisterson
 
M. S.
Shriver
 
L.
Ellers-Kirk
 
C.
Higginson
 
D.
Holley
 
D.
Gahan
 
L. J.
Heckel
 
D. G.
Carriere
 
Y.
, et al 
Three cadherin alleles associated with resistance to Bacillus thuringiensis in pink bollworm
Proc. Natl. Acad. Sci. U.S.A.
2003
, vol. 
100
 (pg. 
5004
-
5009
)
7
Xu
 
X.
Yu
 
L.
Wu
 
Y.
 
Disruption of a cadherin gene associated with resistance to Cry1Acδ-endotoxin of Bacillus thuringiensis in Helicoverpa armigera
Appl. Environ. Microbiol.
2005
, vol. 
71
 (pg. 
948
-
954
)
8
Yang
 
Y.
Chen
 
H.
Wu
 
Y.
Wu
 
S.
 
Mutated cadherin alleles from a field population of Helicoverpa armigera confer resistance to Bacillus thuringiensis toxin Cry1Ac
Appl. Environ. Microbiol.
2007
, vol. 
73
 (pg. 
6939
-
6944
)
9
Nagamatsu
 
Y.
Koike
 
T.
Sasaki
 
K.
Yoshimoto
 
A.
Furukawa
 
Y.
 
The cadherin-like protein is essential to specificity determination and cytotoxic action of the Bacillus thuringiensis insecticidal CryIAa toxin
FEBS Lett.
1999
, vol. 
460
 (pg. 
385
-
390
)
10
Tsuda
 
Y.
Nakatani
 
F.
Hashimoto
 
K.
Ikawa
 
S.
Matsuura
 
C.
Fukada
 
T.
Sugimoto
 
K.
Himeno
 
M.
 
Cytotoxic activity of Bacillus thuringiensis Cry proteins on mammalian cells transfected with cadherin-like Cry receptor gene of Bombyx mori (silkworm)
Biochem. J.
2003
, vol. 
369
 (pg. 
697
-
703
)
11
Hua
 
G.
Jurat-Fuentes
 
J. L.
Adang
 
M. J.
 
Fluorescent-based assays establish Manduca sexta Bt-R(1a) cadherin as a receptor for multiple Bacillus thuringiensis Cry1A toxins in Drosophila S2 cells. Insect Biochem
Mol. Biol.
2004
, vol. 
34
 (pg. 
193
-
202
)
12
Zhang
 
X.
Candas
 
M.
Griko
 
N. B.
Rose-Young
 
L.
Bulla
 
L. A.
 
Cytotoxicity of Bacillus thuringiensis Cry1Ab toxin depends on specific binding of the toxin to the cadherin receptor BT-R1 expressed in insect cells
Cell Death Differ.
2005
, vol. 
12
 (pg. 
1407
-
1416
)
13
Li
 
J. D.
Carroll
 
J.
Ellar
 
D. J.
 
Crystal structure of insecticidal delta-endotoxin from Bacillus thuringiensis at 2.5 A resolution
Nature
1991
, vol. 
353
 (pg. 
815
-
821
)
14
Grochulski
 
P.
Masson
 
L.
Borisova
 
S.
Pusztai-Carey
 
M.
Schwartz
 
J. L.
Brousseau
 
R.
Cygler
 
M.
 
Bacillus thuringiensis CryIA(a) insecticidal toxin: crystal structure and channel formation
J. Mol. Biol.
1995
, vol. 
254
 (pg. 
447
-
464
)
15
Galitsky
 
N.
Cody
 
V.
Wojtczak
 
A.
Ghosh
 
D.
Luft
 
J. R.
Pangborn
 
W.
English
 
L.
 
Structure of the insecticidal bacterial delta-endotoxin Cry3Bb1 of Bacillus thuringiensis
Acta Crystallogr. D
2001
, vol. 
57
 (pg. 
1101
-
1109
)
16
Morse
 
R. J.
Yamamoto
 
T.
Stroud
 
R. M.
 
Structure of Cry2Aa suggests an unexpected receptor binding epitope
Structure
2001
, vol. 
9
 (pg. 
409
-
417
)
17
Boonserm
 
P.
Davis
 
P.
Ellar
 
D. J.
Li
 
J.
 
Crystal structure of the mosquito-larvicidal toxin Cry4Ba and its biological implications
J. Mol. Biol.
2005
, vol. 
348
 (pg. 
363
-
382
)
18
Boonserm
 
P.
Mo
 
M.
Angsuthanasombat
 
C.
Lescar
 
J.
 
Structure of the functional form of the mosquito larvicidal Cry4Aa toxin from Bacillus thuringiensis at a 2.8-angstrom resolution
J. Bacteriol.
2006
, vol. 
188
 (pg. 
3391
-
3401
)
19
Guo
 
S.
Ye
 
S.
Liu
 
Y.
Wei
 
L.
Xue
 
J.
Wu
 
H.
Song
 
F.
Zhang
 
J.
Wu
 
X.
Huang
 
D.
Rao
 
Z.
 
Crystal structure of Bacillus thuringiensis Cry8Ea1: an insecticidal toxin toxic to underground pests, the larvae of Holotrichia parallela
J. Struct. Biol.
2009
, vol. 
168
 (pg. 
259
-
266
)
20
Gomez
 
I.
Oltean
 
D. I.
Gill
 
S. S.
Bravo
 
A.
Soberon
 
M.
 
Mapping the epitope in cadherin-like receptors involved in Bacillus thuringiensis Cry1A toxin interaction using phage display
J. Biol. Chem.
2001
, vol. 
276
 (pg. 
28906
-
28912
)
21
Gomez
 
I.
Miranda-Rios
 
J.
Rudino-Pinera
 
E.
Oltean
 
D. I.
Gill
 
S. S.
Bravo
 
A.
Soberon
 
M.
 
Hydropathic complementarity determines interaction of epitope (869)HITDTNNK(876) in Manduca sexta Bt-R(1) receptor with loop 2 of domain II of Bacillus thuringiensis Cry1A toxins
J. Biol. Chem.
2002
, vol. 
277
 (pg. 
30137
-
30143
)
22
Gomez
 
I.
Dean
 
D. H.
Bravo
 
A.
Soberon
 
M.
 
Molecular basis for Bacillus thuringiensis Cry1Ab toxin specificity: two structural determinants in the Manduca sexta Bt-R1 receptor interact with loops alpha-8 and 2 in domain II of Cy1Ab toxin
Biochemistry
2003
, vol. 
42
 (pg. 
10482
-
10489
)
23
Wu
 
S. J.
Dean
 
D. H.
 
Functional significance of loops in the receptor binding domain of Bacillus thuringiensis CryIIIA delta-endotoxin
J. Mol. Biol.
1996
, vol. 
255
 (pg. 
628
-
640
)
24
Xie
 
R.
Zhuang
 
M.
Ross
 
L. S.
Gomez
 
I.
Oltean
 
D. I.
Bravo
 
A.
Soberon
 
M.
Gill
 
S. S.
 
Single amino acid mutations in the cadherin receptor from Heliothis virescens affect its toxin binding ability to Cry1A toxins
J. Biol. Chem.
2005
, vol. 
280
 (pg. 
8416
-
8425
)
25
Obata
 
F.
Kitami
 
M.
Inoue
 
Y.
Atsumi
 
S.
Yoshizawa
 
Y.
Sato
 
R.
 
Analysis of the region for receptor binding and triggering of oligomerization on Bacillus thuringiensis Cry1Aa toxin
FEBS J.
2009
, vol. 
276
 (pg. 
5949
-
5959
)
26
Atsumi
 
S.
Inoue
 
Y.
Ishizaka
 
T.
Mizuno
 
E.
Yoshizawa
 
Y.
Kitami
 
M.
Sato
 
R.
 
Location of the Bombyx mori 175kDa cadherin-like protein-binding site on Bacillus thuringiensis Cry1Aa toxin
FEBS J.
2008
, vol. 
275
 (pg. 
4913
-
4926
)
27
Sharma
 
P.
Nain
 
V.
Lakhanpaul
 
S.
Kumar
 
P. A.
 
Binding of Bacillus thuringiensis Cry1A toxins with brush border membrane vesicles of maize stem borer (Chilo partellus Swinhoe)
J. Invertebr. Pathol.
2011
, vol. 
106
 (pg. 
333
-
335
)
28
Dorsch
 
J. A.
Candas
 
M.
Griko
 
N. B.
Maaty
 
W. S.
Midboe
 
E. G.
Vadlamudi
 
R. K.
Bulla
 
L. A.
 
Cry1A toxins of Bacillus thuringiensis bind specifically to a region adjacent to the membrane-proximal extracellular domain of BT-R(1) in Manduca sexta: involvement of a cadherin in the entomopathogenicity of Bacillus thuringiensis
Insect Biochem. Mol. Biol.
2002
, vol. 
32
 (pg. 
1025
-
1036
)
29
Liu
 
X. S.
Dean
 
D. H.
 
Redesigning Bacillus thuringiensis Cry1Aa toxin into a mosquito toxin
Protein Eng. Des. Sel.
2006
, vol. 
19
 (pg. 
107
-
111
)
30
Abdullah
 
M. A.
Alzate
 
O.
Mohammad
 
M.
McNall
 
R. J.
Adang
 
M. J.
Dean
 
D. H.
 
Introduction of Culex toxicity into Bacillus thuringiensis Cry4Ba by protein engineering
Appl. Environ. Microbiol.
2003
, vol. 
69
 (pg. 
5343
-
5353
)
31
Ishikawa
 
H.
Hoshino
 
Y.
Motoki
 
Y.
Kawahara
 
T.
Kitajima
 
M.
Kitami
 
M.
Watanabe
 
A.
Bravo
 
A.
Soberon
 
M.
Honda
 
A.
, et al 
A system for the directed evolution of the insecticidal protein from Bacillus thuringiensis
Mol. Biotechnol.
2007
, vol. 
36
 (pg. 
90
-
101
)
32
Hara
 
H.
Atsumi
 
S.
Yaoi
 
K.
Nakanishi
 
K.
Higurashi
 
S.
Miura
 
N.
Tabunoki
 
H.
Sato
 
R.
 
A cadherin-like protein functions as a receptor for Bacillus thuringiensis Cry1Aa and Cry1Ac toxins on midgut epithelial cells of Bombyx mori larvae
FEBS Lett.
2003
, vol. 
538
 (pg. 
29
-
34
)
33
Pigott
 
C. R.
King
 
M. S.
Ellar
 
D. J.
 
Investigating the properties of Bacillus thuringiensis Cry proteins with novel loop replacements created using combinatorial molecular biology
Appl. Environ. Microbiol.
2008
, vol. 
74
 (pg. 
3497
-
3511
)
34
D’Souza
 
S. E.
Ginsberg
 
M. H.
Plow
 
E. F.
 
Arginyl-glycyl-aspartic acid (RGD): a cell adhesion motif
Trends Biochem. Sci.
1991
, vol. 
16
 (pg. 
246
-
250
)
35
Rajamohan
 
F.
Alzate
 
O.
Cotrill
 
J. A.
Curtiss
 
A.
Dean
 
D. H.
 
Protein engineering of Bacillus thuringiensis delta-endotoxin: mutations at domain II of CryIAb enhance receptor affinity and toxicity toward gypsy moth larvae
Proc. Natl. Acad. Sci. U.S.A.
1996
, vol. 
93
 (pg. 
14338
-
14343
)
36
Rajamohan
 
F.
Cotrill
 
J. A.
Gould
 
F.
Dean
 
D. H.
 
Role of domain II, loop 2 residues of Bacillus thuringiensis CryIAb delta-endotoxin in reversible and irreversible binding to Manduca sexta and Heliothis virescens
J. Biol. Chem.
1996
, vol. 
271
 (pg. 
2390
-
2396
)
37
Pacheco
 
S.
Gomez
 
I.
Arenas
 
I.
Saab-Rincon
 
G.
Rodriguez-Almazan
 
C.
Gill
 
S. S.
Bravo
 
A.
Soberon
 
M.
 
Domain II loop 3 of Bacillus thuringiensis Cry1Ab toxin is involved in a ‘ping pong’ binding mechanism with Manduca sexta aminopeptidase-N and cadherin receptors
J. Biol. Chem.
2009
, vol. 
284
 (pg. 
32750
-
32757
)
38
Rajamohan
 
F.
Hussain
 
S. R.
Cotrill
 
J. A.
Gould
 
F.
Dean
 
D. H.
 
Mutations at domain II, loop 3, of Bacillus thuringiensis CryIAa and CryIAb delta-endotoxins suggest loop 3 is involved in initial binding to lepidopteran midguts
J. Biol. Chem.
1996
, vol. 
271
 (pg. 
25220
-
25226
)
39
Nojima
 
H.
Takeda-Shitaka
 
M.
Kurihara
 
Y.
Adachi
 
M.
Yoneda
 
S.
Kamiya
 
K.
Umeyama
 
H.
 
Dynamic characteristics of a peptide-binding groove of human HLA-A2 class I MHC molecules: normal mode analysis of the antigen peptide-class I MHC complex
Chem. Pharm. Bull (Tokyo).
2002
, vol. 
50
 (pg. 
1209
-
1214
)
40
Vincent
 
F.
Ramoni
 
R.
Spinelli
 
S.
Grolli
 
S.
Tegoni
 
M.
Cambillau
 
C.
 
Crystal structures of bovine odorant-binding protein in complex with odorant molecules
Eur. J. Biochem.
2004
, vol. 
271
 (pg. 
3832
-
3842
)
41
Vandemeulebroucke
 
A.
De Vos
 
S.
Van Holsbeke
 
E.
Steyaert
 
J.
Versees
 
W.
 
A flexible loop as a functional element in the catalytic mechanism of nucleoside hydrolase from Trypanosoma vivax
J. Biol. Chem.
2008
, vol. 
283
 (pg. 
22272
-
22282
)
42
Zgiby
 
S.
Plater
 
A. R.
Bates
 
M. A.
Thomson
 
G. J.
Berry
 
A.
 
A functional role for a flexible loop containing Glu182 in the class II fructose-1,6-bisphosphate aldolase from Escherichia coli
J. Mol. Biol.
2002
, vol. 
315
 (pg. 
131
-
140
)
43
Schier
 
R.
McCall
 
A.
Adams
 
G. P.
Marshall
 
K. W.
Merritt
 
H.
Yim
 
M.
Crawford
 
R. S.
Weiner
 
L. M.
Marks
 
C.
Marks
 
J. D.
 
Isolation of picomolar affinity anti-c-erbB-2 single-chain Fv by molecular evolution of the complementarity determining regions in the center of the antibody binding site
J. Mol. Biol.
1996
, vol. 
263
 (pg. 
551
-
567
)
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