INTRODUCTION
Ochratoxin A (OTA) easily contaminates a variety of agro-products, such as cereals, fruits, and cocoa and coffee beans, and consequently causes unqualified and harmful processed foods and feedstuffs (
1,
2). As the most seriously controlled mycotoxin, OTA shows teratogenic, potential carcinogenic (group
IIB carcinogen), and mutagenic effects, and poses a serious threat to human health (
1,
3–6). The development of detoxification methods with high efficiency receives great interest in food and agriculture areas (
7–9). As shown in
Fig. 1, OTA is mainly degraded (or transformed) through four metabolic pathways including (i) peptidic bond cleavage to produce ochratoxin-α (OTα) and
l-β-phenylalanine; (ii) dechlorinating from the isocoumarin ring to produce ochratoxin-B (OTB) and further degraded to ochratoxin β (OTβ); (iii) hydroxylation at isocoumarin ring to produce ochratoxin hydroquinone (OTHQ); and (iv) opening the lactone ring to produce lactone-opened ochratoxin A (OP-OTA) (
10,
11). OTα is much less toxic metabolite compared to the parent chemical OTA, followed by OTB and OP-OTA (
12,
13), and hereby transformation of OTA to OTα is recognized as one of the most effective pathway for OTA detoxification.
Among the detoxification methods, biodetoxification using microbial strains and bioenzymes has become the hot spot of the field, due to the serial merits including environmental-friendly, safety and high efficiency (
14–19). Some identified hydrolases, such as carboxypeptidase A (CPA) and carboxypeptidase Y (CPY) have been commercially obtained on OTA detoxification, but the efficiencies were relatively low (
20–23). As far as we know, the most efficient commercial hydrolase CPA (67 μg/mL protein) takes 1 h to degrade less than 10% of 50 μg/L substrate OTA, showing low efficiency and high costs and emergently needing new hydrolase with high efficiency (
23,
24).
In our previous study, a difunctional strain of
Stenotrophomonas acidaminiphila CW117 which shows efficiently degradation activities on aflatoxin B1 and OTA was isolated by enrichment method, and aflatoxin degradation was characterized (
25). In this study, OTA degradation is further investigated, and OTA hydrolases are screened and focused for its efficient activity.
DISCUSSION
In this study, OTA degradation activity of
S. acidaminiphila CW117 to convert OTA into OTα through peptidic bond cleavage was validated and characterized. The key factor responsible for OTA detoxification in the strain of CW117 was identified and characterized as an amidohydrolase ADH3, which showed superefficient OTA-transformation ability. At time of this submission, only three types of OTA hydrolases with known gene (or protein) sequences were published, there are carboxypeptidase (i.e., CPA, CPY, CP, PJ_1540), amidase (i.e., OTase), and N-acyl-L-amino acid amidohydrolase (AfOTase) (
21–24,
26,
28). Sequence alignment indicates that ADH3 was the OTA hydrolase of superfamily amidohydrolase, but the catalytic efficiency is much efficient than AfOTase, and the two hydrolases shows only 10.99% amino acid sequences similarity from each other, which indicate that ADH3 should be a novel amidohydrolase (
26). Compared with the first commercial OTA detoxifying enzyme CPA, which takes several hours to degrade 50 μg/L OTA on the concentration of 67 μg/mL protein (
23,
24), ADH3 takes less than 90 s with only 1.2 μg/mL protein, suggesting much lower costs for industry application (Fig. S6E).
ADH3’s function to degrade OTA was compared with the most efficient OTA detoxification enzyme OTase identified from
Aspergillus niger (
24), the first commercial detoxification enzyme CPA (
21–23), and CPY (
16,
24). As illustrated in
Fig. 6, 0.8 μg/mL ADH3 took 2.3 min to degrade 0.1 μM OTA (
Fig. 6A), 15 μg/mL OTase took 160 min to degrade 0.09 μM OTA (
Fig. 6B), 15 μg/mL CPA took 24 h to degrade only 78.5% of 0.09 μM OTA (
Fig. 6C), and 15 μg/mL CPY needed 8 days to degrade only 25.3% of 0.093 μM (
Fig. 6D). In the study of Dobritzsch et al., the apparent degradation rates of OTase and CPA were compared (
24), but other OTA hydrolases did not compare directly. Here, we further compared apparent degradation rate of ADH3 with OTase and two other commercial hydrolases, and found ADH3 showed the distinguished OTA hydrolytic activity. In addition, the results of apparent degradation rates determined in different laboratories might be variable due to different experimental conditions (e.g., buffer solution, pH, temperature), and the kinetic constants are generally recommended to enzymatic characterization. Among the identified OTA hydrolases, CPA was only hydrolase characterized for its kinetic constants (i.e.,
Kcat,
Km), but other hydrolases were not tested (
23). After we determined the seven identified OTA hydrolases (ADH3, CP, CPA, CPY, OTase, AfOTase, PJ_1540), the results of kinetic study were consistent to apparent degradation rates which equally suggested that ADH3 was the distinguished OTA hydrolases (
Table 2). For example, the
Kcat/Km value of rADH3 was 56.7, 210, and 35,000 times higher than that of rAfOTase, rOTase, and CPA, respectively (
Table 2). All the data indicate that the activity of ADH3 was much higher than that of other enzymes.
Based on the protein structures and catalytic mechanism previous, the ADH3 structure was modeled from known crystal structures
2QS8 (
29),
6SLF (
30), and
4C5Y (
24), and the superefficient catalytic mechanism was predicted. The quaternary catalytic site formed by the residues (83H, 85H, 271H, and 344D) is key to ADH3 activity as revealed by point-mutagenesis (
Fig. 7A). The conservation of catalytic residues suggests that substrate hydrolysis follows a mechanism identical to that proposed for other OTA hydrolysis enzymes (
24,
31,
32). Cleavage might be facilitated by the polarization of the carbonyl bond by coordination to the three His residues (83H, 85H, and 271H), which also stabilize the developing oxyanion. Protonation of the nascent amino group by 344D leads to cleavage of the carbon-nitrogen bond (
Fig. 7A and
B). A structure-based assay revealed that ADH3 has a preference for hydrophobic residues to form a larger hydrophobic area at the cavity of the catalytic sites and thus gives the substrate OTA easier access to catalytic sites (
Fig. 7C). Twenty-nanosecond MD simulation revealed that ADH3 catalytic site has high RMSD and Rg (
Fig. 7D and
E). The active thermodynamic properties of ADH3 catalytic sites likely account for its superefficient catalytic efficiency. In addition, the catalytic center of most amidohydrolases is the catalytic triad (
33,
34), but for ADH3 is catalytic quaternary, which may be another reason for its superefficient catalytic activity. Combined with molecular dynamics analysis of this unique catalytic site, the catalytic site structure of ADH3 might provide a model for future amidohydrolases activity modification.
Conclusions.
In this study, an amidohydrolase ADH3 with a strong ability to transform OTA into nontoxic product ochratoxin-α was discovered. The rADH3 catalytic efficiency (Kcat/Km) was 56.7 to 35,000 times higher than those of previous published detoxifying enzymes rAfOTase, rOTase, and commercial enzyme CPA. The catalytic mechanism prediction suggested that ADH3 forms a larger hydrophobic area than other detoxifying enzymes at the cavity of the catalytic sites, and this structure gives the OTA easier access to catalytic sites. In addition, ADH3 shows considerable temperature adaptability (0 to 70°C) to exert the hydrolytic function. Collectively, detoxifying enzyme ADH3 showed promising potential for industrial applications.
MATERIALS AND METHODS
Ochratoxin A degradation by Stenotrophomonas acidaminiphila CW117.
Fresh culture of strain CW117 (1.0 mL) was inoculated into 100 mL nutrient broth (NB, Difco) containing about 50 μg/L OTA, and agitated at 160 revolutions per minute (rpm) and 37°C. The
E. coli DH5α was used as the negative control. During degradation tests, 1.0 mL of the culture was taken at time points of 0, 1st, 3rd, 6th, 9th, 12th, 24th, 36th, 48th, and 60th h, and OTA residues were cleaned by OchraTest™ column (OchraTest™, Vicam, Milford, MA, USA) and analyzed by HPLC following a previously described method (
10). During HPLC analysis, OTA was separated by an XBridge
TM C
18 column (4.6 × 250 mm, 5 μm; Waters, USA), and detected by the fluorescence detector 2475 (Waters, USA) with excitation wavelength of 340 nm and emission wavelength of 460 nm. The mobile phase consisted of acetonitrile, water, and glacial acetic acid by the volume ratio of 48:51:10 and the flow rate was 1.0 mL/min, with the injection volume of 10 μL.
The degradation agents (i.e., culture supernatant, cell lysate, and cell suspension) of strain CW117 were prepared by procedures similar to those described by Cai et al. (
25). Strain CW117 was grown in NB at 37°C for 48 h. Bacterial cells were collected by centrifugation at 8,000 ×
g at 4°C for 5 min; by centrifugation, the pellet and culture supernatant were separated. Then, the culture supernatant was passed through a sterile filter (0.22 μm, Millipore, Billerica, MA, USA) to produce the cell-free culture supernatant. The cell suspension was prepared by resuspending bacterial cells in PBS (pH 7.2) after the cell pellet washed twice with distilled water. The cell lysate was prepared by disintegrating the cell suspension with an ultrasonicator (Qsonica Q700, Newtown, CT, USA), then centrifuged at 10,000 ×
g for 10 min, and passed through the supernatant with a sterile filter (0.22 μm, Millipore, Billerica, MA, USA). After degradation agents prepared, OTA degradation activity was tested. Briefly, 2.0 mL degradation agent (culture supernatant, cell suspension, or cell lysate) was mixed with the same volume of OTA standard (diluted with PBS, pH 7.2) at a final concentration of about 50 μg/L, and incubated at 37°C for 12 h, and the OTA residues were analyzed by HPLC as above. Degradation dynamics of cell suspension (i.e., cells) or cell lysate was determined by 10.0 mL degradation agent mixed with 10 mL of OTA standard as above, and the OTA residues were analyzed at time points 0, 1st, 3rd, 6th, 9th, 12th, and 24th h. The sterile NB was selected as the control for degradation tests.
Identification and quantification of degradation products.
During the sample analysis on OTA residues in degradation tests, one degradation product that affined to OchraTest column (Vicam, Milford, MA, USA) was observed and collected by the immunoaffinity (i.e., OchraTest) column according to the manufacturer’s instructions. The degradation product was further analyzed with OTA and OTα standards by HPLC and LC-MS/MS according to the method of Wei et al. (
10). The dynamics of OTA degradation and OTα production by cell suspension (i.e., cells) and cell lysate were performed in 20 mL degradation mixture as above, and the degradation samples were collected at 0, 1st, 3rd, 6th, 9th, and 12th h for OTA and OTα determination by HPLC. The sterile NB was selected as the control for the degradation tests.
OTA degradation characterization on S. acidaminiphila CW117.
Unless otherwise indicated, OTA solution in the following tests was prepared by diluting OTA standard with PBS (pH 7.2). The 1.0 mL cell suspension (PBS, pH 7.2) was mixed with the same volume of OTA solution (final concentration 40 μg/L), and incubated at 0, 20, 30, 40, 50, and 60°C for 24 h, respectively, and then OTA residues were analyzed. For pH evaluation, the collected cell pellet were resuspended in buffers with different pH values (pH 2.0 to 5.0, glycine-HCl buffer; pH 6.0 to 7.0, phosphate buffer; pH 8.0 to 9.0, Tris-HCl buffer; pH 10.0 to 12.0, glycine-NaOH buffer). After that, 1.0 mL prepared cell suspension was mixed with 1.0 mL OTA solution that prepared by the same pH buffer (final concentration 40 μg/L), and incubated at 37°C for 24 h, then the OTA residues were analyzed. For metal ions test, the collected cell pellet was suspended in PBS (pH 7.2) containing 0.02 mol/L each metal ion. The 1.0 mL prepared cells suspension mixed with the same volume of OTA solution (final concentration 40 μg/L) and incubated at 37°C for 6 h, and the OTA residues were analyzed. For metal-chelator and protein denaturant tests, the collected cell pellet was resuspended in PBS (pH 7.2) which contained 0.2 mol/L metal-chelator (EDTA or EGTA), 1.0 mg/mL proteinase K, 1% SDS, or 1.0 mg/mL proteinase K plus 1% SDS, and the prepared cell suspensions were incubated at 37°C for 6 h before the OTA degradation tests. After pretreatment, 1.0 mL cell suspension with different treatments was mixed with the same volume of OTA solution (final concentration 40 μg/L) and incubated at 37°C for 12 h, and then the OTA residues were analyzed. The PBS with corresponding metal-chelator or denaturant was selected as negative control and untreated bacterial cells were selected as positive control.
Complete genome analysis.
S. acidaminiphila CW117 was cultivated in NB with 160 rpm shaking for 48 h. Genomic DNA was extracted by using the DNA isolation kit (Qiagen, Shenzhen, China) and purified by phenol:chloroform:isoamyl alcohol (25:24:1, vol/vol/vol) extraction. Genome sequencing was performed by Guangdong MAGIGENE Biotechnology Co., Ltd (Guangzhou, China) using the PacBio Sequel II and Novaseq 6000 sequencer. The reads from PacBio Sequel were assembled using SMRT Link v5.1.0, and the reads contained data from Novaseq and PacBio Sequel were assembled using Unicycle v0.4.8. Putative genes were identified using Glimmer 3.02 (
35) or Prodigal (
36). Noncoding RNAs of tRNA and rRNA were identified using tRNAscan-SE (version 1.3.1), rRNAmmer (version 1.2), and the sRNA was identified using Rfam database and screened by cmsearch. Interspersed repeats and tandem repeats were analyzed by RepeatMasker (version open-4.0.5) and Tandem repeats finder (version 4.07b). Prophage was identified by PHAST, and Genomic Islands (GIs) were predicted by IslandPath-DIOMB. Annotation was performed with BLAST search against databases (
37), including the National Center for Biotechnology Information (NCBI) nonredundant proteins (NR) (
38), clusters of orthologous groups of proteins (COG) (
39), the Kyoto Encyclopedia of Genes and Genomes (KEGG) (
40), Gene Ontology (GO) (
41), Swiss-prot (
42), Pfam (
43), Carbohydrate-Active Enzymes Database (CAZy) (
44), pathogen host interactions (PHI) (
45), virulence factors of pathogenic bacteria (VFDB) (
46), and Antibiotic Resistance Genes Database (ARDB) (
47). After gene annotation, amido bond hydrolases, which are considered as the possible OTA detoxification genes, were screened for following protein expression and OTA degradation assay
in vitro.
Gene cloning, protein expression, and purification.
The candidate genes were amplified by using CW117 genomic DNA and each gene primer pair (Text S1, Table S4) with Primerstar max DNA polymerase (TaKaRa, Dalian, China). The purified PCR product (e.g.,
adh3 fragment) and expression plasmid pGEX-4T-1 were digested by BamHI (or other corresponding endonuclease) and XhoI (or other corresponding endonuclease) at 37°C overnight, respectively. The digest mixture contained 1.0 μL each endonuclease (e.g., XhoI and BamHI), 1 μg of purified PCR fragment (or 1 μg pGEX-4T-1), and 5 μL of 10
× H buffer (TaKaRa, Dalian, China), and supplemented distilled water up to 50 μL. The purified digested fragment and digested expression plasmid were ligated by solution I DNA ligase for 1 h at 16°C. The recombinant plasmid (e.g., pGEX-4T-1/
adh3) was constructed by ligation solution consisting of 2 μL digested pGEX-4T-1, 4 μL digested PCR fragment, and 6 μL ligase. Thereafter, recombinant plasmid (5 μL) was transformed to
E. coli Trans1-T1 and identified by PCR sequencing. The positive clone was enriched by Luria-Bertani (LB) broth contained 50 μg/mL ampicillin (AmpR), and the recombinant plasmid was extracted by Plasmid MiniPrep Kit (Axygen, NY, USA) according to manufacturer's instructions. The recombinant plasmid (e.g., pGEX-4T-1/
adh3) was transformed to
E. coli BL21 by heated shock and the transformant was incubated in AmpR LB broth at appropriate temperature (from 16°C to 37°C for different genes) with agitation of 160 rpm. When the culture optical density (OD
600) reached about 0.6, 0.1 mM Isopropyl β-D-1-thiogalactopyranoside (IPTG) was added for induction, and followed by additional 4 h to 6 h incubation (
48).
Additionally, the genes of OTA detoxification enzymes OTase, CP, PJ_1540, and AfOTase identified from other microbial strains with known polypeptide sequences were commercially synthesized by Sangon Biotech (Shanghai, China). Protein expressions of the synthesized genes were performed using the vector pGEX-4T-1 (for gene
afotase), pET32a (for genes
cp and
otase), and pET28a (for gene
pj_1540), the restriction endonucleases EcoRI and XhoI, and the primer pairs as
Table 1, under previously described conditions (
24,
26–28).
After protein expression, bacterial cells were disintegrated by an ultrasonicator and centrifuged at 10,000 ×
g for 10 min, and the crude enzyme for the expressed gene was produced from the supernatant by passing through a sterile filter (0.22 μm, Millipore, Billerica, MA, USA). OTA degradation activity of each recombinant protein was firstly evaluated by incubating the crude enzyme with OTA solution (PBS, pH 7.2), and the crude enzyme with OTA degradation activity was selected for further purification. The active recombinant proteins (i.e., ADH3, OTase, CP, PJ_1540, and AfOTase) were purified by affinity chromatography with GSTrap FF (GE Healthcare, Piscataway, NJ, USA) or nickel-nitrilotriacetic acid agarose resin (Ni–NTA, Qiagen, CA) according to manufacturer's instructions. The purity of recombinant protein was examined by SDS-PAGE (Bio-Rad, Hercules, CA, USA), and the protein concentration was evaluated by spectrophotometrically method with bovine serum albumin (BSA) as a standard (
49).
OTA degradation characterization of rADH3.
OTA degradation by rADH3 was performed in 1 mL degradation mixture that contained 1.2 μg rADH3 protein and 50 ng OTA in PBS (pH 7.2), at 37°C for 90 s, and then the catalytic reaction was stopped by 3.0 mL acetonitrile. OTA residue was determined by HPLC. As a parallel test, 1.2 μg denatured rADH3 in PBS degradation mixture (pH 7.2) was used as the negative control. Moreover, the OTA degradation product by rADH3 was collected using the same procedures of degradation product from the strain CW117, and the analytical conditions of LC-MS/MS identification were consistent as above. The dynamics of OTA degradation and OTα production by rADH3 were performed in 5 mL PBS degradation mixture (pH 7.2) which contained 4.0 μg rADH3 protein (0.8 μg/mL) and 0.5 nM OTA (i.e., 0.1 μmol/L), and the degradation samples were collected at 0 s to 140 s with the interval of 20 s for OTA and OTα determination by HPLC. Here, 4.0 μg denatured rADH3 was selected for the negative control as parallel tests. Comparatively, the dynamics of OTA degradation and OTα production by rOTase and commercial enzymes of CPA (Catalogue no. C9268) and CPY (Catalogue no. C3888) from Sigma–Aldrich were evaluated by the same procedure, but the protein content for each commercial enzyme or rOTase was 75 μg (i.e., 15 μg/mL) and incubation times were 160 min for rOTase, 24 h for CPA, and 8 days for CPY.
The pH range and optimal pH of rADH3 were evaluated by adding 1.0 μg rADH3 protein to 1 mL OTA solution (final concentration 50 μg/L) that prepared by different pH buffers (pH 2.0 to 5.0, glycine-HCl buffer; pH 6.0 to 7.0, phosphate buffer; pH 8.0 to 9.0, Tris-HCl buffer; pH 10.0 to 11.0, glycine-NaOH buffer), and incubated at 37°C for 2 min. The temperature range and optimal temperature of rADH3 were evaluated by adding 1.0 μg rADH3 protein to 1 mL OTA solution (final concentration 50 μg/L, PBS, pH 7.2), and incubated at 0 to 100°C with 10°C as the interval for 2 min. In SDS and proteinase tests, the rADH3 was firstly pretreated by final concentration of 1% SDS, 1 mg/mL proteinase K, or 1% SDS plus 1 mg/mL proteinase K, at 37°C for 6 h, respectively. After that, the degradation activity of the pretreated rADH3 was determined as above at 37°C for 2 min. The PBS with corresponding denaturant or untreated rADH3 was selected as negative and positive control. In metal-chelator tests, ADH3 was first pretreated by 0.1 mol/L EDTA (EDTA) or ethylene glycol-bis(beta-aminoethyl ether)-N-tetraacetic acid (EGTA) at 37°C for 6 h. After that, the degradation activity of the pretreated rADH3 was determined as above at 37°C for 2 min. The PBS with corresponding metal-chelator or untreated rADH3 was selected as negative and positive control. The metal ions effect on ADH3 was evaluated by adding 1.0 μg rADH3 protein to 1.0 mL OTA solution (final concentration 50 μg/L) that contained 0.01 mol/L metal ion (i.e., Li+, Ca2+, Mg2+, Fe2+, Zn2+, or Cu2+), and the degradation tests were performed at 37°C for 2 min. The OTA degradation mixture without any metal ion was selected the control. The characterization on mainstream commercial enzyme CPA was evaluated by the same procedure, but the protein content for CPA was 15 μg/mL and incubation time was 48 h.
Kinetic constants determination.
During the kinetic constants determination, enzymatic reactions were carried out under the optimal conditions of 1 min for ADH3, 20 min for OTase and AfOTase, 1 h for CPA, 36 h for CP, 80 h for PJ_1540, and 136 h for CPY at appropriate substrate concentrations (i.e., 30-to 90 μg/L OTA), respectively. The degradation product OTα was cleaned using the OchraTest immunoaffinity column (Vicam, Milford, MA, USA) and determined by HPLC following the method as above. The reaction rate versus the substrate concentration was plotted, then the kinetic constants of
Kcat,
Km (including
Kcat/Km), and
Vmax were calculated as Stander et al. by a nonlinear regression of the Michaelis-Menten equation with GraphPad PRISM version 5.0 (GraphPad Software, La Jolla, CA) (
23).
Enzymes modeling and MD simulation.
The homology models of ADH3, AfOTase, and OTase were modeled from known crystal structures
2QS8 (
29),
6SLF (
30), and
4C5Y (
24), respectively. A short-time (10 ps) MD simulation was performed to obtain the optimized structure model for SAS assay. MD simulation of enzymes was performed to evaluate the stability and conformational changes of these enzymes. All MD simulations were performed using Amber99SB-ILDN force field (
50) using GROMACS 5.1 package (
51), and running on high-performance Linux system (National Supercomputing Center in Shenzhen). During MD simulations, all the systems were solvated using TIP3P (
52) water model in a periodic box, followed by addition Na
+ or Cl
– ions to neutralize the systems. Before MD simulations, energy minimization, NVT (canonical ensemble), and NPT (isothermal-isobaric ensemble) equilibration were performed. Finally, MD simulations were run for 20 ns time scale under constant temperature (300 K) and pressure (1 atm). The catalytic sites predicted from MD simulations were substituted with glycine using the point mutation method (
53), respectively. Each gene mutant was expressed using the vector pGEX-4T-1 and
E. coli BL21, and OTA degradation activity of mutated protein was determined as ADH3.