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Article

Optimal Secretory Expression of Acetaldehyde Dehydrogenase from Issatchenkia terricola in Bacillus subtilis through a Combined Strategy

1
Jiangsu Key Laboratory of Marine Bioresources and Environment/Jiangsu Key Laboratory of Marine Biotechnology, Jiangsu Ocean University, Lianyungang 222005, China
2
College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
3
Co-Innovation Center of Jiangsu Marine Bio-Industry Technology, Jiangsu Ocean University, Lianyungang 222005, China
4
College of Food Science and Engineering, Jiangsu Ocean University, Lianyungang 222005, China
5
Jiangsu Marine Resources Development Research Institute, Jiangsu Ocean University, Lianyungang 222000, China
*
Author to whom correspondence should be addressed.
Molecules 2022, 27(3), 747; https://doi.org/10.3390/molecules27030747
Submission received: 6 December 2021 / Revised: 17 January 2022 / Accepted: 18 January 2022 / Published: 24 January 2022

Abstract

:
Acetaldehyde dehydrogenases are potential enzyme preparations that can be used to detoxify acetaldehyde and other exogenous aldehydes from pharmaceuticals, food, and biofuel production. In this study, we enhanced the expression of acetaldehyde dehydrogenase sourced from Issatchenkia terricola (istALDH) in Bacillus subtilis using a combinatorial strategy for the optimization of signal peptides, promoters, and growth conditions. First, a library of various signal peptides was constructed to identify the optimal signal peptides for efficient istALDH secretion. The signal peptide yqzG achieved the highest extracellular istALDH activity (204.85 ± 3.31 U/mL). Second, the aprE promoter was replaced by a constitutive promoter (i.e., P43) and an inducible promoter (i.e., Pglv), resulting in 12.40% and 19.97% enhanced istALDH, respectively. Furthermore, the tandem promoter P43-Pglv provided a better performance, resulting in 30.96% enhanced istALDH activity. Third, the production of istALDH was optimized by testing one factor at a time. Physical parameters were optimized including the inducer (e.g., maltose) concentrations, incubation temperatures, and inoculation amounts, and the results were 2.0%, 35 °C, and 2.0%, respectively. The optimized medium results were 2.0% glucose, 1.5% peptone, 2.5% yeast extract, 1% NaCl, and 0.5% (NH4)2SO4. The extracellular istALDH activity was 331.19 ± 4.19 U/mL, yielding the highest production reported in the literature to date.

1. Introduction

Aldehyde dehydrogenases (ALDHs) can catalyze the oxidation of endogenous and exogenous aldehydes to their corresponding carboxylic acids [1]. The oxidation is coupled with a reduction in either NAD+ or NADP+, with some ALDHs displaying dual-coenzyme specificity [2]. Aldehydes (e.g., acetaldehyde (AA)) are widely present in nature, and most are toxic, mutagenic, or carcinogenic [3,4,5]. AA can be found in food, tobacco smoke, beverages and industrial products [6]. ALDHs can oxidize acetaldehyde to acetic acid, which is an effective way to eliminate acetaldehyde [7]. However, most natural ALDHs are extracted from animal liver, pancreas, or microorganisms, making it difficult to achieve large-scale production. Gene cloning, heterologous expression, and microbial fermentation of the enzyme are the best ways to obtain purified ALDHs.
In previous work, Issatchenkia terricola acetaldehyde dehydrogenase (istALDH) has been expressed in Escherichia coli with a productivity of 442.3 U/mL, which have higher ALDH activity, as compared to other ALDHs [6]. It is well known that E. coli strains contain endotoxins that may cause pyrogenic and shock reactions in mammals, including human [8]; therefore, they are not suitable for producing enzymes for use in the food industry. The safety of bioengineered microorganisms and their transformed products in the food industry has attracted more and more public attention [9]. Therefore, developing a host strain that is food grade and stable is essential. Bacillus subtilis is well known as a “generally regarded as safe”(GRAS) strain in the food industry and can be used as a microbial factory for large-scale modern industrial fermentation and production [10]. B. subtilis also has advantages, such as the absence of significant codon bias, non-pathogenicity, and high amenability for genetic engineering [11]. In addition, a highly efficient secretory signal peptide and molecular chaperone system result in B. subtilis having a superior ability to secrete homologous proteins [12]. Many high-efficiency expression systems have been constructed to achieve the expression of target proteins in B. subtilis [13,14]. However, attempts to produce foreign proteins using Bacillus strains have failed or led to disappointing yields [15], and the expression of ALDHs in B. subtilis has not yet been reported.
Expression components, such as signal peptides (SPs) and promoters optimized for homologous proteins, can improve their expression levels. To enhance the secretory production of recombinant proteins, strong promoters and efficient SPs are essential. It is particularly important to use a high-throughput platform to identify expression elements suitable for the target protein expression from a large number of samples in order to find the optimal SPs and promoters for the expression of specific heterologous proteins [16]. Feng et al. increased the extracellular production of L-asparaginase (ASN) in B. subtilis by SP screening, promoter mutation, and N-terminal deletion [17]. Employing the screening of SPs, the N-terminal structure and substitution, and the gold and silver knockout, Su et al. increased the yield of the target protein (i.e., α/β-cyclodextrin glycosyltransferase) in B. subtilis, which was 2.3 times higher than the control [18]. Guan et al. constructed a secretory expression system with a dual promoter (i.e., PgsiB-PHpaII) and an efficient SP (i.e., yncM) with an extracellular aminopeptidase (AP) activity of 88.86 U/mL [19].
In this study, we constructed a panel of istALDH expression conditions in B. subtilis that screened for various SPs to find which SP could offer an optimal secretion of istALDH. To further investigate the expression level, the promoter, the physical parameters, and the medium components were investigated and optimized. By directing the tandem promoter P43-Pglv, the yqzG signal peptide, and the optimized fermentation conditions, a high-level of istALDH was achieved in a shake flask (331.19 ± 4.19 U/mL), which is the highest ALDH production level reported in the B. subtilis expression system, to date.

2. Materials and Methods

2.1. Strains and Plasmids

The bacterial strains and plasmids used in this study are shown in Table 1. E. coli DH5α was used for cloning work. B. subtilis strain RIK1285 and the pBE plasmid (Takara Bio, Dalian, China) were used as the host to express istALDH. The pET32a/istALDH plasmid vector [6] was used to clone the istALDH gene. The pHCMC04-pPglv plasmid vector [20] was used to clone the Pglv promoter. The pPSQ plasmid vector [21] was used to clone the P43 promoter. All the chemical reagents were purchased from Solarbio (Beijing, China).

2.2. Media and Growth Conditions

The bacterial strains were grown in LB medium at 37 °C under agitation at 180 rpm. When appropriate, B. subtilis growth medium was supplemented with kanamycin (kan) at 10 μg/mL, and E. coli growth medium was supplemented with ampicillin (amp) at 100 μg/mL. B. subtilis strains were grown at 37 °C under agitation at 200 rpm to produce istALDH in the medium containing 10 g/L glucose, 15 g/L peptone, 25 g/L yeast extract, 10 g/L NaCl, and 20 g/L (NH4)2SO4 (pH 7.0) [20]. The volume of seed culture was 30 mL in 100 mL Erlenmeyer flask, and the volume of fermentation culture was 50 mL in 250 mL Erlenmeyer flask.

2.3. Construction of a Plasmid Library of istALDH Fused with Different SPs

The istALDH gene was amplified using primer pairs P1 and P2 (Table 2). The amplified DNA was inserted into the Sac I–BamH I site of the pBE to yield the recombinant plasmid pBE/istALDH.
The linearized-expression plasmid was prepared by PCR amplification using primer pairs P3 and P4 (Table 2) to replace the SP aprE randomly with one of the 173 different SPs by using B. subtilis Secretory Protein Expression System Kit (Takara Bio, Dalian, China), which thereby yielded a mixture of recombinant plasmids. The plasmid mixture was transformed into E. coli DH5α. The colonies on the plates were then collected and mixed, and an aliquot of the mixture was used to inoculate LB-medium-containing ampicillin to prepare a recombinant plasmid library.
B. subtilis RIK1285 was transformed with the plasmid library, and approximately 2500 transformants were examined in 96-deep-well plates. After 36 h of incubation at 37 °C under agitation at 250 rpm, the extracellular activity of istALDH was determined, as described previously, at OD580 [22] by using μQuant™ Microplate Spectrophotometer (BioTek Instruments, Inc., New York, NY, USA). Each 200 μL reaction mixture contained 20 μL supernatant, 30 μL dilution buffer (50 mmol/L pH 9.0 Tris–HCl buffer), and 150 μL of reagent solution (dilution buffer contained 300 μmol/L NAD+, 300 μmol/L acetaldehyde, 300 μmol/L nitroblue tetrazolium, and 30 μmol/L phenazine methosulfate). Finally, the suspected positive clones were re-tested as above in shake flasks and then confirmed positive clones that could obtain higher istALDH activity were selected for further sequencing analysis.

2.4. Construction of Plasmids Expressing the istALDH with Different Promoter

First, the gene of Pglv was inserted into the pBE/istALDH-1 to yield the recombinant plasmid pPglv/istALDH by using an In-Fusion HD Cloning Kit (Takara Bio, Dalian, China) and primer pairs P5–P8 (Table 2). Second, by using primer pairs P7–P10 (Table 2), the promoter Pglv was replaced by P43, yielding the recombinant plasmid pP43/istALDH. Third, primer pairs P7 and P11–P16 (Table 2) were used for the recombinant plasmids pPglv-P43/ist-ALDH and pP43-Pglv/ist-ALDH. After sequence verification, all the recombinant plasmids were used to independently transform B. subtilis RIK1285.

2.5. Assay and Detection of Secreted istALDH

The activity of istALDH was determined, as described previously with minor modifications, using a UV-2450 spectrophotometer (Shimadzu UV-2550, Tokyo, Japan) at 40 °C [23]. The 3 mL reaction mixture contained 2000 μL 50 mmol/L Tris–HCl buffer (pH 9.0), 100 μL 1% acetaldehyde, 400 μL 2% NAD+, 400 μL 0.75 mol/L KCl, and 100 μL enzymatic extract. One unit was defined as the amount of enzyme producing 1 μmol NADH per minute. The activity of extracellular istALDH was determined after centrifugation, and the activity of intracellular istALDH was determined after the strain was broken via ultrasound.

2.6. Quantitative Real-Time PCR Analysis of istALDH Expression in Recombinant B. subtilis

Total RNA was isolated using TransZol Up and reverse-transcribed into cDNA with the Hi Script II 1st Strand cDNA Synthesis Kit (+g DNA wiper) (Vazyme Biotech Co., Nanjing, China). Quantitative real-time PCR analysis was performed, as described previously [24], with ABI Step One Plus sequence detection system (Applied Biosystems, Foster City, CA, USA) by using HieffTM qPCR SYBR® Green Master Mix (Yeasen, Shanghai, China). The 2−ΔΔCt method was used to calculate the relative expression lever of istALDH (primers were listed in Table 2).

3. Results and Discussion

3.1. Heterologous Production of Secreted istALDH in B. subtilis Strain RIK1285

The istALDH was a highly active enzyme and has the potential to be used for acetaldehyde detoxification in the food industry. The enzyme has been expressed in E. coli [6]. In this study, the istALDH gene was first cloned to construct the recombinant plasmid pBE/istALDH, which was expressed under the control of the aprE promoter. The extracellular istALDH activity in BS-1 was 113.71 ± 3.62 U/mL at 36 h (Figure 1a). The heterologous expression of istALDH in the B. subtilis strain RIK1285 was confirmed by SDS-PAGE, which showed an extra band of the estimated protein size of 57 k Da in the culture extract (Figure 1b). To the best of our knowledge, this may be the first time the heterologous secretory expression of istALDH in B. subtilis has been reported.

3.2. Effect of the Signal Peptides on the Secretion of istALDH

As described above, the aprE SP was replaced with different SPs in an optimization experiment. More than 2000 independent colonies were inoculated randomly into separate wells of a 96-well plate. The sequencing analysis of the SPs resulting from the pBE/istALDH derivatives enabled the determination of additional, varied SPs displaying a higher efficiency of secretion, as compared to the SP aprE (Table 3). The SP yqzG enhanced the secretion of the istALDH efficiently, and the extracellular activity was 204.85 ± 3.31 U/mL in a shake flask for 36 h, which was a 54.53% increase, as compared to using the aprE SP. The protein yqzG is a putative exported protein of B. subtilis, and to the best of our knowledge, this may be the first reported use of SP yqzG used for the secretory expression of heterologous proteins.
In previous reports, the charge distribution of the N-domain and the hydrophobic H-domain of signal peptides could affect the secretion [25,26,27]. In the protein translocation process, the positive charge (or basic residues) may play several roles, enabling the SP to insert itself into the inner membrane by forming a loop with the negatively charged lipid head groups through electrostatic interactions [28]. In B. subtilis, hydrophobicity is a key determinant for SP to bind to the Ffh component of the signal recognition particle (SRP) or to the trigger factor, and SRP can discriminate between signal peptides with relatively high hydrophilicities [25]. The SignalP 4.1 server has been widely used to predict signal peptides, and the D-score has been used to discriminate signal peptides from non-signal peptides; however, the scores do not necessarily correlate with secretion efficiency [29]. According to the results shown in Table 3, the higher efficiency SPs appeared to have either a higher D-score, charge, or hydrophilicity.
However, the predicted SP with the highest secretion efficiency was xynA with a D-score of 0.757, whereas experimentally, the SP yqzG (D-score = 0.716) showed the best secretion efficiency for istALDH, with the same result also found in charge and hydrophobicity. Therefore, the properties of the signal peptides may have affected the secretion efficiency, but there was no clear quantitative relationship between them. By exploring the amino acid composition of many predicted exported proteins and cytoplasmic proteins, Wang et al. discovered a preference for disorder-promoting amino acids in the N-terminal regions of mature domains, which shed light on the contributions of mature domains in membrane targeting [30]. Moreover, our screening results indicated that for istALDH, the SPs from uncommon proteins had better results than that of typical SPs (e.g., aprE and nprE), which have been widely used for protein secretion and expression. Our results were consistent with previous reports [31]. Therefore, the properties of both signal peptides and target proteins may have a combined effect on secretion efficiency, so signal peptide screening remains an effective method for improving secretion efficiency.

3.3. Effect of the Promoter on Secretion of istALDH

A controllable and efficient expression system is desirable for large-scale industrial production. Yang et al. developed a high-level expression system directed by promoter Pglv, which was induced by maltose [32,33]. As compared to isopropyl β-d-1-thiogalactopyranoside (IPTG) and xylose, inducers for two widely used induction systems Pspac and Pxyl, respectively, maltose is a cheap and safe inducer for industrial application. The promoter P43 is a strong, well-known constitutive promoter, and the strength of PaprE is 5–10% of that of P43 in β-galactosidase expression [34]. Therefore, we replaced PaprE with an inducible promoter (i.e., Pglv promoter) and a constitutive promoter (i.e., P43 promoter). As shown in Figure 2a,b, both the intracellular and extracellular istALDH activities in the recombinant strains reached their maximum levels at 36 h of shake-flask fermentation, resulting in the intracellular secretion of istALDH and obtained 57.00 ± 2.04 and 15.11 ± 0.42 U/mL, respectively (1123.17% and 224.25% enhanced, respectively, as compared to the PaprE), and the extracellular secretion of istALDH obtained 254.82 ± 2.07 and 245.76 ± 8.72 U/mL (19.97% and 12.40 % enhanced, respectively, as compared to the PaprE), respectively.
To further study the influence of the different promoters on the expression efficiency of istALDH, we evaluated the relative expression of the istALDH gene by RT-PCR (Figure 2c). The results showed that both Pglv and P43 could increase the expression of the istALDH gene after 12–24 h of fermentation, resulting in a total activity of 311.82 ± 3.01 and 260.87 ± 5.72 U/mL, respectively (Figure 2a,b). However, the increase in gene expression was much greater than the increase in istALDH production. A possible reason may be that the speed of the gene transcription was faster than that of protein translation while the transcribed mRNA was too late to be translated into the target protein at such a speed.
Many studies have shown that two or more tandem promoters can significantly improve the expression levels of heterogeneous genes. The tandem promoters fused α-amylase and maltogenic amylase promoter downstream of PHpaII, respectively. The TSαGT productivity was 11-fold and 12-fold higher than that of PHpaII [35]. To explore the possibility of tandem promoters enhancing the secretion of istALDH, the promoters P43-Pglv were constructed. As a result, the secretion of istALDH obtained by P43-Pglv and Pglv-P43 promoters were 268.26 ± 1.19 and 247.76 ± 2.90 U/mL at 36 h, respectively (Figure 3).
Although the recombinant strain harbors the plasmid containing the promoters P43-Pglv showed the highest istALDH activity, the differences in expression strength between the dual-promoter and single-promoter systems were relatively weak. Zhang et al. constructed and screened nine plasmids equipped with single promoters and six plasmids equipped with dual promoters to enhance β-CGTase secretion, and the dual-promoter PHpaII-PamyQ system was found to support the target protein secretion [36]. The strength of the promoter adjacent to the target gene had a greater impact on the transcription efficiency of the dual promoter. Therefore, we constructed a series of single dual-promoters to screen for highly efficient promoters and then used the efficient promoters to construct dual promoters to further increase the istALDH secretion yield.

3.4. Effect on the Fermentation Conditions on the Secretion of istALDH

The optimization of the physical parameters and the medium for the expression of istALDH were as follows: The carbon-sourced (i.e., glucose) concentrations tested were 5, 10, 15, 20, 25, and 30 g/L. The organic nitrogen-sourced media tested were various combinations of peptone and yeast extract (Table 4). The (NH4)2SO4 concentrations tested were 1, 2, 3, 4, 5, 6, and 10 g/L. The inducer (i.e., maltose) concentrations tested were 5, 10, 15, 20, 25, and 30 g/L. The fermentation temperatures tested were 28 °C, 30 °C, 33 °C, 35 °C, and 37 °C. The inoculation amounts tested were 0.5%, 1.0%, 1.5%, 2.0%, 2.5%, and 3.0% (v/v). According to the results (Figure 4), the best growth conditions were 15 g/L peptone, 25 g/L yeast extract, 20 g/L glucose, 20 g/L maltose, 5 g/L (NH4)2SO4, and a temperature of 35 °C with an inoculation amount of 2.0%. The recombinant strain BS-5 produced a maximum istALDH activity of 331.19 ± 4.19 U/mL. Future studies will focus on optimizing the fermentation process of BS-5 in a fermenter to further improve the istALDH yield.

4. Conclusions

To the best of our knowledge, this study was the first to report on the optimization of the secretion for istALDH in B. subtilis via SP screening and promoter replacement. The SP ypzG and tandem promoter P43-Pglv were the best candidates for istALDH secretion. The recombinant strain BS-5 produced a maximum istALDH activity of 331.19 ± 4.19 U/mL under the following growth conditions: 15 g/L peptone, 25 g/L yeast extract, 20 g/L glucose, 20 g/L maltose, 5 g/L (NH4)2SO4, and a temperature of 35 °C with an inoculation amount of 2.0%, the highest level reported in a shake flask to our knowledge. This work demonstrated that optimizing signal peptides and promoters are a promising way to enhance istALDH expression in B. subtilis. In the future, additional studies should focus on high-cell-density cultivation and to further improve istALDH production.

Author Contributions

Conceptualization, J.L.; data curation, Y.C. and R.H.; formal analysis, Y.Z. and Y.F.; funding acquisition, J.L. and Z.L.; methodology, J.L.; writing—original draft, J.L.; writing—review and editing, M.L. and S.W. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by Postdoctoral Research Funds of Jiangsu Province (No. 2021K364C), Basic Science (Natural Science) General Program of Jiangsu Higher Education Institutions (No. 21KJB550003), Postdoctoral Research Funds of Lianyungang city (No. LYG20210003), the open-end Funds of Jiangsu Key Laboratory of Marine Bioresources and Environment (No. SH20201204), and the innovative project of the Priority Academic Program Development of Jiangsu Higher Education Institutions (No. 2021JSPAPD20).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data presented in this study are available in the present article.

Acknowledgments

We thank the Project Founded by the Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD).

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. (a) The recombinant istALDH activity and growth curve of B. subtilis RIK 1285 harboring pBE/istALDH. (b) SDS-PAGE analysis of expression products for the recombinant istALDH at the fermentation supernatant expected molecular mass of 57 k Da (indicated by the black arrow). Lane M is the molecular mass marker (26610, Thermo). Lane 1 (negative control) is the fermentation supernatant of RIK 1285 harboring pBE. Lanes 2 is the fermentation supernatant of RIK 1285 harboring pBE/istALDH. The experimental data were expressed as means ± standard deviations (SDs) of at least three independent experiments.
Figure 1. (a) The recombinant istALDH activity and growth curve of B. subtilis RIK 1285 harboring pBE/istALDH. (b) SDS-PAGE analysis of expression products for the recombinant istALDH at the fermentation supernatant expected molecular mass of 57 k Da (indicated by the black arrow). Lane M is the molecular mass marker (26610, Thermo). Lane 1 (negative control) is the fermentation supernatant of RIK 1285 harboring pBE. Lanes 2 is the fermentation supernatant of RIK 1285 harboring pBE/istALDH. The experimental data were expressed as means ± standard deviations (SDs) of at least three independent experiments.
Molecules 27 00747 g001
Figure 2. The intracellular (a) and extracellular (b) istALDH activities, and the relative expression of istALDH (c) of recombinant B. subtilis strains with different promoters. The experimental data were expressed as means ± standard deviations (SDs) of at least three independent experiments.
Figure 2. The intracellular (a) and extracellular (b) istALDH activities, and the relative expression of istALDH (c) of recombinant B. subtilis strains with different promoters. The experimental data were expressed as means ± standard deviations (SDs) of at least three independent experiments.
Molecules 27 00747 g002
Figure 3. The istALDH activity of recombinant B. subtilis strains with tandem promoters. The experimental data were expressed as means ± standard deviations (SDs) of at least three independent experiments.
Figure 3. The istALDH activity of recombinant B. subtilis strains with tandem promoters. The experimental data were expressed as means ± standard deviations (SDs) of at least three independent experiments.
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Figure 4. Optimization of culture conditions and medium composition of B. subtilis-5. (a) Temperature, (b) inoculum amount, (c) glucose, (d) NH4)2SO4, (e) maltose, (f) organic nitrogen source. The experimental data were expressed as means ± standard deviations (SDs) of at least three independent experiments.
Figure 4. Optimization of culture conditions and medium composition of B. subtilis-5. (a) Temperature, (b) inoculum amount, (c) glucose, (d) NH4)2SO4, (e) maltose, (f) organic nitrogen source. The experimental data were expressed as means ± standard deviations (SDs) of at least three independent experiments.
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Table 1. Bacterial strains and plasmids used in this study.
Table 1. Bacterial strains and plasmids used in this study.
Strains/PlasmidsCharacteristics *Source
Strains
E.coli DH5αdeoR endA1 gyrA96 hsdR17 (rk-mk+)recA1 relA1 supE44 thi-1 Δ(lacZYA-argF)U169 Φ80lacZ ΔM15F-λ-Vazyme Biotech
B. subtilis RIK1285Marburg 168 derivative; trpC2, lys1, aprEΔ3, nprR2, nprE18Takara
B. subtilis BS000derived from B. subtilis 168, amyE::promoter-signal peptidelaboratory stock
BS-1RIK1285 harboring pBE/istALDHcurrent study
BS-2RIK1285 harboring pBE/istALDH-1current study
BS-3RIK1285 harboring pPglv/istALDHcurrent study
BS-4RIK1285 harboring pP43/istALDHcurrent study
BS-5RIK1285 harboring p P43-Pglv /ist-ALDHcurrent study
BS-6RIK1285 harboring p Pglv-P43/ist-ALDHcurrent study
Plasmid
pMD19TTA clon vector, Amp+Takara
pHCMC04-pPglvPglv promoter[20]
pPSQP43 promoter[21]
pET32a/istALDHistALDH[6]
pBEKan+, Amp+, PaprE, SPaprETakara
pBE/istALDHKan+, Amp+, PaprE, SPaprE, istALDHcurrent study
pBE/istALDH-1Kan+, Amp+, PaprE, SPyqzG, istALDHcurrent study
pPglv/istALDHKan+, Amp+, Pglv, SPyqzG, istALDHcurrent study
pP43/istALDHKan+, Amp+, P43, SPyqzG, istALDHcurrent study
pP43-Pglv/istALDHKan+, Amp+, P43-Pglv, SPyqzG, istALDHcurrent study
pPglv-P43/istALDHKan+, Amp+, Pglv-P43, SPyqzG, istALDHcurrent study
* Amp+ and Kan+ indicate resistance to ampicillin and kanamycin, respectively.
Table 2. Primers used in this study.
Table 2. Primers used in this study.
PrimerSequence (5′ to 3′)
P1GAGCTCCTTAGAACTGCAACTAGAAC
P2GGATCCTTGTGGGCCATCGTTAATGGC
P3CGCGTCCCTCTCCTTTTGCTTAAGTTCAGAGTAG
P4GGCCGGTGCACATATGGAGCTCCTTAGAACTGC
P5GCCGTCTGTACGTTCCTAAACTAGTGGCATGTATCCGAATC
P6GTTTGATCATCATACGCGTACGACCTCCTTGATAACG
P7ATGATGATCAAACAATGTGTGATTTGTC
P8TTAGGAACGTACAGACGGCTTAAAAG
P9CTTTTAAGCCGTCTGTACGTTCCTAAACTAGTATATTCCTTTTGATAGGTGG
P10GACAAATCACACATTGTTTGATCATCATACGCGTATTCCTCTCTTACCTATAATG
P11GCCGTCTGTACGTTCCTAAACTAGTATATTCCTTTTGATAGGTGGTATG
P12CTTTTGTACGATTCGGATACATGCCACTAGTATTCCTCTCTTACCTATA
P13GGCATGTATCCGAATCGTACAAAAG
P14ACTAGTTTAGGAACGTACAGACGGCTTAAAAG
P15CTTTTAAGCCGTCTGTACGTTCCTAAACTAGTGGCATGTATCCGAATC
P16CCACCTATCAAAAGGAATATACTAGTACGACCTCCTTGATAACG
ALDH-RT-FCAGAGGTGAGCACTTGATGAAAC
ALDH-RT-FCAGCCCAACCAGCACAATACTTA
16S rRNA-FACGGGAGGCAGCAGTAGGG
16S rRNA-RACGGGAGGCAGCAGTAGGG
Table 3. Efficiency of different SPs in istALDH secretion.
Table 3. Efficiency of different SPs in istALDH secretion.
Signal PeptideProtein SequenceLenD-Score aCharge bHydrophilicity c (%)Activity of istALDH d
(U/mL)
yqzGMMIKQCVICLSLLVFGTTAAHA220.716163.64204.85 ± 3.31
wapAMKKRKRRNFKRFIAAFLVLALMISLVPADVLA320.707765.63184.81 ± 3.59
yngKMKVCQKSIVRFLVSLIIGTFVISVPFMANA300.677366.67160.76 ± 3.86
xynAMFKFKKNFLVGLSAALMSISLFSATASA280.757164.29147.84 ± 2.90
pbpMKKSIKLYVAVLLLFVVASVPYMHQAALA290.672368.97140.20 ± 3.52
aprEMRSKKLWISLLFALTLIFTMAFSNMSVQA290.644362.07113.71 ± 3.62
a D-score calculated using Signal P 4.1. b Charge of the SP was calculated based on D and E counted as −1, R; K as +1; and any other amino acid as 0. c Percentage of hydrophobic amino acids in each signal sequence was calculated according to G, A, V, L, I, M, F, W, and P as hydrophobic amino acids, whereas all others were hydrophilic. d Values represent extracellular istALDH activity ± SD based on three independent results.
Table 4. Different combinations of peptone and yeast extract.
Table 4. Different combinations of peptone and yeast extract.
g/L1234567
Peptone0101520253040
Yeast extract4030252015100
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Lu, J.; Zhao, Y.; Cheng, Y.; Hu, R.; Fang, Y.; Lyu, M.; Wang, S.; Lu, Z. Optimal Secretory Expression of Acetaldehyde Dehydrogenase from Issatchenkia terricola in Bacillus subtilis through a Combined Strategy. Molecules 2022, 27, 747. https://doi.org/10.3390/molecules27030747

AMA Style

Lu J, Zhao Y, Cheng Y, Hu R, Fang Y, Lyu M, Wang S, Lu Z. Optimal Secretory Expression of Acetaldehyde Dehydrogenase from Issatchenkia terricola in Bacillus subtilis through a Combined Strategy. Molecules. 2022; 27(3):747. https://doi.org/10.3390/molecules27030747

Chicago/Turabian Style

Lu, Jing, Yu Zhao, Yu Cheng, Rong Hu, Yaowei Fang, MingSheng Lyu, Shujun Wang, and Zhaoxin Lu. 2022. "Optimal Secretory Expression of Acetaldehyde Dehydrogenase from Issatchenkia terricola in Bacillus subtilis through a Combined Strategy" Molecules 27, no. 3: 747. https://doi.org/10.3390/molecules27030747

APA Style

Lu, J., Zhao, Y., Cheng, Y., Hu, R., Fang, Y., Lyu, M., Wang, S., & Lu, Z. (2022). Optimal Secretory Expression of Acetaldehyde Dehydrogenase from Issatchenkia terricola in Bacillus subtilis through a Combined Strategy. Molecules, 27(3), 747. https://doi.org/10.3390/molecules27030747

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