- Open Access
A high-throughput expression screening platform to optimize the production of antimicrobial peptides
Microbial Cell Factories volume 16, Article number: 29 (2017)
Antimicrobial peptides (AMPs) are promising candidates for the development of novel antibiotics, but it is difficult to produce sufficient quantities for preclinical and clinical studies due to their toxicity towards microbial expression hosts. To avoid laborious trial-and-error testing for the identification of suitable expression constructs, we have developed a small-scale expression screening platform based on a combinatorial plasmid library.
The combinatorial library is based on the Golden Gate cloning system. In each reaction, six donor plasmids (each containing one component: a promoter, fusion partner 1, fusion partner 2, protease cleavage site, gene of interest, or transcriptional terminator) were combined with one acceptor plasmid to yield the final expression construct. As a proof of concept, screening was carried out in Escherichia coli and Pichia pastoris to study the expression of three different model AMPs with challenging characteristics, such as host toxicity or multiple disulfide bonds. The corresponding genes were successfully cloned in 27 E. coli and 18 P. pastoris expression plasmids, each in a one-step Golden Gate reaction. After transformation, small-scale expression screening in microtiter plates was followed by AMP quantification using a His6 tag-specific ELISA. Depending on the plasmid features and the expression host, the protein yields differed by more than an order of magnitude. This allowed the identification of high producers suitable for larger-scale protein expression.
The optimization of recombinant protein production is best achieved from first principles by initially optimizing the genetic construct. The unrestricted combination of multiple plasmid features yields a comprehensive library of expression strains that can be screened for optimal productivity. The availability of such a platform could benefit all laboratories working in the field of recombinant protein expression.
Antimicrobial peptides (AMPs) form part of the innate immune system in nearly all living organisms, and they act against a spectrum of pathogens including Gram-positive and Gram-negative bacteria, viruses and fungi. These small and often cationic peptides are therefore promising candidates for the development of alternative antibiotics . The identification of a new AMP is often followed by chemical synthesis to produce sufficient amounts for initial small-scale functional tests. However, structural determination, toxicity testing and preclinical studies require larger amounts that cannot be produced in a cost-effective manner by chemical synthesis, and heterologous expression is therefore required. Heterologous expression is also necessary if the AMP is longer than ~50 amino acids or contains more than one disulfide bond . Although recombinant protein expression is inexpensive and scalable, AMPs raise two important challenges: first, they are often toxic towards microbial expression hosts, and second, they often contain multiple disulfide bonds. One particular expression host is therefore unable to fulfill all conditions necessary to produce all classes of AMPs.
The bacterium Escherichia coli is widely used as an expression host because it is genetically well characterized, easy to manipulate, cultivation is simple and inexpensive, and there are several decades of experience in cloning, process scale-up and automation . However, AMPs are often toxic towards E. coli. For example, glycine and proline rich coleoptericins, such as BR021 and BR023 from the harlequin ladybird Harmonia axyridis, have minimal inhibitory concentrations (MICs) of 63 and 125 µM, respectively [4, 5]. Similarly, gibberellin stimulated-like 1 (GSL1) and the deaminated derivatives of other AMPs such as MSI-344 are also toxic towards E. coli . Toxic peptides can be produced in E. coli by genetic masking using a fusion protein, e.g. thioredoxin fusions disrupt the bactericidal activity of GSL1 . Toxic peptides can also be expressed as inclusion bodies, as shown by the fusion of MSI-334 to PurF . A third possibility is the use of specialized E. coli strains such as OverExpress C41 (DE3) and OverExpress C43 (DE3), which carry mutations making them more tolerant towards toxic proteins. SpStrongylocin 1 and 2 could not be expressed in E. coli BL21 (DE3), but were successfully produced in OverExpress C43 (DE3) . The drawback of these strains is that their growth and production rates are often lower than in their non-engineered counterparts.
The expression of proteins with multiple disulfide bonds in E. coli is also challenging. A suitable model is the Galleria mellonella insect metalloproteinase inhibitor (IMPI), which is 69 amino acids in length and contains five disulfide bonds . Two strategies are available for the production of such proteins in E. coli. The first uses genetically engineered strains with a non-reducing cytoplasmic milieu, achieved by mutations in the thioredoxin reductase (trxB) and glutathione reductase (gor) genes. Such strains include Origami B, Origami 2 and the Rosetta-gami B strains from Novagen. They tend to grow slowly, but they can successfully express disulfide-rich peptides such as Divercin V41 . The second strategy involves targeting proteins to the periplasmic space. This can be accomplished by adding a signal sequence (e.g. from the MalE protein) but the success of this approach has been variable, as shown by the expression of disulfide-rich venom peptides with 2–6 disulfide bonds and lengths ranging from 17 and 67 amino acids .
An alternative expression platform that forms disulfide bonds naturally is the yeast Pichia pastoris . This species is advantageous compared to model yeasts such as Saccharomyces cerevisiae because it benefits from powerful inducible promoters and is suitable for high-density cultivation. Furthermore, most peptides that are toxic towards Gram-negative bacteria such as E. coli are not toxic in P. pastoris and vice versa. AMPs that have been produced successfully in P. pastoris include snaking-1, a 63-amino-acid cysteine-rich plant AMP with six disulfide bonds ; clavanin, a 23-amino-acid α-helical AMP that is toxic towards both Gram-positive and Gram-negative bacteria ; and cecropin D, a 3.9-kDa AMP that is post-translationally modified . AMP toxicity in P. pastoris can also be masked with fusion proteins, so including such genetic elements in an expression plasmid can have a significant impact on AMP yields. Such elements may not only alter AMP expression but also facilitate protein detection and purification, which is beneficial because downstream processing represents up to 80% of recombinant protein production costs. If fusion proteins are used, protease cleavage sites for the removal of fusion tags must also be included .
The optimal genetic setup for each target peptide and host is necessary to achieve high yields, and this requires the most appropriate combination of promoter, fusion protein partner and protease cleavage site. However, the rational prediction of optimal combinations is not usually possible. Expression screening is therefore necessary, and must address the following requirements: (1) screening must be rapid; (2) the procedure must be standardized and independent of the DNA sequence so that the same protocol can be used for every new target protein without further modifications; and (3) screening should be adaptable to different expression hosts, such as E. coli and P. pastoris.
Several small-scale expression screening platforms have been reported recently [16, 17]. Most comprise a pool of pre-assembled (often commercially available) expression plasmids that carry different promoters, fusion partners, affinity tags and cleavage sites. The gene of interest is usually introduced into the plasmids by restriction-ligation at a multiple cloning site or by homologous recombination. A widely-used example is the Gateway® system (Thermo Fisher Scientific) although one disadvantage is the limited combination of features from a small pool of commercially available plasmids, which reduces the number of combinations that can be screened. However, for a screening system highly flexible expression vectors are required which led to the development of combinatorial cloning techniques featuring modular expression plasmids . Methods that allow the simultaneous assembly of multiple expression plasmids from diverse components include restriction-free cloning , sequence and ligation independent cloning (SLIC) [19, 20], and Golden Gate cloning [21, 22]. Restriction-free cloning and SLIC are based on the polymerase chain reaction (PCR). Therefore, custom primers must be designed for every new protein of interest and additional cloning steps are necessary that are prone to mutations. In contrast, Golden Gate cloning does not require preparative PCR steps and allows the one-step assembly of multiple DNA sequences in a given order and orientation . Golden Gate cloning makes use of type IIs restriction enzymes such as BsaI that cut at sites adjacent to their recognition sequences, allowing the selection of any four-nucleotide 5′ overhang for ligation and thus the restriction and ligation of multiple DNA sequences in a single cloning step (Fig. 1).
Here we describe a straightforward screening platform based on the creation of tailor-made expression plasmids by Golden Gate cloning without combinatorial limitations [23, 24]. We defined six classes of plasmid features that are combined into expression plasmids in a single step (Fig. 1): the promoter system, two possible fusion partners, the protease cleavage site, the target protein and the transcriptional terminator. Each expression plasmid feature is modular and can be assembled independently with every other feature in the corresponding library leaving only a four-nucleotide “scar” between elements (or two amino acids in the coding region). The modular platform maximizes flexibility for the combination of conventional and also newly discovered features. It will be particularly useful for smaller laboratories lacking complex technical equipment such as pipetting robots, but is also suitable for industrial expression screening approaches. The platform is universal because it can be applied to a broad range of protein types and expression hosts. To showcase the platform, we investigated the expression of three model recombinant AMPs with different characteristics: (1) IMPI (7.7 kDa; with five disulfide bonds) ; (2) BR021 (8.4 kDa; toxic towards E. coli) ; and (3) an antifungal peptide (AFP) from Lucilia sericata (8.2 kDa; without disulfide bonds and non-toxic to our hosts) . We used different promoters and fusion proteins to demonstrate their impact on the protein yield. Expression screening was carried out in different E. coli and P. pastoris strains.
Results and discussion
Golden Gate assembly of a basic expression plasmid library in E. coli
Figure 1 shows the concept of the Golden Gate plasmid library. Six donor plasmids and one acceptor were combined to generate a panel of expression plasmids in a single restriction-ligation reaction. The E. coli cloning strain NEB10β was then transformed and blue-white screening was carried out to identify white colonies, which had incorporated an expression plasmid. It was necessary to optimize the Golden Gate reaction conditions to generate the modular plasmid library so the cloning efficiency was therefore compared using BsaI-HF and the wild-type restriction enzyme BsaI.
The proportion of white colonies after transformation was considerably higher when we used the wild-type enzyme BsaI (97%) rather than BsaI-HF (31%). The better performance of the wild-type enzyme may be caused by its full activity at 50 °C during the final restriction step, in contrast to the depleted activity of BsaI-HF (NEB, personal communication). This step is necessary for the efficient digestion of residual acceptor plasmids because any remaining acceptor plasmids in the mixture produce blue colonies.
Using the established Golden Gate assembly process, a plasmid library was constructed to express the three peptides of interest: IMPI, BR021 and AFP (Fig. 2). Three different promoters (T7/lac, T5/lac and araBAD) were combined with glutathione-S-transferase (GST) or thioredoxin (Trx) as fusion partners (or with no fusion partner). The three promoters were chosen because of their different strengths. The T7/lac promoter is a strong promoter and may therefore lead to the highest total protein yields. On the other hand, a strong promoter like T7/lac is associated with a higher risk of inclusion body formation  and is therefore not always the best choice when soluble expression is desired. All constructs contained an N-terminal His6 tag to facilitate detection and purification. The plasmids incorporating fusion partners also contained an additional thrombin cleavage site. We chose thrombin for cleavage because it is cheap and therefore suitable for large scale purification. The T7 transcriptional terminator was used in all plasmids. This generated a potential total of 27 expression plasmids, 18 of which contained all six elements.
For 17 of the 18 constructs ≥1 clone with correct band pattern was identified in a colony PCR analysis based on eight white colonies. The remaining plasmid (T5 promoter, thioredoxin and AFP) was detected after a second PCR run testing seven more colonies, which resulted in two hits. For all assemblies, we determined the proportion of white colonies and the proportion of colonies testing positive by colony PCR (Fig. 3a, b). The overall cloning efficiency was then calculated as the product of the proportion of white colonies multiplied by the proportion of colonies testing positive by colony PCR (Eq. 1):
Sequencing confirmed the positive events identified by colony PCR, so no further calculations were needed to describe the overall cloning efficiency. There was also no significant deviation in the cloning efficiency when using different promoters, fusion partners and target proteins (Fig. 4a–c). The Golden Gate assembly therefore appears to be a robust method regardless of the sequences of the individual plasmid features.
However, the cloning efficiencies achieved above could not be reproduced during the assembly of the nine expression plasmids lacking the fusion partner and protease cleavage site. To fill the gaps, we initially used two donor plasmids containing short dummy sequences flanked by the appropriate BsaI recognition sites and overhangs. The cloning efficiencies of the expression plasmids containing two consecutive dummy fragments were poor (Fig. 4d; His-empty-empty). Therefore, three of the nine plasmids could not be assembled using the standard procedure, including the analysis of eight white colonies by colony PCR. This phenomenon may reflect the length of the dummy fragments. Because the fragments consist solely of the flanking overhangs and two additional base pairs, they are present as single strands under our reaction conditions (16 °C for ligation and 37 °C for restriction). Equation 2 can be used to calculate the melting temperature (TM) of short DNA molecules in solution, and this suggests that the dummy fragments have a TM of 12 °C.
Despite the low cloning efficiency, positive clones were usually identified by increasing the number of colonies screened by PCR. Alternatively, when a special combination of fragments such as “His-empty-empty” is required more frequently, a workaround strategy can be used in which a combined fragment is introduced as an additional donor plasmid, e.g. His6 with BsaI overhangs complementary to the promoter system on one side and to the target protein on the other side. This workaround significantly increased the cloning efficiency (Fig. 4d; His-bridge) and the three expression plasmids that could not be assembled using the dummy donor plasmids based on the screening of eight white colonies were cloned successfully using this approach.
Golden Gate assembly of a basic expression plasmid library in P. pastoris
A second plasmid library was created in P. pastoris to achieve the expression and secretion of the peptides IMPI, AFP and BR021 (Fig. 5). This library combined two different promoters (the glyceraldehyde-3-phosphate dehydrogenase promoter pGAP and the alcohol oxidase I promoter pAOXI) with three different secretion factors (the α-mating factor, the same factor with an additional serine endoproteinase cleavage site (Kex2), and the secretion factor of a protein containing four tandem DDDK sequences). Each construct also contained a His6 tag to facilitate detection, a split intein for purification, and finally the transcriptional terminator from the alcohol oxidase I gene (tAOXI). All 18 expression plasmids were successfully generated by Golden Gate cloning followed by the transformation of E. coli and colony PCR analysis of eight white colonies. Figure 6 shows the cloning results in detail.
Comparison of cloning efficiencies for E. coli and P. pastoris
The average percentage of white colonies was 37 ± 30% for the E. coli constructs and 5 ± 2.6% for the P. pastoris constructs. The average percentage of colonies displaying the anticipated band pattern following colony PCR analysis was 69 ± 35% for the E. coli constructs and 87 ± 13% for the P. pastoris constructs. The cloning efficiencies we observed were therefore lower than those reported by Engler et al.  using a similar protocol and the same BsaI overhangs (99% white colonies and 94% colonies with the correct restriction pattern). The difference in cloning efficiency is therefore likely to be caused by the genetic elements we used, and can potentially be attributed to the vast difference in size between the genetic elements (T5/lac promoter: 1311 bp, His6 tag element: 21 bp) compared to the genetic elements used by Engler et al. which had all nearly the same size . However, further investigations on this topic have to be done. Nevertheless, all 45 expression plasmids were cloned and verified by sequencing within 2 weeks, which confirms that the method is rapid and robust enough for our purpose.
Expression screening in E. coli
The 27 expression plasmids assembled by Golden Gate cloning were used to screen for the optimal expression of IMPI, BR021 and AFP. Six E. coli expression strains with different characteristics were used. Rosetta-gami 2 (DE3) pLysS, Origami 2 and SHuffle T7 Express lysY are strains with an oxidizing milieu in the cytoplasm and were therefore selected for the expression of IMPI with its five disulfide bonds. OverExpress C41 (DE3) pLysS and OverExpress C43 (DE3) pLysS are strains that are suitable for the expression of toxic proteins  and were therefore chosen for the expression of BR021. The standard expression strain BL21 (DE3) was also included. We developed a small-scale screening approach suitable for any laboratory without pipetting robots and automation, which involved the rational selection of the two or three most promising strains for every expression plasmid (78 combinations). For two of these combinations the transformations failed, resulting in 76 viable combinations. A possible explanation for the failure of the two transformations could be the instability of the plasmids in the corresponding strains. In this case the combinations will not be useful for protein expression and can be excluded from the screening. Screening was carried out in 96-well microtiter plates. The cultures were grown from OD600 = 0.1 for 3 h at 37 °C, followed by the induction of protein expression and incubation for 17 h at 30 °C. Protein yields in the soluble fraction after cell lysis were determined by a sandwich ELISA using the His6 tag to identify the high producers.
As shown in Fig. 7, all IMPI high producers (yields of soluble IMPI > 10 mg/Lculture) carried Trx as the fusion partner, whereas the yields were lower with GST as the fusion partner and lower still when the fusion tag was omitted. Similar results were reported previously for the comparison of Trx + His6, GST + His6 and the His6 tag alone . The solubility-enhancing effect of the fusion partner was previously shown to depend on the size of the target protein and is most prominent for small proteins , which explains the substantial effect of fusion partners on the yield of the small (7.7 kDa) target protein IMPI. The promoter had a strong effect on expression as expected, and the inducible T7/lac promoter resulted in the greatest improvement in the yield of IMPI as previously noted in a study comparing the T7/lac and the araBAD promoters among others . In contrast, we found that the expression strain had only a minor effect on the yield of IMPI.
For the toxic protein BR021, only one strain achieved a significant production level, highlighting the need for a screening strategy when dealing with difficult-to-express proteins. BR021 was successfully expressed in the standard expression strain BL21 as a Trx-fusion protein under the control of the T7/lac promoter system. Interestingly, only low yields were achieved in OverExpress C41 and C43 although these strains are specialized in the expression of toxic proteins in E. coli. To exclude the possibility of a false-positive result, BR021 expression using strain BL21 with the T7/lac + Trx combination was repeated in shaking flasks. Quantification of the soluble and insoluble protein fractions revealed that the majority of the target protein was present as insoluble inclusion bodies and only a small amount of soluble protein was present (Additional file 1). It is likely that the protein detected in the soluble fraction was only solubilized during cell lysis. Because the yield of insoluble protein was extremely high (~0.6 g/Lculture) we will investigate the purification of Trx-BR021 from the inclusion bodies in future experiments.
The maximum yield of L. sericata AFP (4.2 ± 0.5 mg/Lculture) was achieved in BL21 cells as a GST-fusion protein under the control of the T7/lac promoter. The successful expression of this AFP in E. coli BL21 (DE3) cells has previously been achieved using an N-terminal Trx-His6 tag .
Expression screening in P. pastoris
Pichia pastoris was used as an alternative expression host in our screening platform because it is ideal for proteins that are too toxic or complex for production in E. coli. Expression was facilitated by including its two best-characterized promoter systems: the methanol-inducible pAOXI promoter, which is strictly regulated and allows the production of toxic proteins, and the constitutive pGAP promoter, which allows the application of simpler fermentation conditions .
Pichia pastoris secretes recombinant proteins into the fermentation broth if an appropriate secretion signal is included in the construct, thus facilitating protein purification. A protease cleavage site is also needed, to allow the recovery of the native protein without the signal sequence. We therefore combined the three AMPs with three different secretion factors (Fig. 5):
The α-mating factor . This is one of the most widely used secretion factors, but in vivo processing can lead to the fragmentation of peptides that have internal accessible KR or RR dibasic amino acids.
The DDDK secretion factor . This 18-amino-acid secretion factor was identified recently  and secrets a P. pastoris protein containing four DDDK tandem repeats. The α-mating factor and DDDK achieved similar secretion efficiency when tested with porcine carboxypeptidase and the Erythrina caffra trypsin inhibitor.
The α-mating factor with an additional Kex2 protease site . Some proteins are secreted with low efficiency by the α-mating factor because the Kex2 site is inaccessible, and this can be addressed by adding a second site for the Kex2 protease.
To facilitate the removal of the fusion protein, we incorporated self-splicing inteins in the P. pastoris system rather than the classical thrombin cleavage site used in E. coli. Furthermore we investigated two different production strains: the X-33 wild-type strain and the SuperMan5 strain (HIS + , pep4Δ) in which selected peptidases are knocked out. After successful cloning using the Golden Gate system as described above, the two P. pastoris strains were transformed with the expression plasmids by electroporation. Whereas protein expression in E. coli is usually based on an episomally-maintained plasmid under constant selection, in P. pastoris the plasmid integrates into the genome and no selection is necessary during fermentation. Although integration is site-specific, the number of integrated copies is random and we therefore screened eight clones for each expression construct.
Expression in 96-deep-well plates was followed by His6 tag-specific ELISA to determine the AMP yields. We found that BR021 was not expressed at all, and only one clone was isolated expressing the L. sericata AFP but the yield was very low (0.17 mg/Lculture). This clone comprised the constitutive pGAP promoter combined with the Kex2 secretion factor element in the SuperMan5 strain. The low yields of BR021 and AFP probably reflect the presence of proteases such as proteinase A (PrA) and proteinase B (PrB) , or they may not be properly secreted despite the presence of a secretion factor in the construct. In contrast, IMPI was expressed successfully by P. pastoris (Fig. 8). Only the DDDK secretion factor was incompatible with the expression of this peptide, whereas the α-mating factor achieved efficient secretion in the presence and absence of the additional Kex2 site. IMPI was successfully expressed in both P. pastoris strains under the control of the constitutive pGAP promoter, but only in strain X33 under the inducible pAOXI promoter. The highest yield was achieved with the pGAP promoter and Kex2 as the secretion signal in the SuperMan5 strain (1.7 mg/Lculture).
Comparison of expression screening in E. coli and P. pastoris
Expression screening in E. coli and P. pastoris achieved different outcomes for the three model AMPs. For BR021, expression as a soluble peptide was not possible, at least not with the genetic elements and strains we used. E. coli appears to be the most suitable expression host, and the purification of BR021 from inclusion bodies appears to be the most appropriate expression strategy. The L. sericata AFP could not be expressed at significant levels in either E. coli or P. pastoris, indicating that the screening platform must be expanded to include more genetic elements, additional strains or even further expression hosts. IMPI was expressed at high levels in both E. coli and P. pastoris, with yields depending on the strain and plasmid combination. We identified genetic elements compatible with high expression levels, e.g. the T5 and T7 promoter as well as Trx as fusion partner in E. coli, and the α-mating factor with or without the additional Kex2 site in P. pastoris. In a direct comparison, E. coli achieved higher IMPI yields than P. pastoris at the small screening scale using the combination of plasmid features we tested. However, large-scale and high-cell-density fed-batch or continuous fermentation tests would be necessary to determine which expression system is better for the respective AMP.
Antibiotic-resistant bacteria are becoming more prevalent, and the demand for new classes of antimicrobial drugs is therefore increasing. Insect AMPs are promising candidates but the first challenging step is the heterologous expression of sufficient quantities of AMPs for preclinical and clinical studies. AMPs have diverse characteristics and expression screening is therefore necessary to identify the optimal combination of expression construct and host to achieve high yields. We developed a screening platform based on a combinatorial plasmid library, and screened for the optimal expression of three model AMPs in two hosts: E. coli and P. pastoris. Our results highlight the importance of screening before further process optimization, because different outcomes were observed for each AMP. IMPI was successfully expressed using different plasmid/strain combinations in both E. coli and P. pastoris and can now be produced at larger scales, whereas BR021 could only be expressed as insoluble inclusion bodies in E. coli and the L. sericata AFP could not be expressed using any of our strain/plasmid combinations. The latter case shows the limitations of small-scale screening with a limited number of combinations—it is possible that no hits will be achieved and subsequent larger screens may be necessary incorporating additional plasmids, strains and even host organisms. Our screening platform can be expanded to encompass additional hosts with little further effort, potentially including insect cells because they are more closely aligned with the native production of insect AMPs , and alternative yeasts such as Kluyveromyces lactis . We are convinced that the platform will also be useful for larger proteins (>10 kDa), because Golden Gate cloning has been shown to work for DNA fragments up to at least 3500 bp  and the screening itself relies on simple cultivation in a 96-well plate followed by protein quantification using a His6-specific ELISA, which is a method that is commonly used for proteins of all sizes.
Cultivation of P. pastoris and E. coli
Unless stated otherwise, all culture media and ingredients for screening in P. pastoris were prepared according to the protocol from the Pichia Protein Expression Kit , although we replaced the BMGY medium with BMDY medium (containing glucose instead of glycerol).
Escherichia coli was cultivated in standard LB medium containing 10 g/L tryptone, 5 g/L yeast extract and 10 g/L NaCl at pH 7.0 (Carl Roth).
The donor plasmid was derived from the commercial plasmid pJ915 (DNA2.0) and contains an ILV5 promoter, an EM72 promoter, a bleocin-resistance cassette, the AOD terminator, the pUC origin of replication and a lacZ cassette. The plasmid features were synthesized by GenScript. GenScript used the PciI restriction site in plasmid pUC57-Kan as a cloning site to insert the plasmid features into the vector. The DNA sequences for the plasmid features were flanked by BsaI recognition sites to allow directional cloning. Two extra base pairs were added upstream of the DNA sequences for the protein fusion partners, protease cleavage sites and AMP genes to avoid frameshifts. The four-nucleotide BsaI overhang sequences were adopted from Engler et al.  (Fig. 2). The synthesized donor plasmids were used directly for Golden Gate cloning.
Golden Gate cloning
Each Golden Gate cloning reaction required 100 ng of the acceptor plasmid (pJ915-lacZ), 100 ng of each donor plasmid, 2.5 U BsaI/BsaI-HF and 300 U T4 DNA ligase (NEB, 2000 U/µL) in a reaction mixture of 15 µL in 1× T4 DNA ligation buffer (NEB). The reactions comprised 50 temperature cycles (2 min at 37 °C for digestion, 5 min at 16 °C for ligation) followed by 10 min final restriction at 50 °C and 20 min heat inactivation at 65 °C.
After the Golden Gate reaction, chemically competent E. coli 10-beta (NEB) cells were transformed with the reaction mix using the following heat shock protocol. First 80 µL of cells were thawed on ice and 5 µL of reaction mix were added. Afterwards the mix was incubated on ice for 15 min. Then a heat shock at 42 °C for 1 min was done. Afterwards 250 µL LB medium were added and the cells were incubated at 600 rpm and 37 °C for 45 min. Transformants were plated on selective LB agar plates containing either 15 µg/mL gentamicin or 10 µg/ml Bleocin™, 1 mM IPTG and 100 µg/mL X-Gal for blue–white screening. After incubation for 1 day at 37 °C, the blue and white colonies were counted.
Eight colonies per construct were analyzed by colony PCR using primers that bind to the acceptor plasmid backbone. Colony PCR was carried out using OneTaq DNA Polymerase (NEB) following the manufacturer’s protocol. Plasmid DNA was isolated from colonies with a correct colony PCR band pattern using the NucleoSpin® Plasmid EasyPure kit (Macherey–Nagel). The DNA was sequenced by GATC biotech with the same primers used for colony PCR.
Transformation of E. coli expression strains
Six different E. coli strains were used for expression screening: Rosetta-gami 2 (DE3) pLysS (Merck Millipore), Origami 2 (Merck Millipore), BL21 (DE3) (NEB), SHuffle T7 Express lysY (NEB), OverExpress C41 (DE3) pLysS (Sigma-Aldrich), OverExpress C43 (DE3) pLysS (Sigma-Aldrich). E. coli expression strains were transformed with the expression plasmids by heat shock. An 80-µL aliquot of competent cells was thawed on ice before adding 5 µL of the Golden Gate mixture. The cells and DNA were incubated for 15 min on ice and heat shocked for 1 min at 42 °C. After the heat shock, 250 µL LB medium was added to the transformants and the mixture was incubated for 45 min at 37 °C, shaking at 1100 rpm in a thermomixer (Eppendorf). After the incubation, 50 µL of the cell mixture was spread on LB agar containing 15 µg/mL gentamicin.
Prior to expression screening, cryocultures were prepared from overnight liquid cultures grown in LB containing 15 µg/mL gentamicin at 37 °C and 250 rpm. Cells from overnight cultures were harvested by centrifugation, resuspended in LB containing a final concentration of 25% (v/v) glycerol and frozen at −80 °C for storage.
Transformation of P. pastoris expression strains
Competent P. pastoris (SuperMan5 or X33) cells were transformed essentially as previously described [40, 41] but using 100 ng DNA linearized by enzymatic digestion with BspHI (according to the NEB protocol) followed by DNA purification (NucleoSpin® Plasmid EasyPure Kit, Macherey–Nagel). After transformation by electroporation the cells were spread on YPD plates containing 10 µg/mL bleocin (Merck Millipore) and were incubated for 3 days at 30 °C. Eight colonies representing each construct were then transferred to a new plate containing the same medium.
Expression screening in E. coli
Expression screening was carried out in 96-well plates (Eppendorf). Each well contained 300 µL LB medium plus 15 µg/mL gentamicin and was inoculated with overnight cultures of E. coli transformants to yield an OD600 of 0.1. The space between the wells was filled with water and the plate was sealed with Parafilm to minimize evaporation. The cells were cultivated in a plate reader (Biotek) at 37 °C for 3 h with linear shaking at 567 cpm and an amplitude of 3 mm. Absorption at 600 nm was measured online every 20 min to monitor cell growth. After 3 h, protein expression was induced by adding 1 mM IPTG or 13 mM arabinose, depending on the promoter. The cultivation temperature was lowered to 30 °C during the 17-h protein expression phase. Cells were harvested by centrifugation and lysed with BugBuster Master mix (Merck Millipore) following the manufacturer’s protocol. Lysates were stored at 4 °C. Proteins in the cell lysates were quantified by a His6 tag-specific sandwich ELISA using the His Tag Antibody Plate (GenScript) following the manufacturer’s protocol. Samples were diluted 1:100. Penta∙His HRP Conjugate (Qiagen) was diluted 1:4000 and was used as the detection antibody. The amount of target protein was calculated using a dilution series of His6 tag human ephrin-B1 (Sino Biological) for calibration.
Expression screening in P. pastoris
Constitutive and methanol induction screening were carried out as previously described  but instead of humidity control, a double layer of Parafilm was added between the lid and the 96-deep-well plate. The starting volume was 500 µL of BMY medium containing 1% glucose. For the feed, the cells were pipetted up and down thoroughly to ensure good mixing and 125 µL medium was then removed and replaced with 125 µL fresh BMY medium containing 4% glucose every 24 h, making four replacements in total. Twenty-four hours after the last feed, the supernatant was harvested by centrifugation (10,000×g, 5 min) and 200 µL supernatant (undiluted) was used for protein quantification by a His6 tag-specific sandwich ELISA as described for E. coli.
gibberillin stimulated like peptide
insect metalloproteinase inhibitor
thioredoxin reductase B
sequence and ligation independent cloning
polymerase chain reaction
glyceraldehyde 3-phosphate dehydrogenase promoter
alcohol oxidase I promoter
the α-mating factor with an additional specific serine endoproteinase cleavage site
alcohol oxidase I terminator
Alberts B. Molecular biology of the cell: innate immunity. 4th ed. New York: Garland Science; 2002.
Li C, Blencke H-M, Paulsen V, Haug T, Stensvag K. Powerful workhorses for antimicrobial peptide expression and characterization. Bioeng Bugs. 2010;1:217–20. doi:10.4161/bbug.1.3.11721.
Jia B, Jeon CO. High-throughput recombinant protein expression in Escherichia coli: current status and future perspectives. Open Biol. 2016;. doi:10.1098/rsob.160196.
Vilcinskas A, Mukherjee K, Vogel H. Expansion of the antimicrobial peptide repertoire in the invasive ladybird Harmonia axyridis. Proc R Soc B Biol Sci. 2012;280:20122113. doi:10.1098/rspb.2012.2113.
Beckert A, Wiesner J, Baumann A, Pöppel A-K, Vogel H, Vilcinskas A. Two c-type lysozymes boost the innate immune system of the invasive ladybird Harmonia axyridis. Dev Comp Immunol. 2015;49:303–12. doi:10.1016/j.dci.2014.11.020.
Lee JH, Kim JH, Hwang SW, Lee WJ, Yoon HK, Lee HS, Hong SS. High-level expression of antimicrobial peptide mediated by a fusion partner reinforcing formation of inclusion bodies. Biochem Biophys Res Commun. 2000;277:575–80. doi:10.1006/bbrc.2000.3712.
Meiyalaghan S, Latimer JM, Kralicek AV, Shaw ML, Lewis JG, Conner AJ, Barrell PJ. Expression and purification of the antimicrobial peptide GSL1 in bacteria for raising antibodies. BMC Res Notes. 2014;7:777. doi:10.1186/1756-0500-7-777.
Wedde M, Weise C, Kopacek P, Franke P, Vilcinskas A. Purification and characterization of an inducible metalloprotease inhibitor from the hemolymph of greater wax moth larvae, Galleria mellonella. Eur J Biochem FEBS. 1998;255:535–43. doi:10.1046/j.1432-1327.1998.2550535.x.
Richard C, Drider D, Elmorjani K, Marion D, Prevost H. Heterologous expression and purification of active divercin V41, a class IIa bacteriocin encoded by a synthetic gene in Escherichia coli. J Bacteriol. 2004;186:4276–84. doi:10.1128/JB.186.13.4276-4284.2004.
Klint JK, Senff S, Saez NJ, Seshadri R, Lau HY, Bende NS, et al. Production of recombinant disulfide-rich venom peptides for structural and functional analysis via expression in the periplasm of E. coli. PLoS ONE. 2013;8:e63865. doi:10.1371/journal.pone.0063865.
Spohner SC, Muller H, Quitmann H, Czermak P. Expression of enzymes for the usage in food and feed industry with Pichia pastoris. J Biotechnol. 2015;202:118–34. doi:10.1016/j.jbiotec.2015.01.027.
Kuddus MR, Rumi F, Tsutsumi M, Takahashi R, Yamano M, Kamiya M, et al. Expression, purification and characterization of the recombinant cysteine-rich antimicrobial peptide snakin-1 in Pichia pastoris. Protein Expr Purif. 2016;122:15–22. doi:10.1016/j.pep.2016.02.002.
Mulder KC, de Lima LA, Aguiar PS, Carneiro FC, Franco OL, Dias SC, Parachin NS. Production of a modified peptide clavanin in Pichia pastoris: cloning, expression, purification and in vitro activities. AMB Express. 2015;5:129. doi:10.1186/s13568-015-0129-0.
Guo C, Huang Y, Zheng H, Tang L, He J, Xiang L, et al. Secretion and activity of antimicrobial peptide cecropin D expressed in Pichia pastoris. Exp Ther Med. 2012;4:1063–8. doi:10.3892/etm.2012.719.
Müller H, Salzig D, Czermak P. Considerations for the process development of insect-derived antimicrobial peptide production. Biotechnol Prog. 2015;31:1–11. doi:10.1002/btpr.2002.
Vincentelli R, Cimino A, Geerlof A, Kubo A, Satou Y, Cambillau C. High-throughput protein expression screening and purification in Escherichia coli. Methods. 2011;55:65–72. doi:10.1016/j.ymeth.2011.08.010.
Pacheco B, Crombet L, Loppnau P, Cossar D. A screening strategy for heterologous protein expression in Escherichia coli with the highest return of investment. Protein Expr Purif. 2012;81:33–41. doi:10.1016/j.pep.2011.08.030.
Unger T, Jacobovitch Y, Dantes A, Bernheim R, Peleg Y. Applications of the Restriction Free (RF) cloning procedure for molecular manipulations and protein expression. J Struct Biol. 2010;172:34–44. doi:10.1016/j.jsb.2010.06.016.
Li MZ, Elledge SJ. Harnessing homologous recombination in vitro to generate recombinant DNA via SLIC. Nat Methods. 2007;4:251–6. doi:10.1038/NMETH1010.
Scholz J, Besir H, Strasser C, Suppmann S. A new method to customize protein expression vectors for fast, efficient and background free parallel cloning. BMC Biotechnol. 2013;13:12. doi:10.1186/1472-6750-13-12.
Engler C, Kandzia R, Marillonnet S. A one pot, one step, precision cloning method with high throughput capability. PLoS ONE. 2008;3:e3647. doi:10.1371/journal.pone.0003647.
Engler C, Gruetzner R, Kandzia R, Marillonnet S. Golden gate shuffling: a one-pot DNA shuffling method based on type IIs restriction enzymes. PLoS ONE. 2009;4:e5553. doi:10.1371/journal.pone.0005553.
Schreiber C, Müller H, Salzig D, Czermak P. A novel approach of a modular plasmid library for expression screening in Escherichia coli. J Biotechnol. 2014;185:S56. doi:10.1016/j.jbiotec.2014.07.190.
Schreiber C, Weidner T, Salzig D, Czermak P. Expression screening in Escherichia coli using a Golden Gate based modular plasmid library. New Biotechnol. 2016;33:S48–9. doi:10.1016/j.nbt.2016.06.893.
Pöppel A-K, Koch A, Kogel K-H, Vogel H, Kollewe C, Wiesner J, Vilcinskas A. Lucimycin, an antifungal peptide from the therapeutic maggot of the common green bottle fly Lucilia sericata. Biol Chem. 2014. doi:10.1515/hsz-2013-0263.
Stahl S, Nygren PA, Uhlen M. Strategies for gene fusions. Methods Mol Biol. 1997;62:37–54. doi:10.1385/0-89603-480-1:37.
Miroux B, Walker JE. Over-production of proteins in Escherichia coli: mutant hosts that allow synthesis of some membrane proteins and globular proteins at high levels. J Mol Biol. 1996;260:289–98. doi:10.1006/jmbi.1996.0399.
Hammarstrom M, Hellgren N, van Den Berg S, Berglund H, Härd T. Rapid screening for improved solubility of small human proteins produced as fusion proteins in Escherichia coli. Protein Sci. 2002;11:313–21. doi:10.1110/ps.22102.
Hammarstrom M, Woestenenk EA, Hellgren N, Härd T, Berglund H. Effect of N-terminal solubility enhancing fusion proteins on yield of purified target protein. J Struct Funct Genomics. 2006;7:1–14. doi:10.1007/s10969-005-9003-7.
Balzer S, Kucharova V, Megerle J, Lale R, Brautaset T, Valla S. A comparative analysis of the properties of regulated promoter systems commonly used for recombinant gene expression in Escherichia coli. Microb Cell Fact. 2013;12:26. doi:10.1186/1475-2859-12-26.
Cregg JM. Pichia protocols. 2nd ed. Totowa: Humana Press; 2007.
Waters MG, Evans EA, Blobel G. Prepro-α-factor has a cleavable signal sequence. J Biol Chem. 1988;263:6209–14.
Govindappa N, Hanumanthappa M, Venkatarangaiah K, Periyasamy S, Sreenivas S, Soni R, Sastry K. A new signal sequence for recombinant protein secretion in Pichia pastoris. J Microbiol Biotechnol. 2014;24:337–45.
Yang S, Kuang Y, Li H, Liu Y, Hui X, Li P, et al. Enhanced production of recombinant secretory proteins in Pichia pastoris by optimizing Kex2 P1′ site. PLoS ONE. 2013;8:e75347. doi:10.1371/journal.pone.0075347.
Sinha J, Plantz BA, Inan M, Meagher MM. Causes of proteolytic degradation of secreted recombinant proteins produced in methylotrophic yeast Pichia pastoris: case study with recombinant ovine interferon-τ. Biotechnol Bioeng. 2005;89:102–12. doi:10.1002/bit.20318.
Kollewe C, Vilcinskas A. Production of recombinant proteins in insect cells. Am J Biochem Biotechnol. 2013;9:255–71. doi:10.3844/ajbbsp.2013.255.271.
Spohner SC, Schaum V, Quitmann H, Czermak P. Kluyveromyces lactis: an emerging tool in biotechnology. J Biotechnol. 2016;222:104–16. doi:10.1016/j.jbiotec.2016.02.023.
Emami S, Yee M-C, Dinneny JR. A robust family of Golden Gate Agrobacterium vectors for plant synthetic biology. Front Plant Sci. 2013;4:339. doi:10.3389/fpls.2013.00339.
LifeTechnologies Invitrogen. PichiaPink™ Expression System 2014. 0000717th ed. Carlsbad.
Higgins DR, editor. Pichia protocols. Totowa: Humana Press; 1998.
Lin-Cereghino J, Wong WW, Xiong S, Giang W, Luong LT, Vu J, et al. Condensed protocol for competent cell preparation and transformation of the methylotrophic yeast Pichia pastoris. Biotechniques. 2005;38:44, 46, 48.
Weis R, Luiten R, Skranc W, Schwab H, Wubbolts M, Glieder A. Reliable high-throughput screening with Pichia pastoris by limiting yeast cell death phenomena. FEMS Yeast Res. 2004;5:179–89. doi:10.1016/j.femsyr.2004.06.016.
CS and HM were equally involved in all aspects of the experimental design, data collection, analysis and interpretation, and drafted the manuscript. DS helped to develop the theoretical framework for the modular plasmid library and revised the manuscript. MK cloned the E. coli expression plasmids and carried out the expression screening in E. coli. OB cloned the P. pastoris expression plasmids and carried out the expression screening in P. pastoris. DH, TW and PC commented on, revised and approved the manuscript. PC is the head of the research program. All authors read and approved the final manuscript.
The authors address special thanks to the project funding provided by the Hessian Ministry of Science and Art via the LOEWE excellence initiative (Grant No. IIIL5-518/19.004) and thank Dr. Richard M. Twyman for linguistic corrections of the draft.
The authors declare that they have no competing interests.
Availability of data and materials
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
The authors are grateful for project funding provided by the Hessian Ministry of Science and Art via the LOEWE excellence initiative, which provided a generous grant for research focused on ‘Insect Biotechnology’.
Christine Schreiber and Hagen Müller contributed equally to this work
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Schreiber, C., Müller, H., Birrenbach, O. et al. A high-throughput expression screening platform to optimize the production of antimicrobial peptides. Microb Cell Fact 16, 29 (2017). https://doi.org/10.1186/s12934-017-0637-5
- Antimicrobial peptides
- Expression screening
- Recombinant protein production
- Golden Gate cloning
- Combinatorial library
- E. coli
- P. pastoris
- Expression strain
- Fusion protein