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Expression of in vivo biotinylated recombinant antigens SAG1 and SAG2A from Toxoplasma gondii for improved seroepidemiological bead-based multiplex assays

BMC Biotechnology volume 20, Article number: 53 (2020) Cite this article

Abstract

Background

Few bead-based multiplex assays have been described that detect antibodies against the protozoan parasite Toxoplasma gondii in large-scale seroepidemiological surveys. Moreover, each multiplex assay has specific variations or limitations, such as the use of truncated or fusion proteins as antigens, potentially masking important epitopes. Consequently, such an assay must be developed by interested groups as none is commercially available.

Results

We report the bacterial expression and use of N-terminal fusion-free, soluble, in vivo biotinylated recombinant surface antigens SAG1 and SAG2A for the detection of anti-T. gondii IgG antibodies. The expression system relies on three compatible plasmids. An expression construct produces a fusion of maltose-binding protein with SAG1 (or SAG2A), separated by a TEV protease cleavage site, followed by a peptide sequence recognized by E. coli biotin ligase BirA (AviTag), and a terminal six histidine tag for affinity purification. TEV protease and BirA are encoded on a second plasmid, and their expression leads to proteolytic cleavage of the fusion protein and a single biotinylated lysine within the AviTag by BirA. Correct folding of the parasite proteins is dependent on proper disulfide bonding, which is facilitated by a sulfhydryl oxidase and a protein disulfide isomerase, encoded on the third plasmid. The C-terminal biotinylation allowed the oriented, reproducible coupling of the purified surface antigens to magnetic Luminex beads, requiring only minute amounts of protein per determination. We showed that an N-terminal fusion partner such as maltose-binding protein negatively influenced antibody binding, confirming that access to SAG1’s N-terminal epitopes is important for antibody recognition. We validated our bead-based multiplex assay with human sera previously tested with commercial diagnostic assays and found concordance of 98–100% regarding both, sensitivity and specificity, even when only biotinylated SAG1 was used as antigen.

Conclusions

Our recombinant in vivo-biotinylated T. gondii antigens offer distinct advantages compared to previously described proteins used in multiplex serological assays for T. gondii. They offer a cheap, specific and sensitive alternative to either parasite lysates or eukaryotic-cell expressed SAG1/SAG2A for BBMA and other formats. The described general expression strategy can also be used for other antigens where oriented immobilization is key for sensitive recognition by antibodies and ligands.

Background

Toxoplasmosis is caused by the zoonotic protozoan parasite Toxoplasma gondii, a relative of Plasmodium spp., the malaria-causing pathogen. While the acute infection of healthy subjects with T. gondii is usually mild, an infection of severely immunocompromised individuals or of fetuses from seronegative pregnant women can have serious medical consequences, potentially leading to death if not treated [1].

Infection occurs either through the ingestion of undercooked or poorly processed meat from infected animals or via uptake of water or food contaminated by the environmentally resistant form shed by infected cats into the environment. Toxoplasmosis is amongst the most prevalent infectious diseases worldwide and it is estimated that roughly one third of the global human population is chronically infected [1, 2]. However, seroprevalence varies considerably both within and between countries [3], and it is thought to be dependent on various environmental factors including eating habits, food preferences, and contact with cats. Establishing statistically sound correlations between such risk factors and seropositivity requires that large representative cohorts are tested for antibodies directed against T. gondii. For example, the most reported seroprevalence data come from women, being either in child-bearing age or pregnant [3, 4]. This shortfall highlights the need for more representative large-scale studies; however, these comprehensive seroprevalence studies are often hampered by suboptimal tests. Thus, integrated surveillance approaches for public health that include multiplex serological assays for many pathogen antigens are needed [5,6,7]. Consequently, the establishment and optimization of bead-based multiplex assays (BBMA) based on the xMAP technology [8] that include T. gondii antigens are of considerable interest [5].

While a few studies have reported the application of bead-based multiplex assays that include T. gondii antigens, such assays differ substantially in detail [9,10,11,12,13] and none are commercially available. Given our interest in the epidemiology of T. gondii [14], we developed a bead-based multiplex assay based on the recombinant T. gondii antigens SAG1 (SRS29B) and SAG2A (SRS34A) – two of the most widely used diagnostic antigens [15]. Both are immunodominant surface proteins and elicit a strong humoral immune response in humans and infected animals [16]. However, recombinant SAG1 can be problematic to express in E. coli, and also may not mimic the native protein conformation. This difficulty is due to the six disulfide bonds required for proper conformation [17] that strongly influence immune recognition by human sera infected with T. gondii [18]. SAG1 has therefore been expressed in various eukaryotic hosts [19,20,21,22,23], yet this is more expensive and time-consuming. We here describe an optimized bacterial expression system that ensured correctly folded, soluble protein with oriented attachment via biotin binding to streptavidin-coated magnetic beads, which provided optimal presentation and antigenicity.

Results

Expression strategy of recombinant SAG1 (SAG2A)

The GPI-anchored surface proteins of T. gondii tachyzoites, which include SAG1 and SAG2A, have well-known N- and C-terminal topogenic signal sequences [16, 24]. However, surprisingly little attention has been paid in the past to their potential influence on antigenicity of the recombinant proteins used for diagnostic purposes when the N- and C-terminal signal sequences are left intact (see e.g. [11, 25,26,27,28,29]). Additionally, deletions or N-terminal fusions with relatively large glutathione-S-transferase (GST) protein tags have both been used, which may impact antigenicity. However, in the case of dimeric SAG1, a previous study by Graille et al. [30] provided convincing evidence that a conformational epitope of the monomers, important for recognition by human antibodies from infected individuals, is found at the N-terminus of the mature protein (Fig. 1).

Fig. 1
figure 1

Sequence comparison between the mature forms of SAG1 and SAG2A. The residue numbering is according to the full-length, unprocessed proteins, whereas only the sequences without N- and C-terminal topogenic sequences are displayed. The sequence identity is 24.3% and similarity 34.1%, respectively. All cysteines are highlighted in yellow. Matching colors of the boxes in each sequence indicate the residues involved in the respective disulfide bond and are connected by lines. The three matching Cys pairs of SAG2A were inferred from [17]. The amino acids in each monomer of SAG1 forming the epitope are underlined according to [30]. It consists of Thr67-Ala68-Leu69, Glu71, Pro73-Thr74, Tyr77, Asn80, Gln82 and Ser91-Cys92-Thr93-Ser94-Lys95-Ala96-Val97, all part of a loop. In a second much shorter loop of the structure there are three consecutive residues, Ile144-Lys145-Gly146, that are part of the epitope. No data for SAG2A exists in this respect

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This conclusion was based on the 3D structure of a complex of a monoclonal antibody (mAb) bound to SAG1. This mAb competes very efficiently with the binding of human antibodies by making contact with discontinuous N-terminal residues, forming what appears to be the immunodominant epitope of SAG1 (highlighted in blue in the dimeric form; Fig. 2) [30]. Thus, we considered it to be important to conserve the structural integrity, in particular access to the N-terminus of the protein, when expressing recombinant SAG1. Consequently, full length, non-fused and correctly folded dimeric SAG1 [17] is considered to be the best antigen for optimal recognition by human antibodies.

Fig. 2
figure 2

3D structure of the SAG1 dimer. This image is based on PDB 1ynt [17]. The six disulfide bonds in each monomer are depicted as yellow “double balls”. The two magenta circles at the top mark the N-terminal proline of the solved structure (Pro34 in Fig. 1); the single smaller one the C-terminal glycine (Gly286 in Fig. 1) in one of the monomers. Ball-and-stick structures in black and cyan are lysines, whereby the grey arrow heads mark those that are particularly surface-exposed (also visible by the cyan-colored surface cloud). The discontinuous epitope of each monomer is apparent by its blue surface cloud (blue stars) and the individual deep blue-colored residues (see Fig. 1 for their position)

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Furthermore, since our main objective was to use SAG1 in BBMA where the usual immobilization of proteins to the Luminex microbeads is via chemical coupling we reasoned that this could affect SAG1’s recognition by antibodies. In this immobilization procedure lysine side chains, in particular those that are surface-exposed, are coupled in a non-selective manner via EDC (1-Ethyl-3-[3- dimethylaminopropyl]carbodiimide hydrochloride) and Sulfo-NHS (N-hydroxysulfosuccinimide) to the carboxy groups of the beads. Dimeric SAG1 contains 40 lysine residues, of which 38 have a calculated solvent accessible surface area, SAS, (as determined in the known 3D structure) ≥ 40 Å2 (highlighted in black in Fig. 2). Of those, 21 have a SAS ≥ 100 Å2 (cyan in Fig. 2), providing a rich landscape of potential attachment sites. Several lie within or very close to the dominant epitope, thereby possibly destroying or severely affecting antibody binding. Consequently, a targeted immobilization strategy that would allow SAG1 to be coupled exclusively via its C-terminal end (similar to its GPI anchor attachment in the plasma membrane [24, 30];) could improve immune recognition by human sera.

It is long known that efficient humoral SAG1 recognition depends on correct folding of the protein. From Fig. 2 it is apparent that proper formation of three of the six disulfide bonds of SAG1 will directly affect the formation of the dominant epitope (see also Additional file 1: Movie S1). Recombinant truncated SAG1 versions lacking any of these disulfide bonds (e.g. [31]) will therefore be suboptimal.

Taken all this into account our rationale for the expression construct for SAG1 (and also SAG2A) was as follows: the recombinant protein should

  • contain the entire mature coding region to include all possible epitopes of the native protein (Fig. 1),

  • allow correct S-S bonding, thereby maximizing correct folding,

  • allow oriented, controllable immobilization on magnetic beads [32],

  • possess a cleavable fusion partner to aid in increased solubility.

Construction of a three-plasmid expression system for SAG1/SAG2A

To accomplish the above aims, pAviTag-MBP-SAG1 and pAviTag-MBP-SAG2A expression plasmids were designed (Fig. 3; Additional file 2 and 3: Sequence S1 and S2) and assembled (Methods). Both SAG1 and SAG2A were N-terminally fused with maltose binding protein (MBP), which promotes enhanced solubility during translation and folding [33]. After expression, MBP is later cleaved in situ so that access of antibody to the epitopes is not inhibited, as discussed above. Therefore, the constructs included MBP followed by a cleavage recognition site (tev) for the Tobacco Etch Virus (TEV) protease [34] that for SAG1 results in mature protein with Ser31 as the most N-terminal amino acid (see Additional file 4: Supplementary Figure S1A). The putative GPI-attachment site (Gly289) at the C-terminus was followed by a 4 kDa peptide sequence (AviTag) that can be recognized by E. coli biotin ligase BirA, which catalyzes the attachment of biotin at the lysine within the sequence [35]. The resulting biotinylated protein can thus be immobilized and oriented via its C-terminal end by biotin-streptavidin interaction. The AviTag was followed by a His6 tag for affinity purification by metal chelate affinity chromatography (Fig. 3; Additional file 4: Supplementary Fig. S1A).

Fig. 3
figure 3

Expression and purification scheme of SAG1bio(SAG2Abio)-His6. Protein expression of pMJS9 and pBAD1030G-TB is initiated by addition of arabinose (pre-expression), followed after 30 min by rhamnose. The produced MBPtev-SAG1-AviTag-His6 is subsequently biotinylated and the fusion protein is cleaved by TEV. The cleared BioSAG1 (BioSAG2A) lysate is purified by a three-step procedure – affinity chromatography, buffer exchange and removal of MPB-containing proteins

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The six disulfide bonds of SAG1 pose a challenge for correct folding in a reducing environment like the cytosol of E. coli [23]. We therefore chose the system developed by Nguyen et al. [36] that allows for improved cytoplasmic disulfide bond formation in E. coli (called ‘CyDisCo’). This consists of the pre-expression of a sulfhydryl oxidase combined with a protein disulfide isomerase (PDI) and can be transformed into an E. coli strain with gor and trxB gene deletions [36], which are involved in disulfide bond reduction. Their deletion and the additional expression of DsbC in the bacterial cytoplasm results in better disulfide bond formation in the E. coli strain SHuffle [37]. The plasmid pMJS9 also contained genes for codon-optimized sulfhydryl oxidase Erv1p from Saccharomyces cerevisiae and codon-optimized human PDI, which is regulated by an arabinose-inducible promoter [36] (Fig. 3).

As BirA is present only in very small amounts in E. coli cells, BirA overexpression is required for substantial in vivo biotinylation [38]. Thus, we also used a third plasmid, pBAD1030G-TB, which expresses TEV protease and BirA (Fig. 3; Additional file 4: Supplementary Figure S1B; Additional file 5: Sequence S3). Although BirA has been shown to be active as an N-terminal fusion protein [39] we opted for a construct where the sequences for TEV protease and BirA are separated by a tev cleavage site. Such an arrangement results in post-translational self-processing of the fusion protein in stoichiometric amounts of the individual protein entities [40].

The E. coli SHuffle strain transformed with the three plasmids (each possessing a different resistance gene as well as compatible replication origins) was named BioSAG1 (Fig. 3). A strain with pAviTag-MBP-SAG2A was similarly constructed and termed BioSAG2A.

Expression, purification and characterization of biotinylated SAG1 and SAG2A

Recombinant protein production in the BioSAG strains is initiated by the addition of arabinose, which induces expression of Erv1p and PDI on pMJS9 as well as TEV protease and BirA on pBAD1030G-TB due to the presence of the arabinose-inducible promoter on both plasmids. Such pre-expression has been reported previously to increase correct S-S bond formation [36] as well as biotinylation [38]. Next, rhamnose is added to produce MBPtev-SAG1-AviTag-His6 (MBPtev-SAG2A-AviTag-His6), on which the pre-expressed proteins act upon (i.e., forming disulfide bridges and proper folding by Erv1p, PDI and DsbC; cleavage of MBPtev-SAG1 and TEVtev-BirA by TEV protease; biotinylation by BirA). This regimen results in the soluble expression of an N-terminal fusion-free SAG1bio-His6. As shown in Fig. 4a, the cell lysate of BioSAG1 was separated into soluble and insoluble fractions, which were subsequently analyzed by SDS-PAGE and immunoblotting with the mouse mab (DG52) that recognizes a disulfide bond-dependent conformational epitope [18, 23, 41]. While the pellet still contained substantial amounts of insoluble protein, DG52 recognizes its epitope in both fractions, which is indicative of proper disulfide bond generation. The in situ cleavage of MBP by TEV protease was rather efficient since only small amounts of DG52 reactivity was seen at a size of > 70 kDa, which is the size of the fusion protein (calculated Mw of 74,8 kDa). As shown in Fig. 4b, BirA was detected as a single protein band of the expected size (~ 37 kDa) upon induction only in a strain that contains pBAD1030G-TB. This indicated successful self-cleavage of the TEVtev-BirA fusion protein. The endogenous BirA was undetectable in a strain lacking the plasmid, which is consistent with the low endogenous amount of the BirA ligase under standard growth conditions [42, 43].

Fig. 4
figure 4

Production of soluble fusion-free SAG1 and self-processing of TEVtev-BirA fusion protein. a Western blot of insoluble (pellet) and soluble fractions (SN) of an induced BioSAG1 lysate with anti-SAG1 mab DG52, indicating substantial soluble and processed protein production of SAG1. b Stained membrane of a bacterial lysate with (TEV-BirA) or without (Ø) plasmid pBAD1030G-TB (left) followed by detection of BirA by a mouse mab directed against it (right). * contamination from left lane. c Silver-stained SDS-PAG of purified SAG1bio-His6 (left) containing uncleaved MBPtev-SAG1bio-His6 and detection of biotinylation by Sav-HRPO (right). Images of gels and blots were cropped; full-length blots/gels are presented in Additional file 8: Supplementary Fig. S2

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The addition of a second affinity chromatography step to the purification procedure (see Fig. 3 and Methods) allowed for the entire MBP (cleaved or as fusion) to be retained on the dextrin affinity column after prior buffer exchange of the eluate on a desalting column. This led to the purification of SAG1bio-His6 and SAG2Abio-His6 to near homogeneity (Fig. 5a). Both proteins were also biotinylated (Fig. 5b, c), as indicated by probing the blot with Sav.

Fig. 5
figure 5

Purity and biotinylation assessment of SAG1bio-His6 and SAG2Abio-His6. a Silver staining of SDS-PAG of purified proteins. b Western blot analysis (same protein amounts as in A) with anti-His6 antibody to detect the proteins, or c, streptavidin, both coupled to horseradish peroxidase. The “bleached” signal for SAG2Abio-His6 in C was due to very strong chemiluminescence. Images of gels and blots were cropped; full-length blots/gels are presented in Additional file 8: Supplementary Fig. S2

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Using this expression system, we could purify several hundred micrograms of pure SAG1bio-His6 and SAG2Abio-His6, respectively, from one liter of bacterial culture. It should be noted, however, that protein preparations that contain uncleaved MBPtev-SAG1bio-His6 (Fig. 4c) that had been co-purified on the metal chelate affinity column could still be used efficiently for BBMA, with a higher overall yield than the optimized 3-step protocol.

Bead-based multiplex assay with biotinylated SAG1 and SAG2A as antigens

The overall aim of this study was to establish a BBMA with biotinylated SAG1 and SAG2A as antigens for analyzing seroconversion resulting from T. gondii infection in humans. Magnetic beads have distinct advantages over non-magnetic beads, including the ease of processing and higher bead recovery [8, 44]. Since at the beginning of these studies the Sav-coated MagPlex® microbeads were not commercially available, we custom-prepared them by chemical coupling of Sav to various bead regions (see Methods).

We determined the minimal amount of protein that would be required to obtain maximal MFI with human control sera of known anti-T. gondii IgG antibody titers (Fig. 6a). Ten nanograms per serum sample of a SAG1bio-His6 preparation similar to Fig. 4c were sufficient to obtain an MFI of > 25,000, the maximum MFI value that is usually informative. The human control sera could be titrated down to more than a 1:12,000 dilution and still possess positive signals above those obtained by a negative control serum (Fig. 6a). This indicates that the obtained dose-response curve also allows low amounts of antibodies to be specifically detected.

Fig. 6
figure 6

Evaluation of anti-SAG1bio-His6 and anti-SAG2Abio-His6 responses by BBMA. a Titration of human sera with different anti-T. gondii titers (in IU) against SAG1bio-His6 (10 ng/1500 Sav-coated beads per sample): Orange - highly positive (> 200 IU/mL), blue - medium positive (63 IU/mL) and gray - negative serum, respectively. b, c Comparison of BBMA MFI of 11 anti-T. gondii antibody-positive and 16 -negative sera with titers determined by a commercial ELISA (Euroimmun) for SAG1bio-His6 (b) and SAG2Abio-His6 (c). Pearson’s correlation coefficients: 0.96 for SAG1bio-His6 and 0.94 for SAG2Abio-His6. d, e Comparison of BBMA MFI of 50 positive and 50 negative sera with titers determined by a commercial ELIFA for SAG1bio-His6 (d) and SAG2Abio-His6 (e). Pearson’s correlation coefficients: 0.96 for SAG1bio-His6 and 0.89 for SAG2Abio-His6. Shaded areas in b-e indicate 95% CI. f Receiver-operator curve comparing the BBMA with the commercial ELIFA for SAG1bio-His6 (gray line) and SAG2Abio-His6 (orange line). Area under curve: 1.0 for SAG1bio-His6 and 0.99 for SAG2Abio-His6

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Using a panel of 27 human sera that were previously tested positive (11 sera) or negative (16 sera) for anti-T. gondii antibodies using a commercial ELISA (Euroimmun), both antigens allowed a clear distinction between those donors. We noted a good correlation between positive titers determined by the commercial test versus our BBMA titers (Fig. 6b and c). To verify these results, we analyzed an additional set of 50 positive and 50 negative sera (Fig. 6d and e). The titers in these human sera had been previously determined using a commercial, clinically-used automated ELIFA (bioMérieux). In comparative studies this commercial assay had shown a sensitivity above 99% and specificity above 98% [45]. We obtained similar results with SAG1bio-His6, which allowed for a perfect discrimination between positive and negative sera as classified by the ELIFA. In contrast, our analysis using SAG2Abio-His6 beads showed a slightly lower sensitivity and specificity of 98% each (see also Table 1).

Table 1 Comparison of published BBMAs for detection of anti-T. gondii IgG antibodies
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Finally, the high diagnostic value of our recombinant proteins in a BBMA was indicated by our testing of a panel of 102 sera with titers slightly below or above the diagnostic cut-off of the ELIFA (8 IU/mL). In this assay, the sera between 4 and 8 IU/mL are classified as equivocal, while sera above 8 and below 4 IU/mL are considered positive or negative, respectively, by the manufacturer. By comparing these results with those values for our BBMA for SAG1bio-His6 and SAG2Abio-His6, the equivocal sera could also not be discriminated. This showed an almost perfect 50/50 ratio of positive and negative sera (Fig. 7). In contrast, using sera at ≥8 IU/mL or < 4 IU/mL, we were able to classify each with high confidence as either positive or negative. We conclude that a highly similar performance and sensitivity of our BBMA can be obtained as compared to that of commercial assays, even when sera close to the cut-off values are analyzed.

Fig. 7
figure 7

Discriminatory power between positive and negative sera around the ELIFA cut-off by SAG1bio-His6 and SAG2Abio-His6 employed in the BBMA. A total of 102 sera classified as negative (< 4 IU/mL), equivocal (4 to ≤8 IU/mL) or positive (≥ 8 IU/mL) by automated ELIFA were analyzed by BBMA. a Receiver-operator curve analysis with SAG1bio-His6 as antigen, or b SAG2Abio-His6. Area under curve for SAG1bio-His6: 0.47 for equivocal sera and 0.92 for unequivocal sera. Area under curve for SAG2Abio-His6: 0.58 for equivocal sera and 0.90 for unequivocal sera

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N-terminal MBP influences binding of human antibodies to SAG1

As a proof for our hypothesis that N-terminal fusions to SAG1 would influence the binding of human antibodies, we coupled MBPtev-SAG1bio-His6 purified from a strain devoid of TEV but expressing BirA (from pBAD1030G-B; Additional file 6: Sequence S4) to Sav-coated beads (Fig. 8 inlet). We then added TEV protease to one half of the beads to release MBP from SAG1 and incubated them for various time points. The cleavage was very efficient even after 1 h, which is indicated by only minute anti-MBP mab binding (Fig. 8). Since the amount of bead-bound SAG1bio should be identical between both conditions, we probed these beads as well as TEV protease-untreated beads to quantitatively compare the binding of anti-SAG1-directed antibodies present in human sera. Whereas the negative sera showed no binding in any condition, the removal of MBP lead to a higher fluorescence intensity (30–35%; Fig. 8) with the four tested sera. The level of intensity was less pronounced (10–20%, depending on the serum) with lower amounts of initial protein (data not shown). Notably, the observed high activity of TEV protease on the fusion protein allowed the omission of both the in situ cleavage by plasmid-encoded TEV protease and the dextrin affinity column step. Instead, one could just rely on the in vitro cleavage protocol of MBPtev-SAG1bio-His6, purified only by metal chelate affinity chromatography.

Fig. 8
figure 8

Recognition of SAG1bio-His6 in dependence of MBP as fusion partner. Inlet shows purified MBPtev-SAG1bio-His6 used in this assay. Red bars indicate a non-treated sample, whereas the grey/black bars represent samples that were treated for different time points with TEV protease. Percentages given compare mean MFI values of the respective three treated assays to those of the untreated controls (range in parentheses). P, positive human sera of differing titers; N, negative human sera. The gel image was cropped; the full-length gel is presented in Additional file 8: Supplementary Fig. S2

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We conclude that N-terminal fusion proteins do influence the binding of human antibodies to SAG1 and that their removal result in less protein being required for BBMA. However, uncleaved MBPtev-SAG1bio-His6 is still a very useful diagnostic antigen in this context.

Discussion

We have described the production of biotinylated antigens SAG1 and SAG2A of T. gondii for BBMA applications that have distinct advantages as compared to those previously described in the literature (Table 1). Specifically, lower amounts of E. coli-derived SAG1bio-His6 are required per assay, even when using protein preparations containing proportions of uncleaved MBPtev-SAG1. Recombinant SAG1 produced in eukaryotic HeLa cells [12, 47] requires detection by a biotinylated secondary antibody, which is known to increase the sensitivity in BBMA [48] in order to reach the reported 1 μg/1 × 106 beads. However, both of these components cause higher costs per determination. Even though our approach requires Sav as an additional compound, Sav can also be efficiently produced in E. coli, which further reduces costs [49, 50]. Using SAG2Abio in BBMA resulted in higher MFI and thus an IU/mL with similar discriminatory power between seropositive and seronegative sera (Fig. 6), as was used successfully in prior studies [10, 11]. The specificity and sensitivity (accuracy) was in our hands slightly lower, however, as compared to SAG1bio. Combining both proteins into a single BBMA was shown recently to be essential for satisfactory accuracy [11]. In some humans with overall low anti-T. gondii antibody titers, the immune response might be directed toward more than one antigen, as has been reported for other T. gondii antigens [51]. Nevertheless, we show here that both proteins can be used alone with very high accuracy, even with challenging sera close to cut-off values of commercial assays. While we have not specifically tested sera derived from humans infected with different pathogens for cross-reactivity this can be evaluated in future large scale sero-epidemiological BBMA studies. However, SAG1 has been shown in the past to be a highly specific diagnostic antigen [15], able to discriminate infections caused even by closely related Apicomplexa [52, 53].

In another apicomplexan parasite, Babesia sp., GPI-anchored surface proteins and their soluble versions that are released after enzymatic cleavage can elicit antibodies of different parasite-neutralizing potency [54]. The authors suggested that different protein conformations (due to lost membrane anchorage) are responsible for this effect. For diagnostic purposes, we also considered it advantageous that SAG1 (SAG2A) should resemble the native protein on the parasite’s surface as much as possible. We mimicked the conditions under which SAG1 (and to lesser extent SAG2A) would be able to form proper disulfide bonds in the reducing environment of E. coli and at the same time would result in soluble, biotinylated and N-terminal fusion-free proteins. MBP and GST are two widely used fusion partners supporting enhanced solubility and stability but also provide an affinity handle for purification. Both proteins were already used in the past as fusions with SAG1/SAG2A for diagnostic purposes [10,11,12, 21, 26, 47, 55, 56].

Here we provide direct quantitative evidence for a substantial influence of N-terminal fusion partners on the binding of human antibodies to SAG1. This is consistent with Graille et al. [30] who reported that the major epitope of SAG1 is at the N-terminus. Thus, MBP or GST protein tags could hinder antibody access. This notion is also supported by a recent BBMA study that included GST-SAG1 fusion protein bound with its N-terminus to beads and which reported sensitivity and specificity of less than 87% towards human sera [11].

GST fusions have previously been described as a general method for the directed coupling of antigens to user-modified Luminex beads [57]. For this, a cross-linked casein-glutathione adduct is custom-synthesized via a three-step chemical procedure before it can be coupled via EDC/NHS chemistry to carboxylated beads. GST fusion proteins then bind with sufficient affinity (Kd = 6.9 × 10− 9 mol/L) to the beads [57]. However, this system has several drawbacks: (i) it requires lengthy synthesis of the casein-glutathione adduct; (ii) antibodies against GST are present in human populations exposed to the helminth Schistosoma sp., from which this protein is derived from [58]. This limits its usefulness in endemic areas and requires an additional control bead region with GST alone for the assay; (iii) GST, in contrast to MBP, has four cysteines, which could form non-intended disulfide bonds with the fusion partner [59], thereby compromising proper disulfide formation of an antigen, like in the case of SAG1/SAG2A.

In contrast, the SAG1bio-His6 can directly be added to MagPlex®-Avidin beads that are now commercially available, or, as described here, by chemical coupling of commercially available streptavidin to regular magnetic MagPlex® beads. Alternatively, SAG1bio-His6 can be directly immobilized onto non-magnetic commercial LumAvidin beads. The Avi-His6 tag adds only a 4 kDa additional C-terminal ‘tail’ which is expected not to interfere with antibody recognition or being recognized by human sera. A further advantage of SAG1bio-His6 is the extremely tight interaction with Sav (Kd ≈ 10− 14 mol/L). This makes a single affinity purification on a metal chelate matrix sufficient as all impurities can be washed away under stringent washing conditions after the incubation of SAG1bio-His6 with Sav-coupled MagPlex® beads. In fact, metal chelate affinity chromatography is only used to remove superfluous free biotin that would otherwise compete with SAG1bio-His6 binding to Sav.

Conclusions

We have described a sophisticated, yet straightforward E. coli expression system for the production of the recombinant antigens SAG1 and SAG2A of the protozoan parasite T. gondii in soluble, correctly folded and C-terminally biotinylated forms (SAG1bio-His6 and SAG2Abio-His6). The two proteins were shown to react specifically and with high sensitivity with human infection sera in a BBMA format, which is based on the oriented immobilization of the proteins on Sav-coated magnetic beads. Taking advantage of the possibility to separate the N-terminal fusion partner MBP from SAG1bio-His6 via TEV protease, we showed that such a fusion partner can negatively influence the accessibility of human antibodies to the major N-terminal epitope of SAG1. We propose that both proteins in this format are attractive replacements (either alone or in combination) for the previously described T. gondii antigens in multiplex assays intended for large-scale seroepidemiological studies. The general expression strategy described herein will also be useful for other antigens where oriented immobilization is key for recognition by antibodies or ligands.

Methods

Sequence and structural analyses

The pairwise sequence alignment of SAG1 (SRS29B; TGGT1_233460; see ToxoDB.org) and SAG2A (SRS34A; TGME49_271050) according to Needleman-Wunsch was performed with EMBOSS Needle [60]. PredGPI [61] was used for cleavage site predictions of GPI-anchored proteins. For homology modeling of SAG2A onto SAG1 (PDB 1KZQ) [17], the SWISS-MODEL server was used [62]. 3D structures were inspected and visualized with UCSF Chimera 1.11.2 [63], which was also used to calculate the solvent accessible surface area of SAG1’s lysines.

Plasmid constructs

Construction of pAviTag-MBP-SAG1 and pAviTag-MBP-SAG2A

The coding sequence of SAG1 (aa 31–289) was PCR-amplified with Phusion polymerase (NEB Germany) using the primers 2CT-SAG1-a and 2CT-SAG1-s (see Additional file 7: Table S1 for primer sequences) from plasmid pSAG1-GPI [24] and inserted into SspI-cut p2CT-10 (a gift from Scott Gradia; Addgene plasmid # 55209) using the SLiCE (Seamless Ligation Cloning Extract) method [64]. The E. coli strain JM109 containing pKD56 [65] was used for extract preparation and for the expression of recombinant p2CT-MBP-SAG1, which encodes the entire mature SAG1 protein from T. gondii strain RH with a maltose binding protein (MBP) fusion separated by 10 asparagine residues, and followed by a TEV protease cleavage site (tev; see Fig. 3c). This plasmid served as the template to amplify MBP-SAG1 (without the N-terminal 6 histidines (His6)) with primers MBP-pAvi-fwd and SAG-pAvi-rev for cloning into pAviTag-C-Kan (Expresso Biotin Cloning and Expression System; Lucigen) following the supplier’s instructions. The resulting plasmid, pAviTag-MBP-SAG1, encoded the MBP-SAG1 fusion protein with a C-terminal biotinylation tag (AviTag), followed by His6 for purification of full-length proteins via metal chelate affinity chromatography upon induction with rhamnose (Fig. 3).

For cloning of SAG2A, the genomic DNA from strain RH was used as template for PCR amplification using Phusion polymerase with the primers MBP-SAG2A-fwd and SAG2A-Avi-rev. The resulting fragment encodes the sequence from amino acids 27 to 162 and was cloned via SLiCE into BamHI- and PstI-cut pAviTag-MBP-SAG1. This expression plasmid was called pAviTag-MBP-SAG2A (Fig. 3a, b).

Construction of pBAD1030G-TB and pBAD1030G-B

For co-expression of the TEV protease and biotin ligase (BirA), the fused genes (Additional file 4: Supplementary Figure S1B) were re-amplified from plasmid pCTAB (unpublished) where they had been previously assembled via circular polymerase extension cloning (CPEC) [66] using plasmids pRK793 [34] and pDW363 [67] as templates (both plasmids a gift from David Waugh (Addgene plasmid # 8827 and # 8842)). Using primers pRSF1030G-fwd/ -rev and Phusion polymerase for PCR amplification, the resulting product was cloned using SLiCE into the plasmid pBAD1030G [68] (a kind gift of John E. Cronan). The resulting plasmid pBAD1030G-TB allowed expression of TEV protease and BirA as two separate proteins upon self-cleavage of the fusion protein at the internal tev site (Fig. 3a; Additional file 4: Supplementary Figure S1B) [40]. To obtain a plasmid without TEV, pBAD1030G-TB was digested with NcoI and BspHI (which removes the TEV coding sequence and produces compatible overhangs) and then religated to yield plasmid pBAD1030G-B, expressing BirA only.

The sequences of all relevant parts of newly assembled plasmids were confirmed by Sanger sequencing. The sequences of the expression constructs except pMJS9 are provided as Additional files 2, 3, 5, 6: Sequence S1, S2, S3 and S4.

E. coli strains BioSAG1 and BioSAG2A

We transformed plasmids pAviTag-MBP-SAG1 (or pAviTag-MBP-SAG2A), pBAD1030G-TB and pMJS9 (expressing the codon-optimized sulfhydryl oxidase Erv1p from S. cerevisiae and codon-optimized human protein disulfide isomerase (PDI) [36]) into E. coli SHuffle (NEB). The three plasmids possess different antibiotic resistance genes (for kanamycin, gentamycin and chloramphenicol, respectively) as well as compatible replication origins (Fig. 3a). This allowed their stable propagation in the resulting strains, which were named BioSAG1 or BioSAG2A, respectively.

Expression and purification of recombinant proteins

For expression of SAG1 or SAG2A, the BioSAG1 or BioSAG2A strains were grown in 500 mL LB medium at 37 °C to an OD600 of 0.5–0.6. Then the expression was pre-induced by the addition of arabinose (final concentration 0.5%) for two hours at 37 °C before SAG1 or SAG2A induction by rhamnose (final concentration 0.2%). The medium was also supplemented with biotin (50 μM final concentration). Induced cultures were then incubated for 18 h at 30 °C before centrifugation and resuspension of the pellet in 10 mL lysis buffer (50 mM NaH2PO4, 300 mM NaCl, 10 mM imidazole; containing cOmplete EDTA-free protease inhibitors (Roche); 1000 U Benzonase and 1 mg/mL lysozyme), followed by 30 min incubation at 4 °C. Cell disruption was performed by ultrasonication. The cleared cell lysates were passed over a 1 mL HisTALON Superflow Cartridge (TaKaRa) for metal chelate affinity chromatography, with 50 mM NaH2PO4, 300 mM NaCl, 20 mM imidazole as wash buffer. The bound fractions were eluted by a linear imidazole gradient from 20 to 500 mM and the eluates were then pooled. The buffer was subsequently exchanged to PBS on a 5 mL HiTrap Desalting column (GE Healthcare). This column was directly attached to a 1 mL MBP-Trap HP column (GE Healthcare) for final removal of MBP. All chromatographic procedures were performed on an ÄktaPurifier FPLC system as described by the manufacturer (GE Healthcare). The protein concentration was determined using the BCA assay (Thermo Fisher).

SDS-PAGE, Western blot analysis and antibodies

10% or 12% SDS-PAGE, silver staining and Western blotting were performed using standard protocols. Staining/destaining of nitrocellulose membranes with DirectBlue 71 was performed as described [69]. The following primary and secondary antibodies were used with the indicated dilutions: mouse anti-MBP monoclonal antibody (NEB) (1:1000); mouse anti-6His tag monoclonal antibody (MAK 1396; Linaris GmbH) (1:2000); mouse anti-BirA monoclonal antibody (5B11c3–3; Novus Biologicals) (1:1000); goat IgG anti-human IgG (Fc)-RPE (1:333); donkey anti-mouse IgG (H + L) RPE-F(ab’)2 fragment (1:500); streptavidin-HRPO (1:1000); goat IgG anti-mouse IgG (H + L)-HRPO (1:5000) (all Jackson ImmunoResearch Laboratories). The detection of secondary antibodies was performed using Super Signal West Dura Extended Duration Substrate (Pierce) according to the manufacturer’s instructions.

The description and evaluation of human sera used in this study as either seropositive or -negative using either the VIDAS TOXO IgG enzyme-linked fluorescent immunoassay (ELIFA; bioMérieux) or the anti-Toxoplasma gondii-IgG ELISA (Euroimmun, Lübeck, Germany) were published previously [14, 70].

Streptavidin coupling to beads and sera analysis by BBMA

The coupling of recombinant Sav (Anaspec; 25 μg/1,5 × 106 MagPlex® beads, region 33) and performing the BBMA proceeded according to the instructions of the xMAP® Cookbook [71] and have been described in detail previously [70]. We did not observe notable differences in binding of biotinylated antigens and concomitant maximal signal intensities with standard sera and different batches of custom-prepared Sav beads (data not shown). Depending on the preparation, between 10 and 100 ng SAG1bio-His6 (or SAG2Abio-His6) were added to 1500 Sav-coated beads (per well) and bound human antibodies were detected with a 1:333 dilution of goat IgG anti-human IgG (Fc)-RPE. Human serum albumin (Sigma-Aldrich) or unconjugated goat IgG anti-human IgG (H + L) (Jackson ImmunoResearch Laboratories) coupled to different bead regions were included as negative or positive controls, respectively [70].

Data analysis

Data analyses (plotting, quantification, and statistical analyses) in Figs. 6 and 7 were performed using the open source statistics software R (version 3.5.1) [72] in conjunction with packages drLumi [73] and pROC [70, 74]. For other analyses Prism 8 (GraphPad) was used.

In vitro TEV digestion and analysis of MBPtev-SAG1bio-His6F

For in vitro TEV digestion, 1.5 μg purified MBPtev-SAG1bio-His6 were first incubated either without or with 10 U TEV protease (NEB) in a final volume of 50 μl 1x TEV reaction buffer and incubated at 30 °C for 1 h or 4 h, or overnight at 4 °C. After incubation, 3 × 104 Sav-coated MagPlex® beads were added, incubated with shaking for 1 h, then beads were washed and resuspended in PBS/1%BSA. A total of 1500 beads for each of the different conditions were then analyzed as above, using either the anti-MBP antibody followed by donkey anti-mouse-PE, or human sera followed by anti-human IgG (Fc)-RPE, as described above.

Availability of data and materials

All data generated or analyzed during this study are included in this published article (and its supplementary information files). Plasmids are available upon request.

Abbreviations

BBMA:

Bead-based multiplex assay

BirA:

Biotin ligase from E. coli

EDC:

1-Ethyl-3-[3- dimethylaminopropyl]carbodiimide hydrochloride

ELIFA:

Enzyme-linked immunofluorescent assay

ELISA:

Enzyme-linked immunosorbent assay

GPI:

Glycosylphosphatidylinositol

GST:

Glutathione-S-transferase

HRPO:

Horseradish peroxidase

IU:

International units

mab:

Monoclonal antibody

MBP:

Maltose-binding protein

MFI:

Mean fluorescent intensity

PDI:

Protein disulfide isomerase

R-PE:

R-Phycoerythrin

SAS:

Solvent accessible surface area

Sav:

Streptavidin

SDS-PAG(E):

Sodium dodecyl sulfate polyacrylamide gel (electrophoresis)

Sulfo-NHS:

N-hydroxysulfosuccinimide

TEV:

Tobacco Etch Virus

References

  1. Montoya JG, Liesenfeld O. Toxoplasmosis. Lancet. 2004;363(9425):1965–76.

    Article  CAS  PubMed  Google Scholar 

  2. Torgerson PR, de Silva NR, Fèvre EM, Kasuga F, Rokni MB, Zhou X-N, Sripa B, Gargouri N, Willingham AL, Stein C. The global burden of foodborne parasitic diseases: an update. Trends Parasitol. 2014;30(1):20–6.

    Article  PubMed  Google Scholar 

  3. Molan A, Nosaka K, Hunter M, Wang W. Global status of Toxoplasma gondii infection: systematic review and prevalence snapshots. Trop Biomed. 2019;36(4):898–925.

    PubMed  Google Scholar 

  4. Pappas G, Roussos N, Falagas ME. Toxoplasmosis snapshots: global status of Toxoplasma gondii seroprevalence and implications for pregnancy and congenital toxoplasmosis. Int J Parasitol. 2009;39:1385–94.

    Article  PubMed  Google Scholar 

  5. Arnold BF, Scobie HM, Priest JW, Lammie PJ. Integrated serologic surveillance of population immunity and disease transmission. Emerg Infect Dis. 2018;24(7):1188–94.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Arnold BF, van der Laan MJ, Hubbard AE, Steel C, Kubofcik J, Hamlin KL, Moss DM, Nutman TB, Priest JW, Lammie PJ. Measuring changes in transmission of neglected tropical diseases, malaria, and enteric pathogens from quantitative antibody levels. PLoS Negl Trop Dis. 2017;11(5):e0005616.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  7. Metcalf CJ, Farrar J, Cutts FT, Basta NE, Graham AL, Lessler J, Ferguson NM, Burke DS, Grenfell BT. Use of serological surveys to generate key insights into the changing global landscape of infectious disease. Lancet. 2016;388(10045):728–30.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Graham H, Chandler DJ, Dunbar SA. The genesis and evolution of bead-based multiplexing. Methods. 2019;158:2–11.

    Article  CAS  PubMed  Google Scholar 

  9. Priest JW, Jenks MH, Moss DM, Mao B, Buth S, Wannemuehler K, Soeung SC, Lucchi NW, Udhayakumar V, Gregory CJ, et al. Integration of multiplex bead assays for parasitic diseases into a national, population-based serosurvey of women 15-39 years of age in Cambodia. PLoS Negl Trop Dis. 2016;10(5):e0004699.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  10. Priest JW, Moss DM, Arnold BF, Hamlin K, Jones CC, Lammie PJ. Seroepidemiology of Toxoplasma in a coastal region of Haiti: multiplex bead assay detection of immunoglobulin G antibodies that recognize the SAG2A antigen. Epidemiol Infect. 2015;143(3):618–30.

    Article  CAS  PubMed  Google Scholar 

  11. Brenner N, Mentzer AJ, Butt J, Braband KL, Michel A, Jeffery K, Klenerman P, Gartner B, Schnitzler P, Hill A, et al. Validation of multiplex serology for human hepatitis viruses B and C, human T-lymphotropic virus 1 and Toxoplasma gondii. PLoS One. 2019;14(1):e0210407.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Griffin SM, Chen IM, Fout GS, Wade TJ, Egorov AI. Development of a multiplex microsphere immunoassay for the quantitation of salivary antibody responses to selected waterborne pathogens. J Immunol Methods. 2011;364(1–2):83–93.

    Article  CAS  PubMed  Google Scholar 

  13. Wang Y, Hedman L, Perdomo MF, Elfaitouri A, Bölin-Wiener A, Kumar A, Lappalainen M, Söderlund-Venermo M, Blomberg J, Hedman K. Microsphere-based antibody assays for human parvovirus B19V, CMV and T. gondii. BMC Infect Dis. 2015;16(8):1–6.

  14. Wilking H, Thamm M, Stark K, Aebischer T, Seeber F. Prevalence, incidence estimations, and risk factors of Toxoplasma gondii infection in Germany: a representative, cross-sectional, serological study. Sci Rep. 2016;6:22551.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Zhang K, Lin G, Han Y, Li J. Serological diagnosis of toxoplasmosis and standardization. Clin Chim Acta. 2016;461:83–9.

    Article  CAS  PubMed  Google Scholar 

  16. Lekutis C, Ferguson DJ, Grigg ME, Camps M, Boothroyd JC. Surface antigens of Toxoplasma gondii: variations on a theme. Int J Parasitol. 2001;31(12):1285–92.

    Article  CAS  PubMed  Google Scholar 

  17. He X-l, Grigg ME, Boothroyd JC, Garcia KC. Structure of the immunodominant surface antigen from the Toxoplasma gondii SRS superfamily. Nat Struct Biol. 2002;9(8):606–11.

    CAS  PubMed  Google Scholar 

  18. Burg JL, Perelman D, Kasper LH, Ware PL, Boothroyd JC. Molecular analysis of the gene encoding the major surface antigen of Toxoplasma gondii. J Immunol. 1988;141(10):3584–91.

    CAS  PubMed  Google Scholar 

  19. Clemente M, Curilovic R, Sassone A, Zelada A, Angel SO, Mentaberry AN. Production of the main surface antigen of Toxoplasma gondii in tobacco leaves and analysis of its antigenicity and immunogenicity. Mol Biotechnol. 2005;30(1):41–50.

    Article  CAS  PubMed  Google Scholar 

  20. Biemans R, Gregoire D, Haumont M, Bosseloir A, Garcia L, Jacquet A, Dubeaux C, Bollen A. The conformation of purified Toxoplasma gondii SAG1 antigen, secreted from engineered Pichia pastoris, is adequate for serorecognition and cell proliferation. J Biotechnol. 1998;66(2–3):137–46.

    Article  CAS  PubMed  Google Scholar 

  21. Xiong C, Grieve RB, Kim K, Boothroyd JC. Expression of Toxoplasma gondii P30 as fusions with glutathione S-transferase in animal cells by Sindbis recombinant virus. Mol Biochem Parasitol. 1993;61(1):143–8.

    Article  CAS  PubMed  Google Scholar 

  22. Marti M, Li Y, Kohler P, Hehl AB. Conformationally correct expression of membrane-anchored Toxoplasma gondii SAG1 in the primitive protozoan Giardia duodenalis. Infect Immun. 2002;70(2):1014–6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Kim K, Bulow R, Kampmeier J, Boothroyd JC. Conformationally appropriate expression of the Toxoplasma antigen SAG1 (p30) in CHO cells. Infect Immun. 1994;62(1):203–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Seeber F, Dubremetz JF, Boothroyd JC. Analysis of Toxoplasma gondii stably transfected with a transmembrane variant of its major surface protein, SAG1. J Cell Sci. 1998;111(Pt 1):23–9.

    CAS  PubMed  Google Scholar 

  25. Hunter S, Ashbaugh L, Hair P, Bozic CM, Milhausen M. Baculovirus-directed expression and secretion of a truncated version of Toxoplasma SAG1. Mol Biochem Parasitol. 1999;103(2):267–72.

    Article  CAS  PubMed  Google Scholar 

  26. Kimbita EN, Xuan X, Huang X, Miyazawa T, Fukumoto S, Mishima M, Suzuki H, Sugimoto C, Nagasawa H, Fujisaki K, et al. Serodiagnosis of Toxoplasma gondii infection in cats by enzyme-linked immunosorbent assay using recombinant SAG1. Vet Parasitol. 2001;102(1–2):35–44.

    Article  CAS  PubMed  Google Scholar 

  27. Kotresha D, Poonam D, Muhammad Hafiznur Y, Saadatnia G, Nurulhasanah O, Sabariah O, Tan SY, Izzati Zahidah AK, Rahmah N. Recombinant proteins from new constructs of SAG1 and GRA7 sequences and their usefulness to detect acute toxoplasmosis. Trop Biomed. 2012;29(1):129–37.

    CAS  PubMed  Google Scholar 

  28. Hiszczyńska-Sawicka E, Brillowska-Dabrowska A, Dabrowski S, Pietkiewicz H, Myjak P, Kur J. High yield expression and single-step purification of Toxoplasma gondii SAG1, GRA1, and GRA7 antigens in Escherichia coli. Protein Expr Purif. 2002;27(1):150–7.

    Article  Google Scholar 

  29. Fujii Y, Kaneko S, Nzou SM, Mwau M, Njenga SM, Tanigawa C, Kimotho J, Mwangi AW, Kiche I, Matsumoto S, et al. Serological surveillance development for tropical infectious diseases using simultaneous microsphere-based multiplex assays and finite mixture models. PLoS Negl Trop Dis. 2014;8(7):e3040.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  30. Graille M, Stura EA, BOSSUS M, Muller BH, Letourneur O, Battail-Poirot N, Sibaï G, Gauthier M, Rolland D, Le Du M-H, et al. Crystal structure of the complex between the monomeric form of Toxoplasma gondii surface antigen 1 (SAG1) and a monoclonal antibody that mimics the human immune response. J Mol Biol. 2005;354(2):447–58.

    Article  CAS  PubMed  Google Scholar 

  31. Chen XG, Gong Y, Hua-Li LZR, Fung MC. High-level expression and purification of immunogenic recombinant SAG1 (P30) of Toxoplasma gondii in Escherichia coli. Protein Expr Purif. 2001;23(1):33–7.

    Article  CAS  PubMed  Google Scholar 

  32. Redeker ES, Ta DT, Cortens D, Billen B, Guedens W, Adriaensens P. Protein engineering for directed immobilization. Bioconjug Chem. 2013;24(11):1761–77.

    Article  CAS  Google Scholar 

  33. Raran-Kurussi S, Waugh DS. The ability to enhance the solubility of its fusion partners is an intrinsic property of maltose-binding protein but their folding is either spontaneous or chaperone-mediated. PLoS One. 2012;7(11):e49589.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Kapust RB, Tozser J, Fox JD, Anderson DE, Cherry S, Copeland TD, Waugh DS. Tobacco etch virus protease: mechanism of autolysis and rational design of stable mutants with wild-type catalytic proficiency. Protein Eng. 2001;14(12):993–1000.

    Article  CAS  PubMed  Google Scholar 

  35. Beckett D, Kovaleva E, Schatz PJ. A minimal peptide substrate in biotin holoenzyme synthetase-catalyzed biotinylation. Protein Sci. 1999;8(4):921–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Nguyen VD, Hatahet F, Salo KE, Enlund E, Zhang C, Ruddock LW. Pre-expression of a sulfhydryl oxidase significantly increases the yields of eukaryotic disulfide bond containing proteins expressed in the cytoplasm of E.coli. Microb Cell Factories. 2011;10:1.

    Article  CAS  Google Scholar 

  37. Ke N, Berkmen M. Production of disulfide-bonded proteins in Escherichia coli. Curr Protoc Mol Biol. 2014;108:16.1B.1–16.1B.21.

    Article  Google Scholar 

  38. Chapman-Smith A, Turner DL, Cronan JE. Expression, biotinylation and purification of a biotin-domain peptide from the biotin carboxy carrier protein of Escherichia coli acetyl-CoA carboxylase. Biochem J. 1994;302:881–7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Li Y, Sousa R. Novel system for in vivo biotinylation and its application to crab antimicrobial protein scygonadin. Biotechnol Lett. 2012;34(9):1629–35.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. Chen X, Pham E, Truong K. TEV protease-facilitated stoichiometric delivery of multiple genes using a single expression vector. Protein Sci. 2010;19(12):2379–88.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  41. Bülow R, Boothroyd JC. Protection of mice from fatal Toxoplasma gondii infection by immunization with p30 antigen in liposomes. J Immunol. 1991;147(10):3496–500.

    PubMed  Google Scholar 

  42. Wisniewski JR, Rakus D. Multi-enzyme digestion FASP and the ‘Total protein Approach’-based absolute quantification of the Escherichia coli proteome. J Proteome. 2014;109:322–31.

    Article  CAS  Google Scholar 

  43. Taniguchi Y, Choi PJ, Li GW, Chen H, Babu M, Hearn J, Emili A, Xie XS. Quantifying E. coli proteome and transcriptome with single-molecule sensitivity in single cells. Science. 2010;329(5991):533–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  44. Ondigo BN, Park GS, Ayieko C, Nyangahu DD, Wasswa R, John CC. Comparison of non-magnetic and magnetic beads multiplex assay for assessment of Plasmodium falciparum antibodies. PeerJ. 2019;7:e6120–16.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  45. Murat J-B, Dard C, Fricker-Hidalgo H, Dardé M-L, Brenier-Pinchart M-P, Pelloux H. Comparison of the Vidas system and two recent fully automated assays for diagnosis and follow-up of toxoplasmosis in pregnant women and newborns. Clin Vaccine Immunol. 2013;20(8):1203–12.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  46. Filomena A, Pessler F, Akmatov MK, Krause G, Duffy D, Gartner B, Gerhard M, Albert ML, Joos TO, Schneiderhan-Marra N. Development of a bead-based multiplex assay for the analysis of the serological response against the six pathogens HAV, HBV, HCV, CMV, T. gondii, and H. pylori. High Throughput. 2017;6(4):14.

    Article  PubMed Central  CAS  Google Scholar 

  47. Augustine SAJ, Simmons KJ, Eason TN, Griffin SM, Curioso CL, Wymer LJ, Shay Fout G, Grimm AC, Oshima KH, Dufour A. Statistical approaches to developing a multiplex immunoassay for determining human exposure to environmental pathogens. J Immunol Methods. 2015;425:1–9.

    Article  CAS  PubMed  Google Scholar 

  48. Anderson GP, Taitt CR. Suspension microarray immunoassay signal amplification using multilayer formation. Sens Lett. 2008;6(1):213–8.

    Article  CAS  Google Scholar 

  49. Schmidt C, Schierack P, Gerber U, Schroder C, Choi Y, Bald I, Lehmann W, Rodiger S. Streptavidin homologues for applications on solid surfaces at high temperatures. Langmuir. 2020;36(2):628–36.

    Article  CAS  PubMed  Google Scholar 

  50. Chivers CE, Crozat E, Chu C, Moy VT, Sherratt DJ, Howarth M. A streptavidin variant with slower biotin dissociation and increased mechanostability. Nat Methods. 2010;7(5):391–3.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  51. Johnson MS, Broady KW, Johnson AM. Differential recognition of Toxoplasma gondii recombinant nucleoside triphosphate hydrolase isoforms by naturally infected human sera. Int J Parasitol. 1999;29(12):1893–905.

    Article  CAS  PubMed  Google Scholar 

  52. Howe DK, Sibley LD. Comparison of the major antigens of Neospora caninum and Toxoplasma gondii. Int J Parasitol. 1999;29(10):1489–96.

    Article  CAS  PubMed  Google Scholar 

  53. Zhang H, Lee EG, Yu L, Kawano S, Huang P, Liao M, Kawase O, Zhang G, Zhou J, Fujisaki K, et al. Identification of the cross-reactive and species-specific antigens between Neospora caninum and Toxoplasma gondii tachyzoites by a proteomics approach. Parasitol Res. 2011;109(3):899–911.

    Article  PubMed  Google Scholar 

  54. Wieser SN, Schnittger L, Florin-Christensen M, Delbecq S, Schetters T. Vaccination against babesiosis using recombinant GPI-anchored proteins. Int J Parasitol. 2019;49(2):175–81.

    Article  CAS  Google Scholar 

  55. Huang X, Xuan X, Kimbita EN, Battur B, Miyazawa T, Fukumoto S, Mishima M, Makala LH, Suzuki H, Sugimoto C, et al. Development and evaluation of an enzyme-linked immunosorbent assay with recombinant SAG2 for diagnosis of Toxoplasma gondii infection in cats. J Parasitol. 2002;88(4):804–7.

    Article  CAS  PubMed  Google Scholar 

  56. Li S, Galvan G, Araujo FG, Suzuki Y, Remington JS, Parmley S. Serodiagnosis of recently acquired Toxoplasma gondii infection using an enzyme-linked immunosorbent assay with a combination of recombinant antigens. Clin Diagn Lab Immunol. 2000;7(5):781–7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  57. Waterboer T. Multiplex human papillomavirus serology based on in situ-purified glutathione S-transferase fusion proteins. Clin Chem. 2005;51(10):1845–53.

    Article  CAS  PubMed  Google Scholar 

  58. Hinz R, Schwarz NG, Hahn A, Frickmann H. Serological approaches for the diagnosis of schistosomiasis - a review. Mol Cell Probes. 2017;31:2–21.

    Article  CAS  PubMed  Google Scholar 

  59. Chen HM, Luo SL, Chen KT, Lii CK. Affinity purification of Schistosoma japonicum glutathione-S-transferase and its site-directed mutants with glutathione affinity chromatography and immobilized metal affinity chromatography. J Chromatogr A. 1999;852(1):151–9.

    Article  CAS  PubMed  Google Scholar 

  60. EMBOSS Needle. https://www.ebi.ac.uk/Tools/psa/emboss_needle. Accessed 2 Aug 2 2020.

  61. Pierleoni A, Martelli PL, Casadio R. PredGPI: a GPI-anchor predictor. BMC Bioinformatics. 2008;9:392.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  62. Waterhouse A, Bertoni M, Bienert S, Studer G, Tauriello G, Gumienny R, Heer FT, de Beer TAP, Rempfer C, Bordoli L, et al. SWISS-MODEL: homology modelling of protein structures and complexes. Nucleic Acids Res. 2018;46(W1):W296–w303.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  63. Pettersen EF, Goddard TD, Huang CC, Couch GS, Greenblatt DM, Meng EC, Ferrin TE. UCSF chimera - a visualization system for exploratory research and analysis. J Comput Chem. 2004;25(13):1605–12.

    Article  CAS  PubMed  Google Scholar 

  64. Zhang Y, Werling U, Edelmann W. SLiCE: a novel bacterial cell extract-based DNA cloning method. Nucleic Acids Res. 2012;40(8):e55.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  65. Datsenko KA, Wanner BL. One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products. Proc Natl Acad Sci U S A. 2000;97(12):6640–5.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  66. Quan J, Tian J. Circular polymerase extension cloning for high-throughput cloning of complex and combinatorial DNA libraries. Nat Prot. 2011;6(2):242.

    Article  CAS  Google Scholar 

  67. Tsao KL, DeBarbieri B, Michel H, Waugh DS. A versatile plasmid expression vector for the production of biotinylated proteins by site-specific, enzymatic modification in Escherichia coli. Gene. 1996;169(1):59–64.

    Article  CAS  PubMed  Google Scholar 

  68. Chakravartty V, Cronan JE. A series of medium and high copy number arabinose-inducible Escherichia coli expression vectors compatible with pBR322 and pACYC184. Plasmid. 2015;81:21–6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  69. Cong W-T, Hwang S-Y, Jin L-T, Choi J-K. Detection of proteins on blots using Direct Blue 71. In: Walker JM, editor. The Protein Protocols Handbook. Totowa: Humana Press; 2009. p. 729–35.

    Chapter  Google Scholar 

  70. Garg M, Stern D, Gross U, Seeberger PH, Seeber F, Varon SD. Detection of anti-toxoplasma gondii antibodies in human sera using synthetic glycosylphosphatidylinositol glycans on a bead-based multiplex assay. Anal Chem. 2019;91(17):11215–22.

  71. Angeloni S, Cordes R, Dunbar S, Garcia C, Gibson G, Martin C, Stone V. xMAP® Cookbook, 3rd edn: Luminex Corp.; 2016. http://info.luminexcorp.com/en-us/research/download-the-xmap-cookbook.

  72. RCoreTeam. R: A language and environment for statistical computing. Vienna: R Foundation for statistical computing; 2018. https://www.R-project.org.

  73. Sanz H, Aponte J, Harezlak J, Dong Y, Murawska M, Valim C. drLumi: Multiplex immunoassays data analysis 2015; R package version 0.1.2;.

  74. Robin X, Turck N, Hainard A, Tiberti N, Lisacek F, Sanchez JC, Müller M. pROC: an open-source package for R and S+ to analyze and compare ROC curves. BMC Bioinformatics. 2011;12:77.

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Acknowledgements

Molecular graphics and analyses were performed with the UCSF Chimera package. Chimera is developed by the Resource for Biocomputing, Visualization, and Informatics at the University of California, San Francisco (supported by NIGMS P41-GM103311). We are grateful to Lloyd W. Ruddock, John E. Cronan, David Waugh and Scott Gradia for plasmids; Conny Müller and Olena Shatohina for excellent technical assistance, Toni Aebischer for helpful comments and Scott Dawson for critically reading the manuscript.

Funding

No third-party funding was provided for this study. Open Access funding enabled and organized by Projekt DEAL.

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Authors and Affiliations

  1. FG 16 − Mycotic and Parasitic Agents and Mycobacteria, Robert Koch Institute, 13353, Berlin, Germany

    Sandra Klein & Frank Seeber

  2. ZBS 3 − Biological Toxins, Robert Koch Institute, 13353, Berlin, Germany

    Daniel Stern

Authors
  1. Sandra Klein
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  2. Daniel Stern
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  3. Frank Seeber
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Contributions

FS conceived and supervised the study, SK and DS performed the experiments, DS and FS analyzed the data, and FS wrote the manuscript. All authors read and approved the final manuscript.

Authors’ information

FS is a member of GRK 2046 and IRTG 2029 (supported by the German Research Council, DFG), and of TOXOSOURCES (supported by funding from the European Union’s Horizon 2020 Research and Innovation programme under grant agreement No 773830: One Health European Joint Programme).

Corresponding author

Correspondence to Frank Seeber.

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Ethics approval and consent to participate

Some human sera were obtained as part of the German health interview and examination survey of adults (DEGS1). DEGS1 was approved by the ethical review board of the Charité Medical School, Berlin, Germany (No. EA2/047/08).

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Not applicable.

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The authors declare that they have no competing interests.

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Klein, S., Stern, D. & Seeber, F. Expression of in vivo biotinylated recombinant antigens SAG1 and SAG2A from Toxoplasma gondii for improved seroepidemiological bead-based multiplex assays. BMC Biotechnol 20, 53 (2020). https://doi.org/10.1186/s12896-020-00646-7

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Keywords

BMC Biotechnology

ISSN: 1472-6750

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