Vaccine 25 (2007) 2213–2227 Investigation of the detoxification mechanism of formaldehyde-treated tetanus toxin Morten Thaysen-Andersen a , Sys Borcher Jørgensen b , Ellen Sloth Wilhelmsen b , Jesper Westphal Petersen b , Peter Højrup a,∗ a Department of Biochemistry and Molecular Biology, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark b Statens Serum Institut, Artillerivej 5, DK-2300 Copenhagen S, Denmark Received 19 May 2006; received in revised form 13 October 2006; accepted 7 December 2006 Available online 2 January 2007 Abstract The tetanus vaccine is based on the extremely potent tetanus neurotoxin (TeNT), which is converted by treatment with formaldehyde and lysine into the non-toxic, but still immunogenic tetanus toxoid (TTd). This formaldehyde-induced detoxification, which to a large extend determines the quality and properties of the vaccine component, occurs through partly unknown chemical modifications of the toxin. The aim of this study was to gain knowledge of the detoxification mechanism in the generation of the tetanus vaccine. Two approaches were chosen: (i) the effect of changes in the concentrations of lysine and formaldehyde in the detoxification process and (ii) characterisation of the chemically detoxified TTd. (i) We examined a number of TTd components that was produced by varying the concentrations of formaldehyde and lysine during the inactivation. Toxicity tests showed that the detoxification failed when the lysine or formaldehyde concentration was ≤1/5 or ≤1/10, respectively, of the standard level. Gel-electrophoretic analyses showed that inter-chain cross-linking was formaldehyde-dependent and, furthermore, revealed that inter-chain cross-linking was not the only requirement for the inactivation. In addition, the measurable amount of tyrosine correlated inversely with the degree of inter-chain cross-linking. (ii) To study the formaldehyde-induced chemical modifications, the TTd was investigated using protein chemical techniques in combination with mass spectrometry (MS). Using off-line liquid chromatography (LC)–MS, the most pronounced chemical modifications were characterised as unstable Schiff-bases (+12 Da) located on lysine residues and the N-termini of peptides throughout the molecule. Several arginine residues were also found with +12 Da modifications due to Schiff-base formation or as a consequence of degenerative fragmentation of lysine/formaldehyde adducts or cross-links during MS. A few tyrosine residues were similarly observed with a mass increase of 12 Da. Even though it cannot be ruled out that this is a residual mass of higher molecule adducts or cross-links to tyrosine, amino acid analysis and MS data indicated that the modification forms a ring structure from a carbon in the aromatic ring to the backbone N␣ . In addition, several mono-methyllysines (+14 Da) were observed as a likely consequence of reductive methylation of the Schiff-bases. A substantial part (87%) of the known TeNT sequence, including the active site, was covered using the off-line LC–MS approach to investigate the tryptic digested TTd. In contrast to the results obtained from the gel-electrophoretic experiments, neither intra/inter-chain cross-links nor cross-links to external lysines were observed in the MS analysis. Instability of the cross-links during separation and/or MS is likely to explain their absence in the analyses. The biological relevance of the observed modifications is discussed in relation to 3D mapping analyses. Proposals for the TeNT detoxification are discussed, although no direct evidence for the exact mechanism could be obtained. © 2006 Elsevier Ltd. All rights reserved. Keywords: Tetanus toxoid; Formaldehyde; Mass spectrometry Abbreviations: ESI, electrospray ionisation; FA, formic acid; MALDI, matrix-assisted laser desorption/ionisation; MeCN, acetonitrile; MS, mass spectrometry; MS/MS, tandem mass spectrometry; Q, quadrupole; RP-HPLC, reversed-phase high performance liquid chromatography; SDS-PAGE, sodium dodecyl sulfate-polyacrylamide gel electrophoresis; SPITC, 4-sulfophenyl isothiocyanate; TeNT, tetanus neurotoxin; TFA, trifluoroacetic acid; TOF, time-of-flight; TTd, tetanus toxoid ∗ Corresponding author. Tel.: +45 6550 2371; fax: +45 6550 2467. E-mail address: php@bmb.sdu.dk (P. Højrup). 0264-410X/$ – see front matter © 2006 Elsevier Ltd. All rights reserved. doi:10.1016/j.vaccine.2006.12.033 2214 M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 1. Introduction Clostridium tetani, the bacterium responsible for the production of the extremely potent tetanus neurotoxin (TeNT) leading to tetanus, is widespread in nature in the form of spores. Under certain conditions of very low oxygen tension, slight acidity and availability of nutrients, such as anaerobic wounds or skin ruptures, the spores can germinate and produce the TeNT [1]. The mature TeNT contains a 50 kDa light chain disulfide bonded to a 100 kDa heavy chain [2,3]. In 1924 Ramon demonstrated that toxins could be inactivated by formaldehyde treatment, producing the non-toxic toxoid [4]. Importantly, the formaldehyde-induced detoxification of the toxins does not destroy the immunogenic sites of the molecules, retaining the antibody-producing abilities. The detoxification process is very important in determining the quality of the tetanus toxoid (TTd) as a vaccine component. Here, reaction conditions such as formaldehyde concentration, reaction time, temperature and concentration of the reaction matrix (glycine or lysine solutions) are critical parameters. Formaldehyde is, together with other aldehydes, a wellknown cross-linking agent and is widely used in various areas of research. A number of studies have been performed on the reactions of formaldehyde with mixtures of amino acids and small peptides in order to determine the nature of the reaction [5–9]. It is generally accepted that formaldehyde can react with primary amino groups to form methylol derivatives, and that this group can undergo condensation to a Schiff-base (Fig. 1). Subsequently, the Schiff-base can form cross-links with several amino acid residues, including lysine and tyrosine. It is also known that the Schiff-base can undergo reductive methylation in the presence of a reducing agent, e.g. NaCNBH3 . Some aspects of the cross-linking reaction remain poorly understood in particular when dealing with larger molecules where higher levels of structures affect the chemistry. Besides the local environment, the pH, the rate of a particular cross-link reaction, the components present in the reaction solution and the reactant concentrations are factors, that are known to influence the formation of modifications. Recently, Metz et al. performed a study on formaldehyde-induced modifications in a protein [10]. Even though the study was carried out on a small protein (insulin), this is to our knowledge, the first investigation dealing with the formaldehyde chemistry in structures of higher levels. Despite the fact that most international regulations gradually allow the shift towards the use of alternative test methods for the quality control of vaccines [11], the present methods for determining the quality of tetanus and diphtheria still depend on animal testing [12–14]. To date, no in vitro test has been accepted as an alternative method for the quality determination of these toxoids. Another concept of quality control is based on a highly consistent production process, where the vaccine batches have identical properties. This way, the potency of a newly produced toxoid can be predicted, if the new product is indistinguishable from a reference toxoid with a proven potency [13–15]. This is now common practice for some well-defined biologicals [16]. A number of physicochemical properties of the molecules are parameters that allow investigation of the vaccine components, e.g. size, structure, purity, amino acid modifications and HPLCprofile. Combining these results may be sufficient for proving that vaccines have identical properties and are consistently produced. In order to implement these new in vitro tests, it is essential to obtain knowledge about the detoxification mechanism of formaldehyde-treated toxins as well as to characterise the structural changes of the molecule during this treatment. For this purpose we monitored the tetanus detoxification process using various detoxification conditions and performed toxicity tests and structural analyses on the resulting components Fig. 1. Formaldehyde chemistry. (i) The primary amino group reacts with formaldehyde to form a methylol derivative of +30 Da. This product can condensate to a Schiff-base (+12 Da). In the presence of a reducing agent the Schiff-base is reduced to a methyl group (+14 Da). (ii) The Schiff-base can also react with several amino acid residues, e.g. to form cross-links through methylene bridges. M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 using a number of methods including amino acid analysis, SDS-PAGE, gel-filtration, reversed-phase (RP)-HPLC and mass spectrometry. 2215 Table 1 (a) Design of matrix experimentsa and (b and c) the relative quantities (in percentage) of tyrosine and lysineb 2. Materials and methods 2.1. Production and purification of TTd TeNT was purified from fermentation cultures of C. tetani before detoxification. Crude TeNT was harvested, dialysed, filtrated and precipitated by ammoniumsulfate. After re-solubilization, TeNT was dialysed and filtrated and TeNT concentration, purity and pH were measured. The purified TeNT was inactivated at a fixed concentration of 500 ± 50 Lf/ml by adding formaldehyde, lysine and phosphate buffer to final concentrations of 27, 10 and 27 mM, respectively. The mixture was adjusted to pH 7.4 ± 0.2 and incubated at 35 ± 2 ◦ C for 4 weeks. The pH and toxin/toxoid concentration was monitored each week and, if necessary, pH was adjusted to fit into the specified pH range. The resulting TTd was then dialysed and filtrated to remove the excess inactivation reagents. After a final pH adjustment and filtration, the TTd was aliquoted in appropriate volumes and stored as bulk TTd. The TTd was analysed with a set of final product release tests, estimating the quality of the product. 2.2. Matrix experiments In order to investigate the effect of formaldehyde and lysine in the detoxification, TeNT was detoxified using different conditions than described above. Varying the formaldehyde concentration to four levels (54 and 27 mM (standard concentration), 13.5 and 6.75 mM) and the lysine concentration to four levels (20 and 10 mM (standard concentration), 5 and 2.5 mM), a 4 × 4 matrix of samples was set up (TTd01–TTd16). In another experiment the lysine and formaldehyde concentrations were varied to three levels to produce a 3 × 3 matrix (TTd06 and TTd17–TTd24). Here, the formaldehyde concentrations were varied to 27, 2.7 and 0.27 mM and the lysine concentrations varied to 10, 2 and 0.4 mM. Table 1a illustrates the design of the experiments. All conditions other than the concentrations of lysine and formaldehyde were identical to the production of the commercial tetanus vaccine. 2.3. Toxicity tests The toxicity of the matrix samples (TTd01–TTd24) were determined by injecting 0.5 ml of each matrix sample diluted (1:2) in saline subcutaneously into a group of five mice (female CD1 mice (16–25 g)). The mice were observed for 14 days for any signs of tetanus paralysis. Mice showing tetanus symptoms were sacrificed immediately. a Two critical parameters, the formaldehyde and lysine concentration, were varied in the detoxification process relative to the standard concentration ‘1’. The samples treated with the most reduced concentrations (3 × 3 matrix including TTd06, light gray) induced tetanus symptoms in mice (marked with ‘T’), whereas the other samples (4 × 4 matrix, dark gray) appeared non-toxic. Samples are labelled as indicated (TTd01–TTd24). b The relative quantities (in percentage) of tyrosine and lysine of TTd01–TTd24, TeNT and TTd are listed as average values based on duplicate measurements omitting proline, tryptophan and cysteine. 2.4. SDS-PAGE of tetanus toxin, toxoid and matrix samples TeNT, TTd and TTd01–TTd24 (∼5 g each) were mixed with 5 l of reducing sample buffer containing 5% mercaptoethanol and loaded on a 4–20% Tris–Glycine PAGEr Gold Precast Gel (Cambrex, Rockland, ME, USA). One hundred and sixty volts were applied to the gel. The gel was subsequently stained with Coomassie blue (dissolved in fixing solution containing 45% methanol and 10% acetic acid in water) and later destained using water. The water used for analytical experiments was of ultra-high quality (Purelab Ultra, Vivendi Water Systems, USA). 2.5. Amino acid analysis Samples were dried in 500 l polypropylene vials. The lids were punctured and the vials placed in 25 ml glass vials equipped with MinInert valves (Pierce Biotechnology, Rockford, IL, USA). One hundred to two hundred microliters of 2216 M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 6N HCl containing 0.1% phenol was placed in the bottom of the glass and blown with argon before a vacuum was applied. The samples were incubated at 110 ◦ C for 18 h. The samples were subsequently redissolved in 50 l 0.20 M sodium citrate loading buffer pH 2.20 (Biochrom, Cambridge, UK), transferred to microvials and loaded on a BioChrom 30 amino acid analyzer (Biochrom). Data analysis was performed using in-house developed software. Gelfiltration of a tryptic digest of TTd was performed using a Superdex peptide PC 3.2/30 column (Amersham Pharmacia Biotech). Prior to analysis, the sample was dried to a small volume (∼10 l). The mobile phase consisted of 30% MeCN, 0.1% TFA in water and the flow was kept constant at 50 l/min. 2.6. Edman degradation When possible, peptides were applied directly onto the MALDI target plate using the dried droplet-method without prior micropurification [17]. In the dried-droplet method 0.5 l of 2% TFA was loaded on the target and added 1 l of analyte before an additional 0.8 l of matrix solution was added and the sample was dried. ␣-Cyano-4hydroxycinnamic acid, dissolved in 0.1% TFA, 70% MeCN at a concentration of 10 mg/ml, was used as matrix. Samples containing salt or analytes of low concentrations were micropurified using hydrophobic column material in combination with target load. GelLoader pipette tips (Eppendorf, Hamburg, Germany) were partially constricted by squeezing the end and 5 l slurry (Poros R2, 20 m, Applied Biosystems, Framingham, MA, USA) was loaded onto the tip and packed by applying air pressure with a 1 ml syringe. The resin (1–5 mm in height) was equilibrated by flushing 10 l 5% FA through the column. The sample was loaded onto the column in an appropriate hydrophilic buffer and washed by another 10 l of 5% FA. The sample was eluted onto the target by 0.8 l of matrix solution. Some peptides were N-terminally derivatised prior to MALDI TOF MS2 . Here, RP-HPLC separated peptides (5–10 pmol) were mixed with 8.5 l of reagent solution consisting of 10 g/l 4-sulfophenyl isothiocyanate (SPITC) (Sigma–Aldrich, St. Louis, MO, USA) dissolved in 50 mM NaHCO3 , pH 8.6. The mixture was incubated at 56 ◦ C for 30 min before 1 l 5% TFA was added to terminate the reaction. Subsequently, the derivatised peptides were micropurified as described above prior to MS. Approximately 200 pmol of intact TeNT and TTd were applied to biobrene-treated glass filters and run for 15 cycles on an Applied Biosystems 494 protein sequencer (Foster City, CA, USA) essentially as described by the manufacturer. 2.7. Proteolytic digests Two nanomoles (∼300 g) of sample (TeNT, TTd and TTd01–TTd24) was dried and redissolved in 50 l 0.2% (w/v) Rapigest SF (Waters, Milford, MA, USA) in 100 mM NH4 HCO3 . Fifteen microliters 50 mM 1,4-dithiothreitol in water was added and the mixture was incubated at 56 ◦ C for 30 min and subsequently chilled to R.T. Fifteen microliters 100 mM iodoacetamide in water was added and the mixture incubated for 30 min at R.T. in the dark. Twenty micrograms of modified trypsin (Promega, Madison, WI, USA) was dissolved in 20 l water and half of this solution was added instantly to the sample and the other half was added after 2 h. The sample was then incubated O.N. at 37 ◦ C. Fifteen microliters 500 mM HCl was subsequently added to degrade the Rapigest (incubation for 45 min at 37 ◦ C). This resulted in a turbid solution, and a pellet could be observed after centrifugation at 14,000 rpm for 10 min. As shown by amino acid analysis, this pellet contained amino acids in a composition resembling TeNT. Therefore, both the supernatant and the pellet (redissolved in 5% formic acid (FA)) were applied to chromatographic analysis. 2.9. MALDI sample preparation 2.10. Mass spectrometers 2.8. Chromatographic analysis The peptides resulting from the tryptic digests were applied to RP-HPLC to separate peptides for further investigation and to compare the HPLC elution profiles. The separations were carried out on an Äkta-Basic or Ettan HPLC (Amersham Pharmacia Biotech, Uppsala, Sweden). The RPHPLC column was a Jupiter C18 250 mm × 2 mm, 5 m, 300 Å (Phenomenex, Torrance, CA, USA). The gradient, made of B buffer (0.05% trifluoroacetic acid (TFA) + 90% acetonitrile (MeCN) in water), increased from 5 to 40% in 30 min; 40 to 60% in 5 min; 60 to 90% in 3 min. The A buffer consisted of 0.06% TFA in water. The collected fractions were all analysed using matrix-assisted laser desorption ionisation time-of-flight (MALDI TOF) MS or MALDI quadrupole (Q) TOF MS2 . For MALDI TOF MS analyses a Voyager-DE STR (Applied Biosystems) or a Bruker Ultraflex (Bruker Daltonics, Bremen, Germany) with TOF-TOF technology was used. Reflector mode was mainly activated and the all samples were analysed in positive polarity mode. Some peptides were fragmented using the Bruker Ultraflex. The spectra were internally calibrated when possible or, alternatively, by external calibration close to the actual target spot using a tryptic digestion of lactoglobulin. Modified peptides were mainly analysed by MS/MS fragmentation using a MALDI Q-TOF Ultima (Waters/ Micromass, Manchester, UK). The collision energy during the MS2 experiments was 70–140 eV and argon was used as collision gas. The instrument was calibrated by multipoint calibration using PEG 2000. M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 Peptides containing +12 Da modifications were also analysed with electrospray ionisation (ESI) Q-TOF MS and MS2 using a Q-TOF1 hybrid instrument (Waters/Micromass, Manchester, England) connected with a nanoESI sprayneedle. 2.11. Software Three-dimensional structure visualization was carried out using the RasMol software version 2.7.3 (www.OpenRasMol.org) and mass spectrometric analysis was carried out using the GPMAW software (Lighthouse data, Odense, Denmark) [18]. 2217 To investigate the parameters of the detoxification process further, another matrix experiment was set up. Here, four concentrations of formaldehyde and lysine were chosen, giving a 4 × 4 matrix. These samples all proved non-toxic when tested for toxicity on mice, meaning that the reaction settings had been sufficient for a complete detoxification. These results show that both the formaldehyde and the lysine concentrations are critical parameters in the detoxification process and that the critical limits for obtaining detoxified tetanus toxoid are between 1/10 and 1/4 of the standard formaldehyde concentration (2.7–6.75 mM) and between 1/5 and 1/4 of the standard lysine concentration (2–2.5 mM). 3.2. SDS-PAGE 3. Results 3.1. Matrix experiments Two matrix experiments were set up to study the detoxification effect of the formaldehyde and lysine concentrations. Both parameters are known to be essential for the detoxification of TTd. Table 1a illustrates the experimental design and lists the toxicities of the matrix samples. Three concentrations of formaldehyde were chosen to form the 3 × 3 matrix; the standard concentration ‘1’ and concentrations one and two orders of magnitude below, respectively. For each of these concentrations, the lysine concentration was varied to three levels; the standard concentration ‘1’ and 1/5 and 1/25 of this (see Section 2 for actual concentrations). All samples, except sample TTd06, were toxic, meaning that the detoxification process failed in these samples. The mature TeNT appears as a heavy chain of 100 kDa disulfide bonded to a light chain of 50 kDa formed by internal cleavage of the polypeptide chain after Ala456 [2,3]. TeNT, TTd and TTd01–TTd24 were analysed on SDS-PAGE after reduction of the disulfide bridges to determine the degree of covalent cross-linking of the heavy and light chain (Fig. 2). The non-toxic TTd01–TTd16 appeared as distinct bands in the same region as the TTd (around 150 kDa), indicating that the chains of these molecules had been covalently cross-linked by at least one non-reducible covalent bond. As expected, the TeNT chains were not cross-linked and appeared as separated bands, which appeared below their expected locations. Based on mass spectrometric peptide mapping, the bands were determined to be truncated products mainly of the heavy chain. The truncations were primarily from the N-terminus (data not shown). This was supported by N-terminal sequencing data on the intact toxin, which showed multiple residues in each cycle, but yielded only a Fig. 2. Reduced SDS-PAGE of TTd01–TTd24 including TeNT and TTd as references (right lanes). The intact, heavy and light chain mass regions are indicated. It was observed that in particular the heavy chain of TeNT was truncated (data not shown). 2218 M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 readable N-terminal sequence of the light chain (data not shown). The SDS-PAGE result showed that a reduction of the formaldehyde to 1/4 of the standard conditions did not affect the inter-chain cross-linking. Interestingly, TTd06, TTd17 and TTd18 showed the same degree of inter-chain linkage and moreover appeared in the same mass region and with a similar spot-shape as the TTd reference. These three samples were all detoxified using the standard formaldehyde concentration. The inter-chain linkages of TTd19–TTd21 were not complete—weak bands appeared in the heavy and light chain mass regions. TTd22–TTd24 were only weakly inter-chain cross-linked. This pattern strongly suggests the formaldehyde concentration to be the most important factor for determining the degree of cross-linking. Furthermore, the results suggest that the lysine concentration was not critical for the inter-chain cross-linking within the concentration range where these experiments were carried out. Importantly, the results also indicate that the degree of cross-linking as a single factor was not sufficient to determine the quality of the detoxification, e.g. TTd17 and TTd18 were still toxic, despite the fact that they appeared with the same cross-linked bands as the non-toxic TTd06 and TTd in the SDS-PAGE analysis. Hence, the results of this experiment show that the cross-linking is not by itself sufficient for abolishing toxicity. 3.3. Amino acid analysis The composition of the TeNT, TTd and TTd01–TTd24 were analysed using amino acid analysis. With the exceptions of a few residues (lysine and tyrosine), the amino acid compositions of all samples agreed, within the uncertainty of the analysis, with the theoretical composition of amino acids of TeNT and the results of a previous study [19]. The content of lysine and tyrosine showed relatively large variations (Table 1b and c). The amount of tyrosine was significantly reduced to 4.0–4.5% at high formaldehyde concentrations (‘2’ and ‘1’) compared to the amount of tyrosine of the TeNT (6.0%). By lowering the formaldehyde concentration to 1/4, 1/10 and 1/100 of the standard concentration, the amount of tyrosine increased step-wise to finally match the levels of TeNT. This formaldehyde-induced reduction was a result of tyrosine modification and the extent of this modification was largely independent of the lysine concentration. Furthermore, the toxicity of the samples appeared independent of the tyrosine modification level, meaning that a high level of tyrosine modification was not the single requirement for a successful detoxification of the molecule (i.e. TTd17 and TTd18 were toxic). However, there was a clear correlation between the tyrosine modification level and the inter-chain cross-linking observed in the SDS-PAGE analysis. In agreement with these results, it has previously been reported that the tyrosine level is decreased in TTd (of 5.43%) compared to TeNT (of 6.44%) [19]. The interpretation of the lysine data was complicated as the external lysines, which are known to cross-link to the protein, most likely were indistinguishable from the lysines originating from the protein after acidic hydrolysis. Hence, the exact contribution of external lysines to the total lysine amount was difficult to determine. Remarkably, taking the addition of external lysines to the protein into account, the TTd and the majority of matrix samples had a reduced amount of lysine residues compared to the TeNT. The most likely cause is that several lysine residues were modified by Schiff-bases to form products that were undetectable by amino acid analysis. A small peak was observed as a shoulder to the lysine peak corresponding to a methylated lysine product (<5%, data not shown). In comparison, other investigators have reported that the amount of lysine decreased to 5.51% in the TTd compared to 8.43% in the TeNT [19]. However, their production of the TTd did not involve lysine as an external reactant. Thus, comparing this loss of lysines with the data from the present study gives a measurement for the amount of external lysines that has reacted with TTd. There was a general correlation between the external lysine concentration and the measured amount of lysine in the samples (Table 1c). This correlation was most significant for samples treated with high formaldehyde concentrations due to the higher concentration of formaldehyde/lysine adducts formed and became negligible for the samples treated with the lowest formaldehyde concentrations. There seemed to be no correlation between the amount of lysine measured and the toxicity, e.g. the toxic TTd19 (8.39%) and TTd22 (8.69%) showed similar amount of lysine as the non-toxic TTd06 (8.55%) and TTd (8.53%). Thus, the measured amount of lysine cannot be used as a measure for detoxification. 3.4. Chromatographic analysis Prior to MALDI MS analysis, peptides generated from proteolytical digests were separated by RP-HPLC. In contrast to TeNT, which was readily digested to completion, the digestions of the TTd and several of the matrix samples were frustrated by molecular cross-linking, leaving a large part of the molecule undigested. This problem was partly circumvented using Rapigest, a surfactant, which made the hydrophobic part of the protein more accessible. As a result of the size of the protein, the large number of peptides generated from the proteolytic digest, resulted in chromatograms becoming extremely complex and not all peptides were separated into individual fractions (see Fig. 3). The various RP-HPLC elution profiles of the tryptic digests were compared to locate differences that could reveal cross-links and other modifications important for the detoxification process, e.g. the elution profiles of the non-toxic TTd06 and the toxic TTd17 were compared (Fig. 3). The elution patterns were highly similar and no significant differences could be observed. From the SDS-PAGE analysis it was also shown that the two samples appeared as bands M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 2219 Fig. 3. Comparison of RP-HPLC elution profiles of TTd06 and TTd17. Both traces were recorded at 214 nm. SDS-PAGE results are included together with toxicity data (inset). The chromatograms and the bands in the SDS-PAGE analysis were highly similar indicating that the toxic behaviour of TTd17 was not caused by a modification observable in the RP-HPLC elution profile or the SDS-PAGE analysis. with the same shape and in the same regions. Hence, the toxic behaviour of TTd17 was not caused by a modification observable in the RP-HPLC elution profile or the SDS-PAGE analysis. 3.5. Tetanus toxoid modifications The RP-HPLC separated peptides of TTd were analysed using MALDI TOF MS and MALDI Q-TOF MS/MS. Table 2 lists the characterised TTd modifications and Fig. 4 illustrates the observed TTd peptides and characterised modifications mapped to the known TeNT sequence using this off-line LC–MS approach. Eighty-seven percent of the TTd sequence was covered and a large number of modifications were determined. Generally, partial modification was observed, meaning that a particular TTd peptide was observed as both the modified and unmodified variant. Most modifications were observed in quite high ratios, usually around 1:1. Combined with the fact that the intact toxin is truncated this results in extremely heterogeneous TTd (Fig. 2), and it has been impossible to obtain mass spectra of the intact molecule. A few +1 and +2 Da modifications appeared in the analysis as a result of deamidations of asparagine to aspartic acids. These deamidations were a likely consequence of sample handling, and will not be described further here. Two interesting mass increases were found: +12 and +14 Da modifications, corresponding to a Schiff-base and a methylation, respectively. Furthermore, a single +28 Da modification was found corresponding to a dimethylation. Unexpectedly, no cross-links were observed in the analysis. 3.5.1. Schiff-bases and degenerative products A large number of +12 Da modifications were observed. Fig. 5 shows three examples of fragmentations of a peptide that was modified by +12 Da at different locations (the peptide was observed in two different HPLC fractions and called peptide X and Y). Peptide X and Y were both N-terminally derivatised by 4-sulfophenyl isothiocyanate (SPITC) prior to fragmentation in order to eliminate b-ions and thereby simplifying the spectrum interpretation [21]. Peptide X (Fig. 5a), contained a modified tyrosine, whereas peptide Y (Fig. 5b), showed a more ambiguous fragmentation pattern with the modification located partially on the C-terminal (most likely the arginine residue) and partially on the internal lysine residue. Peptide Y was also fragmented without any prior Nterminal derivatisation (Fig. 5c). This resulted, as expected, in both the y- and b-ion series. Interestingly, as the N-terminal was now unprotected, the +12 Da modification was exclusively located in this position. This shows that the Schiff-base was labile and not a fixed modification. In contrast, fragmentation of peptide X without N-terminal derivatisation showed that the +12 Da was not repositioned in this peptide (data not shown), which indicate that the tyrosine could stabilise the modification. Fig. 6 illustrates the proposed structures of the +12 Da modified residues. The structure of the tyrosine modification is likely to resemble the previously reported structure of the similarly modified tryptophan [22]. Here, the carbon-2 of both the indole (tryptophan) and the phenol (tyrosine) ring links to the backbone N␣ , forming an additional six-membered ring structure. The formation of this ring adds sufficient stability to immobilise the modification. Alterna- 2220 M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 Table 2 The modifications observed in TTd, including sequences, mass values and modification locations are listed Mod. (Da) Peptide [M+H]+ unmod./mod. Mod. location +1 +1 +1 +2 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +12 +14 +14 +14 +14 +14 +14 +14 +14 +14 +14 +14 +14 +14 +14 +14 +14 +14 +14 +28 1213 DGNAFNNLDR1233 1135.6/1136.6 1381.7/1382.7 2034.0/2035.0 1135.6/1137.6 974.5/986.5 1004.6/1016.6 1264.9/1276.9 1788.9/1800.9 2411.1/2423.1 2002.1/2014.1 2062.9/2074.9 1405.9/1417.9 1476.8/1488.8 1703.9/1715.9 778.5/790.5 850.5/862.5 1194.7/1206.7 1520.8/1532.8 2566.2/2578.2 2721.4/2733.4 3498.6/3510.6 1852.9/1864.9 644.4/656.4 863.5/875.5 1052.7/1064.7 1232.7/1244.7 1378.8/1390.8 1397.8/1409.8 676.5/690.5 1075.6/1089.6 1135.1/1149.1 1169.5/1183.5 1291.7/1305.7 1293.7/1307.7 1312.6/1326.6 1336.7/1350.7 1443.7/1457.7 1563.9/1577.9 1766.1/1780.1 1976.1/1990.1 2394.2/2408.2 2557.3/2571.3 2580.3/2594.5 2668.3/2682.3 2857.4/2871.6 3007.5/3021.5 1419.8/1447.8 N N N N Nterm Nterm Nterm Nterm Nterm Nterm , Y, K, R Y, K Y Y Y K K K K K K K K, R R R R R R R K K K K K K K K K K K K K K K K K K K 335 DSNGQYIVNEDK345 1261 NASLGLVGTHNGQIGNDPNR1280 1213 DGNAFNNLDR1222 1 PITINNFR8 1115 DFWGNPLR1122 1030 WVFITITNDR1039 921 AIHLVNNESSEVIVH936 384 IPNLLDDTIYNDTEGFNIESK404 511 IIVDYNLQSKITLPNDR527 329 YQFDKDSNGQYIVNEDK345 564 LYAQKSPTTLQR574 1103 LYTSYLSITFLR1114 754 IIDYEYKIYSGPDK767 366 FNIKTR371 35 AFKITDR41 1246 DLKTYSVQLK1255 723 AKWLGTVNTQFQK735 300 AIANKLSQVTSCNDPNIDIDSYK322 1115 DFWGNPLRYDTEYYLIPVASSK1136 49 YEFGTKPEDFNPPSSLI. . .YDPNYLR78 1073 LDRCNNNQYVSIDKFR1089 1244 LRDLK1248 1167 RLYNGLK1173 441 IIPPTNIRE449 1012 QITFRDLPDK1021 1005 DSAGEVRQITFR1016 38 ITDRIWIVPER48 1174 FIIKR1178 1002 TLKDSAGEVR1011 702 TIDNFLEKR710 1295 DKILGCDWY1303 1226 VGYNAPGIPLYK1237 743 SLEYQVDAIKK753 177 VDNKNYFPCR186 814 KQLLEFDTQSK824 248 SHEIIPSKQEIY259 281 LISIDIKNDLYEK293 156 LIIFGPGPVLNKNEVR171 1099 EIEKLYTSYLSITFLR1114 346 FQILYNSIMYGFTEIELGKK365 1191 SGDFIKLYVSYNNNEHIVGYPK1212 300 AIANKLSQVTSCNDPINDIDSYK322 1256 LYDDKNASLGLVGTHN. . .DPNR1280 305 LSQVTSCNDPINDIDSYKQIIQQK328 575 ITMTNSVDDALINSTKIYSYFPSVISK601 1226 VGYNAPGIPLYKK1238 Partial modifications were observed for almost all the reported locations. tively, the +12 Da modification of tyrosine is a residual mass of degenerative processes of lysine/formaldehyde adducts or cross-links during MS. The mass increase of arginine may also be ascribed to this degenerative fragmentation, as the guanidinium group does not behave as a common amino group. Thus, it is not expected that arginine can form Schiffbases. However, the observation of a +12 Da modification on arginine in Fig. 5b indicates the opposite. The labile nature of the Schiff-bases on lysine residues can be ascribed to the lack of stabilizing ring structures. The previously reported ring formation of the +12 Da modified N-terminus [9] introduces some stability into the peptide and explains this preferential location in Fig. 5c. However, the ring structure also posses some lability as the N-termini of the peptides can be readily modified, e.g. by SPITC (Fig. 5b). N-terminal Edman degradation of TTd (data not shown) provided no sequence information, indicating that all N-termini were modified and that the ring formation was either stabilised on the intact protein or by Edman degradation. These data, however, showed a substantial amount of lysine in the first few cycles indicating that cross-linked external lysine residues were released during the Edman cycle. M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 2221 Fig. 4. Sequence coverage of the observed TTd peptides mapped to the known TeNT sequence. Residues in bold represent unmodified residues, whereas residues marked with circles and squares represent Schiff-base modifications and methylations, respectively. Residues 1–457 constitute the TeNT light chain and residues 458–1315 constitute the TeNT heavy chain. The location dividing the two chains is indicated. Note that several modifications (visualised on isoleucine, alanine and aspartic acid) are located on the N-termini of the resulting peptides after trypsin digestion. The presented modifications are based on the complete set of observed TTd modifications (Table 2). It can be speculated that a fraction of the observed +12 Da modified peptides were MS-mediated fragments of crosslinked products. This is supported by MS data from a gel filtration of tryptic digested TTd (Fig. 7a). Here, several small +12 Da modified peptides were observed together with their corresponding unmodified peptides in early eluting fractions. Normally, the gel filtration does not allow such small peptides to elute in these fractions, suggesting that these peptides were not naturally occurring in the sample, but rather crosslinked peptides that were separated when analysed in MS. Hence, it is proposed that the stability of the methylene bridge connecting the two primary amines of the two peptides was insufficient to survive the MALDI MS analysis and consequently fell apart in the instrument. Following this line of thought, the +12 Da linker could be located on either peptide, giving rise to the unmodified and the +12 Da modified variant of both peptides involved in the cross-link (Fig. 7b). This fragmentation might explain the lack of characterised crosslinks in the MS analysis. Being a milder ionisation technique, ESI MS was also performed on the +12 Da modified peptides to observe non-fragmented cross-links. However, this yielded the same results as the MALDI analysis (data not shown). In addition, two synthetic peptides (Ac-LNLLYLLNLCONH2 and Ac-LNLLRLLNL-CONH2 ) were treated with formaldehyde and lysine according to ref. [9]. MALDI and ESI MS were performed in order to establish whether the +12 Da modifications on tyrosine and arginine were residual mass increases of lysine/formaldehyde adducts, cross-links degenerated during MS or simple +12 Da modifications. Neither of the two peptides was modified as a result of this treatment (data not shown). This indicates that the initial reaction with formaldehyde has to take place on an amine, and the +12 Da modifications of arginine and tyrosine are the results of a secondary reaction or cross-link. Additionally, the conformation of the protein or surrounding amino acid residues may play a role in the modification of these residues. 3.5.2. Methylations Numerous methylations were characterised in the TTd molecule (Table 2). These were all located on lysine residues. With the exception of a single dimethylation, the lysine residues were all monomethylated and the majority of these were located internally in the tryptic peptides, indicating that trypsin did not recognise this residue when modified. The methylations were most likely the result of reduction of the formaldehyde-induced lysine Schiff-bases (Fig. 1) and the dimethylated lysine was generated by an additional cycle of Schiff-base formation and reductive methylation. 4. Discussion In recent years, several studies have been performed on formaldehyde-treated diphtheria and tetanus toxoids, e.g. refs. [15,23–25]. These investigations have mainly been dedicated to establish parameters, which could be used for 2222 M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 2223 Fig. 6. The proposed structure of the modified tyrosine, based on the observed stability of this residue, is shown together with the known structure of the similarly modified tryptophan [22]. The methylene bridge links carbon-2 and backbone N␣ in both structures. In addition, the labile Schiff-bases are shown together with the imidazolidinone adduct of the N-terminus [9]. Alternatively, the observed +12 Da mass increases of tyrosine and arginine residues can be the residual masses of lysine/formaldehyde adducts or cross-links, which are degenerated during MS. Fig. 7. (a) (Inset) Gel filtration of tryptic digested TTd. The fraction analysed by MS is indicated. MALDI TOF MS of the fraction collected from the gel filtration. Surprisingly, several peptide pairs (unmodified and +12 Da variants) were observed in this fraction. No large peptides were observed in the high mass region (region not shown). (b) Proposed MS fragmentation of methylene bridged cross-linked peptides. The fragmentation can occur either at the ␣- or -location giving rise to both the unmodified and the +12 Da modified variant of each peptide. P1 and P2 represent different peptide units. monitoring the quality of the toxoid. This is important for both ethical and economical reasons because the development of a set of in vitro methods for predicting the potency and quality of a newly produced toxoid can lead to reduction in the number of animals used for these tests. However, no functional in vitro test has yet been accepted as an alternative for the potency determination of these toxoids, as it is extremely complicated to imitate the immune response. Fig. 5. MALDI Q-TOF MS/MS fragmentation of three variations of the same peptide eluting from the RP-HPLC in two different positions. (a) Peptide X was SPITC derivatised and fragmented. The y-ions clearly showed the sequence and revealed that the +12 Da modification was located on the tyrosine residue. (b) Peptide Y was also derivatised with SPITC and fragmented. y-ion pairs (e.g. m/z 501/513, 614/626) were observed in the low mass region, indicating that one of the C-terminal residues (most likely the arginine residue) was partially modified with a Schiff-base. y-ions containing the internal lysine (y8 , y9 and higher) were completely modified, indicating that this lysine residue also was partly modified. (c) Peptide Y was fragmented directly without prior derivatisation. Nearly complete y- and b-ion series were observed when the N-terminus was modified with +12 Da to create theoretical fragments that matched the experimental values. 2224 M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 By varying the active components (formaldehyde and lysine) during detoxification we tried to determine the limits for a non-toxic compound. In order to establish the mechanism for detoxification we performed protein chemical analysis on all samples including the intact toxin and commercial toxoid. 4.1. Matrix experiments By combining the results of the toxicity tests, SDSPAGE, amino acid analysis, RP-HPLC and MS performed on TTd01–TTd24 and using commercial TTd and native TeNT as references, a substantial amount of important information could be obtained. The SDS-PAGE results showed that inter-chain crosslinking of the TTd was dependent on the formaldehyde concentration. This was expected, as formaldehyde is known to add to the -amino group of lysine residues forming Schiffbases, and thereby being a key element in cross-linking. Remarkably, combining these SDS-PAGE analyses with the toxicity data, it could be concluded, that the inter-chain cross-linking was not the single factor determining the detoxification of the molecule. As cross-linking of TTd should prevent the transfer of the light chain to the cytosol where its substrate (synaptobrevin) is located, it was somewhat surprising that even extensive cross-linking was not sufficient for abolishing toxicity. The toxicity data showed that a successful detoxification could be maintained when the formaldehyde and lysine concentrations were reduced to 1/4 of the standard levels, indicating that the standard production of TTd was carried out well above the critical limit. Further reduction of the concentrations illustrated that both formaldehyde and lysine were critical parameters of the detoxification. The tyrosine quantity of the matrix samples provided some useful information. Even though the toxicity appeared independent of the tyrosine modification level, there was a clear correlation between the amount of tyrosine and the degree of inter-chain cross-linking of the molecules. The amount of lysine in the matrix samples was reduced compared to the TeNT. This was unexpected, as external lysines are known to cross-link to the protein in the presence of formaldehyde through lysine–lysine bonds. It was expected that comparison of the HPLC elution profiles of the matrix samples would reveal some distinct differences that could pinpoint cross-links and other significant modifications responsible for the detoxification. In particular, it was interesting to compare the elution profiles of TTd06 and TTd17/TTd18 as both samples appeared with the same degree of inter-chain cross-linking in gels, but expressed marked differences in toxicity. Hence, any difference between these two samples was potentially the modification defining the detoxification of TTd06 and leaving TTd17/TTd18 toxic. However, no differences could be observed between the two elution profiles (Fig. 3), indicating that the modifications responsible for the detoxification either did not alter the retention time of the peptide, broke down under the conditions of RP-HPLC or were present in undetectable low amounts. 4.2. Mapping onto the three-dimensional structure A few larger peptides were not observed in the off-line LC–MS analysis in spite of the peptides being amenable for mass spectrometric analysis (see Fig. 4). The small peptides missing in the peptide map are likely lost due to elution in the solvent front of the HPLC. The reason for not observing these peptides cannot be due to incomplete digestion, as the neighbouring peptides were readily observed, and only two of the peptides (residues 111–127 and 655–688) are significantly more hydrophobic than the average peptide. Mapping the larger peptides and the identified modifications onto the known 3D structures of the TeNT light chain and the C-terminal part of the heavy chain revealed some interesting features (Fig. 8). The two peptides missing in the light chain (residues 111–127 and 261–281) are both alpha-helical regions that transverse the entire globular domain of the light chain, but their main surface exposure are on the same face of the molecule close to the active site. The peptide missing in the C-terminal part of the heavy chain is a three- strand surface region. The location of the remaining three missing peptides in the heavy chain is unknown as no structure is known for this part. A common feature of the three structuremapped peptides is the presence of a surface-located tyrosine residue (Tyr122, Tyr265 and Tyr909). As tyrosine is known to generate stable formaldehyde-induced cross-links [6] an explanation for the missing peptides could be that they are cross-linked and either present in low amounts or too heterogeneous to be detected. Of the remaining missing peptides, the N-terminus of the heavy chain could be missing due to trimming of the chain (see Fig. 2) and the remainder all have a tyrosine residue located among hydrophilic residues, thus expected to be surface located. We therefore suggest that the light and heavy chain of TeNT interact or are in close contact in two locations, close to Tyr122 and Tyr265 in the light chain, and close to Tyr122, Tyr265 and/or Tyr909 in the heavy chain. Although most lysine residues are freely exposed on the surface of the molecule, most of the observed methylated lysines are observed in two regions: in the heavy chain, four out of five methylated residues are located close together while in the light chain, six out of seven methylations are located next to the ‘missing’ peptides, four on the face hypothesized to be interfacing the heavy chain. 4.3. Biological relevance of observed modifications Some of the lysine residues were incompletely modified and observed partly as unmodified residues and partly as Schiff-bases or methylated residues. In a study performed several decades ago, it was reported that lysine monoand dimethylation of TeNT could reduce toxicity [26]. M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 2225 Fig. 8. Space-fill model of TeNT light and heavy chain (C-terminal part). (A) The light chain is shown with a view of the active site. The large unmapped peptides are highlighted along with the observed modifications of methylated lysine residues and Schiff-bases. The C-terminal part of the heavy chain is shown with the face containing the large missing peptide. The C-terminus of the light chain and the N-terminus of the heavy chain are indicated. Cys438 in the light chain is known to disulfide bond to Cys466 in the heavy chain—neither is part of the known structures. (B) The two fragments in A rotated 180◦ . Note that the mapped modifications are based on the complete set of observed TTd modifications (Table 2), and that these are partial modifications. Albeit greatly reduced, the toxicity was never completely eliminated. In contrast to carbamylation, which was reported to destroy the toxicity completely, the remaining toxicity of the reductive methylation was related to the fact that the substitution of a methyl group for hydrogen in the -amino group did not introduce significant charge and stereochemical alterations of the lysine side-chain. The spacefill model (Fig. 8), shows that a methylated lysine is located at the entrance to the active site. Here, a small change in the charge environment or additional steric hindrance produced from modified side-chains might be sufficient to limit the substrate accessibility and thereby reduce the toxicity. In another study, the effect of tyrosine modification on TeNT toxicity was investigated and it was reported that when only a few nitrations of the tyrosine residues were introduced, the tetanus toxin was rendered non-toxic and immunogenic [27]. In relation, a few modified tyrosine residues were observed in this study, generating the stable compound shown in Fig. 6. Even though this modification did not introduce a charge alteration (unlike the nitration), the modification 2226 M. Thaysen-Andersen et al. / Vaccine 25 (2007) 2213–2227 might still affect the generation of stable tyrosine-lysine cross-links. Whether this is relevant for the detoxification of TTd is unknown, however, the results from this and other studies indicate that the tyrosine residues take a part in the expression of the toxicity either directly or indirectly. The active site of the TTd light chain (His232–His236) and the primary structure surrounding it was characterised as an unmodified region. Thus, it can with some assumptions be ruled out that it was the modification of the active site that destroyed the toxicity of the molecule. These assumptions included that Zn2+ , known as an essential metal ion for TeNT activity [28], was present in the TTd and that the toxin and toxoid had similar conformations. The latter is shown to be true for diphtheria, where only limited spatial changes are observed in the toxoid [24]. Hence, it is likely not the alteration of the active site that is essential for the detoxification of the TTd. In addition to the methylations described above, a number of Schiff-bases were also located to peptides/residues at the surface of the structure (Fig. 8). In theory, the Schiff-bases are known to react readily with several amino acid residues. This reactivity enable them to form cross-links to a large number of compounds, either in the vaccine or when injected into the individual. It can be speculated that cross-linking to other proteins might eliminate one or more of the three TeNT functions: (i) binding and internalization into the neuron (Cterminal of heavy chain), (ii) translocation of the light chain across the vesicle membrane into the cytosol (N-terminal of heavy chain) and (iii) cleavage of synaptobrevin (light chain). Destroying one of these functions should completely inactivate the TeNT. In relation to this, it can also be predicted that the toxicity is partly lost due to the inter-chain cross-linking of the TTd (SDS-PAGE; Fig. 2) as this could prevent the translocation of the light chain to the cytosol. Recently, Jiskoot and co-workers reported numerous formaldehyde-induced modifications when analysing reactions of formaldehyde with model peptides and a small protein [9,10]. Here, they found several peptide–glycine products and other cross-links using ESI MS. Upon fragmentation these peptides showed +12 Da fragmentation products. However, when we performed ESI MS on the +12 Da modified peptides, no cross-links were observed, i.e. results were identical to MALDI MS analysis. When comparing results from these related studies, it should be taken into account that the conditions under which these studies were performed were slightly different, e.g. 80 mM glycine and formaldehyde was used compared to the use of 10 mM lysine and 27 mM formaldehyde in this present study. The higher concentrations are likely change the nature of the chemistry processes and induce more modifications. However, this does not entirely explain the very limited number of modifications observed in the TTd. It cannot be excluded that a greater number of modifications were present in the TTd but not detected due to the off-line LC–MS approach. Every significant signal not matching a theoretical value was fragmented using MS/MS, but the very complex LC fractions increased the chance of missing important modified components due to suppression in MS or heterogeneity of the modifications. In particular we looked for formaldehyde/lysine additions, because the amino acid analyses showed the addition of this compound was crucial for detoxification. The mass increase of a single formaldehyde/lysine adduct to most residues in peptides is 158 Da (depending on which residue is modified). However, this adduct might be further modified, and hence it is very difficult to predict modifications by mass values alone. The results indicate that the nature of the formaldehydeinduced modification reaction is likely to depend on the conformation of the protein, as both the accessibility of reactants (formaldehyde and lysine) and the spatial location of the amino acid residues are parameters of importance. Based on results presented here and in other studies, the role of formaldehyde as a cross-linking agent in the detoxification process is well established. However, the function of lysine residues (or glycine) in the reaction matrix is more ambiguous. A likely effect of the amino acid residues is that they stabilise the observed Schiff-bases, which then contribute to the detoxification of TTd. In summary, two scenarios will result in loss of TeNT toxicity. First, the TTd can be modified in a way that it never reaches the location of its substrate (synaptobrevin). Secondly, the modification can prevent it from cleaving the substrate. The scenario responsible for the toxicity loss remains so far unknown. It is estimated that both the Schiffbases and the lysine methylations are capable of significantly reducing the tetanus toxin activity. However, it is unknown whether these modifications are sufficient for a complete elimination of toxicity. In addition, it is likely that the interchain cross-linking is involved directly or indirectly in the detoxification. Recently, several studies have focused on developing synaptobrevin-based assays both for the tetanus neurotoxin quantification and for the in vitro determination of specific toxicity in tetanus vaccines [29–31]. Here, it has been reported that active components are still present in the vaccine samples, which indicate that at least part of the toxicity loss is linked to the alteration of toxin to a compound that never reaches it substrate. Altogether, further studies have to be carried out to elucidate the complete detoxification mechanism. These results will, together with the information provided from this investigation, represent a fundamental basis of knowledge for designing new methods and strategies for determining the quality of TTd and other toxoids by means of in vitro techniques. Acknowledgements We thank Dr. Thomas J.D. 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