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Open Access Highly Accessed Research article

Crystal structures from the Plasmodium peroxiredoxins: new insights into oligomerization and product binding

Wei Qiu, Aiping Dong, Juan C Pizarro, Alexei Botchkarsev, Jinrong Min, Amy K Wernimont, Tanya Hills, Raymond Hui and Jennifer D Artz*

Author Affiliations

Structural Genomics Consortium, University of Toronto, 101 College St., MaRS South Tower, Toronto, ON M5G 1L7, Canada

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BMC Structural Biology 2012, 12:2  doi:10.1186/1472-6807-12-2


The electronic version of this article is the complete one and can be found online at: http://www.biomedcentral.com/1472-6807/12/2


Received:28 October 2011
Accepted:19 March 2012
Published:19 March 2012

© 2012 Qiu et al; licensee BioMed Central Ltd.

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Background

Plasmodium falciparum is the protozoan parasite primarily responsible for more than one million malarial deaths, annually, and is developing resistance to current therapies. Throughout its lifespan, the parasite is subjected to oxidative attack, so Plasmodium antioxidant defences are essential for its survival and are targets for disease control.

Results

To further understand the molecular aspects of the Plasmodium redox system, we solved 4 structures of Plasmodium peroxiredoxins (Prx). Our study has confirmed PvTrx-Px1 to be a hydrogen peroxide (H2O2)-sensitive peroxiredoxin. We have identified and characterized the novel toroid octameric oligomer of PyTrx-Px1, which may be attributed to the interplay of several factors including: (1) the orientation of the conserved surface/buried arginine of the NNLA(I/L)GRS-loop; and (2) the C-terminal tail positioning (also associated with the aforementioned conserved loop) which facilitates the intermolecular hydrogen bond between dimers (in an A-C fashion). In addition, a notable feature of the disulfide bonds in some of the Prx crystal structures is discussed. Finally, insight into the latter stages of the peroxiredoxin reaction coordinate is gained. Our structure of PyPrx6 is not only in the sulfinic acid (RSO2H) form, but it is also with glycerol bound in a way (not previously observed) indicative of product binding.

Conclusions

The structural characterization of Plasmodium peroxiredoxins provided herein provides insight into their oligomerization and product binding which may facilitate the targeting of these antioxidant defences. Although the structural basis for the octameric oligomerization is further understood, the results yield more questions about the biological implications of the peroxiredoxin oligomerization, as multiple toroid configurations are now known. The crystal structure depicting the product bound active site gives insight into the overoxidation of the active site and allows further characterization of the leaving group chemistry.

Background

There are at least 500 million clinical episodes of malaria annually with more than a million Africans dying each year, most of whom are children under 5 years of age [1]. The causative agent for the most lethal form of malaria is a protozoan parasite, Plasmodium falciparum, while P. vivax causes a less severe form, P. knowlesi is responsible for macaque malaria (but it can also infect humans [2,3]), and P. yoelii and berghei infect rodents. Plasmodium parasites are frequently subject to oxidative attack, for example, in the erythrocyte from H2O2 release during heme metabolism and from NO and reactive oxygen species (ROS) generation during the host immune response [4,5]. In addition, oxidative stress is sustained during the sexual maturation of the parasite within the Anopheles mosquito midgut and salivary gland prior to transmission [6,7]. As such, Plasmodium antioxidant defences are essential to its survival, and thus are expected to be targets for the effective control of the disease [8,9].

Interestingly, neither the Plasmodium parasites nor the trypanosomes contain a catalase or a selenocysteine-containing glutathione peroxidase (GPx), which are enzymes notably efficient for the detoxification of hydroperoxides [10,11]. Plasmodium does however possess 2 superoxide dismutases, 6 proteins homologous to thiol-dependent peroxidases, and a glutathione-S-transferase (GST). The GST has only weak GSH peroxidase activity, but it might contribute significantly to the antioxidant capacity of the parasite due to its high concentration [12]. Of those homologous to the thiol-dependent peroxidases, there is the GPx-like thioredoxin peroxidase, which is a non-selenocysteine GPx known to be significantly less active than its selenium homologue [13]. The 5 remaining thiol-dependent peroxidase homologues identified in Plasmodium include thioredoxin peroxiredoxin 1 and 2 (Trx-Px1 and Trx-Px2) from the peroxiredoxin subfamily Prx1, a 1-Cys peroxiredoxin (1-Cys Prx) from the Prx6 subfamily, antioxidant protein (AOP) from subfamily Prx5, and a very recently characterized nuclear peroxiredoxin (PfnPRx) [14] (Table 1). Interestingly, peroxiredoxins have recently been implicated in a different role, namely as a non-transcriptional rhythmic marker, indicative of the circadian clock [19]. Various strategies have been used to classify the members of the peroxiredoxin family including a phylogenetic tree analysis that categorizes them into 6 subfamilies (Prx1, Prx6, Prx5, Trx-Px, BCP, and AhpE), each of which may include the mechanistically distinct 1-Cys and 2-Cys peroxiredoxins [20,21].

Table 1. Plasomodium peroxiredoxin orthologues and corresponding PDB codes for solved structures

All peroxiredoxins contain a conserved cysteine residue at the N-terminus that is referred to as the peroxidatic cysteine (CP). During catalysis, it is oxidized by the ROS substrate (generally H2O2 or an alkyl hydroperoxide) to sulfenic acid (Cys-S-OH). Typical 2-Cys Prx contain 2 conserved cysteines, including the CP and a C-terminal cysteine (termed the resolving Cys (CR)). During catalysis, the CP sulfenic acid reacts with the CR of the adjacent monomer to form the intermolecular disulfide of the homodimer that is subsequently reduced by another (undetermined) thiol. In 1-Cys Prx, the CP sulfenic acid is directly reduced by an unidentified redox partner.

Building on the dimer formation, the 2-Cys Prx enzymes organize themselves into higher order oligomers, such as decamers, which have higher peroxidase activity. Formation of the higher order oligiomers is dependent on the redox state of CP (and CR), as well as other factors [22,23]. Both Trx-Px1 and Trx-Px2 have been identified as typical 2-Cys Prx enzymes; and a crystal structure of P. falciparum Trx-Px2 (PDB ID: 2C0D) has been published [16]. Distinguishing these two Plasmodium thioredoxin peroxidases is their cellular location, as Trx-Px1 is predicted to be cytosolic and Trx-Px2 has a mitochondrial targeting sequence [15]. Both features were recently confirmed [24]. Like the Plasmodium 1-Cys Prx from subfamily Prx6, AOP is also a 1-Cys Prx; and the P. falciparum AOP structure has been solved (PDB ID: 1XIY) [17]. AOP is thought to be an apicoplast enzyme due to its N-terminal signal motif, while the other Plasmodium 1-Cys Prx is cytosolic. Both predictions were recently confirmed experimentally [24]. Prx enzymes are highly expressed in Plasmodium (0.5% of cellular protein) and have been predicted from competitive kinetic analysis with human cells to be responsible for the reduction of 90% of mitochondrial H2O2 and nearly 100% of cytoplasmic H2O2 [25].

In order to further the understanding of the molecular details of the Plasmodium redox system, we solved the crystal structures of Trx-Px1 from P. vivax (PvTrx-Px1) in the reduced and oxidized forms, Trx-Px1 from P. yoelii (PyTrx-Px1) in the oxidized form, and a 1-Cys Prx from P. yoelii (termed PyPrx6, herein) with CP oxidized to the sulfinic acid and with glycerol bound within the active site pocket. In addition, we have structurally confirmed and characterized the PvTrx-Px1 as a H2O2-sensitive peroxiredoxin; PyTrx-Px1 as forming an octamer (instead of the typical decamer and dodecamer arrangements); and PyPrx6 as a product bound complex revealing some interesting features of these enzymes.

Results

Expression and initial characterization of Trx-Px1 from P. falciparum, P. vivax, P. yoelii, and P. knowlesi and Prx6 from P. yoelii

Constructs of the Trx-Px1 enzymes from P. falciparum, P. vivax, P. yoelii, and P. knowlesi were expressed and purified as described previously [26]. PyPrx6 was also expressed in Studier auto-induction media [27]. All were full length constructs except PyTrx-Px1 which was also expressed for crystallization with a 6-residue truncation at the N-terminus. According to our mass spectroscopic analysis, all of our purified Trx-Px1 enzymes were disulfide-linked dimers (Table 2). As verified by mass spectroscopy, each of the 4 purified Trx-Px1 enzymes could be completely reduced using 20 mM dithiothreitol (Table 2).

Table 2. Mass spectroscopy of reduced and oxidized Plasmodium Trx-Px-1 orthologues

By analytical gel filtration, all of the purified Trx-Px1 constructs (oxidized form and at high μM concentrations) eluted primarily as the higher order oligomer (i.e. octamer or decamer or dodecamer) (data not shown). Oligomerization has been shown to be dependent on numerous factors including ionic strength, pH, concentration of divalent metals, and most importantly redox state [28]. In our gel filtration, a small amount of presumably aggregated protein was followed by the oligomeric protein around (corresponding to a calculated mass of 272 or 314 kDa). In the case of PfTrx-Px1, some presumably dimeric protein was also observed, which was not noticed in previous gel filtration analyses of PfTrx-Px1 by Akerman and coworkers. [29]. These authors only observed higher order oligomers corresponding to 400 and 250 kDa for PfTrx-Px-1 and further detected the (α2)5 quaternary form by electron microscopy.

PyPrx6 was expressed in two ways: PyPrx6 expressed from our typical protocol was purified in the reduced form according to mass spectroscopy (27189.1 Da) without addition of exogenous reducing agents (with the expected molecular weight after cleavage of the N-terminal Met weight being 27188.2 Da), while PyPrx6 expressed from Studier auto-induction media was purified in the sulfinic acid form (see below). From a calibrated gel filtration column, the enzyme eluted at 220 mL (corresponding to a calculated gel filtration mass of 62 kDa) which is consistent with the expected behaviour of a dimer.

Crystal structures of Trx-Px1 from P. vivax and P. yoelii

The crystal structures of P. vivax Trx-Px1 were solved in both the reduced (PvTrx-Px1_red, PDB ID: 2I81) and oxidized forms (PvTrx-Px1_ox, PDB ID: 2H66) at 2.45 Å and 2.5 Å, respectively (Figure 1). Aside from these 2 structures, to date only rat and Salmonella typhimurium Prx1 subfamily structures have been solved in both fully reduced and oxidized (as the disulfide) redox states [21]. In comparison to other solved structures, PvTrx-Px1 is most similar (52% sequence identity) to PfTrx-Px2 [16]. It has 85% sequence identity with PfTrx-Px1 and 47% identity to its closest human orthologues. Herein, the oxidized form of PyTrx-Px1 has also been solved to 2.3 Å (PDB ID: 2H01) (Figure 1C).

thumbnailFigure 1. Structures of the dimeric units of the Plasmodium peroxiredoxins. The structures of the dimeric units of the peroxiredoxins with the CP and CR thiol side chains are shown to display the secondary structure in one of the monomers with α-helices shown in blue, β-sheets shown in pink, and sulfur and oxygen atoms displayed in yellow and red, respectively. (A) PvTrx-Px1_ox is shown with only one disulfide visible, as the second one is not visible due to the lack of structure at the C-terminus (thus CR) of the monomer shown with secondary structure colours. (B) PvTrx-Px1_red with all 4 reduced thiols clearly visible. (C) PyTrx-Px1_ox with the 2 disulfides clearly displayed; and (D) PyPrx6 is shown with its sulfinic acid active site cysteine and with glycerol bound.

The structures of each (PvTrx-Px1_red, PvTrx-Px1_ox, and PyTrx-Px1_ox) contain the typical thioredoxin-fold found in known peroxiredoxins. There is a central 7-stranded β-sheet comprised of β2-β1-β5-β4-β3-β6-β7 with β1 and β6 running anti-parallel relative to the other strands. This β-sheet is sandwiched by α1 and α4 on one side and α2, α3, and α5 on the other side. The root mean square deviation (rmsd) between PvTrx-Px1_ox, and PyTrx-Px1_ox is 0.91 Å when superimposing over the monomer encompassing Cα's from residues 2 to 177. The remaining residues of the C-terminus are disordered (from 178 to 195) in the PvTrx-Px1_ox structure.

In PvTrx-Px1_red structure, the CP residue (Cys50 for P. vivax) is located at the first turn of helix α2 at the end of a narrow accessible channel formed by a loop-helix motif and surrounded by 3 conserved residues Pro43, Thr47, and Arg125 (Figure 2A, red/dark grey). The pyrrolidine ring of Pro43 limits solvent accessibility and protects the reactive cysteinyl sulfenic acid from further oxidation during catalysis. The distance between Cys50 and the corresponding CR thiol from its dimeric partner is 13.5 Å in the reduced form. In both the oxidized structures of PvTrx-Px1_ox and PyTrx-Px1_ox, the α2 helix is locally unfolded (LU) around the CP, such that the α2 helix begins after the CP with Ser52 (coloured in orange in Figure 2A for Pv and Py: PvTrx-Px1_ox) or Ser46 (Figure 2B for PyTrx-Px1_ox). Some conserved residues that form the active site in the reduced structure are in the same positions and orientations in both the oxidized structures (Pro43, Thr47, and Arg125 for PvTrx-Px1, Figure 2A, orange/light grey and Pro37, Thr41, and Arg119 for PyTrx-Px1, Figure 2B). The CP has rotated to the surface as part of a highly exposed loop; and SP (sulfur of CP) is engaged in a disulfide bond with SR (sulfur of CR) of the enzyme's dimeric partner forming a domain swapped homodimer.

thumbnailFigure 2. PvTrx-Px1 and PyTrx-Px1 active sites. (A) Active sites of PvTrx-Px1_red and PvTrx-Px1_ox are shown in red/dark grey and orange/light grey, respectively. Note the positioning of Pro43, Thr47, and Arg125 are unchanged between the reduced and oxidized forms. The dramatic change of the active site CP in the reduced form (red) is shown as untwisting of the helix to meet the CR from its dimeric partner. As well, the formation of the disulfide results in the disruption of the final C-terminal α-helix. Note that in the reduced form the CP and CR are separated by 13.5 Å. (B) Active site of PyTrx-Px1_ox is shown for comparison.

PvTrx-Px1 and PyTrx-Px1 are H2O2-sensitive peroxiredoxins

The 3 sequence motifs that define the H2O2-sensitive peroxiredoxins include: (1) the conserved loop-helix from Pro43 to Glu53 surrounding the CP; (2) a 310 helix-loop from Pro89 to Ile98; and (3) the 29 C-terminal residues from Gly167 including CR and conserved bulky residues [30]. The loop-helix is completely conserved among human, rat, and Plasmodium peroxiredoxins. However, the Plasmodium enzymes are a slight variation of 310 helix-loop and C-terminal tail motifs with sequences including 93GGIG96 and 191YL192, respectively, instead of the typical GGLG and YF (Figure 3A). Upon addition of 500 μM to 5 mM H2O2 to reduced (by DTT) PfTrx-Px1, PvTrx-Px1, PkTrx-Px1, or PyTrx-Px1 enzymes, additions of 2 and 3 oxygen atoms were observed by mass spectroscopy, confirming that these enzymes are H2O2-sensitive. Structurally, the first loop-helix and the C-terminal arm of P. falciparum were predicted by modelling to undergo the same structural rearrangement during catalysis as the mammalian peroxiredoxins [31]. Figure 3B, 3C illustrate the structural changes that PvTrx-Px1 does indeed undergo during catalysis further supporting its characterization as a H2O2-sensitive peroxiredoxin. Although predicted by Kawazu [31], to be fluid (i.e. structurally disordered) from Pro171 immediately following CP, the C-terminal tail is an ordered loop from Pro171 to Gly177 in the PvTrx-Px1_ox structure. The PyTrx-Px1_ox structure also shows a similar arrangement of conserved residues, a 310 helix-loop motif at 90PLSQGGIGNI98, and a C-terminal tail bearing a 191YL192 motif (nearly identical to PvTrx-Px1 that folds upon reduction into a loop followed by an α-helix), so it is also expected to be a H2O2-sensitive peroxiredoxin (Figure 2B and 3A). The conserved 191YL192 motif that is located on the α-helix close to the surface stabilizes the full-folded conformation. This motif therefore slows the resolution reaction and allows overoxidation by reaction with a second equivalent of peroxide. In contrast robust peroxiredoxins do not have residues protecting the CP and are quickly oxidized to the disulfide [30].

thumbnailFigure 3. PvTrx-Px1 is H2O2-sensitive. (A) Comparison of the sequences of the H2O2-sensitive mammalian peroxiredoxins to the Plasmodium peroxiredoxins discussed herein. (B) & (C) Active sites of the reduced and oxidized forms of PvTrx-Px1 exemplifying the features described in the text of the H2O2-sensitive peroxiredoxins.

Disulfide bonds in the PvTrx-Px1_ox and PyTrx-Px1_ox structures

Upon examination of each dimer of PvTrx-Px1_ox decamer ((α2)5 oligomer) (Figures 1A and 4A), only 4 of a possible 10 disulfide bonds are clearly defined in the crystal structure. There is inadequate density to define the C-terminal tail from around the CR for the remaining residues, so that for several of the monomers only the side chain of CP but not that of CR is visible. In the case of the PyTrx-Px1_ox octamer ((α2)4 oligomer) (Figures 1C and 4B) (for which the data was collected at a home source) the Cys-SP to Cys-SR distances measure ~3 Å (notably, bond lengths at the resolution of these structures are derived from a combination of x-ray data and chemical constraints). There are no reports indicating that disulfide bonds are labile under the conditions used in our PyTrx-Px1 experiments. As expected, the C-terminal tails of PvTrx-Px1 and PyTrx-Px1 have higher B-factors than the other parts of the molecule, indicative of a more fluid region and also of the apparent absence of detectable disulfide bonds in portions of the PvTrx-Px1 structure and the distortion of the disulfide bond length in the PyTrx-Px1 structure. In previously published crystal structures of oxidized 2-Cys Prx, the Cys-SP to Cys-SR distance is also longer than expected for a disulfide bond (as the typical bond length is 2.05 for a disulfide). For example in the structure of a 2-Cys Prx from Helicobacter pylori (HpAhpC) (PDB ID: 1ZOF), the Cys-SP to Cys-SR distances measurements range from 2.0 to 3.2 Å and in a P. falciparum 2-Cys Prx (PfTrx-Px2) (PDB ID: 2C0D) one of the disulfides is shown in two different orientations (2.0-2.2 Å) indicative of the structural flexibility of these structures, while the other measures at 2.6 Å. Our analysis using mass spectroscopy (already discussed) and the overall structural configurations (i.e. local unfolding about CP and at the C-terminus) both support PvTrx-Px1_ox and PyTrx-Px1_ox being in the oxidized form making these long Cys-SP to Cys-SR distances not easily accounted for, yet prevalent in the Prx1 subfamily.

thumbnailFigure 4. Plasmodium peroxiredoxin oligomeric structures. Oligomeric structures of (A) PvTrx-Px_ox and (B) PyTrx-Px1_ox showing the internal dimer. (C) The close-up view of a hydrogen bond at the A-type interface between the side chain of Lys81 from one monomer (cyan) and the main chain carbonyl of Lys172 from an adjacent molecule (grey) with the 2mFo-dFc electron map contoured at 1.0 σ (blue mesh). (D) Examples of the novel hydrogen bonding interactions of the PyTrx-Px_ox are circled in black. The panel is simplified to show only a tetramer for clarity, but indeed there are hydrogen bonding interactions across all of the A-type interfaces. Although the hydrogen bonding interaction is at the A-type interface, it is formed between distant chains in an A-C fashion (where A, B, C, and D chains are pink, grey, cyan, and green, respectively). For example, in the pink chain Lys172 carbonyl backbone is shown hydrogen bonding with the side chain of Lys81 from the cyan chain (A-C fashion) and in the grey chain Lys81 is hydrogen bonding with the main chain carbonyl of green Lys172 (B-D fashion). A comparison of the A-type interactions (E) and B-type interactions (F) between PvTrx-Px1 and PyTrx-Px1 is shown. In (E) and (F) the monomer structures (dark green and purple) are structurally aligned (rmsd = 0.573 Å), so that upon comparison of the corresponding dimeric partners the difference in the interfaces are shown (PvTrx-Px1 shown in light greens and PyTrx-Px1 shown in light blue/purple). A full alignment of the A-type dimers gives a rmsd = 1.065 Å, while a full alignment of the B-type dimers gives a rmsd = 3.137 Å.

Oligomeric organization of PvTrx-Px1 and PyTrx-Px1

Oligomeric peroxiredoxins are formed via at least 2 types of interactions: (1) B-type interactions where edge to edge associations of β7 strands of the central sheet meet to extend it into a 14-stranded β-sheet; and (2) A-type where the interface is a tip to tip association centred on helices α4 and α5 packing against helices α4 and α5 of the other chain [17]. The dimer interface of the PvTrx-Px1_ox and PyTrx-Px1_ox (i.e. where the interactions resulting at the surfaces formed by the disulfide bond) is termed the B-type interaction face. Accordingly, the same dimeric unit is expected in the reduced structures. These dimers then associate via A-type interactions to form the higher order oligomers, which are typically decameric and dodecameric. PvTrx-Px1_ox and PvTrx-Px1_red arrange in a decameric fashion (according to our crystal structure), which from a survey of peroxiredoxin structures deposited to the PDB is the most common oligomerization. According to our results (namely a crystal structure and the gel filtration elution times characteristic of the higher order oligomer and not a dimer), the toroid PyTrx-Px1 structure is unique in that it is octameric (Figure 4B). PvTrx-Px1_ox and PvTrx-Px1_red decamers have internal diameters of ~58 Å, while PyTrx-Px1_ox octameric diameter is correspondingly smaller at ~50 Å. Li et al. reportedly solved the structure of another octameric peroxiredoxin (Mycobacterium tuberculosis AhpE), but this has been disputed as simply a crystallographic artifact, as predominately dimers were observed in gel filtration and the octameric interface is not extensive and does not involve the typical interfaces [32,33]. It could be argued that the octameric arrangement of PyTrx-Px1 is a result of the crystal packing of PyTrx-Px1_ox dimers; however, no dimers were observed in the gel filtration of the PyTrx-Px1_ox sample which was done at a high μM concentration comparable to crystallization experiments. Interestingly, there is a hydrogen bonding interaction in the PyTrx-Px1 structure between distant monomers and more specifically between adjacent dimers, where the C-terminal tail of one monomer crosses its dimeric partner to hydrogen bond to next monomer. Contributing to the stability of the octamer, the side chain of Lys81 is within hydrogen bonding distance (3.2 Å) of the backbone carbonyl of Lys172 (Figure 4C). Indeed, there are interactions between each of the pairs A-C, B-D, C-E, D-F, E-G, F-H, G-A, and H-B, as one would expect from symmetry (Figure 4D). Although these 2 residues are conserved in PvTrx-Px1, there is no similar interaction in the PvTrx-Px1_ox or PvTrx-Px1_red structures (where the corresponding residues are Lys87 and Gly177). There is 83% sequence identity between the P. yoelii and P. vivax Trx-Px1 enzymes, so the differences in oligomeric state were not predictable. Previous reports have identified alterations of the B-type interface as conferring the different orders of oligomeric state, while the A-type interface remains constant [33]. An alignment of the Cα's of a monomer from the decameric PvTrx-Px1_ox with a monomer from octameric PyTrx-Px1_ox (rmsd = 0.573 Å) is shown in Figure 4E, F to illustrate the overlap of each accompanying monomer in the A-type interface and B-type interface, respectively. In Figure 4E, the corresponding A-type interface dimer is shown for the octamer and decamer which visually appears to preserve the overlap for their respective dimeric partners. Indeed, a structural alignment of the A-type dimers between the octamer and decamer gives a rmsd of 1.065 Å. Figure 4F shows the same monomers aligned, but in this case, their respective B-type interface with the dimeric partner from the opposite side shown. Here, one can see that the overlap is poor which is also reflected as a much larger rmsd of 3.137 Å for the alignment of octameric and decameric B-type dimeric partners. In order to more directly compare the interfaces, each monomer is simplified to the 2 Cα's of conserved leucine residues at its core, for example, Leu 102 and Leu139 from PvTrx-Px1and corresponding Leu96 and Leu133 from PyTrx-Px1 (Figure 5A, B, respectively). An analysis of the changes between the PyTrx-Px1 octamer and the PvTrx-Px1 decamer was undertaken using these conserved core residues as a representation of each monomer. Indeed, the model is validated, as the distance between the selected leucine residues (termed core length) is conserved throughout each of the structures and is similar between the two structures (Figure 5D). The orientation (termed angle between the dimers) and distance between the dimers within the oligomer is also conserved between the PyTrx-Px1 octamer and PvTrx-Px1 decamer (Figure 5D). On the other hand, the orientation (termed angle between monomers) and distance between the monomers of the dimer (termed core distance) is dramatically different between the octamer and decamer. The observation that the different oligomerization is attributable to the interface within the dimer suggests that the oligomerization is not an artifact of crystallization and that the dimer itself is unique at least in terms of its B-type interface.

thumbnailFigure 5. Scheme describing the differences in oligomerization. (A) The Cα's from 2 conserved leucine residues (i.e. Leu 102 and Leu139) are shown for PvTrx-Px1. Two dimers are highlighted: the first comprised of blue and green monomers and second comprised of yellow and orange monomers. (B) The Cα's from 2 conserved leucine residues are shown (i.e. Leu96 and Leu133 in PyTrx-Px1). Two dimers are highlighted: the first comprised of green and purple monomers and second comprised of yellow and blue monomers. (C) The same spheres are shown from (A) from a different angle and scale with a grey line connecting the Lys's of the same monomer for clarity. The distances and angles calculated (by Pymol) in the next panel are defined. Note that these were made for the sole purpose of comparing the orientation of the monomers within the structure at the B-type interface and at the A-type interface. (D) Summary table showing the average distances and angles calculated for each of the measurements indicated in the previous panel. The standard deviations are not shown for clarity, but are less than 0.5% in each case.

Analysis of the structures of PyTrx-Px1 and PvTrx-Px1 identifies several key points of difference between the structures that may account for difference in oligomerization. First of all, the presence of a hydrogen bond between the dimers of PyTrx-Px1 (and not PvTrx-Prx1) was already discussed (Figure 4C, D). Secondly, the C-terminal tails have different orientations, such that they are binding at different positions on the surface of their respective dimeric partners (Figure 6). The tails are bound by an intermolecular disulfide between CP and CR, as well as a series of hydrophobic interactions. The different binding orientations are linked to the orientation of the side chain of a conserved arginine (Arg142 and Arg148 for PyTrx-Px1 and PvTrx-Px1, respectively) (Figure 6A, B). In the case of PvTrx-Px1, the arginine is buried and the C-terminal tail adopts the typical binding pattern on the surface of its respective dimeric partner (Figure 6D). As opposed to PyTrx-Px1 where the equivalent arginine side chain is at the surface of the protein obstructing the typical pathway, such that the C-terminal tail adopts a different position at the surface of its partner (Figure 6C). Using the NCBI Molecular Modeling Database http://www.ncbi.nlm.nih.gov/Structure/MMDB/mmdb.shtml webcite, a search was performed to identify 3D structures to similar PyTrx-Px1. A manual inspection of each the 2-Cys peroxiredoxins of the 143 low redundancy hits (from the 1532 total hits) showed no similarity in orientation to the PyTrx-Px1 C-terminal tail, as expected as no other toroid octameric peroxiredoxins are known to date. A second point of differentiation between the two structures is a loop with the conserved sequence 142NNLA(I/L)GRS149 (numbering from PvTrx-Px1 (PDB: 2H66)) that connects α5 and β7 (β-sheet involved in the peroxiredoxin B-type interface) and contains the afore mentioned buried/surface Arg. The loops from each structure adopt different conformations that put Arg142 at the surface for PyTrx-Px1 and the corresponding Arg148 buried for PvTrx-Px1. Although the PvTrx-Px1 structure is from a full-length construct, only a structure with an N-terminal truncation of 6 residues crystallized sufficiently well for data collection in the case PyTrx-Px1. Although both constructs bear a N-terminal His6-tag, the tag could only be cleaved from the PvTrx-Px1 construct. Even after several days at room temperature (where typical conditions require an overnight reaction at 4°C), the His6-tag remained intact on PyTrx-Px1. Although the tag is partially visible in PyTrx_Px1 case(-3AFQG1 from PDB: 2H01), it is not close enough to the conserved loop in both cases to affect its orientation. Further studies will determine what roles the structural features identified herein (i.e. the hydrogen bond between the dimers, the N-terminal tail, the surface/buried arginine, the NNLA(I/L)GRS-loop, and the C-terminal tail) play in the stoichiometry of oligomerization of these Trx-Px1 enzymes.

thumbnailFigure 6. Role of C-terminal tail and NNLA(I/L)GRS-loop in the determination the oligomerization of PyPrx-Tr1. (A) and (B) Two views of the oxidized monomers of PyTrx-Px1 (blue) and PvTrx-Px1 (yellow) showing their structural differences: C-terminal tail adopts a different orientation in each structure, NNLA(I/L)GRS-loop also adopts a different orientation in each structure (see panel B), and the Arg adopts a surface position in PyTrx-Px1 and a buried position in PvTrx-Px1. Note that chain I from PDB: 2H66 is used because it is most complete at the C-terminus. As well, portions of the structures in (B) are hidden to facilitate the view of the loop (including up to Tyr42 from the N-terminus and from Ala56 to Asp 77). (C) In order to demonstrate how the C-terminal tail positions itself in the dimer, a hybrid surface-cartoon rendering of PyTrx-Px1 shows the orientation of the C-terminal tail and the NNLA(I/L)GRS loop in grey. (D) and (E) For comparison, the hybrid surface-cartoon renderings of PvTrx-Px1 show the orientation of the C-terminal tail and the NNLA(I/L)GRS loop in grey. Note that (D) is from chains I and J which only shows a complete C-terminal chain for I. As well, for (E) chains C and D are used which both truncate around CR for the C-terminal tail, but show that the C-terminus is the same up to this point.

Crystal structure of PyPrx6 with product bound

The PyPrx6-SO2H crystal structure has been solved at 2.3 Å (PDB ID: 3TB2). It is 47% identical to its closest human orthologue and shares 76% sequence identity with its P. falciparum orthologue. The closest available structure by sequence (at 48% sequence identity) is Arenicola marina peroxiredoxin 6 which was further identified as a 2-Cys Prx [34], but it also shares 47% sequence identity with a solved structure for a human 1-Cys Prx [35]. Overall, the human (PDB ID: 1PRX) and P. yoelii structures are very similar with a core thioredoxin-fold and a C-terminal domain connected by both an extended helix α5 and a loop. The core rmsd is 1.38A for 401 aligned residues in both structures. The C-terminal domain of PyPrx6 that comprised of 3 β-strands and a α-helix is larger than the C-terminal domain from the Prx1 subfamily (Figure 1D). This domain from each monomer extends over the other forming a domain swapped dimer.

The active site CP (Cys47) is located at the bottom of a narrow pocket (~4 Å by ~7 Å) at the end of helix α2. There are 2 additional densities in each of the 4 active site pockets of the asymmetric unit (Figure 7) which are best filled by a glycerol molecule (from the purification buffer used which contained 5% glycerol) and fitting the CP residues to their sulfinic acid derivatives (CP-SO2H). Previously, the CP has been structurally characterized in the whole range of oxidation states (including CP-SH, CP-SOH, SP-SO2H, CP-SO3H, and CP-SS-CR) [36]; and our data agrees with those sulfinic acid structures previously studied. As well, nearly 20 peroxiredoxin structures have either substrate or what has been termed substrate analogue bound in their active site pockets, including H2O2, benzoate, acetate, dithiothreitol (oxidized), ethylene glycol, glycerol, sulfate, citrate, and formate [36].

thumbnailFigure 7. PyPrx6 active site depicting the sulfinic acid and the binding orientations of glycerol. (A) Fc-Fo omit map (1.62 σ) of the active site from the 4 chains within the asymmetric unit of PyPrx6 (PDB: 3TB2) showing the density assigned to both the sulfinic acid of CP and the glycerol bound in the active site. Glycerol and sulfinic acid are labelled as GOL and CSD, respectively. Note that the carbons are yellow, sulfur is green, oxygen is red, and nitrogen is blue. (B) A comparison of the binding orientations of each of the glycerol molecules of PyPrx6 relative to H2O2 derived from an alignment with the ApTrx-H2O2 structure (PDB: 3A2V) with our PyPrx6 structure. The H2O2 is shown as the red oxygen atoms with positions OA and OB labelled, while the 4 glycerol molecules in the PyPrx6 structure are shown with different coloured backbones and red oxygen atoms. Note that in each case, the terminal oxygen of the glycerol molecule aligns with position OB. (C) For comparison, from a similar structural alignment the known binding orientations for glycerol (from PDB: 3A2W (ApTrx, chains A and C with the glycerol molecules depicted in pink and green, respectively) are compared to the same binding of H2O2 (PDB: 3A2V). Note that for ApTrx chain A, the glycerol terminal oxygen aligns with position OA, while the glycerol molecule from ApTrx chain C has oxygen atoms aligning with positions OA and OB as was previously reported [37] All structural alignments derived from the alignment of the following conserved residues PxxxxTxxCP, as was done previously [37].

In order to understand the reaction mechanism, our focus is on the comparison of structures with substrate (H2O2) or glycerol bound. The binding of H2O2 to Aeropyrum pernix Tpx (thiol peroxidase) has been structural characterized (PDB: 3A2W and 3A2V) [38]. Further work on these structures and comparisons to other ligand bound peroxiredoxin structures previously showed that oxygen atoms of the ligands overlap with the proximal (relative to CP) oxygen atom (OA) and/or the distal oxygen atom (OB) of bound H2O2 [37]. Interestingly, the glycerol molecule found in these structures can adopt all three possibilities: (1) in one monomer of ApTrx (PDB: 3A2W) it is found with a single oxygen atom overlapping OA (Figure 7C, pink); (2) in another monomer of ApTrx (PDB: 3A2W), it is found to overlap with both OA and OB (Figure 7C, pink); and (3) reported for the first time, in our structure of PyPrx6, the glycerol is observed to overlay with only OB (Figure 7C, purple). Previously, only 2 anionic ligands (sulfate and citrate) were observed to occupy OB alone (see PDB: 1TP9 and 3DRN) [37]. Despite variations in the backbone orientation of the glycerol in our structure (which is also seen in the ApTrx glycerol bound chains and presumably due to its conformational flexibility), the binding of all 4 glycerol molecules shows that each binds with the terminal hydroxyl in a similar position overlapping with OB site (Figure 7B). Oxygen atoms at position OA are postulated to be a mimetic for the substrate bound in a Michaelis complex ready for attack by the nucleophilic CP, while oxygen atoms at position OB are indicative of the leaving group (H2O or alcohol) [37]. As such, it can be suggested that the glycerol positioned with its terminal hydroxyl at OB is in a product bound configuration. Although there is variability in the binding of the remainder of the glycerol molecule, the alkyl group is always directed away from the active site pocket and the oxygen of the leaving group is in close proximity to a conserved threonine (Thr44). This arrangement suggests that it may be the proton donor, although others have suggested that this threonine functions as a hydrogen bond acceptor as it deprotonates the incoming substrate for attack by the CP thiolate and that bulk solvent is responsible for the protonation of the leaving group [37]. Therefore, the active site pocket is adapted to accommodate different substrates (and thus products), which is exemplified through the structural flexibility exhibited in the product bound glycerol shown herein. As well, the OB position appears to be designated for the oxygen of the leaving group and is well positioned for protonation by a conserved threonine.

The conserved residues of the CP loop comprised of 40PxxxxTxxCP47 and conserved Arg127 (numbering refers to PyPrx6) are implicated in catalysis (Figure 8). For the conserved arginine in both PyPrx6 (Arg127) and ApTrx•H2O2 structures, it adopts position I, typical of Prx6, which bears a conserved arginine (Arg152) and glutamate (Glu50) (or possibly a glutamine or histadine) and supports the positioning by a hydrogen bonding network, as previously described [37]. The active site geometry is fully folded (FF) and is virtually identical to that of the ApTrx•H2O2. As was recently described, the nucleophilic CP (as activated by a main chain amide N-H and the conserved arginine guanidinium) is expected to act as a thiolate and attack the substrate in an SN2 fashion [37]. These hydrogen bonds, as well as those secondary ones from the backbone carbonyls and the glutamic acid/second conserved arginine, surrounding the CP are preserved between the ApTrx x•H2O2 and the PyPrx6•glycerol structures suggesting that the sulfinic acid form may be activated, and thus sufficiently nucleophilic (similar to its full reduced state) within the active site to undergo a further reaction with substrate. This would result in a subsequent oxidation of the active site to the sulfonic acid. Indeed, this form of the CP has been structural characterized in other cases (PDB: 2CV4, 2NVL, and 1XIY). The conserved proline serves as a barrier to solvent, while the main chain of the CP loop provides hydrogen bonds to the CP and the conserved threonine. Although at a reduced efficiency owing to the relative activity of an oxidized thiol relative to a thiolate, the preservation of the hydrogen bonding network about the active site cysteine, indicates that sequential H2O2 reductions are possible.

thumbnailFigure 8. Comparison of the active sites of PyPrx6•glycerol with ApTrx•H2O2. A view into the active site from above shows select main chain and side chain residues of PyPrx6 (PDB: 3TB2) in dark grey (with the associated glycerol shown in purple/red). In light grey the corresponding ApTrx (PDB: 3A2W) side chain residues are shown (with the associated H2O2 shown in pink/dark red to differentiate OA and OB). The structural alignment is derived from the alignment of the following conserved residues PxxxxTxxCP, as was done previously [37].

Discussion

Plasmodium lacks the two major antioxidant enzymes of eukaryotic cells, namely glutathione peroxidase and catalase [39]. As such, the parasite is likely to rely on the peroxiredoxin family to control peroxide production (as well as other reactive oxygen and nitrogen species) during critical stages of its lifecycle, for example during erythrocyte invasion when heme metabolism and immune response pathways ensue. During the trophozoite stage (feeding period), Prx enzymes accounts for 0.5% of the total expressed protein [40]. One recent study suggests that PfnPrx, the P. falciparium nuclear peroxiredoxin might be essential in the erthyrocyte stage, as neither P. falciparum or P. berghei knock-out lines could be generated despite several attempts and success with generating tagged nPrx-GFP fusion cell lines [14]. Analysis of the growth of a P. berghei Trx-Px1 knockout also suggests that Trx-Px1 is not essential for growth, but P. falciparum and P. bergei show differences in their lifecycles [41]. There is a possibility that Trx-Px1 is essential during the asexual growth of P. falciparum [31]. Expression of Pf1-Cys Prx is elevated during the trophozoite and early schizont stages (when the parasites are maturing during the liver phase) suggesting that this subfamily detoxifies ROS, like those released during heme metabolism [40]. Despite the important roles of peroxiredoxins, whether inhibitors targeting Plasmodium peroxiredoxins will lead to parasite death remains to be determined.

Structural characterization of the 2-Cys Prx enzymes has shown that the C-terminal tail (referred to as the CR) is essential for stabilizing the octameric/decameric arrangement of peroxiredoxins. When Trx-Px1 (or another 2-Cys Prx) is oxidized to the disulfide form, the CR loop is unfolded; and structural support of the octamer/decamer/dodecamer interfaces are weakened giving rise to dimer formation (as seen in part when our oxidized PfTrx-Px1 is run on a gel filtration column). When the CR loop is folded as in the reduced form, the higher order oligomer is favoured because of increased stabilization for the B-type interface which supports oligomerization. The dramatic rearrangement of the C-terminal tail and ensuing changes in stability are clearly demonstrated in our structures from PyTrx-Px1 and PvTrx-Px1 (both oxidized and reduced forms). However, the high concentrations of protein used in crystallizing the enzyme (and also apparently during most of our gel filtration experiments) may account for the trapping of the disulfide forms of these peroxiredoxins in their predicted unfavoured octameric/decameric/dodecameric forms. Factors associated with the oligomeric forms primarily include reduction of the active site disulfide, but also, high or low ionic strength, low pH, high magnesium or calcium concentrations, and overoxidation of the peroxidatic cysteine (Cys-SO2H) [28]. At physiologically relevant concentrations, peroxiredoxins can be expected to exist as dimers awaiting reduction; and upon reduction, the catalytic cycle is complete and the reduced peroxiredoxin oligomerizes [23]. With data from the novel octameric configuration of PyTrx-Prx1 studied herein, other specific structural features affecting oligomerization are considered. The molecular basis for octamer formation relies on the hydrogen bond between the dimers which is facilitated by the positioning of the C-terminal tail which in turn rests on interplay between the surface/buried arginine of the NNLA(I/L)GRS-loop and possibly the N-terminal tail. In vivo work directed at the further characterization of the different sizes and configurations of the oligomers will be necessary to fully understand the biological implications.

Aside from being antioxidant proteins, 2-Cys Prx (Prx1) has also been implicated in H2O2-mediated signal transduction. Eukaryotic 2-Cys Prx enzymes are sensitive to oxidative inactivation, while their bacterial orthologues are robust with respect to overoxidation [30]. The Plasmodium 2-Cys Prx enzymes accordingly have the 3 sequence motifs indicative of the H2O2-sensitive peroxiredoxins, and as shown herein are structurally identical with respect to sensitivity to H2O2 to known H2O2-sensitive 2-Cys Prx enzymes, thus allowing low resting levels of H2O2, while permitting higher levels during signal transduction.

The PyPrx6 structure presented herein has greatly enhanced our understanding of the chemistry of the peroxiredoxins. With a product bound configuration, the residues supporting the leaving group are further understood. There is flexibility for the alkyl chain, but the OB position is indeed designated for the oxygen of the leaving group. As well, the retention of hydrogen bonds about the active site thiol (even in an oxidized state) indicates that it is poised for further reaction, albeit at a reduced efficiency owing to the reduced activity of an oxidized thiol relative to a thiolate.

Conclusions

Our structural data and mass spectroscopy confirms that PvTrx-Px1 is H2O2-sensitive peroxiredoxin. The characterization of the oligomerization of PyTrx-Px1 has identified structural features supporting its novel octameric oligomerization. Previously unreported abnormalities of the disulfide bond measurements in some of the Prx crystal structures are brought to the forefront. Finally, a crystal structure with an alcohol bound and the CP oxidized gives a view to the product bound complex providing insight into leaving group and the susceptibility of some peroxiredoxins to overoxidation. These results enhance our understanding of the structural variations of the peroxiredoxin oligomers and the nature of the catalysis by these remarkable enzymes. Further work will lend insight into the biological implications of the oligomerization and how to exploit the active site features in drug discovery programs.

Methods

Cloning, expression, and purification

Full-length P. falciparum Trx-Px1 encoded by PlasmoDB ID: PF14_0368 http://plasmodb.org/plasmo/ webcite[42] was cloned from P. falciparum 3D7 genomic DNA with a His6-tag with an integrated thrombin cleavage site (MGSSHHHHHHSSGLVPR*GS). Full-length P. knowlesi Trx-Px1 encoded by PlasmoDB ID: PKH_126740 was cloned from P. knowlesi H genomic DNA with a His6-tag with an integrated TEV cleavage site (MGSSHHHHHHSSGRENLYFQ*G). Full-length P. vivax protein encoded by PlasmoDB ID:PVX_118545 with an N-terminal His6-tag and TEV cleavage site (as above) was cloned from a P. vivax Salvador I cDNA library (generously provided by Prof. Liwang Cui of Penn State University). Full-length P. yoelii protein encoded by PlasmoDB ID: PY00414 (Trx-Px1) was cloned from P. yoelii 17XNL genomic DNA with an N-terminal His6-tag and integrated TEV protease site (as above). Full-length P. yoelii protein encoded by PlasmoDB ID: PY04285 (Prx6) was cloned from P. yoelii 17XNL genomic DNA with an N-terminal His6tag with different integrated TEV protease site (MGSSHHHHHHSSGRENLYFQ*GHM) and C-terminal addition (GS). All enzymes were expressed and purified according to methods described previously [26] except for PyPrx6 which was expressed from Studier auto-induction media [27].

Characterization

All mass spectra were completed on an Agilent LC-MS-TOF (Model #G1969A) running in positive ion mode and integrated with an Agilent 1100 series HPLC using an Agilent Poroshell 300-SB-C3 column for fast binding/elution desalting. All gel filtration experiments were complete on a AKTA purifier chromatography system (GE Healthcare Life Sciences) equipped with a Superdex S200 gel filtration column that was calibrated with 4 samples (bovine thyroglobulin (670 kDa), bovine γ-globulin (158 kDa), chicken ovalbumin (44 kDa), and horse myoglobin (17 kDa) all from Bio-Rad) in 10 mM HEPES, pH 7.4 and 500 mM NaCl.

Crystallization and structure determination

PvTrx-Px1_ox with the His6-tag intact was crystallized by mixing 1.5 μL of protein (at a concentration of 8 mg/mL in a buffer of 10 mM HEPES, pH 7.5, 500 mM NaCl) with 1.5 μL of reservoir solution containing 5% Peg 4 K, 50 mM NaAc, 100 mM NaAc, pH 4.6 in a hanging drop vapour diffusion setup with over 350 μL of reservoir solution at 18°C in VDXm plates (Hampton Research). Crystals appeared overnight and were flashed-cooled in liquid nitrogen (N2(l)) for data collection. Single wavelength data was collected at a synchrotron source (APS Beamline 17-ID) with a CCD detector (ADSC quantum 210). PvTrx-Px1_red with the His6-tag intact was crystallized using the hanging drop vapour diffusion method in a VDXm plate with 350 μL of mother liquor at 18°C. 1.5 μL of the protein solution treated with 5 mM TCEP was mixed with 1.5 μL of the reservoir solution containing 19% PEG 3350, 150 mM lithium citrate. Crystals appeared overnight. Data for crystals flash frozen in N2(l) was collected at the synchrotron (APS Beamline 17-BM) with a CCD detector (MAR CCD 165 mm). PyTrx-Px1 with the His6-tag intact was crystallized at 4.3 mg/mL using the sitting drop vapour diffusion method in a Linbro plate with 300 μL of mother liquor at 18°C. 1.5 μL of the protein solution was mixed with 1.5 μL of the reservoir solution containing 1.6 M ammonium sulfate, 100 mM HEPES, pH 6.8, 200 mM NaAc, 20 mM NaBr, 5% ethylene glycol. Crystals appeared in 3-5 days and were flash frozen in N2(l) with data collected on a Rigaku FRE Superbright rotating anode with an RAXIS IV plate reader. PyPrx6 with the His6-tag intact at 15 mg/mL was crystallized by means of by hanging drop vapour diffusion in a VDXm plate. The plate was set with 1.5 μL protein plus1.5 μL buffer in each drop and 350 μL reservoir volume per well. Crystals emerged in 23% Peg 3350, 0.1 M Bis-Tris pH 5.5, 200 mM (NH4)2SO4 and 5% ethylene glycol at 20°C. MAD data from a crystal flash frozen in N2(l) was collected at the synchrotron (APS Beamline 17-ID) with a CCD detector (ADSC Quantum 4).

Data were processed using the HKL2000 package [43]. Each structure was solved by molecular replacement using modified homology models created with the FFAS03 program [44]. The structures were refined by iterative rounds of manual building in Coot [45] and refinement using refmac5 from CCP4 package [46]. All structures were refined with good statistics and geometry, checked with MOLPROBITY [47]. Final statistics and data information for each structure can be found in Table 3. Figures for structural models were created using the Pymol visualization software http://www.pymol.org webcite.

Table 3. Data collection, phasing, and refinement statistics for the 2H66, 2I81, 2H01, and 3TB2

Competing interests

The authors declare that they have no competing interests.

Authors' contributions

WQ analyzed the structural data and solved the structures of PvTrx-Px1_red and PyTrx-Px1, as well, identified and assigned previously unknown densities within the PyPrx6 structure. AD collected diffraction data on each of the structures and assisted in the solving of the structures. JCP helped analyze all of the structural data and provided insight into the oligomerization and the characterization of the active site of PyPrx6. AB solved PyPrx6. JM helped solve PyTrx-Px1. AKW solved PvTrx-Px1_ox. TH investigated the PvTrx-Px1 and PyTrx-Px1oligermization. RH conceived the study, provided insight, and helped draft the manuscript. JDA analyzed the structures, drafted the manuscript and figures, as well as purified, characterized, and crystallized both PvTrx-Px1 structures and PyTrx-Px1. All authors read and approved the final manuscript.

Acknowledgements

The authors would like to thank Jocelyne Lew for cloning of Trx-Px-1 from P. falciparum, P. vivax, P. yoelii, and P. knowseii and Prx6 from P. yoelii and Helen Ren, Michelle Melone, Zahoor Alam, Simon Houston, Mehrnaz Amani, and Greg Wasney for the large scale expression of these enzymes. The BL21(DE3)R3 strain of E. coli (which we subsequently modified adding pRARE2) used in expressing the proteins came from Opher Gileadi of the Structural Genomics Consortium (SGC) at the University of Oxford. The Structural Genomics Consortium is a registered charity (number 1097737) that receives funds from the Canadian Institutes for Health Research, the Canadian Foundation for Innovation, Genome Canada through the Ontario Genomics Institute, GlaxoSmithKline, the Knut and Alice Wallenberg Foundation, the Ontario Innovation Trust, the Ontario Ministry for Research and Innovation, Merck & Co., Inc., the Novartis Research Foundation, the Petrus and Augusta Hedlund's Foundation, the Swedish Agency for Innovation Systems, the Swedish Foundation for Strategic Research and the Wellcome Trust.

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