Abstract
Carotenoids represent a diverse group of pigments derived from the common isoprenoid precursors and fulfill a variety of critical functions in plants and animals. Phytoene synthase (PSY), a transferase enzyme that catalyzes the first specific step in carotenoid biosynthesis plays a central role in the regulation of a number of essential functions mediated via carotenoids. PSYs have been deeply investigated in plants, bacteria and algae however in apicomplexans it is poorly studied. In an effort to characterize PSY in apicomplexans especially the malaria parasite Plasmodium falciparum (P. falciparum), a detailed bioinformatics analysis is undertaken. We have analysed the Phylogenetic relationship of PSY also referred to as octaprenyl pyrophosphate synthase (OPPS) in P. falciparum with other taxonomic groups. Further, we in silico characterized the secondary and tertiary structures of P. falciparum PSY/OPPS and compared the tertiary structures with crystal structure of Thermotoga maritima (T. maritima) OPPS. Our results evidenced the resemblance of P. falciparum PSY with the active site of T. maritima OPPS. Interestingly, the comparative structural analysis revealed an unconserved unique loop in P. falciparum OPPS/PSY. Such structural insights might contribute novel accessory functions to the protein thus, offering potential drug targets.
Keywords: Apicomplexa, Carotenoid biosynthesis, Phytoene, Isoprenoid, Plasmodium falciparum, OPPS, PSY
Introduction
Carotenoids are a wide family of tetraterpenoid pigments synthesized by all plants, fungi, bacteria, and the protozoan parasites of phylum apicomplexa (Goodwin 1980; Lu et al. 2008; Tonhosolo et al. 2009) and fulfill a variety of critical functions in plants. In addition the important health benefits of these carotenoids to animals and humans make the research on carotenoid metabolism exceptionally important. All carotenoids possess a polyisoprenoid structure and are synthesized from the five carbon units’ isopentenyl diphosphate (IPP) and its double-bond isomer dimethylallyl diphosphate (DMAP). Unlike higher eukaryotes and many bacteria, plants and apicomplexan protozoa such as malaria parasites produce their isoprenoids (IPP and DMAP) using the non-mevalonate pathway, which takes place in their plastids (Lichtenthaler et al. 1997; Clastre et al. 2007). IPP and DMAP are common precursors for production of geranylgeranyl pyrophosphate (GGPP) required for carotenoid biosynthesis in all organisms. The condensation of two molecules of GGPP to form phytoene, the initial C40 carotenoid skeleton represents the first commited step in carotenoid biosynthesis pathway (Cunningham and Gantt 1998). This first specific step in carotenogenesis is catalyzed by a transferase enzyme, Phytoene synthase (PSY) (Cunningham and Gantt 1998). PSY, a rate limiting enzyme thus, occupies the driving control between multiple pathways and irreversibly fluxes GGPP away from isoprenoid production towards carotenoid synthesis. PSY hence, plays a central role in the regulation of a number of essential functions mediated via carotenoids.
Significant progress has been made towards the understanding of isoprenoid and carotenoid biosynthesis and catabolism in plants, algae and their endosymbiont apicomplexans. Apicomplexans have a conserved DOXP-MEP pathway for synthesis of isoprenoids, derived from their plastids (Ralph et al. 2004; Jordão et al. 2011) Additionally, biochemical findings demonstrates the presence of carotenoid biosynthesis in the intraerythrocytic stages of the P. falciparum, a causative agent of human malaria (Tonhosolo et al. 2005, 2009). Given that, isoprenoids and carotenoids are synthesized in parasites, it is possible that the enzymes driving their synthesis such as PSY are also retained in the parasite metabolism. In apicomplexans PSY is poorly investigated in contrast to studies in higher plants and algae (Salvini et al. 2005; Yan et al. 2005). However, recent studies in P. falciparum show PSY as a bifunctional enzyme (PfB0130w), exhibiting octaprenyl pyrophosphate synthase (OPPS) as well as PSY activity, analogous to some bacterial OPPS enzymes (Tonhosolo et al. 2005, 2009). Toxoplasma gondii (T. gondii), a related apicomplexan parasite, is also found to have weak orthologues of PSY based on searches using genes from higher plants. Bioinformatic analysis and structural comparison of this important enzyme, PSY in diverse group of organisms such as bacteria, higher plants, and apicomplexa could thus, be helpful to provide further insights into its role in carotenoid biosynthesis.
In this study, we have analysed the phylogenetic relationship of P. falciparum PSY/OPPS with other taxonomic groups. Further, we have in silico characterized the secondary and tertiary structures and found the conserved motifs which might influence the properties of this enzyme. The structural regions of the modeled P. falciparum PSY/OPPS were compared with the crystal structure of a hyper thermophilic bacterium, Thermotoga maritima (T. maritima) OPPS with which it is evolutionary related as depicted in this study. Interestingly, our results evidenced the resemblance of P. falciparum OPPS/PSY active site with the active site of T. maritima OPPS. Also, after comparative structural analysis, we found an unconserved unique loop in P. falciparum OPPS/PSY that might contribute novel accessory functions to the enzyme related to carotenoid metabolism in parasite. Therefore, from the perspective of drug designing this study offers a very promising pharmacological target.
Materials and methods
Protein retrieval and sequence analysis
The protein sequences were retrieved from protein database of NCBI (http://www.ncbi.nlm.nih.gov/protein/). The primary accession numbers of enzymes of members of bacteria, fungi, plants and apicomplexans are listed in Table 1. The protein sequence of P. falciparum OPPS/PSY (XP_001349541.1) was used as query for PSIBLAST (blast.ncbi.nlm.nih.gov) analysis for identification of homologs. The best blast hits included polyprenyl pyrophosphate synthetase superfamily protein (PPS) of T. gondii and OPPS of T. maritima.
Table 1.
Table showing the protein ID of enzymes for studying the homology and phylogentic relationships among different taxa
| Organism | Entry ID | Protein |
|---|---|---|
| Plasmodium falciparum 3D7 | XP_001349541.1 | Octaprenyl pyrophosphate synthase/phytoene synthase |
| Babesia bovis T2Bo | XP 001610655.1 | Polyprenyl synthetase superfamily protein |
| Toxoplasma gondii GT1 | EPR64929.1 | Polyprenyl synthetase superfamily protein |
| Arabidopsis thaliana | AED92400.1 | Phytoene synthase |
| Pantoea ananatis AJ13355 | YP 005941087.1 | Phytoene synthase crtb |
| Rhodobacter capsulatus | WP 023921666.1 | Putative phytoene synthase |
| Staphylococcus aureus subsp. aureus DSM20231 | ELP27047.1 | Phytoene synthase |
| Neurospora crassa | AAA19428.1 | Phytoene synthase |
| Synechococcus elongatus PCC 7942 | CAA45350.1 | Phytoene synthase |
| Thermus thermophilus | WP_014630564.1 | Phytoene synthase |
| Cucumis melo | CAA85775.1 | Phytoene synthase |
| Dunaliella salina | AAB51287.1 | Phytoene synthase |
| Thermotoga Maritima | pdb|lV4E | Chain a, crystal structure of octaprenyl pyrophosphate synthase |
| Chlamydia pneumoniae B21 | ETR79494.1 | Octaprenyl diphosphate synthase |
| Brassica napus | AHE79749.1 | Phytoene synthase |
| Rubrivivax gelatinosus | WP_014429000.1 | Phytoene synthase |
Phylogenetic analysis
Phylogenetic tree was generated by maximum likelihood method (MLM). Multiple sequence alignment of the amino acid sequences was carried out by using Clustal W (http://www.ebi.ac.uk/Tools/msa/clustalw2/) to construct phylogenetic tree (Larkin et al. 2007). The evolutionary history was inferred using the Neighbor-Joining method (Saitou and Nei 1987). The optimal tree with the sum of branch length = 14.67214052 is shown. The tree is drawn to scale, with branch lengths in the same units as those of the evolutionary distances used to infer the phylogenetic tree. The evolutionary distances were computed using the JTT matrix-based method (Jones et al. 1992) and are in the units of the number of amino acid substitutions per site. The analysis involved total of 16 protein sequences including P. falciparum OPPS/PSY. All positions containing gaps and missing data were eliminated. There were a total of 143 positions in the final dataset. Evolutionary analyses were conducted in MEGA6 (Tamura et al. 2013).
Structure prediction and homology modeling
Putative secondary structures were predicted for P. falciparum OPPS/PSY and T. gondii PPS using PSIPRED V2.6 software (http://bioinf.cs.ucl.ac.uk/psipred/). The 3D models of P. falciparum OPPS/PSY, T. gondii PPS were generated using SWISS MODEL (Arnold et al. 2006) with parameters of energy minimization values. For visualization and editing of the generated PDB models the PyMOL Molecular Graphics System, Version 1.5.0.4 Schrödinger, LLC (www.pymol.org,) was used.
Model quality and reliability validation
The modeled structures were validated by PROCHECK in SAVES server (http://nihserver.mbi.ucla.edu/SAVES/) and best model was selected. The selected best model was further checked with verify3D (Bowie et al. 1991; Lüthy et al. 1992; Benkert et al. 2011) and Ramachandran plot at PROCHECK (Laskowski et al. 1993; Morris 1992). Ramachandran plot constructed by the PROCHECK explained the regions of amino acids in the plot and the overall quality of the model based on the phi-psi angles.
Motifs prediction
For motifs prediction, the amino acid sequence of P. faciaprum OPPS/PSY was subjected to blast search in swissprot database, limiting the results to top 250 matches. The results of the blast search were aligned using MUSCLE (Edgar and Robert 2004) and the alignment was improved empirically by removing sequences with major gaps or sequences not aligning well. A pattern/motif search was then performed using the programme PRATT (http://www.ebi.ac.uk/pratt/) with the initial parameters: C % (minimum percentage of sequences to match) = 50; PL (maximum pattern length) = 50; PN (maximum number of pattern symbols) = 50; PX (maximum number of consecutive Xs) = 5; FN (maximum number of flexible spacers) = 2; FL (maximum flexibility) = 2; FP (maximum flexibility product) = 10; E (search greediness) = 3 (McWilliam et al. 2013).
Structural alignment
To compare the structural regions of the modeled protein of P. falciaprum OPPS/PSY with the crystal structure (PDB ID 1V4E) of T. maritima OPPS, the superposition of the models was assessed. Superposition was done using Superpose program from the CCP4 suite (http://wishart.biology.ualberta.ca/SuperPose/) (Maiti et al. 2004).
Results and discussions
Several studies have investigated isoprenoid and carotenoid biosynthesis and catabolism in plants, algae and their endosymbiont apicomplexans. Apicomplexans have diverse pathways for synthesis of isoprenoids and carotenoids. Though different at many steps, the enzyme PSY, catalyzing the first commited step of isoprenoid to carotenoid biosynthesis pathway is also present in apicomplexans parasites including P. falciparum. Schematic for isoprenoid to carotenoid biosynthesis pathway in various organisms, shows that isoprenoid precursors which are further catalysed by PSY, are synthesized via the 2-Cmethyl-d-erythritol 4-phosphate (MEP) pathway in plastids of higher plants, apicomplexa and some bacteria whereas via mevalonic acid (MVA) pathway in animals, fungi and certain bacteria (Fig. 1). As depicted in figure PSY acts at the condensation of two molecules of GGPP to form the phytoene (C40 carotenoid), the first commited step of the carotenoid pathway (Fig. 1).
Fig. 1.
Schematic of isoprenoid to carotenoid biosynthesis pathway in various organisms. The isoprenoid precursors are synthesized via the 2-Cmethyl-d-erythritol 4-phosphate (MEP) pathway in plastids of higher plants, apicomplexa and many proteobacteria and via mevalonic acid (MVA) pathway in animals, fungi and certain bacteria. Though different at many steps, the enzyme Phytoene synthase (PSY), catalyzing the first commited step of isoprenoid to carotenoid biosynthesis pathway is common in most organisms. PSY acts at the condensation of two molecules of GGPP to form the phytoene, the first commited step of the carotenoid pathway. Names of compounds and pathways are highlighted in black and of enzymes in red. Abbreviations: IPP isopentenyl diphosphate, DMAP dimethylallyl diphosphate, GGPP geranylgeranyl-pyrophosphate, GGPS geranylgeranyl diphosphate synthase, PPPP prephytoene diphosphate, PSY phytoene synthase. (Color figure online)
In an attempt to in silico characterize PSY/OPPS in apicomplexans esp. the malaria parasite P. falciparum; a detailed bioinformatics analysis of OPPS is undertaken. To identify the OPPS protein (accession no. XP_001349541.1), we searched P. falciparum OPPS/PSY as query sequence in BLAST. We selected 16 protein members of various taxonomic groups including bacteria, plants, fungi and algae. The selection was based on blast hits and search in protein database (NCBI) of organisms in which the carotenoid biosynthesis pathway is most studied. A complete list of selected sixteen proteins from different taxonomic groups is summarized in Table 1.
The relationship between the proteins of apicomplexans with other taxonomic groups was investigated in detail. We generated multiple sequence alignment by CLUSTAL W2 of selected protein sequences and further generated phylogenetic tree by using MEGA 6 as discussed in “Materials and methods” (Fig. 2). Phylogenetic tree analysis revealed that the sequence for OPPS/PSY of P. falciaprum and other apicomplexan parasites along with some bacteria such as T. maritima and Rubrivivax gelatinosus occupy one cluster (Fig. 2) suggesting that they share some similar biological functions.
Fig. 2.
Phylogenetic relationship of the P. falciaprum OPPS/PSY with its counterpart in other various species. The sequences of 16 proteins from different taxonomic groups were compared using CLUSTAL W and an unrooted phylogenetic tree was generated by Neighbor-Joining method using MEGA6. The proteins used for phylogenetic tree construction are the amino acid sequences used for multiple sequence alignment as mentioned in the Table 1. The evolutionary distance is mention by the numbers along the branches
To have profound insights about the structure of P. falciparum OPPS/PSY secondary and tertiary structure predictions were done. Similarly the secondary and tertiary structure predictions were also performed for T. gondii PPS. The secondary structure predicted by using PSIPRED showed alpha-helices, beta-sheets, and coiled regions (Fig. 3a). The tertiary structures of P. falciparum OPPS/PSY, T. gondii PPS were predicted using SWISS MODEL with parameters of energy minimization values (Fig. 3b). The best modeled structures were validated by PROCHECK in SAVES server. Ramachandran plot showed the acceptability of the best models with 646 (88 %)amino acids arranged in most favored regions and 5 (0.7 %) amino acids in disallowed regions in case of P. falciparum and 634 (91.6 %) amino acids arranged in most favored regions and 4(0.6 %) of the amino acids in disallowed regions in case of T. gondii respectively (Fig. 3c).
Fig. 3.
Prediction of secondary and tertiary structures. a Secondary structures displayed under the amino acid sequence of P. falciparum OPPS/PSY (left) and T. gondii PPS (right) was predicted using PSIPRED V2.6 (http://bioinf.cs.ucl.ac.uk/psipred/). The cylinders represent alpha-helices, empty arrows indicate beta-sheets, and heavy lines are coiled regions as indicated in the legend. b Ribbon representations of models of P. falciparum OPPS/PSY (left); and T. gondii PPS (right). The models were generated by SWISS-MODEL. c Ramachandran plot showing the acceptability of models. Ramachandran plots showing the acceptability of models of P. falciparum (left), and T. gondii (right). The plots were generated by PROCHECK for assessing the stereochemical quality of the protein structure models
Though having significant sequence homology, several gaps were found in the sequence alignment of P. falciparum OPPS/PSY, T. gondii PPS and T. maritima OPPS. We tried to model the biggest of this gap i.e. 206–261 in case of P. falciaprum OPPS/PSY, but no appropriate template could be found for it. The region from residue number 206 to 261 thus is unmodellable and might probably represent the region with some unknown characteristic and might contribute novel accessory functions to this protein (Fig. 4). Nonetheless the possiblity that this unique region would actually form a folded domain like structure cannot be ruled out. Further studies are necessary at this point to be able to comment more about this region of the enzyme as this loop might be deemed to have some physiological relevance and could offer potential drug target.
Fig. 4.
Comparison of amino acid sequences of the T. maritima OPPS (299aa), P. falciparum OPPS/PSY (538aa) and T. gondii (676aa) PPS. The sequences are compared by multiple sequence alignment done by using CLUSTAL W. Colored outlines indicate identical and similar amino acid residues, respectively. The encircled parts in the shown P. falciaprum model (blue) and T. gondii model (magenta) correspond to the gaps as shown in the alignment contributing to the loops which is absent in the 1V4E model (green). (Color figure online)
With the purpose to further explore the properties of the enzyme which might influence its biological activity, we looked for the patterns/motifs that the amino acids may contribute using PRATT. The fifty motifs found on PRATT analysis are listed (Table 2). It is evident from motifs found, that the [E-x(2)-H-x(3)-L-x-H-D-D-x(2)-D-x(4)-R-R] and [D-D-X(2)-D] motifs are conserved in P. faciaprum and T. gondii and interestingly they are juxtapositioned around the active site of trans OPPS of T. maritima. (Guo et al. 2004) (Fig. 5a, Table 2). We further visualized these two conserved motifs of P. faciaprum OPPS by PyMol (Fig. 5b). The surface representations of the model depicts the motifs colored as red (Fig. 5b).
Table 2.
PRATT results showing motifs in OPPS/PSY of P. falciparum. The sequences were analysed using PRATT with parameters as mentioned in materials and methods and the results are summarized as shown. (Color table online)
Fig. 5.
Motifs in OPPS/PSY of P. falciparum and Surface representation. a Sequence alignment of P. falciparum OPPS, T. gondii PPS and T. maritima OPPS displaying the conserved motif 1 [E-x(2)-H-x(3)-L-x-H-D-D-x(2)-D-x(4)-R-R] and motif 2[D-D-X(2)-D] shaded as pink. b The surface representations of the two subunits of P. falciparum OPPS, coloured as green (chain A) and blue (chain B). Red indicates the region from residue number 198 to 206 indicated as motifs by Pratt. (Color figure online)
To predict the substrate binding pocket and location of these two conserved motifs superposition of structural regions of OPPS/PSY of P. falciaprum was done with the crystal structure of T. maritima OPPS using Superpose program from the CCP4 suite. The results of structural alignment show that the amino acid residues corresponding to the substrate binding site in T. maritima OPPS are well superposed with the P. falciparum residues (Fig. 6). Hence, this structurally conserved region can be considered as substrate binding site in P. falciparum.
Fig. 6.
The predicted substrate binding structure of P. falciparum OPPS/PSY. Comparison of substrate binding site residues in superposed structure of P. falciparum model over 1V4E. The superposed structuers are shown in ribbon (P. falciparum OPPS as Green and 1V4E as saffron). Active site residues Lys-41, Arg-44, His-74, Asp-81, Asp-82, Asp-85, Arg-90, Arg-91, Asp- 204, Asp-205, and Asp-208 of 1V4E are shown in sticks colored by atom (Carbon green, nitrogen blue, oxygen red). While the corresponding residue Arg-192, Phe-193,Iso-196, His-277, Asp-284, Asp-285, Asp-288, Arg-293, Asp-412, Asp-413, Asp-416, Asp-430 of P. falciparum model in sticks coloured by atom (Carbon pink, nitrogen blue, oxygen red). (Color figure online)
Such comparison of binding sites and generation of hypothetical protein models of P. falciparum OPPS/PSY followed by structural alignment can provide deep insights for the design of novel drugs. Further, an unconserved unique loop depicted in P. falciparum OPPS/PSY based on structural alignment could be exploited for structure based drug designing against malaria parasite.
Acknowledgments
Authors would like to thank Shiv Nadar University, Uttar Pradesh for providing the resources to conduct these studies. S.S. is a recipient of the IYBA Award from Department of Biotechnology (DBT). S.A. is supported by senior research fellowship from DBT. V.S. is supported by doctoral fellowship by Shiv Nadar University.
Conflict of interest
The authors declare no conflict of interest.
Footnotes
Shalini Agarwal and Vijeta Sharma have contributed equally to the work.
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