Skip to main content
Browse Subject Areas

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Molecular Mechanism for the Thermo-Sensitive Phenotype of CHO-MT58 Cell Line Harbouring a Mutant CTP:Phosphocholine Cytidylyltransferase

  • Lívia Marton , (LM); (BGV)

    Affiliations Institute of Enzymology, Research Centre for National Sciences, HAS, Budapest Hungary, Doctoral School of Multidisciplinary Medical Science, University of Szeged, Szeged, Hungary

  • Gergely N. Nagy,

    Affiliations Institute of Enzymology, Research Centre for National Sciences, HAS, Budapest Hungary, Department of Applied Biotechnology and Food Science, Budapest University of Technology and Economics, Budapest, Hungary

  • Olivér Ozohanics,

    Affiliation Institute of Organic Chemistry, Research Centre for National Sciences, HAS, Budapest, Hungary

  • Anikó Lábas,

    Affiliation Department of Inorganic and Analytical Chemistry, Budapest University of Technology and Economics, Budapest, Hungary

  • Balázs Krámos,

    Affiliation Department of Inorganic and Analytical Chemistry, Budapest University of Technology and Economics, Budapest, Hungary

  • Julianna Oláh,

    Affiliation Department of Inorganic and Analytical Chemistry, Budapest University of Technology and Economics, Budapest, Hungary

  • Károly Vékey,

    Affiliation Institute of Organic Chemistry, Research Centre for National Sciences, HAS, Budapest, Hungary

  • Beáta G. Vértessy (LM); (BGV)

    Affiliations Institute of Enzymology, Research Centre for National Sciences, HAS, Budapest Hungary, Department of Applied Biotechnology and Food Science, Budapest University of Technology and Economics, Budapest, Hungary


27 Oct 2016: Marton L, Nagy GN, Ozohanics O, Lábas A, Krámos B, et al. (2016) Correction: Molecular Mechanism for the Thermo-Sensitive Phenotype of CHO-MT58 Cell Line Harbouring a Mutant CTP:Phosphocholine Cytidylyltransferase. PLOS ONE 11(10): e0165871. View correction


Control and elimination of malaria still represents a major public health challenge. Emerging parasite resistance to current therapies urges development of antimalarials with novel mechanism of action. Phospholipid biosynthesis of the Plasmodium parasite has been validated as promising candidate antimalarial target. The most prevalent de novo pathway for synthesis of phosphatidylcholine is the Kennedy pathway. Its regulatory and often also rate limiting step is catalyzed by CTP:phosphocholine cytidylyltransferase (CCT). The CHO-MT58 cell line expresses a mutant variant of CCT, and displays a thermo-sensitive phenotype. At non-permissive temperature (40°C), the endogenous CCT activity decreases dramatically, blocking membrane synthesis and ultimately leading to apoptosis. In the present study we investigated the impact of the analogous mutation in a catalytic domain construct of Plasmodium falciparum CCT in order to explore the underlying molecular mechanism that explains this phenotype. We used temperature dependent enzyme activity measurements and modeling to investigate the functionality of the mutant enzyme. Furthermore, MS measurements were performed to determine the oligomerization state of the protein, and MD simulations to assess the inter-subunit interactions in the dimer. Our results demonstrate that the R681H mutation does not directly influence enzyme catalytic activity. Instead, it provokes increased heat-sensitivity by destabilizing the CCT dimer. This can possibly explain the significance of the PfCCT pseudoheterodimer organization in ensuring proper enzymatic function. This also provide an explanation for the observed thermo-sensitive phenotype of CHO-MT58 cell line.


With 1.2 billion people being at high risk of infection, malaria still presents a major health challenge [1]. Development of antimalarials with novel mechanism of action is essential to keep pace with the emerging antimalarial drug resistance [2]. Targeting the lipid biosynthesis of the causative agent Plasmodium parasites is among the promising candidate antimalarial strategies [3]. It relies on almost exclusive use of phospholipids (PL) acquired by de novo biosynthesis as membrane constituents during the intraerythrocytic life stage of the parasite [4]. The choline analogue lead compound Albitiazolium was shown to block the carrier mediated choline entry into the parasite, besides, inhibition of further metabolic steps of the Kennedy phospholipid de novo phosphatidylcholine (PC) biosynthesis pathway were also confirmed [5].

Among the enzymes that assist PC biosynthesis in the parasite, CTP:phosphocholine cytidylyltransferase (CCT) is of particular interest. It catalyzes one of the rate limiting steps of the metabolic pathway by converting CTP and choline-phosphate (ChoP) to CDP-choline (CDPCho) and pyrophosphate (PPi). Besides, this enzyme is regulated by a reversible membrane interaction mechanism that involves structural rearrangement of two putative amphipathic α-helices in the membrane binding domain [6,7]. The lipid composition dependent membrane interaction results in 5.5–fold enzyme activity stimulation [8]. Truncated constructs of CCT from Plasmodium and rat consisting only the catalytic domain were shown to be constitutively active [911]. Essential role of CCT was demonstrated by gene disruption or knock-out experiments in Plasmodium [12] as well as several eukaryotic organisms [1315] or cell lines [1619].

A chemically mutated Chinese Hamster Ovary (CHO) cell-line with an inducible CCT-deficient phenotype was described as a tool for the functional investigation of CCT [19]. At a permissive temperature of 33°C, CHO-MT58 cells grow at a rate of about 80% of the parental line while maintaining 80–90% PC levels of the parental CHO-K1 strain [19]. At a non-permissive temperature of 40°C, the PC content of the mutant cells decrease by 40% in the first 8 h and by a total of 80% in 24 h [20] as a result of dramatically decreased CCT enzyme activity and CDPCho metabolite levels [19], eventually leading to apoptosis [21]. Noteworthy, mutant cells possess 20-fold less CCT activity than CHO-K1 cells even at 33°C. Western blot analysis demonstrated that the CCT content of CHO-MT58 cells is less than 5% of the amount in parental cells, while the respective steady-state mRNA levels are similar in the two cell types [22]. These results may suggest that the mutant CCT enzyme possesses impaired thermal stability, however this suggestion has not yet been experimentally verified. The temperature-sensitive phenotype of CHO-MT58 cells is conveyed by a single point mutation of the CCTα isoform [19,23,24]. The guanine to adenine nucleotide change at the position 419 corresponds to the point mutation R140H in the catalytic domain of the endogenous CCT.

High conservation of CCT catalytic domains enables the investigation of the role of R140 residue in the rat CCT crystal structure [25]. Similarly to the majority of CCT enzymes, rat CCTα functions as a homodimer [26,27]. R140 is part of 140RYVD143 sequence motif that has key importance in dimer stabilization in case of rat CCT [25]. Crystal structures show that this segment, buried at the dimer interface, anchors the two monomers with the arginine forging multiple inter-chain polar interactions [25,28].

Although the point mutation in the cct gene was already described in 1994 and the cell line CHO-MT58 is well characterized and frequently used in studying apoptosis and lipid metabolism (for example [2932]), still there are no direct in vitro enzyme studies to describe the molecular mechanism causing this thermo-sensitive phenotype.

In the present study we investigated the in vitro effects of the mutation corresponding to R140H in the catalytic domain construct of Plasmodium falciparum CCT. In silico and in vitro R/H mutagenesis in the PfCCT catalytic domain enabled the investigation of the consequences of the mutation on enzyme structure, function and stability. Our results highlight the significance of PfCCT catalytic domain dimer formation and reveal that the quaternary structure has critical role in ensuring enzyme function. This contributes to the molecular characterization of this important antimalarial drug target enzyme. Besides our in vitro study provides a probable explanation for the thermo-sensitive phenotype observed in CHO-MT58.

Materials and Methods


Restriction enzymes and DNA polymerases were obtained from New England Biolabs (Ipswich, MA, USA). Isopropyl β-D-1-thiogalactopyranoside (IPTG) was obtained from Fisher Scientific GmbH (Schwerte, Germany). Nickel-nitrilotriacetic acid (Ni-NTA) was from Qiagen (Düsseldorf, Germany), protease inhibitor cocktail tablets were purchased from Roche (Basel, Switzerland). CTP, CDPCho, Sypro Orange, inorganic pyrophosphatase, purine nucleoside phosphorylase, DNA purification kit and antibiotics were purchased from Sigma-Aldrich (St Louis, MO, USA). Phosphocholine chloride sodium salt hydrate (further termed as ChoP) was from TCI Europe N.V. (Antwerp, Belgium). MESG (7-methyl-6-thioguanosine) was obtained from Berry and Associates (Dexter, MI, USA). All other chemicals were of analytical grade of the highest purity available.

Alignment of CCT sequences

Conservation of the RYVD motif was investigated using the PipeAlign webserver [33]. The PipeAlign is a protein family analysis method using a five step process beginning with the search for homologous sequences in protein and 3D structure databases and ending up in the definition of subfamilies (clusters). The server performs multiple alignment of 200 complete sequences originating from different clusters. Blast search for homologous sequences of rat CCTα, (Uniprot code: P19836) was performed using Ballast with filter for BlastP search, then Blast gapped alignment was done on 200 sequences from sampled Blast/Ballast results with fragments removal, then adjusted manually. Selected sequences were chosen from different clusters using the most appropriate clustering method suggested by the server. The extent of conservation of selected amino acids was visualized by Weblogo [34].

Homology modelling and molecular dynamics simulations

The catalytic domain of the rat CCT (PDB ID: 4MVC) [35] was used to construct the homodimer homology models of PfCCT MΔKWT containing the second catalytic domain of PfCCT (528–795, Δ720–737) and its point mutant PfCCT MΔKR681H. The aligned sequences were 44.56% and 44.02% identical in the case of wild type and R681H mutant CCT, respectively [36] (Fig 1A). MODELLER 9.14 [37] software was used to create 80 homology models in both cases using the same alignment. The models with the lowest value of the MODELLER objective function were selected and visually inspected using VMD program [38]. The selected models were evaluated using PROCHECK [39], WHAT_CHECK [40] and ERRAT [41] programs (for further details see S1 File). Model data are available in the Protein Model DataBase (PMDB) under the accession number PM0079950 (PfCCT MΔKWT) and PM0079951 (PfCCT MΔKR681H).

Fig 1. Protein structure prediction of PfCCT MΔKWT and PfCCT MΔKR681H.

A) Alignment of rat CCT (PDB ID: 4MVC) and PfCCT MΔKWT sequences used for modeling and MD stimulations. Numbering is according to PfCCT MΔKWT. Secondary structure elements are represented by squiggles (α-helices), arrows (β-strands) and lines (turns). In the aligned sequences, red box with white character indicates strict identity and red character means similarity in groups. R681 corresponding to R140 in rat CCT is indicated by a green star. Hydropathy (pink—hydrophobic, grey—intermediate, cyan—hydrophilic) and accessibility (blue—accessible, cyan—intermediate, white—buried) are also presented below the sequences. The layout with secondary structure elements was generated with ESPript 3.0 [66], supplemented with visual inspection of structures. B) Conservation of the RYVD signature sequence in CCTs, shown by Weblogo. Numbering is according to the Plasmodium falciparum sequence, where the 681RWVD684 corresponds to the 140RYVD143 in the rat sequence. C) Dimer structure of MΔKWT homology model. Chain A is coloured in red and chain B is coloured in yellow. Important secondary structure elements are indicated.

Molecular dynamics (MD) simulations were carried out for both enzyme variant models using the same computational protocol. The protonation state of the ionisable amino acid side chains was verified by H++ webserver version 3.1 [42] and PROPKA [43]. Based on the estimated pKa values residues D584, D585, E685 of chain A and D584, E685 of chain B were protonated in both enzyme variants. In addition, D589 and D590 were also protonated in chain B of PfCCT MΔKR681H. Based on the pKa predictions H709 and H681 at the mutated position were protonated both on the δ and ε positions, having a +1 charge. The surrounding of neutral histidine residues was visually inspected to decide their most likely protonation state, and all histidine residues were protonated in the ε position in both enzyme variants with the exception of H679 which was as protonated on the δ position. CHARMM program [44] and CHARMM27 force field [45] was applied using the self-consistent GBSW implicit solvent model [46] to carry out the MD simulations. The calculations were carried out with the optimized PB radii [47], and the CMAP correction optimized for GBSW [48]. The nonpolar surface tension coefficient was 0.005 kcal/(mol Å2), the number of angular integration points was 50 and the grid spacing for lookup table was 1.5 Å. Structures were heated up from 10 K to 310 K over 60 ps. At this temperature MD equilibration was carried out over 100 ps, which was followed by the final 5 ns long productive MD simulation. Interaction energies between the two chains of enzyme variants were calculated over the whole trajectory for all frames (i) defined as Eq (1): (1) where W(RM) is the effective energy of the protein with coordinates RM in solution (Eq (2)) (2) where Hintra is the intramacromolecular energy, consisting of bonded and non-bonded energy terms, and ΔGsolv is the solvation free energy [49].

The volume and the surface of the proteins were calculated by 3v website [50] using a high resolution grid and 1.4 Å probe radius. The number of hydrogen bonds were measured by CHARMM using the default 2.4 Å distance and 999.0 angle cut-offs.

Mutagenesis, protein expression and purification

The R681H mutant construct of His-tagged PfCCT MΔK (528–795, Δ720–737) was produced by site-directed mutagenesis [10] (PlasmoDB accession number: PF3D7_1316600) [51] using the QuikChange method (Agilent) (for more details about sequence of the protein used for in vitro studies see Fig. A in S2 File). Primers used for mutagenesis (R681H 5’-3’, gaaacacatcCATtgggttgac; R681H 3’-5’, gtcaacccaATGgatgtgtttc) were synthesized by Eurofins MWG GmbH. Constructs were verified by DNA sequencing at Eurofins MWG GmbH. PfCCT MΔKWT and PfCCT MΔKR681H were expressed and purified as described previously [10] with minor modifications. Briefly, the His-tagged fusion proteins were expressed using the BL21 (DE3) Rosetta E. coli expression system. Expression was induced with 0.6 mM IPTG for 20 h at 16°C. In case of PfCCT MΔKR681H Ni-NTA affinity chromatography was performed at 18°C to maintain protein stability. Protein eluted from Ni-NTA column was dialyzed into 20 mM HEPES, pH 7.5 buffer, containing 100 mM NaCl (buffer A). Samples for MS analysis were further purified by size-exclusion chromatography (gel filtration) using a GE Healthcare ÄKTA system with a Superose12 column.

Protein concentrations were determined spectrophotometrically from the absorbance at 280 nm using a Nanodrop 2000c spectrophotometer (Thermo Scientific). Extinction coefficient 31400 M-1cm-1 as calculated on the basis of amino acid composition by using ProtParam server was used [52].

Steady-state activity

Steady-state activity measurements were performed as described previously [10] in buffer A using a continuous coupled pyrophosphatase enzyme assay, which employs MESG (7-methyl-6-thioguanosine) substrate for colorimetric phosphate detection [53]. For heat inactivation, protein samples were incubated for 15 min in buffer A at various temperatures (10-60°C); enzyme activity was immediately measured at 20°C.

Kinetic titrations

For CTP substrate titrations, CTP concentration was varied between 12 μM and 1.2 mM while ChoP concentration was kept at 5 mM. For ChoP substrate titrations, ChoP concentration was varied between 0.1 and 20 mM while CTP concentration was kept at 1 mM. Kinetic data were fitted with Eqs (3) and (4) (Michaelis–Menten equation and competitive substrate inhibition equation, respectively) using OriginPro 8 (OriginLab Corp., Northampton, MA, USA): (3) (4) in these equations, v is the reaction rate, vmax is the maximum velocity of the reaction, [S] is the concentration of the substrate and Ki describes the binding of a substrate molecule to the enzyme resulting in a decrease of the maximal reaction rate by half.

Mass spectrometry

In the mass spectrometric study of protein complexes, a commercial Waters QTOF Premier instrument (Waters, Milford, MA, USA) equipped with electrospray ionization source (Waters, Milford, MA, USA) was used in the positive ion mode. Mass spectra were obtained under native conditions; namely, the ions were generated from aqueous 5 mM NH4HCO3 buffer solution (pH 7.2) containing the gel filtered PfCCT MΔK protein constructs at 0.4 μM monomer concentration. These conditions allow transfer of the native protein complex present in the solution into the gas phase. The capillary voltage was 3600 V, the sampling cone voltage was 125 V and the temperature of the source was kept at 80°C, collision cell pressure was 3.38·10-3 mbar and ion guide gas flow was 15.00 ml/min. Mass spectra were recorded using the software MassLynx 4.1 (Waters, Milford, MA, USA) in the mass range 1000-5000 m/z as no signals could be detected above 5000 m/z. To ensure reproducible results, 3 samples originating from different expressions were measured for both PfCCT MΔKWT and PfCCT MΔKR681H.


R681 is highly conserved and serves dimer stabilization roles

As the 140RYVD143 segment is of prime importance in dimer stabilization in case of rat CCT, we decided to analyze the overall conservation pattern of this motif in CCT enzymes. By performing a Blast search with PipeAlign webserver [33] we compared 200 CCT sequences from different evolutionary clusters. Our results confirmed the previously proposed high degree of conservation [28] for this sequence motif (cf. boxed residues on Fig 1B). While the first and second position of the motif is characterized with conserved basic (R/K) and aromatic (Y/W) residues, the last two positions are exclusively occupied by V and D. RYVD is the most frequently occurring motif, apparent in ca. 50% of investigated sequences. We also found conserved histidine and cysteine residues directly adjacent to this motif, which were also shown to participate in the interaction network stabilizing the dimer of rat CCT [25]. Remarkably, none of the investigated sequences contained a histidine at the arginine position (noted by a star on Fig 1B), despite its potentially basic character.

Additionally, we performed a dbSNP database search for human pcyt1a corresponding CCTα to see whether this mutation is present as an amino acid variation. From the 183 single nucleotide variations denoted up to November 2014, 48 caused missense mutations and 2 nonsense mutations, but none of them concerned either the RYVD or HxGH motif, another signature sequence of cytidylyltransferases, that plays key role in catalysis [54]. Nevertheless, Payne et al. described the mutation of V142 in human CCT causing congenital lipodystrophy and fatty liver disease [55]. This residue is the main interaction partner of R140, therefore its exchange to methionine may adversely affect dimer interaction. These observations underline the importance of the integrity of RYVD motif.

Our Plasmodium falciparum CCT construct (PfCCT MΔK) encompasses the second catalytic domain (Cat2) of the full length enzyme including 681RWVD684 as the analogue for the cognate motif (of 140RYVD143 in the rat sequence). CCT evolved in Plasmodia by a lineage-specific gene duplication event, resulting in duplicated catalytic and membrane binding domains [10]. Construct of the second catalytic domain of PfCCT, termed as MΔK, was shown to exist in a dimer oligomerization state in vitro that is highly similar to the assembly of Cat1Cat2 catalytic domains from the full length enzyme [10]. To visualize inter-subunit interactions of MΔK dimers, a homology model was built using the rat CCT catalytic domain structure as a template [35] (Fig 1A and 1C). Due to the considerable sequence identity between target and template, the PfCCT model displayed similar fold as the rat CCT. As in the case of rat CCT [25], R681 provides two direct inter-subunit polar interactions to the main chain atom of V683’ and one polar main chain interaction through I680 to V683’ (Table 1). There is also a polar main chain interaction present between the main chain atoms of I680 and R681’ bringing the two chains to a distance of 3.7 Å at this specific point (d(R/H681, CA - H679’, O)) (Fig 2A and 2B). Polar interactions of H679 and W682 (corresponding the H138 and Y141 in rat) are missing (Fig 2A). Overall, eight polar interactions can be identified that contribute to dimer stability in the Plasmodium CCT structural model. In silico modelling of the R681H mutation showed that the two direct interactions between V683 and R681 are lost (Table 1 and Fig 2B), which indicates a possibility for decreased inter-domain stability [56]. N-terminal segment contributes also to dimer stabilization by forging contacts with helix αA and loop L3, which is also effected by R681H mutation (Table 1).

Table 1. Polar inter-chain interactions between L3, αA and N-terminal regions in homology models of both enzyme variants.

Fig 2. Polar interactions at the dimer interface of PfCCT MΔKWT and PfCCT MΔKR681H involving 681RWVD684.

A) Direct interactions harbouring 681RWVD684 signature sequence motif in PfCCT MΔKWT. The residues involved in the inter-chain interaction are shown in stick representation, and interactions are indicated by pink dashed lines. Characteristic dimer interface distances d(R681, CA - H679’, O) and d(I680, CA - I680’, N) are denoted by blue double-headed arrows. Residues in chain B are marked with apostrophes. B) Direct interactions harbouring the 681HWVD684 mutated signature sequence motif PfCCT MΔKR681H. The residues involved in the inter-chain interaction are shown in stick representation, and interactions are indicated by pink dashed lines. Characteristic dimer interface distances d(H681, CA - H679’, O) and d(I680, CA - I680’, N) are denoted by blue double-headed arrows. Residues in chain B are marked with apostrophes.

Unaltered enzyme function with impaired heat stability due to R681H mutation

For in vitro studies we generated the R681H variant of the PfCCT MΔK construct. Already upon expression of this variant performed at 16°C, we observed lower yield of expression as compared to the PfCCT MΔKWT (cf. Fig. A in S2 File). First, we investigated the functionality of PfCCT MΔKR681H at 20°C using a continuous spectrophotometric enzyme activity assay, and compared its kinetic properties to that of PfCCT MΔKWT [10]. Data shown in Fig 3 and Table 2 indicate that in the case of the mutant CCT enzyme the substitution to histidine attenuates kcat by 60% when analyzed by [CTP] variation, but has little effect when analyzed by [ChoP] variation assayed at the permissive temperature of 20°C. In addition, substrate inhibition observed at millimolar ChoP concentration range is also apparent with the mutant enzyme. Therefore the mutation does not alter the enzymatic function heavily under the experimental conditions. These results are in good agreement with findings on the CHO-MT58 cell line, which was shown to possess a wild-type phenotype at permissive temperatures (33°C) despite reduced overall CCT levels [24].

Fig 3. Steady-state kinetic analysis of PfCCT MΔKWT and PfCCT MΔKR681H.

A) CTP titration of the activity of the CCTs at a fixed ChoP concentration of 5 mM. The plot shows one representative experiment. Titration data are fitted with the Michaelis–Menten kinetic model assuming no cooperativity. B) ChoP titration of the activity of the CCTs at a fixed CTP concentration of 1 mM. The plot shows one representative experiment. Titration data are fitted with a kinetic model assuming substrate inhibition without cooperativity. Note the substrate inhibition effect of ChoP as an initial rate decrease is observed at higher substrate concentrations.

Table 2. Kinetic parameters of PfCCT MΔKWT and PfCCT MΔKR681H catalysis.

To elucidate the mechanism of temperature-induced inactivation of CCT, we characterized the thermal stability of PfCCT MΔKR681H. We adopted the experiment described by Belužić et al. [57] to assess temperature dependence of protein stability and functionality. Protein samples were incubated at different temperatures for 15 minutes then their enzyme activity was measured immediately at 20°C. The mutant enzyme lost half of its activity at circa 25°C and was completely inactivated at 30°C, while similar relative thermal inactivation states of the wild type enzyme occurred at 55°C and 60°C, respectively (Fig 4). Importantly, the wild-type and mutant enzymes display a marked difference in kinetic stability at the physiological temperature range, which is in agreement with the temperature sensitivity of the CHO-MT58 strain.

Fig 4. Kinetics of thermal inactivation of PfCCT MΔKWT and PfCCT MΔKR681H.

Protein samples were incubated for 15 min in buffer A at different temperatures prior to the measurement performed at 20°C. Inactivation is shown as the fraction of remaining CCT activity. One representative is shown for each temperature and each protein.

Perturbed oligomerization state and dynamic properties of PfCCT MΔKR681H

Having demonstrated the drastically impaired thermal stability of the PfCCT MΔKR681H mutant (cf. Fig 4), we wished to investigate the underlying molecular mechanism of this phenomenon. Based on our results and the fact that the mutation affects a key motif of the dimer interface, we hypothesized that the mutation might perturb oligomerization of PfCCT MΔKR681H. To reveal the potential alterations in dimer formation, mass spectrometric analysis was performed under native electrospray conditions, as an appropriate method for determining protein oligomerization state [58].

Mass spectra provided well reproducible (within 20%) dimer:monomer abundance ratios from PfCCT MΔKWT and PfCCT MΔKR681H. Importantly, while reasonable amount of dimer was present in the wild type enzyme (Fig 5A), the dimer:monomer abundance ratios were approximately 20 times lower in the mutant (Fig 5B), indicating attenuated dimer cohesion. These findings were also confirmed by native gel electrophoresis and glutaraldehyde crosslinking experiments (data not shown).

Fig 5. Mass spectra of PfCCT MΔKWT and PfCCT MΔKR681H proteins under native electrospray conditions.

M and D indicate signals contributing monomers and dimers, respectively, while numbers denote the charge states. A) Mass spectrum of PfCCT MΔKWT measured in the present study for direct comparison (cf. also [10]). B) Mass spectrum of PfCCT MΔKR681H. In the inset the 10-times enlarged graph of dimer regions (3150–4000 m/z) is shown.

To further analyse the effect of the mutation on binding energetics and dimer stability, molecular dynamics simulations were performed on the homology models of PfCCT MΔKWT and PfCCT MΔKR681H. Productive MD simulations were carried out using an implicit solvent model at 310 K for 5 ns after a 100 ps long equilibration. Interaction energies were equilibrated at 3.25 ns resulting in a 25 percent decrease in the average inter-chain interaction energy in case of the mutant enzyme (Fig 6 and Table 3). The observed tendencies of interaction analysis reveal multiple causes possibly leading to this phenomenon. These involve much favourable solvation energy () of PfCCT MΔKWT, while the van der Waals-type hydrophobic interactions () also give better contributions to the effective energies of the PfCCT MΔKWT dimers. Thus, the interacting surface area () of the homodimers containing mainly hydrophobic amino acid side chains is much larger in case of PfCCT MΔKWT leading to a more compact volume () (Table 3). Impaired interaction of PfCCT MΔKR681H monomers is particularly apparent at the 681RWVD684 conserved dimer interaction motifs. To illustrate this, we followed the distance variation of two representative inter-chain distances (R/H681, CA - H679’, O and I680, CA - I680’, N) in the course of the MD simulations (cf. Fig 2). Importantly, the former interaction constitutes the proximal inter-monomer contact within the PfCCT homology model as well as in the rat CCT structure [25]. The characteristic deviation of cognate distances between PfCCT MΔKR681H and PfCCT MΔKWT shown on Fig 7 argues for a major perturbation of local contacts that could contribute to observed reduction of dimer interaction surface.

Table 3. Overall effective interaction energy () and the contribution of non-bonded van der Waals () and Coulomb () interaction energy terms and of the solvation free energy change upon dimerization () averaged over all frames of the equilibrated phase of the productive MD simulations.

Fig 6. Inter-subunit interaction energies during molecular dynamics simulations.

Interaction energies are calculated as Eq 1 and represented by black line in case of PfCCT MΔKWT and by grey line in case of PfCCT MΔKR681H, respectively.

Fig 7. Inter-subunit interaction distances during molecular dynamics simulations.

A) Variation of the atomic distance d(R/H681, CA - H679’, O) as a characteristic proximal inter-subunit contact of the catalytic domains (cf. Fig 2A and 2B). Distances are represented by black line in case of PfCCT MΔKWT and by grey line in case of PfCCT MΔKR681H, respectively. B) Variation of the atomic distance d(I680, CA - I680’, N) as a characteristic proximal inter-subunit distance of the catalytic domains (cf. Fig 2A and 2B). Distances are represented by black line in case of PfCCT MΔKWT and by grey line in case of PfCCT MΔKR681H.

It should be kept in mind that the entropy loss due to decrease of translational and rotational degrees of freedom opposes the formation of the dimer and this become more pronounced with increase in the temperature. This taken together with the reduced interaction energy in the mutant may explain the temperature dependence of the dimerization state of the mutant [59]. In silico results thus indicate the adverse effect of R681H mutation on dimer stability. Regarding the considerable extent of intersubunit interface located between dimer pair of catalytic domains, we suppose that the mutation might affect overall structural stability of the full length PfCCT protein as well through perturbed interdomain interactions.


Our results suggest that an intact dimer form of the catalytic domains of PfCCT is critical for its enzymatic function. This is in agreement with preferential dimer functional assembly of evolutionarily related cytidylyltransferases: CCT, GCT (CTP:glycerol-3-phosphate cytidylyltransferase), ECT (CTP:ethanolamine phosphate cytidylyltransferase) [60], demonstrated by multiple observations. Gene disruption experiment of Plasmodium berghei cct gene, a close homologue of the pfcct gene evolved by gene duplication revealed that the truncated protein devoid of second catalytic domain could not restore the function of the wild type form [12]. This effect is possibly mediated by the disruption of the pseudo-heterodimer interface. Analyses of crystal structures have shown that the well-studied bacterial representative of the cytidylyltransferase enzyme family Bacillus subtilis GCT and the mammalian representative rat CCT, which are structurally related cytidylyltransferases but only possess one CT domain each, form homodimers [25,28,61]. Cross-linking studies of the rat CCT indicated that domains N and C of rat CCT, approximately corresponding to the construct PfCCT MΔK, have a predominant contribution to dimerization. It was also shown that membrane binding, which induces enzyme activation, perturbs the dimer interface, yet it does not cause dimer dissociation [27].

The equivalent of RYVD motif, (R/K)(Y/W)VD is a general signature sequence in cytidylyltransferases [54,62] found at dimer interface of crystal structures (PDB ID: 1COZ, 3HL4 and 3ELB for BsGCT, rat CCT and human ECT, respectively) [25,28]. The functional role of this conserved arginine at the dimer interface was also assessed in BsGCT by alanine mutagenesis of the corresponding residue R63 resulting in a 10-fold decrease in kcat values, but KM, CTP was not altered considerably [62]. These results also indicate that this conserved residue does not interfere with substrate/ligand binding at the active site. Contribution of the C-terminal CT domain to the structural stability in the two tandem catalytic domain containing ECT was also suggested [63]. Identification of a novel splice variant (Pcyt2γ) lacking the C-terminal CT domain and being completely devoid of enzyme activity proved also that both cytidylyltransferase domains are required for activity [64]. The effect of a single point mutation on structural stability and protein functionality is also not without precedent in other enzyme families, as an R/H exchange in crystallins was shown to be responsible for congenital cataract through disrupted interactions at the inter-subunit interface [65].


Our results reveal that R/H mutation of a conserved residue at the dimer interface does not directly compromise the enzyme activity of PfCCT. Instead, it induces decreased thermal stability which in turn results in the inactivation of the enzyme. The structural model, molecular dynamics simulations as well as oligomerization results together reveal attenuation of dimer interactions induced by the point mutation. We conclude that maintaining intact dimer interactions is critical for enzyme activity of PfCCT. These consequences also provide an explanation for the observed thermo-sensitive phenotype of CHO MT58 cell line, where an accelerated degradation of CCT was observed at higher temperatures.

Supporting Information

S1 File. Validation of the homology models.


S2 File. In vivo evaluation of protein stability.



We would like to thank Gergely Szakács for fruitful discussions.

Author Contributions

Conceived and designed the experiments: LM GNN OO AL BK JO KV BGV. Performed the experiments: LM GNN OO AL BK. Analyzed the data: LM GNN OO AL BK JO KV BGV. Contributed reagents/materials/analysis tools: JO KV BGV. Wrote the paper: LM GNN OO AL JO BGV.


  1. 1. World Health Organization (2014) Malaria. 165–176 p.
  2. 2. Ashley EA, Dhorda M, Fairhurst RM, Amaratunga C, Lim P, et al. (2014) Spread of Artemisinin Resistance in Plasmodium falciparum Malaria. N Engl J Med 371: 411–423. Available: Accessed 31 July 2014. pmid:25075834
  3. 3. Visser BJ, van Vugt M, Grobusch MP (2014) Malaria: an update on current chemotherapy. Expert Opin Pharmacother 15: 2219–2254. Available: Accessed 31 March 2015. pmid:25110058
  4. 4. Vial HJ, Wein S, Farenc C, Kocken C, Nicolas O, et al. (2004) Prodrugs of bisthiazolium salts are orally potent antimalarials. Proc Natl Acad Sci U S A 101: 15458–15463. Available: pmid:15492221
  5. 5. Wein S, Maynadier M, Bordat Y, Perez J, Maheshwari S, et al. (2012) Transport and pharmacodynamics of albitiazolium, an antimalarial drug candidate. Br J Pharmacol 166: 2263–2276. Available: Accessed 23 April 2013. pmid:22471905
  6. 6. Larvor M, Cerdan R, Gumila C, Maurin L, Seta P, et al. (2003) Characterization of the lipid-binding domain of the Plasmodium falciparum CTP: phosphocholine cytidylyltransferase through synthetic-peptide studies. 661: 653–661. pmid:12901716
  7. 7. Ding Z, Taneva SG, Huang HKH, Campbell S a, Semenec L, et al. (2012) A 22-mer segment in the structurally pliable regulatory domain of metazoan CTP: phosphocholine cytidylyltransferase facilitates both silencing and activating functions. J Biol Chem 287: 38980–38991. Available: Accessed 26 November 2014. pmid:22988242
  8. 8. Yeo H, Larvor M, Ancelin M, Vial HJ (1997) Plasmodium falciparum CTP:phosphocholine cytidylyltransferase expressed in Escherichia coli: purification, characterization and lipid regulation. Biochem J 910: 903–910.
  9. 9. Friesen J a, Campbell H a, Kent C (1999) Enzymatic and cellular characterization of a catalytic fragment of CTP:phosphocholine cytidylyltransferase alpha. J Biol Chem 274: 13384–13389. Available: pmid:10224101
  10. 10. Nagy GN, Marton L, Krámos B, Oláh J, Révész Á, et al. (2013) Evolutionary and mechanistic insights into substrate and product accommodation of CTP:phosphocholine cytidylyltransferase from Plasmodium falciparum. FEBS J 280: 3132–3148. Available: Accessed 4 February 2015. pmid:23578277
  11. 11. Nagy GN, Marton L, Contet A, Ozohanics O, Ardelean L-M, et al. (2014) Composite Aromatic Boxes for Enzymatic Transformations of Quaternary Ammonium Substrates. Angew Chemie Int Ed 53: 13471–13476. Available: Accessed 28 November 2014. pmid:25283789
  12. 12. Déchamps S, Wengelnik K, Berry-Sterkers L, Cerdan R, Vial HJ, et al. (2010) The Kennedy phospholipid biosynthesis pathways are refractory to genetic disruption in Plasmodium berghei and therefore appear essential in blood stages. Mol Biochem Parasitol 173: 69–80. Available: Accessed 5 November 2013. pmid:20478340
  13. 13. Wang L, Magdaleno S, Tabas I, Jackowski S (2005) Early embryonic lethality in mice with targeted deletion of the CTP:phosphocholine cytidylyltransferase alpha gene (Pcyt1a). Mol Cell Biol 25: 3357–3363. Available: Accessed 9 December 2014. pmid:15798219
  14. 14. Weber U, Eroglu C, Mlodzik M (2003) Phospholipid membrane composition affects EGF receptor and Notch signaling through effects on endocytosis during Drosophila development. Dev Cell 5: 559–570. Available: Accessed 30 January 2015. pmid:14536058
  15. 15. TSUKAGOSHI Y, NIKAWA J, YAMASHITA S (1987) Molecular cloning and characterization of the gene encoding cholinephosphate cytidylyltransferase in Saccharomyces cerevisiae. Eur J Biochem 169: 477–486. Available: Accessed 10 December 2014. pmid:2826147
  16. 16. Zhang D, Tang W, Yao PM, Yang C, Xie B, et al. (2000) Macrophages deficient in CTP:Phosphocholine cytidylyltransferase-alpha are viable under normal culture conditions but are highly susceptible to free cholesterol-induced death. Molecular genetic evidence that the induction of phosphatidylcholine biosynthes. J Biol Chem 275: 35368–35376. Available: Accessed 27 November 2014. pmid:10944538
  17. 17. Tian Y, Zhou R, Rehg JE, Jackowski S (2007) Role of phosphocholine cytidylyltransferase alpha in lung development. Mol Cell Biol 27: 975–982. Available: Accessed 10 December 2014. pmid:17130238
  18. 18. Marijani R, O. Abonyo B (2011) CTP: Phosphocholine Cytidyltransferase Alpha (CCTα) siRNA Induce Cell Death of Lung Cancer Cells. Pharm Anal Acta 02. Available: Accessed 20 June 2013.
  19. 19. Esko , Jeffrey D, Raetz CRH (1980) Autoradiographic detection of animal cell membrane mutants altered in phosphatidylcholine synthesis. Proc Natl Acad Sci U S A 77: 5192–5196. pmid:6254065
  20. 20. Van der Sanden MHM, Houweling M, van Golde LMG, Vaandrager AB (2003) Inhibition of phosphatidylcholine synthesis induces expression of the endoplasmic reticulum stress and apoptosis-related protein CCAAT/enhancer-binding protein-homologous protein (CHOP/GADD153). Biochem J 369: 643–650. Available: pmid:12370080
  21. 21. Cui Z, Houweling M (1996) A Genetic Defect in Phosphatidylcholine Biosynthesis Triggers Apoptosis in Chinese Hamster Ovary Cells. J Biol Chem 271: 14668–14671. Available: Accessed 13 June 2013. pmid:8663247
  22. 22. Wang Y, Sweitzer TD, Weinhold P a., Kent C (1993) Nuclear localization of soluble CTP:phosphocholine cytidylyltransferase. J Biol Chem 268: 5899–5904. pmid:8383679
  23. 23. Esko JD, Wermuth MM, Raetz CR (1981) Thermolabile CDP-choline synthetase in an animal cell mutant defective in lecithin formation. J Biol Chem 256: 7388–7393. Available: pmid:6265447
  24. 24. Sweitzer TD, Kent C (1994) Expression of Wild-Type and Mutant Rat Liver CTP:Phosphocholine Cytidylyltransferase in a Cytidylyltransferase-Deficient Chinese Hamster Ovary Cell Line. Arch Biochem Biophys 311: 107–116. pmid:8185307
  25. 25. Lee J, Johnson J, Ding Z, Paetzel M, Cornell RB (2009) Crystal Structure of a Mammalian CTP : Phosphocholine Cytidylyltransferase Catalytic Domain Reveals Novel Active Site Residues within a Highly Conserved Nucleotidyltransferase Fold. J Biol Chem 284: 33535–33548. pmid:19783652
  26. 26. Cornell R (1989) Chemical cross-linking reveals a dimeric structure for CTP:phosphocholine cytidylyltransferase. J Biol Chem 264: 9077–9082. Available: Accessed 3 December 2014. pmid:2542297
  27. 27. Xie M, Smith JL, Ding Z, Zhang D, Cornell RB (2004) Membrane binding modulates the quaternary structure of CTP:phosphocholine cytidylyltransferase. J Biol Chem 279: 28817–28825. Available: Accessed 30 January 2013. pmid:15069071
  28. 28. Weber CH, Park YS, Sanker S, Kent C, Ludwig ML (1999) A prototypical cytidylyltransferase: CTP:glycerol-3-phosphate cytidylyltransferase from bacillus subtilis. Structure 7: 1113–1124. Available: pmid:10508782
  29. 29. Gehrig K, Cornell RB, Ridgway ND (2008) Expansion of the Nucleoplasmic Reticulum Requires the Coordinated Activity of Lamins and CTP: Phosphocholine Cytidylyltransferase. 19: 237–247. pmid:17959832
  30. 30. Sarri E, Sicart A, Lázaro-Diéguez F, Egea G (2011) Phospholipid synthesis participates in the regulation of diacylglycerol required for membrane trafficking at the Golgi complex. J Biol Chem 286: 28632–28643. Available: Accessed 5 November 2013. pmid:21700701
  31. 31. Niebergall LJ, Vance DE (2012) The ratio of phosphatidylcholine to phosphatidylethanolamine does not predict integrity of growing MT58 Chinese hamster ovary cells. Biochim Biophys Acta 1821: 324–334. Available: Accessed 5 November 2013. pmid:22079326
  32. 32. Morton CC, Aitchison AJ, Gehrig K, Ridgway ND (2013) A mechanism for suppression of the CDP-choline pathway during apoptosis. J Lipid Res 54: 3373–3384. Available: Accessed 9 December 2014. pmid:24136823
  33. 33. Plewniak F (2003) PipeAlign: a new toolkit for protein family analysis. Nucleic Acids Res 31: 3829–3832. Available: Accessed 26 November 2014. pmid:12824430
  34. 34. Crooks GE, Hon G, Chandonia J-M, Brenner SE (2004) WebLogo: a sequence logo generator. Genome Res 14: 1188–1190. Available: Accessed 23 October 2014. pmid:15173120
  35. 35. Lee J, Taneva SG, Holland BW, Tieleman DP, Cornell RB (2014) Structural basis for autoinhibition of CTP:phosphocholine cytidylyltransferase (CCT), the regulatory enzyme in phosphatidylcholine synthesis, by its membrane-binding amphipathic helix. J Biol Chem 289: 1742–1755. Available: Accessed 2 June 2014. pmid:24275660
  36. 36. SIAS: Sequence Identity and Similarity (2008). Available:
  37. 37. Eswar N, Webb B, Marti-Renom MA, Madhusudhan MS, Eramian D, et al. (2006) Comparative protein structure modeling using Modeller. Curr Protoc Bioinformatics Chapter 5: Unit 5.6. Available: Accessed 28 November 2014.
  38. 38. Humphrey W, Dalke A, Schulten K (1996) VMD: visual molecular dynamics. J Mol Graph 14: 33–38, 27–28. Available: Accessed 7 January 2015. pmid:8744570
  39. 39. Laskowski RA, Rullmannn JA, MacArthur MW, Kaptein R, Thornton JM (1996) AQUA and PROCHECK-NMR: programs for checking the quality of protein structures solved by NMR. J Biomol NMR 8: 477–486. Available: Accessed 3 December 2014. pmid:9008363
  40. 40. Hooft RW, Vriend G, Sander C, Abola EE (1996) Errors in protein structures. Nature 381: 272. Available: Accessed 3 December 2014. pmid:8692262
  41. 41. Colovos C, Yeates TO (1993) Verification of protein structures: patterns of nonbonded atomic interactions. Protein Sci 2: 1511–1519. Available: Accessed 3 December 2014. pmid:8401235
  42. 42. Anandakrishnan R, Aguilar B, Onufriev A V (2012) H++ 3.0: automating pK prediction and the preparation of biomolecular structures for atomistic molecular modeling and simulations. Nucleic Acids Res 40: W537–W541. Available: Accessed 12 December 2014. pmid:22570416
  43. 43. Olsson MHM, Søndergaard CR, Rostkowski M, Jensen JH (2011) PROPKA3: Consistent Treatment of Internal and Surface Residues in Empirical p K a Predictions: 525–537.
  44. 44. Brooks BR, Brooks CL, Mackerell AD, Nilsson L, Petrella RJ, et al. (2009) CHARMM: the biomolecular simulation program. J Comput Chem 30: 1545–1614. Available: Accessed 14 July 2014. pmid:19444816
  45. 45. MacKerell AD, Banavali N, Foloppe N (2001) Development and current status of the CHARMM force field for nucleic acids. Biopolymers 56: 257–265. Available: Accessed 3 December 2014.
  46. 46. Im W, Lee MS, Brooks CL (2003) Generalized born model with a simple smoothing function. J Comput Chem 24: 1691–1702. Available: pmid:12964188
  47. 47. Nina M, Beglov D, Roux B (1997) Atomic Radii for Continuum Electrostatics Calculations Based on Molecular Dynamics Free Energy Simulations. J Phys Chem B 101: 5239–5248. Available: Accessed 16 April 2015.
  48. 48. Chen J, Im W, Brooks CL (2006) Balancing solvation and intramolecular interactions: toward a consistent generalized Born force field. J Am Chem Soc 128: 3728–3736. Available: Accessed 16 April 2015. pmid:16536547
  49. 49. Lazaridis T, Karplus M (1999) Effective Energy Function for Proteins in Solution. Proteins 35: 133–152. Available: Accessed 23 January 2015. pmid:10223287
  50. 50. Voss NR, Gerstein M (2010) 3V: cavity, channel and cleft volume calculator and extractor. Nucleic Acids Res 38: W555–W562. Available: Accessed 23 January 2015. pmid:20478824
  51. 51. Llinás M, Bozdech Z, Wong ED, Adai AT, DeRisi JL (2006) Comparative whole genome transcriptome analysis of three Plasmodium falciparum strains. Nucleic Acids Res 34: 1166–1173. Available: Accessed 30 January 2013. pmid:16493140
  52. 52. Artimo P, Jonnalagedda M, Arnold K, Baratin D, Csardi G, et al. (2012) ExPASy: SIB bioinformatics resource portal. Nucleic Acids Res 40: W597–W603. Available: Accessed 26 August 2014. pmid:22661580
  53. 53. Webb MR (1992) A continuous spectrophotometric assay for inorganic phosphate and for measuring phosphate release kinetics in biological systems. Proc Natl Acad Sci U S A 89: 4884–4887. pmid:1534409
  54. 54. Veitch DP, Gilham D, Cornell RB (1998) The role of histidine residues in the HXGH site of CTP:phosphocholine cytidylyltransferase in CTP binding and catalysis. Eur J Biochem 255: 227–234. Available: pmid:9692923
  55. 55. Payne F, Lim K, Girousse A, Brown RJ, Kory N, et al. (2014) Mutations disrupting the Kennedy phosphatidylcholine pathway in humans with congenital lipodystrophy and fatty liver disease. Proc Natl Acad Sci U S A 111: 8901–8906. Available: Accessed 26 November 2014. pmid:24889630
  56. 56. Takács E, Grolmusz VK, Vértessy BG (2004) A tradeoff between protein stability and conformational mobility in homotrimeric dUTPases. FEBS Lett 566: 48–54. pmid:15147867
  57. 57. Beluzić R, Cuk M, Pavkov T, Fumić K, Barić I, et al. (2006) A single mutation at Tyr143 of human S-adenosylhomocysteine hydrolase renders the enzyme thermosensitive and affects the oxidation state of bound cofactor nicotinamide-adenine dinucleotide. Biochem J 400: 245–253. Available: Accessed 26 November 2014. pmid:16872278
  58. 58. Loo JA (2000) Electrospray ionization mass spectrometry: a technology for studying noncovalent macromolecular complexes. Int J Mass Spectrom 200: 175–186. Available: Accessed 2 December 2014.
  59. 59. Tamura A, Privalov PL (1997) The entropy cost of protein association. J Mol Biol 273: 1048–1060. Available: Accessed 4 February 2015. pmid:9367790
  60. 60. Aravind L, Anantharaman V, Koonin E V (2002) Monophyly of class I aminoacyl tRNA synthetase, USPA, ETFP, photolyase, and PP-ATPase nucleotide-binding domains: implications for protein evolution in the RNA. Proteins 48: 1–14. Available: Accessed 26 November 2014. pmid:12012333
  61. 61. Taneva S, Dennis MK, Ding Z, Smith JL, Cornell RB (2008) Contribution of each membrane binding domain of the CTP:phosphocholine cytidylyltransferase-alpha dimer to its activation, membrane binding, and membrane cross-bridging. J Biol Chem 283: 28137–28148. Available: Accessed 29 August 2012. pmid:18694933
  62. 62. Park YS, Gee P, Sanker S, Schurter EJ, Zuiderweg ERP, et al. (1997) Identification of Functional Conserved Residues of CTP: glycerol-3-phosphate Cytidylyltransferase. 272: 15161–15166. pmid:9182537
  63. 63. Tian S, Ohtsuka J, Wang S, Nagata K, Tanokura M, et al. (2014) Human CTP:phosphoethanolamine cytidylyltransferase: enzymatic properties and unequal catalytic roles of CTP-binding motifs in two cytidylyltransferase domains. Biochem Biophys Res Commun 449: 26–31. Available: Accessed 27 January 2015. pmid:24802409
  64. 64. Pavlovic Z, Singh RK, Bakovic M (2014) A novel murine CTP:phosphoethanolamine cytidylyltransferase splice variant is a post-translational repressor and an indicator that both cytidylyltransferase domains are required for activity. Gene 543: 58–68. Available: Accessed 27 January 2015. pmid:24703999
  65. 65. Basak A, Bateman O, Slingsby C, Pande A, Asherie N, et al. (2003) High-resolution X-ray Crystal Structures of Human γD Crystallin (1.25Å) and the R58H Mutant (1.15Å) Associated with Aculeiform Cataract. J Mol Biol 328: 1137–1147. Available: Accessed 4 December 2014. pmid:12729747
  66. 66. Robert X, Gouet P (2014) Deciphering key features in protein structures with the new ENDscript server. Nucleic Acids Res 42: W320–W324. Available: Accessed 30 September 2014. pmid:24753421