Summary
Palmitoylation is the post‐translational reversible addition of the acyl moiety, palmitate, to cysteine residues of proteins and is involved in regulating protein trafficking, localization, stability and function. The Aspartate‐Histidine‐Histidine‐Cysteine (DHHC) protein family, named for their highly conserved DHHC signature motif, is thought to be responsible for catalysing protein palmitoylation. Palmitoylation is widespread in all eukaryotes, including the malaria parasite, Plasmodium falciparum, where over 400 palmitoylated proteins are present in the asexual intraerythrocytic schizont stage parasites, including proteins involved in key aspects of parasite maturation and development. The P. falciparum genome includes 12 proteins containing the conserved DHHC motif. In this study, we adapted a palmitoyl‐transferase activity assay for use with P. falciparum proteins and demonstrated for the first time that P. falciparum DHHC proteins are responsible for the palmitoylation of P. falciparum substrates. This assay also reveals that multiple DHHCs are capable of palmitoylating the same substrate, indicating functional redundancy at least in vitro. To test whether functional redundancy also exists in vivo, we investigated the endogenous localization and essentiality of a subset of schizont‐expressed PfDHHC proteins. Individual PfDHHC proteins localized to distinct organelles, including parasite‐specific organelles such as the rhoptries and inner membrane complex. Knock‐out studies identified individual DHHCs that may be essential for blood‐stage growth and others that were functionally redundant in the blood stages but may have functions in other stages of parasite development. Supporting this hypothesis, disruption of PfDHHC9 had no effect on blood‐stage growth but reduced the formation of gametocytes, suggesting that this protein could be exploited as a transmission‐blocking target. The localization and stage‐specific expression of the DHHC proteins may be important for regulating their substrate specificity and thus may provide a path for inhibitor development.
Introduction
Plasmodium falciparum is the most virulent of the malaria‐causing Plasmodium parasites, causing the majority of malaria‐associated deaths (Greenwood et al., 2008; Winzeler, 2008). The life cycle of P. falciparum is complex, involving development in both a mosquito vector and a human host. However, all symptoms of malaria occur as a result of the intraerythrocytic stages of the parasite life cycle, during which the parasite undergoes asexual replication within human erythrocytes. Intraerythrocytic development and replication are tightly regulated, in part by controlled waves of transcription (Bozdech et al., 2003). While transcriptional regulation can control which proteins are present, development in eukaryotic cells is also frequently modulated by protein post‐translational modifications (PTMs), which can regulate protein activity and function. Several large datasets suggest an important role for phosphorylation during intraerythrocytic stages (Solyakov et al., 2011; Treeck et al., 2011; Lasonder et al., 2012a,b; Pease et al., 2013; Collins et al., 2014), but the role of other PTMs in P. falciparum development remains largely unexplored (Doerig et al., 2015).
Protein palmitoylation, the reversible addition of palmitate (a 16‐carbon‐saturated fatty acid) to cysteine residues via a thioester linkage, can affect protein trafficking, localization, interaction and stability (Resh, 2006; Linder and Deschenes, 2007). Unlike some other acyl protein modifications, such as N‐myristoylation and prenylation, protein palmitoylation is a reversible process, so it can be used to dynamically regulate protein function (Resh, 2006). There is no consensus sequence for palmitoylation (Smotrys and Linder, 2004), and advances in proteome‐based technologies for the purification and identification of all palmitoylated proteins in an organism have revealed that up to 10% of the proteome is palmitoylated at any one point in time (Yang et al. , 2010; Roth et al., 2006; Kang et al., 2008; Martin and Cravatt, 2009; Wilson et al., 2010).
The wide range of proteins that can be palmitoylated, coupled with the reversible nature of the thioester bond, suggests that palmitoylation is an essential tool in regulating protein activity and normal cellular function. In yeast, the global protein palmitoylation pattern is altered during meiosis, (Zhang et al., 2013), while in cardiac muscle, the massive endocytosis that occurs during reoxygenation of cardiac tissue following acute ischemic events depends on modulating membrane protein palmitoylation (Hilgemann et al., 2013; Lin et al., 2013). The role of palmitoylation in regulating cellular processes in Plasmodium is largely unknown, although a study of P. falciparum schizont stages revealed more than 400 palmitoylated proteins (Jones et al., 2012a), including proteins involved in parasite‐specific processes, such as host cell invasion, drug resistance and cytoadherance (Jones et al., 2012a,b).
Palmitoylation is catalysed by the Aspartate‐Histidine‐Histidine‐Cysteine (DHHC)‐palmitoyl‐transferases (PATs), all of which contain multiple transmembrane (TM) domains that flank a highly conserved DHHC motif, thought to be the catalytic site (Politis, 2005; Mitchell et al., 2006). Most eukaryotic organisms possess a repertoire of DHHC‐PATs, with 7 DHHC‐PATs in yeast, 23 DHHC‐PATs in humans, 12 in P. falciparum and 11 in Plasmodium berghei (Fukata et al., 2006; Roth et al., 2006; Jones et al., 2012b). A recent study of the repertoire of DHHC proteins in P. berghei and the related Apicomplexan species, Toxoplasma gondii, established that individual DHHC proteins are found in distinct organelles, both elements of the secretory pathway such as the endoplasmic reticulum (ER) and the Golgi, as well as parasite‐specific organelles, such as the rhoptries and the inner membrane complex (IMC) (Frénal et al., 2013). Localization of individual DHHC‐PATs to different compartments has also been observed in P. falciparum (Wetzel et al., 2015).
Despite these studies of DHHC function and location in Plasmodium parasites, it has never been definitively shown that any Plasmodium DHHC orthologues have palmitoyl‐transferase activity. In this manuscript, we report the use of biochemical and genetic tools to characterize four P. falciparum homologues in order to address key questions in their potential as drug targets – whether they actually contain the predicted enzymatic activity and whether any display biologically significant functions.
Results
Design of a Plasmodium falciparum palmitoyl‐transferase activity assay
Of the 12 potential P. falciparum DHHCs, four ‐PfDHHC3 (PF3D7_1121000), PfDHHC5 (PF3D7_1322500), PfDHHC7 (PF3D7_0528400) and PfDHHC9 (PF3D7_1115900)‐ have transcriptional profiles with peak expression in the schizont stages (Le Roch, 2003). To test whether these four proteins actually had palmitoyl‐transferase (PAT) activity, we adapted and expanded a PAT activity assay developed for other eukaryotic PATs (Hicks et al., 2011). As outlined in detail in Fig. 1, the assay relies on co‐expression of epitope‐tagged PfDHHC and target proteins in HEK293E cells, and a combination of immunoprecipitation and metabolic labelling using the palmitic acid analogue, 17‐octadecynoic acid (17‐ODYA). The 17‐ODYA‐labelled proteins can then be biotinylated via click chemistry, allowing their purification with streptavidin‐agarose (Martin and Cravatt, 2009), and the detection of Plasmodium targets within this palmitoylome via the epitope tag. Two potential target proteins were used in combination with all four PfDHHCs; PfSec22 (PF3D7_0320100), a TM‐domain‐containing SNARE protein localized predominantly to the ER (Ayong et al., 2009), which we have detected in palmitoylome datasets, and PfARO (PF3D7_0414900), a rhoptry‐localized protein, shown to be palmitoylated on either or both of 2 cysteines within the first 20 amino acids of its N‐terminus (Cabrera et al., 2012). It is important to note that little is currently known about DHHC‐PAT substrate specificity in any eukaryotic species, so some background palmitoylation of these targets could occur due to the presence of endogenous DHHC‐PATs in HEK293E cells. As a control, each target protein was therefore also expressed in the absence of a PfDHHC. If a target protein is more highly palmitoylated in the presence of the PfDHHC protein than in its absence, this would be a clear indication of its enzymatic activity. As an additional control for non‐specific purification of proteins after click chemistry and streptavidin affinity purification, co‐transfected HEK293E cells were also incubated with DMSO instead of 17‐ODYA.
Plasmodium falciparum DHHC proteins can palmitoylate PfSec22
HEK293E cells were transiently transfected with each of the four PfDHHCs and the two target proteins, and their expression was determined by immunofluorescence. Antibodies against the C‐terminal FLAG tag present on the PfDHHCs and c‐Myc tag present on the targets confirmed protein expression for all transfected constructs, and showed that PfDHHC3 and 9 as well as PfSec22 localizes to the ER in HEK293E cells, while PfDHHC7 and PfARO localize to the plasma membrane (PM) (Figure S1). PfDHHC5 did not appear to localize to either the ER (Figure S1) or the PM (data not shown). However, PfDHHC5 contains ankyrin repeats in its N‐terminus, and other N‐terminal ankyrin repeat‐containing DHHC proteins, such as DHHC17 in humans (Yanai et al., 2006) and Akr1 in yeast (Roth, 2002), have been localized to the Golgi; such a location for PfDHHC5 was not confirmed due to lack of appropriate antibodies, and because localization of the P. falciparum DHHCs in HEK293E cells would not necessarily affect their activity in this assay, which was the primary goal of this study.
To test for P. falciparum DHHC‐PAT activity, PfSec22 was expressed in HEK293E cells either in the presence of one of the PfDHHCs of interest (PfDHHC3, 5, 7 or 9) or with a CD4‐expressing control vector. PfSec22 was then immunoprecipitated from protein extracts and its expression confirmed by immunoblot using antibodies against the C‐terminal c‐Myc tag. Immunoblot revealed two clear PfSec22 bands: a stronger band at approximately 10 kDa and a weaker band at a higher molecular weight of approximately 17 kDa (Fig. 2A). Although protein palmitoylation does not always result in a shift in molecular weight, this has been observed for some proteins, such as the P. falciparum invasion motor complex protein, GAP45, which runs as a doublet where only the higher molecular weight band corresponds to palmitoylated GAP45 (Rees‐Channer et al., 2006). This raises the possibility that the higher molecular weight band of PfSec22 corresponds to palmitoylated PfSec22.
To confirm that PfSec22 is getting palmitoylated, we performed the PAT activity assay (Fig. 1). After click chemistry and streptavidin affinity purification, immunoblot of the purified palmitoylated proteins with a c‐Myc antibody revealed a single band running at approximately 17 kDa (Fig. 2B). This band was present only in 17‐ODYA‐treated samples and not in DMSO‐treated samples, indicating that this was a palmitoylated form of PfSec22. The size of this band, and the absence of any other c‐Myc‐tagged species, establishes that the higher molecular weight band observed previously in the immunoprecipitates of PfSec22 is palmitoylated PfSec22, while the lower molecular weight band corresponds to non‐palmitoylated PfSec22 (Fig. 2A).
Palmitoylated PfSec22 was present when PfSec22 was expressed with all four PfDHHCs (Fig. 2B), and was also present at low levels when PfSec22 was expressed in the absence of a PfDHHC (Fig. 2B), most likely due to background palmitoylation by endogenous HEK293E DHHC‐PATs. Because there will be differences in transfection efficiencies, 17‐ODYA labelling and streptavidin affinity purification, these PAT activity assays are not robustly quantifiable. However, Fig. 2A shows that total PfSec22 expression levels were relatively similar in all transfections, and palmitoyl‐PfSec22 levels were clearly increased in PfDHHC‐expressing cells. This argues that co‐expression with each of the 4 PfDHHCs does indeed increase the level of PfSec22 palmitoylation, and is the first direct evidence of PfDHHC PAT activity.
Plasmodium falciparum DHHC proteins can palmitoylate PfARO
PfARO was co‐expressed in HEK293E cells with each of the four PfDHHCs (PfDHHC3, 5, 7 and 9) and palmitoylation assayed as above. Immunoblot revealed two clear PfARO bands: a lower molecular weight band at approximately 28 kDa and a higher molecular weight band at approximately 45 kDa. Additionally, a faint third band was observed running above the 46 kDa marker (Fig. 3A). Immunoblot after 17‐ODYA labelling and palmitoylome purification identified a single band running at approximately 45 kDa, which was absent in DMSO‐treated samples (Fig. 3B). As with PfSec22, this higher mobility band appears to be the palmitoylated band of PfARO, while the lower molecular weight band at 28 kDa corresponds to the non‐palmitoylated version. The faint third band running above the 46 kDa marker was not observed in the click chemistry elutions, indicating that this band did not correspond to doubly‐ or multiply‐palmitoylated PfARO. This band could instead correspond to a version of PfARO, which was additionally modified by some other PTM, such as phosphorylation.
As with PfSec22, PfARO was subject to some background palmitoylation by endogenous HEK293E DHHC‐PATs (Fig. 3B). PfARO expression in 17‐ODYA click chemistry experiments was also varied (Fig. 3B), reflecting again the fact that these click chemistry‐based PAT assays are not robustly quantitative; however, in the immunoblot of immunoprecipitated PfARO (Fig. 3A), total protein expression in each transfection condition was clearly similar, while the intensity of the PfARO palmitoylated band was consistently greater when co‐expressed with PfDHHCs, and was the greatest in the presence of PfDHHC3 and 5 (Fig. 3A). This is direct evidence that PfARO is palmitoylated by each of the PfDHHCs, and perhaps more robustly by PfDHHC3 and 5, demonstrating again that all 4 PfDHHCs studied here are indeed PATs and can modify P. falciparum targets.
PfARO is palmitoylated on multiple cysteines
The PAT activity assay above has established that PfSec22 and PfARO are both subject to palmitoylation by multiple PfDHHCs, indicating that these PATs have potentially broad substrate specificities. To establish whether a more stringent specificity exists at the target level, point mutations were introduced to eliminate putative palmitoylation sites of PfSec22 and PfARO. The mutated target proteins were all co‐expressed with PfDHHC5, which appears to robustly palmitoylate both targets. Palmitoylation sites are largely not predictable based on primary sequence, but preliminary experiments aimed at defining palmitoylation sites across the P. falciparum schizont proteome suggested that two cysteines in the N‐terminal domain of PfSec22 are palmitoylated (Cys2 and Cys8; Tay, Rayner & Choudhary, unpublished). However, introduction of point mutants in either or both of these cysteines (PfSec22‐C2dA, PfSec22‐C8dA and PfSec22‐C2C8dA) had no effect on PfSec22 palmitoylation in these assays (Fig. 4A), indicating that either PfSec22 is not palmitoylated at its N‐terminus by PfDHHC5, or that PfDHHC5 modifies multiple PfSec22 cysteines and mutation of just these two residues is insufficient to alter PfSec22 electrophoretic mobility. To distinguish between these two possibilities, a systematic analysis of all cysteines in PfSec22 will be required.
PfARO has previously been experimentally shown to be palmitoylated in P. falciparum parasites, and two cysteine residues in its N‐terminal region (Cys5 and Cys6) are predicted to be sites of palmitoylation (Cabrera et al., 2012). Mutation of each site individually (PfARO‐C5dA, PfARO‐C6dA) reduced the intensity of the palmitoylated PfARO band relative to wild‐type PfARO, but did not eliminate it (Fig. 4B), indicating that perhaps PfDHHC5 requires both sites to be present in order to efficiently palmitoylate PfARO. To test this, we mutated both cysteines (PfARO‐C5C6dA), which abolished all PfARO palmitoylation by PfDHHC5 (Fig. 4B). Whether one or both residues is modified is not known, as the way in which palmitoylation affects the electrophoretic mobility of proteins is unpredictable, and does not usually correspond to the simple addition of the molecular weight of palmitate. Nevertheless, this caveat aside, this data suggests that Cys5 and Cys6 are the only sites involved in PfARO palmitoylation, at least by PfDHHC5, identifying a clear path for future in vivo functional analysis of PfARO palmitoylation.
Expression and subcellular localization of DHHC proteins in Plasmodium falciparum
In the sections above, we successfully demonstrated that at least 4 of the PfDHHCs do indeed act as PATs. In order to determine the endogenous location of these schizont stage DHHC‐PATs within the parasite, each of the 4 DHHCs, as well as an additional schizont stage DHHC, PfDHHC8, were tagged by inserting a C‐terminal triple‐HA (3‐HA) epitope tag at the endogenous locus, allowing the tagged gene of interest to remain under the control of its native promoter (Fig. 5A). The insertion event for each of the PfDHHC genes was confirmed by genotyping polymerase chain reaction (PCR) (Figure S2A), and tagged protein expression determined by immunoblot of saponin‐lysed schizont pellets. Protein expression was detected by immunoblot for PfDHHC5, 7 and 9, each of which produced single bands that migrated at the expected size of the predicted translation product (Fig. 5B). Expression of PfDHHC3 and 8 was not detectable, perhaps due to low endogenous expression levels for these particular PfDHHCs, or due to the technical difficulty of extracting and solubilizing these multi‐TM‐domain membrane proteins. PfDHHC3, 5, 7 and 9 were all detectable in the parasite schizont stages by immunofluorescence, suggesting that in the case of PfDHHC3, the inability to detect the tagged protein by immunoblot is indeed likely due to difficulties in protein extraction. Expression of PfDHHC8‐3HA was not detectable even by immunofluorescence assay, suggesting that the expression of this PfDHHC may be at a level that is too low to be detected by tagging at the endogenous locus.
All four P. falciparum DHHC proteins were distributed to discrete intracellular locations in schizonts. PfDHHC3 immunofluorescence staining appeared punctate and co‐localized with ERD2 (Fig. 6), a protein that resides in the Golgi (Elmendorf and Haldar, 1993). PfDHHC5 staining co‐localized with BIP (Fig. 6), an ER protein (Van Dooren et al., 2005). As previously reported, PfDHHC7 staining appeared punctate and was distinct from ERD2 staining but co‐localized with the rhoptry marker, RAP1 (Fig. 6) (Frénal et al., 2013). Lastly, PfDHHC9 appeared to co‐localize with both MSP1, a marker for the PM (Holder et al., 1992), and GAP45, a marker IMC (Langsley et al., 2012), in late stage schizonts (Fig. 6). However, in the earlier stages of schizogony, PfDHHC9 co‐localized with GAP45, but did not co‐localize with MSP1 (Fig. 6). Although PM and IMC staining appears similar in mature schizonts, in earlier stages when the IMC is still developing, the PM and IMC can be distinguished (Kono et al., 2012). Thus the co‐localization of PfDHHC9 with GAP45, the IMC marker, in both early and late stage schizonts suggests that PfDHHC9 is localized at the IMC, rather than the plasma membrane. It must be noted that the images shown in Fig. 6 are representative images and as such, provide an indication of co‐localization between the PfDHHCs and the relevant organelle markers. Further quantitative analysis would be required in order to further validate the co‐localization indicated here.
PfDHHC5 and 9 can be disrupted in Plasmodium falciparum
Given that each DHHC protein is localized to a distinct membrane, we hypothesized that they might be less likely to overlap functionally. To test whether individual DHHC genes were essential for P. falciparum intraerythrocytic development, attempts were made to delete the majority of the coding sequence for each of the same 5 PfDHHCs (PfDHHC3, 5, 7, 8 and 9) using double‐cross‐over homologous recombination (Fig. 7A) (Maier et al., 2006). Despite multiple attempts, integration of the knock‐out construct into the genome was detected for only 2 PfDHHCs: the ER‐localized PfDHHC5 and the IMC‐localized PfDHHC9. Genotyping by PCR of cloned PfDHHC5 and 9 knock‐out lines (PfDHHC5KO and PfDHHC9KO) indicated successful integration via double cross‐over recombination (Figure S2B), and Southern blot analysis confirmed disruption of the gene locus (Fig. 7B). Although transfection was successful for the remaining PfDHHCs (PfDHHC3, 7 and 8), parasites with successful integration could not be obtained, despite multiple attempts. While absence of a knock‐out line is not definitive confirmation of essentiality, the same loci could be modified by integration of a 3‐HA tag, suggesting that these loci are genetically tractable. The results described here therefore suggest that, like in P. berghei, a subset of the P. falciparum DHHC proteins is not amenable to disruption in intraerythrocytic stages, although repeat analysis with conditional genetic systems will be required to confirm this.
Growth of the PfDHHC5 and 9KO lines was indistinguishable from that of wild‐type 3D7 over an 8 to 10 day period (Fig. 7C). Next, we investigated the effect of disrupting PfDHHC5 and 9 on gametocytogenesis. PfDHHC5KO was able to form gametocytes at a similar rate to wild‐type parasites (Fig. 7D), while when gametocytogenesis was induced in the PfDHHC9KO line, a significant reduction in the formation of gametocytes was observed. Although early and late stage gametocytes (Stages II to V) were observed in PfDHHC9KO parasites (Figure S3B), the number of gametocytes formed was significantly lower compared with wild‐type parasites (Fig. 7D), indicating that although mature gametocytes could be formed, this capability was significantly impaired, thus implying that PfDHHC9 may play a role in gametocytogenesis.
In order to ensure that this deficiency in gametocytogenesis did not arise spontaneously during transfection and culture of the modified line, the PfDHHC9KO line was complemented with an episomally maintained P. falciparum expression plasmid expressing PfDHHC9 (C‐terminally‐tagged with 3‐HA tag) (this complemented line is hereby referred to as PfDHHC9COMP). Expression of the exogenous PfDHHC9 protein was confirmed by immunoblot using antibodies against the 3‐HA tag (Figure S3A). The PfDHHC9COMP line was able to produce both early and mature gametocytes (Figure S3B) at a significantly higher rate compared with PfDHHC9KO and at a rate nearly but not quite equal to that of wild‐type parasites (Fig. 7D), which could be due to the fact that PfDHHC9 expression in the episomal vector is under the control of a heterologous promoter. The promoter used in the PfDHHC9COMP plasmid was the AMA1 promoter, which as indicated by the AMA1 transcriptional profile has lower expression in gametocytes compared with the endogenous PfDHHC9 promoter (López‐Barragán et al., 2011) and has slightly lower expression in Stage‐V gametocytes compared with Stage II (López‐Barragán et al., 2011). However, the increased drug selection concentration used here is expected to further boost PfDHHC9 expression by the exogenous promoter in this plasmid.
Nevertheless, the almost complete rescue of gametocytogenesis in the presence of PfDHHC9COMP indicates that it was the deletion of PfDHHC9 that caused the defect in the induction of gametocytogenesis rather than an off‐target concomitant change during transfection and culture. This indicates for the first time a role for palmitoylation in regulating gametocytogenesis, a key P. falciparum developmental transition. To test whether PfDHHC9 localized to the IMC in gametocytes as it does in asexual blood stages (Fig. 6), we performed immunofluorescence on gametocytes induced in the PfDHHC9‐3HA and PfDHHC9COMP lines. Both lines had similar staining, indicating that PfDHHC9COMP is expressed as expected, but in neither case did PfDHHC9 staining co‐localize with GAP45, an IMC marker (Figure S3C). Further investigation of the localization of PfDHHC9 in gametocytes will require the development of further organelle markers for gametocyte staining.
Discussion
While the P. falciparum genome contains 12 genes coding for proteins that contain the conserved DHHC signature motif of palmitoyl‐transferases, the localization and function of most remain unknown, and in no case has it been confirmed that these homologues actually possess palmitoyl‐transferase activity. In this study, we determined that the P. falciparum DHHC proteins are indeed involved in catalysing protein palmitoylation by co‐expressing P. falciparum DHHCs and targets in a heterologous cell system and testing for palmitoyl‐transferase activity. All four P. falciparum DHHC proteins studied possessed PAT activity and were able to palmitoylate the same substrate protein, indicating that the function of these DHHC proteins may overlap, mirroring the functional overlap of some DHHC proteins in other eukaryotic systems (Roth et al., 2006; Hicks et al., 2011).
The PAT activity assay that was developed here utilizes transient transfection in HEK293E cells. This approach has the advantage of rapidity and adaptability, which was used here for the testing of multiple targets and PATs in different combinations to assess target specificity and for using site‐directed mutagenesis of targets to investigate site specificity. These are major advantages and allow studies that would simply not be feasible in P. falciparum parasites themselves. For example, the PAT activity assay revealed that both Cys5 and Cys6 of PfARO are palmitoylated, but no other cysteines are modified, a finding that will enable further functional follow‐up of the role of PfARO palmitoylation and emphasizing the fact that palmitoylation sites are not predictable based on primary sequence alone. However, like any enzyme assay, the PAT assay is not completely representative of the in vivo system and has disadvantages. One is that because it relies on transient transfection (to increase throughput), there is some variability between transfections, making it not strictly quantitative. Differences in band intensity can therefore strongly indicate enzyme or site specificity, as they do here, but not confirm it. An additional disadvantage is that the intracellular localizations of the Plasmodium proteins in HEK293E cells can be quite different compared with their endogenous localizations in P. falciparum; for example, PfDHHC7 and PfARO, which localize to the rhoptries in P. falciparum (Fig. 6), are found to localize to the plasma membrane in HEK293E cells (Figure S1), presumably because of the lack of rhoptries in mammalian cells. Such differences in location could lead to false negative or false positive results and emphasize the need for multiple controls, as were employed here, to allow interpretation.
These caveats aside, in the PAT assay PfDHHC5 displayed stronger PAT activity towards PfSec22. This result and the fact that both proteins are also localized to the ER in P. falciparum may indicate that PfSec22 is in fact a natural substrate of PfDHHC5. More puzzling is the fact that PfDHHC7 was also able to palmitoylate PfSec22 in HEK293E cells. In P. falciparum, where PfDHHC7 is localized to the rhoptries, it is possible that PfDHHC7 never comes into contact with PfSec22 and thus may not naturally palmitoylate PfSec22. Alternatively, a low level of PfSec22 palmitoylation could be occurring as PfDHHC7 passes through the ER on the way to the rhoptries, as presumably is also occurring in the HEK293E system, where PfDHHC7 localized to the PM while PfSec22 remained in the ER (Figure S1B). Where palmitoylation occurs is not well understood for most targets, and could well occur at a location that is not the final destination for that protein. For example, PfARO was palmitoylated by both PfDHHC3 and PfDHHC5 in the PAT assay (located in the ER/Golgi in HEK293E cells, Figure S1A), despite the fact that the majority of PfARO was located in the PM in HEK293E cells (Figure S1). The acylation‐status and substrate/PAT interaction of PfARO may depend on its specific membrane association at any given time, as is the case for N‐Ras and H‐Ras in Saccharomyces cerevisiae (Rocks et al., 2005). These results contribute to the hypothesis that substrate specificity may be regulated by the localization of the DHHC proteins in relation to the localization of the particular substrate protein.
We have also characterized five out of the 12 PfDHHC proteins in the parasite itself, focusing on those that are more highly transcribed in the schizont stages. Similar to a previous study of the repertoire of DHHC proteins in the rodent malaria‐causing species, P. berghei and the related Apicomplexan species, T. gondii (Frénal et al., 2013), the DHHC proteins in P. falciparum localized to different membrane‐bound compartments within the parasite. These included the ER and Golgi, where the DHHC proteins of other eukaryotic organisms are commonly localized to (Lobo, 2002; Roth, 2002), as well as specialized, parasite‐specific organelles such as the rhoptries and the IMC. The localization of most of the PfDHHCs studied here was similar to that of their P. berghei homologues, although one PfDHHC (PfDHHC3) had a different localization compared with its P. berghei homologue (Frénal et al., 2013). This indicates that even between these two related Plasmodium species, differences do exist between the localization of the DHHC orthologues, perhaps because there is one less DHHC protein in P. berghei. The localization of PfDHHC9 to the IMC in asexual stages was however in contrast to findings in another study (Wetzel et al., 2015). These differences could perhaps be attributed to the fact that in that study, the tagged version of PfDHHC9 was over‐expressed episomally under a non‐native promoter.
The fact that so many different DHHC proteins exist in most eukaryotic organisms has always been puzzling, especially considering the fact that these proteins have been found to be relatively promiscuous in terms of substrate specificity (Roth et al., 2006). While differential localization is one possible explanation, in the case of Plasmodium parasites, developmental stage‐specific functions could also increase the requirement for multiple PATs. This hypothesis is supported by our attempts to disrupt five schizont expressed P. falciparum PATs. Two PfDHHC proteins (PfDHHC5 and 9) could be successfully disrupted in the blood stages without any detrimental effect on blood stage growth, implying a functional redundancy for these two DHHC proteins, just as has been observed in yeast (Roth et al., 2006). However, three PfDHHCs of interest here (PfDHHC3, 7 and 8) were unable to be disrupted. While this is not proof of essentiality, it mirrors findings in P. berghei, where not all DHHCs could be deleted in blood stages (Frénal et al., 2013). This indicates that functional redundancy in Plasmodium DHHCs is not universal.
Although PfDHHC9 was successfully disrupted in the asexual blood stages, the loss of PfDHHC9 resulted in a reduction in the production of gametocytes in P. falciparum, perhaps because its substrate, or set of substrates, is only required or only present in gametocytes. This deficiency was almost completely rescued when the PfDHHC9 knock‐out line was complemented with exogenously expressed PfDHHC9, indicating that the deficiency in gametocytogenesis was the result of PfDHHC9 deletion and not off‐target genetic changes during culture. A function for PfDHHC9 in gametocytogenesis is supported by a previous study, which found that a P. falciparum line containing a piggyBac transposon insertion 1 kb upstream of PfDHHC9 had reduced gametocyte production (Ikadai et al., 2013). Additionally, the localization of PfDHHC9 in gametocytes was found to be different from its localization in the blood stages. It could thus be hypothesized that the fact that PfDHHC9 is not essential in the blood stages but is required in gametocytes may be related to its different localizations in these two stages. This implies that life‐cycle stage‐specific expression and perhaps localization may play an important role in regulating the substrate specificity of Plasmodium DHHCs and highlight the need for further study of the DHHC proteins in stages of the parasite life cycle other than the blood stages. In the case of PfDHHC9, it was not within the scope of this investigation to determine whether the Stage‐V gametocytes that did manage to be produced by the PfDHHC9KO line were capable of gamete formation or transmission to the mosquito. Further characterization of the effect of PfDHHC9 loss in these sexual stages may yield valuable insight into the role of palmitoylation in this essential parasite developmental stage.
In summary, we have demonstrated the PAT activity of the P. falciparum DHHC protein family by developing an assay that can now be used to validate specific palmitoylation sites in target Plasmodium proteins. We have also shown that the PfDHHC‐PATs are distributed to different cellular sites and consist of proteins that are both essential and non‐essential for the blood stages, implying that localization and expression in specific life‐cycle stages may play a role in regulating PfDHHC substrate specificity. Given the attractiveness of stage‐specific targets for transmission blocking drugs, further study on the role played by protein palmitoylation in Plasmodium and, in these stages in particular, may both provide new insight into this key developmental step, as well as more rigorously assess their potential as targets for drug development.
Experimental procedures
Generation of human embryonic kidney 293E plasmid constructs
The HEK293E plasmid constructs were generated essentially as previously described (Durocher et al., 2002; Bushell et al., 2008). Briefly, all potential N‐linked glycosylation sites (N‐X‐S/T) were removed from the sequences of P. falciparum proteins of interest by replacing the serine/threonine residues with alanine residues. Sequence coding either for the FLAG tag or the c‐Myc tag was added to the C‐terminal region of the proteins of interest, followed by a STOP codon, and the entire protein sequence flanked by NotI (5'‐end) and AscI (3'‐end) restriction sites. The FLAG‐tagged or c‐Myc‐tagged protein sequences were codon‐optimized for expression in mammalian cells and introduced into pTT3‐based expression vectors using GeneART gene synthesis services (Life Technologies). For PfSec22 and PfARO point mutants, primers containing the desired cysteine to alanine point mutations (listed in Table S1) were used to PCR amplify the genes of interest using the GeneART‐synthesized expression plasmids as templates. The mutated genes of interest were then re‐introduced into the same expression plasmids using T4 DNA ligase (NEB).
Human embryonic kidney 293E cell culture and transfection
Human embryonic kidney 293E (HEK293E) cells were maintained in Gibco® Freestyle™ 293 expression media (Life Technologies) supplemented with 1% heat‐inactivated FBS essentially as previously described (Bushell et al., 2008), except that cells were grown without shaking in T75 tissue culture flasks (at 1 × 106 cells/flask) with 25 ml of media, instead of in suspension. Transient transfection of HEK293E cells was performed using polyethylenimine (PEI) as previously described (Durocher et al., 2002; Bushell et al., 2008).
Purification of palmitoylated proteins by metabolic labelling and click chemistry (palmitoyl‐transferase activity assay)
Transiently transfected HEK293E cells were treated with 25 µm of the palmitic acid analogue, 17‐ODYA (Cayman Chemical) or mock treated with an equal volume of DMSO, 24 h after transfection. The 17‐ODYA labelling was allowed to continue for 6 h at 37°C under standard culture conditions. Cell pellets were collected and lysed in 1% Triton X‐100/50 mm Tris‐Cl pH 7.4/150 mm NaCl/protease inhibitor cocktail (Roche) for 30 min at 37°C with shaking. The click chemistry reaction was then performed as previously described (Martin and Cravatt, 2009). Briefly, 2 mg of each protein sample was incubated with the following chemicals in PBS: 100 µm biotin‐azide (Life Technologies), 1 mm Tris(2‐carboxyethyl)phosphine (TCEP; Sigma‐Aldrich), 100 µm Tris[(1‐benzyl‐1H‐1,2,3‐triazol‐4‐yl)methyl]amine (TBTA, Sigma‐Aldrich) dissolved in DMSO/tert‐butanol (20%/80%), and 1 mm CuSO4 (Sigma‐Aldrich). The reaction was allowed to continue for 1.5 h at room temperature with shaking. Biotinylated proteins were affinity purified by incubating with a 50 µl bed volume of streptavidin‐agarose (Thermo Scientific) for 2 h at room temperature with rotation. Proteins were eluted by incubating with 100 µl of 2% SDS/50 mm Tris‐Cl pH 7.4/5 mm EDTA for 5 min at 95°C with shaking.
Generation of Plasmodium falciparum plasmid constructs
For 3‐HA‐tagged plasmid constructs, an approximately 1000 bp fragment from the 3' end of the open reading frame of the gene of interest, excluding the STOP codon, was PCR amplified from the genomic DNA of P. falciparum strain 3D7 using the primers listed in Table S2. The PCR fragment was digested using the appropriate restriction enzymes (listed in Table S2) and then introduced into the pCAM‐BSD‐3HA vector (Abdi et al., 2010) using T4 DNA ligase (NEB). Generation of the double‐cross‐over knock‐out plasmid constructs was performed essentially the same, except that approximately 600–800 bp of the N‐terminal and C‐terminal region of the gene of interest was PCR amplified (using primers listed in Table S2) and introduced one fragment at a time into the pCC1 knock‐out vector (Maier et al., 2006). For the PfDHHC9COMP plasmid, the entire coding sequence of PfDHHC9, along with a 3‐HA tag at the C‐terminal end and flanked by KpnI and XhoI restriction enzyme sites, was made using GeneART gene synthesis services (Life Technologies) and introduced into the pARL‐ama1 vector (a kind gift from Dr. Jake Baum, Imperial College London) using the KpnI and XhoI sites. The hDHFR selection cassette of the pARL‐ama1 vector was removed and replaced with the Blasticidin‐S‐deaminase selection cassette.
Plasmodium falciparum culture, transfection and genotyping of transgenic lines
Plasmodium falciparum strain 3D7 was cultured in RPMI‐based media containing O+ human erythrocytes at 5% haematocrit and 10% O+ heat‐inactivated serum or 0.5% AlbuMAX II (Life Technologies), according to established methods (Trager and Jensen, 1976). Transfection of ring‐stage parasites was performed as described (Fidock and Wellems, 1997). Positive drug selection was performed 1 day post‐transfection using 2.5 µg ml−1 Blasticidin‐S (Fisher Scientific) or 2.5 nm WR99210 and maintained until stable parasite growth was obtained. To select for parasites that had integrated the construct via homologous recombination, the parasites were maintained in the absence of drug for 3 weeks, after which drug pressure was reapplied until stable parasite growth was again achieved. For parasites transfected with the PfDHHC9COMP plasmid, once stable parasite growth was obtained, the concentration of Blasticidin‐S was increased to 5 µg ml in order to increase PfDHHC9 expression by the episomally maintained plasmid. For parasites transfected with the pCC1 knock‐out vector, negative selection was performed with 1 µm 5‐fluorocytosine (Sigma‐Aldrich) as previously described (Maier et al., 2006). Genomic DNA was extracted from in vitro blood stage cultures infected with P. falciparum transgenic parasites using a QIAamp DNA Blood Mini Kit (QIAGEN) according to manufacturer's instructions. Genotyping by PCR was performed for each transgenic line using the primers listed in Table S3. Genotyping by Southern blot was performed essentially as described (Southern, 2006). Probes targeting the N‐terminal region of each gene of interest were produced by PCR amplification using genomic DNA and the primers listed in Table S4. Southern blot hybridization of probes was performed using the DIG‐High Prime DNA Labelling and Detection Starter Kit II (Roche) according to manufacturer's instructions.
Immunodetection of 3HA‐tagged Plasmodium falciparum proteins and c‐Myc‐/FLAG‐tagged human embryonic kidney 293E proteins
For Western blot analysis, transgenic schizont‐stage parasites were extracted from in vitro blood‐stage cultures by saponin lysis. The saponin pellets were lysed in 4% SDS/50 mm Tris‐Cl pH 7.4/150 mm NaCl/5 mm EDTA, in an appropriate volume that would result in a concentration of 5 × 108 parasites/ml, for 30 min at 37°C. The lysate was resuspended in reducing 2X Laemmli sample buffer and resolved by SDS‐PAGE. Proteins of interest were detected using the antibodies listed in Table S5. Transfected HEK293E cells were lysed and analysed the same way. For immunofluorescence assay, in vitro blood‐stage cultures infected with transgenic P. falciparum strains were fixed in 4% formaldehyde/0.01% gluteraldehyde/PBS for 1 h at room temperature. The fixed cells were permeablized with 0.1% Triton X‐100/PBS for 10 min at room temperature and then blocked with 3% BSA/PBS for 1 h at room temperature. All antibodies used were diluted in 1% BSA/PBS and are as listed in Table S5. Cells were mounted in Prolong Anti‐fade mounting reagent (Life Technologies). For HEK293E cells, immunofluorescence assay was performed essentially the same, except that the cells were grown on poly‐l‐lysine coverslips (BD Biosciences) in 12‐well plates and all steps of the assay were performed on the coverslips. Confocal images were acquired using a Zeiss LSM 510 Laser scanning confocal microscope. For the immunoprecipitation of tagged proteins, cell pellets were lysed in immunoprecipitation buffer [1% Triton X‐100/50 mm Tris‐Cl pH 7.4/150 mm NaCl/5 mm EDTA/protease inhibitor cocktail (Roche)] for 30 min at 37°C with shaking. The lysates were pre‐cleared with 15 µl Protein G‐sepharose® (Sigma Aldrich) for 1 h at 4°C with rotation, followed by incubation with 2 µg of the appropriate antibody overnight at 4°C with rotation. The samples were then incubated with 30 µl Protein G‐sepharose for 2 h at 4°C with rotation and the immunoprecipitated proteins eluted from the resin by incubation with 60 µl 2%SDS/50 mm Tris‐Cl pH 7.4/5 mm EDTA for 5 min at 95°C with shaking.
Plasmodium falciparum growth assay
Plasmodium falciparum blood‐stage culture was diluted to produce a suspension at 2% haematocrit and 1% parasitemia. A 10 µl aliquot of the parasite suspension was fixed in 2% formaldehyde/0.2% gluteraldehyde/PBS for 45 min at 4°C. The fixed cells (labelled ‘Day 0’) were kept in 50 µl of PBS until further use. The remaining parasite suspension (2% haematocrit and 1% parasitemia) was added into a 96‐well round‐bottomed plate at 100 µl volume per well. After 2 days incubation under P. falciparum standard culture conditions, a 10 µl of aliquot was again removed from the plate and fixed as described earlier (labelled ‘Day 2’). The cells in the plate were then diluted 1:5 or 1:10 with fresh red blood cells (2% haematocrit) and incubated for another 2 days under standard culture conditions. This was repeated every 2 days until ‘Day 8’ or ‘10’ cells were collected and fixed. The fixed cells were permeabilized in 0.3% Triton X‐100/PBS for 10 min at room temperature followed by incubation with 0.5 mg ml−1 ribonuclease A (MP Biomedicals) for 45 min at 37°C. Finally, the cells were stained with SYBR Green I (Life Technologies)/PBS, at a concentration of 1:5000, for 45 min at 37°C, followed by acquisition on a flow cytometer as previously described (Theron et al., 2010). Parasitemia was determined by SYBR Green I fluorescence as measured by the flow cytometer. All experiments were carried out in triplicate, and the data were presented as mean ± standard deviation.
Plasmodium falciparum gametocyte production
Gametocyte induction was performed as previously described (Lamour et al., 2014). Briefly, each P. falciparum line was seeded at a starting parasitemia of 1% rings and at 4% haematocrit in 10 ml culture media (media as described earlier), without drugs (Day 0). The culture media was replaced daily for a total of 14 days. Ring parasitemia was checked on Day 2 in order to ensure that asexual growth was as expected for all parasite lines. Smears were taken on Days 7, 9, 11 and 14, and the number of gametocytes observed was counted. On Day 7, mostly Stage‐II gametocytes were observed, while on Day 9, mostly Stage‐III gametocytes were observed. On Day 11, mostly Stage‐IV gametocytes were observed, and on Day 14, mostly Stage‐V gametocytes were observed.
Supporting information
Acknowledgements
We are grateful to Jake Baum at Imperial College London for the kind gift of the pARL‐AMA1 vector and for constant support during the preparation of this work. We are also grateful to the Malaria Research and Reference Reagent centre (MR4) for supplying antibodies. We would also like to thank members of the Rayner group and the Baum group for all their support. The authors declare no conflict of interest. This work was funded by The Wellcome Trust (Grant number: 098051).
Tay, C. L. , Jones, M. L. , Hodson, N. , Theron, M. , Choudhary, J. S. , and Rayner, J. C. (2016) Study of Plasmodium falciparum DHHC palmitoyl transferases identifies a role for PfDHHC9 in gametocytogenesis. Cellular Microbiology, 18: 1596–1610. doi: 10.1111/cmi.12599.
References
- Abdi, A. , Eschenlauer, S. , Reininger, L. , and Doerig, C. (2010) SAM domain‐dependent activity of PfTKL3, an essential tyrosine kinase‐like kinase of the human malaria parasite Plasmodium falciparum. Cell Mol Life Sci 67: 3355–3369. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ayong, L. , Raghavan, A. , Schneider, T.G. , Taraschi, T.F. , Fidock, D.A. , and Chakrabarti, D. (2009) The longin domain regulates the steady‐state dynamics of Sec22 in Plasmodium falciparum. Eukaryot Cell 8: 1330–1340. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bozdech, Z. , Llinas, M. , Pulliam, B.L. , Wong, E.D. , Zhu, J. , and DeRisi, J.L. (2003) The transcriptome of the intraerythrocytic developmental cycle of Plasmodium falciparum. PLoS Biol 1: E5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bushell, K.M. , Sollner, C. , Schuster‐Boeckler, B. , Bateman, A. , and Wright, G.J. (2008) Large‐scale screening for novel low‐affinity extracellular protein interactions. Genome Res 18: 622–630. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cabrera, A. , Herrmann, S. , Warszta, D. , Santos, J.M. , John Peter, A.T. , Kono, M. , et al. (2012) Dissection of minimal sequence requirements for rhoptry membrane targeting in the malaria parasite. Traffic 13: 1335–1350. [DOI] [PubMed] [Google Scholar]
- Collins, M.O. , Wright, J.C. , Jones, M. , Rayner, J.C. , and Choudhary, J.S. (2014) Confident and sensitive phosphoproteomics using combinations of collision induced dissociation and electron transfer dissociation. J Proteomics 103: 1–14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Doerig, C. , Rayner, J.C. , Scherf, A. , and Tobin, A.B. (2015) Post‐translational protein modifications in malaria parasites. Nat Rev Microbiol 13: 160–172. [DOI] [PubMed] [Google Scholar]
- Durocher, Y. , Perret, S. , and Kamen, A. (2002) High‐level and high‐throughput recombinant protein production by transient transfection of suspension‐growing human 293‐EBNA1 cells. Nucleic Acids Res 30: E9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Elmendorf, H.G. , and Haldar, K. (1993) Identification and localization of ERD2 in the malaria parasite Plasmodium falciparum: separation from sites of sphingomyelin synthesis and implications for organization of the Golgi. EMBO J 12: 4763–4773. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fidock, D.A. , and Wellems, T.E. (1997) Transformation with human dihydrofolate reductase renders malaria parasites insensitive to WR99210 but does not affect the intrinsic activity of proguanil. Proc Natl Acad Sci U S A 94: 10931–10936. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Frénal, K. , Tay, C.L. , Mueller, C. , Bushell, E.S. , Jia, Y. , Graindorge, A. , et al. (2013) Global analysis of apicomplexan protein S‐acyl transferases reveals an enzyme essential for invasion. Traffic 14: 895–911. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fukata, Y. , Iwanaga, T. , and Fukata, M. (2006) Systematic screening for palmitoyl transferase activity of the DHHC protein family in mammalian cells. Methods (San Diego, Calif 40: 177–182. [DOI] [PubMed] [Google Scholar]
- Greenwood, B.M. , Fidock, D.A. , Kyle, D.E. , Kappe, S.H. , Alonso, P.L. , Collins, F.H. , and Duffy, P.E. (2008) Malaria: progress, perils, and prospects for eradication. J Clin Invest 118: 1266–1276. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hicks, S.W. , Charron, G. , Hang, H.C. , and Galán, J.E. (2011) Subcellular targeting of salmonella virulence proteins by host‐mediated S‐palmitoylation. Cell Host Microbe 10: 9–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hilgemann, D.W. , Fine, M. , Linder, M.E. , Jennings, B.C. , and Lin, M.J. (2013) Massive endocytosis triggered by surface membrane palmitoylation under mitochondrial control in BHK fibroblasts. eLife 2: e01293. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Holder, A.A. , Blackman, M.J. , Burghaus, P.A. , Chappel, J.A. , Ling, I.T. , McCallum‐Deighton, N. , and Shai, S. (1992) A malaria merozoite surface protein (MSP1)‐structure, processing and function. Mem Inst Oswaldo Cruz 87(Suppl 3): 37–42. [DOI] [PubMed] [Google Scholar]
- Ikadai, H. , Shaw Saliba, K. , Kanzok, S.M. , McLean, K.J. , Tanaka, T.Q. , Cao, J. , et al. (2013) Transposon mutagenesis identifies genes essential for Plasmodium falciparum gametocytogenesis. Proc Natl Acad Sci 110: E1676–E1684. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jones, M.L. , Collins, M.O. , Goulding, D. , Choudhary, J.S. , and Rayner, J.C. (2012a) Analysis of protein palmitoylation reveals a pervasive role in Plasmodium development and pathogenesis. Cell Host Microbe 12: 246–258. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jones, M.L. , Tay, C.L. , and Rayner, J.C. (2012b) Getting stuck in: protein palmitoylation in Plasmodium. Trends Parasitol 28: 496–503. [DOI] [PubMed] [Google Scholar]
- Kang, R. , Wan, J. , Arstikaitis, P. , Takahashi, H. , Huang, K. , Bailey, A.O. , et al. (2008) Neural palmitoyl‐proteomics reveals dynamic synaptic palmitoylation. Nature 456: 904–909. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kono, M. , Herrmann, S. , Loughran, N.B. , Cabrera, A. , Engelberg, K. , Lehmann, C. , et al. (2012) Evolution and architecture of the inner membrane complex in asexual and sexual stages of the malaria parasite. Mol Biol Evol 29: 2113–2132. [DOI] [PubMed] [Google Scholar]
- Lamour, S.D. , Straschil, U. , Saric, J. , and Delves, M.J. (2014) Changes in metabolic phenotypes of Plasmodium falciparum in vitro cultures during gametocyte development. Malar J 13: 468. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Langsley, G. , Ridzuan, M.A.M. , Moon, R.W. , Knuepfer, E. , Black, S. , Holder, A.A. , and Green, J.L. (2012) Subcellular location, phosphorylation and assembly into the motor complex of GAP45 during Plasmodium falciparum schizont development. PLoS One 7: e33845. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lasonder, E. , Green, J.L. , Camarda, G. , Talabani, H. , Holder, A.A. , Langsley, G. , and Alano, P. (2012a) The Plasmodium falciparum schizont phosphoproteome reveals extensive phosphatidylinositol and cAMP‐protein kinase A signaling. J Proteome Res 11: 5323–5337. [DOI] [PubMed] [Google Scholar]
- Lasonder, E. , Treeck, M. , Alam, M. , and Tobin, A.B. (2012b) Insights into the Plasmodium falciparum schizont phospho‐proteome. Microbes Infect / Institut Pasteur 14: 811–819. [DOI] [PubMed] [Google Scholar]
- Le Roch, K.G. (2003) Discovery of gene function by expression profiling of the malaria parasite life cycle. Science (New York, NY) 301: 1503–1508. [DOI] [PubMed] [Google Scholar]
- Lin, M.J. , Fine, M. , Lu, J.Y. , Hofmann, S.L. , Frazier, G. , and Hilgemann, D.W. (2013) Massive palmitoylation‐dependent endocytosis during reoxygenation of anoxic cardiac muscle. eLife 2: e01295. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Linder, M.E. , and Deschenes, R.J. (2007) Palmitoylation: policing protein stability and traffic. Nat Rev 8: 74–84. [DOI] [PubMed] [Google Scholar]
- Lobo, S. (2002) Identification of a Ras palmitoyltransferase in Saccharomyces cerevisiae. J Biological Chemistry 277: 41268–41273. [DOI] [PubMed] [Google Scholar]
- López‐Barragán, M.J. , Lemieux, J. , Quiñones, M. , Williamson, K.C. , Molina‐Cruz, A. , Cui, K. , et al. (2011) Directional gene expression and antisense transcripts in sexual and asexual stages of Plasmodium falciparum. BMC Genomics 12: 587. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maier, A.G. , Braks, J.A.M. , Waters, A.P. , and Cowman, A.F. (2006) Negative selection using yeast cytosine deaminase/uracil phosphoribosyl transferase in Plasmodium falciparum for targeted gene deletion by double crossover recombination. Mol Biochem Parasitol 150: 118–121. [DOI] [PubMed] [Google Scholar]
- Martin, B.R. , and Cravatt, B.F. (2009) Large‐scale profiling of protein palmitoylation in mammalian cells. Nat Methods 6: 135–138. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mitchell, D.A. , Vasudevan, A. , Linder, M.E. , and Deschenes, R.J. (2006) Protein palmitoylation by a family of DHHC protein S‐acyltransferases. J Lipid Res 47: 1118–1127. [DOI] [PubMed] [Google Scholar]
- Pease, B.N. , Huttlin, E.L. , Jedrychowski, M.P. , Talevich, E. , Harmon, J. , Dillman, T. , et al. (2013) Global analysis of protein expression and phosphorylation of three stages of Plasmodium falciparumIntraerythrocytic development. J Proteome Res 12: 4028–4045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Politis, E.G. (2005) Transmembrane topology of the protein palmitoyl transferase Akr1. J Biol. ChemiSry 280: 10156–10163. [DOI] [PubMed] [Google Scholar]
- Rees‐Channer, R.R. , Martin, S.R. , Green, J.L. , Bowyer, P.W. , Grainger, M. , Molloy, J.E. , and Holder, A.A. (2006) Dual acylation of the 45 kDa gliding‐associated protein (GAP45) in Plasmodium falciparum merozoites. Mol Biochem Parasitol 149: 113–116. [DOI] [PubMed] [Google Scholar]
- Resh, M.D. (2006) Palmitoylation of ligands, receptors, and intracellular signaling molecules. Sci STKE 2006: re14. [DOI] [PubMed] [Google Scholar]
- Rocks, O. , Peyker, A. , Kahms, M. , Verveer, P.J. , Koerner, C. , Lumbierres, M. , et al. (2005) An acylation cycle regulates localization and activity of palmitoylated Ras isoforms. Science (New York, NY) 307: 1746–1752. [DOI] [PubMed] [Google Scholar]
- Roth, A.F. (2002) The yeast DHHC cysteine‐rich domain protein Akr1p is a palmitoyl transferase. J Cell Biol 159: 23–28. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Roth, A.F. , Wan, J. , Bailey, A.O. , Sun, B. , Kuchar, J.A. , Green, W.N. , et al. (2006) Global analysis of protein palmitoylation in yeast. Cell 125: 1003–1013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Smotrys, J.E. , and Linder, M.E. (2004) Palmitoylation of intracellular signaling proteins: regulation and function. Annu Rev Biochem 73: 559–587. [DOI] [PubMed] [Google Scholar]
- Solyakov, L. , Halbert, J. , Alam, M.M. , Semblat, J.‐P. , Dorin‐Semblat, D. , Reininger, L. , et al. (2011) Global kinomic and phospho‐proteomic analyses of the human malaria parasite Plasmodium falciparum. Nat Commun 2: 565. [DOI] [PubMed] [Google Scholar]
- Southern, E. (2006) Southern blotting. Nat Protoc 1: 518–525. [DOI] [PubMed] [Google Scholar]
- Theron, M. , Hesketh, R.L. , Subramanian, S. , and Rayner, J.C. (2010) An adaptable two‐color flow cytometric assay to quantitate the invasion of erythrocytes by Plasmodium falciparum parasites. Cytometry A 77A: 1067–1074. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Trager, W. , and Jensen, J.B. (1976) Human malaria parasites in continuous culture. Science (New York, NY) 193: 673–675. [DOI] [PubMed] [Google Scholar]
- Treeck, M. , Sanders, J.L. , Elias, J.E. , and Boothroyd, J.C. (2011) The phosphoproteomes of Plasmodium falciparum and Toxoplasma gondii reveal unusual adaptations within and beyond the parasites' boundaries. Cell Host Microbe 10: 410–419. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Van Dooren, G.G. , Marti, M. , Tonkin, C.J. , Stimmler, L.M. , Cowman, A.F. , and McFadden, G.I. (2005) Development of the endoplasmic reticulum, mitochondrion and apicoplast during the asexual life cycle of Plasmodium falciparum. Mol Microbiol 57: 405–419. [DOI] [PubMed] [Google Scholar]
- Wetzel, J. , Herrmann, S. , Swapna, L.S. , Prusty, D. , Peter, A.T. , Kono, M. , et al. (2015) The role of palmitoylation for protein recruitment to the inner membrane complex of the malaria parasite. J Biol Chem 290: 1712–1728. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wilson, J.P. , Raghavan, A.S. , Yang, Y.Y. , Charron, G. , and Hang, H.C. (2010) Proteomic analysis of fatty‐acylated proteins in mammalian cells with chemical reporters reveals S‐acylation of histone H3 variants. Mol Cell Proteomics 10: M110.001198–M001110.001198. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Winzeler, E.A. (2008) Malaria research in the post‐genomic era. Nature 455: 751–756. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yanai, A. , Huang, K. , Kang, R. , Singaraja, R.R. , Arstikaitis, P. , Gan, L. , et al. (2006) Palmitoylation of huntingtin by HIP14is essential for its trafficking and function. Nat Neurosci 9: 824–831. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang, W. , Di Vizio, D. , Kirchner, M. , Steen, H. , and Freeman, M.R. (2010) Proteome scale characterization of human S‐acylated proteins in lipid raft‐enriched and non‐raft membranes. Mol Cell Proteomics 9: 54–70. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang, M.M. , Wu, P.Y. , Kelly, F.D. , Nurse, P. , and Hang, H.C. (2013) Quantitative control of protein S‐palmitoylation regulates meiotic entry in fission yeast. PLoS Biol 11: e1001597. [DOI] [PMC free article] [PubMed] [Google Scholar]
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