Abstract
Assigning function to orphan membrane transport proteins and prioritizing candidates for detailed biochemical characterization remain fundamental challenges and are particularly important for medically relevant pathogens, such as malaria parasites. Here we present a comprehensive genetic analysis of 35 orphan transport proteins of Plasmodium berghei during its life cycle in mice and Anopheles mosquitoes. Six genes, including four candidate aminophospholipid transporters, are refractory to gene deletion, indicative of essential functions. We generate and phenotypically characterize 29 mutant strains with deletions of individual transporter genes. Whereas seven genes appear to be dispensable under the experimental conditions tested, deletion of any of the 22 other genes leads to specific defects in life cycle progression in vivo and/or host transition. Our study provides growing support for a potential link between heavy metal homeostasis and host switching and reveals potential targets for rational design of new intervention strategies against malaria.
The functions of many putative membrane transport proteins of malaria parasites are unknown. Here, Kenthirapalan et al. use mutant strains carrying targeted gene deletions to study the functions of 35 such proteins during the life cycle of Plasmodium berghei in mosquito and mouse hosts.
Membrane transport proteins (MTP) transfer compounds across biological membranes and encompass diverse gene families, namely ion channels, ATP-dependent pumps and secondary active porters including those of the major facilitator superfamily. Together they play important physiological roles in, for example, nutrient uptake, disposal of waste products, shuttling of metabolites between organelles, and generation and maintenance of the electrochemical gradient. They critically determine safety and efficacy of drugs and are attractive therapeutic targets1. Accordingly, MTPs rank amongst the top five protein classes that are molecular targets of FDA-approved drugs2. Prominent examples in the WHO model list of essential medicines include ion channel blockers, for example, verapamil, and serotonin transporter (5-HTT) inhibitors, for example, fluoxetine3.
In contrast to bacteria, archaea and fungi, parasitic protozoa such as Trypanosoma brucei and the malaria parasite Plasmodium falciparum allocate only a small proportion of their genomes (2–3%) to membrane transport (Supplementary Fig. 1)4. P. falciparum encodes at least 122 MTPs5. Some MTPs play central roles during the pathogenic blood-stage proliferation of malaria parasites, for example, through the import of critical nutrients such as pantothenic acid6,7 and isoleucine8, or mediate drug resistance, most notably against chloroquine through the chloroquine resistance transporter9,10. However, functions of the vast majority of Plasmodium transport proteins are inferred from homology to genes from model organisms11. For 39 gene products, functional or subcellular localization predictions remain elusive, rendering them orphan MTPs5. We reasoned that due to their phylogenetic distance to host MTPs they constitute particularly attractive targets for novel targeted malaria intervention approaches.
A better and unbiased understanding of human and pathogen MTP gene function is central to pharmacogenomics and drug target validation12. Despite this research priority, few systematic experimental genetics studies of MTPs have been reported for any organism and merely in the context of genome-wide collections of gene deletion mutants in model organisms, such as Saccharomyces cerevisiae13,14. In the search for targets for novel prophylactic, therapeutic and transmission-blocking intervention strategies to fight malaria, we report here a broad characterization of the importance of orphan MTP orthologues during the complete life cycle of the murine malaria model parasite Plasmodium berghei by relatively fast and efficient experimental genetics approaches.
Results and Discussion
Enrichment of putative flippases in vital gene candidates
For three of the 39 P. falciparum orphan MTPs there is no rodent malaria parasite orthologue (Fig. 1a; Supplementary Table 1). In addition, GAP40 encodes a member of the glideosome motor complex15. As predicted, PbGAP40 is refractory to constitutive gene deletion (Supplementary Fig. 2). Of the remaining 35 P. berghei orphan MTPs, only six (17%) were refractory to repeated gene deletion attempts, using two complementary strategies (Fig. 2a,b)16,17, strongly indicating essential roles during asexual blood-stage growth (Figs 1b,c and 3). Corresponding gene deletion lines (mtp−) could not be generated, but we readily selected endogenously labelled mtp::tag lines (Fig. 1b). Live fluorescent imaging of intra-erythrocytic parasites revealed localization at the parasite–host interface (ATP2 and ATP8) or to intraparasitic structures and the surrounding membranes (ABCI3, ATP7, GCα and DMT2). Intriguingly, four essential genes encode signatures of aminophospholipid-transporting P4-type ATPases. These ATPases are restricted to eukaryotes and facilitate inward translocation of aminophospholipids thereby maintaining their asymmetrical enrichment at the membrane inner leaflet18. As lipid asymmetry is critical to normal cell functions, our data are consistent with a vital dependence of blood-stage malaria parasites on maintenance of lipid asymmetry. This potential vulnerability was previously unrecognized and might inform drug discovery programs.
Streamlined phenotyping of viable mtp − lines
For 29 target genes (81%), transfection, selection and isolation of isogenic mtp– lines were successful (Figs 1, 2, 3). We established a streamlined and standardized phenotypic screen (Fig. 2c), monitoring life cycle progression at four clearly defined checkpoints in the definitive host, female Anopheles mosquitoes, and the intermediate murine host. Following intravenous infection of outbred (NMRI) mice with 107 infected erythrocytes, parasitaemia (i) and male gamete exflagellation (ii) were quantified three days later. Anopheles stephensi mosquitoes were allowed to feed on these mice and salivary gland-associated sporozoites (iii) were enumerated at least three weeks later. Natural transmission (iv) was monitored after exposure of C57BL/6 mice to 25 mtp−-infected mosquitoes.
This screen identified only seven gene deletions with no apparent deficiency at any checkpoint, indicative of dispensable and/or redundant roles for parasite propagation and host switch (Figs 1c and 3; Supplementary Table 2). Ablation of nine MTP genes resulted in defects at a single stage or at multiple checkpoints. Despite the observed deficiencies, these mtp− lines completed the life cycle, illustrating that life cycle bottlenecks can be readily compensated by subsequent propagation phases in partly attenuated parasites. A selection of seven mutants exemplified how such an initial defect does not need to preclude subsequent normal development. Sporozoite numbers for the mfs6− and mfr2− strains are within the wild-type (WT) range despite severely reduced exflagellation rates, while five mutant lines that show reduced sporozoite numbers transmit normally. The remaining thirteen mtp− lines (36%) demonstrated a complete life cycle arrest abrogating transmission between mice.
Defects during asexual or sexual blood-stage development
We next determined the parasite multiplication rates (PMR) of the four parasite lines that showed the lowest mean parasitaemias in the phenotyping screen (Fig. 4a). Thus, we could rule out a growth defect for mfr2− but uncovered replication defects for zip1− (68% PMR), mfs6− (55% PMR) and mfr5− (36% PMR) parasites, resulting in swift out-competition by WT parasites. Growing at a third of the rate of WT blood-stage parasites, MFR5-deficient parasites are the slowest replicating mutants isolated to date and we independently confirmed this outcome (Supplementary Fig. 3).
We detected substantial reductions in male gamete exflagellation and ookinete formation for pat− and cdf− (Fig. 4b,c). As cdf−, but not pat−, parasites were capable of completing transmission (Fig. 3; Supplementary Table 2) PAT likely exerts additional roles following ookinete formation. Remarkably, zip1− was the only mutant that completely failed to form flagella and, thus, ookinetes and oocysts (Fig. 4b–d). In this mutant, gametocyte numbers were reduced by 80% (Fig. 4e) but most strikingly the male:female ratio was strongly skewed towards female production (Fig. 4f). CDF and ZIP1 might participate in the transport of heavy metal ions5,19. Our phenotyping, and the known role of a copper-transporting P1B1-type ATPase (CuTP) in gamete fertility20, underscore a possible central role for heavy metal homeostasis in malaria parasites fertility and, perhaps, the germ line of other eukaryotes.
Defects during mosquito-stage development
Over one third of the targeted MTP genes displayed a first defect in sporozoite colonization of the salivary glands (Figs 1c and 3, and Supplementary Table 2). These included four of six predicted channels (CTR1, MIT1, MIT2 and MSCS), highlighting their importance for the extracellular growth stage of the parasite. Five mtp− lines did not produce any salivary gland-associated sporozoites and two mutants failed to transmit following strongly reduced sporozoite production. In-depth phenotyping of three representative mutants (ctr1−, nt4− and mfr4−) showed normal midgut colonization but attenuation of oocyst development, resulting in either no sporozoites (mfr4−) or severely reduced sporozoite colonization of salivary glands (ctr1− and nt4−; Fig. 5).
Defects during liver-stage development
Only two mutants with normal sporozoite production, ctr2− and mfs6−, had a distinct defect during natural transmission (Figs 3 and 5b; Supplementary Table 2). The observed defect in natural transmission of ctr2− parasites (Fig. 6a) was alleviated by intravenous, but not subcutaneous, syringe delivery of sporozoites (Fig. 6b), and was largely independent of gliding motility (Fig. 6c) or liver-stage maturation (Fig. 6d,g). These findings indicate an important role for CTR2 in sporozoite transmission in vivo. The critical roles of an alternative zinc–iron permease (ZIPCO) during liver-stage development21, and of CTR1 and CTR2 described herein, support a link between heavy metal homeostasis and parasite–host switch. Furthermore, iron deprivation via hepcidin inhibits liver-stage growth22. Taken together, the growing evidence indicates that heavy metal homeostasis might become a useful molecular target for causal prophylactic strategies.
Genetically modified Plasmodium parasites that are unable to undergo liver-to-blood-stage conversion can be used to experimentally immunize mice resulting in sterile protection against future sporozoite challenge infections23. Broadly, these genetically arrested parasites fall into two distinct classes: (1) early arrested liver stages that fail to grow in cultured hepatoma cells and show a reduced liver load in vivo, and (2) late arrested parasites that initially grow normally but have a defect in liver-stage merozoite formation, correlating with a high liver load in infected mice. Only one of the mutant strains, mfs6−, fulfilled criteria for testing in a preclinical immunization/challenge protocol as a genetically arrested parasite vaccine. Fine analysis of the observed defect of mfs6− parasites in natural transmission revealed occasional (2 out of 9) delayed breakthrough blood infections only after high-dose inoculations with 10,000 mfs6− sporozoites (Fig. 6a). Numbers and sizes of liver-stage parasites in cultured hepatoma cells were not different from WT parasites (Fig. 6d,e), though a trend towards slightly reduced sizes in maturing stages was observed. Furthermore, we did not detect liver-stage merozoites in mfs6−-infected cell cultures. In contrast with late arresting liver-stage mutants, mfs6− liver load was largely reduced in vivo (Fig. 6f). Intriguingly, DNA staining revealed distorted nuclei displaying weak signals only (Fig. 6g; Supplementary Fig. 4), lending support to an apparent replication deficit. Therefore, infections with mfs6− parasites display defining signatures of late arrest (numbers and morphology) and early arrest (DNA content).
Immunizations with late arrested parasites elicit particularly potent and lasting protection24,25. To test the vaccine potential of mfs6− parasites, we immunized C57BL/6 mice with two low doses of 1,000 mfs6− sporozoites. The immunized mice displayed an average delay to blood infection of 1–2 days upon high-dose sporozoite challenge and one mouse was sterily protected from re-infection (Fig. 6h). Despite this promising result, additional bioengineering efforts, including generation of multiple gene deletions, are required before a late arresting genetically attenuated whole-parasite vaccine can be translated to P. falciparum parasites and potential clinical trials.
Concluding remarks
Classical reverse genetics and post-genomic approaches continue to provide increasing insights in the functioning of membrane transport proteins in the model yeast S. cerevisiae26. In the present study, we have presented a relatively rapid experimental system to uncover phenotypes and assign in vivo functions to a significant proportion (30%) of the Plasmodium transporters, which could not be inferred on the basis of motifs and sequence similarities with established unicellular model organisms. Such insights contribute to a better understanding of Plasmodium metabolism and host cell adaptation, which forms the basis for the rational development of innovative malaria intervention strategies. Our data show that MTPs, with the notable exception of ATP-dependent pumps, play a less prominent role than anticipated. Systematic target validation is a critical component of the anti-malarial drug and vaccine discovery process. This is exemplified herein by the prophylactic and transmission-blocking potential of targeting an MTP putatively involved in heavy metal homeostasis during malaria parasite–host switches; the vaccine potential of genetically arrested parasites that lack a parasite-specific MTP of the major facilitator superfamily; and the possibility for therapeutic intervention targeting putative aminophospholipid translocases.
Methods
Experimental animals
All animal work was conducted in accordance with the German ‘Tierschutzgesetz in der Fassung vom 18. Mai 2006 (BGBl. I S. 1207)', which implements the directive 86/609/EEC from the European Union and the European Convention for the protection of vertebrate animals used for experimental and other scientific purposes. The protocol was approved by the ethics committee of MPI-IB and the Berlin state authorities (LAGeSo Reg# G0469/09). We used 6-to-8 weeks old female mice from Charles River: C57BL/6 mice for sporozoite infections and NMRI mice for all other parasite infections.
Generation of mtp − and mtp::tag parasites
All recombinant parasite lines were generated in the P. berghei strain ANKA reference line cl15cy1 (ref. 27) through a gene replacement strategy via double crossover/ends-out homologous recombination (Fig. 2a). All sequences of the oligonucleotides with the restriction sites and approximate sizes can be found in Supplementary Table 3. Fragments of 400–650 bp in the 3′ flanking regions of the genes of interest were amplified by using the 3′ fragment forward and reverse primer combinations (3′MTP-F-AvrII and 3′MTP-R-KpnI). The 3′ fragments were cloned using the indicated restriction sites into the pBAT-SIL6 vector28, resulting in intermediate vectors (pMTP-IM). For completion of the gene deletion vectors (pMTP-KO), 400–650 bp fragments in the 5′ flanking regions of the target genes were amplified using the 5′ fragment forward and reverse primer combinations (5′MTP-F-SacII and 5′MTP-R-HpaI) and cloned into the pMTP-IM vectors from which the mCherry-3xMyc tag sequence was removed by restriction digestion with SacII and PvuII. For completion of the tagging vectors (pMTP-tag), 400–650 bp fragments at the carboxy-terminal (CT) ends of the coding sequences were amplified using the CT fragment forward and reverse primer combinations (CT-MTP-F-SacII and CT-MTP-R-HpaI) and cloned into the pMTP-IM vectors using SacII and HpaI resulting in in-frame fusions of the CT coding regions with the mCherry-3xMyc tag. All transfection plasmids were verified by commercial Sanger sequencing and linearized with the enzymes ScaI and SalI.
We transfected P. berghei strain ANKA with 5 μg linearized transfection plasmid DNA using standard procedures (Fig. 2b)27. In brief, blood of a mouse infected with WT parasites is harvested by cardiac puncture and cultured overnight. Following maturation, the parasites fail to egress and arrest at the schizont stage. These schizonts are purified and transfected with the targeting constructs. Transfected merozoites are injected intravenously into a naïve mouse. Administration of pyrimethamine in the drinking water favours the growth of successfully modified parasites, which now also express a fluorescent protein. When the parasitaemia is 0.1–1.0% (typically 7–9 days after transfection), 50 mutant parasites are isolated by flow cytometry and transferred to a naïve mouse17. Eight to ten days after injection, the isogenic parasite line can be harvested, stored or transferred and tested.
When three repeated gene deletion attempts were unsuccessful, refractoriness of the genes was confirmed using the available, corresponding PlasmoGEM vectors (GAP40, PbG01-2401a08; ABCI3, PbG01-2370b05; ATP2, PbG01-2339e11; GCα, PbG01-2474g01)16. These independent transfection vectors harbour significantly longer homology arms and integrate more efficiently providing a further, more stringent test for essentiality. Accessibility of the locus for genetic manipulation was confirmed using the pMTP-tag vectors.
Correct integration of the transfection vectors in the isogenic parasite lines and absence of contaminating WT parasites was verified by genotyping PCR (Figs 2a and 3; Supplementary Table 3). In general, for each target gene two primer combinations for genotyping purposes were designed just outside the regions used for homologous recombination, one flanking the 5′ fragment (5′MTP-F and 5′MTP-R) and one spanning both the CT- and 3′ fragments (3′MTP-F and 3′MTP-R). To confirm the predicted integration events, the gene-specific primers were combined with generic pBAT-SIL6-specific primers (5′HSP70rev for 5′ integration in mtp− lines, mCherryRev for 5′ integration in mtp::tag lines, and 5′DHFRrev for 3′ integration in both).
Standardized phenotyping screen
To facilitate a comprehensive phenotypic profiling of the large number of recombinant mtp− parasite lines, we standardized our life cycle progression analysis to maximize functional read-outs over invested time and resources, particularly with regard to the number of experimental animals required. Figure 2c provides a schematic of this protocol, which starts with the intravenous injection of 107 blood-stage parasites into naïve NMRI mice. Three days later, blood-stage parasitaemia was counted by microscopic examination of Giemsa-stained thin blood films and male gamete exflagellation rates were determined as described below. For transmission, 25 female naïve A. stephensi Sind-Kasur strain mosquitoes29 were placed into a single cup, starved for at least 8 h, and fed on a mtp−-infected mouse for 30 min. After 21 days, infected mosquitoes were starved for at least 8 h and fed on naïve C57BL/6 mice. From 3 to 15 days after the infectious mosquito bites, blood-stage infection was monitored by microscopic examination of Giemsa-stained thin blood films. At 24–27 days after the mosquito blood meal, salivary gland-associated sporozoites were isolated and quantified.
Blood-stage development and live fluorescence imaging
Blood-stage development of selected mtp− lines was analysed using a flow cytometry-based intravital competition assay, growing recombinant parasite lines in competition with a strongly fluorescent reference strain (Beryellow or Berred) within a single mouse30. Data from the exponential growth phase, that is, with parasitaemia <1%, fitted a linear regression well (r2≥0.99) and allowed the calculation of the PMR from the slopes. For live protein localization, a drop of tail blood from an infected mouse was mixed with 200 μl pre-warmed RPMI 1640 complemented with 0.2 μl of the DNA-dye Hoechst 33342 (Invitrogen) and distributed onto poly-L-lysine coated cover slips. Cells were allowed to settle for 5 min at 37 °C. Next, cover slips were washed three times with pre-warmed RPMI, inverted and sealed. Images were recorded on a Zeiss AxioObserver Z1 epifluorescence microscope, equipped with a Zeiss AxioCam MRm camera, and processed minimally with Fiji31.
Sexual blood-stage development and ookinete cultures
Detailed analyses of sexual development was largely performed as described20. Mice were infected with 107 blood-stage parasites. After 3 days, gametocyte conversion rates and male:female gametocyte ratios were determined by microscopic examination of Giemsa-stained thin blood films. For exflagellation analysis, 5 μl of tail blood was mixed immediately with 125 μl RPMI 1640 complemented with 50 μM xanthurenic acid, that was pre-warmed at 20 °C. Immediately, 10 μl cell suspension was transferred into a Neubauer chamber and incubated at 20 °C. Exflagellation centres were quantified by microscopic observation at 400 × magnification from 12 to 18 min. Finally, mice were bled by heart puncture and 1 ml blood was transferred immediately into a small cell culture flask containing 10 ml complete ookinete medium (RPMI 1640 with L-glutamine and 25 mM HEPES supplemented with 100 mM sodium bicarbonate, 125 U ml−1 penicillin/streptomycin, 10% fetal calf serum and 50 μM xanthurenic acid, pH 8.0). After 18–24 h incubation at 20 °C and 80% humidity, the ookinete culture was centrifuged in a 50 ml reaction tube for 8 min at 1,800 r.p.m. (560g) without brake. The pellet was resuspended with freshly prepared cold 0.17 M ammonium chloride solution and incubated for 10–15 min on ice. Ookinetes were collected by centrifugation at 4 °C and 2,100 r.p.m. (760g) for 15 min. The pellet was transferred into a 2 ml reaction tube and washed twice with PBS. The enriched ookinete suspension was then diluted appropriately, 10 μl of it transferred into a Neubauer chamber and quantified by microscopic examination at 400 × magnification.
Mosquito-stage development and live fluorescence imaging
A. stephensi mosquitoes were raised in a 14 h light/10 h dark cycle at 75% humidity using standard techniques32. Uninfected and infected mosquitoes were kept at 28 and 20 °C, respectively. Midgut sporozoites were isolated and quantified 14 days after the mosquito blood meal. Salivary gland-associated sporozoites were isolated and quantified between day 18 and 30 following the start of the mosquito infection. To visualize mosquito-stage development, midguts were isolated in RPMI 1640 supplemented with 2% BSA at 10, 14, 18 and 25 days after the mosquito blood meal. Mosquito midguts were placed on a glass slide and images recorded immediately using a Leica DMR epifluorescence microscope with 40 × and 100 × objectives.
Gliding motility assay
Glass slides with distinct wells were coated with 3% BSA in RPMI at 37 °C for 20 min. Overall 10,000 sporozoites in RPMI/3% BSA were added onto each well. Samples were placed at 37 °C in a humid chamber to allow sporozoites to settle and glide for 45 min. The parasites were fixed with 4% PFA for 15 min. Parasites and their trails were stained with anti-CSP antiserum (1:500 dilution—kindly provided by K. Müller, MPI-IB, Berlin). Primary antibodies were detected by fluorescently labelled secondary goat anti-mouse IgG Alexa Fluor 488 conjugated antibodies (1:1,000 dilution, Invitrogen). Sporozoites with trails that extended longer than one circle were scored as gliding. Data were obtained in three independent assays using salivary gland-associated sporozoites isolated from mosquitoes that were fed simultaneously.
Transmissions to mice and quantification of liver loads
For natural transmission, infected mosquitoes were starved for at least 8 h before feeding on anesthetized naïve C57BL/6 mice. For intravenous and subcutaneous injections in C57BL/6 mice, the desired numbers of sporozoites, typically 10,000, were isolated from infected mosquito salivary glands and injected in a volume of 100 μl into the tail vein or a skin fold on the back. To quantify the relative parasite liver infection load, 10,000 sporozoites were injected intravenously into C57BL/6 mice. After 44 h, the mice were sacrificed, RNA was isolated from infected livers, and transcribed into cDNA as described previously33. Quantitative real time PCR was performed on WT and mutant cDNA by using primers specific for P. berghei 18S rRNA and mouse glyceraldehyde-3-phosphate dehydrogenase (GAPDH)33. The mRNA level of P. berghei 18S rRNA was calculated relative to the mouse GAPDH levels.
In vitro liver-stage growth and immunofluorescence imaging
To study liver-stage development, in vitro cultured human hepatoma (Huh7) cells34 were infected with 10,000 sporozoites using standard techniques as described previously25. After 24, 48 or 70 h, liver-stage parasites were fixed and permeabilized with ice-cold methanol and stained with the DNA-dye Hoechst 33342 (Invitrogen), rabbit anti-UIS4 antibodies (1:500 dilution35), and mouse anti-HSP70 antibodies (1:300 dilution36). Primary antibodies were detected by fluorescently labelled goat anti-mouse/rabbit IgG Alexa Fluor 488/546 conjugated antibodies (1:1,000 dilution, Invitrogen). Liver-stage parasites were counted and images recorded on a Zeiss AxioObserver Z1 epifluorescence microscope, equipped with a Zeiss AxioCam MRm camera, and processed minimally with Fiji31.
Immunizations with mfs6 − sporozoites
C57BL/6 mice were immunized with two doses of 1,000 or 10,000 mfs6− sporozoites by intravenous injection at a 9-day interval. Mice that remained parasite-free were challenged three weeks after the final immunization with 10,000 WT sporozoites. Blood-stage infection was monitored daily from days 3–15 after infection by microscopic examination of Giemsa-stained thin blood films.
Additional information
How to cite this article: Kenthirapalan, S. et al. Functional profiles of orphan membrane transporters in the life cycle of the malaria parasite. Nat. Commun. 7:10519 doi: 10.1038/ncomms10519 (2016).
Supplementary Material
Acknowledgments
We thank January Weiner for conceptualizing and creating the Sankey diagram, Josefine Dunst for assistance with the generation of the transfection vectors, Carolin Rauch and Manuel Rauch for general technical support, and Katja Müller for providing the anti-CSP antiserum. We thank the assistance of the flow cytometry core facility at the Deutsches Rheuma-Forschungszentrum (Berlin) on flow cytometry-assisted cell sorting. This work was supported by the Max Planck Society and the European Commission through the EviMalar program. A.P.W. is a Wellcome Trust Principal Research Fellow (Ref. 083811/Z/07/Z). T.W.A.K. is supported by the Netherlands Organisation for Scientific Research (NWO-VIDI 864.13.009).
Footnotes
Author contributions A.P.W., K.M. and T.W.A.K. conceived and designed the experimental work. S.K. and T.W.A.K. performed the experimental work. S.K., A.P.W., K.M. and T.W.A.K. analysed the data. T.W.A.K. wrote the manuscript. All authors commented on the manuscript.
References
- International Transporter Consortium. et al. Membrane transporters in drug development. Nat. Rev. Drug. Discov. 9, 215–236 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Overington J. P., Al-Lazikani B. & Hopkins A. L. How many drug targets are there? Nat. Rev. Drug. Discov. 5, 993–996 (2006). [DOI] [PubMed] [Google Scholar]
- World Health Organization. WHO model list of essential medicines. 1–55 (2015). http://www.who.int/medicines/publications/essentialmedicines/en/.
- Ren Q., Chen K. & Paulsen I. T. TransportDB: a comprehensive database resource for cytoplasmic membrane transport systems and outer membrane channels. Nucleic Acids Res. 35, D274–D279 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Martin R. E., Ginsburg H. & Kirk K. Membrane transport proteins of the malaria parasite. Mol. Microbiol. 74, 519–528 (2009). [DOI] [PubMed] [Google Scholar]
- Saliba K. J., Horner H. A. & Kirk K. Transport and metabolism of the essential vitamin pantothenic acid in human erythrocytes infected with the malaria parasite Plasmodium falciparum. J. Biol. Chem. 273, 10190–10195 (1998). [DOI] [PubMed] [Google Scholar]
- Augagneur Y. et al. Identification and functional analysis of the primary pantothenate transporter, PfPAT, of the human malaria parasite Plasmodium falciparum. J. Biol. Chem. 288, 20558–20567 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Martin R. E. & Kirk K. Transport of the essential nutrient isoleucine in human erythrocytes infected with the malaria parasite Plasmodium falciparum. Blood 109, 2217–2224 (2007). [DOI] [PubMed] [Google Scholar]
- Fidock D. A. et al. Mutations in the P. falciparum digestive vacuole transmembrane protein PfCRT and evidence for their role in chloroquine resistance. Mol. Cell 6, 861–871 (2000). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Martin R. E. et al. Chloroquine transport via the malaria parasite's chloroquine resistance transporter. Science 325, 1680–1682 (2009). [DOI] [PubMed] [Google Scholar]
- Martin R. E., Henry R. I., Abbey J. L., Clements J. D. & Kirk K. The ‘permeome' of the malaria parasite: an overview of the membrane transport proteins of Plasmodium falciparum. Genome Biol. 6, R26 (2005). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Evans W. E. & Relling M. V. Pharmacogenomics: translating functional genomics into rational therapeutics. Science 286, 487–491 (1999). [DOI] [PubMed] [Google Scholar]
- Winzeler E. A. et al. Functional characterization of the S. cerevisiae genome by gene deletion and parallel analysis. Science 285, 901–906 (1999). [DOI] [PubMed] [Google Scholar]
- Giaever G. et al. Functional profiling of the Saccharomyces cerevisiae genome. Nature 418, 387–391 (2002). [DOI] [PubMed] [Google Scholar]
- Frénal K. et al. Functional dissection of the apicomplexan glideosome molecular architecture. Cell Host. Microbe 8, 343–357 (2010). [DOI] [PubMed] [Google Scholar]
- Pfander C. et al. A scalable pipeline for highly effective genetic modification of a malaria parasite. Nat. Methods 8, 1078–1082 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kenthirapalan S., Waters A. P., Matuschewski K. & Kooij T. W. A. Flow cytometry-assisted rapid isolation of recombinant Plasmodium berghei parasites exemplified by functional analysis of aquaglyceroporin. Int. J. Parasitol. 42, 1185–1192 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Panatala R., Hennrich H. & Holthuis J. C. M. Inner workings and biological impact of phospholipid flippases. J. Cell Sci. 128, 2021–2032 (2015). [DOI] [PubMed] [Google Scholar]
- Marvin R. G. et al. Fluxes in ‘free' and total zinc are essential for progression of intraerythrocytic stages of Plasmodium falciparum. Chem. Biol. 19, 731–741 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kenthirapalan S., Waters A. P., Matuschewski K. & Kooij T. W. A. Copper-transporting ATPase is important for malaria parasite fertility. Mol. Microbiol. 91, 315–325 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sahu T. et al. ZIPCO, a putative metal ion transporter, is crucial for Plasmodium liver-stage development. EMBO Mol. Med. 6, 1387–1397 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Portugal S. et al. Host-mediated regulation of superinfection in malaria. Nat. Med. 17, 732–737 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mueller A.-K., Labaied M., Kappe S. H. I. & Matuschewski K. Genetically modified Plasmodium parasites as a protective experimental malaria vaccine. Nature 433, 164–167 (2005). [DOI] [PubMed] [Google Scholar]
- Butler N. S. et al. Superior antimalarial immunity after vaccination with late liver stage-arresting genetically attenuated parasites. Cell Host. Microbe 9, 451–462 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Haussig J. M., Matuschewski K. & Kooij T. W. A. Inactivation of a Plasmodium apicoplast protein attenuates formation of liver merozoites. Mol. Microbiol. 81, 1511–1525 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Van Belle D. & André B. A genomic view of yeast membrane transporters. Curr. Opin. Cell Biol. 13, 389–398 (2001). [DOI] [PubMed] [Google Scholar]
- Janse C. et al. High efficiency transfection of Plasmodium berghei facilitates novel selection procedures. Mol. Biochem. Parasitol. 145, 60–70 (2006). [DOI] [PubMed] [Google Scholar]
- Kooij T. W. A., Rauch M. M. & Matuschewski K. Expansion of experimental genetics approaches for Plasmodium berghei with versatile transfection vectors. Mol. Biochem. Parasitol. 185, 19–26 (2012). [DOI] [PubMed] [Google Scholar]
- Feldmann A. M. & Ponnudurai T. Selection of Anopheles stephensi for refractoriness and susceptibility to Plasmodium falciparum. Med. Vet. Entomol. 3, 41–52 (1989). [DOI] [PubMed] [Google Scholar]
- Matz J. M., Matuschewski K. & Kooij T. W. A. Two putative protein export regulators promote Plasmodium blood stage development in vivo. Mol. Biochem. Parasitol. 191, 44–52 (2013). [DOI] [PubMed] [Google Scholar]
- Schindelin J. et al. Fiji: an open-source platform for biological-image analysis. Nat. Methods 9, 676–682 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vanderberg J. P. Development of infectivity by the Plasmodium berghei sporozoite. J. Parasitol. 61, 43–50 (1975). [PubMed] [Google Scholar]
- Friesen J. et al. Natural immunization against malaria: causal prophylaxis with antibiotics. Sci. Transl. Med. 2, 40ra49 (2010). [DOI] [PubMed] [Google Scholar]
- Nakabayashi H., Taketa K., Miyano K., Yamane T. & Sato J. Growth of human hepatoma cells lines with differentiated functions in chemically defined medium. Cancer Res. 42, 3858–3863 (1982). [PubMed] [Google Scholar]
- Montagna G. N. et al. Antigen export during liver infection of the malaria parasite augments protective immunity. mBio 5, e01321 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tsuji M., Mattei D., Nussenzweig R. S., Eichinger D. & Zavala F. Demonstration of heat-shock protein 70 in the sporozoite stage of malaria parasites. Parasitol. Res. 80, 16–21 (1994). [DOI] [PubMed] [Google Scholar]
- Matz J. M. & Kooij T. W. A. Towards genome-wide experimental genetics in the in vivo malaria model parasite Plasmodium berghei. Pathog. Glob. Health 109, 46–60 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Otto T. D. et al. A comprehensive evaluation of rodent malaria parasite genomes and gene expression. BMC Biol. 12, 86 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tarun A. S. et al. A combined transcriptome and proteome survey of malaria parasite liver stages. Proc. Natl Acad. Sci. USA 105, 305–310 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhou Y. et al. Evidence-based annotation of the malaria parasite's genome using comparative expression profiling. PLoS ONE 3, e1570 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.