Abstract
Plasmodium species are frequently host-specific, but little is currently known about the molecular factors restricting host switching. This is particularly relevant for P. falciparum, the only known human-infective species of the Laverania sub-genus, all other members of which infect African apes. Here we show that all tested P. falciparum isolates contain an inactivating mutation in an erythrocyte invasion associated gene, PfEBA165, the homologues of which are intact in all ape-infective Laverania species. Recombinant EBA165 proteins only bind ape, not human, erythrocytes, and this specificity is due to differences in erythrocyte surface sialic acids. Correction of PfEBA165 inactivating mutations by genome editing yields viable parasites, but is associated with down regulation of both PfEBA165 and an adjacent invasion ligand, which suggests that PfEBA165 expression is incompatible with parasite growth in human erythrocytes. Pseudogenization of PfEBA165 may represent a key step in the emergence and evolution of P. falciparum.
Subject terms: Parasite biology, Parasite evolution, Malaria
Here, Proto et al. show that human infective Plasmodium falciparum isolates contain an inactivating mutation in the erythrocyte invasion associated gene PfEBA165, while homologues of ape-infective Laverania species are intact, and that expression of intact PfEBA165 is incompatible with parasite growth in human erythrocytes.
Introduction
Plasmodium falciparum emerged from a group of seven Plasmodium species that infect African apes, collectively referred to as the Laverania sub-genus1–3. The closest extant relative of P. falciparum is P. praefalciparum, a parasite that infects western lowland gorillas. All existing P. falciparum strains form a monophyletic clade within the P. praefalciparum radiation4, suggesting that the jump to humans may have happened only once1. There is currently no evidence that ape Laverania species infect humans, even among populations living in close proximity to wild apes5–7. Laverania species appear to be largely ape species-specific, even when their hosts are sympatric8, although in captivity these restrictions are not absolute9. This host specificity is in contrast to other primate-infective Plasmodium species such as P. knowlesi, which transitions readily between rhesus macaques and humans10. The cause(s) of Laverania host specificity are currently unknown but are important to understand, given that the breaching of such a host barrier led to the establishment of P. falciparum as a human parasite.
Plasmodium host specificity could be the result of incompatibilities at the vector-host, vector-parasite and/or host-parasite interfaces. Of these, host-parasite interactions, particularly during Plasmodium blood stages, have been most strongly implicated in Laverania species-specificity to date. Laverania core genomes are generally highly conserved, but multiple genes involved in erythrocyte invasion have been gained and lost between Laverania species4,11, and in one case horizontal gene transfer has moved two essential erythrocyte invasion genes into an ancestor of P. falciparum12. One of these, PfRH5, has been under adaptive evolution during the diversification of the Laverania13, and binds to its receptor Basigin in a host-specific manner14.
PfRH5 is unlikely to be the only factor restricting Laverania blood stage interactions, as erythrocyte invasion is a complex process involving multiple receptor-ligand interactions15. The multi-gene erythrocyte binding-like (EBL) family plays a central role in this process, and three EBL ligands are known to recognise glycophorins, the major erythrocyte surface sialoglycoproteins – PfEBA175 recognises Glycophorin A16, PfEBA140 recognises Glycophorin C17,18, and PfEBL1 recognises Glycophorin B19. The role of other EBLs is less well understood and one, PfEBA165, does not appear to play any active role in invasion because the gene encoding it, PfEBA165, is a transcribed pseudogene in the reference P. falciparum 3D7 genome20. Interestingly, the inactivating frameshift found in PfEBA165 in the 3D7 genome, as well as the genomes of several other lab isolates, is absent in the chimpanzee parasite P. reichenowi21 as well as other Laverania species4,11,12 raising the possibility that inactivation of PfEBA165 played a role in the successful colonization of humans by P. falciparum.
Here we use a combination of sequencing, protein expression, and red blood cell engineering to show that selective sialic-acid binding of EBA165 is a key determinant of host-specific erythrocyte binding. In addition, we find that CRISPR-Cas9 mediated correction of the inactivating PfEBA165 mutations in P. falciparum silences expression of both PfEBA165 and other genomic regions, suggesting that expression of functional PfEBA165 is not compatible with efficient growth of P. falciparum in human erythroyctes. Together, these data suggest that inactivation of PfEBA165 may have been important in the emergence of P. falciparum as a human pathogen, and has broader implications for the role of invasion ligand changes in the ability of Laverania parasites to transmit between, and adapt to, new hosts.
Results
EBA165 frameshifts are restricted to human-infective parasites
All P. falciparum EBL proteins have a conserved structure, with a signal sequence and large ectodomain encoding two erythrocyte binding domains, followed by a transmembrane domain and short cytoplasmic domain (Fig. 1a). Two frameshifts within PfEBA165 were identified in the reference P. falciparum 3D7 strain20, with the 5′ most frameshift occurring immediately downstream of the signal sequence, and the 3′ frameshift occurring within the F1 domain (Fig. 1a). Analysis of PfEBA165 in other lab strains showed the 5′ frameshift, which truncates the transcript before the erythrocyte binding domains, was conserved, while the 3′ frameshift appeared restricted to 3D720,21. To establish the global frequency of these frameshifts we analysed PfEBA165 sequences from 2517 P. falciparum clinical isolates using data from the Pf3k project (https://www.malariagen.net/projects/pf3k). The 3′ frameshift present in 3D7 was found to occur in only one other isolate, whereas all 2517 isolates, collected from across Africa, Asia, Oceania and South America, contained the identical 5′ frameshift. All P. falciparum strains therefore appear to lack an intact PfEBA165 gene.
By contrast the genome of the closest living relative of P. falciparum, the gorilla-infective parasite P. praefalciparum, encodes a complete PfEBA165 open reading frame, as do all of the five other ape Laverania parasites that have been whole genome sequenced to date4,11,12. To provide further evidence that inactivation of EBA165 is P. falciparum-specific, we examined the frameshift containing region in additional ape Laverania samples. Using single template PCR to amplify a ~800 bp fragment from ape faecal samples collected in the wild, we identified 78 distinct EBA165 haplotypes representing all seven ape Laverania species, including the recently discovered bonobo parasite P. lomamiensis3. None of these contained the P. falciparum-specific frameshift, or any other inactivating mutation within the amplified region (Fig. 1b and Supplementary Fig. 1).
Laverania EBA165 selectively binds chimpanzee erythrocytes
Given an intact EBA165 open reading frame is only found in ape-infective Laverania species, we hypothesized that the encoded protein performs an ape-specific function during erythrocyte invasion. To test this we expressed the full-length ectodomain of P. reichenowi EBA165 (PrEBA165) as a recombinant protein, as well as a corrected version of PfEBA165, representing the P. falciparum sequence as it would be translated if no frameshift was present. Monomeric PrEBA165 and PfEBA165 expressed as soluble recombinant proteins of the expected size in HEK293E cells, as detected by immunoblot (Fig. 2a). PfEBA175, which we have previously shown to be functionally active when expressed in this system22, was used as a positive control. Biotinylated monomeric recombinant proteins were immobilised on streptavidin-coated Nile Red fluorescent beads and incubated with either human or chimpanzee erythrocytes. After washing, the binding of protein loaded beads to erythrocytes was detected by flow cytometry (Fig. 2b). As expected, PfEBA175 bound both human and chimpanzee erythrocytes (Fig. 2c), and binding was eliminated by treatment with neuraminidase (dashed line, Fig. 2c), which enzymatically removes sialic acids from the erythrocyte surface, and is known to eliminate interaction between PfEBA175 and GYPA16. Both PrEBA165 and PfEBA165 bound to chimpanzee erythrocytes and their binding was also eliminated by neuramindase treatment, suggesting that like PfEBA175, binding of EBA165 proteins is sialic-acid dependent. By contrast, neither PrEBA165 nor the corrected PfEBA165 proteins were able to bind to human erythrocytes, suggesting that they can only recognise chimpanzee erythrocytes.
Erythrocyte surface sialic acids dictate host specificity
Given that binding of PrEBA165 and PfEBA165 was sialic-acid dependent, we investigated their binding preferences for sialic-acid variants, which are known to differ between humans and other apes. The CMAH gene that encodes the enzyme that converts N-acetylneuraminic acid (Neu5Ac) to N-glycolylneuraminic acid (Neu5Gc) was disrupted during the evolution of modern humans23. Human sialoglycoproteins therefore contain only Neu5Ac, while ape sialoglycoproteins contain both Neu5Gc and Neu5Ac, with Neu5Gc representing approximately 75% of the sialic-acid presented on the surface of chimpanzee erythrocytes24. PrEBA165, PfEBA165 and PfEBA175 were expressed as pentamers, to increase binding avidity, and tagged with β-lactamase to enable detection. Consistent with previous findings22,25 PfEBA175 was able to bind to a range of sialic-acid containing glycans, including both Neu5Gc and Neu5Ac sialic-acid variants (Fig. 3a; full glycan panel shown in Supplementary Fig. 2). By contrast, both PrEBA165 and the corrected PfEBA165 bound only to glycans containing Neu5Gc sialic acids (Fig. 3a; full glycan panel shown in Supplementary Fig. 2), mirroring their specificity for ape erythrocytes.
To test whether sialic-acid variants are the sole determinant of host-specific erythrocyte binding, we expressed CMAH in human haematopoeitic stem cells (HSCs), then differentiated them to produce cultured human red blood cells (cRBCs) that have Neu5Gc containing sialoglycoproteins on their surface26. cRBCs differentiated from human HSCs transduced with a lentiviral vector containing chimpanzee CMAH, or an empty vector control (pLVX), had no detectable differences in their surface levels of a range of erythrocyte receptors used by P. falciparum for erythrocyte invasion (Glycophorin A, Glycophorin C and Basigin; Supplementary Fig. 3). Expression of CMAH also had no effect on PfEBA175 binding (Fig. 3b), which as shown above is able to bind both human and ape erythrocytes, and to Neu5Ac and Neu5Gc containing sialic acids. By contrast, expression of CMAH had a radical effect on PrEBA165 and PfEBA165 binding. Both were unable to bind to control cRBCs (pLVX, Fig. 3b), just as they had been unable to bind to mature human erythrocytes taken from circulation. However, both PrEBA165 and PfEBA165 could bind cRBCs differentiated from CMAH expressing HSCs, which differed only in the sialic-acid variant that was expressed on the red blood cell surface. PrEBA165 and the corrected PfEBA165 are therefore unable to bind human erythrocytes solely because of the absence of ape-specific Neu5Gc sialic acids.
Correcting PfEBA165 frameshifts eliminates gene expression
The ape-specific binding of corrected PfEBA165 suggests that its activity would not have been needed after the transition of ancestral P. falciparum parasites to humans. This would in turn have removed any selection pressure against acquiring inactivating frameshift mutations in PfEBA165, such as the one seen in all currently circulating P. falciparum parasites. To reverse this process we used CRISPR-Cas9 genome editing to correct the frameshift mutations. To allow modification of frameshifts singly or together, we used two separate sgRNAs and two linear PCR products that were engineered to correct either the 5′ or 3′ frameshift (Fig. 4a); transfection together yielded strains with both frameshifts corrected (C10 and D3), while transfection of only one yielded a strain with the 3′ frameshift corrected, but the 5′ frameshift intact (YB4). The presence of the engineered mutations was confirmed by PCR and Sanger sequencing (Fig. 4b). Whole-genome sequencing identified only three other non-synonymous SNPs in the edited lines relative to the parental line, which may have arisen during mitotic replication. None of the single and double-edited strains had any apparent growth defect under standard in vitro conditions, or in competitive growth assays (Supplementary Fig. 4A). Invasion phenotypes were explored using enzymes to remove subsets of erythrocyte receptors, which can reveal subtle changes in invasion pathway usage27–29. A trend of reduced invasion was observed for the double-edited lines when human (Supplementary Fig 4B) and chimpanzee (Supplementary Fig 4C) erythrocytes were pretreated with neuramidase. Neuraminidase selectively removes extracellular sialic acids, suggesting that these lines have an increased reliance on sialic-acid dependent-invasion pathways. The other enzyme treatments tested did not affect invasion rates (Supplementary Fig. 4D).
Given the lack of a strong phenotype in any of the invasion assays, we used qRT-PCR to investigate whether frameshift correction had affected PfEBA165 transcript levels (Fig. 4c). Clone YB4, where only the 3′ frameshift had been repaired, expressed similar levels of PfEBA165 to the wild-type 3D7 control. By contrast, the two double-edited clones had negligible levels of PfEBA165 transcript, suggesting that PfEBA165 was specifically down-regulated when both frameshift mutations were reversed. To establish whether this downregulation was specific to PfEBA165, we performed strand-specific RNAseq. Differential expression analysis identified a total of 444 differentially expressed genes between 3D7 and C10, and 2202 between 3D7 and D3, however the number of genes with large log2 fold-changes was considerably smaller (36 and 359, respectively). Once known clonally-variant genes were removed, only a handful of significantly differentially expressed genes remained (Fig. 5a). Interestingly, these genes were located in two large regions (~43 kb and 23 kb, respectively) on chromosomes 4 and 11 (Supplementary Table 1). The large downregulated region on chromosome 4 spans several genes, including PfEBA165 and another invasion gene PfRH4, along with six additional genes downstream of PfEBA165 (Fig. 5b). PfEBA165 had log2FCs of ~−2.2 in both clones compared to 3D7, consistent with the qRT-PCR data. The three most tightly down-regulated genes in both clones, sporozoite and liver stage asparagine-rich protein (SLARP, Pf3D7_1147000), a putative dynein light chain, (Pf3D7_1147100), and a putative tubulin tyrosine ligase (Pf3D7_1147200), are all located within a 23 kb region on chromosome 11 (Fig. 5c). PfEBA165 frameshift editing therefore appeared to be accompanied by relatively large epigenetic silencing events, including downregulation of PfEBA165 transcription.
Discussion
In this work we show that PfEBA165 is a pseudogene in all circulating P. falciparum parasites, but the homologous gene is intact in all ape Laverania species. Recombinant Laverania EBA165 ectodomains bind specifically to chimpanzee but not human erythrocytes, and this binding specificity is due to differences between the sialic-acid repertoire of human and ape erythrocytes. The human genome contains an insertion in the CMAH gene, resulting in the production of only Neu5Ac sialic acids, whereas apes contain predominantly Neu5Gc23. Sialic acids are a common component of cell surface glycans, particularly on erythrocytes where they decorate sialoglycoproteins such as Glycophorin A, which is present in ~1 × 10^6 copies on every erythrocyte30. This change in sialic-acid composition between humans and apes has been implicated in a wide range of pathogen binding specificities, including recognition of macaque erythrocytes by P. knowlesi26. In the case of both PfEBA165 and PrEBA165 the binding specificity for Neu5Gc is absolute, as we show that adding a functional CMAH is all that is required to allow binding of these proteins to human erythrocytes.
Given that the ape Laverania EBA165 proteins tested bind exclusively to an ape-specific sialic-acid (Neu5Gc), there appears to be no requirement for P. falciparum to produce a functional PfEBA165 protein. However, it is striking that >2500 clinical isolates sequenced to date all contain exactly the same inactivating mutation within PfEBA165, suggesting that this mutation was either present in the gorilla precursor to P. falciparum, or was acquired very early during the emergence of P. falciparum and selected to fixation. Using CRISPR-Cas9 genome editing to engineer a correction of the frameshift mutations in P. falciparum parasites led to an extreme downregulation of PfEBA165 gene transcription, as well as a broader effect on genes in the vicinity such as PfRH4. Silencing of EBA165 is consistent with previous studies indicating epigenetic control of invasion ligands, as P. falciparum differentially employs a suite of interchangeable ligands31,32. PfEBA165 and PfRH4 are known to share a bidirectional promoter, with co-regulation of PfEBA165 and PfRH4 observed in both lab33 and clinical isolates34,35. PfRH4 binds Complement Receptor 1 and represents an important sialic-acid independent invasion pathway for P. falciparum36,37. The observed downregulation of PfRH4 in the double-edited strains is likely to be responsible for the observed change in erythrocyte invasion pathway towards sialic acids dependent-invasion, perhaps through increased reliance on EBA175. The significant role of RH4 in invasion suggests that downregulation of this locus may have a cost in natural infection, and that even in vitro P. falciparum goes to considerable lengths to avoid expressing intact PfEBA165. Together, these observations indicate that expression of functional PfEBA165 protein is incompatible with successful growth of P. falciparum in human erythrocytes.
While this is an intriguing hypothesis, it was not possible to confirm. Multiple attempts to conditionally express an intact PfEBA165 gene episomally were not successful, perhaps due to leakiness in conditional systems. No other Laverania parasites have been adapted to in vitro culture, so the complementary experiment of introducing an EBA165 inactivating mutation into an ape Laverania genome is not possible. Finally, using cRBCs expressing CMAH to select for EBA165-expressing P. falciparum transfectants is also not possible, in this case due to technical limitations. While CMAH cRBCs can be produced at a small scale for single cycle invasion or growth assays such as those performed here, it is not currently possible to produce these cRBCs at a sufficient scale to support long-term cell culture experiments such as P. falciparum transfection or selection.
Given the clear ape-specificity of Laverania EBA165 binding, and our inability to express functional PfEBA165 in P. falciparum parasites, it is interesting to speculate whether inactivation of PfEBA165 might have been required for the ancestor of P. falciparum to successfully colonise humans. How might gene inactivation promote species transition? PfEBA165 belongs to a group of invasion ligands, the EBLs, which along with another multi-gene family of invasion ligands, the RBLs, are thought to play partially overlapping functions during invasion38. Deletion of one gene within these families often shifts the invasion process so that it relies on pathways encoded by other ligands29 and such pathways are thought to be organised hierarchically39. If PfEBA165 was the dominant ligand in the invasion hierarchy of the gorilla-infective common ancestor of P. falciparum and P. praefalciparum, then the loss of that dominant ligand could have revealed the activity of a secondary invasion pathway that was not ape-specific (Fig. 6). Given what we know about currently circulating P. falciparum strains, it could have been PfEBA175 that became more important following the loss of PfEBA165, thus pre-disposing the ape-infective ancestor to be able to infect human erythrocytes. Under this theory, our attempts to recreate a functional PfEBA165 reinstated that ape-specific dominant pathway, outcompeting the ability of PfEBA175 to function, and thus could only be tolerated if expression of the corrected PfEBA165 gene was significantly down-regulated. Loss of PfEBA165 may not have been absolutely required for species transition, but may instead have conferred a significant growth advantage in human erythrocytes once the initial jump had occurred, meaning that strains with the single inactivating mutation were selected for and rapidly outcompeted strains with a functional EBA165 locus. Loss of invasion ligands have been linked with changes in host preference during the in vitro adaptation of P. knowlesi to growth in human erythrocytes. In this case, deletion of an RBL invasion ligand (PkNBPXa) and an EBL ligand (PkDBPgamma) were associated with increased invasion efficiency for macaque erythrocytes, and decreased invasion efficiency for human erythrocytes26,40.
Of course, interactions between Plasmodium parasites and humans are complex and occur at multiple stages, so an intact EBA165 gene is unlikely to be the only factor preventing ape Laverania species from infecting humans. In particular, there is compelling evidence suggesting that the changes to the PfRh5 invasion complex may also have played a crucial role. Completion of the P. gaboni genome revealed a horizontal gene transfer event which transferred Rh5 and CyRPA from the distantly related gorilla parasite P. adleri into the gorilla precursor of P. falciparum12, which may have predisposed P. praefalciparum to colonize humans. Moreover, Laverania RH5 proteins have been under adaptive evolution, with one change occuring at the origin of P. falciparum13, which may explain why PfRh5 appears to bind to its receptor Basigin in a host-specific manner14. Given that it is now clear that PfRh5 functions as part of a multi-protein complex41–43, the species specificity of interactions between complex members warrants further investigation. However, the data presented here suggests that the introduction of a frameshift mutation in EBA165 may have also played a key role in the emergence of P. falciparum as a human-infective species, being either required for the host transition from gorillas to take place, or necessary for increasing blood stage multiplication rates once the transition had occurred. The last decade has seen a rapid expansion in our understanding of the prehistory of P. falciparum. This and other molecular studies are starting to reveal the exact steps that were required for P. falciparum to emerge as one of the most significant pathogens in human history.
Methods
Recombinant protein production
PfEBA175, PfEBA165 and PrEBA165 sequences were obtained from published reference genomes11. PfEBA175 and PfEBA165 recombinant proteins were produced by transient transfection of HEK293E cells44. Briefly, protein ectodomains were identified using signal peptide and transmembrane helices prediction software45,46. Potential N-linked glycosylation sites (NXS/T sequence motifs, X is any amino acid except proline) were removed by replacing serine or threonine residues with alanine, because Plasmodium species don’t naturally glycosylate secreted proteins, but cryptic sites can be inappropriately glycosylated by other eukaryotic expression systems. Coding sequences, flanked by unique NotI and AscI restriction sites, were codon optimised for expression in human cells and were produced by gene synthesis (GeneArt). To produce biotinylated monomeric protein, modified ectodomains were cloned into a derivative of the pTT3 expression vector, between an N-terminal signal peptide (mouse variable κ light chain 7–33) and C-terminal rat Cd4 domains 3 and 4, followed by a biotinylatable peptide. The Cd4 tag was used to monitor protein folding as it is recognised by a conformation epitope-specific monoclonal antibody. For pentameric proteins a similar pTT3 derivative was used, but a pentamerisation domain of the rat cartilage oligomeric matrix protein (COMP) conjugated to β-lactamase replaced the biotinylatable peptide47.
Constructs were transiently transfected into HEK293E cells and soluble proteins were collected from culture supernatant on day 6. Monobiotinylated proteins required cotransfection with a modified BirA biotin ligase expression plasmid, and excess free biotin was removed by dialysis. Selective labelling of target proteins in supernatants precluded purification; however, target protein activities were quantified and normalised47. Relative mono-biotinylated protein concentrations were determined by ELISA, using streptavidin-coated 96-well plates and mouse anti-rat Cd4 (1:1000, OX68, MCA1022, Serotec) before goat anti-mouse alkaline phosphatase (1:5000, A0168, Sigma–Aldrich) and detection with phosphatase substrate. Pentameric proteins were analysed by colorimetric β-lactamase activity assays, where nitrocefin hydrolysis by supernatant serial dilutions was monitored by measuring absorbance at 485 nm.
Western blot
Denatured supernatants of monomeric biotinylated proteins were resolved using NuPAGE™ Novex™ 4–12% Bis-Tris protein gels, before blotting onto nitrocellulose membrane (GE Healthcare). After blocking, membranes were incubated with streptavidin-horseradish peroxidase (1:2000, Cell Signaling Technology) for 1 h and developed with Amersham ECL Prime chemiluminescence substrate (GE Healthcare).
Erythrocyte sources
Human O + erythrocytes were supplied by NHS Blood and Transplant, Cambridge, UK and Research Blood Components, Boston MA, USA, and all samples were anonymised. The work complied with all relevant ethical regulations for work with human participants. The use of erythrocytes from human donors for P. falciparum culture and binding studies was approved by the NHS Cambridgeshire 4 Research Ethics Committee (REC reference 15/EE/0253) and the Wellcome Sanger Institute Human Materials and Data Management Committee. Chimpanzee (Pan troglodytes) erythrocytes were obtained from the unused fraction of blood samples taken for health testing purposes by the Animal Health Team at Chester Zoo, UK. Macaque erythrocytes were obtained from the Yerkes National Primate Research Center, Atlanta GA, USA. Cultured red blood cells were differentiated from bone marrow-derived Cd34 + haematopoietic stem cells (Lonza).
Erythrocyte binding assays
Monomeric biotinylated PfEBA165, PrEBA165 and PfEBA175 protein supernatants were immobilised on 0.4–0.6 μm streptavidin-coated Nile Red fluorescent microbeads (Spherotech), by incubation with gentle agitation at 4 °C for 1 h. Loaded microbeads were washed with Buffer A (HBS, 1% BSA) and incubated in an ice-cold sonicating water bath for 20 min to disrupt aggregates. Binding reactions were carried out in flat-bottomed 96-well plates, with each well containing ~4 × 105 cells and loaded fluorescent microbeads, mixed at estimated cell to fluorescent bead ratio of 1:145. After 1 h at 4°C with gentle agitation, cells were washed twice in Buffer A and analysed by flow cytometry, using an LSRII cytometer (BD Biosciences) for erythrocytes and MACSQuant (Miltenyi Biotech) for cultured red blood cells (cRBCs). The gating strategy is provided in Supplementary Fig. 5. To validate binding specificity cells were treated with Vibrio cholerae neuraminidase (Sigma–Aldrich). Erythrocytes and cRBCs were incubated with 20 mU/ml or 66.7 mU/ml neuraminidase, respectively, with gentle mixing for 1 h at 37 °C. The enzyme was removed by three washes in incomplete RPMI (cRBC final wash used PBS pH 7.4).
Glycan binding assays
Recombinant pentameric β-lactamase-tagged PfEBA175, PfEBA165 and PrEBA165 proteins were screened for interactions against synthetic carbohydrate probes (GlycoTech)22. Biotinylated carbohydrate probes (designated baits) were immobilised on streptavidin-coated 96-well plates by incubating at saturating concentrations for 1 h. Plates were washed three times in HBST and normalised pentameric β-lactamase-tagged proteins (designated preys) were added (100 μl/well) and incubated for 1 h. Plates were washed with HBST then HBS, before analysing the hydrolysis of nitrocefin substrate (60 μl at 125 μg ml−1) by measuring absorbance at 485 nm.
Cultured red blood cells (cRBCs)
Neu5Gc was expressed on the surface of modified human erythrocytes by expressing chimpanzee CMAH in ex-vivo-cultured red blood cells (cRBCs)26. Briefly, differentiation and proliferation of bone marrow-derived CD34+ hematopoietic stem cells (Lonza) were achieved in Iscove’s Modified Dulbecco-based medium (Biochrom) supplemented with 5% solvent/detergent virus-inactivated human plasma (Octaplas, Octapharma), stem cell factor (R&D Systems), hydrocortisone (Invitrogen), IL-3 (R&D Systems), and erythropoietin (Amgen) according to a published protocol48 with the following modifications. Cells were transduced on day 7 with lentivirus harbouring either the chimpanzee (Pan troglodytes) CMAH cDNA sequence in pLVX-Puro (Clontech) or the empty vector, pLVX-Puro. The CMAH insert was codon-optimized for human expression and synthesized with a C-terminal tobacco etch virus (TEV) cleavage site and FLAG-c-myc tags (GeneArt). Transductants were selected on 2 mg ml−1 puromycin (Sigma–Aldrich). Drug selection was maintained until day 13 when cells were co-cultured on a murine MS-5 stromal cell layer. Cells were replated on MS-5 stroma on day 18 and harvested on day 20 or 21. Cells were stored at 4 °C in incomplete RPMI (RPMI-1640 [Sigma–Aldrich] supplemented with 25 mM HEPES and 50 mg l−1 hypoxanthine) until binding and flow cytometry assays.
Flow cytometry detection of Neu5Gc and erythrocyte receptors
Neu5Gc and erythrocyte receptor surface expression was assessed by flow cytometry. Cells were washed three times in PBS containing 0.5% Neu5Gc-free blocking agent (Siamab) and pelleted at 500 g for 4 min in 96-well plates at 5 × 105 cells/well. Cells were incubated with antibodies at the following dilutions: anti-Neu5Gc (1:5000, Siamab), phycoerythrin(PE)-conjugated anti-DARC (1:10, 130-105-683, Miltenyi Biotec), anti-CD71-PE (1:10, 130-104-151, Miltenyi Biotec), anti-BSG (1:1000, Clone MEM-M6/6, Axxora [Exbio]), fluorescein isothiocyanate-conjugated anti-glycophorin A (GPA) (1:50, Clone 2B7, 60152FI, STEMCELL Technologies) and anti-glycophorin C (GPC)-FITC (1:500, BRIC 10, sc-59183 FITC,Santa Cruz). After 1 h incubation at room temperature and three washes in blocking buffer, unstained cells and cells stained with DARC, CD71, GPA and GPC antibodies were resuspended in 100 µl PBS for flow cytometry analysis (MACSQuant; Miltenyi Biotec). Neu5Gc-stained cells were incubated in anti-chicken IgY-Alexa Fluor 488 secondary antibody (Life Technologies) at 1:1000 for 30 min at room temperature. Unstained control samples were incubated in anti-mouse IgG2a-PE (1:10, Miltenyi Biotec), anti-chicken IgY-Alexa Fluor 488 antibody or anti-mouse IgG-Alexa Fluor 488 (1:1000, Life Technologies). Cells were washed twice before flow cytometry. Data were analysed in FlowJo 4 version 10.0.7 (Tree Star).
P. falciparum culture and CRISPR modification
Wild-type 3D7 Plasmodium falciparum strain was obtained from Malaria Research and Reference Reagent Resource Centre (www.mr4.org). P. falciparum strain 3D7 was cultured in RPMI-based media supplemented with 0.5% AlbuMAX II (Life Technologies), 2 mM L-glutamine and O+ human erythrocytes, using standard techniques49. For transfection, sorbitol-synchronised ring stage parasites (~ 10% parasitemia, 2.5% haematocrit) were electroporated with 50 μg plasmid DNA and 25 μg Donor Template (PCR product) using a Lonza 4D-Nucleofector. Briefly, 100 μl of infected erythrocytes were washed and resuspended in 100 μl of Primary Cell Nucleofector Solution P3 (Lonza) supplemented with 12.5 mM ATP and DNA for transfection. The cell mixture was split into two Nucleocuvettes and electroporated using programme CM150. Cells were placed on ice for 2 mins then transferred to pre-warmed complete media for 3 h, before replacing media and returning to standard culture conditions. At 24 h post-transfection drug selection was applied with 1.5 nM WR92210 (Jacobus Pharmaceuticals) for 6–12 days. To edit PfEBA165 a CRISPR/Cas9 approach was used, modifying the pDC2-cam-Cas9-U6-sgRNA-hDHFR construct50 to independently target the two frameshifts found in PfEBA165 in P. falciparum strain 3D7. sgRNA-1 (sequence GATAAGTTGGCAAATGGGAGTT) and sgRNA-2 (sequence GAACATAAAGAGAAATTTCCAA) were designed to target the 5′ and 3′ PfEBA165 frameshifts, respectively. The sgRNAs were inserted into BbsI cut vector following annealing of the oligonucleotide pairs OL176-OL177 (sgRNA-1), and OL231-OL232 (sgRNA-2). To make PfEBA165 edits, donor templates were supplied as purified PCR product. Fragments of PfEBA165 were cloned into TOPO and modified by KAPA HiFi site directed mutagenesis to incorporate modifications for frameshift correction and silent mutations in the Cas9 cut site (Fig. 5). For transfection, primers with 2 phosphorothioate bonds at the 5′ prime end were used to PCR amplify the Donor Template. Before transfection, plasmids and PCR products were precipitated and resuspended in Primary Cell Nucleofector Solution P3 (Lonza). Transfectants were analysed by Sanger sequencing, using OL271 and OL293 to amplify ~2.1 kb fragment of PfEBA165 outside of both donor template regions. Resulting PCR products were purified and sequenced directly. Oligonucleotide sequences are listed in Supplementary Table 2.
Whole-genome sequencing of edited lines
Paired-end reads were aligned to the P. falciparum version 3 genome sequence using bwa-mem51 [https://arxiv.org/abs/1303.3997]. SNPs and indels were called using Freebayes52 [https://arxiv.org/abs/1207.3907] with default parameters, other than to specify a haploid genome. Variants were filtered for an overall quality score >20 and a sequencing depth >8 in all samples. Any variants with > 5 alternate observations in the sequenced parental 3D7 strain were discarded as being the result either of poor mapping or a pre-existing mutation. The effect of the detected variants upon translated protein sequences was predicted using SnpEff53.
RNA preparation
To synchronize parasites a 70% percoll gradient was used to collect late schizonts. Following 2 h incubation newly reinvaded parasites were separated with 70% percoll, and ring stages were further synchronized with 5% sorbitol. Parasites were allowed to develop until late-stage schizonts could be harvested. Total RNA was extracted using the Trizol (Gibco) method according to manufacturer’s instructions. RNA quality was verified using an Agilent Bioanalyzer 2100.
Erythrocyte invasion assays
A two-colour flow cytometric assay was used to quantitate erythrocyte invasion by P. falciparum54. Briefly, to label target erythrocytes, cells were incubated with 10 µM CellTrace™ (Thermo Fisher Scientific) Far Red (DDAO) for 2 h at 37 °C. The suspension was washed and incubated in complete medium for 30 min, followed two further washes. Where required, enzymatic treatment of erythrocytes was performed by incubation for 1 h at 37 °C under rotation with enzymes at the following final concentrations: neruaminidase from Vibrio cholerae (Sigma–Aldrich) 20 mU ml−1; trypsin (Sigma–Aldrich) or chymotrypsin (Sigma–Aldrich, Dorset, UK) 50 µg ml−1 (low trypsin) or 1 mg ml−1 (high trypsin and chymotrypsin). Enzymes were removed by washing with incomplete media. Invasion assays were conducted in round-bottom 96-well plates, by mixing equal volumes of 2% haematocrit suspensions of labelled erthrocytes and parasitised erythrocytes (donor culture). The final culture volume was 100 µl per well and plates were incubated for 48 h at 37 °C inside a gassed culture chamber. To quantify invasion into target erythrocytes, cultures were washed in PBS and stained with SYBR Green I (Invitrogen) DNA dye, at 1:5000 final concentration. Cells were washed with PBS before acquisition on a BD LSRII flow cytometer (BD Biosciences) with a 355 nm UV laser (20 mW), a 488 nm 20 mW blue laser, and a 633 nm red laser (17 mW). SYBR Green I was excited by a blue laser and detected by a 530/30 filter. DDAO was excited using the red laser and detected with a 660/20 filter. Data were analyzed with FlowJo (Tree Star).
qRT-PCR
For quantitative RT-PCR, RNA was extracted from late-stage synchronous parasites and treated with DNase I (Ambion AM1907) to remove gDNA contamination. cDNA was prepared using the High Capacity Reverse Transcription Kit (Thermofisher 4368814) from 1 μg of total RNA using a mix of oligo dT (Ambion AM5730G) and random hexamers (Invitrogen). A LightCycler 480 (Roche) was used to assess transcript levels in reactions containing SYBR green real time reagent (Roche 04707516001), template cDNA and 0.2 μM of each primer. Relative quantification of transcripts was performed using the ΔΔCt method, with transcript levels normalized to Pfcyp87 (stable expression throughout cell cycle) and expressed relative to PfAMA1 (late-stage specific expression) to control for variation in RNA level (Pfcyp87 normalisation) as well as minor differences in life-cycle stage synchronisation (normalisation to PfAMA1). Sequences of primer pairs targeting Pfcyp87 (PF3D7_0510200), PfAMA1 (PF3D7_1133400) and PfEBA165 (Pf3D7_0424300) are shown in Supplementary Table 2.
RNAseq
A modified RNA-seq protocol (DAFT-seq) was used to account for the extreme AT-content of the P. falciparum transcriptome55. PolyA + RNA (mRNA) was selected using magnetic oligo-d(T) beads. Reverse transcription using Superscript III (Life) was primed using oligo d(T) primers, then second strand cDNA synthesis included dUTP. The resulting cDNA was fragmented using a Covaris AFA sonicator. A with-bead protocol was used for dA-tailing, end repair and adapter ligation (NEB) using PCR-free barcoded sequencing adaptors56 (Bioo Scientific). After two rounds of SPRI cleanup the libraries were eluted in EB buffer and USER enzyme mix (NEB) was used to digest the second strand cDNA, generating directional libraries. The libraries were quantified by qPCR and sequenced on an Illumina HiSeq2000 to generate about 20 million reads per sample. Quality of the fastq files were assessed with the FastQC tool (Babraham Bioinformatics) and reads with Phred quality scores over 30 were used for subsequent analysis. The processed paired-end reads were mapped to the Plasmodium falciparum 3D7 genome (PlasmoDB, v29) using Tophat2 v2.1.1. DESeq2 was used in the R statistical environment to normalize and determine significantly differentially expressed genes with adjusted p-values ≤ 0.05 between 3D7 control and double-edited clones using default parameters (DESeq2, Wald-test57). Results of differential expression analysis were curated to remove genes previously shown to have significant clonally-variant expression58 and were also characterized further using gene ontology enrichment using PlasmoDB’s GO enrichment strategy tool. Data have been deposited in the European Nucleotide Archive (ENA) with accession number ERP114933 and is accessible through the SRA.
Reporting summary
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Supplementary information
Acknowledgements
We thank Marcus Lee for supplying CRISPR-Cas9 vectors and Theo Sanderson for help with whole-genome sequencing analysis. This work was supported by grants from the National Institutes of Health (R01 AI091595, R37 AI050529, R01 AI 120810, T32 AI007532, P30 AI045008) and the Wellcome Trust (206194/Z/17/Z).
Author contributions
The study was conceived by W.R.P., B.H.H. and J.C.R. Experiments were performed by W.R.P., S.V.S., S.D., W.L., A.K., S.M. and Z.Z. Data analysis and interpretation were performed by W.R.P., S.V.S., S.D., S.U., P.M.S., G.J.W., B.H.H., M.T.D. and J.C.R. The manuscript was written by W.R.P and J.C.R., with contributions from all co-authors.
Data availability
RNA-sequencing data have been deposited in the European Nucleotide Archive (ENA) with the accession number ERP114933 [https://www.ebi.ac.uk/ena/data/view/PRJEB32274], and corresponding DNA-sequencing data with accession number ERP023755 [https://www.ebi.ac.uk/ena/data/view/PRJEB21498]. The source data for Figs. 2a, 3a, 4c and Supplementary Figs 4a-d are available in the Source Data file. All other data are available from the authors upon reasonable request.
Competing interests
The authors declare no competing interests.
Footnotes
Peer review information Nature Communications thanks Brendan Crabb, Danny Wilson and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. Peer reviewer reports are available.
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Supplementary Information accompanies this paper at 10.1038/s41467-019-12294-3.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
RNA-sequencing data have been deposited in the European Nucleotide Archive (ENA) with the accession number ERP114933 [https://www.ebi.ac.uk/ena/data/view/PRJEB32274], and corresponding DNA-sequencing data with accession number ERP023755 [https://www.ebi.ac.uk/ena/data/view/PRJEB21498]. The source data for Figs. 2a, 3a, 4c and Supplementary Figs 4a-d are available in the Source Data file. All other data are available from the authors upon reasonable request.