Abstract
We investigated the genetic diversity of the 42 kDa fragment of the merozoite surface protein 1 (MSP-1) antigen in Plasmodium falciparum and P. vivax, as well as in non-human primate malarial parasites. This fragment undergoes a proteolytic cleavage generating two fragments of 19 kDa (MSP-119) and 33 kDa (MSP-133) that are critical in erythrocyte invasion. We found that overall the MSP-133 fragment exhibits greater genetic diversity than the MSP-119 regardless of the species. We have found evidence for positive natural selection only in the human malaria parasites by comparing the rate of non-synonymous versus synonymous substitutions. In addition, we found clear differences between the two major human malaria parasites. In the case of P. falciparum, positive natural selection is acting on the MSP-119 region while the MSP-133 is neutral or under purifying selection. The opposite pattern was observed in P. vivax. Our results suggest different roles of this antigen in the host-parasite immune interaction in each of the major human malarial parasites.
Keywords: Malaria, Merozoite, MSP-1, MSP-1 19 kDa, Genetic Diversity, Vaccine, Plasmodium
Introduction
The malaria burden is particularly high in sub-Saharan Africa where Plasmodium falciparum is predominant. However, malaria “out of Africa” is characterized by the presence of P. vivax, the second most important malaria parasite in terms of its morbidity. Although there are clear biological and genetic differences between these two parasites (Coatney et al., 1971), they overlap in their geographic distribution and there is increasing evidence for their interaction (Snounou and White, 2004).
Among the antigens currently under consideration in malaria vaccine formulations, one of the most promising candidates is the major merozoite surface protein 1 (MSP-1) (Good et al., 2004). The MSP-1 antigen is expressed as a large protein of 190–200 kDa on the parasite surface (Holder et al., 1982). This precursor undergoes two steps of proteolytic cleavage during the merozoite maturation. First, it is cleaved into four major fragments of 83, 30, 38 and 42 kDa (further referred to as MSP-183, MSP-130, MSP-138, and MSP-142 ) then, before erythrocyte invasion the MSP-142 fragment undergoes a second cleavage resulting in the generation of 33 and 19 kDa (MSP-133 and MSP-119) fragments where the latter remain on the merozoite surface during invasion.
Plasmodium spp
MSP-1 exhibits extensive genetic polymorphism (Tanabe et al., 1987, Putaporntip et al., 2002) that appears to be maintained by positive natural selection in P. falciparum (Hughes, 1991; Escalante et al., 1998; Conway et al., 2000) and P. vivax (Putaporntip et al., 2006). Similar observations have been made about other malarial vaccine antigens (see Escalante et al. 2004) on which the host immune system is considered the driving selective force that allows for the accumulation and frequent switch of suitable mutations in the parasite population. Under this scenario, mutations are maintained longer in the parasite population than expected if genetic drift were the sole process acting on the genetic polymorphism.
The conclusion that positive selection maintains the genetic diversity of genes encoding malarial antigens is supported, among others lines of evidence, by the observation in P. falciparum that non-synonymous nucleotide substitutions (those that change the amino acid) are more common than synonymous substitutions (mutations that do not change the amino acid) (Hughes and Hughes 1995, Escalante et al. 1998, Escalante et al. 2004). Since natural selection acts on phenotypic differences, an excess of non-synonymous substitutions over synonymous is considered evidence that natural selection is favoring the maintenance of genetic polymorphism.
In the case of Plasmodium spp. MSP-1, most of the genetic diversity analyses have subdivided the gene into blocks (segments) based on their level of genetic diversity but not using any other biological criteria (Tanabe et al., 1987; Putaporntip et al., 2002; Putaporntip et al., 2006); however, few studies have been done considering the proteolytic fragments as functional units (Escalante et al., 1998).
The MSP-142 and MSP-119 fragments have received special attention in P. falciparum as part of vaccine formulations given that they are relatively conserved and antibodies against these fragments inhibit the parasite invasion into the red blood cells (Yang et al., 1999; Stanisic et al., 2004). In addition, the critical role of the MSP-119 fragment in the erythrocyte invasion is conserved even among distantly related species (O’ Donnell et al., 2001).
An important characteristic of P. vivax is that it invades reticulocytes, a process that is mediated by specific proteins such as the reticulocyte binding proteins and Duffy receptor (Gallinski et al., 1992; Chitnis and Miller, 1994). However, MSP-1 in P. vivax also appears to play an important role in this process (Rodriguez et al. 2002; Espinosa et al., 2003; Han et al., 2004; Sachdeva et al., 2004). Indeed, peptides with high specific binding activity (HSBA) to reticulocytes have been found in the MSP133 (Espinosa et al., 2003; Rodriguez et al., 2002).
This investigation aims to compare the genetic diversity of the MSP-142 in Plasmodium spp. focusing on P. falciparum and P. vivax. We have analyzed 120 sequences of the MSP-142 of P. falciparum and 75 sequences of the homologous region in P. vivax, and we have explored the genetic diversity of the MSP-133 and MSP-119 fragments. In the case of P. vivax we further explored its genetic diversity by comparing it with the homologous regions in primate malarial parasites that are closely related to P. vivax (Escalante et al., 2005). Although we find evidence that positive natural selection is acting on the observed polymorphism in MSP-142, it operates differently in each of the two major human malarial parasites. We conclude that inferences made about P. falciparum MSP-1 cannot simply be “translated” into P. vivax.
Materials and Methods
The gene encoding the 42kDa fragment of MSP-1 or MSP-142 was amplified by polymerase chain reaction (PCR). The primers forward- GAA TGA TAT TCC TAA GAA GTT AGA GG and reverse- GAT AGA TTA TTT AAT AAG AAA AAA GAA CTT GGC CAA GAC AAA ATG C were used to amplify the partial P. falciparum 3’ sequences. The PCR conditions for P. falciparum were: a partial denaturation at 94 °C for 1 minute and 30 cycles with 1 minute at 94 °C, 1 minute at °50 and 3 minutes extension at °72. A final extension of 3 minutes was added in the last cycle. The primers forward-GAC CAA GTA ACA ACG GGA G and reverse-CAA AGA GTG GCT CAG AAC C were used for P. vivax, P. cynomolgi, P. inui, and P. knowlesi. In the case of P. fragile we used the forward primer GAC CAA GTA ACA ACG GG. The PCR conditions for P. vivax and non human primate malarias were: a partial denaturation at 94 °C for 3 minute and 35 cycles with 1 minute at 94 °C, 45’ at 50-58 °C and 2 minutes extension at 72 °C, a final extension of 10 minutes was added in the last cycle.
The amplified product was purified, cloned using the pGEM-TEasy Vector System I from Promega (USA), and sequenced. Both strands were sequenced from at least two clones. The alignment was performed using ClustalW version 1.7 with manual editing using the alignment reported by Miller et al. (1993) in the case of P. falciparum and those reported by Putaporntip et al. (2002 (2006) in the case of P. vivax and related species.
In the case of P. falciparum, we sequenced the MSP-1 42 kDa in 34 isolates from Asembo Bay, western Kenya in this investigation. In addition, a total of 20 isolates (5 from India, 9 from Venezuela, and 6 from Thailand) were sequenced for the 3’ end. We used in our investigation prior published sequences (Chang et al., 1988; Qari et al., 1998; Jangwutiwes et al., 1992; Jangwutiwes et al., 1993; Tanabe et al., 2004) and unpublished sequences under the accession numbers U20726-U20733 and U20653-U20656. A total of 120 MSP-142 sequences were considered in our analyses. In addition, we included 55 sequences of the MSP-119 reported in the literature (Kaneko et al., 1997; Kumar et al., 2005) and unpublished sequences under the accession numbers AF29507 to AF29537 in order to obtain a complete picture of the MSP-119 alleles that have been reported.
In the case of P. vivax, we report 5 sequences from laboratory isolates (Rio Meta, Sumatra I, Indonesia I, Mauritania I, and Vietnam II) and used the sequences reported in the literature (Putaporntip et al., 2000; Putaporntip et al., 2002) for a total of 75 sequences. In addition, we included 10 sequences from different isolates of P. cynomolgi (the sequence AY869723 from the GenBank together with new sequences from the strains B strain, Berok, Cambodian, Ceylonensis, Gombok, Mulligan, PT1, PT2, and RO), 15 sequences from isolates of P. inui (Celebes I and II, Hackeri, Hawking, Leaf Monkey I and II, Leucosphyrus, Mulligan, N-34, OS, Perak, Perlis, Philippine, Taiwan I and II), a sequence of P. knowlesi (Hackery strain), P. hylobati (parasite from gibbons), and P. fragile (Nilgiri strain). Information about the biology of these species and the origin of the isolates can be found elsewhere (Coatney et al. 1971). All the primate malaria strains were provided by the Centers for Disease Control and Prevention. The sequences reported in this study are deposited in the GenBank with the accession numbers DQ907617-DQ907702.
Statistical analysis
We estimate genetic polymorphism by using the parameter π, which estimates the average number of substitutions between any two sequences. The average number of synonymous (Ds) and nonsynonymous substitutions (Dn) between a pair of sequences was investigated to explore the effect of natural selection. The average numbers of synonymous and nonsynonymous substitutions are estimated using two methods: Nei and Gojobori’s method (1986) with the Jukes and Cantor correction, and the Li’s method (1993) as implemented in the MEGA program (Kumar et al., 2001). We estimated the difference between Ds and Dn, its standard deviation was calculated using bootstrap with 1000 pseudo-replications for Ds and Dn, as well as a two tail Z test on the difference between Ds and Dn (Nei and Kumar 2000). The null hypothesis is that Ds = Dn; thus we assumed as null hypothesis that the observed polymorphism was neutral.
The Tajima’s D statistic and F* from Fu and Li were estimated for testing the hypothesis that the allele frequency spectrum is compatible with the neutral model (Tajima, 1989; Fu and Li, 1993). Under the neutral model, Tajima's D and F* are approximately equal to zero, thus any deviation from zero would indicate a departure from neutrality in the allele frequency spectrum.
Evidence for recombination was assessed by using the Rm parameter that estimates the minimum number of recombination events in the history of the sample. Rm is obtained using the four-gamete test (Hudson and Kaplan 1985) and, as the name of the parameter indicates, it is a conservative estimate of the number of recombination events.
In the case of P. vivax and related non-human primate malarial parasites, the gene genealogy of the MSP-142 alleles was determined by using the Neighbor Joining (Saitou and Nei, 1987) method with the Tamura-Nei model. The reliability of the nodes in the NJ tree was assessed by the bootstrap method with 1,000 pseudo-replications. The genealogy was estimated using the MEGA program (Kumar et al., 2001). The assumption of neutrality was also tested in P. vivax MSP-1 by using the McDonald and Kreitman test (McDonald and Kreitman 1991), which compares the intra-and interspecific number of synonymous and nonsynonymous sites; significance was assessed by using a Fisher’s exact test for the 2x2 contingency table as implemented in the programs DNAsp version 4.0 (Rosas et al. 2003 ). In this analysis we compare P. vivax with P. cynomolgi and P. inui (see below).
Results
Table 1 shows the genetic diversity found in the MSP-142 fragments in P. falciparum and P. vivax. Overall, the genetic diversity of P. falciparum is twice that observed in P. vivax (π of 0.05042 vs. 0.02184). Analysis of the genetic diversity of the MSP-133 and MSP-119 fragments confirmed previous observations that the MSP-119 fragment is more conserved than the MSP-133 fragment (Table 1) in both human malarial parasites. P. vivax MSP-119 has only one polymorphic site while in P. falciparum the substitutions are concentrated in five residues within the epidermal growth factor like domains (EGF). In an extended alignment that included all the MSP-119 sequences reported in the literature at the time of this study (n=175); we found 11 alleles reported based in these five residues, among them, there are four common alleles that have a worldwide distribution: E-KNG-L (n=54), E-TSR-L (n=41), Q-KNG-F (n=20), Q-KNG-L (n=33). It is worth noting that some alleles, although reported in low frequency, have been found in two continents; such are the cases of E-KNG-F (n=8 reported in India and Kenya), E-KSR-L (n=4 reported in Kenya, South Africa, and Vanuatu), and Q-TSR-L (n=3 reported in India and Papua New Guinea). The allele E-TSG-L (n=9) has been reported three times in India (including this study) and is the one observed in P. reichenowi, the most closely related species to P. falciparum found in chimpanzees (Coatney et al. 1971).
Table 1.
π | Ds | Dn | Ds-Dn [SD] | Z | Tajima D | F* | |
---|---|---|---|---|---|---|---|
P. falciparum (n= 120) | |||||||
42KD | 0.05042 | 0.0821 | 0.0541 | 0.0280 [0.011] | Ds>Dn P < 0.05 | −0.11184 n.s. | 0.13353 n.s. |
33KD | 0.06551 | 0.1236 | 0.0741 | 0.0494 [0.020] | Ds>Dn P < 0.05 | 0.10150 n.s. | 0.86091 n.s. |
19KD | 0.00884 | 0.0013 | 0.0107 | −0.009 [0.004] | Ds<Dn P < 0.05 | −1.72070 0.10 > P > 0.05 | −4.78810 P < 0.05 |
P. vivax (n = 75) | |||||||
42KD | 0.02184 | 0.0125 | 0.0249 | −0.0123 [0.005] | Ds<Dn | 2.19241 P < 0.05 | 2.09599 P < 0.05 |
33KD | 0.03249 | 0.0162 | 0.0325 | −0.0160 [0.006] | Ds<Dn | 2.31357 P < 0.05 | 2.24458 P < 0.05 |
19KD | 0.0006 | 0.0005 | 0.0006 | 0.0001 [0.000] | Ds=Dn | −1.02018 n.s | −1.02018 n.s |
π, nucleotide diversity; n, number of sequences; Dn is the nucleotide diversity of nonsynonymous mutations per nonsynonymous sites and Ds is the nucleotide diversity of synonymous mutations per synonymous site using the Nei and Gojobori method; Ds-Dn are the difference of Ds and Dn with their standard deviation, SD, estimated by bootstrap with 1000 pseudo replicates; Z is the Z-test (Nei and Kumar 2000); Tajima D and F* are tests for detecting departures from the neutral model.
We found two recombination-convergent events using the Rm method (Hudson and Kaplan, 1985); these events are illustrated using the relative positions of the residues in the allele E-KNG-L, specifically between the position held by the amino acids E and K (separated by 138 bp) and between the positions filled by amino acids K and G (separated by 30 bp). Recombination events have been previously reported in MSP-119 (Qari et al., 1998).
In order to explore the role of natural selection we further analyzed the genetic polymorphism in the MSP-142 as a unit by estimating the number of synonymous (Ds) and non-synonymous (Dn) substitutions per site estimated by the Nei and Gojobori method with the Jukes and Cantor correction. When this comparison is made, both parasites exhibit opposite patterns: MSP-142 in P. falciparum shows more synonymous than non-synonymous substitutions while the homologous region in P. vivax shows more non-synonymous than synonymous substitutions. In both cases the differences are significant with a Z test (Kumar and Nei, 2000) (Table 1). The Li’s method gives identical results. We explore departure from neutrality by using the Tajima’s D test (Tajima, 1989) and F* test (Fu and Li, 1993). These tests should to be used with caution since they aim to detect departures from a neutral panmictic population, an assumption that is violated by these geographically and temporally spaced samples. Nevertheless, we used them to explore the distribution of haplotypes in our samples as was used previously to compare P. vivax and P. knowlesi (Putaporntip et al., 2006). These tests could not detect departure from neutrality in P. falciparum, although they did so in P. vivax when the complete MSP-142 was considered as a unit.
We explored the diversity in the MSP-133 and MSP-119 fragments separately by comparing the number of synonymous and non-synonymous substitutions in each species. In the case of the MSP-133 of P. falciparum there are more synonymous than non-synonymous substitutions (P<0.05) (Table 1), while the contrary was observed in the MSP-119 where there are more non-synonymous than synonymous substitutions (P<0.05). These results suggest that while the MSP-119 is under positive selection in P. falciparum, the MSP-133 is under purifying selection; that is, natural selection favors the maintenance of amino acid polymorphism in the MSP-119 while it holds back the rate of amino-acid polymorphism in the MSP-133. Differences between the MSP-133 and MSP-119 were also observed by using the Tajima’s D and F* tests (Table 1): there is not a departure from neutrality in the MSP-133 while the MSP-119 polymorphism rejects the expectation under the neutral model. Although the significance level by the Tajima’s D test is weak for MSP-119 (0.05<P<0.1), there is almost no synonymous variation, substantiating a departure from the neutrality in this region. It is important to notice that the Tajima’s D and F* tests have a negative value indicating that there is an excess of low frequency variants in the sample (Table 1).
In the case of P. vivax the pattern is the opposite. There are more non-synonymous than synonymous substitutions in the MSP-133 while there is almost no variation in the MSP-119 (Table 1). The polymorphism in the P. vivax MSP-133 is not evenly distributed. Indeed, there is a region of 105 bp out of 848 bp in MSP-133 (35 amino acids) where a clear excess of nonsynonymous versus synonymous substitution is observed driving the overall MSP-133 results. In addition, there is a departure from neutrality in the MSP-133 when the Tajima’s D and F* tests are applied. However, contrasting with P. falciparum, the value of the test is positive as the result of an excess of variants in intermediate frequencies.
We further explore the hypothesis that positive selection is acting on the P. vivax MSP-133 fragment by comparing it with its closely related non-human primate malarial parasites (Escalante et al., 2005). The genealogy of the MSP-142 fragments from the species reported in this study is depicted in figure 1. P. cynomolgi appears as sister taxa of P. vivax; however, this clade does not have strong support. P. cynomolgi strains are subdivided into two clear clades; no evidence for allele families could be observed with this fragment. P. inui and P. hylobati are closely related as previously reported (Escalante et al., 2005b). The close relationship of these two species was further supported by the presence of a repetitive sequence in the MSP-133 fragment. Specifically, a motif with the residues NEQEEI is inserted in some of the P. inui isolates while P. hylobati has the residues NEQEEIKIRQEEI. We also found an insertion in P. knowlesi that emerged as a duplication of the motif INNCQIEK conserved in P. inui and P. vivax (figure 2). Given the lack of resolution of the phylogeny using this region, we used both P. cynomolgi and P. inui for comparison with P. vivax.
Table 2 shows the basic statistics for the MSP-142 in these two non-human primate malarial parasites. As in the cases of the human parasites, the MSP-133 fragment is more diverse than the MSP-119. However, in the case of the non human primate malarias, there is no excess of non-synonymous substitutions over synonymous substitutions in the MSP-142 as a unit or considering the MSP-133 and MSP-119 fragments separated. Thus, by comparing the rate of non-synonymous versus synonymous substitutions we could not detect evidence for positive selection acting on P. cynomolgi or P. inui MSP-142. An identical pattern can be observed in P. knowlesi when the two complete MSP-142, the one reported in this investigation and the one available in the literature (Putaporntip et al., 2006) are compared, specifically Ds = 0.04275 and Dn = 0.00240 for MSP-142.
Table 2.
π | Ds | Dn | Ds-Dn [SD] | Z | |
---|---|---|---|---|---|
P. cynomolgi (n= 10) | |||||
42KD | 0.03805 | 0.0871 | 0.0287 | 0.0585 [0.015] | Ds>Dn P < 0.05 |
33KD | 0.06551 | 0.1001 | 0.0312 | 0.0687 [0.018] | Ds>Dn P < 0.05 |
19KD | 0.02502 | 0.0469 | 0.0211 | 0.0257 [0.022] | Ds=Dn |
P. inui (n = 15) | |||||
42KD | 0.02416 | 0.0284 | 0.0237 | 0.0049 [0.006] | Ds=Dn |
33KD | 0.02951 | 0.0358 | 0.0289 | 0.0071 [0.008] | Ds=Dn |
19KD | 0.0067 | 0.0051 | 0.0073 | −0.0022 [0.005] | Ds=Dn |
π, nucleotide diversity; n, number of sequences; Dn is the nucleotide diversity of nonsynonymous mutations per nonsynonymous sites and Ds is the nucleotide diversity of synonymous mutations per synonymous site using the Nei and Gojobori method. Ds-Dn are the difference of Ds and Dn with their standard deviation, SD, estimated by bootstrap with 1000 pseudo replicates. Z is the Z-test (Nei and Kumar 2000).
We then analyzed the genetic diversity of P. vivax MSP-142 by using the McDonald and Kreitman test (McDonald and Kreitman, 1991) and compared it with both P. cynomolgi and P. inui samples. In the case of the complete 42Kda, there was an overall excess of non-synonymous over synonymous in the P. vivax polymorphism when compared with P. cynomolgi (p < 0.05 using a Fisher’s exact test). Similar results were found with P. vivax and P. inui (p < 0.001 using a Fisher’s exact test). In both cases, the significance of the MK test was explained by an excess of amino acid replacements in the polymorphism of the P. vivax MSP-133. It is worth noting that no departure from neutrality was found when only MSP119 was considered. It is also important to emphasize that no departure from neutrality was observed when P. cynomolgi and P. inui were compared considering the MSP-142 as a unit, or separating it into the MSP-133 and MSP-119 fragments.
Discussion
The available data, mostly derived from P. falciparum, indicate the importance of the antibody response against block 2 (located in the 83 kDa or MSP-183) and the MSP-142 fragments in developing protective immunity. In this study, we have described the selective forces operating on the polymorphism observed in the MSP-142 fragment in the two major human malaria parasites. We have shown how the MSP-133 and MSP-119 fragments are under different selective pressures in each of the major human malarial parasites by using the rate of non-synonymous versus synonymous substitutions.
In the case of P. falciparum, the polymorphism in MSP-133 appears to be neutral or under purifying selection while the polymorphism in MSP-119 is under positive selection. In this case, our results are consistent with immunologic evidence suggesting that the MSP-119 but not MSP-133 elicits a protective immune response, though the latter being highly immunogenic (Ahlborg et al., 2002). Positive selection has been previously proposed as an important mechanism in maintaining the P. falciparum MSP-1 polymorphism in the form of balancing selection (Hughes, 1991; Conway et al., 2000); that is, natural selection maintains genetic polymorphism for a longer time than expected under a scenario where only genetic drift is acting. A polymorphism under balancing selection is expected to have an excess of alleles in intermediate frequencies, a pattern that translates into positives Tajima’s D and F* tests. In the case of MSP-119, however, there is an excess of alleles in low frequency as evidenced by significant and negative values of the Tajima’s D and F* tests, not consistent with balancing selection. This could be the result of several factors. First, we found four alleles that are particularly common while several others are found in low frequency in our sample; low frequency alleles that are found even in different continents suggest an artifact due to a poor sampling effort. Indeed, lack of appropriate sampling could generate negative Tajima’s D tests as a result of several sub-populations being analyzed together (Hammers et al., 2003). A second alternative is that a limited number of alleles are increasing in frequency, a scenario expected under a population expansion which coincides with the results reported for mitochondrial data (Joy et al., 2003).
Nevertheless, if the population demographic history and inappropriate sampling were the only factors leading to this result (significant and negative Tajimas’s D and F* tests), then the MSP-133 should have shown a similar trend. The Tajimas’s D and F* tests for MSP-133 are not only non significant but also have an opposite sign. Interestingly, the MSP-133 also shows more synonymous than non-synonymous substitutions. Therefore, we propose that the negative Tajimas’s D and F* tests, together with the excess of non-synonymous over synonymous substitutions in MSP-119, are the result of directional selection, that is, there are few MSP-119 alleles increasing in frequency because they are positively selected.
Although the immune response against P. falciparum MSP-119 is still under intense investigation, there is evidence suggesting that fine specificity rather than prevalence could be an important factor in the observed immune reactivity (Okech et al., 2004). Indeed, only partial cross-reactivity has been found in holoendemic areas among the most common MSP-119 alleles (Udhayakumar et al., 1995; Shi et al., 1996; John et al., 2004). It has been also shown that immunity against MSP-119 in P. falciparum has a short lifespan to the extent that its elicited antibody responses allow detecting differences in local transmission (Drakeley et al., 2005). Therefore, the pattern in the genetic polymorphism of MSP-119 could be the result of differences of the most common alleles in their specificity and/or life spans of their elicited immune responses when compared with the less frequent MSP-119 alleles, differences that give them a selective advantage favoring their transmission.
Our hypothesis that directional selection is operating on MSP-119 does not contradict previous claims for balancing selection since they are well supported by the extensive divergence observed in MSP-183, MSP-130, and MSP-138 fragments allowing the identification of two very distinctive allele families (Tanabe et al., 1987) that have been found to be an ancient polymorphism (Hughes, 1991; Polley et al., 2005) as well as evidence derived from population base studies of the MSP-183 (Conway et al., 2000; Takala et al., 2006). Indeed such divergent allele families are not observed when only the MSP-119 is considered.
In the case of P. vivax, however, the MSP-133 and MSP-119 fragments appear to be under different selective pressures than the ones just described in the homologous region in P. falciparum. We observed an excess of non-synonymous over synonymous substitutions in the MSP-133 and not in the MSP-119 ; in addition, we found that the Tajimas’s D and F* tests are significant and positive for MSP-133, which is expected under the scenario of balancing selection although it could be the result of population structure, a clear possibility given the origin of the sample analyzed. Nevertheless, when we studied the genetic variation in the MSP-133 and MSP-119 by using the McDonald and Kreitmant test against P. cynomolgi and P. inui we found an excess of non-synonymous substitutions in the P. vivax MSP-133 no matter which species we used to compare it with, suggesting that positive natural selection is operating in this fragment.
Our results support previous observations that P. vivax MSP-133 could play an important role in reticulocyte invasion (Espinosa et al., 2003; Rodriguez et al., 2002). However, the polymorphism in the P. vivax MSP-133 appears more complicated; indeed, there is a 105 bp fragment with high polymorphism located between regions where peptides with high specific binding activity (HSBA) to reticulocytes have been found (Espinosa et al., 2003; Rodriguez et al., 2002). These regions with HSBA are not only highly conserved among P. vivax isolates (n= 75) but also show more synonymous than non-synonymous substitutions when compared with P. cynomolgi (peptides 1735, 1738 and 1747 sensu Rodriguez et al 2002 have Ks of 0.30, 0.31 and 0.22 versus Kn of 0.16, 0.025, and 0.11 respectively) and a similar pattern is observed when compared with P. inui (peptides 1735, 1738 and 1747 sensu Rodriguez et al. 2002 have Ks of 0.29, 0.37, and 0.041 versus Kn of 0.17, 0.10, and 0.16 respectively) . This overall pattern indicates that these HSBA regions are under selective constraints to accumulate amino acid replacements; as a result, they could be a valuable target for a vaccine against P. vivax as has been suggested previously (Espinosa et al. 2003).
There is no information regarding the immunologic role played by the variation observed in P. vivax MSP-133. Elucidating whether it hampers effective natural immune responses against these conserved regions with HSBA to reticulocytes or whether it plays any other role requires further investigation. Nevertheless, it seems clear from this comparative analyses that we cannot simply extrapolate information derived from P. falciparum into P. vivax in the case of MSP-142.
In summary, we have investigated the genetic diversity of the sequence encoding the MSP-142 in the two major human malarial parasites. We found evidence supporting positive natural selection as an important factor in the maintenance and generation of the observed polymorphism. However, we describe how natural selection is acting differently in the MSP-133 and MSP-119 fragments of the MSP-142 in each of the two human malarial parasites. That is, our results suggest that these fragments, MSP-133 and MSP-119, could play different roles in each of the two human malarial parasites.
Acknowledgments
This research is supported by grants from the National Institutes of Health (R01 GM60740) to A.A.E. and from the Japanese Ministry of Education, Culture, Sports, Science and Technology (14021125) to K.T. We thank Andrea McCollum and two anonymous reviewers for their commentaries that improved this manuscript. The findings and conclusions in this report are those of the author(s) and do not necessarily represent the views of the Centers for Disease Control and Prevention.
Footnotes
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References
- Ahlborg N, Ling IT, Howard W, Holder AA, Riley EM. Protective immune responses to the 42-hilodalton (kDa) region of Plasmodium yoelii merozoite surface protein 1 are induced by the C-terminal 19-kDa region but not by large adjacent 33-kDa region. Infect Immun. 2002;70:820–825. doi: 10.1128/IAI.70.2.820-825.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Certa U, Rotmann D, Matile H, Reber-Liske R. A naturally occurring gene encoding the major surface antigen precursor p190 of Plasmodium falciparum lacks tripeptide repeats. EMBO J. 1987;6:4137–4142. doi: 10.1002/j.1460-2075.1987.tb02759.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chang SP, Kramer KJ, Yamaga KM, Kato A, Case SE, Siddiqui WA. Plasmodium falciparum: Gene structure and hydropathy profile of the major merozoite surface antigen (gp195) of the Uganda-Palo Alto isolate. Exp Parasitol. 1988;67:1–11. doi: 10.1016/0014-4894(88)90002-1. [DOI] [PubMed] [Google Scholar]
- Coatney GR, Collins WE, Warren M, Contacos PG. The Primate Malarias. U.S. Government Printing Office; 1971. [Google Scholar]
- Conway DJ, Cavanagh DR, Tanabe K, Roper C, Mikes ZS, Sakihama N, Bojang KA, Oduola AM, Kremsner PG, Arnot DE, Greenwood BM, McBride JS. A principal target of human immunity to malaria identified by molecular population genetic and immunological analyses. Nat Med. 2000;6:689–692. doi: 10.1038/76272. [DOI] [PubMed] [Google Scholar]
- Drakeley CJ, Corran PH, Coleman PG, Tongren JE, McDonald SL, Carneiro I, Malima R, Lusingu J, Manjurano A, Nkya WM, Lemnge MM, Cox J, Reyburn H, Riley EM. Estimating medium- and long-term trends in malaria transmission by using serological markers of malaria exposure. Proc Natl Acad Sci U S A. 2005;102:5108–5113. doi: 10.1073/pnas.0408725102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Escalante AA, Lal AA, Ayala FJ. Genetic Polymorphism and Natural Selection in the Malaria Parasite Plasmodium falciparum. Genetics. 1998;149:189–202. doi: 10.1093/genetics/149.1.189. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Escalante AA, Cornejo OE, Rojas A, Udhayakumar V, Lal AA. Assessing natural selection in malarial parasites. Trends Parasitol. 2004;20:388–395. doi: 10.1016/j.pt.2004.06.002. [DOI] [PubMed] [Google Scholar]
- Escalante AA, Cornejo OE, Freeland DE, Poe AC, Durrego E, Collins WE, Lal AA. A monkey's tale: The origin of Plasmodium vivax as a human malaria parasite. Proc Nat Acad Sci USA. 2005;102:1980–1985. doi: 10.1073/pnas.0409652102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Espinosa AM, Sierra AY, Barrero CA, Cepeda LA, Cantor EM, Lombo TB, Guzman F, Avila SJ, Patarroyo MA. Expression, polymorphism analysis, reticulocyte binding and serological reactivity of two Plasmodium vivax MSP-1 protein recombinant fragments. Vaccine. 2003;21:1033–1043. doi: 10.1016/s0264-410x(02)00660-6. [DOI] [PubMed] [Google Scholar]
- Fu YX, Li WH. Statistical tests of neutrality of mutations. Genetics. 1993;133:693–709. doi: 10.1093/genetics/133.3.693. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Good MF, Stanisic D, Xu H, Elliott S, Wykes M. The immunological challenge to developing a vaccine to the blood stages of malaria parasites. Immunol Rev. 2004;201:254–267. doi: 10.1111/j.0105-2896.2004.00178.x. [DOI] [PubMed] [Google Scholar]
- Han HJ, Park SG, Kim SH, Hwang SY, Han J, Traicoff J, Kho WG, Chung JY. Epidermal growth factor-like motifs 1 and 2 of Plasmodium vivax merozoite surface protein 1 are critical domains in erythrocyte invasion. Biochem Biophys Res Commun. 2004;320:563–570. doi: 10.1016/j.bbrc.2004.06.008. [DOI] [PubMed] [Google Scholar]
- Holder AA, Freeman RR. Biosynthesis and processing of a Plasmodium falciparum schizont antigen recognized by immune serum and a monoclonal antibody. J Exp Med. 1982;156:1528–1538. doi: 10.1084/jem.156.5.1528. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hudson RR, Kaplan NL. Statistical properties of the number of recombination events in the history of a sample of DNA sequences. Genetics. 1985;111:147–164. doi: 10.1093/genetics/111.1.147. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hughes AL. Positive selection and intrallelic recombination at the merozoite surface antigen-1 (MSA-1) locus of Plasmodium falciparum. Mol Biol Evol. 1992;9:381–393. doi: 10.1093/oxfordjournals.molbev.a040730. [DOI] [PubMed] [Google Scholar]
- Hughes MK, Hughes AL. Natural selection on Plasmodium surface proteins. Mol Biochem Parasitol. 1995;71:99–113. doi: 10.1016/0166-6851(95)00037-2. [DOI] [PubMed] [Google Scholar]
- Jongwutiwes S, Tanabe K, Nakazawa S, Yanagi T, Kanbara H. Sequence variation in the tripeptide repeats and T cell epitopes in P190 (MSA-1) of Plasmodium falciparum from field isolates. Mol Biochem Parasitol. 1992;51:81–89. doi: 10.1016/0166-6851(92)90203-v. [DOI] [PubMed] [Google Scholar]
- Jongwutiwes S, Tanabe K, Kanbara H. Sequence conservation in the C-terminal part of the precursor to the major merozoite surface proteins (MSP-1) of Plasmodium falciparum from field isolates. Mol Biochem Parasitol. 1993;59:95–100. doi: 10.1016/0166-6851(93)90010-u. [DOI] [PubMed] [Google Scholar]
- Joy DA, Feng X, Mu J, Furuya T, Chotivanich K, Krettli AU, Ho M, Wang A, White NJ, Suh E, Beerli P, Su XZ. Early origin and recent expansion of Plasmodium falciparum. Science. 2003;300:318–321. doi: 10.1126/science.1081449. [DOI] [PubMed] [Google Scholar]
- Kumar S, Tamura K, Jakobsen IB, Nei M. MEGA2: molecular evolutionary genetics analysis software. Bioinformatics. 2001;17:1244–1245. doi: 10.1093/bioinformatics/17.12.1244. [DOI] [PubMed] [Google Scholar]
- Kumar SV, Ranjan S, Saxena V, Rajesh V, Roy SK, Kochar D, Ranjan A, Das A. Plasmodium falciparum: Genetic diversity of C-terminal region of MSP-1 in isolates from Indian sub-continent. Exp Parasitol. 2005;110:384–388. doi: 10.1016/j.exppara.2005.03.027. [DOI] [PubMed] [Google Scholar]
- Li WH. Unbiased estimation of the rates of synonymous and nonsynonymous substitution. J Mol Evol. 1993;36:96–99. doi: 10.1007/BF02407308. [DOI] [PubMed] [Google Scholar]
- Miller LH, Roberts T, Shahabuddin M, McCutchan T. Analysis of sequence diversity in the Plasmodium falciparum merozoite surface protein-1 (MSP-1) Mol Biochem Parasitol. 1993;59:1–14. doi: 10.1016/0166-6851(93)90002-f. [DOI] [PubMed] [Google Scholar]
- Nei M. Molecular Evolutionary Genetics. Columbia University Press; 1987. [Google Scholar]
- Nei M, Gojobori T. Simple methods for estimating the numbers of synonymous and nonsynonymous nucleotide substitutions. Mol Biol Evol. 1986;3:418–426. doi: 10.1093/oxfordjournals.molbev.a040410. [DOI] [PubMed] [Google Scholar]
- Nei M, Kumar S. Molecular Evolution and Phylogenetics. Oxford University Press; 2000. [Google Scholar]
- O'Donnell RA, Saul A, Cowman AF, Crabb BS. Functional conservation of the malaria vaccine antigen MSP-119 across distantly related Plasmodium species. Nat Med. 2000;6:91–95. doi: 10.1038/71595. [DOI] [PubMed] [Google Scholar]
- Okech BA, Corran PH, Todd J, Joynson-Hicks A, Uthaipibull C, Egwang TG, Holder AA, Riley EM. Fine specificity of serum antibodies to Plasmodium falciparum merozoite surface protein, PfMSP-1(19), predicts protection from malaria infection and high-density parasitemia. Infect Immun. 2004;72:1557–1567. doi: 10.1128/IAI.72.3.1557-1567.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pan W, Tolle R, Bujard H. A direct and rapid sequencing strategy for the Plasmodium falciparum antigen gene gp190/MSA1. Mol Biochem Parasitol. 1995;73:241–244. doi: 10.1016/0166-6851(95)00094-h. [DOI] [PubMed] [Google Scholar]
- Polley SD, Weedall GD, Thomas AW, Golightly LM, Conway DJ. Orthologous gene sequences of merozoite surface protein 1 (MSP1) from Plasmodium reichenowi and P. gallinaceum confirm an ancient divergence of P. falciparum alleles. Mol Biochem Parasitol. 2005;142:25–31. doi: 10.1016/j.molbiopara.2005.02.012. [DOI] [PubMed] [Google Scholar]
- Putaporntip C, Jongwutiwes S, Seethamchai S, Kanbara H, Tanabe K. Intragenic recombination in the 3' portion of the merozoite surface protein 1 gene of Plasmodium vivax. Mol Biochem Parasitol. 2000;109:111–119. doi: 10.1016/s0166-6851(00)00238-3. [DOI] [PubMed] [Google Scholar]
- Putaporntip C, Jongwutiwes S, Sakihama N, Ferreira MU, Kho WG, Kaneko A, Kanbara H, Hattori T, Tanabe K. Mosaic organization and heterogeneity in frequency of allelic recombination of the Plasmodium vivax merozoite surface protein-1 locus. Proc Natl Acad Sci U S A. 2002;99:16348–16353. doi: 10.1073/pnas.252348999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Putaporntip C, Jongwutiwes S, Iwasaki T, Kanbara H, Hughes AL. Ancient common ancestry of the merozoite surface protein 1 of Plasmodium vivax as inferred from its homologue in Plasmodium knowlesi. Mol Biochem Parasitol. 2006;146:105–108. doi: 10.1016/j.molbiopara.2005.11.001. [DOI] [PubMed] [Google Scholar]
- Qari SH, Shi YP, Goldman IF, Nahlen BL, Tibayrenc M, Lal AA. Predicted and observed alleles of Plasmodium falciparum merozoite surface protein –1 (MSP-1), a potential malaria vaccine antigen. Mol Biochem Parasitol. 1998;92:241–252. doi: 10.1016/s0166-6851(98)00010-3. [DOI] [PubMed] [Google Scholar]
- Rodríguez LE, Urquiza M, Ocampo M, Curtidor H, Suarez J, Garcia J, Vera R, Puentes A, Lopez R, Pinto M, Rivera Z, Patarroyo ME. Plasmodium vivax MSP-1 peptides have high specific binding activity to human reticulocytes. Vaccine. 2002;20:1331–1339. doi: 10.1016/s0264-410x(01)00472-8. [DOI] [PubMed] [Google Scholar]
- Rozas J, Sanchez-DelBarrio JC, Messeguer X, Rozas R. DnaSP, DNA polymorphism analyses by the coalescent and other methods. Bioinformatics. 2003;19:2496–2497. doi: 10.1093/bioinformatics/btg359. [DOI] [PubMed] [Google Scholar]
- Sachdeva S, Ahmad G, Malhotra P, Mukherjee P, Chauhan VS. Comparison of immunogenicities of recombinant Plasmodium vivax merozoite surface protein 1 19- and 42-kiloDalton fragments expressed in Escherichia coli. Infect Immun. 2004;72:5775–5782. doi: 10.1128/IAI.72.10.5775-5782.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Saitou N, Nei M. The neighbor-joining method: a new method for reconstructing phylogenetic trees. Mol Biol Evol. 1987;4:406–425. doi: 10.1093/oxfordjournals.molbev.a040454. [DOI] [PubMed] [Google Scholar]
- Shi YP, Sayed U, Qari SH, Roberts JM, Udhayakumar V, Oloo AJ, Hawley WA, Kaslow DC, Nahlen BL, Lal AA. Natural immune response to the C-terminal 19-kilodalton domain of Plasmodium falciparum merozoite surface protein 1. Infect Immun. 1996;64:2716–2723. doi: 10.1128/iai.64.7.2716-2723.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Snounou G, White NJ. The co-existence of Plasmodium: sidelights from falciparum and vivax malaria in Thailand. Trends Parasitol. 2004;20:333–339. doi: 10.1016/j.pt.2004.05.004. [DOI] [PubMed] [Google Scholar]
- Stanisic DI, Martin LB, Gatton ML, Good MF. Inhibition of 19-kDa C-terminal region of merozoite surface protein-1-specific antibody responses in neonatal pups by maternally derived 19-kDa C-terminal region of merozoite surface protein-1-specific antibodies but not whole parasite-specific antibodies. J Immunol. 2004;172:5570–5581. doi: 10.4049/jimmunol.172.9.5570. [DOI] [PubMed] [Google Scholar]
- Takala SL, Escalante AA, Branch OH, Kariuki S, Biswas S, Chaiyaroj SC, Lal AA. Genetic diversity in the Block 2 region of the merozoite surface protein 1 (MSP-1) of Plasmodium falciparum: Additional complexity and selection and convergence in fragment size polymorphism. Infect Genet Evol. 2006;6:417–424. doi: 10.1016/j.meegid.2006.01.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tanabe K, Mackay M, Goman M, Scaife JG. Allelic dimorphism in a surface antigen gene of the malaria parasite Plasmodium falciparum. J Mol Biol. 1987;195:273–287. doi: 10.1016/0022-2836(87)90649-8. [DOI] [PubMed] [Google Scholar]
- Tolle R, Bujard H, Cooper JA. Plasmodium falciparum: variations within the C-terminal region of merozoite surface antigen-1. Exp Parasitol. 1995;81:47–54. doi: 10.1006/expr.1995.1091. [DOI] [PubMed] [Google Scholar]
- Tanabe K, Sakihama N, Nakamura Y, Kaneko O, Kimura M, Ferreira MU, Hirayama K. Selection and drift on polymorphisms within the merozoite surface protein-1 gene of Plasmodium falciparum. Gene. 2000;241:342–331. doi: 10.1016/s0378-1119(99)00472-2. [DOI] [PubMed] [Google Scholar]
- Tanabe K, Sakihama N, Kaneko A. Stable SNPs in malaria antigen genes in isolated populations. Science. 2004;303:493. doi: 10.1126/science.1092077. [DOI] [PubMed] [Google Scholar]
- Udhayakumar V, Anyona D, Kariuki S, Shi YP, Bloland PB, Branch OH, Weiss W, Nahlen BL, Kaslow DC, Lal AA. Identification of T and B cell epitopes recognized by humans in the C-terminal 42-kDa domain of the Plasmodium falciparum merozoite surface protein (MSP)-1. J Immunol. 1995;154:6022–6030. [PubMed] [Google Scholar]
- Weber JL, Sim BK, Lyon JA, Wolf R. Merozoite surface protein sequence from the Camp strain of the human malaria parasite Plasmodium falciparum. Nucleic Acids Res. 1988;16:1206. doi: 10.1093/nar/16.3.1206. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang C, Collins WE, Sullivan JS, Kaslow DC, Xiao L, Lal AA. Partial protection against Plasmodium vivax blood-stage infection in Saimiri monkeys by immunization with a recombinant C-terminal fragment of merozoite surface protein 1 in block copolymer adjuvant. Infect Immun. 1999;67:342–349. doi: 10.1128/iai.67.1.342-349.1999. [DOI] [PMC free article] [PubMed] [Google Scholar]