1
|
Ruybal-Pesántez S, Tiedje KE, Rorick MM, Amenga-Etego L, Ghansah A, R. Oduro A, Koram KA, Day KP. Lack of Geospatial Population Structure Yet Significant Linkage Disequilibrium in the Reservoir of Plasmodium falciparum in Bongo District, Ghana. Am J Trop Med Hyg 2017; 97:1180-1189. [PMID: 28722587 PMCID: PMC5637601 DOI: 10.4269/ajtmh.17-0119] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Accepted: 05/22/2017] [Indexed: 11/07/2022] Open
Abstract
Malaria control in West Africa is impeded by the large reservoir of chronic asymptomatic Plasmodium falciparum infections in the human population. This study aimed to assess the extent of diversity in the P. falciparum reservoir in Bongo District (BD), Ghana, at the end of the dry season, the lowest point in malaria transmission over the course of the year. Analysis of the variation in 12 microsatellite loci was completed for 200 P. falciparum isolates collected from a cross-sectional survey of residents of all ages from two catchment areas in BD. Analysis of the multilocus haplotypes showed high levels of genetic diversity (He = 0.74), no population differentiation yet significant linkage disequilibrium (LD) (ISA = 0.0127, P = 0.006) in BD. Multilocus LD was significant between and within catchment areas even though every haplotype in the population was unique and the majority of individuals (84.0%) harbored multiple-clone infections. The linkage structure among multilocus haplotypes was not associated with sampling location. These data provide the first study with deep sampling of the P. falciparum reservoir in an area of seasonal malaria transmission in West Africa. The co-occurrence of high multiplicity of infection (multiple-clone infections) with significant multilocus LD is surprising given the likelihood of high recombination rates in BD. The results suggest that the linkage structure among multilocus haplotypes has not been shaped by geographic separation of parasite populations. Furthermore, the observed LD levels provide a baseline population genetic metric with putatively neutral markers to evaluate the effects of seasonality and malaria control efforts in BD.
Collapse
Affiliation(s)
- Shazia Ruybal-Pesántez
- School of BioSciences, Bio21 Institute/The University of Melbourne, Melbourne, Australia
- Department of Microbiology, New York University, New York, New York
| | - Kathryn E. Tiedje
- School of BioSciences, Bio21 Institute/The University of Melbourne, Melbourne, Australia
- Department of Microbiology, New York University, New York, New York
| | - Mary M. Rorick
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, Michigan
- Howard Hughes Medical Institute, Ann Arbor, Michigan
- Department of Ecology and Evolution, University of Chicago, Chicago, Illinois
| | | | - Anita Ghansah
- Noguchi Memorial Institute for Medical Research, University of Ghana, Legon, Ghana
| | | | - Kwadwo A. Koram
- Noguchi Memorial Institute for Medical Research, University of Ghana, Legon, Ghana
| | - Karen P. Day
- School of BioSciences, Bio21 Institute/The University of Melbourne, Melbourne, Australia
- Department of Microbiology, New York University, New York, New York
| |
Collapse
|
2
|
Fernandes AP, Canavaci AMC, McCall LI, Matlashewski G. A2 and other visceralizing proteins of Leishmania: role in pathogenesis and application for vaccine development. Subcell Biochem 2014; 74:77-101. [PMID: 24264241 DOI: 10.1007/978-94-007-7305-9_3] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Visceral leishmaniasis is a re-emergent disease and a significant cause of morbidity worldwide. Amongst the more than 20 Leishmania species, Leishmania donovani, Leishmania infantum and more rarely Leishmania amazonensis are associated with visceral leishmaniasis. A major question in leishmaniasis research is how these species migrate to and infect visceral organs whereas other species such as Leishmania major and Leishmania braziliensis remain in the skin, causing tegumentary leishmaniasis. Here we present the more recent advances and approaches towards the identification of species-specific visceralizing factors of Leishmania, such as the A2 protein, leading to a better understanding of parasite biology. We also discuss their potential use for the development of a vaccine for visceral leishmaniasis.
Collapse
Affiliation(s)
- Ana Paula Fernandes
- Faculdade de Farmácia, Universidade Federal de Minas Gerais, Campus Pampulha, Av. Antônio Carlos 6627, Belo Horizonte, Minas Gerais, 31270901, Brazil,
| | | | | | | |
Collapse
|
3
|
Barry AE, Schultz L, Buckee CO, Reeder JC. Contrasting population structures of the genes encoding ten leading vaccine-candidate antigens of the human malaria parasite, Plasmodium falciparum. PLoS One 2009; 4:e8497. [PMID: 20041125 PMCID: PMC2795866 DOI: 10.1371/journal.pone.0008497] [Citation(s) in RCA: 84] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2009] [Accepted: 12/07/2009] [Indexed: 11/21/2022] Open
Abstract
The extensive diversity of Plasmodium falciparum antigens is a major obstacle to a broadly effective malaria vaccine but population genetics has rarely been used to guide vaccine design. We have completed a meta-population genetic analysis of the genes encoding ten leading P. falciparum vaccine antigens, including the pre-erythrocytic antigens csp, trap, lsa1 and glurp; the merozoite antigens eba175, ama1, msp's 1, 3 and 4, and the gametocyte antigen pfs48/45. A total of 4553 antigen sequences were assembled from published data and we estimated the range and distribution of diversity worldwide using traditional population genetics, Bayesian clustering and network analysis. Although a large number of distinct haplotypes were identified for each antigen, they were organized into a limited number of discrete subgroups. While the non-merozoite antigens showed geographically variable levels of diversity and geographic restriction of specific subgroups, the merozoite antigens had high levels of diversity globally, and a worldwide distribution of each subgroup. This shows that the diversity of the non-merozoite antigens is organized by physical or other location-specific barriers to gene flow and that of merozoite antigens by features intrinsic to all populations, one important possibility being the immune response of the human host. We also show that current malaria vaccine formulations are based upon low prevalence haplotypes from a single subgroup and thus may represent only a small proportion of the global parasite population. This study demonstrates significant contrasts in the population structure of P. falciparum vaccine candidates that are consistent with the merozoite antigens being under stronger balancing selection than non-merozoite antigens and suggesting that unique approaches to vaccine design will be required. The results of this study also provide a realistic framework for the diversity of these antigens to be incorporated into the design of next-generation malaria vaccines.
Collapse
Affiliation(s)
- Alyssa E Barry
- Centre for Population Health, Burnet Institute, Melbourne, Australia.
| | | | | | | |
Collapse
|
4
|
Hayton K, Su XZ. Drug resistance and genetic mapping in Plasmodium falciparum. Curr Genet 2008; 54:223-39. [PMID: 18802698 DOI: 10.1007/s00294-008-0214-x] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2008] [Revised: 08/27/2008] [Accepted: 08/28/2008] [Indexed: 11/30/2022]
Abstract
Drug resistance in malaria parasites is a serious public health burden, and resistance to most of the antimalarial drugs currently in use has been reported. A better understanding of the molecular mechanisms of drug resistance is urgently needed to slow or circumvent the spread of resistance, to allow local treatments to be deployed more effectively to prolong the life span of the current drugs, and to develop new drugs. Although mutations in genes determining resistance to drugs such as chloroquine and the antifolates have been identified, we still do not have a full understanding of the resistance mechanisms, and genes that contribute to resistance to many other drugs remain to be discovered. Genetic mapping is a powerful tool for the identification of mutations conferring drug resistance in malaria parasites because most drug-resistant phenotypes were selected within the past 60 years. High-throughput methods for genotyping large numbers of single nucleotide polymorphisms (SNPs) and microsatellites (MSs) are now available or are being developed, and genome-wide association studies for malaria traits will soon become a reality. Here we discuss strategies and issues related to mapping genes contributing to drug resistance in the human malaria parasite Plasmodium falciparum.
Collapse
Affiliation(s)
- Karen Hayton
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, 9000 Rockville Pike, Bethesda, MD 20892, USA.
| | | |
Collapse
|
5
|
Anthony TG, Polley SD, Vogler AP, Conway DJ. Evidence of non-neutral polymorphism in Plasmodium falciparum gamete surface protein genes Pfs47 and Pfs48/45. Mol Biochem Parasitol 2007; 156:117-23. [PMID: 17826852 DOI: 10.1016/j.molbiopara.2007.07.008] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2006] [Revised: 07/12/2007] [Accepted: 07/13/2007] [Indexed: 11/28/2022]
Abstract
Targeted disruption of particular members of the Plasmodium 6-cys protein gene family, including Ps47, Ps48/45 and Ps230, is known to dramatically affect parasite fertility. Because loci critical to fertility in many eukaryote species have been shown to be under strong positive selection, we examined sequence variation in four members of the 6-cys protein gene family in Plasmodium falciparum (Pfs36, Pfs38, Pfs47 and Pfs48/45) to determine whether genetic variation in these loci may be of functional significance. Sequence polymorphism among 11 laboratory isolates of P. falciparum was compared with divergence from the respective orthologues in the closely related species P. reichenowi, showing an almost significant skew towards within-species non-synonymous polymorphism in Pfs47 and Pfs48/45 (by the McDonald-Kreitman test) but clearly non-significant results for Pfs36 and Pfs38. A preliminary analysis of Pfs47 sequence polymorphism in field isolates of P. falciparum showed exceptionally high fixation indices (F(ST)) among geographically distinct populations, similar to results seen previously for Pfs48/45. Therefore, both Pfs47 and Pfs48/45 were further analysed by sequencing polymorphic parts of the genes from a Tanzanian population sample of oocysts (a means of analysing diploid genotypes). Both genes displayed higher inbreeding coefficients (F(IS)) compared with the average of 11 unlinked microsatellite loci. These results suggest that allelic variation in these two genes may be functionally significant in influencing mating interactions, a hypothesis that could be tested by fertilization experiments with targeted allelic replacement.
Collapse
Affiliation(s)
- Thomas G Anthony
- Department of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel St., London WC1E 7HT, UK.
| | | | | | | |
Collapse
|
6
|
Osorio L, Todd J, Pearce R, Bradley DJ. The role of imported cases in the epidemiology of urban Plasmodium falciparum malaria in Quibdó, Colombia. Trop Med Int Health 2007; 12:331-41. [PMID: 17313504 DOI: 10.1111/j.1365-3156.2006.01791.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To assess the role of imported cases in the local epidemiology of malaria and population genetics of Plasmodium falciparum in an urban endemic area in Colombia. METHOD A total of 679 P. falciparum cases presenting in the city were interviewed, mapped, and genotyped using msp1 and msp2 molecular markers. RESULTS Among the cases, 75% were classified as imported and harboured single-clone infections. The P. falciparum parasite population had low genetic diversity with a preponderant haplotype (mean genetic diversity H = 0.36), even when microsatellite markers were used (H = 0.49), partly because of the small scale at which population movement was studied. Nevertheless, indigenous and potentially introduced cases were identified. CONCLUSION Migration is a confounder in planning malaria control in this endemic urban area. Longitudinal studies which monitor the P. falciparum population in imported and autochthonous cases at larger spatial scales would be necessary to study the effect of population movement on malaria transmission and, with suitable molecular markers, on the spread of drug resistance.
Collapse
Affiliation(s)
- L Osorio
- International Center for Medical Research and Training, Cali, Colombia.
| | | | | | | |
Collapse
|
7
|
Pearce JA, Triglia T, Hodder AN, Jackson DC, Cowman AF, Anders RF. Plasmodium falciparum merozoite surface protein 6 is a dimorphic antigen. Infect Immun 2004; 72:2321-8. [PMID: 15039357 PMCID: PMC375173 DOI: 10.1128/iai.72.4.2321-2328.2004] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Merozoite surface protein 1 (MSP1) is a highly polymorphic Plasmodium falciparum merozoite surface protein implicated in the invasion of human erythrocytes during the asexual cycle. It forms a complex with MSP6 and MSP7 on the merozoite surface, and this complex is released from the parasite around the time of erythrocyte invasion. MSP1 and many other merozoite surface proteins contain dimorphic elements in their protein structures, and here we show that MSP6 is also dimorphic. The sequences of eight MSP6 genes indicate that the alleles of each dimorphic form of MSP6 are highly conserved. The smaller 3D7-type MSP6 alleles are detected in parasites from all malarious regions of the world, whereas K1-type MSP6 alleles have only been detected in parasites from mainland Southeast Asia. Cleavage of MSP6, which produces the p36 fragment in 3D7-type MSP6 and associates with MSP1, also occurs in K1-type MSP6 but at a different site in the protein. Anti-3D7 MSP6 antibodies weakly inhibited erythrocyte invasion by homologous 3D7 merozoites but did not inhibit a parasite line expressing the K1-type MSP6 allele. Antibodies from hyperimmune individuals affinity purified on an MSP3 peptide cross-reacted with MSP6; therefore, MSP6 may also be a target of antibody-dependent cellular inhibition.
Collapse
Affiliation(s)
- J Andrew Pearce
- Infection and Immunity Division, The Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria 3050, Australia.
| | | | | | | | | | | |
Collapse
|
8
|
Abstract
Immune responses that kill pathogens or reduce their reproductive rate are generally important in protecting hosts from infection and disease. Pathogens that escape the full impact of such responses will survive, and any heritable genetic basis of this evasion will be selected. Due to the memory component of vertebrate immune responses, pathogens with rare alleles of a target antigen can have an advantage over those with common alleles, leading to the maintenance of a polymorphism. At the genetic level, there ought to be detectable signatures of balancing selection in the genes encoding these antigens. Here, methods for identifying these selective signatures are reviewed. Their practical utility for identifying which antigens are targets of protective immune responses is discussed.
Collapse
Affiliation(s)
- D J Conway
- Department of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel St, London WC1E 7HT.
| | | |
Collapse
|
9
|
Black CG, Coppel RL. Synonymous and non-synonymous mutations in a region of the Plasmodium chabaudi genome and evidence for selection acting on a malaria vaccine candidate. Mol Biochem Parasitol 2000; 111:447-51. [PMID: 11163451 DOI: 10.1016/s0166-6851(00)00320-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- C G Black
- Department of Microbiology, Monash University, Vic, Australia
| | | |
Collapse
|
10
|
Conway DJ, Fanello C, Lloyd JM, Al-Joubori BM, Baloch AH, Somanath SD, Roper C, Oduola AM, Mulder B, Povoa MM, Singh B, Thomas AW. Origin of Plasmodium falciparum malaria is traced by mitochondrial DNA. Mol Biochem Parasitol 2000; 111:163-71. [PMID: 11087926 DOI: 10.1016/s0166-6851(00)00313-3] [Citation(s) in RCA: 112] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
The origin and geographical spread of Plasmodium falciparum is here determined by analysis of mitochondrial DNA sequence polymorphism and divergence from its most closely related species P. reichenowi (a rare parasite of chimpanzees). The complete 6 kb mitochondrial genome was sequenced from the single known isolate of P. reichenowi and from four different cultured isolates of P. falciparum, and aligned with the two previously derived P. falciparum sequences. The extremely low synonymous nucleotide polymorphism in P. falciparum (pi=0.0004) contrasts with the divergence at such sites between the two species (kappa=0.1201), and supports a hypothesis that P. falciparum has recently emerged from a single ancestral population. To survey the geographical distribution of mitochondrial haplotypes in P. falciparum, 104 isolates from several endemic areas were typed for each of the identified single nucleotide polymorphisms. The haplotypes show a radiation out of Africa, with unique types in Southeast Asia and South America being related to African types by single nucleotide changes. This indicates that P. falciparum originated in Africa and colonised Southeast Asia and South America separately.
Collapse
Affiliation(s)
- D J Conway
- Department of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel St, London WC1E 7HT, UK.
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
11
|
Anderson TJ, Haubold B, Williams JT, Estrada-Franco JG, Richardson L, Mollinedo R, Bockarie M, Mokili J, Mharakurwa S, French N, Whitworth J, Velez ID, Brockman AH, Nosten F, Ferreira MU, Day KP. Microsatellite markers reveal a spectrum of population structures in the malaria parasite Plasmodium falciparum. Mol Biol Evol 2000; 17:1467-82. [PMID: 11018154 DOI: 10.1093/oxfordjournals.molbev.a026247] [Citation(s) in RCA: 573] [Impact Index Per Article: 23.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Multilocus genotyping of microbial pathogens has revealed a range of population structures, with some bacteria showing extensive recombination and others showing almost complete clonality. The population structure of the protozoan parasite Plasmodium falciparum has been harder to evaluate, since most studies have used a limited number of antigen-encoding loci that are known to be under strong selection. We describe length variation at 12 microsatellite loci in 465 infections collected from 9 locations worldwide. These data reveal dramatic differences in parasite population structure in different locations. Strong linkage disequilibrium (LD) was observed in six of nine populations. Significant LD occurred in all locations with prevalence <1% and in only two of five of the populations from regions with higher transmission intensities. Where present, LD results largely from the presence of identical multilocus genotypes within populations, suggesting high levels of self-fertilization in populations with low levels of transmission. We also observed dramatic variation in diversity and geographical differentiation in different regions. Mean heterozygosities in South American countries (0.3-0.4) were less than half those observed in African locations (0. 76-0.8), with intermediate heterozygosities in the Southeast Asia/Pacific samples (0.51-0.65). Furthermore, variation was distributed among locations in South America (F:(ST) = 0.364) and within locations in Africa (F:(ST) = 0.007). The intraspecific patterns of diversity and genetic differentiation observed in P. falciparum are strikingly similar to those seen in interspecific comparisons of plants and animals with differing levels of outcrossing, suggesting that similar processes may be involved. The differences observed may also reflect the recent colonization of non-African populations from an African source, and the relative influences of epidemiology and population history are difficult to disentangle. These data reveal a range of population structures within a single pathogen species and suggest intimate links between patterns of epidemiology and genetic structure in this organism.
Collapse
Affiliation(s)
- T J Anderson
- Wellcome Trust Centre for the Epidemiology of Infectious Disease, Department of Zoology, University of Oxford, Oxford, England.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|