Acknowledgement
This work was supported by the National Research Foundation of Korea (NRF) grant (NRF-2024M3A9H5043141).
References
- World Health Organization. World Malaria Report 2022. World Health Organization. Geneva, Switzerland. 2022. https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2022
- Richards JS, Beeson JG. The future for blood-stage vaccines against malaria. Immunol Cell Biol 2009;87(5):377-390. https://doi.org/10.1038/icb.2009.27
- Florens L, Washburn MP, Raine JD, Anthony RM, Grainger M, et al. A proteomic view of the Plasmodium falciparum life cycle. Nature 2002;419(6906):520-526. https://doi.org/10.1038/nature01107
- Takala SL, Coulibaly D, Thera MA, Batchelor AH, Cummings MP, et al. Extreme polymorphism in a vaccine antigen and risk of clinical malaria: implications for vaccine development. Sci Transl Med 2009;1(2):2ra5. https://doi.org/10.1126/scitranslmed.3000257
- Escalante AA, Lal AA, Ayala FJ. Genetic polymorphism and natural selection in the malaria parasite Plasmodium falciparum. Genetics 1998;149(1):189-202. https://doi.org/10.1093/genetics/149.1.189
- Healer J, Crawford S, Ralph S, McFadden G, Cowman AF. Independent translocation of two micronemal proteins in developing Plasmodium falciparum merozoites. Infect Immun 2002;70(10):5751-5758. https://doi.org/10.1128/IAI.70.10.5751-5758.2002
- Silvie O, Franetich JF, Charrin S, Mueller MS, Siau A, et al. A role for apical membrane antigen 1 during invasion of hepatocytes by Plasmodium falciparum sporozoites. J Biol Chem 2004;279(10):9490-9496. https://doi.org/10.1074/jbc.M311331200
- Hodder AN, Crewther PE, Matthew ML, Reid GE, Moritz RL, et al. The disulfide bond structure of Plasmodium apical membraneantigen-1. J Biol Chem 1996;271:29446-29452. https://doi.org/10.1074/jbc.271.46.29446
- Udhayakumar V, Kariuki S, Kolczack M, Girma M, Roberts JM, et al. Longitudinal study of natural immune responses to the Plasmodium falciparum apical membrane antigen (AMA1) in a holoendemic region of malaria in western Kenya: Asembo Bay Cohort Project VIII. Am J Trop Med Hyg 2001;65(2):100-107. https://doi.org/10.4269/ajtmh.2001.65.100
- Moncunill G, Aponte JJ, Nhabomba AJ, Dobano C. Performance of multiplex commercial kits to quantify cytokine and chemokine responses in culture supernatants from Plasmodium falciparum stimulations. PLoS One 2013;8(1):e52587. https://doi.org/10.1371/journal.pone.0052587
- Rodrigues MH, Rodrigues KM, Oliveira TR, Comodo AN, Rodrigues MM, et al. Antibody response of naturally infected individuals to recombinant Plasmodium vivax apical membrane antigen-1. Int J Parasitol 2005;35(2):185-192. https://doi.org/10.1016/j.ijpara.2004.11.003
- Gentil EC, Damgaard A, Hauschild M, Finnveden G, Eriksson O, et al. Models for waste life cycle assessment: review of technical assumptions. Waste Manag 2010;30(12):2636-2648. https://doi.org/10.1016/j.wasman.2010.06.004
- Remarque EJ, Faber BW, Kocken CH, Thomas AW. Apical membrane antigen 1: a malaria vaccine candidate in review. Trends Parasitol 2008;24(2):74-84. https://doi.org/10.1016/j.pt.2007.12.002
- Thera MA, Coulibaly D, Kone AK, Guindo AB, Traore K, et al. Phase 1 randomized controlled trial to evaluate the safety and immunogenicity of recombinant Pichia pastoris-expressed Plasmodium falciparum apical membrane antigen 1 (PfAMA1-FVO [25-545]) in healthy Malian adults in Bandiagara. Malar J 2016;15(1):442. https://doi.org/10.1186/s12936-016-1466-4
- Volkman SK, Neafsey DE, Schaffner SF, Park DJ, Wirth DF. Harnessing genomics and genome biology to understand malaria biology. Nat Rev Genet 2012;13(5):315-328. https://doi.org/10.1038/nrg3187
- Khan MI, Qureshi H, Bae SJ, Khattak AA, Anwar MS, et al. Malaria prevalence in Pakistan: a systematic review and metaanalysis (2006-2021). Heliyon 2023;9(4):e15373. https://doi.org/10.1016/j.heliyon.2023.e15373
- Afridi SG, Irfan M, Ahmad H, Aslam M, Nawaz M, et al. Population genetic structure of domain I of apical membrane antigen-1 in Plasmodium falciparum isolates from Hazara division of Pakistan. Malar J 2018;17(1):389. https://doi.org/10.1186/s12936-018-2539-3
- Kang JM, Lee J, Moe M, Jun H, Le HG, et al. Population genetic structure and natural selection of Plasmodium falciparum apical membrane antigen-1 in Myanmar isolates. Malar J 2018;17(1):71. https://doi.org/10.1186/s12936-018-2215-7
- Kang JM, Le HG, Vo TC, Naw H, Yoo WG, et al.Genetic polymorphism and natural selection of apical membrane antigen-1 in Plasmodium falciparum isolates from Vietnam. Genes (Basel) 2021;12(12):1903. https://doi.org/10.3390/genes12121903
- Tamura K, Stecher G, Peterson D, Filipski A, Kumar S. MEGA6: molecular evolutionary genetics analysis version 6.0. Mol Biol Evol 2013;30(12):2725-2729. https://doi.org/10.1093/molbev/mst197
- Rozas J, Ferrer-Mata A, Sanchez-DelBarrio JC, Guirao-Rico S, Librado P, et al. DnaSP 6: DNA sequence polymorphism analysis of large data sets. Mol Biol Evol 2017;34(12):3299-3302. https://doi.org/10.1093/molbev/msx248
- Excoffier L, Laval G, Schneider S. Arlequin (version 3.0): an integrated software package for population genetics data analysis. Evol Bioinform 2005;1(4):47-50. https://doi.org/10.1111/j.1755-0998.2010.02847.x
- Bandelt HJ, Forster P, Rohl A. Median-joining networks for inferring intraspecific phylogenies. Mol Biol Evol 1999;16(1):37-48. https://doi.org/10.1093/oxfordjournals.molbev.a026036
- Penn O, Privman E, Ashkenazy H, Landan G, Graur D, et al. GUIDANCE: a web server for assessing alignment confidence scores. Nucleic Acids Res 2010;38(Web Server issue):23-28. https://doi.org/10.1093/nar/gkq443
- Privman E, Penn O, Pupko T. Improving the performance of positive selection inference by filtering unreliable alignment regions. Mol biol and Evol 2012;29(1):1-5. https://doi.org/10.1093/molbev/msr177
- Kosakovsky Pond SL, Frost SDW. Datamonkey: rapid detection of selective pressure on individual sites of codon alignments. Bioinformatics 2005;21(10):2531-2533. https://doi.org/10.1093/bioinformatics/bti320
- Delport W, Poon AFY, Frost SDW, Kosakobsky Pond SL. Kosakovsky Pond, Datamonkey 2010: a suite of phylogenetic analysis tools for evolutionary biology. Bioinformatics 2010;26(19):2455-2457. https://doi.org/10.1093/bioinformatics/btq429
- Murrell B, Wertheim JO, Moola S, Weighill T, Scheffler K, et al. Detecting individual sites subject to episodic diversifying selection. PLoS Genet 2012; 8(7):1-10. https://doi.org/10.1371/journal.pgen.1002764
- RTS,S Clinical Trials Partnership; Agnandji ST, Lell B, Soulanoudjingar SS, Fernandes JF, et al. First results of phase 3 trial of RTS,S/AS01 malaria vaccine in African children. N Engl J Med 2011;365(20):1863-1875. https://doi.org/10.1056/NEJMoa1102287
- Neafsey DE, Juraska M, Bedford T, Benkeser D, Valim C, et al. Genetic diversity and protective efficacy of the RTS,S/AS01 malaria vaccine. N Engl J Med 2015;373(21):2025-2037. https://doi.org/10.1056/NEJMoa1505819
- Beeson JG, Kurtovic L, Valim C, Asante KP, Boyle MJ, et al. The RTS,S malaria vaccine: current impact and foundation for the future. Sci Transl Med 2022;14(671):eabo6646. https://doi.org/10.1126/scitranslmed.abo6646
- Boes A, Spiegel H, Kastilan R, Bethke S, Voepel N, et al. Analysis of the dose-dependent stage-specific in vitro efficacy of a multi-stage malaria vaccine candidate cocktail. Malar J 2016;15(1):279. https://doi.org/10.1186/s12936-016-1328-0
- Rajneesh, Tiwari R, Singh VK, Kumar A, Gupta RP, et al. Advancements and challenges in developing malaria vaccines: targeting multiple stages of the parasite life cycle. ACS Infect Dis 2023;9(10):1795-1814. https://doi.org/10.1021/acsinfecdis.3c00332
- Bai T, Becker M, Gupta A, Strike P, Murphy VJ, et al. Structure of AMA1 from Plasmodium falciparum reveals a clustering of polymorphisms that surround a conserved hydrophobic pocket. Proc Natl Acad Sci U S A 2005;102(36):12736-12741. https://doi.org/10.1073/pnas.0501808102
- Zhu X, Zhao Z, Feng Y, Li P, Liu F, et al. Genetic diversity of the Plasmodium falciparum apical membrane antigen I gene in parasite population from the China-Myanmar border area. Infect Genet Evol 2016;39:155-162. https://doi.org/10.1016/j.meegid.2016.01.021
- Balloux F, Lugon-Moulin N. The estimation of population differentiation with microsatellite markers. Mol Ecol 2002;11(2):155-165. https://doi.org/10.1046/j.0962-1083.2001.01436.x