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Strains used in whole organism Plasmodium falciparum vaccine trials differ in genome structure, sequence, and immunogenic potential

BACKGROUND: Plasmodium falciparum (Pf) whole-organism sporozoite vaccines have been shown to provide significant protection against controlled human malaria infection (CHMI) in clinical trials. Initial CHMI studies showed significantly higher durable protection against homologous than heterologous s...

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Autores principales: Moser, Kara A., Drábek, Elliott F., Dwivedi, Ankit, Stucke, Emily M., Crabtree, Jonathan, Dara, Antoine, Shah, Zalak, Adams, Matthew, Li, Tao, Rodrigues, Priscila T., Koren, Sergey, Phillippy, Adam M., Munro, James B., Ouattara, Amed, Sparklin, Benjamin C., Dunning Hotopp, Julie C., Lyke, Kirsten E., Sadzewicz, Lisa, Tallon, Luke J., Spring, Michele D., Jongsakul, Krisada, Lon, Chanthap, Saunders, David L., Ferreira, Marcelo U., Nyunt, Myaing M., Laufer, Miriam K., Travassos, Mark A., Sauerwein, Robert W., Takala-Harrison, Shannon, Fraser, Claire M., Sim, B. Kim Lee, Hoffman, Stephen L., Plowe, Christopher V., Silva, Joana C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6950926/
https://www.ncbi.nlm.nih.gov/pubmed/31915075
http://dx.doi.org/10.1186/s13073-019-0708-9
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author Moser, Kara A.
Drábek, Elliott F.
Dwivedi, Ankit
Stucke, Emily M.
Crabtree, Jonathan
Dara, Antoine
Shah, Zalak
Adams, Matthew
Li, Tao
Rodrigues, Priscila T.
Koren, Sergey
Phillippy, Adam M.
Munro, James B.
Ouattara, Amed
Sparklin, Benjamin C.
Dunning Hotopp, Julie C.
Lyke, Kirsten E.
Sadzewicz, Lisa
Tallon, Luke J.
Spring, Michele D.
Jongsakul, Krisada
Lon, Chanthap
Saunders, David L.
Ferreira, Marcelo U.
Nyunt, Myaing M.
Laufer, Miriam K.
Travassos, Mark A.
Sauerwein, Robert W.
Takala-Harrison, Shannon
Fraser, Claire M.
Sim, B. Kim Lee
Hoffman, Stephen L.
Plowe, Christopher V.
Silva, Joana C.
author_facet Moser, Kara A.
Drábek, Elliott F.
Dwivedi, Ankit
Stucke, Emily M.
Crabtree, Jonathan
Dara, Antoine
Shah, Zalak
Adams, Matthew
Li, Tao
Rodrigues, Priscila T.
Koren, Sergey
Phillippy, Adam M.
Munro, James B.
Ouattara, Amed
Sparklin, Benjamin C.
Dunning Hotopp, Julie C.
Lyke, Kirsten E.
Sadzewicz, Lisa
Tallon, Luke J.
Spring, Michele D.
Jongsakul, Krisada
Lon, Chanthap
Saunders, David L.
Ferreira, Marcelo U.
Nyunt, Myaing M.
Laufer, Miriam K.
Travassos, Mark A.
Sauerwein, Robert W.
Takala-Harrison, Shannon
Fraser, Claire M.
Sim, B. Kim Lee
Hoffman, Stephen L.
Plowe, Christopher V.
Silva, Joana C.
author_sort Moser, Kara A.
collection PubMed
description BACKGROUND: Plasmodium falciparum (Pf) whole-organism sporozoite vaccines have been shown to provide significant protection against controlled human malaria infection (CHMI) in clinical trials. Initial CHMI studies showed significantly higher durable protection against homologous than heterologous strains, suggesting the presence of strain-specific vaccine-induced protection. However, interpretation of these results and understanding of their relevance to vaccine efficacy have been hampered by the lack of knowledge on genetic differences between vaccine and CHMI strains, and how these strains are related to parasites in malaria endemic regions. METHODS: Whole genome sequencing using long-read (Pacific Biosciences) and short-read (Illumina) sequencing platforms was conducted to generate de novo genome assemblies for the vaccine strain, NF54, and for strains used in heterologous CHMI (7G8 from Brazil, NF166.C8 from Guinea, and NF135.C10 from Cambodia). The assemblies were used to characterize sequences in each strain relative to the reference 3D7 (a clone of NF54) genome. Strains were compared to each other and to a collection of clinical isolates (sequenced as part of this study or from public repositories) from South America, sub-Saharan Africa, and Southeast Asia. RESULTS: While few variants were detected between 3D7 and NF54, we identified tens of thousands of variants between NF54 and the three heterologous strains. These variants include SNPs, indels, and small structural variants that fall in regulatory and immunologically important regions, including transcription factors (such as PfAP2-L and PfAP2-G) and pre-erythrocytic antigens that may be key for sporozoite vaccine-induced protection. Additionally, these variants directly contributed to diversity in immunologically important regions of the genomes as detected through in silico CD8(+) T cell epitope predictions. Of all heterologous strains, NF135.C10 had the highest number of unique predicted epitope sequences when compared to NF54. Comparison to global clinical isolates revealed that these four strains are representative of their geographic origin despite long-term culture adaptation; of note, NF135.C10 is from an admixed population, and not part of recently formed subpopulations resistant to artemisinin-based therapies present in the Greater Mekong Sub-region. CONCLUSIONS: These results will assist in the interpretation of vaccine efficacy of whole-organism vaccines against homologous and heterologous CHMI. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13073-019-0708-9) contains supplementary material, which is available to authorized users.
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spelling pubmed-69509262020-01-09 Strains used in whole organism Plasmodium falciparum vaccine trials differ in genome structure, sequence, and immunogenic potential Moser, Kara A. Drábek, Elliott F. Dwivedi, Ankit Stucke, Emily M. Crabtree, Jonathan Dara, Antoine Shah, Zalak Adams, Matthew Li, Tao Rodrigues, Priscila T. Koren, Sergey Phillippy, Adam M. Munro, James B. Ouattara, Amed Sparklin, Benjamin C. Dunning Hotopp, Julie C. Lyke, Kirsten E. Sadzewicz, Lisa Tallon, Luke J. Spring, Michele D. Jongsakul, Krisada Lon, Chanthap Saunders, David L. Ferreira, Marcelo U. Nyunt, Myaing M. Laufer, Miriam K. Travassos, Mark A. Sauerwein, Robert W. Takala-Harrison, Shannon Fraser, Claire M. Sim, B. Kim Lee Hoffman, Stephen L. Plowe, Christopher V. Silva, Joana C. Genome Med Research BACKGROUND: Plasmodium falciparum (Pf) whole-organism sporozoite vaccines have been shown to provide significant protection against controlled human malaria infection (CHMI) in clinical trials. Initial CHMI studies showed significantly higher durable protection against homologous than heterologous strains, suggesting the presence of strain-specific vaccine-induced protection. However, interpretation of these results and understanding of their relevance to vaccine efficacy have been hampered by the lack of knowledge on genetic differences between vaccine and CHMI strains, and how these strains are related to parasites in malaria endemic regions. METHODS: Whole genome sequencing using long-read (Pacific Biosciences) and short-read (Illumina) sequencing platforms was conducted to generate de novo genome assemblies for the vaccine strain, NF54, and for strains used in heterologous CHMI (7G8 from Brazil, NF166.C8 from Guinea, and NF135.C10 from Cambodia). The assemblies were used to characterize sequences in each strain relative to the reference 3D7 (a clone of NF54) genome. Strains were compared to each other and to a collection of clinical isolates (sequenced as part of this study or from public repositories) from South America, sub-Saharan Africa, and Southeast Asia. RESULTS: While few variants were detected between 3D7 and NF54, we identified tens of thousands of variants between NF54 and the three heterologous strains. These variants include SNPs, indels, and small structural variants that fall in regulatory and immunologically important regions, including transcription factors (such as PfAP2-L and PfAP2-G) and pre-erythrocytic antigens that may be key for sporozoite vaccine-induced protection. Additionally, these variants directly contributed to diversity in immunologically important regions of the genomes as detected through in silico CD8(+) T cell epitope predictions. Of all heterologous strains, NF135.C10 had the highest number of unique predicted epitope sequences when compared to NF54. Comparison to global clinical isolates revealed that these four strains are representative of their geographic origin despite long-term culture adaptation; of note, NF135.C10 is from an admixed population, and not part of recently formed subpopulations resistant to artemisinin-based therapies present in the Greater Mekong Sub-region. CONCLUSIONS: These results will assist in the interpretation of vaccine efficacy of whole-organism vaccines against homologous and heterologous CHMI. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13073-019-0708-9) contains supplementary material, which is available to authorized users. BioMed Central 2020-01-08 /pmc/articles/PMC6950926/ /pubmed/31915075 http://dx.doi.org/10.1186/s13073-019-0708-9 Text en © The Author(s). 2020 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Moser, Kara A.
Drábek, Elliott F.
Dwivedi, Ankit
Stucke, Emily M.
Crabtree, Jonathan
Dara, Antoine
Shah, Zalak
Adams, Matthew
Li, Tao
Rodrigues, Priscila T.
Koren, Sergey
Phillippy, Adam M.
Munro, James B.
Ouattara, Amed
Sparklin, Benjamin C.
Dunning Hotopp, Julie C.
Lyke, Kirsten E.
Sadzewicz, Lisa
Tallon, Luke J.
Spring, Michele D.
Jongsakul, Krisada
Lon, Chanthap
Saunders, David L.
Ferreira, Marcelo U.
Nyunt, Myaing M.
Laufer, Miriam K.
Travassos, Mark A.
Sauerwein, Robert W.
Takala-Harrison, Shannon
Fraser, Claire M.
Sim, B. Kim Lee
Hoffman, Stephen L.
Plowe, Christopher V.
Silva, Joana C.
Strains used in whole organism Plasmodium falciparum vaccine trials differ in genome structure, sequence, and immunogenic potential
title Strains used in whole organism Plasmodium falciparum vaccine trials differ in genome structure, sequence, and immunogenic potential
title_full Strains used in whole organism Plasmodium falciparum vaccine trials differ in genome structure, sequence, and immunogenic potential
title_fullStr Strains used in whole organism Plasmodium falciparum vaccine trials differ in genome structure, sequence, and immunogenic potential
title_full_unstemmed Strains used in whole organism Plasmodium falciparum vaccine trials differ in genome structure, sequence, and immunogenic potential
title_short Strains used in whole organism Plasmodium falciparum vaccine trials differ in genome structure, sequence, and immunogenic potential
title_sort strains used in whole organism plasmodium falciparum vaccine trials differ in genome structure, sequence, and immunogenic potential
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6950926/
https://www.ncbi.nlm.nih.gov/pubmed/31915075
http://dx.doi.org/10.1186/s13073-019-0708-9
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