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Multiplicity and molecular epidemiology of Plasmodium vivax and Plasmodium falciparum infections in East Africa
BACKGROUND: Parasite genetic diversity and multiplicity of infection (MOI) affect clinical outcomes, response to drug treatment and naturally-acquired or vaccine-induced immunity. Traditional methods often underestimate the frequency and diversity of multiclonal infections due to technical sensitivi...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5932820/ https://www.ncbi.nlm.nih.gov/pubmed/29720181 http://dx.doi.org/10.1186/s12936-018-2337-y |
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author | Zhong, Daibin Lo, Eugenia Wang, Xiaoming Yewhalaw, Delenasaw Zhou, Guofa Atieli, Harrysone E. Githeko, Andrew Hemming-Schroeder, Elizabeth Lee, Ming-Chieh Afrane, Yaw Yan, Guiyun |
author_facet | Zhong, Daibin Lo, Eugenia Wang, Xiaoming Yewhalaw, Delenasaw Zhou, Guofa Atieli, Harrysone E. Githeko, Andrew Hemming-Schroeder, Elizabeth Lee, Ming-Chieh Afrane, Yaw Yan, Guiyun |
author_sort | Zhong, Daibin |
collection | PubMed |
description | BACKGROUND: Parasite genetic diversity and multiplicity of infection (MOI) affect clinical outcomes, response to drug treatment and naturally-acquired or vaccine-induced immunity. Traditional methods often underestimate the frequency and diversity of multiclonal infections due to technical sensitivity and specificity. Next-generation sequencing techniques provide a novel opportunity to study complexity of parasite populations and molecular epidemiology. METHODS: Symptomatic and asymptomatic Plasmodium vivax samples were collected from health centres/hospitals and schools, respectively, from 2011 to 2015 in Ethiopia. Similarly, both symptomatic and asymptomatic Plasmodium falciparum samples were collected, respectively, from hospitals and schools in 2005 and 2015 in Kenya. Finger-pricked blood samples were collected and dried on filter paper. Long amplicon (> 400 bp) deep sequencing of merozoite surface protein 1 (msp1) gene was conducted to determine multiplicity and molecular epidemiology of P. vivax and P. falciparum infections. The results were compared with those based on short amplicon (117 bp) deep sequencing. RESULTS: A total of 139 P. vivax and 222 P. falciparum samples were pyro-sequenced for pvmsp1 and pfmsp1, yielding a total of 21 P. vivax and 99 P. falciparum predominant haplotypes. The average MOI for P. vivax and P. falciparum were 2.16 and 2.68, respectively, which were significantly higher than that of microsatellite markers and short amplicon (117 bp) deep sequencing. Multiclonal infections were detected in 62.2% of the samples for P. vivax and 74.8% of the samples for P. falciparum. Four out of the five subjects with recurrent P. vivax malaria were found to be a relapse 44–65 days after clearance of parasites. No difference was observed in MOI among P. vivax patients of different symptoms, ages and genders. Similar patterns were also observed in P. falciparum except for one study site in Kenyan lowland areas with significantly higher MOI. CONCLUSIONS: The study used a novel method to evaluate Plasmodium MOI and molecular epidemiological patterns by long amplicon ultra-deep sequencing. The complexity of infections were similar among age groups, symptoms, genders, transmission settings (spatial heterogeneity), as well as over years (pre- vs. post-scale-up interventions). This study demonstrated that long amplicon deep sequencing is a useful tool to investigate multiplicity and molecular epidemiology of Plasmodium parasite infections. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12936-018-2337-y) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5932820 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-59328202018-05-09 Multiplicity and molecular epidemiology of Plasmodium vivax and Plasmodium falciparum infections in East Africa Zhong, Daibin Lo, Eugenia Wang, Xiaoming Yewhalaw, Delenasaw Zhou, Guofa Atieli, Harrysone E. Githeko, Andrew Hemming-Schroeder, Elizabeth Lee, Ming-Chieh Afrane, Yaw Yan, Guiyun Malar J Research BACKGROUND: Parasite genetic diversity and multiplicity of infection (MOI) affect clinical outcomes, response to drug treatment and naturally-acquired or vaccine-induced immunity. Traditional methods often underestimate the frequency and diversity of multiclonal infections due to technical sensitivity and specificity. Next-generation sequencing techniques provide a novel opportunity to study complexity of parasite populations and molecular epidemiology. METHODS: Symptomatic and asymptomatic Plasmodium vivax samples were collected from health centres/hospitals and schools, respectively, from 2011 to 2015 in Ethiopia. Similarly, both symptomatic and asymptomatic Plasmodium falciparum samples were collected, respectively, from hospitals and schools in 2005 and 2015 in Kenya. Finger-pricked blood samples were collected and dried on filter paper. Long amplicon (> 400 bp) deep sequencing of merozoite surface protein 1 (msp1) gene was conducted to determine multiplicity and molecular epidemiology of P. vivax and P. falciparum infections. The results were compared with those based on short amplicon (117 bp) deep sequencing. RESULTS: A total of 139 P. vivax and 222 P. falciparum samples were pyro-sequenced for pvmsp1 and pfmsp1, yielding a total of 21 P. vivax and 99 P. falciparum predominant haplotypes. The average MOI for P. vivax and P. falciparum were 2.16 and 2.68, respectively, which were significantly higher than that of microsatellite markers and short amplicon (117 bp) deep sequencing. Multiclonal infections were detected in 62.2% of the samples for P. vivax and 74.8% of the samples for P. falciparum. Four out of the five subjects with recurrent P. vivax malaria were found to be a relapse 44–65 days after clearance of parasites. No difference was observed in MOI among P. vivax patients of different symptoms, ages and genders. Similar patterns were also observed in P. falciparum except for one study site in Kenyan lowland areas with significantly higher MOI. CONCLUSIONS: The study used a novel method to evaluate Plasmodium MOI and molecular epidemiological patterns by long amplicon ultra-deep sequencing. The complexity of infections were similar among age groups, symptoms, genders, transmission settings (spatial heterogeneity), as well as over years (pre- vs. post-scale-up interventions). This study demonstrated that long amplicon deep sequencing is a useful tool to investigate multiplicity and molecular epidemiology of Plasmodium parasite infections. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12936-018-2337-y) contains supplementary material, which is available to authorized users. BioMed Central 2018-05-02 /pmc/articles/PMC5932820/ /pubmed/29720181 http://dx.doi.org/10.1186/s12936-018-2337-y Text en © The Author(s) 2018 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 Zhong, Daibin Lo, Eugenia Wang, Xiaoming Yewhalaw, Delenasaw Zhou, Guofa Atieli, Harrysone E. Githeko, Andrew Hemming-Schroeder, Elizabeth Lee, Ming-Chieh Afrane, Yaw Yan, Guiyun Multiplicity and molecular epidemiology of Plasmodium vivax and Plasmodium falciparum infections in East Africa |
title | Multiplicity and molecular epidemiology of Plasmodium vivax and Plasmodium falciparum infections in East Africa |
title_full | Multiplicity and molecular epidemiology of Plasmodium vivax and Plasmodium falciparum infections in East Africa |
title_fullStr | Multiplicity and molecular epidemiology of Plasmodium vivax and Plasmodium falciparum infections in East Africa |
title_full_unstemmed | Multiplicity and molecular epidemiology of Plasmodium vivax and Plasmodium falciparum infections in East Africa |
title_short | Multiplicity and molecular epidemiology of Plasmodium vivax and Plasmodium falciparum infections in East Africa |
title_sort | multiplicity and molecular epidemiology of plasmodium vivax and plasmodium falciparum infections in east africa |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5932820/ https://www.ncbi.nlm.nih.gov/pubmed/29720181 http://dx.doi.org/10.1186/s12936-018-2337-y |
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