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Discovering disease-causing pathogens in resource-scarce Southeast Asia using a global metagenomic pathogen monitoring system
Understanding the regional pathogen landscape and surveillance of emerging pathogens is key to mitigating epidemics. Challenges lie in resource-scarce settings, where outbreaks are likely to emerge, but where laboratory diagnostics and bioinformatics capacity are limited. Using metagenomic next-gene...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8931249/ https://www.ncbi.nlm.nih.gov/pubmed/35238677 http://dx.doi.org/10.1073/pnas.2115285119 |
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author | Bohl, Jennifer A. Lay, Sreyngim Chea, Sophana Ahyong, Vida Parker, Daniel M. Gallagher, Shannon Fintzi, Jonathan Man, Somnang Ponce, Aiyana Sreng, Sokunthea Kong, Dara Oliveira, Fabiano Kalantar, Katrina Tan, Michelle Fahsbender, Liz Sheu, Jonathan Neff, Norma Detweiler, Angela M. Yek, Christina Ly, Sokna Sath, Rathanak Huch, Chea Kry, Hok Leang, Rithea Huy, Rekol Lon, Chanthap Tato, Cristina M. DeRisi, Joseph L. Manning, Jessica E. |
author_facet | Bohl, Jennifer A. Lay, Sreyngim Chea, Sophana Ahyong, Vida Parker, Daniel M. Gallagher, Shannon Fintzi, Jonathan Man, Somnang Ponce, Aiyana Sreng, Sokunthea Kong, Dara Oliveira, Fabiano Kalantar, Katrina Tan, Michelle Fahsbender, Liz Sheu, Jonathan Neff, Norma Detweiler, Angela M. Yek, Christina Ly, Sokna Sath, Rathanak Huch, Chea Kry, Hok Leang, Rithea Huy, Rekol Lon, Chanthap Tato, Cristina M. DeRisi, Joseph L. Manning, Jessica E. |
author_sort | Bohl, Jennifer A. |
collection | PubMed |
description | Understanding the regional pathogen landscape and surveillance of emerging pathogens is key to mitigating epidemics. Challenges lie in resource-scarce settings, where outbreaks are likely to emerge, but where laboratory diagnostics and bioinformatics capacity are limited. Using metagenomic next-generation sequencing (mNGS), we identified a variety of vector-borne, zoonotic, and emerging pathogens responsible for undifferentiated fevers in a periurban population in Cambodia. From March 2019 to October 2020, we enrolled 464 febrile patients (and 23 afebrile persons) aged 6 mo to 65 y presenting to a large periurban hospital in Cambodia. We collected sera and prepared sequencing libraries from extracted pathogen RNA for unbiased metagenomic sequencing and subsequent bioinformatic analysis on the global cloud-based platform, CZID (“IDseq”). We employed multivariable regression models to evaluate pathogen risk factors associated with undifferentiated febrile illness. mNGS identified vector-borne pathogens as the largest clinical category with dengue virus (124 of 489) as the most abundant pathogen. Underappreciated zoonotic pathogens, such as Plasmodium knowlesi, leptospirosis, and coinfecting HIV were also detected. Early detection of chikungunya virus presaged a larger national outbreak of more than 6,000 cases. Pathogen-agnostic mNGS investigation of febrile persons in resource-scarce Southeast Asia is feasible and revealing of a diverse pathogen landscape. Coordinated and ongoing mNGS pathogen surveillance can better identify the breadth of endemic, zoonotic, or emerging pathogens and deployment of rapid public health response. |
format | Online Article Text |
id | pubmed-8931249 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-89312492022-03-19 Discovering disease-causing pathogens in resource-scarce Southeast Asia using a global metagenomic pathogen monitoring system Bohl, Jennifer A. Lay, Sreyngim Chea, Sophana Ahyong, Vida Parker, Daniel M. Gallagher, Shannon Fintzi, Jonathan Man, Somnang Ponce, Aiyana Sreng, Sokunthea Kong, Dara Oliveira, Fabiano Kalantar, Katrina Tan, Michelle Fahsbender, Liz Sheu, Jonathan Neff, Norma Detweiler, Angela M. Yek, Christina Ly, Sokna Sath, Rathanak Huch, Chea Kry, Hok Leang, Rithea Huy, Rekol Lon, Chanthap Tato, Cristina M. DeRisi, Joseph L. Manning, Jessica E. Proc Natl Acad Sci U S A Biological Sciences Understanding the regional pathogen landscape and surveillance of emerging pathogens is key to mitigating epidemics. Challenges lie in resource-scarce settings, where outbreaks are likely to emerge, but where laboratory diagnostics and bioinformatics capacity are limited. Using metagenomic next-generation sequencing (mNGS), we identified a variety of vector-borne, zoonotic, and emerging pathogens responsible for undifferentiated fevers in a periurban population in Cambodia. From March 2019 to October 2020, we enrolled 464 febrile patients (and 23 afebrile persons) aged 6 mo to 65 y presenting to a large periurban hospital in Cambodia. We collected sera and prepared sequencing libraries from extracted pathogen RNA for unbiased metagenomic sequencing and subsequent bioinformatic analysis on the global cloud-based platform, CZID (“IDseq”). We employed multivariable regression models to evaluate pathogen risk factors associated with undifferentiated febrile illness. mNGS identified vector-borne pathogens as the largest clinical category with dengue virus (124 of 489) as the most abundant pathogen. Underappreciated zoonotic pathogens, such as Plasmodium knowlesi, leptospirosis, and coinfecting HIV were also detected. Early detection of chikungunya virus presaged a larger national outbreak of more than 6,000 cases. Pathogen-agnostic mNGS investigation of febrile persons in resource-scarce Southeast Asia is feasible and revealing of a diverse pathogen landscape. Coordinated and ongoing mNGS pathogen surveillance can better identify the breadth of endemic, zoonotic, or emerging pathogens and deployment of rapid public health response. National Academy of Sciences 2022-03-01 2022-03-15 /pmc/articles/PMC8931249/ /pubmed/35238677 http://dx.doi.org/10.1073/pnas.2115285119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by/4.0/This open access article is distributed under Creative Commons Attribution License 4.0 (CC BY) (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Biological Sciences Bohl, Jennifer A. Lay, Sreyngim Chea, Sophana Ahyong, Vida Parker, Daniel M. Gallagher, Shannon Fintzi, Jonathan Man, Somnang Ponce, Aiyana Sreng, Sokunthea Kong, Dara Oliveira, Fabiano Kalantar, Katrina Tan, Michelle Fahsbender, Liz Sheu, Jonathan Neff, Norma Detweiler, Angela M. Yek, Christina Ly, Sokna Sath, Rathanak Huch, Chea Kry, Hok Leang, Rithea Huy, Rekol Lon, Chanthap Tato, Cristina M. DeRisi, Joseph L. Manning, Jessica E. Discovering disease-causing pathogens in resource-scarce Southeast Asia using a global metagenomic pathogen monitoring system |
title | Discovering disease-causing pathogens in resource-scarce Southeast Asia using a global metagenomic pathogen monitoring system |
title_full | Discovering disease-causing pathogens in resource-scarce Southeast Asia using a global metagenomic pathogen monitoring system |
title_fullStr | Discovering disease-causing pathogens in resource-scarce Southeast Asia using a global metagenomic pathogen monitoring system |
title_full_unstemmed | Discovering disease-causing pathogens in resource-scarce Southeast Asia using a global metagenomic pathogen monitoring system |
title_short | Discovering disease-causing pathogens in resource-scarce Southeast Asia using a global metagenomic pathogen monitoring system |
title_sort | discovering disease-causing pathogens in resource-scarce southeast asia using a global metagenomic pathogen monitoring system |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8931249/ https://www.ncbi.nlm.nih.gov/pubmed/35238677 http://dx.doi.org/10.1073/pnas.2115285119 |
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