Evidence map›Paper›PMID 35238677›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

Discovering disease-causing pathogens in resource-scarce Southeast Asia using a global metagenomic pathogen monitoring system.

Jennifer A Bohl, Sreyngim Lay, Sophana Chea, Vida Ahyong, Daniel M Parker, Shannon Gallagher, Jonathan Fintzi, Somnang Man, Aiyana Ponce, Sokunthea Sreng and 19 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

31 citing papers in PubMed.

  1. Article
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  6. Metagenomic next-generation sequencing: new horizons in microbiology.Frontiers in cellular and infection microbiology · 2026
    Review
  7. Heritable viral symbionts in the familyApplied and environmental microbiology · 2025
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
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  16. Climate, demography, immunology, and virology combine to drive two decades of dengue virus dynamics in Cambodia.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  17. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

29 authors.

Jennifer A BohlLaboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892.
Sreyngim LayInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, 12101 Phnom Penh, Cambodia.
Sophana CheaInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, 12101 Phnom Penh, Cambodia.
Vida AhyongChan Zuckerberg Biohub, San Francisco, CA 94158.
Daniel M ParkerDepartment of Population Health and Disease Prevention, University of California, Irvine, CA 92697.
Shannon GallagherBiostatistics Research Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892.
Jonathan FintziBiostatistics Research Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892.
Somnang ManInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, 12101 Phnom Penh, Cambodia.
Aiyana PonceLaboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892.
Sokunthea SrengInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, 12101 Phnom Penh, Cambodia.
Dara KongInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, 12101 Phnom Penh, Cambodia.
Fabiano OliveiraLaboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892.ORCID 0000-0002-7924-8038
Katrina KalantarChan Zuckerberg Initiative, Redwood City, CA 94063.
Michelle TanChan Zuckerberg Biohub, San Francisco, CA 94158.
Liz FahsbenderChan Zuckerberg Initiative, Redwood City, CA 94063.
Jonathan SheuChan Zuckerberg Initiative, Redwood City, CA 94063.
Norma NeffChan Zuckerberg Biohub, San Francisco, CA 94158.ORCID 0000-0001-7141-5420
Angela M DetweilerChan Zuckerberg Biohub, San Francisco, CA 94158.
Christina YekLaboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892.
Sokna LyInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, 12101 Phnom Penh, Cambodia.
Rathanak SathInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, 12101 Phnom Penh, Cambodia.
Chea HuchNational Center for Parasitology, Entomology, and Malaria Control, Ministry of Health, 12101 Phnom Penh, Cambodia.
Hok KryKampong Speu District Referral Hospital, 05251 Chbar Mon, Cambodia.
Rithea LeangNational Center for Parasitology, Entomology, and Malaria Control, Ministry of Health, 12101 Phnom Penh, Cambodia.
Rekol HuyNational Center for Parasitology, Entomology, and Malaria Control, Ministry of Health, 12101 Phnom Penh, Cambodia.
Chanthap LonLaboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892.
Cristina M TatoChan Zuckerberg Biohub, San Francisco, CA 94158.
Joseph L DeRisiChan Zuckerberg Biohub, San Francisco, CA 94158.
Jessica E ManningLaboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892.

Funding

International Research in Cambodia: Tropical Medicine and Vector Research ZIAAI001066 · NIAID · NATIONAL INSTITUTE OF ALLERGY AND INFECTIOUS DISEASES · PI YEK, CHRISTINA · 2009 to 2025
$10.8M
6 · The paper itself

Abstract

SignificanceMetagenomic pathogen sequencing offers an unbiased approach to characterizing febrile illness. In resource-scarce settings with high biodiversity, it is critical to identify disease-causing pathogens in order to understand burden and to prioritize efforts for control. Here, metagenomic next-generation sequencing (mNGS) characterization of the pathogen landscape in Cambodia revealed diverse vector-borne and zoonotic pathogens irrespective of age and gender as risk factors. Identification of key pathogens led to changes in national program surveillance. This study is a "real world" example of the use of mNGS surveillance of febrile individuals, executed in-country, to identify outbreaks of vector-borne, zoonotic, and other emerging pathogens in a resource-scarce setting.

Indexed as

Disease SusceptibilityHealth ResourcesMetagenomePublic Health SurveillanceAsia, SoutheasternCambodiaFemaleFeverHigh-Throughput Nucleotide SequencingHumansMaleMetagenomicsSeroepidemiologic Studiesmetagenomicsnext-generation sequencingpathogen surveillanceSoutheast Asiavector-borne disease

Identifiers

PMID35238677
PMCPMC8931249

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.