Evidence map›Paper›PMID 38272885›Full record

ArticleNature communications2024

Investigating the etiologies of non-malarial febrile illness in Senegal using metagenomic sequencing.

Zoë C Levine, Aita Sene, Winnie Mkandawire, Awa B Deme, Tolla Ndiaye, Mouhamad Sy, Amy Gaye, Younouss Diedhiou, Amadou M Mbaye, Ibrahima M Ndiaye and 14 more

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
4.7field-weighted citation impact, top 5% of its field
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

12 citing papers in PubMed, 12 citations in OpenAlex.

  1. Article
  2. Oral and plasma microbiome in the context of acute febrile illness.medRxiv : the preprint server for health sciences · 2026
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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

24 authors at 3 institutions in 2 countries.

Zoë C LevineBroad Institute of Harvard and MIT, Cambridge, MA, USA.ORCID 0000-0003-2359-3876
Aita SeneDepartment of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal.
Winnie MkandawireBroad Institute of Harvard and MIT, Cambridge, MA, USA.
Awa B DemeCentre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal.
Tolla NdiayeDepartment of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal.
Mouhamad SyDepartment of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal.
Amy GayeDepartment of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal.
Younouss DiedhiouDepartment of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal.
Amadou M MbayeDepartment of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal.
Ibrahima M NdiayeDepartment of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal.
Jules GomisDepartment of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal.
Médoune NdiopProgramme National de lutte contre le Paludisme, Ministère de la Santé, Dakar Fann, Senegal.ORCID 0009-0005-5116-0201
Doudou SeneProgramme National de lutte contre le Paludisme, Ministère de la Santé, Dakar Fann, Senegal.
Marietou Faye PayeBroad Institute of Harvard and MIT, Cambridge, MA, USA.
Bronwyn L MacInnisBroad Institute of Harvard and MIT, Cambridge, MA, USA.ORCID 0000-0003-0082-968X
Stephen F SchaffnerBroad Institute of Harvard and MIT, Cambridge, MA, USA.ORCID 0000-0001-6699-3568
Daniel J ParkBroad Institute of Harvard and MIT, Cambridge, MA, USA.ORCID 0000-0001-7226-7781
Aida S BadianeDepartment of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal.
Andres ColubriBroad Institute of Harvard and MIT, Cambridge, MA, USA.
Mouhamadou NdiayeDepartment of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal.
Ngayo SyService de Lutte Anti Parasitaire, Thies, Senegal.
Pardis C SabetiBroad Institute of Harvard and MIT, Cambridge, MA, USA. pardis@broadinstitute.org.ORCID 0000-0002-9843-1890
Daouda NdiayeDepartment of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal. daouda.ndiaye@cigass.org.
Katherine J SiddleBroad Institute of Harvard and MIT, Cambridge, MA, USA. katherine_siddle@brown.edu.ORCID 0000-0002-1799-7295
Institute of Health Research, Epidemiological Surveillance and Training · SNBroad Institute · USUniversité de Thiès · SN

Funding

Viral Genomics: evolution, spread, and host interactionsU19AI110818 · NIAID · BROAD INSTITUTE, INC. · PI NEAFSEY, DANIEL E · 2014 to 2024
$66.5M
Medical Scientist Training ProgramT32GM007753 · NIGMS · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI WALENSKY, LOREN DAVID · 1985 to 2021
$50.0M
Medical Scientist Training ProgramT32GM144273 · NIGMS · HARVARD MEDICAL SCHOOL · PI David Shumway Jones, Jacqueline A. Lees · 2022 to 2026
$14.7M
West African Emerging Infectious Disease Research Center (WA-EIDRC)U01AI151812 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI ANDERSEN, KRISTIAN GRAUGAARD, GARRY, ROBERT F · 2020 to 2024
$13.2M
Utilize Microbial Metagenomics for Viral Pathogen CharacterizationU54HG007480 · NHGRI · REDEEMER'S UNIVERSITY · PI HAPPI, CHRISTIAN T. · 2017 to 2022
$5.5M
Host and Microbial Genetic Determinants of Febrile Illness in West AfricaU01HG007480 · NHGRI · REDEEMER'S UNIVERSITY · PI HAPPI, CHRISTIAN T. · 2013 to 2016
$1.6M
NHGRI NIH HHS U01 HG007480NHGRI NIH HHS U54 HG007480NIAID NIH HHS U01 AI151812NIAID NIH HHS U19 AI110818NIGMS NIH HHS T32 GM007753NIGMS NIH HHS T32 GM144273
6 · The paper itself

Abstract

The worldwide decline in malaria incidence is revealing the extensive burden of non-malarial febrile illness (NMFI), which remains poorly understood and difficult to diagnose. To characterize NMFI in Senegal, we collected venous blood and clinical metadata in a cross-sectional study of febrile patients and healthy controls in a low malaria burden area. Using 16S and untargeted sequencing, we detected viral, bacterial, or eukaryotic pathogens in 23% (38/163) of NMFI cases. Bacteria were the most common, with relapsing fever Borrelia and spotted fever Rickettsia found in 15.5% and 3.8% of cases, respectively. Four viral pathogens were found in a total of 7 febrile cases (3.5%). Sequencing also detected undiagnosed Plasmodium, including one putative P. ovale infection. We developed a logistic regression model that can distinguish Borrelia from NMFIs with similar presentation based on symptoms and vital signs (F1 score: 0.823). These results highlight the challenge and importance of improved diagnostics, especially for Borrelia, to support diagnosis and surveillance.

Indexed as

BorreliaMalariaPlasmodiumCross-Sectional StudiesFeverHumansSenegal

Identifiers

PMID38272885
PMCPMC10810818
OpenAlexW4391231741

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.