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

Authors :
Levine ZC
Sene A
Mkandawire W
Deme AB
Ndiaye T
Sy M
Gaye A
Diedhiou Y
Mbaye AM
Ndiaye IM
Gomis J
Ndiop M
Sene D
Faye Paye M
MacInnis BL
Schaffner SF
Park DJ
Badiane AS
Colubri A
Ndiaye M
Sy N
Sabeti PC
Ndiaye D
Siddle KJ
Source :
Nature communications [Nat Commun] 2024 Jan 25; Vol. 15 (1), pp. 747. Date of Electronic Publication: 2024 Jan 25.
Publication Year :
2024

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.<br /> (© 2024. The Author(s).)

Details

Language :
English
ISSN :
2041-1723
Volume :
15
Issue :
1
Database :
MEDLINE
Journal :
Nature communications
Publication Type :
Academic Journal
Accession number :
38272885
Full Text :
https://doi.org/10.1038/s41467-024-44800-7