Beyond the fever: shotgun metagenomic sequencing of stool unveils pathogenic players in HIV-infected children with non-malarial febrile illness

Patricia Nabisubi, Stephen Kanyerezi, Grace Kebirungi, Ivan Sserwadda, Mike Nsubuga, Grace Kisitu, Patricia Ntege Nahirya, Bonny Mulindwa, George P Akabwai, Sylvia Nantongo, Adeodata Kekitiinwa, Edgar Kigozi, Moses Luutu Nsubuga, Fred Ashaba Katabazi, Leymon Kalema, Andrew Katabalwa, Daudi Jjingo, Gerald Mboowa*

*Corresponding author for this work

Research output: Contribution to journalArticle (Academic Journal)peer-review

Abstract

Background
Non-malarial febrile illnesses (NMFI) pose significant challenges in HIV-infected children, often leading to severe complications and increased morbidity. While traditional diagnostic approaches focus on specific pathogens, shotgun metagenomic sequencing offers a comprehensive tool to explore the microbial landscape underlying NMFI in this vulnerable population ensuring effective management.

Methods
In this study, we employed shotgun metagenomics to analyse stool samples from HIV-infected children at the Baylor Children’s Clinic Uganda presenting with non-malarial febrile illness. Samples were collected and subjected to DNA extraction at the Molecular and Genomics Laboratory, Makerere University followed by shotgun metagenomics sequencing at the Chan Zuckerberg Biohub San Francisco. Bioinformatics analysis was conducted to identify and characterise the microbial composition and potential pathogenic taxa associated with NMFI using the CZID pipeline.

Results
Our findings reveal a diverse array of microbial taxa in the stool samples of HIV-infected children with NMFI. Importantly, shotgun metagenomics revealed potentially pathogenic players including Trichomonas vaginalis, Candida albicans, Giardia, and Bacteroides in stool from this patient population. This sheds light on the complexities of microbial interactions that potentially underpin non-malarial febrile illness in this group. Taxonomic profiling identified recognised pathogens and comorbidities and revealed possible new correlations with NMFI, shedding light on the pathophysiology of fever in HIV-infected children.

Conclusion
Shotgun metagenomics is a valuable method for understanding the gut microbial landscape of NMFI in HIV-infected children, providing a comprehensive approach to pathogen identification and characterisation. By revealing potential pathogenic actors beyond the fever, this work demonstrates how metagenomic sequencing may improve our knowledge of infectious illnesses in vulnerable groups and inspire targeted therapies for better clinical care and outcomes.
Original languageEnglish
Article number96
Number of pages10
JournalBMC Infectious Diseases
Volume25
Issue number1
DOIs
Publication statusPublished - 21 Jan 2025

Bibliographical note

Publisher Copyright:
© The Author(s) 2025.

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