Prediction of mortality in severe acute malnutrition in hospitalized children by faecal volatile organic compound analysis: proof of concept

Deborah A. van den Brink*, Tim de Meij, Daniella Brals, Robert H.J. Bandsma, Johnstone Thitiri, Moses Ngari, Laura Mwalekwa, Nanne K.H. de Boer, Alfian Wicaksono, James A. Covington, Patrick F. van Rheenen, Wieger P. Voskuijl

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Children with severe acute malnutrition (SAM) display immature, altered gut microbiota and have a high mortality risk. Faecal volatile organic compounds (VOCs) reflect the microbiota composition and may provide insight into metabolic dysfunction that occurs in SAM. Here we determine whether analysis of faecal VOCs could identify children with SAM with increased risk of mortality. VOC profiles from children who died within six days following admission were compared to those who were discharged alive using machine learning algorithms. VOC profiles of children who died could be separated from those who were discharged with fair accuracy (AUC) = 0.71; 95% CI 0.59–0.87; P = 0.004). We present the first study showing differences in faecal VOC profiles between children with SAM who survived and those who died. VOC analysis holds potential to help discover metabolic pathways within the intestinal microbiome with causal association with mortality and target treatments in children with SAM. Trial Registration: The F75 study is registered at clinicaltrials.gov/ct2/show/NCT02246296.

Original languageEnglish
Article number18785
JournalScientific Reports
Volume10
Issue number1
DOIs
Publication statusPublished - 1 Dec 2020

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