bioRxivBiochemistryPreprint
Exhaled breath profiling for non-invasive monitoring of cognitive functioning in children
Joris MeursiD, Ben Henderson, Claudia van DuniD, Guilherme Lopes Batitsta, Evangelia SakkoulaiD, Janna A. van DiepeniD, Gabriele Gross, Esther AartsiD, Simona M. CristescuiD
Abstract
IntroductionChildhood is a critical period for the development of executive functioning skills, including selective attention and inhibitory control, which are essential for cognitive development. Optimal brain development during this time requires appropriate levels of macronutrient intake. Metabolomics can offer valuable insights into which metabolites cognitive functioning and the underlying gut-brain interactions. ObjectivesThis study aimed to explore to use of breathomics to investigate associations between exhaled metabolites and executive functioning in children. MethodsChildren (8-10 years; N = 31) were recruited via flyers at schools and after-school care. The assessment of executive functioning was done using Eriksen flanker task. Breath samples were collected in Tedlar(R) bags and analyzed with proton transfer reaction-mass spectrometry (PTR-MS). On-breath peaks were selected and subjected to partial least squares (PLS) regression. Significance multivariate correlation (sMC) was used afterwards to select metabolites bearing predictive power towards executive functioning. ResultsGut microbiome-related metabolites (methane, ethanol, and butyric acid) present in exhaled breath were associated with an improved executive functioning, whereas isoprene was linked to reduced executive functioning. Additionally, increased levels of inflammatory markers, ethylene and acetaldehyde, were associated with a higher compatibility effect in error rates, suggesting diminished cognitive control. These VOCs were putatively linked with specific gut microbial taxa; for instance, reduced Bacteroidetes abundance (associated with methane production) is associated with decreased inhibitory control, while Enterobacteriaceae were linked to lipopolysaccharide-induced inflammation which is also a process that causes increased ethylene production. ConclusionThis proof-of-concept study demonstrates that VOCs in exhaled breath could serve as a promising non-invasive tool for assessing gut-brain interactions related to executive functioning in children.
- organism: human
- assay: metabolomics
- research focus: host-pathogen & immune response
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Gut-resident microorganisms and their genes are associated with cognition and neuroanatomy in children
K. S. Bonham, G. F. Bottino, … V. Klepac-Ceraj·Science AdvancesPeer-reviewed·Dec 22, 2023
- Altered markers of brain metabolism and excitability are associated with executive functioning in young children exposed to alcohol in utero
Meaghan V. Perdue, Mohammad Ghasoub, … Catherine A. Lebel·bioRxiv·May 6, 2024
- Infant gut microbiomes contribute to metabolic states that impact brain function
Firas S. Midani, Do-Hun Lee, … Heather A. Danhof·bioRxiv·Mar 10, 2026
- Age-specific modulation of gut-brain axis metabolites by galacto-oligosaccharides and nutrient blends in early childhood
Laurent Ferrier, Shaillay Kumar Dogra, … Pieter Van den Abbeele·bioRxiv·Jan 29, 2026
- Microbes on the Mind: Multi-modal Neuroimaging Reveals Gut-Brain Axes in Infants
Tengfei Li, Yue Yang, … UNC/UMN Baby Connectome Project Consortium·bioRxiv·Sep 24, 2026
- Longitudinal profiles of dietary and microbial metabolites in formula- and breastfed infants
N. Sillner, A. Walker, … P. Schmitt-Kopplin·bioRxiv·May 11, 2020