Back

Exhaled breath profiling for non-invasive monitoring of cognitive functioning in children

Meurs, J.; Henderson, B.; van Dun, C.; Lopes Batista, G.; Sakkoula, E.; van Diepen, J. A.; Gross, G.; Aarts, E.; Cristescu, S. M.

2025-03-27 biochemistry
10.1101/2025.03.25.645320 bioRxiv
Show 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.

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

1
Scientific Reports
3102 papers in training set
Top 2%
15.2%
2
Metabolomics
11 papers in training set
Top 0.1%
11.1%
3
PLOS ONE
4510 papers in training set
Top 17%
10.7%
4
Metabolites
50 papers in training set
Top 0.1%
5.1%
5
Environment International
42 papers in training set
Top 0.5%
3.1%
6
Frontiers in Nutrition
23 papers in training set
Top 0.4%
2.8%
7
Frontiers in Molecular Biosciences
100 papers in training set
Top 0.7%
2.8%
50% of probability mass above
8
mSystems
361 papers in training set
Top 4%
2.2%
9
Environmental Pollution
35 papers in training set
Top 1%
2.2%
10
Food Chemistry
12 papers in training set
Top 0.1%
1.9%
11
Toxicological Sciences
38 papers in training set
Top 0.3%
1.8%
12
International Journal of Molecular Sciences
453 papers in training set
Top 6%
1.8%
13
Journal of Visualized Experiments
30 papers in training set
Top 0.2%
1.8%
14
The Journal of Nutrition
21 papers in training set
Top 0.4%
1.4%
15
Nutrients
64 papers in training set
Top 1%
1.3%
16
Frontiers in Public Health
140 papers in training set
Top 6%
1.2%
17
Journal of Proteome Research
215 papers in training set
Top 2%
1.0%
18
Food & Function
12 papers in training set
Top 0.4%
0.9%
19
Frontiers in Physiology
93 papers in training set
Top 4%
0.9%
20
ERJ Open Research
44 papers in training set
Top 0.7%
0.8%
21
iScience
1063 papers in training set
Top 28%
0.8%
22
Environmental Science & Technology
64 papers in training set
Top 2%
0.8%
23
Biochemical and Biophysical Research Communications
78 papers in training set
Top 1%
0.8%
24
Analytica Chimica Acta
17 papers in training set
Top 0.5%
0.8%
25
Biosensors and Bioelectronics
52 papers in training set
Top 2%
0.7%
26
BioTechniques
24 papers in training set
Top 0.3%
0.7%
27
Journal of the American Society for Mass Spectrometry
33 papers in training set
Top 0.6%
0.7%
28
The Journal of Nutritional Biochemistry
13 papers in training set
Top 0.4%
0.7%
29
Journal of Agricultural and Food Chemistry
14 papers in training set
Top 1%
0.7%
30
Nature Communications
4913 papers in training set
Top 66%
0.5%