Dynamics of Gut Metabolome and Microbiome Maturation during Early Life
Aatsinki, A.-K.; Lamichhane, S.; Isokaanta, H.; Sen, P.; Krakstrom, M.; Amaral Aves, M.; Keskitalo, A. J.; Munukka, E.; Karlsson, H.; Perasto, L. E.; Lukkarinen, M.; Oresic, M.; Kailanto, H.-M.; Karlsson, L.; Lahti, L.; Dickens, A. M.
Show abstract
Early-life gut microbiome-metabolome crosstalk has a pivotal role in the maintenance of host physiology. However, our understanding on early-life gut microbiome-metabolome maturation trajectories in humans remains limited. This study aims to explore the longitudinal patterns of gut metabolites during early life, and how they are related to gut microbiota composition in birth cohort samples of n = 670 children collected at 2.5 (n=272), 6 (n=232), 14 (n=289), and 30 months (n=157) of age. Factor analysis showed that breastfeeding has an effect on several metabolites including secondary bile acids. We found that the prevalent gut microbial abundances were associated with metabolite levels, especially in the 2.5 months-olds. We also demonstrated that the prevalent early colonizers Bacteroides, Escherichia and Bifidobacterium abundances associated with microbial metabolites bile acids especially in the breastfed infants. Taken together, our results suggests that as the microbiome matures during the early-life there is an association with the metabolome composition in an analogous fashion to how the genome information mature during early life.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- Gut microbiota-mediated conversion of mangiferin to norathyriol alters short chain fatty acid and urate metabolism 97%
- Consumption of artificially sweetened beverages during pregnancy impacts infant gut microbiota and body mass index 96%
- Metaproteomics reveals age-specific alterations of gut microbiome in hamsters with SARS-CoV-2 infection 96%
Similar papers in this journal
- The Core Human Fecal Metabolome 97%
- Metabolome-informed microbiome analysis refines metadata classifications and reveals unexpected medication transfer in captive cheetahs 95%
- Metabolic network construction reveals probiotic-specific alterations in the metabolic activity of a synthetic small intestinal community 95%
Similar papers in this journal
- The Gut Microbiome of Exudivorous Marmosets in the Wild and Captivity 95%
- Antibiotics and the developing intestinal microbiome, metabolome and inflammatory environment: a randomized trial of preterm infants 95%
- Tissue-wide metabolomics reveals wide impact of gut microbiota on mice metabolite composition 95%
Similar papers in this journal
- In utero human intestine contains maternally derived bacterial metabolites 95%
- Critical Assessment of MetaProteome Investigation 2 (CAMPI-2): Multi-laboratory assessment of sample processing methods to stabilize fecal microbiome for functional analysis 95%
- Defining the resilience of the human salivary microbiota by a 520 days longitudinal study in confined environment: the Mars500 mission 95%
Similar papers in this journal
- Protozoal populations drive system-wide variation in the rumen microbiome 95%
- A standardized gnotobiotic mouse model harboring a minimal 15-member mouse gut microbiota recapitulates SOPF/SPF phenotypes 95%
- Antibiotics promote intestinal growth of carbapenem-resistant Enterobacteriaceae by enriching nutrients and depleting microbial metabolites 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.