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Stunted microbiota and opportunistic pathogen colonization in caesarean-section birth

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Delivery via caesarean section, maternal antibiotic prophylaxis and colonization by opportunistic pathogens associated with the hospital environment affect the composition of the gut microbiota of children from birth until infancy.
Neonatal gut microbiota exhibits high volatility and individuality a, Microbiota alpha diversity (Shannon diversity index) increased over developmental time. The violin plot outlines the kernel probability density; the width of the shaded area represents the proportion of the data shown. Centre line shows median; box limits indicate the 25th and 75th percentiles; whiskers extend 1.5× the interquartile range from the 25th and 75th percentiles; and outliers are represented by dots. The gut microbiotas of babies on day 4 (n = 310 individuals), 7 (n = 532 individuals) and 21 (n = 325 individuals), and in infancy (n = 302 individuals), as well as from matched mothers (n = 175), are plotted. b, c, Stability of the gut microbiota, stratified by inter-individual (day 4, n = 310 individuals; day 7, n = 532 individuals; and day 21, n = 325 individuals) and intra-individual comparisons in sliding time windows (day 4 to 7, n = 274 individuals and day 7 to 21, n = 285 individuals) during the neonatal period (b), in the context of the overall infancy period (c). Microbiota stability measurements from the TEDDY¹⁵ study (the earliest measurements on day 90, and at year 3) are plotted in crosses. Solid lines show the median per time window. Shaded areas show the 99% confidence interval, estimated using binomial distribution. Error bars indicate median absolute deviation. The significance of the difference between groups was determined by two-sided Wilcoxon rank-sum test.
… 
Frequency and abundance of opportunistic pathogens in the neonatal gut microbiota a, b, Babies delivered by caesarean section, and vaginally delivered babies with the low-Bacteroides profile, more frequently carried opportunistic pathogens (as defined in ‘Classification of the opportunistic pathogen carriage’ in Methods) and at higher level of species relative abundance during the first 21 days of life, as compared to vaginally delivered babies (a) and vaginally delivered babies with the normal Bacteroides profile (b), respectively. There was a significantly different presence in the neonatal samples within each major neonatal-period sampling group (day 4 (n = 310 individuals), day 7 (n = 532 individuals) and day 21 (n = 325 individuals))—in terms of mean relative abundance and frequency—of six known opportunistic pathogens that are associated with the hospital environment, and rarely carried by adults (n = 175 mothers) (b). The numbers of individuals sampled in the neonatal period were 314 (vaginally delivered), 160 (vaginally delivered, and with a normal level of Bacteroides) and 154 (vaginally delivered, with the low-Bacteroides profile). Error bars indicate the 95% confidence interval of the mean relative abundance. The significance (P values indicated to the right of the bars) of the difference in mean species relative abundance and combined-pathogen carriage (defined in ‘Classification of the opportunistic pathogen carriage’ in Methods) frequency was obtained by applying two-sided Wilcoxon signed-rank test and Fisher’s exact test, respectively.
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LETTER https://doi.org/10.1038/s41586-019-1560-1
Stunted microbiota and opportunistic pathogen
colonization in caesarean-section birth
Yan Shao1, Samuel C. Forster1,2,3, Evdokia Tsaliki4, Kevin Vervier1, Angela Strang4, Nandi Simpson4, Nitin Kumar1,
Mark D. Stares1, Alison Rodger4, Peter Brocklehurst5, Nigel Field4* & Trevor D. Lawley1*
Immediately after birth, newborn babies experience rapid
colonization by microorganisms from their mothers and the
surrounding environment
1
. Diseases in childhood and later in life
are potentially mediated by the perturbation of the colonization
of the infant gut microbiota2. However, the effects of delivery
via caesarean section on the earliest stages of the acquisition
and development of the gut microbiota, during the neonatal
period (1month), remain controversial3,4. Here we report the
disrupted transmission of maternal Bacteroides strains, and high-
level colonization by opportunistic pathogens associated with the
hospitalenvironment (including Enterococcus, Enterobacter and
Klebsiella species), in babies delivered by caesarean section. These
effects were also seen, to a lesser extent, in vaginally delivered babies
whose mothers underwent antibiotic prophylaxis and in babies
who were not breastfed during the neonatal period. We applied
longitudinal sampling and whole-genome shotgun metagenomic
analysis to 1,679gut microbiotasamples (taken at several time points
during the neonatal period, and in infancy) from 596full-term
babies born in UK hospitals; for a subset of these babies, we collected
additional matched samples from mothers (175mothers paired with
178babies). This analysis demonstrates that the mode of delivery is a
significant factor that affects the composition of thegut microbiota
throughout theneonatal period, and into infancy. Matched large-
scale culturing and whole-genome sequencing of over 800bacterial
strains from these babies identified virulence factors and clinically
relevant antimicrobial resistance in opportunistic pathogens that
may predispose individuals to opportunistic infections. Our findings
highlight the critical role of the local environment in establishing
the gut microbiota in very early life, and identify colonization with
antimicrobial-resistance-containing opportunistic pathogens as a
previously underappreciated risk factor in hospital births.
The acquisition and development of the gut microbiota during early
life follow successive waves of exposures to and colonization by micro-
organisms, which shapes the longer-term composition and function of
the microbiota
5
. Events in early life—including delivery by caesarean
section
1,4,6–8
, formula feeding
7,9
and antibiotic exposure
7,10
—that could
perturb the composition of the gut microbiota are associated with the
development of childhood asthma and atopy1113. Although recent
studies7,8,10,14,15 have provided substantial insights into the development
of the gut microbiota during the first three years of life, many of these
studies have been limited by the taxonomic resolution provided by 16S
rRNA gene profiling, small sample size or limited sampling during the
first month of life (the neonatal period). High-resolution metagenomic
studies of large, longitudinal cohorts are required to establish the effects
of events in early life on the assembly of the gut microbiota, and any
associated risks—particularly for the neonatal period, during which
pioneering microorganisms could influence the subsequent develop-
ment of the microbiota and immune system16,17.
To characterize the trajectory of the acquisition and development of
the gut microbiota during the neonatal period, we enrolled 596healthy,
full-term babies (39.5±1.37weeks of gestation, 314vaginal births
and 282births via caesarean section) (Fig.1a, Extended Data Table1,
Supplementary Table1) through the Baby Biome Study (BBS). Faecal
samples were collected from all babies at least once during their neo-
natal period (1month) and 302babies were resampled later, dur-
ing infancy (8.75±1.98months). Maternal faecal samples were also
obtained, from 175mothers paired with 178babies. Metagenomic anal-
ysis of the 1,679faecal samples taken in total revealed the temporal
dynamics of the development of the gut microbiota (Fig.1b), as well as
increased diversity of the microbiota with age (Extended Data Fig.1a).
The gut microbiota exhibited substantial heterogeneity between indi-
viduals, and substantial instability (intra-individual variability) during
the first weeks of life (Extended Data Fig.1b). Inter-individual differ-
ences explained 57% of the variation in microbial species composition
(permutational multivariate analysis of variance (PERMANOVA),
P<0.001, 1,000 permutations); this was followed by age at sampling,
which explained 5.7% of the variance (P<0.001). These results indicate
that the gut microbiota is highly dynamic and individualized during
the neonatal period—even more so than was observed during infancy
(Extended Data Fig.1c).
To determine the effect of clinical covariates on the composition of
the gut microbiota, we performed cross-sectional PERMANOVA and
stratified by age. The mode of delivery was the most significant factor
to drive variation in the gut microbiota during the neonatal period
(Fig.2a, Supplementary Table2). Breastfeeding, as well as clinical
covariates that are associated with hospital birth (such as the use of
perinatal antibiotics and the duration of the stay in hospital), exhibited
smaller effects (Supplementary Note1). The largest effect of the mode
of delivery was observed on day 4 (R2=7.64%, P<0.001) (Extended
Data Fig.2); this effect dissipated with age but remained significant at
the point of sampling in infancy (R2=1.00%, P=0.002). No differ-
ences were observed between thematernal gut microbiotas by mode
of delivery, or between theneonatal gut microbiotas after elective and
emergency births via caesarean section (Supplementary Table2).
Given the significant effect of the mode of delivery during the
neonatal period, we next sought to understand how the composi-
tion and developmental trajectory of the microbiota were altered.
Samples from babies delivered vaginally were enriched with species of
Bifidobacterium (such as Bifidobacterium longum and Bifidobacterium
breve), Escherichia (Escherichia coli), Bacteroides (Bacteroides vulgatus)
and Parabacteroides (Parabacteroides distasonis), and these commensal
genera comprised 68.3% (95% confidence interval, 65.7–71.0%) of the
neonatal gut microbiota (Fig.2b, Supplementary Table3), consistent
with recent observations in other cohorts
4,8
. By contrast, the gut micro-
biotas of babies delivered by caesarean section were depleted of these
commensal genera and instead were dominated by Enterococcus faeca-
lis, Enterococcus faecium, Staphylococcus epidermis, Streptococcus paras-
anguinis, Klebsiella oxytoca, Klebsiella pneumoniae, Enterobacter cloacae
and Clostridium perfringens, all of which are commonly associated
with thehospital environment18 and hospitalized preterm babies1921.
1Host-Microbiota Interactions Laboratory, Wellcome Sanger Institute, Hinxton, UK. 2Centre for Innate Immunity and Infectious Diseases, Hudson Institute of Medical Research, Clayton, Victoria,
Australia. 3Department of Molecular and Translational Sciences, Monash University, Clayton, Victoria, Australia. 4Institute for Global Health, University College London, London, UK. 5Birmingham
Clinical Trials Unit, University of Birmingham, Birmingham, UK. *e-mail: nigel.field@ucl.ac.uk; tl2@sanger.ac.uk
3 OCTOBER 2019 | VOL 574 | NATURE | 117
Content courtesy of Springer Nature, terms of use apply. Rights reserved
... 3,4) Multiple environmental factors influence the microbiome in infancy, including the maternal microbiome, the infant's diet, delivery mode, and antibiotic exposure. 1,[5][6][7][8] The microbiome plays a critical role in shaping multiple aspects of infant development, including the structure and function of the immune system and intestinal tract. 9) Alterations to the composition and diversity of the infant microbiome are associated with multiple morbidities including necrotizing enterocolitis (NEC), sepsis, growth failure, malnutrition, and others. ...
... Infants born by cesarean delivery and infants of mothers who were administered peripartum antibiotics have a lower proportion of shared bacterial strains from the mother's microbiome than those born by vaginal delivery without maternal antibiotic exposure. 5,6,23) In addition to bacteria, other elements of the microbiome, including bacterial viruses (bacteriophages) and fungi, may be vertically transmitted from mothers to their infants. 24,25) Human milk is another source of bacteria that may colonize the infant's intestinal tract. ...
... Variation among individual infants often exceeds the variation attributable to environmental exposures and treatments. 6,39) Environmental factors that have been consistently associated with microbiome composition and function include delivery mode, gestational age, diet, and antibiotics. ...
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The microbiome is a complex ecosystem comprising microbes, their genomes, and the surrounding environment. The microbiome plays a critical role in early human development, including maturation of the host immune system and gastrointestinal tract. Multiple factors, including diet, antibiotic use, and other environmental exposures, influence the establishment of the microbiome during infancy. Numerous studies have identified associations between the microbiome and neonatal diseases, including necrotizing enterocolitis, sepsis, and malnutrition. Furthermore, there is compelling evidence that perturbation of the microbiome in early life can have lasting developmental effects that increase an individual's risk for immune and metabolic diseases in later life. Supplementation of the microbiome with probiotics reduces the risk of necrotizing enterocolitis and sepsis in at-risk infants. This review focuses on the structure and function of the infant microbiome, the environmental and clinical factors that influence its assembly, and its impact on infant health and development.
... 16 Caesarean delivery is followed by a considerably altered gut microbiota during the neonatal period and into infancy. 17,18 While babies born vaginally are rapidly colonised by organisms from their mother and environment, babies born by caesarean are largely not exposed to the maternal flora. 19 Caesarean delivery prevents vertical transmission of gut microbes from mother to the infant. ...
... Caesarean born infants have low levels of Bifidobacteria, almost total lack of Bacteroides and have high levels of opportunistic pathogens such as Staphylococcus aureus, Staphylococcus epidermidis, Pseudomonas aeruginosa, Enterococcus, Enterobacter, Klebsiella species, and Clostridium perfringens. 17,18 Overgrowth of one or more of these pathogenic organisms (several of which produce exotoxins) creates an environment for later development of necrotising enterocolitis when the gut mucosal integrity is further compromised in cardiac neonates. The newborn gut in this setting takes up macromolecules intact and toxic products from the rapidly multiplying pathogenic bacteria may be absorbed leading to further damage, initiating necrotising enterocolitis. ...
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Objective: Necrotising enterocolitis is linked with altered intestinal microbiota, and caesarean birth is associated with imbalance of newborn intestinal microbiome. We aimed to investigate the role of delivery mode (vaginal or caesarean) and gestational age in the development of necrotising enterocolitis among term-born neonates (≥ 37 weeks) with CHD. Methods: Case-control study. We studied all newborns with CHD who underwent cardiac surgery during the neonatal (≤ 28 days of age) period, between 2007 and 2017. Totally, 60 cases of necrotising enterocolitis were matched (by year of birth and type of congenital heart lesion) with 180 controls (1:3 ratio). Multivariable conditional logistic regression was used to assess the study question. Results: The overall prevalence of necrotising enterocolitis was 6.3% in term-born newborns with CHD. Neonates with a left-ventricular outflow tract lesion or single ventricle lesion accounted for 55% (n = 33) of cases. 62% (n = 37) cases were in the modified Bell's stage 2 or more for necrotising enterocolitis classification. In multivariable modelling, gestational age at birth was not associated with the development of necrotising enterocolitis [adjusted odds ratio per week increase, 95% confidence interval: 1.20 (0.90-1.60)]. Birth by caesarean delivery (compared to vaginal) was strongly associated with development of necrotising enterocolitis [adjusted odds ratio (95% confidence interval): 2.64 (1.31-5.29)]. We failed to identify an association between preoperative enteral nutrition and necrotising enterocolitis. Conclusion: This study showed a high risk of necrotising enterocolitis in newborns with critical CHD born via caesarean. This information is important given the high prevalence of planned birth by caesarean in newborns with CHD.
... Mode of Delivery and the Infant's Gut Microbiota: Impact on the Risk of AD Several studies have shown that the mode of delivery affects the composition of the infant's gut microbiota. Vaginal delivery (VD) contributes to the normal colonization of the infant's gut by exposing them to maternal vaginal microbiota, which includes Lactobacillus, Prevotella, Bacteroides, Escherichia, Shigella, and Bifidobacterium [41,42]. In contrast, delivery by cesarean section (CD) has been associated with delayed acquisition of vaginal microbiota, such as Bacteroides species. ...
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Atopic dermatitis (AD) is a chronic inflammatory skin disease that occurs in genetically predisposed individuals. It involves complex interactions among the host immune system, environmental factors (such as skin barrier dysfunction), and microbial dysbiosis. Genome-wide association studies (GWAS) have identified AD risk alleles; however, the associated environmental factors remain largely unknown. Recent evidence suggests that altered microbiota composition (dysbiosis) in the skin and gut may contribute to the pathogenesis of AD. Examples of environmental factors that contribute to skin barrier dysfunction and microbial dysbiosis in AD include allergens, irritants, pollution, and microbial exposure. Studies have reported alterations in the gut microbiome structure in patients with AD compared to control subjects, characterized by increased abundance of Clostridium difficile and decreased abundance of short-chain fatty acid (SCFA)-producing bacteria such as Bifidobacterium. SCFAs play a critical role in maintaining host health, and reduced SCFA production may lead to intestinal inflammation in AD patients. The specific mechanisms through which dysbiotic bacteria and their metabolites interact with the host genome and epigenome to cause autoimmunity in AD are still unknown. By understanding the combination of environmental factors, such as gut microbiota, the genetic and epigenetic determinants that are associated with the development of autoantibodies may help unravel the pathophysiology of the disease. This review aims to elucidate the interactions between the immune system, susceptibility genes, epigenetic factors, and the gut microbiome in the development of AD.
... Infant microbiota is very unstable and can be influenced by many factors, such as the delivery mode. The natural colonization and development of infant-gut microbiota is stunted when the infant is born by cesarean section (CS) [6]. A longitudinal study of 150 countries showed an increasing trend in CS rates from 6.7% in 1990 to 19.1% in 2014 [7]. ...
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Background Infants born via cesarean section (CS) are at an increased risk of immune-related diseases later in life, potentially due to altered gut microbiota. Recent research has focused on the administration of probiotics in the prevention of gut microbiota dysbiosis in neonates delivered by CS. This study was performed to investigate the effects of probiotic supplementation on the gut microbiota of CS-delivered infants. Methods Thirty full-term neonates delivered by CS were randomized into the intervention (supplemented orally with a probiotic containing Bifidobacterium longum, Lactobacillus acidophilus, and Enterococcus faecalis for 2 weeks) and control groups. Stool samples were collected at birth and 2 weeks and 42 days after birth. The composition of the gut microbiota was analyzed using 16S rRNA sequencing technology. Results The applied bacterial strains were abundant in the CS-delivered infants supplemented with probiotics. Probiotics increased the abundance of some beneficial bacteria, such as Bacteroides, Acinetobacter, Veillonella, and Faecalibacterium. Low colonization of Klebsiella, a potentially pathogenic bacterium, was observed in the intervention group. Conclusions Our results showed that probiotics supplemented immediately after CS enriched the gut microbiota composition and altered the pattern of early gut colonization. Trial Registration: registration number NCT05086458.
... Gut microbiome diversity (Shannon index) of infants and children was significantly different with delivery mode, which is surprising, since studies have found that the differences in gut microbial communities due to delivery mode decrease with time, even over the first year of life [5,47]. However, our path analysis revealed that the association between delivery mode and gut microbiome diversity (Shannon index) was fully mediated by the measure of total household environmental contamination (water + soil/dust) (Table S10), indicating that delivery mode does not have a direct effect on gut microbiome diversity in this study population, but this is only a reflection of the effect of environmental contamination on the gut. ...
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Background Early life plays a vital role in the development of the gut microbiome and subsequent health. While many factors that shape the gut microbiome have been described, including delivery mode, breastfeeding, and antibiotic use, the role of household environments is still unclear. Furthermore, the development of the gut antimicrobial resistome and its role in health and disease is not well characterized, particularly in settings with water insecurity and less sanitation infrastructure. Results This study investigated the gut microbiome and resistome of infants and young children (ages 4 days-6 years) in rural Nicaragua using Oxford Nanopore Technology’s MinION long-read sequencing. Differences in gut microbiome diversity and antibiotic resistance gene (ARG) abundance were examined for associations with host factors (age, sex, height for age z-score, weight for height z-score, delivery mode, breastfeeding habits) and household environmental factors (animals inside the home, coliforms in drinking water, enteric pathogens in household floors, fecal microbial source tracking markers in household floors). We identified anticipated associations of higher gut microbiome diversity with participant age and vaginal delivery. However, novel to this study were the significant, positive associations between ruminant and dog fecal contamination of household floors and gut microbiome diversity. We also identified greater abundance of potential pathogens in the gut microbiomes of participants with higher fecal contamination on their household floors. Path analysis revealed that water quality and household floor contamination independently and significantly influenced gut microbiome diversity when controlling for age. These gut microbiome contained diverse resistome, dominated by multidrug, tetracycline, macrolide/lincosamide/streptogramin, and beta-lactam resistance. We found that the abundance of ARGs in the gut decreased with age. The bacterial hosts of ARGs were mainly from the family Enterobacteriaceae, particularly Escherichia coli. Conclusions This study identified the role of household environmental contamination in the developing gut microbiome and resistome of young children and infants with a One Health perspective. We found significant relationships between host age, gut microbiome diversity, and the resistome. Understanding the impact of the household environment on the development of the resistome and microbiome in early life is essential to optimize the relationship between environmental exposure and human health.
... Gut microbiome diversity (Shannon index) of infants and children was significantly different with delivery mode, which is surprising, since studies have found that the differences in gut microbial communities due to delivery mode decrease with time, even over the first year of life [5,47]. However, our path analysis revealed that the association between delivery mode and gut microbiome diversity (Shannon index) was fully mediated by the measure of total household environmental contamination (water + soil/dust) (Table S10), indicating that delivery mode does not have a direct effect on gut microbiome diversity in this study population, but this is only a reflection of the effect of environmental contamination on the gut. ...
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Background Early life plays a vital role in the development of the gut microbiome and subsequent health. While many factors that shape the gut microbiome have been described, including delivery mode, breastfeeding, and antibiotic use, the role of household environments is still unclear. Furthermore, the development of the gut antimicrobial resistome and its role in health and disease is not well characterized, particularly in settings with water insecurity and less sanitation infrastructure. Results This study investigated the gut microbiome and resistome of infants and young children (ages 4 days-6 years) in rural Nicaragua using Oxford Nanopore Technology’s MinION long-read sequencing. Differences in gut microbiome diversity and antibiotic resistance gene (ARG) abundance were examined for associations with host factors (age, sex, height for age z-score, weight for height z-score, delivery mode, breastfeeding habits) and household environmental factors (animals inside the home, coliforms in drinking water, enteric pathogens in household floors, fecal microbial source tracking markers in household floors). We identified anticipated associations of higher gut microbiome diversity with participant age and vaginal delivery. However, novel to this study were the significant, positive associations between ruminant and dog fecal contamination of household floors and gut microbiome diversity. We also identified greater abundance of potential pathogens in the gut microbiomes of participants with higher fecal contamination on their household floors. Path analysis revealed that water quality and household floor contamination independently and significantly influenced gut microbiome diversity when controlling for age. These gut microbiome contained diverse resistome, dominated by multidrug, tetracycline, macrolide/lincosamide/streptogramin, and beta-lactam resistance. We found that the abundance of ARGs in the gut decreased with age. The bacterial hosts of ARGs were mainly from the family Enterobacteriaceae, particularly Escherichia coli. Conclusions This study identified the role of household environmental contamination in the developing gut microbiome and resistome of young children and infants with a One Health perspective. We found significant relationships between host age, gut microbiome diversity, and the resistome. Understanding the impact of the household environment on the development of the resistome and microbiome in early life is essential to optimize the relationship between environmental exposure and human health.
... It has been shown that the microbiota of infants born by cesarean section can be brought to resemble that of vaginally born infant microbiotas through maternal fecal transplantation (Korpela et al. 2020). The mode of delivery, feeding method, and antibiotic exposure can disturb the trajectory of the microbiota composition and development, e.g., these factors have been associated with increased risk of allergy and asthma development and, together with maternal intrapartum prophylactic antibiotic treatment, can predispose infants to colonization by opportunistic pathogens (Shao et al. 2019). As mentioned, the most abundant bacteria in the infant microbiome is Bifidobacterium, which is found in low percentages in the vaginal microbiome, but has been shown to increase in pregnant mice feces in response to the maternal hormone progesterone during late pregnancy (Nuriel-Ohayon et al. 2019). ...
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... The effect of cesarean section on gut microbiota is normalized in 3-5-year-old children [84]. It has been reported that active colonization by opportunistic pathogens, especially Enterococcus faecalis, is observed in cesarean sections, and the lack of several Bacteroides species in newborns is a distinguishing feature of such deliveries from vaginal deliveries [108]. Referring back to the already described MIA, it is worth noting that treatment of Bacteroides fragilis mouse models of ASD contributed to a decrease in IL-6 levels and, along with other symptoms of ASD, improved sensorimotor disorders [109]. ...
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Commensal gut bacterial communities (microbiomes) are predicted to influence human health and disease[1,2]. Neonatal gut microbiomes are colonized with maternal and environmental flora and mature toward a stable composition over 2–3 years[3,4]. To study pre- and postnatal determinants of infant microbiome development, we analyzed 402 fecal metagenomes from 60 infants aged 0–8 months, using longitudinal generalized linear mixed models (GLMMs). Distinct microbiome signatures correlated with breastfeeding, formula ingredients, and maternal gestational weight gain (GWG). Amino acid synthesis pathway accretion in breastfed microbiomes complemented normative breastmilk composition. Prebiotic oligosaccharides, designed to promote breastfed-like microflora[5], predicted functional pathways distinct from breastfed infant microbiomes. Soy formula in six infants was positively associated with Lachnospiraceae and pathways suggesting a short-chain fatty acid (SCFA)-rich environment, including glycerol to 1-butanol fermentation, which is potentially dysbiotic. GWG correlated with altered carbohydrate degradation and enriched vitamin synthesis pathways. Maternal and postnatal antibiotics predicted microbiome alterations, while delivery route had no persistent effects. Domestic water source correlates suggest water may be an underappreciated determinant of microbiome acquisition. Clinically important microbial pathways with statistically significant dietary correlates included dysbiotic markers[6,7], core enterotype features[8], and synthesis pathways for enteroprotective[9] and immunomodulatory[10,11] metabolites, epigenetic mediators[1], and developmentally critical vitamins[12], warranting further investigation.
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