| Literature DB >> 35832839 |
Catherine A Butler1, Geoffrey G Adams1, Jordan Blum1, Samantha J Byrne1, Lauren Carpenter2, Mark G Gussy3, Hanny Calache4, Deanne V Catmull1, Eric C Reynolds1, Stuart G Dashper1.
Abstract
Background: Human microbiomes assemble in an ordered, reproducible manner yet there is limited information about early colonisation and development of bacterial communities that constitute the oral microbiome. Aim: The aim of this study was to determine the effect of exposure to breastmilk on assembly of the infant oral microbiome during the first 20 months of life.Entities:
Keywords: Oral cavity; breastfeeding; early childhood; infant; temporal development
Year: 2022 PMID: 35832839 PMCID: PMC9272919 DOI: 10.1080/20002297.2022.2096287
Source DB: PubMed Journal: J Oral Microbiol ISSN: 2000-2297 Impact factor: 5.833
Figure 1.The 20 most abundant bacterial (a) genera and (b) species detected in infant saliva at 1.9 months of age according to the study group and their change in abundance over time. The relative abundances of the 20 most abundant bacterial genera/species were calculated as a proportion of the total salivary bacterial species within each sample, as determined by Ion Torrent PGM™ sequencing of the 16S rRNA gene V4 region. The relative abundances of the top 20 bacterial genera/species were averaged across infants within each study group to give Average Relative Abundance, at each of the four sampling ages. ‘f__Leptotrichiaceae’ is named as such as this particular taxon was only identifiable to the family level.
Temporal development of the core oral microbiome. Prevalence and average relative abundance of bacterial species per study group and time point. Prevalence values represent the percentage of infants within each study group with detectable levels of each taxa at the four mean ages tested. Shaded values indicate bacterial taxa considered as core (> 81% prevalence). Taxa are arranged from early to late colonisers, and the total number of core taxa at each time point is shown. If two species could not be differentiated using the V4 region, both are shown as a slash call; if three or more species could not be differentiated, they are named as groups (Table S4). Bacterial species were not included that had a prevalence greater than 81% at only a single age and study group, ensuring exclusion of transient bacterial taxa that may otherwise have been considered as core.
| ~2 months | ~8 months | ~13 months | ~20 months | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Prevalence | Relative Abundance | Prevalence | Relative Abundance | Prevalence | Relative Abundance | Prevalence | Relative Abundance | |||||||||
| Species | NB | B10 | NB | B10 | NB | B10 | NB | B10 | NB | B10 | NB | B10 | NB | B10 | NB | B10 |
| 100% | 100% | 0.5809 | 0.7459 | 100% | 100% | 0.5385 | 0.5390 | 100% | 100% | 0.4933 | 0.4494 | 100% | 100% | 0.4021 | 0.3795 | |
| 100% | 100% | 0.0393 | 0.0373 | 100% | 100% | 0.0781 | 0.0679 | 100% | 100% | 0.0646 | 0.0710 | 100% | 100% | 0.0749 | 0.0697 | |
| 100% | 96% | 0.1332 | 0.0810 | 100% | 100% | 0.0101 | 0.0354 | 100% | 100% | 0.0427 | 0.0303 | 100% | 100% | 0.0337 | 0.0275 | |
| 100% | 92% | 0.0165 | 0.0125 | 100% | 100% | 0.0087 | 0.0145 | 100% | 100% | 0.0137 | 0.0151 | 100% | 100% | 0.0079 | 0.0105 | |
| 100% | 60% | 0.0439 | 0.0010 | 100% | 100% | 0.0627 | 0.0305 | 100% | 100% | 0.0380 | 0.0260 | 100% | 100% | 0.0175 | 0.0151 | |
| 92% | 76% | 0.0473 | 0.0154 | 100% | 96% | 0.0114 | 0.0202 | 100% | 100% | 0.0232 | 0.0183 | 100% | 100% | 0.0128 | 0.0127 | |
| 83% | 88% | 0.0074 | 0.0088 | 100% | 100% | 0.0100 | 0.0113 | 92% | 85% | 0.0120 | 0.0108 | 91% | 88% | 0.0035 | 0.0073 | |
| 83% | 76% | 0.0349 | 0.0073 | 92% | 100% | 0.0221 | 0.0161 | 92% | 96% | 0.0128 | 0.0082 | 100% | 100% | 0.0066 | 0.0040 | |
| 83% | 76% | 0.0088 | 0.0020 | 100% | 100% | 0.0453 | 0.0547 | 100% | 100% | 0.0421 | 0.0465 | 100% | 100% | 0.0353 | 0.0264 | |
| 83% | 72% | 0.0004 | 0.0014 | 92% | 88% | 0.0008 | 0.0007 | 92% | 85% | 0.0011 | 0.0009 | 91% | 75% | 0.0006 | 0.0003 | |
| 58% | 40% | 0.0026 | 0.0015 | 100% | 100% | 0.0104 | 0.0103 | 100% | 100% | 0.0101 | 0.0126 | 100% | 100% | 0.0082 | 0.0133 | |
| 67% | 68% | 0.0110 | 0.0027 | 100% | 96% | 0.0480 | 0.0326 | 100% | 100% | 0.0392 | 0.0574 | 100% | 100% | 0.0199 | 0.0340 | |
| 58% | 64% | 0.0193 | 0.0210 | 100% | 100% | 0.0204 | 0.0373 | 100% | 96% | 0.0091 | 0.0210 | 82% | 75% | 0.0045 | 0.0093 | |
| 50% | 68% | 0.0056 | 0.0087 | 92% | 100% | 0.0091 | 0.0095 | 92% | 100% | 0.0116 | 0.0196 | 100% | 96% | 0.0205 | 0.0133 | |
| 67% | 28% | 0.0011 | 0.0002 | 100% | 88% | 0.0081 | 0.0044 | 100% | 96% | 0.0068 | 0.0057 | 100% | 100% | 0.0096 | 0.0093 | |
| 67% | 48% | 0.0083 | 0.0007 | 92% | 92% | 0.0174 | 0.0075 | 92% | 92% | 0.0102 | 0.0060 | 100% | 100% | 0.0088 | 0.0064 | |
| 50% | 52% | 0.0022 | 0.0020 | 92% | 92% | 0.0026 | 0.0036 | 92% | 92% | 0.0031 | 0.0035 | 100% | 96% | 0.0018 | 0.0034 | |
| 33% | 60% | 0.0004 | 0.0024 | 92% | 85% | 0.0185 | 0.0128 | 100% | 100% | 0.0155 | 0.0203 | 100% | 100% | 0.0163 | 0.0202 | |
| 50% | 24% | 0.0054 | 0.0008 | 83% | 85% | 0.0022 | 0.0022 | 100% | 85% | 0.0031 | 0.0023 | 100% | 92% | 0.0016 | 0.0036 | |
| 33% | 28% | 0.0007 | 0.0004 | 83% | 81% | 0.0003 | 0.0009 | 92% | 85% | 0.0013 | 0.0007 | 91% | 100% | 0.0015 | 0.0008 | |
| 17% | 16% | 0.0000 | 0.0002 | 92% | 65% | 0.0038 | 0.0021 | 100% | 85% | 0.0045 | 0.0050 | 100% | 88% | 0.0123 | 0.0045 | |
| 33% | 20% | 0.0007 | 0.0001 | 83% | 69% | 0.0025 | 0.0012 | 100% | 96% | 0.0010 | 0.0018 | 82% | 100% | 0.0008 | 0.0019 | |
| 25% | 16% | 0.0003 | 0.0001 | 83% | 65% | 0.0011 | 0.0005 | 92% | 88% | 0.0010 | 0.0014 | 100% | 100% | 0.0022 | 0.0027 | |
| 33% | 44% | 0.0000 | 0.0039 | 83% | 62% | 0.0010 | 0.0315 | 92% | 81% | 0.0157 | 0.0206 | 82% | 79% | 0.0077 | 0.0176 | |
| 0% | 8% | 0.0000 | 0.0013 | 50% | 54% | 0.0040 | 0.0033 | 100% | 100% | 0.0104 | 0.0159 | 100% | 100% | 0.0423 | 0.0634 | |
| 0% | 20% | 0.0000 | 0.0001 | 33% | 42% | 0.0051 | 0.0041 | 100% | 100% | 0.0131 | 0.0249 | 100% | 100% | 0.0386 | 0.0399 | |
| 8% | 24% | 0.0000 | 0.0002 | 58% | 54% | 0.0007 | 0.0009 | 92% | 96% | 0.0056 | 0.0063 | 100% | 100% | 0.0220 | 0.0271 | |
| 0% | 8% | 0.0000 | 0.0004 | 17% | 19% | 0.0006 | 0.0004 | 85% | 81% | 0.0026 | 0.0054 | 91% | 96% | 0.0040 | 0.0095 | |
| 8% | 16% | 0.0000 | 0.0002 | 33% | 31% | 0.0007 | 0.0011 | 77% | 96% | 0.0016 | 0.0047 | 100% | 100% | 0.0073 | 0.0231 | |
| 0% | 8% | 0.0000 | 0.0006 | 25% | 31% | 0.0007 | 0.0014 | 77% | 96% | 0.0063 | 0.0047 | 100% | 100% | 0.0190 | 0.0208 | |
| 0% | 4% | 0.0000 | 0.0000 | 33% | 35% | 0.0005 | 0.0003 | 77% | 88% | 0.0010 | 0.0010 | 100% | 100% | 0.0032 | 0.0049 | |
| 33% | 8% | 0.0005 | 0.0000 | 75% | 65% | 0.0007 | 0.0005 | 77% | 88% | 0.0007 | 0.0007 | 100% | 92% | 0.0013 | 0.0018 | |
| 0% | 12% | 0.0000 | 0.0001 | 8% | 8% | 0.0000 | 0.0005 | 62% | 73% | 0.0009 | 0.0015 | 100% | 96% | 0.0023 | 0.0054 | |
| 17% | 16% | 0.0017 | 0.0004 | 17% | 8% | 0.0003 | 0.0010 | 62% | 54% | 0.0011 | 0.0002 | 100% | 96% | 0.0081 | 0.0044 | |
| 0% | 4% | 0.0000 | 0.0000 | 17% | 27% | 0.0010 | 0.0018 | 62% | 77% | 0.0020 | 0.0045 | 100% | 92% | 0.0035 | 0.0072 | |
| 0% | 12% | 0.0000 | 0.0000 | 25% | 31% | 0.0002 | 0.0001 | 62% | 73% | 0.0008 | 0.0003 | 100% | 92% | 0.0016 | 0.0012 | |
| 0% | 8% | 0.0000 | 0.0001 | 17% | 4% | 0.0003 | 0.0002 | 31% | 23% | 0.0003 | 0.0004 | 100% | 92% | 0.0022 | 0.0026 | |
| 0% | 8% | 0.0000 | 0.0000 | 8% | 8% | 0.0002 | 0.0001 | 69% | 58% | 0.0004 | 0.0005 | 91% | 88% | 0.0018 | 0.0022 | |
| 17% | 24% | 0.0000 | 0.0001 | 33% | 42% | 0.0001 | 0.0005 | 31% | 73% | 0.0009 | 0.0008 | 82% | 83% | 0.0019 | 0.0009 | |
Figure 2.Bacterial species with significantly different average relative abundances between B10 and NB infants. Average relative abundances of a. Streptococcus mitis group, b. Alloprevotella sp. HMT 473 and c. Veillonella sp. HMT 780, across the four sampling ages. P-values are shown for statistically significant differences in average relative abundance between study groups. Solid blue lines represent the B10 group, solid red lines represent the NB group. Means and standard errors are shown in black.
Figure 3.Violin and boxplot of the bacterial α-diversity within infant saliva according to age and study group. Bacterial α-diversity was measured according to the Shannon Diversity Index. Data from the B10 group is blue and from the NB group is red. The violin plot shows the kernel probability density of the data at different values. The boxplot represents the same data in quartiles, with the horizontal line in the boxplot representing the median, and the ‘box’ representing 50% of the data. The upper and lower whiskers of the boxplot represent values of 1.5 multiplied by the IQR. Mean comparison p-values are given between the different study groups.
Figure 4.Principal coordinate analysis (PCoA) of the β-diversity of abundant bacterial genera from each infant, across study groups and ages. (a) Data are shown for each study group (B10 = blue; NB = red) at each of the four time points, using weighted UniFrac distance metrics. (b) Data are shown at each of the four time points for the two study groups, using weighted UniFrac distance metrics. 95% confidence ellipses are also shown for each study group. Statistical significance was determined via pairwise comparisons using permutational MANOVAs. (c) The species loadings are shown for the top 20 genera. The genus Streptococcus was positively correlated with the PCoA.1 dimension (r = 0.96) and the genera Neisseria and Haemophilus were negatively correlated with the PCoA.1 dimension (r = – 0.77 and r = – 0.62, respectively). The genus Alloprevotella was negatively correlated with the PCoA.2 dimension (r = – 0.74). (d) Differences in group homogeneities are shown each of the four time points for the two study groups ((B10 = blue; NB = red). P-values are shown for statistically significant differences between study groups.