Study population
A total of 19 subjects between the ages of 48 to 60 months were recruited and categorized in three groups (G1, G2, G3) based on radiographic and clinical determination of caries severity (representative radiographs of each group in Fig. 1A). The mildest of the three groups, G1, had dmft of 6.2 ± 1.4 with caries only in the M, which was further subdivided into two sub-groups based on caries location: interproximal in G1-P (dmft scores of 6.0 ± 2.0) and occlusal in G1-O (dmft scores of 7.0 ± 1.1). G2 had dmft scores of 12.0 ± 1.6, with caries in the UA and M teeth. The most severe group, G3, had dmft scores of 16.0 ± 3.0 with caries in UA, LA, and M teeth (Fig. 1B). There were about twice as many males compared to females in all groups with a total of 13 males and 6 females in the study.
A total of 287 operational taxonomic units (OTUs) were obtained and subjected to prevalence and abundance analyses after filtering out 80 OTUs in the lowest quartile (25%). For alpha diversity analysis, the data was rarefied to 13,057 sequences per sample, matching the lowest abundance sample. No OTUs were lost from the rarefaction procedure.
The most abundant phyla were Firmicutes, Actinobacteria, Proteobacteria, Fusobacteria, and Bacterioidetes, that altogether comprised more than 99% in each group (Fig. 2A, left). Firmicutes dominated in G1 and G3, representing 42.8% and 37.4%, respectively, of total abundance across all samples in the groups, followed by Actinobacteria at 26.3 % and 24.0 %, in G1 and G3, respectively. Actinobacteria predominated in G2 at 57.3% of total abundance, followed by Firmicutes at 22.5%. Proteobacteria, Fusobacteria, and Bacteroides together formed 30.7%, 19.8%, and 38.4% of the total phyla observed in G1, G2 and G3, respectively.
We observed eight dominant genera present at ³1% in all three groups (Fig. 2A, right). To examine the differences and similarities of genera in G1, G2, and G3, we divided the population into different categories: high abundant (>30%), moderately abundant (~5-15%), and low abundant (~1-3%) genera (Fig. 2B). Streptococcus spp. and Actinomyces spp. represent the genera of high abundance in G1 and G2 corresponding to ~45% of the total biofilm biomass. Interestingly, no genera with relative abundance higher that 20% were detected in G3 and this group displays greater variability when comparing to G1 and G2. Among the moderately abundant genera, the observed differential difference of Leptotrichia spp., Veillonella spp., and Corynebacterium spp. is small between G1 and G2 in each case but potentially biologically significant given their high abundance in the plaque biofilm. Among the low abundant genera, G1 and G2 include Capnocytophaga spp., Fusobacterium spp., and Prevotella spp. at similar abundance. In G3, however, Capnocytophaga spp. and Prevotella spp. were found to be at higher relative abundance.
Microbiome diversity
Analyses of the plaque microbial diversity within the upper anterior (UA) and lower anterior (LA) regions of each subject revealed no statistically significant differences in the alpha-diversity within the same subject. In contrast, the alpha-diversity of the LA and UA was significantly different between individuals, irrespective of their caries type/grouping (observed diversity p-value = 0.00004; Chao1 p-value = 0.00003) with a greater diversity in the LA compared to the UA. Significant differences were found in the alpha-diversity between the microbiome of the three caries groups (observed diversity p-value = 0.0008; Chao1 p-diversity = 0.0018). The highest diversity overall was found in the LA region of G1, and the lowest in the UA region of G2.
Analysis of beta-diversity of the microbiome of the three groups showed significant differences between G1 and G2 (observed diversity p-value < 0.05; Chao1 p-value < 0.05; Fig. 3A). Beta diversity metrics with Principal Coordinate Axis (PcoA) analyses showed similar distributions between the three groups with significant differences in the centroids of the three groups (Fig 3B). The composition and diversity of the microbiome among the three groups was further confirmed to be significantly different from each other via a PERMANOVA analysis (p-value = 0.001).
Microbiome differential abundance between groups
Comparisons were next made to determine the differential abundance of the OTUs in the three groups using the DESeq2 analysis. Within the same subject, the UA and LA regions demonstrated absence of differentially abundant OTUs. In contrast, statistically significant differences in differential abundance levels in several OTUs were found in two group comparisons (Fig. 4). A total of 8 genera were identified with significantly different abundance between groups (Fig. 4A). The most compelling observation when comparing G1 to G3 and G2 to G3 was that nearly two-third of the observed genera were over-represented in G3. Treponema ssp., Streptococcus spp., Veillonella spp., and Neisseria spp. exhibited higher levels in G3. Conversely, Saccharibacteria_genera_incertae_sedis and Eikenella spp. were found to be decreased. Interestingly, Saccharibacteria_genera_incertae_sedis was over-represented in G1 and G2, and the only genus enriched in G2. When comparing G1 to the other two groups, Actinomyces spp. was the only genus showing a notable increase in abundance in G1. Fusobacteria spp. and Neisseria spp. were also found to be over-represented in G1 but only when compared to G2.
Collectively, group-specific differential abundance levels of some genera were observed when comparing the three groups together (Fig. 4B). The differential abundance of Streptococcus spp. and Veillonella spp. showed a higher level in G3 compared to both G1 and G2, whereas Saccharibacteria_genera_incertae_sedis was the lowest in G3 relative to the other two groups. Veillonella spp. increased from G2 to G3 and Actinomyces appeared to be highest in G1 and Fusobacteria spp. was lowest in G2 relative to the other groups.
Five genera, represented by 9 OTUs, showed statistically significant higher log fold differences in differential abundance in the occlusal caries (G1-O) versus proximal caries (G1-P) subgroups of G1 (Fig. 4C). Increases in differential abundance were found in G1-P versus G1-O included 3 different OTUs of Saccharibacteria_genera_incertae_sedis; 2 OTUs of the genus Actinomyces spp.; 2 OTUs of Leptotrichia spp.; 1 OTU of Fusobacteria spp. and Neisseria spp.