Abstract
Periodontitis is the most important cause of tooth loss in adults and is closely related to various systemic diseases. Its etiologic factor is plaque biofilm, and the primary treatment modality is plaque control. Studies have confirmed that Fusobacterium nucleatum can cause periodontitis through its virulence factors and copolymerizing effects with other periodontal pathogens, such as the red complex. Inhibiting F. nucleatum is an essential target for preventing periodontitis. The time-consuming and costly traditional periodontal treatment, periodontal scaling, and root planing are a significant burden on individual and public health. Antibiotic use may lead to oral microbial resistance and microbiome imbalance, while probiotics regulate microbial balance. Akkermansia muciniphila is a critical probiotic isolated from the human intestine. It can protect the integrity of the epithelial barrier, regulate and maintain flora homeostasis, improve metabolism, and colonize the oral cavity. Its abundance is inversely correlated with various diseases. We hypothesized that A. muciniphila could inhibit the effects of F. nucleatum and alleviate periodontitis. Bacterial co-culture experiments showed that A. muciniphila could inhibit the expression of the virulence gene of F. nucleatum. After treating gingival epithelial cells (GECs) with F. nucleatum and A. muciniphila, transcriptome sequencing and ELISA experiments on medium supernatant showed that A. muciniphila inhibited the inflammatory effect of F. nucleatum on GECs by inhibiting TLR/MyD88/NF-κB pathway modulation and secretion of inflammatory factors. Finally, animal experiments demonstrated that A. muciniphila could inhibit F. nucleatum-induced periodontitis in BALB/c mice.
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Introduction
Periodontitis occurs in periodontal supporting tissues and is a chronic inflammatory disease that most commonly causes tooth loss in adults1. The Global Burden of Disease study shows severe periodontitis has become the sixth most prevalent disease worldwide2. At the same time, periodontitis is associated with various systemic diseases.
Dental plaque is the initiating factor of periodontitis3. Disrupting the balance between dental plaque and the host immunity leads to periodontal inflammation.
Fusobacterium nucleatum is a gram-negative obligate anaerobic bacterium and is a typical representative of the orange complex in periodontal pathogens. It is highly detected in periodontal diseases, and its detection positively correlates with periodontal inflammation4,5. F. nucleatum alone infecting mice can lead to significant periodontal inflammation and alveolar bone destruction6. It can promote the formation and maturation of plaque biofilm through a copolymerizing effect and the occurrence and development of periodontitis in conjunction with the red complex through virulence factors FadA, endotoxins, etc7,8,9. In addition, it mediates the relationship between periodontitis, colorectal cancer, and other systemic diseases10,11,12. Inhibiting its growth and virulence gene expression is significant for periodontal and general health.
Traditional periodontal treatment is based on periodontal scaling and root planing13, supplemented by antibiotics if necessary14,15. It is costly, time-consuming, and a massive burden on individual and public health because it may not eradicate the plaque and lead to microbial resistance and microbiome imbalance16,17,18. Therefore, researchers have been trying to find new methods to control plaque in recent years.
Probiotics can produce antibacterial products, regulate the host’s immune response, and interact with pathogenic bacteria directly. They have been introduced into the study of periodontitis treatment to inhibit the progression of periodontitis in recent years19. Akkermansia muciniphila, also known as Akk, is a gram-negative obligate anaerobic bacterium that accounts for about 3% of the microbial community in the colon of healthy people20,21. Its abundance is inversely correlated with various diseases22,23,24,25,26,27,28,29 and is an intestinal probiotic that has attracted widespread attention in recent years30,31. It can protect the integrity of the epithelial barrier, regulate and maintain intestinal flora homeostasis, and improve metabolism32,33,34.
Previous studies have shown that A. muciniphila sequence could be detected in saliva35, and oral administration of 1010 live or pasteurized A. muciniphila bacteria daily is safe24. A. muciniphila can colonize the oral cavity and may be used as a probiotic for oral niches.
Our study found that A. muciniphila can inhibit the growth and virulence gene expression of F. nucleatum and reduce TLR/MyD88/NF-κB pathway expression and inflammatory factors upregulated by F. nucleatum to suppress GECs’ inflammatory response. It can also reduce alveolar bone loss and soft tissue inflammatory response in F. nucleatum-induced mice periodontitis.
Results
A. muciniphila inhibits the growth of F. nucleatum in a planktonic or biofilm state
Researchers commonly use the BHI-Hemin-VK medium to culture F. nucleatum and the BHI-Mucin medium for A. muciniphila. We found that both usually grow in the BHI-Hemin-VK medium (Supplementary Fig. 1a, b), while F. nucleatum proliferates at a low rate and rapidly dies in the BHI-Mucin medium (Supplementary Fig. 1b). We finally chose the BHI-Hemin-VK medium as the co-culture medium.
To explore how A. muciniphila influences the growth of F. nucleatum, we co-cultured them to observe the amounts of bacteria in the planktonic and biofilm states. In the planktonic state, F. nucleatum could not grow to the plateau stage, and its amount was significantly lower than the Fn group in 2–4 days; its growth was significantly inhibited, leading to gradual death (Fig. 1a). A. muciniphila could grow to the plateau stage (approximately 1 × 108 CFU/mL) in both the AKK and Fn+AKK groups and the bacterial proliferation was closer on days 3–4. However, the final bacterium amount was different (Fig. 1b). Scanning electron microscopy (S-ES) showed that the amount of F. nucleatum biofilm increased significantly over time in the Fn group, while the amount of biofilm in the co-culture group did not change significantly on day 1 but slightly increased on day 2. Furthermore, A. muciniphila significantly inhibited F. nucleatum biofilm formation and growth on days 1–3, consistent with the results of the planktonic state. F. nucleatum was elongated and filamentous, with poor growth status on day 3 (Fig. 1c).
A. muciniphila inhibited the expression of F. nucleatum virulence genes
The pathogenicity of F. nucleatum is associated with various virulence factors. It releases virulence factors such as FadA, endotoxins, and serine proteases36 to induce host immune-inflammatory responses and promotes periodontal tissue destruction37. We further explored whether A. muciniphila influenced F. nucleatum virulence gene expression. We extracted the RNA in the Fn and Fn+Akk groups the days 1, 2, and 3 to quantify gene expression of F. nucleatum with qPCR. We found that FadA, Fap2, Aid1, FomA, and CmpA genes were significantly inhibited on day 1 (Fig. 2a), FadA, Aid1, FomA, CmpA, radD genes were markedly downregulated on day 2 (Fig. 2b), FadA and Aid1 genes were still significantly lower on day 3 than in the Fn group (Fig. 2c). It follows that A. muciniphila inhibited the virulence gene expression of F. nucleatum.
A. muciniphila inhibited the inflammatory effect on gingival epithelial cells caused by F. nucleatum by inhibiting the expression of TLR/MyD88/NF-κB pathways and secretion of inflammatory factors
A. muciniphila can inhibit F. nucleatum growth and its virulence gene expression. However, to determine whether A. muciniphila could block the inflammatory effect on GECs caused by F. nucleatum to inhibit periodontitis, we infected human GECs (C1052) with A. muciniphila and F. nucleatum alone and together (control, Fn, AKK, and Fn+Akk groups, multiplicity of infection (MOI) = 250) to further clarify the role of A. muciniphila.
RNA-seq of GECs showed that in the Fn group, 1407 and 563 genes were downregulated, and 1429 and 756 genes were upregulated, respectively, compared with the control and the Fn+AKK groups (Supplementary Fig. 2a). F. nucleatum and A. muciniphila affected the gene expression of GECs differently.
Kyoto Encyclopedia of Genes and Genomes (KEGG) functional enrichment analysis showed significant changes in cytokine-cytokine receptor interaction, JAK-STAT signaling pathway, TNF signaling pathway, etc., in the Fn group compared with the control group (Supplementary Fig. 2b). In addition, the TNF signaling pathway, cytokine-cytokine receptor interaction, etc., changed in the Fn+Akk group compared with the Fn group (Supplementary Fig. 2b). These findings illustrated that F. nucleatum alone and F. nucleatum and A. muciniphila co-infection affected the expression of inflammatory factors in human GECs differently.
Go enrichment yielded similar results: there were significant changes in the cell surface receptor signaling pathway, etc., compared with the control group, and the cytokine-mediated signaling pathway, cell surface receptor signaling pathway, etc., exhibited significant changes in the Fn+Akk group compared with the Fn group (Supplementary Fig. 2c).
Cluster analysis of inflammatory factors-related genes showed that inflammatory factors such as TLRs (ENSG00000136869, ENSG00000187554, ENSG00000109320)/MyD88(ENSG00000172936)/NF-κB (ENSG00000109320) pathway and IL-1β (ENSG00000125538) in the Fn+AKK group were downregulated significantly reduced compared with the Fn group (Fig. 3a). qPCR of representative factors of the NF-κB pathway and inflammatory factors of periodontitis38 showed that TLR-4, MyD88, IL-1β, IL-6, IL-8, and TNF-α were significantly downregulated in the AKK group, but not TLR-2 and NF-κB1, compared with the control group (Fig. 3b–i). In the Fn group, MyD88 and four inflammatory factors increased significantly; TLR-2, TLR-4, and NF-κB1 were expressed twice or more as high as those in the control group (Fig. 3b–i). In the Fn+Akk group, TLR-2, TLR-4, MyD88, and NF-κB1 were expressed approximately half as much as those in the Fn group, and inflammatory factors were expressed significantly lower than those in the Fn group (Fig. 3b–i). These indicated that A. muciniphila downregulated the TLR/MyD88/NF-κB pathway and inflammatory factors expression of human GECs caused by F. nucleatum.
We further validated changes in inflammatory factors IL-1β, IL-6, and IL-8 in the GECs with ELISA. The results showed that in the F. nucleatum group, IL-1β, IL-6, and IL-8 were much higher in the supernatant than in the control and AKK groups; IL-6 was twice as high as that in the Fn+AKK group, and IL-1β and IL-8 were approximately 1.5 times as high as that in the Fn+AKK group (Fig. 3j–l), indicating that F. nucleatum promoted the secretion of inflammatory factors in GECs, while A. muciniphila inhibited this response, consistent with the qPCR results.
A. muciniphila inhibited F. nucleatum-induced periodontitis in BALB/c mice
These findings suggested that A. muciniphila could inhibit F. nucleatum-induced inflammation of GECs. Next, we explored whether A. muciniphila can perform the same role in vivo. BALB/c mice were respectively and together inoculated with A. muciniphila and F. nucleatum to observe the bacterial community structure, alveolar bone loss, bone volume fraction, and soft and hard tissue inflammation to determine the role of A. muciniphila. After bacterial inoculation four days a week for four consecutive weeks, qPCR for oral plaque samples of mice showed that F. nucleatum and A. muciniphila successfully colonized the oral cavity (Supplementary Fig. 3a, b).
Mice oral plaque was used for 16s rRNA sequencing. Although there were no significant differences, the observed species and PD whole tree indices showed the least species richness in the Fn group (Supplementary Fig. 3c, d). In contrast, species richness and uniformity of the AKK and Fn+AKK groups were slightly higher than the control and Fn groups (Supplementary Fig. 3d), indicating that F. nucleatum might have reduced oral species diversity, while A. muciniphila maintained and improved oral species diversity. As indicated by PCoA analysis, the oral community structure of the control group was significantly different from the Fn group (Fig. 4a) but was similar to the AKK group (Supplementary Fig. 3e). There were no significant differences between the Fn+AKK, Fn, and control groups (Supplementary Fig. 3f). The heat map of the community structure showed that the abundance of F. nucleatum was the highest in the Fn group (Fig. 4b), indicating that A. muciniphila might have inhibited the colonization of F. nucleatum in the oral cavity in the Fn+AKK group. In addition, A. muciniphila also inhibited the growth of other periodontal pathogens such as Prevotella, Treponema, and Campylobacter (Fig. 4b).
After being sacrificed, we used the maxillary bones of mice for micro-CT analyses. Concerning alveolar bone loss, the Fn group exhibited the highest bone loss, and the AKK group was similar to the control group. The Fn+AKK group exhibited less bone loss than the Fn group but more than that in the control group (Fig. 4c, d). The bone volume fraction at the root bifurcation of the maxillary first molar was the least in the Fn group (Fig. 4e), indicating that F. nucleatum might have promoted alveolar bone resorption while A. muciniphila might have inhibited it.
HE staining was performed to observe the periodontal inflammatory response. There was no apparent inflammation in the control group, and a few inflammatory cells were observed in the gingiva of the AKK group. In contrast, there were numerous inflammatory cells, a disordered arrangement of periodontal membrane fibers, and stripped junctional epithelium in the Fn group. However, the Fn+AKK group showed milder inflammation than the Fn group (Fig. 4f), indicating that F. nucleatum might have exerted a severe inflammatory effect on the periodontal tissue, while A. muciniphila might have inhibited it. The immunohistochemical staining results showed that the proportion of IL-1β-positive area (1.36% vs. about 0.5%) and IL-6-positive area (2.66% vs. 0.51%, 1.06%, and 0.99%) in the Fn group were the highest (Fig. 4g, h), indicating that F. nucleatum infection might have led to elevated levels of IL-1β and IL-6 proteins in mouse periodontal tissues, and A. muciniphila might have inhibited it, consistent with HE staining results.
Discussion
F. nucleatum is the dominant pathogen in periodontitis. It promotes the formation and maturation of plaque biofilm through copolymerization to develop periodontitis in conjunction with the red complex7,8,9. It also mediates the relationship between periodontitis and systemic diseases such as colorectal cancer10,11,12. Considering the critical periodontal and systemic pathogenic effects of F. nucleatum, inhibiting its growth and virulence gene expression is significant for periodontal and general health.
In recent years, considering the limitations of periodontal scaling and root planing39 and microbial resistance and oral microbiome imbalance caused by antibiotics, probiotics such as Lactobacillus, Bifidobacterium, and A. muciniphila have been introduced into the treatment of periodontitis13,19,40,41,42. These probiotics can produce some antibacterial products, regulate the host immune response, and directly interact with pathogens to inhibit the progression of periodontitis. A. muciniphila has attracted attention as an intestinal probiotic in recent years30,31. Its abundance is inversely correlated with various diseases. It can also be detected in the saliva35, and researchers have verified the safety of A. muciniphila for oral administration24. Therefore, we explored its role in periodontitis.
Previous studies have shown that F. nucleatum can invade GECs with the help of adhesins such as FadA43,44,45 and generate LPS to activate the TLR/MyD88/NF-κB pathway46,47 which in turn produces IL-1β48,49. Our study found that A. muciniphila inhibited the expression of virulence factor FadA of F. nucleatum at 24 h, 48 h, and 72 h (Fig. 2a–c). Furtherly, the transcriptome and qPCR analysis of the GECs indicated that inflammatory factor-related genes, including TLRs, MyD88, NF-κB1, IL-1β and so on, were significantly downregulated in the Fn+AKK group compared with the Fn group (Fig. 3a). qPCR of representative factors of the NF-κB pathway showed, in the Fn+AKK group, TLR-2, TLR-4, MyD88, and NF-κB1 expressed approximately half as much as those in the Fn group (Fig. 3b–e). In addition, inflammatory factors of periodontitis, such as IL-1β, IL-6, IL-8, and TNF-α also significantly reduced in the Fn+AKK group (Fig. 3f–i). In the mice model, A. muciniphila also reduced the IL-1β and IL-6 levels inuduced by F. nucleatum (Fig. 4g, h). According to these results, we thought that A. muciniphila could inhibit the growth and the expression of virulence genes of F. nucleatum, especially the FadA gene, then downregulated the TLRs/MyD88 signaling pathway to furtherly inhibit the activation of NF-κB pathway, and finally reduced the productions of inflammatory factors, such as IL-6, IL-8 and IL-1β (Fig. 5). Finally, we showed that A. muciniphila could inhibit the colonization of F. nucleatum in the oral cavity and may reverse the microbial structure disorders through the F. nucleatum-induced mouse periodontitis model. In addition, A. muciniphila can also inhibit alveolar bone loss and inflammation of soft and hard tissues.
Interestingly, we found that in addition to the growth and virulence of F. nucleatum, A. muciniphila also inhibited the growth of other periodontal pathogens such as Peurella, Treponemalia, and Campylobacter (Fig. 4b). We suspect that this may be related to the bridging role of F. nucleatum in the formation of dental plaque. F. nucleatum has a narrow rod-like structure and can express a variety of adhesins. On the one hand, it combines initially colonized pathogenic bacteria such as Streptococcus mutants (Sm) on the tooth surface50,51,52, relying on arginine-inhibitable adhesin (RadD), adherence-inducing determinant 1 (Aid1), and coaggregation-mediating-protein-A (CmpA). On the other hand, F. nucleatum can be copolymerized with later colonized pathogenic bacteria such as Porphyromonas gingivalis (Pg)40,42 through adhesin RadD, porin FomA, and fatty acid-binding protein 2 (Fap2). F. nucleatum can copolymerize many cariogenic and periodontal pathogenic bacteria, promoting the formation and maturation of dental plaque, the initiating factor of these two diseases. In the development of periodontitis, F. nucleatum can copolymerize bacteria such as Pg41, promoting their periodontal pathogenic effects. A. muciniphila may inhibit the formation of plaque biofilms by inhibiting the copolymerization of F. nucleatum and inhibiting the pathogenicity of F. nucleatum and other periodontal pathogenic bacteria. Nevertheless, we suspect that A. muciniphila may have direct or indirect inhibitory effects on other periodontal pathogens, necessitating further experiments.
In addition to periodontal pathogenicity, F. nucleatum mediates the relationship between periodontitis and systemic diseases such as colorectal cancer23,26,28. F. nucleatum can bind to E-cadherin through FadA, activate β-catenin signaling, and differentially regulate inflammatory and carcinogenic responses to stimulate the growth of colorectal cancer cells53. It can also activate the nuclear factor NF-κB by activating the TLR4/MyD88 signaling pathway, upregulating the expression of miRNA-21, regulating the expression of RASA1, and activating the MAPK pathway, finally promoting colorectal cancer cell proliferation and tumor development54. In addition, Fusobacterium nucleatum can induce the secretion of tumor-associated cytokines and inflammatory factors, such as IL-21/22/31 and CD40L, activating JAK/STAT and MAPK/ERK signaling pathways to promote tumorigenesis55. Periodontitis increases the risk of colorectal cancer; the present study found that the inhibitory effect of A. muciniphila on F. nucleatum, especially its vital virulence factor FadA, is of great significance for preventing and treating periodontitis and colorectal cancer.
Previous studies have shown that A. muciniphila can improve host metabolic disorders, regulate immune function, and inhibit intestinal inflammation through P9 protein, outer membrane protein Amuc-1100, or the production of specific metabolites such as short-chain fatty acids. Although our study showed that A. muciniphila could inhibit the progression of periodontitis by inhibiting F. nucleatum, the particular components of its inhibitory effect are still unclear, necessitating further research.
In summary, our study showed that A. muciniphila could inhibit the growth and virulence gene expression of F. nucleatum. It inhibited the secretion of inflammatory factors and expression of the TLR/MyD88/NF-κB pathway caused by F. nucleatum to inhibit its inflammatory effect on GECs, which was validated in a mouse model of periodontitis. Our study provides new insights into the prevention and treatment of periodontitis.
Methods
Bacterial culture
The Chinese Oral Microbiology Resource Database and West China Second Hospital of Sichuan University provided F. nucleatum (ATCC 25586) and A. muciniphila (DSM 22959).
F. nucleatum and A. muciniphila56 were cultured in a 37 °C multifunctional anaerobic incubator (GENE SCIENCE, USA) (80% N2, 10% H2, 10% CO2) in BHI medium (BD, USA) containing Hemin (5 μg/mL, J&K Scientific, China), vitamin K1 (1 μg/mL, J&K Scientific, China) and 3% MUCIN (Type III) (Sigma, USA) for 48 h, respectively. In the BHI-Hemin-VK medium, the multifunctional enzyme-linked immunoassay (Molecular Devices, USA) showed F. nucleatum at approximately 1 × 109 CFU/mL at a wavelength of 600 nm and OD = 0.5. In the BHI-Mucin medium, A. muciniphila concentration was about 1 × 109 CFU/mL at a wavelength of 600 nm and OD = 0.4
1 × 108 CFU/mL of F. nucleatum and 1 × 107 CFU/mL of A. muciniphila were co-cultured in BHI-Hemin-VK medium at 1:1 volume in an anaerobic environment (80% N2, 10% H2, 10% CO2) at 37 °C. The bacteria in each group were collected for 1‒3 days and transferred to wall-breaking tubes with broken-wall beads. Then, 1 mL of Trizol was added to the liquid nitrogen cryogenic disruption cell apparatus (Bertin, USA) to break nitrogen-quick-frozen bacteria, followed by storage at −80 °C for subsequent RNA extraction.
Glass slides were coated with sterile saliva for 24 h and placed in a six-well plate with 2 mL of BHI-Hemin-VK medium. The starting concentrations of F. nucleatum and A. muciniphila were 1 × 109 and 1 × 108 CFU/mL, respectively. Then, 100 μL of the bacterial solution was added and cultured for 1‒3 days in the Fn and Fn+AKK groups (a volume of 1:1).
Standard curve
The second generation 1 × 109-CFU/mL F. nucleatum and A. muciniphila was diluted to the 1/10, 1/100, 1/1000, and 1/104 initial concentration, 1 mL of which was transferred to a 1.5-mL EP tube, using the bacterial genome DNA extraction kit (Tiangen, China) according to the instructions to extract bacterial DNA. Then their 16S rRNA gene-specific primer sequence (Table 1) was prepared in a 20-μL reaction system according to the TaKaRa TB Green® Premix Ex TaqTM II specification using a real-time fluorescence quantitative PCR instrument (Roche, Switzerland) to run the qPCR program and obtain a standard curve whose ct value corresponded to the concentration.
Cell culture
Human gingival epithelial cells (C1052) were provided by Shanghai Chunmai Biotechnology Co., Ltd., China. It was cultured in a DMEM medium (Gibco, USA) containing 10% FBS (Gibco, USA) and 1% penicillin/streptomycin (Gibco, USA) (5% CO2) at 37 °C. Human GECs were tiled in a six-well plate with 3–5 × 105/well, and after adhering, they were divided into the control, Fn, AKK, and Fn+AKK groups. Except for the control group, the remaining three were resuspended with 10% FBS DMEM medium, and the cells were infected (MOI = 250) and cultured for 24 h (5% CO2, 37 °C). After centrifuging at 1000g for 20 min, the supernatant was collected and stored at −80 °C for ELISA. The cells were washed with PBS, and 1 mL of Trizol was added, quickly frozen with liquid nitrogen, and saved at −80 °C for RNA extraction.
Animals
Animal experiments were conducted after approval by the Ethics Committee of West China Stomatology Hospital of Sichuan University. Five-week-old male SPF-grade BALB/c mice were purchased from Chengdu Dashuo Animal Center and acclimatized to the environment for one week. Water was treated with trimethoprim (0.17 mg/mL) and sulfamethoxazole (0.87 mg/mL) for one week40. Five days after antibiotic treatment50, the mice were randomly divided into four groups (control, Fn, AKK, and Fn+AKK groups, n = 10). Subsequently, 2% CMC solution was configured with PBS as a bacteria-resuspended solvent. The bacteria were applied to the oral cavities of the mice (108 CFU/mL, 0.2 mL/day, four days/week). The color, morphology, and texture changes of mice’s gingiva were examined weekly to determine the inflammatory state. After eight weeks, cotton swabs were used to collect oral plaque samples and collect maxillas and mandibles to fix in 4% paraformaldehyde solution. The maxillas were used for micro-CT analyses, and the mandibles were used for H&E staining analyses to observe inflammation in soft and hard tissues.
Electron microscopic scanning of biofilms
The co-cultured glass slides were washed 2‒3 times with PBS. The planktonic microorganisms were washed away and fixed overnight using 2.5% glutaraldehyde at 4 °C. Then, 30%, 50%, 70%, 80%, 90%, 95%, and absolute ethanol gradients were used sequentially. Each concentration was treated for 10 min and dried using a gold jet after scanning electron microscopy (Leica, China) for observation.
RNA isolation and quantitative polymerase chain reaction
The total RNA of co-cultured bacteria was extracted by the Trizol method, and NANODROP ONEC was used to determine RNA concentration and quality. Reverse transcription of RNA using PrimeScriptTM RT reagent Kit with gDNA Eraser (TaKaRa, Japan) according to the manufacturer’s instructions yielded cDNA, which was stored at −20 °C. F. nucleatum virulence gene primers (Table 2) were designed. The qPCR method was the same as before, and 2-ΔΔCt calculated the relative expression.
Total RNA in cells was extracted by the Trizol method, Nanodrop2000 was used for concentration and purity detection, and agarose gel electrophoresis was used to detect RNA integrity. Illumina Novaseq 6000 sequencing platform was used for double-ended sequencing, with SeqPrep for raw sequencing data quality control, HiSat2 for reference genome comparison, RSEM for gene expression, DESeq2 for differential expression calculation, Goatools for GO enrichment analysis, and KOBAS for KEGG enrichment analysis (primer design is shown in Table 3).
Analyses of supernatant proinflammatory cytokine
After co-culturing GECs with bacteria, the supernatant was analyzed using ELISA Kit for interleukin-1β/6/8 (Cloud-Clone Corp, USA) for ELISA experiments according to the manufacturer’s instructions.
Micro-computed tomography analyses of alveolar bone
Micro-CT scans of the maxillas of mice in each group were performed (SCANCO Medical AG, Switzerland) with a voxel resolution of 10 μm. Sagittal images of the middle tooth were selected, and the distance between the alveolar crest and enamel junction was measured to quantify the loss of the distal aspect of the first molar and the mesial aspect of the second molar. Bone volume fraction (BV/TV) analysis per tissue volume in the region of interest was performed using CT-Analyser 1.13 software (Bruker). The area of interest was the rectangular area of approximately 5.2 mm2 of the alveolar bone at the mesial and distal root bifurcation of the maxillar first molar57.
Histologic analyses of alveolar bone
Chengdu Lilai Biotechnology Co., Ltd carried out histopathological testing. HE staining revealed inflammation of the gingiva and alveolar bone, and immunohistochemical staining detected IL-1β and IL-6 protein content in the periodontal tissues of mice.
DNA sequencing and analyses
Shanghai OE Biomedical Technology Co., Ltd. used Illumina MiSeq or NovaSeq sequencing to generate the original double-ended sequence and sequenced the 16S rRNA amplicon (V3-V4 region). The clean tags data were distributed between 72684 and 76924. Chimerism was removed to obtain valid tags distributed between 60739 and 72044. The average length of the valid tags was distributed between 414.07 and 424.22 bp; the number of OTU of each sample was distributed between 724 and 1406. QIIME and MG-RAST were used to perform classification notes based on the Silva database, taxonomic comparisons at the genus level, β-diversity analysis (principal coordinate analysis), and variance analysis (i.e., ANOSIM and Adonis).
Statistical analysis
One-way analysis of variance (ANOVA) was performed using GraphPad Prism 7 software to compare group-to-group differences, and the two-by-two comparisons were performed using the Student–Newman–Keuls test method at a statistical significance of P < 0.05.
Data availability
All data generated or analyzed during this study are included in this published article (and its supplementary information included in this published article and its supplementary information files). The sequencing data from this study have been submitted to NCBI’s Sequence Read Archive under accession no. PRJNA918716 and no. PRJNA917240.
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Funding
This research was funded by the National Natural Science Foundation of China grants (81870759, 81870778, 82071106, 82271033, 81600858, 81991500, and 81991501), Key Research and Development Projects of Science and Technology Department of Sichuan Province (2021YFQ0064), Applied Basic Research Programs of Sichuan Province (2020YJ0227), Technology Innovation R&D Project of Chengdu (2022-YF05-01401-SN), and the Research Funding from West China School/Hospital of Stomatology Sichuan University (RCDWJS2021-19).
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Conceptualization: B.S., B.R., and L.C.; methodology: B.S., W.X., Y.S., Q.G., L.G., B.R., and L.C.; writing the original draft: W.X.; writing, reviewing, and editing: W.X., B.R., X.Z., and L.C.; supervision: B.R. and L.C.; funding acquisition: B.R. and L.C.; B.S. and W.X. contributed equally to this work. All authors have read and agreed to the published version of the manuscript.
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Song, B., Xian, W., Sun, Y. et al. Akkermansia muciniphila inhibited the periodontitis caused by Fusobacterium nucleatum. npj Biofilms Microbiomes 9, 49 (2023). https://doi.org/10.1038/s41522-023-00417-0
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DOI: https://doi.org/10.1038/s41522-023-00417-0
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