The role of microbial interactions in dental caries: Dental plaque microbiota analysis
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作者:
Shao, Qingyi
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Zhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R China
Shao, Qingyi
[1
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Feng, Danfeng
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Tongde Hosp Zhejiang Prov, Dept Stomatol, Hangzhou, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R China
Feng, Danfeng
[2
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Yu, Zhendi
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Zhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R China
Yu, Zhendi
[1
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Chen, Danlei
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Zhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R China
Chen, Danlei
[1
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Ji, Youqi
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Zhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R China
Ji, Youqi
[1
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Ye, Qing
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Zhejiang Univ, Childrens Hosp, Natl Clin Res Ctr Child Hlth, Sch Med,Natl Childrens Reg Med Ctr, Hangzhou, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R China
Ye, Qing
[3
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Cheng, Dongqing
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Zhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R China
Cheng, Dongqing
[1
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机构:
[1] Zhejiang Chinese Med Univ, Sch Med Technol & Informat Engn, Hangzhou, Zhejiang, Peoples R China
[2] Tongde Hosp Zhejiang Prov, Dept Stomatol, Hangzhou, Zhejiang, Peoples R China
[3] Zhejiang Univ, Childrens Hosp, Natl Clin Res Ctr Child Hlth, Sch Med,Natl Childrens Reg Med Ctr, Hangzhou, Zhejiang, Peoples R China
Objectives: Dental caries is a result of the ecological dysfunction of the polymicrobial community on the tooth surface, which evolves through microbial interactions. In this study, we conducted a thorough analysis of the dental plaque microbiome to comprehend its multi-microbial aetiology. Materials and method: In this study, plaque was collected from healthy tooth surfaces, shallow carious teeth and deep carious teeth, and bacterial composition and abundance were assessed using 16S rRNA high-throughput sequencing. Random forest and LEfSe were used to profile various microorganisms at each stage. Additionally, we developed a molecular ecological network (MEN) based on random matrix theory (RMT) to examine microbial interactions for the first time. Results: Our results reveal that Scardovia wiggsiae, Streptococcus mutans, and Propionibacterium acidifaciens may be associated with initial caries, and Propionibacterium acidifaciens differentiates between shallow and deep caries. As caries progressed, the alpha diversity index declined, indicating a decrease in microbial variety. The network topological indices such as centralization betweenness revealed that the caries network had become more complex, involving more microbial interactions. The shallow network revealed a high negative correlation ratio across nodes, indicating that microbes competed heavily. In contrast, the positive correlation ratio of deep network nodes was high, and microorganisms transitioned from a competitive to a synergistic state. Conclusions: This study suggests that microbial diversity and interactions are critical to caries progression and that future caries research should give greater consideration to the role of microbial interaction factors in caries progression.