Temporal variation in the oral microbiome and the prediction of early childhood caries in different ethnicities.

IF 1.5 4区 医学 Q3 DENTISTRY, ORAL SURGERY & MEDICINE Journal of Clinical Pediatric Dentistry Pub Date : 2024-09-01 Epub Date: 2024-09-03 DOI:10.22514/jocpd.2024.114
Chongqing Yu, Donghui Li, Duo Chen, Chengdong Zheng, Yi Qian, Xuedi Qiu, Zha Xiaoyu, Xiaorui Gou, Zheng Zhou, Yufeng Shen
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Abstract

Globally, early childhood caries (ECC) is a significant public health concern, necessitating effective prediction and prevention strategies. This study aimed to explore variations in the oral microbiome of saliva from pre-school Han and Uyghur children during ECC development and establish a predictive model based on temporal oral microbiome changes. Saliva samples were collected from a single kindergarten every three months over six months. Forty-four pre-school children provided 132 samples, categorized into six groups: (1) HEF (healthy pre-school Han children), (2) HEO (Han children with caries), (3) HEP (Han children with progressive caries), (4) WEF (healthy pre-school Uyghur children), (5) WEO (Uyghur children with caries), and (6) WEP (Uyghur children with progressive caries). Illumina Miseq sequencing identified oral microbiome differences between groups and time points. The Random Forest (RF) algorithm established ECC prediction models. The T1HEO group exhibited significantly higher Chaol index, observed species index, PD whole tree index, and Shannon index than the T2HEO group (p < 0.01). Similarly, the T1WEO group had significantly higher Chaol index, observed species index, and PD whole tree index than the T2WEO group (p < 0.05). The AUROC value for the ECC prediction model based on temporal oral flora changes was 0.517 (95% CI: 0.275-0.759) for pre-school Han children and 0.896 (95% CI: 0.78-1.00) for pre-school Uyghur children. In the onset of caries in pre-school Han children, bacterial species richness and community diversity in saliva declined, paralleled by a decrease in bacterial species richness in pre-school Uyghur children's oral saliva. The ECC prediction model grounded on temporal oral microflora changes exhibited robust predictive power, particularly for pre-school Uyghur children, potentially leading to more effective ECC prevention measures.

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不同种族口腔微生物组的时间变化与儿童早期龋齿的预测。
在全球范围内,儿童早期龋齿(ECC)是一个重大的公共卫生问题,需要有效的预测和预防策略。本研究旨在探索学龄前汉族和维吾尔族儿童唾液中的口腔微生物组在ECC发展过程中的变化,并根据口腔微生物组的时间变化建立预测模型。研究人员每三个月从一所幼儿园采集一次唾液样本,历时六个月。44 名学龄前儿童提供了 132 份样本,分为六组:(1) HEF(健康的学龄前汉族儿童)、(2) HEO(患有龋齿的汉族儿童)、(3) HEP(患有渐进性龋齿的汉族儿童)、(4) WEF(健康的学龄前维吾尔族儿童)、(5) WEO(患有龋齿的维吾尔族儿童)和 (6) WEP(患有渐进性龋齿的维吾尔族儿童)。Illumina Miseq 测序确定了不同组别和时间点之间的口腔微生物组差异。随机森林(RF)算法建立了ECC预测模型。T1HEO组的Chaol指数、观察物种指数、PD全树指数和香农指数均明显高于T2HEO组(P < 0.01)。同样,T1WEO 组的 Chaol 指数、观察物种指数和 PD 整树指数也明显高于 T2WEO 组(P < 0.05)。基于时间性口腔菌群变化的ECC预测模型的AUROC值在学龄前汉族儿童中为0.517(95% CI:0.275-0.759),在学龄前维吾尔族儿童中为0.896(95% CI:0.78-1.00)。在学龄前汉族儿童发生龋齿时,唾液中细菌物种丰富度和群落多样性下降,与此同步,学龄前维吾尔族儿童口腔唾液中细菌物种丰富度也有所下降。基于时间性口腔微生物菌群变化的ECC预测模型显示出强大的预测能力,尤其是对学龄前维吾尔族儿童,这可能会导致更有效的ECC预防措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Clinical Pediatric Dentistry
Journal of Clinical Pediatric Dentistry DENTISTRY, ORAL SURGERY & MEDICINE-PEDIATRICS
CiteScore
1.80
自引率
7.70%
发文量
47
期刊介绍: The purpose of The Journal of Clinical Pediatric Dentistry is to provide clinically relevant information to enable the practicing dentist to have access to the state of the art in pediatric dentistry. From prevention, to information, to the management of different problems encountered in children''s related medical and dental problems, this peer-reviewed journal keeps you abreast of the latest news and developments related to pediatric dentistry.
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