作为青少年龋齿生物标志物的唾液蛋白质和代谢物。

IF 2.9 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE
Caries Research Pub Date : 2024-07-17 DOI:10.1159/000540090
Kristian Havsed, Miguel Carda-Diéguez, Helen Isaksson, Malin Stensson, Emma Carlsson, Henrik Jansson, Daniel Malmodin, Anders Bay Nord, Claes Wickström, Alex Mira
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引用次数: 0

摘要

介绍:识别与龋齿相关的唾液分子可为了解龋齿风险提供洞察力,并为开发龋齿预测模型提供有价值的信息。然而,由于龋齿这种口腔疾病的多因素性质,寻找一种通用的龋齿生物标志物已被证明是难以实现的。因此,我们开展了一项系统性工作,从有过龋病经历和没有龋病经历的青少年唾液样本中鉴定与龋病相关的代谢物和蛋白质:方法:利用核磁共振代谢组学、ELISA、Luminex 或比色法等多种技术,以及牙菌斑累积和牙龈指数等临床特征,对约 100 种分子进行了定量。此外,还进行了简化的饮食和口腔卫生习惯问卷调查:结果:无龋组的甜饮料消费量明显较低,刷牙频率较高。令人惊讶的是,很少有化合物能单独区分有龋病经历和无龋病经历的个体。数据分析揭示了几种可能导致与龋齿缺乏关联价值的潜在原因,包括全天代谢物浓度的差异、牙菌斑和唾液中代谢物浓度之间缺乏相关性或与性别有关的差异等。然而,通过多变量分析和随机森林建模对多种化合物进行组合后发现,3-5种化合物的组合为上午(AUC准确率为0.87),尤其是下午(AUC=0.93)的样本提供了良好的预测模型:虽然很少有唾液生物标志物能区分无龋和有龋的青少年,但多种标志物的组合证明是有效的,尤其是在下午的样本中。为了预测龋齿风险,这些生物标志物应在更大的群体和纵向环境中进行验证,并考虑性别差异、口腔卫生和饮食差异等因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Salivary Proteins and Metabolites as Caries Biomarkers in Adolescents.

Introduction: The identification of salivary molecules that can be associated to dental caries could provide insights about caries risk and offer valuable information to develop caries prediction models. However, the search for a universal caries biomarker has proven elusive due to the multifactorial nature of this oral disease. We have therefore performed a systematic effort to identify caries-associated metabolites and proteins in saliva samples from adolescents that had a caries experience and those that were caries-free.

Methods: Quantification of approximately 100 molecules was performed by the use of a wide range of techniques, ranging from nuclear magnetic resonance metabolomics to ELISA, Luminex or colorimetric assays, as well as clinical features like plaque accumulation and gingival index. In addition, simplified dietary and oral hygiene habits questionnaires were also obtained.

Results: The caries-free group had significantly lower consumption of sweetened beverages and higher tooth brushing frequency. Surprisingly, very few compounds were found to individually provide discriminatory power between caries-experienced and caries-free individuals. The data analysis revealed several potential reasons that could underly this lack of association value with caries, including differences in metabolite concentrations throughout the day, a lack of correlation between metabolite concentrations in plaque and saliva, or sex-related differences, among others. However, when multiple compounds were combined by multivariate analysis and random forest modeling, a combination of 3-5 compounds were found to provide good prediction models for morning (with an AUC accuracy of 0.87) and especially afternoon samples (AUC = 0.93).

Conclusion: While few salivary biomarkers could differentiate between caries-free and caries-experienced adolescents, a combination of markers proved effective, particularly in afternoon samples. To predict caries risk, these biomarkers should be validated in larger cohorts and longitudinal settings, considering factors such as gender differences, and variations in oral hygiene and diet.

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来源期刊
Caries Research
Caries Research 医学-牙科与口腔外科
CiteScore
6.30
自引率
7.10%
发文量
34
审稿时长
6-12 weeks
期刊介绍: ''Caries Research'' publishes epidemiological, clinical and laboratory studies in dental caries, erosion and related dental diseases. Some studies build on the considerable advances already made in caries prevention, e.g. through fluoride application. Some aim to improve understanding of the increasingly important problem of dental erosion and the associated tooth wear process. Others monitor the changing pattern of caries in different populations, explore improved methods of diagnosis or evaluate methods of prevention or treatment. The broad coverage of current research has given the journal an international reputation as an indispensable source for both basic scientists and clinicians engaged in understanding, investigating and preventing dental disease.
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