• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

同卵双胞胎儿童口腔微生物群中龋齿标志物的机器学习研究

Machine Learning Study in Caries Markers in Oral Microbiota from Monozygotic Twin Children.

作者信息

Alia-García Esther, Ponce-Alonso Manuel, Saralegui Claudia, Halperin Ana, Cortés Marta Paz, Baquero María Rosario, Parra-Pecharromán David, Galeano Javier, Del Campo Rosa

机构信息

Facultad de Ciencias de la Salud, Universidad Alfonso X El Sabio, Villanueva de la Cañada, 28691 Madrid, Spain.

Servicio de Microbiología, Hospital Universitario Ramón y Cajal and Instituto Ramón y Cajal de Investigaciones Sanitarias (IRYCIS), 28034 Madrid, Spain.

出版信息

Diagnostics (Basel). 2021 May 6;11(5):835. doi: 10.3390/diagnostics11050835.

DOI:10.3390/diagnostics11050835
PMID:34066599
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8148599/
Abstract

In recent years, the etiology of caries has evolved from a simplistic infectious perspective based on and/or activity, to a multifactorial disease involving a complex oral microbiota, the human genetic background and the environment. The aim of this work was to identify bacterial markers associated with early caries using massive 16S rDNA. To minimize the other factors, the composition of the oral microbiota of twins in which only one of them had caries was compared with their healthy sibling. Twenty-one monozygotic twin pairs without a previous diagnosis of caries were recruited in the context of their orthodontic treatment and divided into two categories: (1) caries group in which only one of the twins had caries; and (2) control group in which neither of the twins had caries. Each participant contributed a single oral lavage sample in which the bacterial composition was determined by 16S rDNA amplification and further high-throughput sequencing. Data analysis included statistical comparison of alpha and beta diversity, as well as differential taxa abundance between groups. Our results show that twins of the control group have a closer bacterial composition than those from the caries group. However, statistical differences were not detected and we were unable to find any particular bacterial marker by 16S rDNA high-throughput sequencing that could be useful for prevention strategies. Although these results should be validated in a larger population, including children from other places or ethnicities, we conclude that the occurrence of caries is not related to the increase of any particular bacterial population.

摘要

近年来,龋齿的病因已从基于 和/或 活性的简单感染观点,演变为一种涉及复杂口腔微生物群、人类遗传背景和环境的多因素疾病。这项工作的目的是使用大规模16S rDNA鉴定与早期龋齿相关的细菌标志物。为了尽量减少其他因素的影响,将其中只有一人患龋齿的双胞胎的口腔微生物群组成与其健康的同胞进行了比较。在正畸治疗过程中招募了21对未被诊断出龋齿的同卵双胞胎,并将其分为两类:(1)龋齿组,其中只有一名双胞胎患龋齿;(2)对照组,其中两名双胞胎均未患龋齿。每位参与者提供一份口腔灌洗样本,通过16S rDNA扩增和进一步的高通量测序来确定细菌组成。数据分析包括α和β多样性的统计比较,以及组间分类群丰度差异。我们的结果表明,对照组双胞胎的细菌组成比龋齿组双胞胎的细菌组成更接近。然而,未检测到统计学差异,并且我们无法通过16S rDNA高通量测序找到任何可用于预防策略的特定细菌标志物。尽管这些结果应在更大的人群中进行验证,包括来自其他地区或种族的儿童,但我们得出结论,龋齿的发生与任何特定细菌种群的增加无关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2381/8148599/16aedecc7730/diagnostics-11-00835-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2381/8148599/a49fff7a1591/diagnostics-11-00835-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2381/8148599/6cd68fec5555/diagnostics-11-00835-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2381/8148599/ee3fbc7a3590/diagnostics-11-00835-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2381/8148599/c5881204dd0b/diagnostics-11-00835-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2381/8148599/16aedecc7730/diagnostics-11-00835-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2381/8148599/a49fff7a1591/diagnostics-11-00835-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2381/8148599/6cd68fec5555/diagnostics-11-00835-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2381/8148599/ee3fbc7a3590/diagnostics-11-00835-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2381/8148599/c5881204dd0b/diagnostics-11-00835-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2381/8148599/16aedecc7730/diagnostics-11-00835-g005.jpg

相似文献

1
Machine Learning Study in Caries Markers in Oral Microbiota from Monozygotic Twin Children.同卵双胞胎儿童口腔微生物群中龋齿标志物的机器学习研究
Diagnostics (Basel). 2021 May 6;11(5):835. doi: 10.3390/diagnostics11050835.
2
Oral microbiota and dental caries data from monozygotic and dizygotic twin children.口腔微生物群和来自同卵和异卵双胞胎儿童的龋齿数据。
Sci Data. 2020 Oct 13;7(1):348. doi: 10.1038/s41597-020-00691-z.
3
The Oral Microbiome in the Elderly With Dental Caries and Health.老年人的口腔微生物组与龋齿和健康。
Front Cell Infect Microbiol. 2019 Jan 4;8:442. doi: 10.3389/fcimb.2018.00442. eCollection 2018.
4
[Analysis of the oral microbiota in twin children].[双胞胎儿童口腔微生物群分析]
Hua Xi Kou Qiang Yi Xue Za Zhi. 2014 Apr;32(2):182-5. doi: 10.7518/hxkq.2014.02.017.
5
Research on oral microbiota of monozygotic twins with discordant caries experience - in vitro and in vivo study.关于具有不同龋病经历的同卵双胞胎的口腔微生物组研究——体外和体内研究。
Sci Rep. 2018 May 8;8(1):7267. doi: 10.1038/s41598-018-25636-w.
6
Bacterial Diversity and Community Structure of Supragingival Plaques in Adults with Dental Health or Caries Revealed by 16S Pyrosequencing.16S焦磷酸测序揭示的牙齿健康或患龋成人龈上菌斑的细菌多样性与群落结构
Front Microbiol. 2016 Jul 22;7:1145. doi: 10.3389/fmicb.2016.01145. eCollection 2016.
7
Comparison of the salivary and dentinal microbiome of children with severe-early childhood caries to the salivary microbiome of caries-free children.比较严重婴幼儿龋儿童的唾液和牙本质微生物组与无龋儿童的唾液微生物组。
BMC Oral Health. 2019 Jan 14;19(1):13. doi: 10.1186/s12903-018-0693-1.
8
Long-Term Fluctuation of Oral Biofilm Microbiota following Different Dietary Phases.长期不同饮食阶段口腔生物膜微生物群的波动。
Appl Environ Microbiol. 2020 Oct 1;86(20). doi: 10.1128/AEM.01421-20.
9
Association between Oral Candida and Bacteriome in Children with Severe ECC.儿童重度 ECC 中口腔念珠菌与细菌组的相关性。
J Dent Res. 2018 Dec;97(13):1468-1476. doi: 10.1177/0022034518790941. Epub 2018 Jul 26.
10
The oral microbiome and salivary proteins influence caries in children aged 6 to 8 years.口腔微生物组和唾液蛋白影响 6 至 8 岁儿童的龋齿。
BMC Oral Health. 2020 Oct 28;20(1):295. doi: 10.1186/s12903-020-01262-9.

引用本文的文献

1
Effects of clear aligners and traditional removable appliances on oral microbiome in mixed dentition: a comparative study.透明牙套和传统可摘矫治器对混合牙列口腔微生物组的影响:一项比较研究。
BMC Oral Health. 2024 Oct 24;24(1):1276. doi: 10.1186/s12903-024-05063-2.
2
Microbiome of Saliva and Plaque in Children According to Age and Dental Caries Experience.根据年龄和龋齿经历分析儿童唾液和牙菌斑的微生物群
Diagnostics (Basel). 2021 Jul 23;11(8):1324. doi: 10.3390/diagnostics11081324.

本文引用的文献

1
Identification of the different salivary Interleukin-6 profiles in patients with periodontitis: A cross-sectional study.鉴定牙周炎患者不同的唾液白细胞介素-6 谱:一项横断面研究。
Arch Oral Biol. 2021 Feb;122:104997. doi: 10.1016/j.archoralbio.2020.104997. Epub 2020 Nov 30.
2
Independent impact of periodontitis and cardiovascular disease on elevated soluble urokinase-type plasminogen activator receptor (suPAR) levels.牙周炎和心血管疾病对可溶性尿激酶型纤溶酶原激活物受体 (suPAR)水平升高的独立影响。
J Periodontol. 2021 Jun;92(6):896-906. doi: 10.1002/JPER.20-0242. Epub 2020 Nov 6.
3
Artificial Intelligence in Dentistry: Chances and Challenges.
人工智能在牙科领域的应用:机遇与挑战。
J Dent Res. 2020 Jul;99(7):769-774. doi: 10.1177/0022034520915714. Epub 2020 Apr 21.
4
Oral diseases: a global public health challenge.口腔疾病:全球公共健康挑战。
Lancet. 2019 Jul 20;394(10194):249-260. doi: 10.1016/S0140-6736(19)31146-8.
5
Genetic and Early-Life Environmental Influences on Dental Caries Risk: A Twin Study.遗传和早期环境因素对龋齿风险的影响:一项双胞胎研究。
Pediatrics. 2019 May;143(5). doi: 10.1542/peds.2018-3499.
6
New Insights into Human Nostril Microbiome from the Expanded Human Oral Microbiome Database (eHOMD): a Resource for the Microbiome of the Human Aerodigestive Tract.来自扩展人类口腔微生物组数据库(eHOMD)的人类鼻孔微生物组新见解:人类呼吸道消化道微生物组的资源。
mSystems. 2018 Dec 4;3(6). doi: 10.1128/mSystems.00187-18. eCollection 2018 Nov-Dec.
7
Comparative Analysis of the Microbial Profiles in Supragingival Plaque Samples Obtained From Twins With Discordant Caries Phenotypes and Their Mothers.比较分析来自患有不同龋齿表型的双胞胎及其母亲的龈上菌斑样本中的微生物特征。
Front Cell Infect Microbiol. 2018 Oct 16;8:361. doi: 10.3389/fcimb.2018.00361. eCollection 2018.
8
Oral Microbiota in Severe Early Childhood Caries in Thai Children and Their Families: A Pilot Study.泰国儿童及其家庭中重度幼儿龋的口腔微生物群:一项初步研究。
Front Microbiol. 2018 Oct 15;9:2420. doi: 10.3389/fmicb.2018.02420. eCollection 2018.
9
The oral microbiota: dynamic communities and host interactions.口腔微生物组:动态群落与宿主相互作用。
Nat Rev Microbiol. 2018 Dec;16(12):745-759. doi: 10.1038/s41579-018-0089-x.
10
Oral Microbiome Shifts From Caries-Free to Caries-Affected Status in 3-Year-Old Chinese Children: A Longitudinal Study.中国3岁儿童口腔微生物群从无龋状态转变为患龋状态的纵向研究
Front Microbiol. 2018 Aug 28;9:2009. doi: 10.3389/fmicb.2018.02009. eCollection 2018.