Salivary Metal Ions as Potential Biomarkers for Diabetes: An Observational Study.

IF 2.2 Q2 DENTISTRY, ORAL SURGERY & MEDICINE
International Journal of Dentistry Pub Date : 2026-01-16 eCollection Date: 2026-01-01 DOI:10.1155/ijod/9224685
Zihan Ding, Jieyu Ming, Huajun Dai, Liling Chen, Bing Guo, Weiqi Li, Xing Zhao, Hang Zhao, Hao Xu
{"title":"Salivary Metal Ions as Potential Biomarkers for Diabetes: An Observational Study.","authors":"Zihan Ding, Jieyu Ming, Huajun Dai, Liling Chen, Bing Guo, Weiqi Li, Xing Zhao, Hang Zhao, Hao Xu","doi":"10.1155/ijod/9224685","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Saliva is an important body fluid that reflects systemic health. This study is a cross-sectional study aimed at exploring the relationship between salivary metal ion concentrations and diabetes risk.</p><p><strong>Methods: </strong>From the China Multiethnic Cohort (CMEC), 912 eligible participants were enrolled, and their saliva samples were collected. Salivary metal ion concentrations were measured using an inductively coupled plasma mass spectrometer and inductively coupled plasma optical emission spectrometry (ICP-OES). Logistic regression and propensity score matching (PSM) were used to examine the association between salivary metal ions and diabetes. Additionally, restricted cubic spline (RCS) analysis was used to explore the dose-response relationship between specific metal ions and diabetes risk.</p><p><strong>Results: </strong>This research initially revealed a notable nonlinear dose-response association between the levels of iron in saliva and diabetes risk, and it also identified a significant relationship between salivary manganese and diabetes.</p><p><strong>Conclusions: </strong>Significant associations were identified between salivary concentrations of iron and manganese and diabetes risk. Monitoring salivary metal ion levels may aid in the prevention and management of diabetes.</p><p><strong>Clinical significance: </strong>The findings suggest that analyzing salivary metal ions could serve as a noninvasive tool for assessing diabetes risk, offering a valuable approach for early intervention and management.</p>","PeriodicalId":13947,"journal":{"name":"International Journal of Dentistry","volume":"2026 ","pages":"9224685"},"PeriodicalIF":2.2000,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12809914/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Dentistry","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1155/ijod/9224685","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"DENTISTRY, ORAL SURGERY & MEDICINE","Score":null,"Total":0}
引用次数: 0

Abstract

Objective: Saliva is an important body fluid that reflects systemic health. This study is a cross-sectional study aimed at exploring the relationship between salivary metal ion concentrations and diabetes risk.

Methods: From the China Multiethnic Cohort (CMEC), 912 eligible participants were enrolled, and their saliva samples were collected. Salivary metal ion concentrations were measured using an inductively coupled plasma mass spectrometer and inductively coupled plasma optical emission spectrometry (ICP-OES). Logistic regression and propensity score matching (PSM) were used to examine the association between salivary metal ions and diabetes. Additionally, restricted cubic spline (RCS) analysis was used to explore the dose-response relationship between specific metal ions and diabetes risk.

Results: This research initially revealed a notable nonlinear dose-response association between the levels of iron in saliva and diabetes risk, and it also identified a significant relationship between salivary manganese and diabetes.

Conclusions: Significant associations were identified between salivary concentrations of iron and manganese and diabetes risk. Monitoring salivary metal ion levels may aid in the prevention and management of diabetes.

Clinical significance: The findings suggest that analyzing salivary metal ions could serve as a noninvasive tool for assessing diabetes risk, offering a valuable approach for early intervention and management.

Abstract Image

Abstract Image

Abstract Image

唾液金属离子作为潜在的糖尿病生物标志物:一项观察性研究。
目的:唾液是反映全身健康的重要体液。本研究是一项旨在探讨唾液金属离子浓度与糖尿病风险之间关系的横断面研究。方法:从中国多民族队列(CMEC)中招募912名符合条件的参与者,收集其唾液样本。采用电感耦合等离子体质谱仪和电感耦合等离子体发射光谱法(ICP-OES)测定唾液金属离子浓度。采用Logistic回归和倾向评分匹配(PSM)来检验唾液金属离子与糖尿病的关系。此外,采用限制性三次样条(RCS)分析探讨了特定金属离子与糖尿病风险之间的剂量-反应关系。结果:本研究初步揭示了唾液中铁含量与糖尿病风险之间存在显著的非线性剂量反应关系,并确定了唾液中锰含量与糖尿病之间存在显著关系。结论:唾液中铁和锰的浓度与糖尿病风险之间存在显著关联。监测唾液金属离子水平可能有助于预防和控制糖尿病。临床意义:研究结果表明,分析唾液金属离子可作为评估糖尿病风险的无创工具,为早期干预和管理提供有价值的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
International Journal of Dentistry
International Journal of Dentistry DENTISTRY, ORAL SURGERY & MEDICINE-
CiteScore
3.30
自引率
4.80%
发文量
219
审稿时长
20 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书