Identification of a Biomarker Panel for Diagnosis of Early Childhood Caries Using Salivary Metabolic Profile

被引:17
作者
Kim, Seonghye [1 ,2 ]
Song, Yuri [3 ,4 ]
Kim, Seyeon [5 ]
Kim, Siyeong [4 ,6 ]
Na, Heesam [3 ,4 ,6 ]
Lee, Sujin [1 ,2 ]
Chung, Jin [3 ,4 ,6 ]
Kim, Suhkmann [1 ,2 ]
机构
[1] Pusan Natl Univ, Dept Chem, Pusan, South Korea
[2] Pusan Natl Univ, Chem Inst Funct Mat, Pusan 46241, South Korea
[3] Pusan Natl Univ, Sch Dent, Dept Oral Microbiol, Yangsan 50612, South Korea
[4] Pusan Natl Univ, Oral Genom Res Ctr, Yangsan 50612, South Korea
[5] Jinju Hlth Coll, Dept Dent Hyg, Yangsan 52655, South Korea
[6] Pusan Natl Univ, Dent Res Inst, Sch Dent, BK21 PLUS Project, Yangsan 50612, South Korea
基金
新加坡国家研究基金会;
关键词
dental caries; saliva; metabolic profiling; nuclear magnetic resonance spectroscopy; AMINO-ACID-COMPOSITION; MUTANS STREPTOCOCCI; PRESCHOOL-CHILDREN; ASSOCIATION; HEALTH; LIPIDS; H-1; RESISTANT; BACTERIA; H-1-NMR;
D O I
10.3390/metabo13030356
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Several studies have demonstrated that nuclear magnetic resonance (NMR) metabolic profiles can differentiate patients with caries from healthy individuals; however, these studies only identified individual metabolites. The present study aimed to identify a salivary metabolite biomarker panel for the diagnosis of early childhood caries (ECC). Saliva samples from children with and without caries were analyzed using NMR spectroscopy. Multivariate and univariate analyses were performed to identify the discriminating metabolites. Selected metabolites were further evaluated and used to detect ECC. The saliva samples of children with ECC were characterized based on the increased levels of formate, glycerophosphocholine, and lactate and reduced levels of alanine, glycine, isoleucine, lysine, proline, and tyrosine. The levels of these metabolites were significantly different from those in the control in the ECC subgroup according to caries severity and correlated with the number of decayed and filled teeth or surfaces. Subsequently, an optimal salivary metabolite biomarker panel comprising formate, lactate, proline, and glycine was developed. This panel exhibited a better diagnostic performance for ECC than a single metabolite. These results demonstrate that salivary metabolic signatures can reflect oral conditions associated with dental caries, thereby emphasizing the importance of distinct salivary metabolic profiles as potential biomarkers of ECC.
引用
收藏
页数:13
相关论文
共 50 条
[31]   Relationship between the salivary concentration of matrix metalloproteinases 8 and 20 and severe early childhood caries [J].
Biria, Mina ;
Sattari, Mandana ;
Eslamiamirabadi, Negin ;
Ehsani, Atieh ;
Iranparvar, Parastoo .
DENTAL AND MEDICAL PROBLEMS, 2023, 60 (02) :201-206
[32]   The Association of Early Childhood Caries with Salivary Antimicrobial Peptide LL37 and Mutans Streptococci [J].
Almoudi, Manal Mohamed ;
Hussein, Alaa Sabah ;
Abu-Hassan, Mohamed Ibrahim ;
Saripudin, Bahruddin ;
Mohamad, Mohd Shawal Firdaus .
JOURNAL OF CLINICAL PEDIATRIC DENTISTRY, 2021, 45 (05) :330-336
[33]   Comparison of the salivary and dentinal microbiome of children with severe-early childhood caries to the salivary microbiome of caries-free children [J].
Eimear Hurley ;
Maurice P. J. Barrett ;
Martin Kinirons ;
Helen Whelton ;
C. Anthony Ryan ;
Catherine Stanton ;
Hugh M. B. Harris ;
Paul W. O’Toole .
BMC Oral Health, 19
[34]   Cytokines, Minerals, Total Antioxidant Capacity, Nitric Oxide, and Salivary Characteristics as Biomarkers Associated With Early Childhood Caries: A Narrative Review [J].
Salehabadi, Negareh ;
Savasari, Aryousha Moallem ;
Nahvi, Azam .
JOURNAL OF PEDIATRICS REVIEW, 2023, 11 (01) :47-58
[35]   Mutans Streptococci counts from saliva and its protein profile in early childhood caries [J].
Bachtiar, Endang W. ;
Gultom, Ferry P. ;
Rahmasari, Atika ;
Bachtiar, Boy M. .
INTERVENTIONAL MEDICINE AND APPLIED SCIENCE, 2018, 10 (04) :222-225
[36]   Salivary antibodies, amylase and protein from children with early childhood caries. [J].
Gonçalves de Farias D. ;
Barreto Bezerra A.C. .
Clinical Oral Investigations, 2003, 7 (3) :154-157
[37]   Significant elevation of salivary human neutrophil peptides 1-3 levels by probiotic milk in preschool children with severe early childhood caries: a randomized controlled trial [J].
Wattanarat, Onnida ;
Nirunsittirat, Areerat ;
Piwat, Supatcharin ;
Manmontri, Chanika ;
Teanpaisan, Rawee ;
Pahumunto, Nuntiya ;
Makeudom, Anupong ;
Sastraruji, Thanapat ;
Krisanaprakornkit, Suttichai .
CLINICAL ORAL INVESTIGATIONS, 2021, 25 (05) :2891-2903
[38]   Analysis of salivary proteomic biomarkers for the surveillance of changes in high-risk status of early childhood caries [J].
Zhou, Xinzhu ;
Li, Haozhe ;
Zhu, Ce ;
Yuan, Chao ;
Meng, Chunhua ;
Feng, Shulan ;
Sun, Xiangyu ;
Zheng, Shuguo .
BMC ORAL HEALTH, 2021, 21 (01)
[39]   Evaluation of salivary glucose levels among children with early childhood caries compared to children with healthy teeth [J].
Poureslami, Hamidreza ;
Salari, Zahra ;
Khajeh-Hasani, Roya ;
Jokar, Sima ;
Poureslami, Parnian .
JOURNAL OF ORAL HEALTH AND ORAL EPIDEMIOLOGY, 2018, 7 (01) :16-20
[40]   The role of mechanical control of biofilm in the salivary pH after sucrose exposure in children with early childhood caries [J].
Lima-Holanda, Aline Tavares ;
de Sousa, Emerson Tavares ;
Nobre-dos-Santos, Marines ;
Steiner-Oliveira, Carolina .
SCIENTIFIC REPORTS, 2021, 11 (01)