Evidence map›Paper›PMID 41749195›Full record

ArticleBMC oral health2026

Association of PCR-based oral bacterial profiles with fluorescence-detected plaque and caries experience in 3-year-old children: a cross-sectional study.

Sang-Kyeom Kim, In-Young Ku, Su-Jin Han

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Article in BMC oral health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Sang-Kyeom KimDepartment of Preventive Dentistry & Public Oral Health, BK21 FOUR Project, Yonsei University College of Dentistry, Seoul, Republic of Korea.
In-Young KuDepartment of Dental Hygiene, College of Health Science, Kyungwoon University, Gumi, Republic of Korea.
Su-Jin HanDepartment of Dental Hygiene, College of Medical Science, Gachon University, 191 Hambakmoe-ro, Yeonsu-gu, Incheon, 21936, Republic of Korea. sjhan@gachon.ac.kr.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundQuantitative light-induced fluorescence (QLF) is widely used to detect dental plaque. However, the microbial composition of QLF-detected plaque in young children remains poorly characterized. This cross-sectional study aimed to assess the associations among 10 oral disease-associated bacterial species, QLF-detected plaques, and caries in 3-year-old children.

methodsNinety-nine 3-year-old children participated in this study. Real-time polymerase chain reaction (PCR) quantified 10 target species, which were analyzed individually and as functional groups (red-complex, orange-complex, and caries-associated groups). Plaque on the labial surfaces was measured by QLF imaging and scored using the Fluorescence Patient Hygiene Performance Index (F-PHPI). The caries experience (dft) was clinically recorded. Associations were evaluated using Spearman’s correlation and regression analyses.

resultsThe F-PHPI score was significantly associated with Fusobacterium nucleatum (F. nucleatum) (ρ = 0.455, p < 0.05), the orange complex (ρ = 0.456, p < 0.001), and total bacterial load (ρ = 0.479, p < 0.001). Regression analysis showed that orange-complex levels predicted F-PHPI scores (R2 = 0.17). dft correlated with the caries-associated group (ρ = 0.282, p < 0.05), and logistic regression identified this group as a significant predictor (OR = 1.34, p = 0.01), with Streptococcus mutans (S. mutans) the only individual species associated with caries (ρ = 0.286, p < 0.05).

conclusionsIn 3-year-old children, QLF-detected plaque was significantly associated with orange-complex bacteria. The F-PHPI served as a potential indicator of microbial load, with regression models confirming its predictive relationship with pathogenic bacterial groups. These findings support QLF imaging as a noninvasive tool for early microbial risk assessment in pediatric populations.

Indexed as

BacteriaDental CariesDental PlaqueMicrobiotaMouthQuantitative Light-Induced FluorescenceBiofilmsChild, PreschoolCross-Sectional StudiesFemaleHumansMaleOral Hygiene IndexReal-Time Polymerase Chain ReactionBacteriaDental cariesFluorescence imagingOral microbiomePlaquePolymerase chain reactionPreschool children

Identifiers

PMID41749195
PMCPMC13041024

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.