Evidence map›Paper›PMID 41543226›Full record

ArticleAnnals of medicine2026

Association between dental flossing frequency and oral microbiome in U.S. adults.

Zhijing Xu, Jinyu Hu, Huabin Luo, Xiang Qi, Ruotong Liu, Yunrui Liu, Yaguang Zheng, Huilin Li, Bei Wu

Abstract read
In one paragraph

Article in Annals of medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Zhijing XuNew York University Rory Meyers College of Nursing, New York, NY, USA.
Jinyu HuNew York University Rory Meyers College of Nursing, New York, NY, USA.
Huabin LuoEast Carolina University Brody School of Medicine, Greenville, NC, USA.
Xiang QiNew York University Rory Meyers College of Nursing, New York, NY, USA.
Ruotong LiuNew York University Rory Meyers College of Nursing, New York, NY, USA.
Yunrui LiuNew York University Rory Meyers College of Nursing, New York, NY, USA.
Yaguang ZhengNew York University Rory Meyers College of Nursing, New York, NY, USA.
Huilin LiNew York University School of Medicine, New York, NY, USA.
Bei WuNew York University Shanghai, Shanghai, China.ORCID 0000-0002-4044-9609

Funding

Elucidating the Link Between Oral Health and Dementia Subtypes: A Multifaceted Study on the Biological Pathways and Social DeterminantsR01AG089856 · NIA · NEW YORK UNIVERSITY · PI Huabin Luo, Xiang Qi · 2024 to 2026
$2.4M
Novel Computational Methods for Microbiome Data Analysis in Longitudinal StudyR01LM014085 · NLM · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Huilin Li · 2023 to 2026
$1.5M
NIA NIH HHS R01 AG089856NLM NIH HHS R01 LM014085
6 · The paper itself

Abstract

backgroundThe oral microbiome is vital for health, yet population-based evidence on how self-reported flossing relates to microbial communities remains limited. This study examined the association between self-reported dental flossing frequency and oral microbiome diversity in a nationally representative sample of U.S. adults.

methodsThis cross-sectional analysis included 4,772 adults aged 30-69 from NHANES 2009-2012. Flossing frequency was categorized as non-users (0 days/week), some flossing (1-6 days/week), and daily users (7 days/week). Oral microbiome composition was profiled using 16S rRNA sequencing. α-diversity was calculated using Observed amplicon sequence variants (ASVs), Shannon, Inverse Simpson, and Faith's Phylogenetic Diversity (PD); β-diversity using Bray-Curtis and UniFrac distances. Survey-weighted linear regression and PERMANOVA were used with covariate adjustment.

resultsParticipants included, non-users (32%), some flossing (38%), and daily users (30%). A dose-response relationship was observed between flossing frequency and reduced microbial richness and phylogenetic diversity. Compared with non-users, daily users exhibited significantly lower richness (Observed ASVs: β = -11.46, 95% CI: -15.62 to -7.29) and phylogenetic diversity (Faith's PD: β = -0.88, 95% CI: -1.20 to -0.56). Daily flossing was associated with a modest reduction in Shannon diversity, with no significant association for the Inverse Simpson index. Inverse associations were more pronounced among younger and lower-income adults, but not among current smokers. β-diversity differed significantly across groups, although effect sizes were minimal (Bray-Curtis

conclusionsFrequent flossing was associated with reduced microbial richness and phylogenetic diversity, potentially indicating a favorable shift toward a healthier microbial community.

Indexed as

Dental Devices, Home CareMicrobiotaMouthAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysPhylogenyRNA, Ribosomal, 16SUnited StatesRNA, Ribosomal, 16Sdental hygienedentistryoral healthoral microbiomeα-diversityβ-diversity

Identifiers

PMID41543226
PMCPMC12818320

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Registered trials

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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.