Evidence map›Paper›PMID 36732713›Full record

ArticleBMC microbiology2023

The mediating roles of the oral microbiome in saliva and subgingival sites between e-cigarette smoking and gingival inflammation.

Bongsoo Park, Hyunwook Koh, Michael Patatanian, Hermes Reyes-Caballero, Ni Zhao, Jill Meinert, Janet T Holbrook, Leah I Leinbach, Shyam Biswal

Open access · goldAbstract read
In one paragraph

Article in BMC microbiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed, 3 pooled it
8.3field-weighted citation impact, top 2% of its field
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

31 citing papers in PubMed, 3 syntheses or guidelines pooled it, 38 citations in OpenAlex.

  1. The association between self-reported vaping and the human oral microbiome: a systematic review.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2026
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  18. The effect ofJournal of oral microbiology · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 3 institutions in 2 countries.

Bongsoo Park *Department of Environmental Health and Engineering, Johns Hopkins School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA.
Hyunwook Koh *Department of Applied Mathematics and Statistics, The State University of New York, Korea, Incheon, 21985, South Korea.
Michael PatatanianDepartment of Environmental Health and Engineering, Johns Hopkins School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA.
Hermes Reyes-CaballeroDepartment of Environmental Health and Engineering, Johns Hopkins School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA.
Ni ZhaoDepartment of Biostatistics, Johns Hopkins School of Public Health, Baltimore, MD, 21205, USA.
Jill MeinertDepartment of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD, 21205, USA.
Janet T HolbrookDepartment of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD, 21205, USA.
Leah I LeinbachDepartment of Health Policy and Management, Johns Hopkins School of Public Health, Baltimore, MD, 21205, USA.
Shyam BiswalDepartment of Environmental Health and Engineering, Johns Hopkins School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA. sbiswal@jhu.edu.
Johns Hopkins University · USNational Institute on Aging · USSUNY Korea · KR

Funding

E-Cigarette use as a Modifier of Oral Host Defense and Microbiome in Young AdultsR01DE026031 · NIDCR · JOHNS HOPKINS UNIVERSITY · PI BISWAL, SHYAM · 2016 to 2019
$1.6M
National Research Foundation of Korea 2021R1C1C1013861NIDCR NIH HHS R01 DE026031
6 · The paper itself

Abstract

backgroundElectronic cigarettes (ECs) have been widely used by young individuals in the U.S. while being considered less harmful than conventional tobacco cigarettes. However, ECs have increasingly been regarded as a health risk, producing detrimental chemicals that may cause, combined with poor oral hygiene, substantial inflammation in gingival and subgingival sites. In this paper, we first report that EC smoking significantly increases the odds of gingival inflammation. Then, through mediation analysis, we seek to identify and explain the mechanism that underlies the relationship between EC smoking and gingival inflammation via the oral microbiome.

methodsWe collected saliva and subgingival samples from 75 EC users and 75 non-users between 18 and 34 years in age and profiled their microbial compositions via 16S rRNA amplicon sequencing. We conducted raw sequence data processing, denoising and taxonomic annotations using QIIME2 based on the expanded human oral microbiome database (eHOMD). We then created functional annotations (i.e., KEGG pathways) using PICRUSt2.

resultsWe found significant increases in α-diversity for EC users and disparities in β-diversity between EC users and non-users. We also found significant disparities between EC users and non-users in the relative abundance of 36 microbial taxa in the saliva site and 71 microbial taxa in the subgingival site. Finally, we found that 1 microbial taxon in the saliva site and 18 microbial taxa in the subgingival site significantly mediated the effects of EC smoking on gingival inflammation. The mediators on the genus level, for example, include Actinomyces, Rothia, Neisseria, and Enterococcus in the subgingival site. In addition, we report significant disparities between EC users and non-users in the relative abundance of 71 KEGG pathways in the subgingival site.

conclusionsThese findings reveal that continued EC use can further increase microbial dysbiosis that may lead to periodontal disease. Our findings also suggest that continued surveillance for the effect of ECs on the oral microbiome and its transmission to oral diseases is needed.

Indexed as

Cigarette SmokingElectronic Nicotine Delivery SystemsGingivitisMicrobiotaHumansInflammationNicotianaRNA, Ribosomal, 16SSalivaRNA, Ribosomal, 16SElectronic cigaretteGingival inflammationOral microbiomePeriodontal diseaseSaliva microbiomeSubgingival microbiome

Identifiers

PMID36732713
PMCPMC9893987
OpenAlexW4318982881

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.