ArticleBMC microbiology2023
The mediating roles of the oral microbiome in saliva and subgingival sites between e-cigarette smoking and gingival inflammation.
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.
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Who cites it
31 citing papers in PubMed, 3 syntheses or guidelines pooled it, 38 citations in OpenAlex.
- 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 · 2026Pooled it
- Impact of Electronic Cigarette Use on the Oral Microbiota: A Systematic Review.Journal of clinical periodontology · 2026Pooled it
- The impact of e-cigarette use on periodontal health: a systematic review and meta-analysis.Evidence-based dentistry · 2025Pooled it
- Periodontal and Peri-Implant Status Among Users of Different Inhaled Tobacco and Nicotine Products: A Systematic Review.Dentistry journal · 2026Review
- Impact of e-cigarette vaping on the immune system across the body.Physiological reviews · 2026Review
- To Vape or Not to Vape: Oral Health in the Age of Electronic Nicotine Delivery Systems and Electronic Non-Nicotine Delivery Systems.International dental journal · 2026Review
- Association Between E-Cigarette Use (Vaping) and Oral Health in Adolescents and Young Adults: A Systematic Review.Journal of clinical medicine · 2026Review
- Phylogeny-informed random forests for human microbiome studies.Microbiology spectrum · 2026Article
- Tobacco-derived particulates and the periodontal axis: Distinct cytotoxic and stress-related mechanisms in human gingival fibroblasts.Scientific reports · 2026Article
- Comparative FT-IR Spectroscopy Salivary Profiles of University Students: E‑Cigarette Users vs Nonusers.ACS omega · 2026Article
- Smoking-induced microbial dysbiosis: a key driver of systemic diseases and emerging therapeutic opportunities.Cell death discovery · 2025Review
- Impact of electronic cigarette use on the oral microbiome: a protocol for a systematic review of clinical studies.Systematic reviews · 2025Article
- The impact of vaping behavior on functional changes within the subgingival microbiome.Scientific reports · 2025Article
- Unveiling Oral Health Impacts of Vaping in African Americans through Untargeted Metabolomics and Proteomics.Environment & health (Washington, D.C.) · 2025Article
- The Effects of Electronic Cigarettes on Oral Microbiome and Metabolome in 3D Tissue-Engineered Models.International dental journal · 2025Article
- Toxic cultures: e-cigarettes and the oral microbial exposome.NPJ biofilms and microbiomes · 2025Article
- Dental Caries, Periodontal Status, and Lifestyle Connections: Examining the Moderating Effects of Sleep, Smoking, Diet, and Mealtime Routines.Nutrients · 2025Article
- The effect ofJournal of oral microbiology · 2025Article
- The oral microbiome as mediators in the association between smoking and all-cause mortality.Journal of oral microbiology · 2025Article
- Oral health risks in adults who use electronic nicotine delivery systems and oral nicotine pouches: a critical review of the literature and qualitative synthesis of the available evidence.Harm reduction journal · 2024Review
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Authors and funding
9 authors at 3 institutions in 2 countries.
Funding
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.
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Registered trials
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.