Submitted:
10 July 2026
Posted:
13 July 2026
You are already at the latest version
Abstract

Keywords:
1. Introduction
2. Materials and Methods
2.1. Design of the Study
2.2. Sample Selection
2.3. Chewing Gums Production
2.4. Use of Chewing Gum
2.5. VSCs Detection from Oral Air Samples
2.6. Metataxonomic Analysis via 16S rRNA Gene Profiling
2.7. Statistical Analysis
3. Results
3.1. Sample Characteristics
3.2. VSCs Concentrations
3.3. Microbial Associations with VSCs (Baseline)
3.4. Longitudinal Microbial Modulation
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Declaration of AI and AI-Assisted Technologies in the Writing Process
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| VSCs | Volatile sulphur compounds |
| H2S | Hydrogen sulphide |
| CH₃SH | Methyl mercaptan |
| ppb | Parts per billion |
| CFU | Colony-Forming Units |
| ppm | Parts Per Million |
| DNA | Deoxyribonucleic Acid |
| rRNA | Ribosomal Ribonucleic Acid |
| FDR | False Discovery Rate |
| CLR | Centered log-ratio |
| SD | Standard deviation |
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| Variable | Probiotic | Placebo | p-Value |
| N=21 | N=23 | ||
| H2S (ppb) mean (SD) | |||
| T0 | 76.81 (94.34) | 73.39 (124.54) | 0.394b |
| T1 | 53.67 (154.82) | 66.74 (79.45) | 0.070b |
| T2 | 36.90 (87.16) | 37.39 (57.51) | 0.327b |
| T3 | 67.62 (189.15) | 43.17 (71.12) | 0.868b |
| T0 vs T1 | 0.120c | 0.637c | |
| T0 vs T2 | 0.008c | 0.088c | |
| T0 vs T3 | 0.031c | 0.437c | |
| CH3SH (ppb) mean (SD) | |||
| T0 | 28.05 (30.62) | 22.65 (26.15) | 0.787b |
| T1 | 29.57 (56.98) | 20.52 (25.55) | 1.000b |
| T2 | 27.29 (35.07) | 25.26 (31.03) | 0.787b |
| T3 | 35.10 (65.40) | 23.78 (34.64) | 0.689b |
| T0 vs T1 | 0.728c | 0.749c | |
| T0 vs T2 | 0.835c | 0.704c | |
| T0 vs T3 | 0.917c | 1.000c |
| Probiotic | Placebo | p Value | |
| N=21 | N=23 | ||
| H2S (ppb) mean (SD) | |||
| Δ T1-T0 | -23.14 (130.87) | -6.65 (99.06) | 0.165 |
| Δ T2-T0 | -39.90 (74.87) | -36.00 (114.10) | 0.541 |
| Δ T3-T0 | -9.19 (144.27) | -30.22 (142.18) | 0.398 |
| CH₃SH (ppb) mean (SD) | |||
| Δ T1-T0 | 1.52 (50.02) | -2.13 (32.57) | 0.912 |
| Δ T2-T0 | -0.76 (34.28) | 2.61 (40.80) | 0.604 |
| Δ T3-T0 | 7.05 (47.89) | 1.13 (32.78) | 0.968 |
| Full_taxonomy | Rho | FDR-adjusted p-value |
|---|---|---|
| CH3SH | ||
| p_Actinobacteriota;c_Actinobacteria;o_Bifidobacteriales;f_Bifidobacteriaceae | -0.34 | 0.025 |
| p_Firmicutes;c_Negativicutes;o_Veillonellales-Selenomonadales;f_Veillonellaceae;g_Veillonellaceae | -0.33 | 0.028 |
| p_Firmicutes;c_Clostridia;o_Lachnospirales;f_Lachnospiraceae;g_Johnsonella;s_Johnsonella_ignava | -0.41 | 0.006 |
| p_Bacteroidota;c_Bacteroidia;o_Bacteroidales;f_Porphyromonadaceae;g_Porphyromonas;s_gulae | 0.37 | 0.013 |
| p_Patescibacteria;c_Gracilibacteria;o_JGI_0000069-P22;f_JGI_0000069-P22;g_JGI_0000069-P22;s_Candidatus_Gracilibacteria | 0.36 | 0.017 |
| p_Actinobacteriota;c_Actinobacteria;o_Propionibacteriales;f_Propionibacteriaceae;g_Pseudopropionibacterium;s_propionicum | 0.34 | 0.024 |
| p_Firmicutes;c_Negativicutes;o_Veillonellales-Selenomonadales;f_Veillonellaceae;g_Veillonellaceae;s_unidentified | -0.34 | 0.025 |
| H2S | ||
| p_Firmicutes;c_Negativicutes;o_Veillonellales-Selenomonadales;f_Veillonellaceae;g_Veillonellaceae | -0.37 | 0.014 |
| p_Firmicutes;c_Clostridia;o_Peptostreptococcales-Tissierellales;f_Anaerovoracaceae;g_Amnipila | -0.33 | 0.027 |
| p_Firmicutes;c_Clostridia;o_Lachnospirales;f_Lachnospiraceae;g_Butyrivibrio | -0.32 | 0.037 |
| p_Proteobacteria;c_Gammaproteobacteria;o_Burkholderiales;f_Neisseriaceae;g_Kingella | 0.31 | 0.041 |
| p_Actinobacteriota;c_Coriobacteriia;o_Coriobacteriales;f_Atopobiaceae;g_Atopobium | -0.31 | 0.041 |
| p_Bacteroidota;c_Bacteroidia;o_Bacteroidales;f_Prevotellaceae;g_uncultured | 0.30 | 0.046 |
| p_Firmicutes;c_Negativicutes;o_Veillonellales-Selenomonadales;f_Veillonellaceae;g_Veillonellaceae;s_unidentified | -0.38 | 0.012 |
| p_Actinobacteriota;c_Coriobacteriia;o_Coriobacteriales;f_Atopobiaceae;g_Atopobium;s_Atopobium_rimae | -0.33 | 0.027 |
| p_Firmicutes;c_Clostridia;o_Peptostreptococcales-Tissierellales;f_Anaerovoracaceae;g_Amnipila;s_uncultured_organism | -0.33 | 0.027 |
| p_Firmicutes;c_Clostridia;o_Peptostreptococcales-Tissierellales;f_Anaerovoracaceae;g_[Eubacterium]_nodatum_group;s_sulci | -0.30 | 0.048 |
| Endpoint | Level | Nominally VSCs-associated taxa | Taxa nominally modified by the probiotic | Taxa consistent in direction |
|---|---|---|---|---|
| CH3SH | Family | 36 | 11 | 10 |
| CH3SH | Genus | 64 | 9 | 7 |
| CH3SH | Species | 38 | 4 | 4 |
| H2S | Family | 74 | 27 | 25 |
| H2S | Genus | 116 | 25 | 24 |
| H2S | Species | 84 | 12 | 11 |
| Taxon | Δ time point | Δ median in PROBIOTIC group | Δ median in PLACEBO group | p-Value (Mann-Whitney U test ) | Interpretation |
|---|---|---|---|---|---|
| Leptotrichiaceae | T2-T0 | −0.32 | +0.49 | 0.015 | ↓ in probiotic group; ↑ in placebo group |
| Leptotrichiaceae | T3-T0 | −0.39 | +0.63 | 0.017 | Effect maintained even at T3 |
| Leptotrichia | T2-T0 | −0.29 | +0.40 | 0.010 | ↓ in probiotic group; ↑ in placebo group |
| Leptotrichia | T3-T0 | −0.35 | +0.65 | 0.011 | Effect maintained even at T3 |
| Kingella | T2-T0 | −0.51 | +0.93 | 0.021 | ↓ in probiotic group; ↑ in placebo group |
| Kingella | T3-T0 | −0.38 | +0.32 | 0.035 | ↓ in probiotic group; ↑ in placebo group |
| Actinomyces timonensis | T2-T0 | +0.12 | −0.08 | 0.021 | ↑ in probiotic group; ↓ in placebo group |
| Eubacterium sulci | T2-T0 | +0.18 | −0.09 | 0.010 | ↑ in probiotic group; ↓ in placebo group |
| Eubacterium sulci | T3-T0 | +0.08 | −0.16 | 0.010 | ↑ in probiotic group; ↓ in placebo group |
| Leptotrichia hofstadii | T2-T0 | −0.53 | +0.77 | 0.046 | ↓ in probiotic group; ↑ in placebo group |
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