| Literature DB >> 35723361 |
Natalia Molinero1, Diego Taladrid1, Irene Zorraquín-Peña1, Miguel de Celis2, Ignacio Belda2, Alex Mira3, Begoña Bartolomé1, M Victoria Moreno-Arribas1.
Abstract
Ulcerative colitis (UC) is a recurrent pathology of complex etiology that has been occasionally associated with oral lesions, but the overall composition of the oral microbiome in UC patients and its role in the pathogenesis of the disease are still poorly understood. In this study, the oral microbiome of UC patients and healthy individuals was compared to ascertain the possible changes in the oral microbial communities associated with UC. For this, the salivary microbiota of 10 patients diagnosed with an active phase of UC and 11 healthy controls was analyzed by 16S rRNA gene sequencing (trial ref. ISRCTN39987). Metataxonomic analysis revealed a decrease in the alpha diversity and an imbalance in the relative proportions of some key members of the oral core microbiome in UC patients. Additionally, Staphylococcus members and four differential species or phylotypes were only present in UC patients, not being detected in healthy subjects. This study provides a global snapshot of the existence of oral dysbiosis associated with UC, and the possible presence of potential oral biomarkers.Entities:
Keywords: alpha diversity; differential abundance; dysbiosis; oral biomarkers; oral microbiome; ulcerative colitis
Year: 2022 PMID: 35723361 PMCID: PMC9164047 DOI: 10.3390/cimb44040103
Source DB: PubMed Journal: Curr Issues Mol Biol ISSN: 1467-3037 Impact factor: 2.976
Figure 1Boxplots representing the different alpha diversity indices (observed, Shannon, and Simpson) detected in the saliva samples of the UC patients and healthy subjects. Alpha indices that showed statistically differences (* p-value < 0.05) following the ANOVA test are marked with an asterisk.
Figure 2Beta diversity analysis following the NMDS Bray–Curtis method for the UC patients and healthy subjects.
Comparison of the oral taxonomic profiles between UC patients and healthy subjects. Only taxa with an average relative abundance > 0.5% are represented.
| Taxonomy | Mean ± SD Healthy Subjects | Mean ± SD UC | |
|---|---|---|---|
| Phylum | |||
| Bacteroidetes | 31.46 ± 10.18 | 33.88 ± 5.46 | 0.704 |
| Firmicutes | 41.90 ± 5.56 | 44.89 ± 6.88 | 0.511 |
| Proteobacteria | 11.49 ± 7.47 | 6.24 ± 4.35 | 0.072 # |
| Patescibacteria | 2.30 ± 1.69 | 3.75 ± 2.55 | 0.314 |
| Fusobacteria | 6.56 ± 3.68 | 5.29 ± 3.26 | 0.468 |
| Actinobacteria | 5.64 ± 3.57 | 4.77 ± 2.20 | 0.704 |
| Epsilonbacteraeota | 0.50 ± 0.33 | 0.69 ± 0.35 | 0.426 |
| Family | |||
|
| 1.41 ± 0.71 | 1.3 ± 1.22 | 0.349 |
|
| 1.08 ± 0.56 | 0.67 ± 0.66 | 0.084 # |
|
| 0.69 ± 0.35 | 0.50 ± 0.33 | 0.426 |
|
| 1.27 ± 0.69 | 1.22 ± 0.55 | 0.972 |
|
| 0.54 ± 0.23 | 0.50 ± 0.53 | 0.217 |
|
| 1.06 ± 0.42 | 1.90 ± 1.30 | 0.132 |
|
| 1.16 ± 0.89 | 0.35 ± 0.31 | 0.024 * |
|
| 0.68 ± 0.45 | 1.35 ± 1.31 | 0.511 |
|
| 2.48 ± 1.47 | 2.96 ± 2.49 | 0.972 |
|
| 3.38 ± 1.45 | 2.00 ± 1.33 | 0.061 # |
|
| 2.81 ± 2.18 | 3.60 ± 2.58 | 0.511 |
|
| 2.20 ± 1.65 | 3.30 ± 2.14 | 0.251 |
|
| 2.19 ± 1.58 | 6.29 ± 5.14 | 0.019 * |
|
| 3.90 ± 2.83 | 5.00 ± 2.94 | 0.349 |
|
| 2.54 ± 4.02 | 0.38 ± 0.46 | 0.044 * |
|
| 5.92 ± 5.15 | 2.93 ± 2.83 | 0.223 |
|
| 26.75 ± 8.24 | 26.76 ± 10.43 | 1 |
|
| 0.59 ± 0.42 | 0.24 ± 0.22 | 0.066 # |
|
| 2.84 ± 1.98 | 2.02 ± 1.77 | 0.426 |
|
| 11.77 ± 4.98 | 12.29 ± 6.20 | 0.863 |
|
| 21.86 ± 7.26 | 22.24 ± 7.52 | 0.917 |
| Genus | |||
|
| 1.40 ± 0.72 | 1.28 ± 1.20 | 0.387 |
|
| 3.00 ± 1.53 | 3.15 ± 2.10 | 0.918 |
|
| 1.07 ± 0.56 | 0.67 ± 0.66 | 0.084 # |
|
| 0.69 ± 0.35 | 0.50 ± 0.33 | 0.426 |
|
| 0.68 ± 0.45 | 1.35 ± 1.31 | 0.511 |
|
| 2.48 ± 1.47 | 2.96 ± 2.49 | 0.972 |
|
| 1.06 ± 0.42 | 1.90 ± 1.30 | 0.132 |
|
| 1.27 ± 0.69 | 1.22 ± 0.55 | 0.972 |
|
| 3.73 ± 2.78 | 4.66 ± 2.74 | 0.386 |
|
| 0.95 ± 0.60 | 0.33 ± 0.19 | 0.018 * |
|
| 2.78 ± 2.15 | 3.60 ± 2.58 | 0.511 |
|
| 1.65 ± 1.57 | 1.06 ± 1.02 | 0.573 |
|
| 2.01 ± 1.54 | 5.66 ± 5.15 | 0.034 * |
|
| 1.25 ± 0.73 | 0.96 ± 0.69 | 0.511 |
|
| 2.19 ± 3.85 | 0.34 ± 0.43 | 0.084 # |
|
| 5.92 ± 5.15 | 2.93 ± 2.83 | 0.223 |
|
| 4.18 ± 2.39 | 3.48 ± 2.27 | 0.756 |
| 1.20 ± 0.75 | 0.93 ± 0.86 | 0.314 | |
| 18.1 ± 8.54 | 18.83 ± 9.34 | 0.917 | |
|
| 2.20 ± 1.65 | 3.30 ± 2.14 | 0.251 |
| 0.58 ± 0.42 | 0.24 ± 0.22 | 0.066 # | |
|
| 0.88 ± 0.84 | 0.67 ± 0.71 | 0.459 |
|
| 0.52 ± 0.24 | 0.50 ± 0.53 | 0.245 |
|
| 0.59 ± 0.37 | 0.24 ± 0.18 | 0.035 * |
|
| 11.77 ± 4.98 | 12.29 ± 6.2 | 0.863 |
|
| 18.89 ± 7.41 | 20.18 ± 7.8 | 0.704 |
* p-value < 0.05, # p-value < 0.1.
Figure 3Linear discriminant analysis (LDA) scores (log10) for the significant taxonomic biomarkers obtained from the LEfSe analysis between the groups of healthy subjects and UC patients. Color code: green—taxa in higher proportions in the healthy group; red—taxa in higher proportions in UC participants.
Analysis of the differential relative abundance (%) at the ASV level: Only ASVs with statistically significant differences (p-value < 0.05) based on the Mann–Whitney U test for non-related samples are shown. The ASVs that were detected only in the group of UC patients are marked in red, and the ASVs that were detected exclusively in the group of healthy donors are marked in green.
| ASV Code | Species | Mean ± SD | Mean ± SD UC Patients | |
|---|---|---|---|---|
| ASV4 |
| ND | 0.136 ± 0.296 | - |
| ASV14 |
| ND | 0.152 ± 0.316 | - |
| ASV39 |
| ND | 0.068 ± 0.118 | - |
| ASV219 | ND | 0.01 ± 0.019 | - | |
| ASV754 |
| 0.771 ± 0.896 | ND | - |
| ASV756 | 0.742 ± 0.591 | ND | - | |
| ASV758 |
| 0.567 ± 0.626 | 0.162 ± 0.326 | 3.65 × 10−2 |
| ASV762 |
| 0.704 ± 1.004 | ND | - |
| ASV763 | 0.530 ± 0.823 | ND | - | |
| ASV765 |
| 0.690 ± 0.469 | ND | - |
| ASV773 |
| 0.519 ± 0.573 | ND | - |
| ASV778 |
| 0.356 ± 0.440 | ND | - |
| ASV781 |
| 0.390 ± 0.978 | ND | - |
| ASV787 |
| 0.246 ± 0.434 | 1.419 ± 1.304 | 2.72 × 10−2 |
| ASV792 | 0.270 ± 0.271 | ND | - | |
| ASV795 |
| 0.793 ± 1.565 | ND | - |
| ASV797 |
| 0.453 ± 0.736 | ND | - |
| ASV809 |
| 0.245 ± 0.225 | ND | - |
| ASV814 | 0.247 ± 0.224 | 0.071 ± 0.103 | 3.43 × 10−2 | |
| ASV816 |
| 0.269 ± 0.381 | ND | - |
| ASV821 |
| 0.199 ± 0.225 | ND | - |
| ASV834 |
| 0.264 ± 0.270 | ND | - |
| ASV842 |
| 0.139 ± 0.323 | ND | - |
| ASV852 |
| 0.121 ± 0.101 | ND | - |
| ASV855 |
| 0.170 ± 0.290 | ND | - |
| ASV857 | 0.302 ± 0.687 | ND | - | |
| ASV859 |
| 0.121 ± 0.216 | ND | - |
| ASV861 | 0.093 ± 0.042 | 0.18 ± 0.115 | 2.42 × 10−2 | |
| ASV865 | 0.162 ± 0.223 | ND | - | |
| ASV875 | 0.191 ± 0.378 | ND | - | |
| ASV878 |
| 0.105 ± 0.071 | ND | - |
| ASV883 |
| 0.125 ± 0.144 | ND | - |
| ASV893 |
| 0.115 ± 0.135 | ND | - |
| ASV894 |
| 0.043 ± 0.093 | ND | - |
| ASV896 |
| 0.059 ± 0.089 | ND | - |
| ASV901 |
| 0.082 ± 0.123 | ND | - |
| ASV905 | 0.089 ± 0.096 | ND | - | |
| ASV906 | 0.099 ± 0.142 | ND | - | |
| ASV920 |
| 0.068 ± 0.060 | ND | - |
| ASV964 |
| 0.098 ± 0.204 | ND | - |
| ASV967 |
| 0.097 ± 0.177 | ND | - |
| ASV979 |
| 0.043 ± 0.064 | ND | - |
| ASV1001 |
| 0.028 ± 0.040 | ND | - |
| ASV1010 | 0.064 ± 0.084 | 0.013 ± 0.029 | 3.02 × 10−2 | |
| ASV1015 | 0.032 ± 0.045 | ND | - | |
| ASV1050 |
| 0.058 ± 0.137 | ND | - |
| ASV1101 | 0.026 ± 0.040 | ND | - | |
| ASV1153 |
| 0.043 ± 0.089 | ND | - |
| ASV1158 |
| 0.039 ± 0.070 | ND | - |
| ASV1161 | 0.027 ± 0.038 | ND | - | |
| ASV1329 |
| 0.032 ± 0.071 | ND | - |
| ASV1363 | 0.003 ± 0.007 | ND | - | |
| ASV1405 |
| 0.015 ± 0.025 | ND | - |
| ASV1414 |
| 0.012 ± 0.023 | ND | - |
| ASV1473 | 0.015 ± 0.035 | ND | - | |
| ASV1569 | 0.013 ± 0.021 | ND | - | |
| ASV1600 | 0.024 ± 0.052 | ND | - |
ND = not detected.