16S amplicon sequence analysis of saliva from patients with Ulcerative Colitis
Download from source ↗Dataset overview
Dysbiosis in the Salivary Microbiome Associated with IgA Nephropathy-A Japanese Cohort Study.
Abstract
IgA nephropathy is one of the leading causes of chronic kidney disease in Japan. Since the origin and mechanisms by which IgA nephropathy develops currently remain unclear, a confirmed disease diagnosis is currently only possible by highly invasive renal biopsy. With the background of the salivary microbiome as a rich source of biomarkers for systemic diseases, we herein primarily aimed to investigate the salivary microbiome as a tool for the non-invasive diagnosis of IgA nephropathy. In a comparison of salivary microbiome profiles using 16S rRNA amplicon sequencing, significant differences were observed in microbial diversity and richness between IgA nephropathy patients and healthy controls. Furthermore, recent studies reported that patients with IgA nephropathy are more likely to develop inflammatory bowel diseases and that chronic inflammation of the tonsils triggered the recurrence of IgA nephropathy. Therefore, we compared the salivary microbiome of IgA nephropathy patients with chronic tonsillitis and ulcerative colitis patients. By combining the genera selected by the random forest algorithm, we were able to distinguish IgA nephropathy from healthy controls with an area under the curve (AUC) of 0.90, from the ulcerative colitis group with AUC of 0.88, and from the chronic tonsillitis group with AUC of 0.70. Additionally, the genus Neisseria was common among the selected genera that facilitated the separation of the IgA nephropathy group from healthy controls and the chronic tonsillitis group. The present results indicate the potential of the salivary microbiome as a biomarker for the non-invasive diagnosis of IgA nephropathy.
Study facts
- Organism
- human saliva metagenome
- Platform
- 454 pyrosequencing
- Age group
- —
- Disease groups
- Ulcerative colitis
- Anatomical sites
- —
Data availability
Specific data assets have not been resolved from the source yet — see the source repository below for the full file listing.
Strengths & limitations for reuse
Strengths
- Raw reads are advertised
- Participant counts are documented
- Sample counts are documented
Limitations
- Not documented: feature/otu tables are advertised
- Not documented: taxonomic tables are advertised
Extraction evidence & provenance
Each extracted field is shown with the source excerpt and location used to resolve it.
Assay
| Field | Value | Evidence |
|---|---|---|
assay.platform |
454 pyrosequencing from source |
using 454 pyrosequencing technology Section |
assay.primers_reported |
True |
using barcoded 27Fmod ... and 338R ... primers Section |
assay.read_depth_reported |
2300 |
A total of 2,300 reads per sample were randomly chosen from high-quality reads for analysis Section |
assay.sequencing_type |
amplicon_16s from source |
analyzed by amplicon sequencing of V1-V2 region16S rRNA Section |
assay.target_region |
V1-V2 region of the 16S rRNA gene from source |
amplicon sequencing of V1-V2 region16S rRNA Section |
Cohort
| Field | Value | Evidence |
|---|---|---|
cohort.total_participants |
22 from source |
Saliva was collected 22 UCs. Section |
cohort.ulcerative_colitis_participants |
22 from source |
Saliva was collected 22 UCs. Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.pipeline_or_tool_versions |
True |
grouped into OTUs using the UCLUST algorithm with a 96% identity threshold Section |
data_assets.qc_or_negative_controls_reported |
True |
Reads with an average quality score less than 25 ... and possible chimeric reads ... were excluded Section |
data_assets.raw_reads |
True |
The high-quality 16S V1-V2 sequences used in the present study ... were deposited in the DDBJ/GenBank/EMBL database Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.body_site |
saliva from source |
evaluate the salivary microbiome of UC patients. Saliva was collected 22 UCs. Section |
specimens.number_of_samples |
22 from source |
Saliva was collected 22 UCs. Section |