RNA-Seq and proteomics of Crohn's disease: Terminal ileum of inflamed and non inflamed paired tissue biopsy
Download from source ↗Dataset overview
Tryptophan Metabolism 'Hub' Gene Expression Associates with Increased Inflammation and Severe Disease Outcomes in COVID-19 Infection and Inflammatory Bowel Disease.
Abstract
The epithelial barrier's primary role is to protect against entry of foreign and pathogenic elements. Both COVID-19 and Inflammatory Bowel Disease (IBD) show commonalities in symptoms and treatment with sensitization of the epithelial barrier inviting an immune response. In this study we use a multi-omics strategy to identify a common signature of immune disease that may be able to predict for more severe patient outcomes. Global proteomic approaches were applied to transcriptome and proteome. Further semi- and relative- quantitative targeted mass spectrometry methods were developed to substantiate the proteomic and metabolomics changes in nasal swabs from healthy, COVID-19 (24 h and 3 weeks post infection); serums from Crohn's disease patients (scored for epithelial leak), terminal ileum tissue biopsies (patient matched inflamed and non-inflamed regions, and controls). We found that the tryptophan/kynurenine metabolism pathway is a 'hub' regulator of canonical and non-canonical transcription, macrophage release of cytokines and significant changes in the immune and metabolic status with increasing severity and disease course. Significantly modified pathways include stress response regulator EIF2 signaling (<i>p</i> = 1 × 10<sup>-3)</sup>; energy metabolism, KYNU (<i>p</i> = 4 × 10<sup>-4</sup>), WARS (<i>p</i> = 1 × 10<sup>-7</sup>); inflammation, and IDO activity (<i>p</i> = 1 × 10<sup>-6</sup>). Heightened levels of PARP1, WARS and KYNU are predictive at the acute stage of infection for resilience, while in contrast, levels remained high and are predictive of persistent and more severe outcomes in COVID disease. Generation of a targeted marker profile showed these changes in immune disease underlay resolution of epithelial barrier function and have the potential to define disease trajectory and more severe patient outcomes.
Study facts
- Organism
- —
- Platform
- NovaSeq
- Age group
- adult
- Disease groups
- —
- 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
- Sample counts are documented
Limitations
- Not documented: raw reads are advertised
- Not documented: feature/otu tables are advertised
- Not documented: taxonomic tables are advertised
- Not documented: participant counts are documented
Extraction evidence & provenance
Each extracted field is shown with the source excerpt and location used to resolve it.
Assay
| Field | Value | Evidence |
|---|---|---|
assay.paired_end |
True |
to obtain 100 bp paired end reads Section |
assay.platform |
NovaSeq |
Analysis of total RNA from 15 samples was performed ... using the NovaSeq platform Section |
assay.read_length |
100 |
to obtain 100 bp paired end reads Section |
Cohort
| Field | Value | Evidence |
|---|---|---|
cohort.age_group |
adult |
Eligible participants were ≥18 years of age with written informed consent. Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.open_access |
True |
Creative Commons Zero v1.0 Universal Section |
data_assets.pipeline_or_tool_versions |
True |
Counts were quantified using salmon (v 0.9.1) and the R package txtimport Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.inflamed_status_available |
True |
Two pinches were collected from both the inflamed (I) and non-inflamed (NI) portions of bowel. Section |
specimens.longitudinal_sampling |
False inferred |
Two pinches were collected from both the inflamed (I) and non-inflamed (NI) portions of bowel. Section |
specimens.number_of_samples |
15 |
Analysis of total RNA from 15 samples was performed by the Ramaciotti Centre for Genomics Section |
specimens.sample_type |
mucosal_biopsy |
Pinch biopsies from Crohns disease patients undergoing colonoscopy ... were collected from inflamed Terminal ileum portion of bowel Section |