Transcriptional Drivers of Stricturing Crohns Disease
Download from source ↗Dataset overview
Profiling non-coding RNA levels with clinical classifiers in pediatric Crohn's disease.
Abstract
<h4>Background</h4>Crohn's disease (CD) is a heritable chronic inflammatory disorder. Non-coding RNAs (ncRNAs) play an important role in epigenetic regulation by affecting gene expression, but can also directly affect protein function, thus having a substantial impact on biological processes. We investigated whether non-coding RNAs (ncRNA) at diagnosis are dysregulated during CD at different CD locations and future disease behaviors to determine if ncRNA signatures can serve as an index to outcomes.<h4>Methods</h4>Using subjects belonging to the RISK cohort, we analyzed ncRNA from the ileal biopsies of 345 CD and 71 non-IBD controls, and ncRNA from rectal biopsies of 329 CD and 61 non-IBD controls. Sequence alignment was done (STAR package) using Human Genome version 38 (hg38) as reference panel. The differential expression (DE) analysis was performed with EdgeR package and DE ncRNAs were identified with a threshold of fold change (FC) > 2 and FDR < 0.05 after multiple test corrections.<h4>Results</h4>In total, we identified 130 CD specific DE ncRNAs (89 in ileum and 41 in rectum) when compared to non-IBD controls. Similarly, 35 DE ncRNAs were identified between B1 and B2 in ileum, whereas no differences among CD disease behaviors were noticed in rectum. We also found inflammation specific ncRNAs between inflamed and non-inflamed groups in ileal biopsies. Overall, we observed that expression of mir1244-2, mir1244-3, mir1244-4, and RN7SL2 were increased during CD, regardless of disease behavior, location, or inflammatory status. Lastly, we tested ncRNA expression at baseline as potential tool to predict the disease status, disease behaviors and disease inflammation at 3-year follow up.<h4>Conclusions</h4>We have identified ncRNAs that are specific to disease location, disease behavior, and disease inflammation in CD. Both ileal and rectal specific ncRNA are changing over the course of CD, specifically during the disease progression in the intestinal mucosa. Collectively, our findings show changes in ncRNA during CD and may have a clinical utility in early identification and characterization of disease progression.
doi:10.1186/s12920-021-01041-7 ↗ PMID 34325702 ↗ PMC8323253 ↗
Study facts
- Organism
- —
- Platform
- Illumina HiSeq 1000
- Age group
- paediatric
- Disease groups
- Crohn's disease, Non-IBD controls
- 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-to-sample mapping is available
- 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.paired_end |
True |
Libraries were sequenced on the HiSeq system using Paired End (PE) 150 base pair chemistry Section |
assay.platform |
Illumina HiSeq 1000 from source |
ENA instrument_model=Illumina HiSeq 1000 Section |
assay.read_length |
150 |
using Paired End (PE) 150 base pair chemistry Section |
Cohort
| Field | Value | Evidence |
|---|---|---|
cohort.age_group |
paediatric |
a subset of pediatric CD patient’s intestinal biopsies from RISK study Section |
cohort.crohns_disease_participants |
274 |
Ileal biopsies were obtained from 71 non-IBD controls and 274 CD patients at diagnosis. Section |
cohort.disease_activity_metadata_available |
True |
Disease severity classifications, demographics, and clinical information were collected for each patient at time of enrollment and during follow-up Section |
cohort.non_ibd_controls |
71 |
Ileal biopsies were obtained from 71 non-IBD controls and 274 CD patients at diagnosis. Section |
cohort.study_design |
cross_sectional inferred |
Ileal biopsies were obtained from 71 non-IBD controls and 274 CD patients at diagnosis. Section |
cohort.total_participants |
345 inferred |
Ileal biopsies were obtained from 71 non-IBD controls and 274 CD patients at diagnosis. Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.open_access |
True |
"isOpenAccess": "Y" Section |
data_assets.pipeline_or_tool_versions |
True |
Read quantification was conducted and aligned to the GENCODE v28 (HG38) reference genome using STAR package ... EdgeR was used Section |
data_assets.raw_reads |
True |
"run_count": 746 Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.body_site |
ileum |
Ileal biopsies were obtained from 71 non-IBD controls and 274 CD patients at diagnosis. Section |
specimens.inflamed_status_available |
True |
clinical information were collected for each patient ... including ... inflammatory status Section |
specimens.longitudinal_sampling |
False inferred |
Ileal biopsies were obtained from ... CD patients at diagnosis. Section |
specimens.number_of_samples |
746 from source |
ENA sample_count=746 Section |
specimens.participant_to_sample_mapping_available |
True inferred |
clinical information were collected for each patient at time of enrollment and during follow-up Section |
specimens.sample_type |
mucosal_biopsy |
Ileal and rectum bulk-biopsies were obtained from newly diagnosed CD patients by colonoscopy. Section |