Foundry120 atlas

Transcriptional Drivers of Stricturing Crohns Disease

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Dataset overview

Participants 345
Samples 746
Reuse readiness 6.7/10 evidence-backed score

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.

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

FieldValueEvidence
assay.paired_end True
Libraries were sequenced on the HiSeq system using Paired End (PE) 150 base pair chemistry

Section Methods—RNA-sequencing, offset 9000

assay.platform Illumina HiSeq 1000 from source
ENA instrument_model=Illumina HiSeq 1000

Section ENA study report, offset —

assay.read_length 150
using Paired End (PE) 150 base pair chemistry

Section Methods—RNA-sequencing, offset 9000

Cohort

FieldValueEvidence
cohort.age_group paediatric
a subset of pediatric CD patient’s intestinal biopsies from RISK study

Section Methods—Study design, offset 8700

cohort.crohns_disease_participants 274
Ileal biopsies were obtained from 71 non-IBD controls and 274 CD patients at diagnosis.

Section Methods—Cohort, offset 6200

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 Methods—Cohort, offset 6500

cohort.non_ibd_controls 71
Ileal biopsies were obtained from 71 non-IBD controls and 274 CD patients at diagnosis.

Section Methods—Cohort, offset 6200

cohort.study_design cross_sectional inferred
Ileal biopsies were obtained from 71 non-IBD controls and 274 CD patients at diagnosis.

Section Methods—Cohort, offset 6200

cohort.total_participants 345 inferred
Ileal biopsies were obtained from 71 non-IBD controls and 274 CD patients at diagnosis.

Section Methods—Cohort, offset 6200

Data_Assets

FieldValueEvidence
data_assets.open_access True
"isOpenAccess": "Y"

Section publication metadata, offset —

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 Methods—RNA-sequencing, offset 9400

data_assets.raw_reads True
"run_count": 746

Section study, offset —

Specimens

FieldValueEvidence
specimens.body_site ileum
Ileal biopsies were obtained from 71 non-IBD controls and 274 CD patients at diagnosis.

Section Methods—Cohort, offset 6200

specimens.inflamed_status_available True
clinical information were collected for each patient ... including ... inflammatory status

Section Methods—Cohort, offset 6500

specimens.longitudinal_sampling False inferred
Ileal biopsies were obtained from ... CD patients at diagnosis.

Section Methods—Cohort, offset 6200

specimens.number_of_samples 746 from source
ENA sample_count=746

Section ENA study report, offset —

specimens.participant_to_sample_mapping_available True inferred
clinical information were collected for each patient at time of enrollment and during follow-up

Section Methods—Cohort, offset 6500

specimens.sample_type mucosal_biopsy
Ileal and rectum bulk-biopsies were obtained from newly diagnosed CD patients by colonoscopy.

Section Methods—Cohort, offset 6100