Evidence map›Paper›PMID 42156958›Full record

ArticleScientific reports2026

Tissue transcriptional programs stratify Crohn's disease by therapeutic response and clinical outcomes.

Ayesh Awad, Benjamin Huan, Michael T Shanahan, David Weaver, Sophie Silverstein, Gwen Lau, Grace Lian, Brady Furey, Benjamin D McMichael, Antonio Arias and 5 more

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Ayesh Awad *Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Benjamin Huan *Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Michael T ShanahanDepartment of Biomedical and Translational Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, USA.
David WeaverCenter for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Sophie SilversteinCenter for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Gwen LauCenter for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Grace LianCenter for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Brady FureyCenter for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Benjamin D McMichaelDepartment of Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Antonio AriasCenter for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Benjamin P KeithCenter for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Alexandria J ShumwayDepartment of Biomedical and Translational Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, USA.
Praveen SethupathyDepartment of Biomedical and Translational Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY, USA. pr46@cornell.edu.
Terrence S FureyCenter for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. tsfurey@email.unc.edu.
Shehzad Z SheikhCenter for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. shehzad_sheikh@med.unc.edu.

Funding

PILOT AND FEASIBILITY STUDIESP30DK034987 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI ROBERT S. SANDLER · 1985 to 2026
$30.5M
High throughput functional studies of IBD-associated GWAS variantsR01DK136262 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Terrence S. Furey, SHEHZAD Z. SHEIKH · 2023 to 2026
$2.6M
Multi-omic characterization of genetic variants in IBD risk lociR01DK138462 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Terrence S. Furey, SHEHZAD Z. SHEIKH · 2024 to 2026
$1.4M
NIDDK NIH HHS P30 DK034987NIDDK NIH HHS R01 DK136262NIDDK NIH HHS R01 DK138462
6 · The paper itself

Abstract

Crohn's disease is biologically heterogeneous, and current clinical classifications poorly predict treatment response or disease progression. The molecular programs that drive clinical outcomes in Crohn's disease remain poorly defined. We generated and analyzed whole-transcriptome RNA-sequencing data from non-inflamed colonic biopsies of 101 well-characterized Crohn's disease patients. We performed weighted gene co-expression network analysis and identified 15 transcriptional programs that stratified Crohn's disease independent of conventional clinical classification. We then tested associations between these programs and clinical outcomes, including primary and secondary treatment failure, surgical burden, and perianal disease. A neutrophil activation program enriched for CD69 expression was strongly associated with both primary and secondary treatment failure, identifying a mucosal immune phenotype of therapeutic resistance. A fibro-proliferative program centered on SERPINE1 expression correlated with higher cumulative surgical burden, implicating tissue remodeling pathways in progressive disease. We also discovered an antimicrobial program, marked by elevated DEFA5 and DEFA6, in colonic mucosa; this signature was enriched in patients with treatment failure and validated by DEFA5 immunofluorescence. A distinct program uniquely associated with perianal disease highlights the molecular features of this severe phenotype that are not captured by standard clinical metrics. In conclusion, colonic transcriptional programs identify biologically meaningful disease states in Crohn's disease that associate with treatment failure, surgical risk, and perianal involvement. These findings provide a molecular basis for prognostic biomarkers and targeted therapeutic stratification in Crohn's disease.

Indexed as

Crohn DiseaseTranscriptomeAdultalpha-DefensinsColonFemaleGene Expression ProfilingHumansIntestinal MucosaMaleTreatment FailureTreatment Outcomealpha-Defensins

Identifiers

PMID42156958
PMCPMC13385929

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.