Related Experiment Videos
Exploratory transcriptomic analysis suggests candidate genes associated with loss of response to ustekinumab in
Jiayi Lin1, Tingting Xie1, Jiahao Zhong1
1The Second Affiliated Hospital, School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou, China.
Background:
Despite the favorable safety and efficacy of ustekinumab in clinical practice for Crohn's disease, a subset of Crohn's disease patients still experience loss of response to this treatment. This study was thus conducted to investigate the differential gene expression underlying ustekinumab loss of response in Crohn's disease patients.
Methods:
This prospective study, grouped by response to ustekinumab, collected peripheral blood mononuclear cells from refractory moderate-to-severe adult Crohn's disease patients (8 vs. 9) who were admitted to the Second Affiliated Hospital of Guangzhou Medical University and received initial ustekinumab treatment between January 2024 and June 2025 for RNA sequencing. For exploratory pathway analysis, differentially expressed genes identified by DESeq2 using exploratory thresholds (|FC| > 1.5, P < 0.05) were subjected to GO and KEGG enrichment, WGCNA, and PPI network analyses. Additionally, another 16 patients were included for the preliminary validation of candidate genes by qPCR. Furthermore, we conducted a clinical influence factor analysis on 81 patients who had already received medication.
Results:
RNA sequencing identified 510 differentially expressed genes between ustekinumab responders and non-responders. Trait association analysis showed that the cyan module was the module most strongly associated with both ustekinumab non-response and stricturing behavior, consistent with the independent influence of stricturing behavior identified in the retrospective clinical study. This module was enriched in platelet activation, neutrophil extracellular trap formation, and focal adhesion (KEGG), as well as coagulation and platelet aggregation (GO). Among the 10 candidate genes selected for validation, FFAR2, ITGA2B, SOCS3, and KCNJ15 exhibited statistically significant differential expression.
Conclusion:
Our findings suggest that loss of response may be potentially associated with pro-inflammatory pathways independent of the drug's action pathways, as well as a "pro-fibrotic immune microenvironment" linked to intestinal strictures. Additionally, preliminary validation indicated that FFAR2, ITGA2B, SOCS3, and KCNJ15 may provide new perspectives for candidate differentially expressed genes associated with ustekinumab loss of response.
Insights
Loss of response to ustekinumab in Crohn's disease may involve pro-inflammatory pathways and a pro-fibrotic microenvironment. Genes like FFAR2, ITGA2B, SOCS3, and KCNJ15 show differential expression in non-responders.
Area of Science:
- Gastroenterology
- Immunology
- Genomics
Background:
- Ustekinumab is effective for Crohn's disease but some patients lose response.
- Understanding the genetic basis of ustekinumab non-response is crucial for improving patient outcomes.
Purpose of the Study:
- To investigate differential gene expression in Crohn's disease patients experiencing loss of response to ustekinumab.
- To identify potential biomarkers and pathways associated with treatment failure.
Main Methods:
- Prospective RNA sequencing of peripheral blood mononuclear cells from ustekinumab responders and non-responders.
- Differential gene expression analysis (DESeq2), pathway analysis (GO, KEGG), WGCNA, and PPI network analysis.
- Validation of candidate genes using qPCR and clinical factor analysis.
Main Results:
- 510 differentially expressed genes were identified between responders and non-responders.
- A gene module associated with non-response and stricturing behavior was enriched in platelet activation and neutrophil extracellular trap formation pathways.
- FFAR2, ITGA2B, SOCS3, and KCNJ15 showed statistically significant differential expression.
Conclusions:
- Loss of response may be linked to pro-inflammatory pathways and a pro-fibrotic microenvironment, independent of ustekinumab's mechanism.
- FFAR2, ITGA2B, SOCS3, and KCNJ15 are potential candidate genes for ustekinumab loss of response in Crohn's disease.
Related Concept Videos
Inflammatory Bowel Disease III: Crohn's Disease
Drugs for Treatment of Crohn's Disease in IBD Using Biologic Agents: Anti-TNF
Drugs for Treatment of Crohn's Disease in IBD Using Immunomodulatory Agents
Inflammatory Bowel Disease II: Crohn's Disease
Inflammatory bowel disease, commonly known as IBD, refers to a collection of disorders that lead to persistent inflammation of the gastrointestinal tract. The two types of IBD are ulcerative colitis, which impacts the colon, and Crohn's disease, which can involve any part of the gastrointestinal segment.
Crohn's disease
Crohn's disease is a chronic, systemic inflammatory bowel disease (IBD) that predominantly affects the gastrointestinal tract. It is marked by transmural...
Pharmacogenomics: Identification of New Drug Targets
Inflammatory Bowel Disease II: Ulcerative Colitis