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Validation of Biomarkers and Immunotherapy With Crohn's Disease Using WGCNA and Two-Sample Mendelian Randomization
Cong Hu1, Shuxiong Nong2, Chenang Liu3
1Department of Ultrasound, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China.
Researchers identified five key genes, including CXCL1, for predicting Crohn
Area of Science:
- Biotechnology
- Genomics
- Immunology
Background:
- Crohn's disease (CD) is a chronic inflammatory condition with complex etiology.
- Extraintestinal manifestations and immune dysregulation are common in CD.
- Delayed diagnosis and complications arise from unclear early symptoms and limited detection methods.
Purpose of the Study:
- To identify key genes associated with Crohn's disease (CD).
- To explore the functional roles of identified genes in CD pathogenesis.
- To assess the potential of identified genes as biomarkers for early CD detection.
Main Methods:
- Differentially Expressed Genes (DEG) and Weighted Gene Co-expression Network Analysis (WGCNA) were used to identify key genes.
- Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed for functional enrichment.
- Mendelian Randomization (MR) analysis was employed to investigate causal relationships.
Main Results:
- WGCNA identified 3240 differentially expressed genes, highlighting a significant 'magenta' module.
- Enrichment analysis revealed hub genes associated with heme binding, IL-17 signaling, and amoebiasis.
- Top five hub genes identified: CXCL1, LCN2, NOS2, S100A8, and DUOX2, with CXCL1 showing a significant correlation with CD via MR.
Conclusions:
- Five potential biomarker genes (CXCL1, LCN2, NOS2, S100A8, DUOX2) for CD were identified using bioinformatics and MR.
- These genes offer insights into CD pathogenesis and potential therapeutic targets.
- CXCL1 emerged as a promising biomarker for CD with potential for clinical translation.
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