DOI 10.2174/0118715303433720260216212725
Integrative eQTL and Mendelian Randomization Analyses with Experimental Validation Prioritize Genetic Candidate Biomarkers for Crohn's Disease.
Аннотация
INTRODUCTION
Crohn's disease (CD) is a chronic, idiopathic inflammatory bowel disease. Understanding the genetic and immunological basis of CD can lead to better therapeutic strategies.
METHODS
We employed publicly available datasets from the Gene Expression Omnibus (GEO) database to identify instrumental variables through expression quantitative trait loci (eQTL) analysis and conducted two-sample Mendelian randomization (MR) analyses. Additionally, we investigated the functions and pathways of co-expressed genes using GO, KEGG, and GSEA analyses. The association between these genes and immune cells was examined through immune cell infiltration assessment. Finally, the co-expressed genes were validated.
RESULTS
Several genes, including BATF2, SERPINB9, FCGR2A, MCTP1, SNX30, and SMIM1, were identified as having a causal relationship with CD. These genes are involved in important biological processes and pathways, including autoimmune regulation and oxidative stress. Moreover, CIBERSORT analysis demonstrated a unique distribution of immune cells in CD. Monocytes were significantly decreased in the disease group's tissues. Immune cell infiltration analysis further emphasized the distinct immune landscapes within this disease.
DISCUSSION: This study identified key genes associated with Crohn's disease, involving immune regulation and other factors, supplementing existing research. Despite limitations such as reliance on public data and insufficient experimental validation, the results provide a basis for exploring potential targets and conducting in-depth mechanism studies.
CONCLUSION
The results of our study on the molecular mechanism of CD offer new insights into the identification of key genetic traits and potential therapeutic targets, which will enhance our understanding of the disease and lead to the development of more effective treatment options.
Предметные рубрики MeSH
Подготовка и перевод публикации
Обработка статьи · этапы, ошибки и управление
Ошибки и ограничения
История · было → стало
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