Identification of master regulator genes controlling pathogenic CD4 + T cell fate in inflammatory bowel disease through transcriptional network analysis.
José M JiménezJ Sebastián Contreras-RiquelmePía M VidalCarolina PradoMacarena BastíasClaudio MenesesAlberto J M MartínTomás Perez-AcleRodrigo PachecoPublished in: Scientific reports (2024)
Inflammatory bowel diseases (IBD) are a group of chronic inflammatory conditions of the gastrointestinal tract associated with multiple pathogenic factors, including dysregulation of the immune response. Effector CD4 + T cells and regulatory CD4 + T cells (Treg) are central players in maintaining the balance between tolerance and inflammation. Interestingly, genetic modifications in these cells have been implicated in regulating the commitment of specific phenotypes and immune functions. However, the transcriptional program controlling the pathogenic behavior of T helper cells in IBD progression is still unknown. In this study, we aimed to find master transcription regulators controlling the pathogenic behavior of effector CD4 + T cells upon gut inflammation. To achieve this goal, we used an animal model of IBD induced by the transfer of naïve CD4 + T cells into recombination-activating gene 1 (Rag1) deficient mice, which are devoid of lymphocytes. As a control, a group of Rag1 -/- mice received the transfer of the whole CD4 + T cells population, which includes both effector T cells and Treg. When gut inflammation progressed, we isolated CD4 + T cells from the colonic lamina propria and spleen tissue, and performed bulk RNA-seq. We identified differentially up- and down-regulated genes by comparing samples from both experimental groups. We found 532 differentially expressed genes (DEGs) in the colon and 30 DEGs in the spleen, mostly related to Th1 response, leukocyte migration, and response to cytokines in lamina propria T-cells. We integrated these data into Gene Regulatory Networks to identify Master Regulators, identifying four up-regulated master gene regulators (Lef1, Dnmt1, Mybl2, and Jup) and only one down-regulated master regulator (Foxo3). The altered expression of master regulators observed in the transcriptomic analysis was confirmed by qRT-PCR analysis and found an up-regulation of Lef1 and Mybl2, but without differences on Dnmt1, Jup, and Foxo3. These two master regulators have been involved in T cells function and cell cycle progression, respectively. We identified two master regulator genes associated with the pathogenic behavior of effector CD4 + T cells in an animal model of IBD. These findings provide two new potential molecular targets for treating IBD.
Keyphrases
- transcription factor
- genome wide identification
- genome wide
- cell cycle
- dendritic cells
- regulatory t cells
- oxidative stress
- rna seq
- immune response
- induced apoptosis
- dna methylation
- ulcerative colitis
- network analysis
- single cell
- bioinformatics analysis
- copy number
- type diabetes
- gene expression
- adipose tissue
- type iii
- poor prognosis
- cell death
- metabolic syndrome
- genome wide analysis
- deep learning
- big data
- climate change
- risk assessment
- human health