Combined Bulk and Single-Cell Transcriptomic Analysis to Reveal the Potential Influences of Intestinal Inflammatory Disease on Multiple Sclerosis.

Multiple sclerosis (MS) and inflammatory bowel disease (IBD) are both autoimmune disorders caused by dysregulated immune responses. Still, there is a growing awareness of the comorbidity between MS and IBD. However, the shared pathophysiological mechanisms between these two diseases are still lacking. RNA sequencing datasets (GSE126124, GSE9686, GSE36807, GSE21942) were analyzed to identify the shared differential expressed genes (DEGs) for IBD and experimental allergic encephalomyelitis (EAE). Other datasets (GSE17048, GSE75214, and GSE16879) were downloaded for further verification and analysis. Shared pathways and regulatory networks were explored based on these DEGs. The single-cell transcriptome of central nervous system (CNS) immune cells sequenced from EAE brains and the public datasets of IBD (PRJCA003980) were analyzed for the immune characteristics of the shared DEGs. Mass cytometry by time-of-flight (CyTOF) of peripheral blood mononuclear cells (PBMCs) was performed for the systematic immune response in the EAE model. Machine learning algorithms were also used to identify the diagnostic biomarkers of MS. We identified 74 common DEGs from the selected RNA sequencing datasets, and single-cell RNA data of the intestinal tissues of IBD patients showed that 56 of 74 DEGs were highly enriched in IL1B