Our comprehensive bioinformatics analyses including construction of circRNA/microRNA/mRNA interaction network, GO annotation and KEGG pathway analysis, highlighted multiple pathways, particularly the virus infection and interferon-beta signaling, in mediating immune activation in Graves’ disease. This evidence concerns the gene IFNB1 and viral infectious disease.