We identified sets of 117 female-specific, 114 male-specific, and 66 mutual differentially expressed X chromosome genes in patients with MS. Gene set enrichment analyses of female-specific MS genes implicates toll like receptor (TLR) genes including TLR7 and TLR8 and pathway analyses further points to toll like receptor cascades as well as immune signaling by interleukins and cytokine receptors. Other genes with high effect sizes in our analyses suggest GPCR signaling, underscoring the need for novel avenues of therapeutic target development.