Using expression-based genome-wide association study (eGWAS) technology, Jia X. et al. found that children with newly-diagnosed T1D had increased OPN and low IL1-RA levels in their serum compared to healthy controls [103]. This evidence concerns the gene SPP1 and type 1 diabetes mellitus.