Analysis of immune cell infiltration for the key diabetes-disc degeneration gene IL1R1 revealed that IL1R1 expression exhibited a significant positive correlation with neutrophils, and a significant negative correlation with activated dendritic cells and activated natural killer cells. Here, IL1R1 is linked to diabetes mellitus.