COL1A2 and neoplasm: These results revealed that hub genes such as ACTG1, CALM3, COL1A2, RPL27A and others were associated with IDD and immune cells including Treg cells, dendritic cells, Th2 cells and tumour-infiltrating lymphocytes are involved in the process of IDD.