Ultimately, the verification of the expression of signature genes (ALDH5A1, CHDH, and PDK2) and their co-expression with M1 macrophages (CD86) was accomplished through the construction of inflammatory cell and colitis models. The gene discussed is PDK2; the disease is colitis.