To identify independent factors associated with HMCC, we conducted a multivariate logistic regression analysis incorporating clinical variables (tumor location, size, lymphatic invasion, differentiation, MMR status, and BRAF status) and the relative abundances of selected bacterial taxa. Here, MRC1 is linked to neoplasm.