Implications regarding mucin types, particularly MUC1 and MUC5AC, have emerged in the context of malignant tumor development, impacting the biological characteristics and advancement of gallbladder adenocarcinoma. This evidence concerns the gene MUC1 and gallbladder adenocarcinoma.