Notably, we observed that the expression of LUCAT1 in these monocytes could be associated with the occurrence of colorectal cancer, with Mendelian randomization analysis further indicating a direct link between genetic variations in LUCAT1 and colorectal cancer risk. The gene discussed is LUCAT1; the disease is colorectal cancer.