Current research hotspots focus on the molecular biology of A. muciniphila, such as its role in intestinal barrier maintenance, immune response, and its potential for regulating and treating digestive and metabolic diseases, such as cancer, fatty liver disease, inflammatory bowel disease, etc., through bile acid metabolism, extracellular vesicles, and insulin resistance. This evidence concerns the gene INS and Other metabolic disease.