For example, we found that the expression of host gene PINK1, which regulates the PI3-kinase/AKT signalling pathway91, is associated with the abundance of Collinsella in CRC, Peptostreptococcaceae in IBD, and Blautia in IBS in our study. The gene discussed is AKT1; the disease is irritable bowel syndrome.