Additional research has demonstrated that HQD can improve gut dysbiosis and induce apoptosis in CRC mouse tumor cells through microbial butyrate-mediated inhibition of the PI3K/Akt pathway [12]. This evidence concerns the gene AKT1 and neoplasm.