In the MAFLD-HCC model, the loss of Plin5 in WD-fed mice preserved the level of OTU diversity compared to WD-fed WT animals, indicating that Plin5 acts as a protective factor in preserving microbial diversity during fatty liver disease. This evidence concerns the gene PLIN5 and fatty liver disease.