Taken together, these results suggested that M2 macrophage polarization was involved in the process of peritoneal fibrosis, and inhibition of HDAC6 by TA could not only prevent the macrophage infiltration but also M2 polarization, resulting in amelioration of peritoneal fibrosis. This evidence concerns the gene HDAC6 and Peritoneal Fibrosis.