And we demonstrated retinol may prompt HFpEF progression in CKD through Stra6-JAK2-STAT5 signals and restraining phosphorylation of STAT5 may attenuated HFpEF development in CKD by using STAT5 phosphorylation inhibitor AC-4-130. This evidence concerns the gene JAK2 and chronic kidney disease.