These findings collectively suggest that Dendrobium polysaccharides mitigate DN progression by inhibiting LncRNA-XIST expression, thereby downregulating TGF-β1 and its downstream profibrotic effector Smad2/3, ultimately delaying renal interstitial fibrosis in DN. This evidence concerns the gene TGFB1 and liver dysplastic nodule.