The results showed that gallic acid exhibits a significantly strong interaction with genes such as CASPs, ILs, AGTR1, ACE2, SOD1, etc., while caffeic acid and ferulic acid showed comparatively low interaction with the genes involved in the pathophysiology of the kidney disease. Here, SOD1 is linked to kidney disorder.