Key biomarkers, including matrix metalloproteinase 9 (MMP-9) and intercellular adhesion molecule (ICAM-1), are involved in driving kidney damage through inflammatory processes and fibrosis [3,4,5]. Here, MMP9 is linked to Nephropathy.