We also observed associations between organ aging and multiple blood biomarkers, including elevated levels of blood urea nitrogen (indicating kidney dysfunction), albumin (an indicator of liver or kidney disease), alanine aminotransferase to aspartate aminotransferase ratio (a marker of liver damage), creatinine (indicating kidney injury) and C-reactive protein (a marker of inflammation). Here, ALB is linked to kidney disorder.