These findings suggested that renal dysfunction, as indicated by declining eGFR, was strongly linked to increases in KIM-1 and NGAL levels, while LVEF did not show a significant association with renal biomarkers in HF patients, as presented in Table 5. Here, LCN2 is linked to Abnormal renal physiology.