Notably, this correlation was more pronounced and statistically significant in patients with acute renal failure, pneumonia, sepsis, those requiring mechanical ventilation, as well as individuals with high white blood cell counts, high serum sodium levels, high blood glucose values, high serum creatinine levels, low serum calcium, or prolonged prothrombin time. This evidence concerns the gene F2 and acute kidney injury.