The observation in this study of a strong negative correlation between the level of serum TNF-α and USG may also result from an increase in the severity of renal failure, or alternatively, a change from pre-renal azotaemia (higher USG) into renal azotaemia (lower USG) with a concurrent increase of the serum TNF-α concentration. This evidence concerns the gene TNF and acute kidney injury.