TNF and bacterial urinary tract infection: In patients with chronic kidney disease, elevated serum TNF-α levels demonstrate a significant association with increased hospitalization risk due to UTI, suggesting that TNF-α may exacerbate infection susceptibility through impaired immune regulation (33).