Patients presenting with low circulating Tph cell levels, high stone density, prolonged operation time, absence of hydronephrosis, and positive urine bacteria are at an elevated risk of developing post-PCNL SIRS. This evidence concerns the gene TPH1 and systemic inflammatory response syndrome.