Purpose: To evaluate the efficacy and safety of a novel zero-intrarenal pressure (IRP) percutaneous nephrolithotomy (PCNL) technique for one-stage treatment of non-acute infectious calculous pyonephrosis. Patients and Methods: This retrospective study analyzed 12 patients (4 males, 8 females; mean age 56.4 years) who underwent zero-IRP PCNL. The technique utilized a double-sheath vacuum suction system, with the outer sheath allowing for gravity irrigation and the inner sheath facilitating continuous suction. Keeping the height of gravity perfusion at the level of the kidney inherently prevented high IRP and achieved zero-IRP PCNL, even when stone fragments obstructed the suction channel. Results: The procedure demonstrated a high initial stone-free rate of 75%, improving to 91.7% after 1 month. The average operative time was 50.7 minutes. The mean hemoglobin drop was 6.1 g/L, managed without transfusions. Complications were minimal, with low-grade fever in two patients. No significant intraoperative or postoperative complications, such as sepsis, were noted. Conclusions: The zero-IRP PCNL technique, characterized by its double-sheath vacuum suction system and zero-pressure gravity perfusion, shows promise in safely and effectively managing non-acute infectious calculous pyonephrosis. Preliminary results are encouraging, but further research with larger sample sizes is essential for broader clinical validation.