Development and validation of a nomogram for predicting treatment failure in culture-negative peritoneal dialysis–associated peritonitis

This externally validated five-variable nomogram, deployed as a freely accessible online tool, offers a robust, practical tool for predicting treatment failure in CNPDP. Its integration of dynamic dialysate markers with routine laboratory data enables personalized early intervention and supports timely clinical decision-making.