Published online Jul 7, 2025. doi: 10.3748/wjg.v31.i25.108943
Revised: May 16, 2025
Accepted: June 13, 2025
Published online: July 7, 2025
Processing time: 69 Days and 18.6 Hours
A recent single-center retrospective study proposed novel combinations of hematological parameters and scoring systems for predicting severe acute pancreatitis. While these combinations showed promising predictive performance, several limitations warrant consideration, including the lack of calibration, the absence of key inflammatory markers such as procalcitonin, and practical challenges in integrating these models into routine clinical workflows. To improve predictive accuracy and clinical applicability, prospective validation and the inclusion of additional variables are recommended.
Core Tip: A novel combination of hematological parameters and scoring systems demonstrated excellent predictive performance for severe acute pancreatitis. Despite its promise, limitations—including the absence of key inflammatory markers (e.g., procalcitonin) and the need for calibration analysis, as well as practical implementation chal
