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Construction and validation: A nomogram model to predict recurrence after percutaneous endoscopic discectomy.
Yong Zhou1, Ren-Lin Huang, Yi Liu
1Ziyang People's Hospital, Ziyang, China.
Older age, higher BMI, herniation type, degeneration grade, and intense postoperative activity are key risk factors for lumbar disc herniation recurrence after percutaneous endoscopic discectomy. A nomogram aids in predicting recurrence risk for personalized patient management.
Area of Science:
- Neurosurgery
- Orthopedic Surgery
- Medical Technology
Background:
- Lumbar disc herniation (LDH) is a common condition requiring surgical intervention.
- Percutaneous endoscopic discectomy (PED) is a minimally invasive treatment for LDH.
- Postoperative recurrence remains a concern, necessitating identification of predictive factors.
Purpose of the Study:
- To identify independent risk factors for postoperative recurrence in patients undergoing PED for LDH.
- To construct and validate a nomogram prediction model for personalized recurrence risk assessment.
- To improve clinical decision-making and patient outcomes following PED.
Main Methods:
- Retrospective analysis of 286 patients with LDH treated with PED.
- Univariate and multivariate logistic regression analyses to identify risk factors.
- Development and validation of a nomogram using ROC, calibration, and decision curve analyses.
Main Results:
- The overall recurrence rate after PED was 10.14% (29/286 patients).
- Five independent risk factors for recurrence were identified: age > 60 years, BMI > 24 kg/m², herniation type, degeneration grade III-IV, and postoperative high-intensity activity.
- The constructed nomogram demonstrated good predictive accuracy and clinical utility.
Conclusions:
- Age, BMI, herniation type, degeneration grade, and postoperative activity level are significant predictors of recurrence after PED for LDH.
- The developed nomogram provides a valuable tool for orthopedic surgeons to stratify recurrence risk.
- This tool facilitates early intervention and individualized management strategies to optimize patient prognosis after PED.
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