Construction and validation of a nomogram prediction model for internal fixation failure after proximal femoral anti-rotation intramedullary nailing in the treatment of intertrochanteric fractures of the femur

构建和验证用于预测股骨近端抗旋髓内钉治疗股骨粗隆间骨折后内固定失败的列线图模型

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Abstract

The aim was to study the independent risk factors of internal fixation failure in proximal femoral anti-rotation intramedullary nailing for intertrochanteric femur fracture, and to build a nomogram prediction model accordingly. Clinical data of patients with intertrochanteric femoral rotor fractures admitted to the First People's Hospital of Longquanyi District from January 2018 to January 2023 were retrospectively collected. The occurrence of spiral blade cut out, internal fixation breakage, peri-internal fixation fracture, hip internal rotation deformity, and fracture nonunion within 1 year after surgery were included in the internal fixation failure group, and the rest were included in the internal fixation success group. Univariate and multivariate logistic regression analyses were used to determine the independent risk factors for postoperative internal fixation failure, and the corresponding nomogram was established. Subject operating characteristic curves and calibration curves were plotted to assess model performance, and to further improve the reliability of the validation results, internal validation was performed using Bootstrap combined with 10-fold cross-validation rows to assess the clinical utility of the model using decision curve analysis. Ultimately, 374 patients with intertrochanteric fractures were included in the study, and 57 patients were included in the internal fixation failure group, with an internal fixation failure rate of 15.24%. After univariate and multivariate logistic regression analyses, a total of 5 factors were identified as independent risk factors for internal fixation failure after intertrochanteric femur fracture surgery: unstable fracture, comorbid underlying disease, severe osteoporosis, a cusp distance of >30 mm, and poor quality of fracture reduction. Postoperative internal fixation failure of intertrochanteric fractures of femur is affected by multiple factors, and clinically orthopedic surgeons should formulate reasonable and effective solutions for high-risk patients in order to protect the surgical effect and improve the success rate of surgery.

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