临床外科杂志 ›› 2025, Vol. 33 ›› Issue (8): 870-874.doi: 10.3969/j.issn.1005-6483.20241402

• 论著 • 上一篇    下一篇

老年股骨粗隆间骨折髓内钉内固定术后3年病情转归的预测模型构建与检验

  

  1. 061012 河北沧州,河北省沧州中西医结合医院骨关节外科(刘耀华、赵玲、王赛、魏娜、张文宝),骨盆与髋关节周围创伤科(侯秀秀);河北省中西医结合骨关节病研究重点实验室(筹)(刘耀华、侯秀秀、赵玲、王赛、魏娜、张文宝)
  • 收稿日期:2024-08-23 修回日期:2024-08-23 出版日期:2025-08-20 发布日期:2025-08-20
  • 基金资助:
    2021年河北省中医药管理局科研计划课题(2021327)

Construction and testing of a 3-year prognosis model for elderly intertrochanteric femoral fracturesafter intramedullary nail fixation

  1. Department of Orthopedic and Joint Surgery,Cangzhou Hospital of Integrated Traditional and Western Medcine, Cangzhou 061012,China
  • Received:2024-08-23 Revised:2024-08-23 Online:2025-08-20 Published:2025-08-20

摘要: 目的  建立老年股骨粗隆间骨折髓内钉内固定术后3年病情转归的预测模型,并对其进行检验。方法 2019年4月~2021年4月行髓内钉内固定术老年股骨粗隆间骨折病人205例,术后随访3年,根据Harris评分分为良好组、不良组,单因素分析两组术后3年病情转归的影响因素,经LASSO回归及交叉验证法筛选变量后,采用多因素Logistic回归分析术后3年病情转归的独立影响因素,构建列线图预测模型,并对该模型进行评价与验证。结果 205例行髓内钉内固定术老年股骨粗隆间骨折病人,随访3年,获访201例,其中,Harris评分≥70分病人148例(良好组),<70分病人53例(不良组);单因素分析结果显示,不良组年龄及脑卒中、骨质疏松症、骨折Evans-Jensen分型Ⅲ和Ⅳ型、术中复位非良好、尖顶距≥30mm病人占比高于良好组,外侧壁厚度低于良好组,差异有统计学意义(P<0.05);LASSO回归分析及交叉验证法筛选变量,多因素logistic回归分析显示,脑卒中(OR=2.127,95%CI:1.478~3.061)、骨折Evans-Jensen分型Ⅲ型(OR=1.149,95%CI:1.105~1.195)和Ⅳ型(OR=1.187,95%CI:1.143~1.233)、术中复位非良好(OR=3.290,95%CI:2.319~4.668)、尖顶距≥30mm(OR=1.413,95%CI:1.066~1.874)是术后3年病情转归的独立相关危险因素,外侧壁厚度(OR=0.600,95%CI:0.428~0.841)是其独立相关保护因素(P<0.05);基于多因素分析结果绘制列线图预测模型,结果显示,该模型对术后3年病情转归具有一定预测价值,评价及验证结果显示,阈概率0~96%时,该模型具有良好临床适用性及临床正向净收益。结论 脑卒中、骨折Evans-Jensen分型Ⅲ和Ⅳ型、术中复位非良好、尖顶距≥30mm、外侧壁厚度是老年股骨粗隆间骨折髓内钉内固定术后3年病情转归的独立相关影响因素,构建列线图模型对术后远期病情转归具有良好预测价值及临床正向净收益,可作为临床预测术后远期病情转归的有效模型。

关键词: 老年, 股骨粗隆间骨折, 髓内钉内固定术, 术后病情转归, 影响因素, 列线图模型, 预测

Abstract: Objective To establish and test a 3-year prognosis model for elderly intertrochanteric fractures after intramedullary nail fixation.Methods A total of 205 elderly patients with intertrochoteric fracture of femur who underwent intramedullary nail fixation in our hospital from April 2019 to April 2021 were selected for observation study,followed up for 3 years after surgery,according to the Harris score, they were divided into the good group and the poor group.Univariate analysis was conducted to investigate the influencing factors of disease prognosis in the two groups 3 years after surgery.After the variables were screened by LASSO regression and cross-validation method,the independent influencing factors of the 3-year postoperative prognosis were analyzed by multi-factor Logistic-regression,and the prediction model of the nomogram was built,and the model was evaluated and validated.Results Among 205 elderly patients with intertrochanteric fractures of the femur who underwent intramedullary nailing fixation,201 were followed up for 3 years.Among them,148 patients had a Harris score of ≥70 points,while 53 patients had a score of <70 points.Univariate analysis results showed that the poor group had a higher proportion of patients with age,stroke,osteoporosis,Evans-Jensen type Ⅲ and Ⅳ fractures,poor intraoperative reduction,and a tip-apex distance of ≥30 mm compared to the good group,and had a lower lateral wall thickness than the good group,the difference was statistically significant (P < 0.05).LASSO regression analysis and cross-validation were used to screen variables.Multivariate Logistic regression analysis showed that stroke (OR=2.127,95%CI:1.478-3.061) and fracture Evans-Jensen classification Ⅲ (OR=1.149,95%CI:1.105-1.195) and type Ⅳ (OR=1.187,95%CI:1.143-1.233),intraoperative reduction was not good (OR=3.290,95%CI:2.319-4.668),apex distance ≥30mm (OR=1.413,95%CI:1.066-1.874) was an independent associated risk factor for disease outcome 3 years after surgery,the external wall thickness (OR=0.600,95%CI:0.4280.841) was an independent correlated risk factor for 3-year prognosis (P < 0.05).Based on the results of multiple factors,a nomogram prediction model was drawn,and the results showed that the model had certain predictive value for the disease outcome three years after surgery.The evaluation and verification results showed that when the threshold probability was 0-96%,the model had good clinical applicability and positive clinical net benefit.Conclusion Stroke,fracture Evans-Jensen classification Ⅲ and Ⅳ,poor intraoperative reduction,apical distance ≥30 mm,and lateral wall thickness are independent and relevant factors for 3-year prognosis of senile intertrochanteric fractures after intramedullary nail fixation.The establishment of a nematographic model has good predictive value for postoperative long-term prognosis and positive clinical net benefit.It can be used as an effective model to predict the long-term prognosis of postoperative disease.

Key words: old age, intertrochanteric fracture of femur, intramedullary nail fixation, postoperative prognosis, influencing factors, nomogram model, forecast

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