Gu Jinliang, Dai Liqiang, Hu Wei, Xie Chengjin, Ren Xueyin, Huang Jinxing
Department of Neurosurgery, Meizhou People's Hospital, Meizhou City, Guangdong Province, 514031, People's Republic of China.
Risk Manag Healthc Policy. 2025 Apr 4;18:1159-1169. doi: 10.2147/RMHP.S502982. eCollection 2025.
To investigate the influencing factors affecting prognosis in patients undergoing drilling drainage surgery for hypertensive intracerebral hemorrhage (HICH) and to construct a nomogram predictive model.
Clinical data of 247 patients with HICH admitted to our hospital between October 2020 and February 2024 were retrospectively analyzed. Patients were divided into a modeling cohort (173 cases) and a validation cohort (74 cases). The modeling group was separated into a good prognosis group and a poor prognosis group based on postoperative prognosis.
Among the 173 patients in the modeling cohort, 19 patients (10.98%) experienced poor prognosis. Multivariate logistic regression analysis showed that age, preoperative GCS score, diabetes history, systolic blood pressure, diastolic blood pressure, pulmonary infection and postoperative hematoma volume were the risk factors for the prognosis of drilling drainage surgery for patients with HICH (P<0.05). The AUC of the modeling group and validation group was 0.962 and 0.946, and the H-L test showed =7.105 and 7.246, with P<0.05 for both, indicating favorable consistency of the model. Decision curve analysis (DCA) showed high clinical utility of the nomogram model within the probability threshold range of 0.05 to 0.93.
Age, preoperative GCS score, history of diabetes, systolic blood pressure, diastolic blood pressure, pulmonary infection and postoperative hematoma volume are key prognostic factors affecting outcomes after drilling drainage surgery in HICH patients. The established nomogram model based on these variables accurately predicts the risk of poor postoperative prognosis and can serve as an effective clinical reference tool.
探讨高血压性脑出血(HICH)钻孔引流手术患者预后的影响因素,并构建列线图预测模型。
回顾性分析2020年10月至2024年2月我院收治的247例HICH患者的临床资料。将患者分为建模队列(173例)和验证队列(74例)。根据术后预后将建模组分为预后良好组和预后不良组。
建模队列的173例患者中,19例(10.98%)预后不良。多因素logistic回归分析显示,年龄、术前GCS评分、糖尿病史、收缩压、舒张压、肺部感染及术后血肿体积是HICH患者钻孔引流手术预后的危险因素(P<0.05)。建模组和验证组的AUC分别为0.962和0.946,H-L检验显示χ²=7.105和7.246,P均<0.05,表明模型一致性良好。决策曲线分析(DCA)显示列线图模型在概率阈值0.05至0.93范围内具有较高的临床实用性。
年龄、术前GCS评分、糖尿病史、收缩压、舒张压、肺部感染及术后血肿体积是影响HICH患者钻孔引流手术后预后的关键因素。基于这些变量建立的列线图模型可准确预测术后预后不良的风险,可作为有效的临床参考工具。