Xiaobin Chen, Jiaqi Yuan, Zhaojun Xu, Mingquan Pan, Ying Zhou, Lizhao Hou, Li Ren, Haijiu Wang, Zhixin Wang, Haining Fan, Lin Chen
Department of Hepatopancreatobiliary Surgery, Affiliated Hospital of Qinghai University, Qinghai, China.
Qinghai Research Key Laboratory for Echinococcosis, Qinghai, China.
Front Surg. 2023 Jan 6;9:1019963. doi: 10.3389/fsurg.2022.1019963. eCollection 2022.
To explore the evaluation value of systemic immune inflammation index (SII) in the prognosis of patients with alveolar hydatid disease, and establish a nomogram prediction model.
Collect the clinical data of 351 patients undergoing hepatic alveolar hydatid surgery admitted to the Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Qinghai University from January 2015 to December 2020, calculate the SII value, and use the receiver operating characteristic curve (ROC curve) to determine According to the optimal clinical cut-off value of SII, patients were divided into two groups with high SII and low SII, and the relationship between SII and clinicopathological factors and prognosis of patients with alveolar echinococcosis was analyzed. Establish a nomogram prediction model based on independent risk factors for patient prognosis, and evaluate the prediction accuracy and discrimination ability of the nomogram through the consistency index (C-index) and calibration curve. The result is through the use of bootstrapping validation with 1,000 re-sampling Method for internal verification.
The ROC curve was used to determine the optimal cut-off value of SII before operation 761.192, and patients were divided into low SII group ( = 184) cases and high SII group ( = 167) cases. The 1, 3, and 5-year survival rates of patients with hepatic alveolar hydatid in the low SII group and the high SII group were 98.90%, 96.90%, 86.50% and 98.20%, 72.50%, 40.30%, respectively. The survival rate of worm disease patients was significantly better than that of the high SII group, and the overall survival rate difference between the two groups was statistically significant ( < 0.001). Multivariate Cox regression model analysis results showed that intraoperative blood loss (HR = 1.810, 95%CI: 1.227-2.668, = 0.003), SII (HR = 5.011, 95%CI: 3.052-8.228, < 0.001), Complications (HR = 1.720, 95%CI: 1.162-2.545, = 0.007) are independent risk factors for the prognosis of patients with alveolar hydatid disease. Draw a nomogram and include statistically significant factors in the multivariate Cox regression model to predict the overall survival rate of patients with alveolar hydatid disease at 1, 3, and 5 years. The survival probability calibration curve is displayed. The nomogram is compared with The actual results have a high degree of agreement. The concordance index (C-index) of the nomogram model in the modeling sample is 0.777, and the C-index in the verification sample is 0.797, indicating that the nomogram model of this study has good accuracy and discrimination.
SII has a clear correlation to the prognosis of patients with alveolar echinococcosis. The nomogram prediction model constructed on this basis is beneficial to the clinically individualized analysis of the patient's prognosis.
探讨全身免疫炎症指数(SII)对肺泡型包虫病患者预后的评估价值,并建立列线图预测模型。
收集2015年1月至2020年12月青海大学附属医院肝胆胰外科收治的351例行肝肺泡型包虫手术患者的临床资料,计算SII值,采用受试者工作特征曲线(ROC曲线)确定SII的最佳临床截断值,将患者分为SII高、低两组,分析SII与肺泡型包虫病患者临床病理因素及预后的关系。基于患者预后的独立危险因素建立列线图预测模型,并通过一致性指数(C指数)和校准曲线评估列线图的预测准确性和区分能力。结果通过使用1000次重采样的自举验证方法进行内部验证。
采用ROC曲线确定术前SII的最佳截断值为761.192,将患者分为SII低组(n = 184)和SII高组(n = 167)。SII低组和高组肝肺泡型包虫病患者的1、3、5年生存率分别为98.90%、96.90%、86.50%和98.20%、72.50%、40.30%。SII低组患者的生存率明显优于SII高组,两组总体生存率差异有统计学意义(P < 0.001)。多因素Cox回归模型分析结果显示,术中出血量(HR = 1.810,95%CI:1.227 - 2.668,P = 0.003)、SII(HR = 5.011,95%CI:3.052 - 8.228,P < 0.001)、并发症(HR = 1.720,95%CI:1.162 - 2.545,P = 0.007)是肺泡型包虫病患者预后的独立危险因素。绘制列线图并纳入多因素Cox回归模型中有统计学意义的因素,以预测肺泡型包虫病患者1、3、5年的总体生存率。显示生存概率校准曲线。列线图与实际结果具有高度一致性。列线图模型在建模样本中的一致性指数(C指数)为0.777,在验证样本中的C指数为0.797,表明本研究的列线图模型具有良好准确性和区分能力。
SII与肺泡型包虫病患者的预后有明确相关性。在此基础上构建的列线图预测模型有利于临床对患者预后进行个体化分析。