[胃癌远端胃切除术后Roux-en-Y瘀证危险因素分析及预测模型构建]。

Q3 Medicine
P F Liu, Y Y Wu, J W Qian, T Shen, J Qiu, Z Zhang, G H Shen, J H Lang, J Z Wu
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引用次数: 0

摘要

目的:分析胃癌远端胃切除术后Roux-en-Y瘀证的危险因素并建立预测模型。方法:回顾性分析2012年1月至2023年12月苏州大学附属苏州第九人民医院行胃癌远端切除术的351例患者的临床资料,其中男性194例,女性157例,年龄(60.8±7.9)岁。根据发生RSS的情况将患者分为RSS组(n=36)和非RSS组(n=315)。采用多因素logistic回归分析确定RSS的危险因素,并建立nomogram预测模型。通过受试者工作特征曲线(AUC)下面积、校准曲线和决策曲线分析(DCA)评估模型的预测能力、准确性和临床适用性。结果:与非RSS组相比,RSS组患者的年龄、体重指数、吸烟史比例、糖尿病比例、接受新辅助化疗比例、术后活动时间延迟(bbb48 h)比例均高于非RSS组(所有PPOR=1.080, 95%CI: 1.011-1.155)、体重指数升高(OR=1.227, 95%CI: 1.033-1.457)、术后活动时间延迟(>48-72 h: OR=3.042, 95%CI: 1.058-8.747;bb0 72 h: OR=4.152, 95%CI: 1.341-12.852)是RSS的危险因素。相比之下,白蛋白水平升高(OR=0.821, 95%CI: 0.687-0.981)、肿瘤位于胃体(OR=0.237, 95%CI: 0.072-0.788)、腹腔镜手术(OR=0.293, 95%CI: 0.106-0.808)、使用线性吻合器(OR=0.224, 95%CI: 0.090-0.557)和十二指肠固定(OR=0.154, 95%CI: 0.033-0.726)是发生RSS的保护因素。基于这些参数构建了远端胃切除术后RSS的nomogram预测模型。该模型的AUC为0.883 (95%CI: 0.840 ~ 0.927),灵敏度为97.2%,特异性为70.5%。校正曲线预测值与实测值吻合良好,Hosmer-Lemeshow拟合优度检验表明模型拟合良好(P=0.425)。DCA显示了令人满意的临床净效益。结论:高龄、体重指数升高和术后延迟下床(bbb48 h)是RSS的危险因素。较高的白蛋白水平、位于胃体的肿瘤、腹腔镜手术、使用线性吻合器和十二指肠残端固定是发生RSS的保护因素。综合上述因素的预测模型的模态图显示出较好的预测能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
[Analysis of risk factors and predictive model construction for Roux-en-Y stasis syndrome after distal gastrectomy for gastric cancer].

Objective: To analyze the risk factors and construct a predictive model for Roux-en-Y stasis syndrome (RSS) after distal gastrectomy for gastric cancer. Methods: A retrospective analysis was conducted on the clinical data of 351 patients who underwent distal gastrectomy for gastric cancer at Suzhou Ninth People Hospital, Affiliated to Soochow University, from January 2012 to December 2023, including 194 males and 157 females, with the age of (60.8±7.9) years. According to the occurrence of RSS, patients were divided into the RSS group (n=36) and the non-RSS group (n=315). Multivariate logistic regression analysis was used to identify risk factors for RSS, and a nomogram prediction model was constructed. The predictive ability, accuracy, and clinical applicability of the model were evaluated using the area under the receiver operating characteristic curve (AUC), calibration curve, and decision curve analysis (DCA). Results: Patients in the RSS group had higher age, body mass index, proportion with a history of smoking, proportion with diabetes, proportion receiving neoadjuvant chemotherapy, and proportion with delayed postoperative ambulation (>48 h) compared to those in the non-RSS group (all P<0.05). In contrast, patients in the RSS group exhibited lower albumin levels, proportion of tumors located in the gastric body, proportion undergoing laparoscopic surgery, proportion of linear stapler usage, and proportion undergoing duodenal fixation compared to the non-RSS group (all P<0.05). Multivariate logistic regression analysis showed that increased age (OR=1.080, 95%CI: 1.011-1.155), elevated body mass index (OR=1.227, 95%CI: 1.033-1.457), and delayed postoperative ambulation time (>48-72 h: OR=3.042, 95%CI: 1.058-8.747;>72 h: OR=4.152, 95%CI: 1.341-12.852) were risk factors for RSS. In contrast, increased albumin levels (OR=0.821, 95%CI: 0.687-0.981), tumors located in the gastric body (OR=0.237, 95%CI: 0.072-0.788), laparoscopic surgery (OR=0.293, 95%CI: 0.106-0.808), the use of linear staplers (OR=0.224, 95%CI: 0.090-0.557), and duodenal fixation (OR=0.154, 95%CI: 0.033-0.726) were protective factors for RSS. A nomogram prediction model for RSS after distal gastrectomy was constructed based on these parameters. The model achieved an AUC of 0.883 (95%CI: 0.840-0.927), with a sensitivity of 97.2% and specificity of 70.5%. The calibration curve showed good agreement between predicted and observed values, and the Hosmer-Lemeshow goodness-of-fit test indicated good model fit (P=0.425). DCA demonstrated satisfactory clinical net benefit for the model. Conclusions: Advanced age, elevated body mass index, and delayed postoperative ambulation (>48 h) are risk factors for RSS. Higher albumin level, tumor located in the gastric body, laparoscopic surgery, use of linear stapler, and duodenal stump fixation are protective factors for RSS. The nomogram of the predictive model that incorporates the aforementioned factors demonstrates good predictive capability.

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来源期刊
Zhonghua yi xue za zhi
Zhonghua yi xue za zhi Medicine-Medicine (all)
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