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一种简单的风险评分模型,可预测非择期胆囊切除术后发生 Clavien-Dindo 分级 IV 和 V 级并发症的风险。

A Simple Risk Score to Predict Clavien-Dindo Grade IV and V Complications After Non-elective Cholecystectomy.

机构信息

Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA.

University of Miami Miller School of Medicine, Miami, FL, USA.

出版信息

J Gastrointest Surg. 2021 Jan;25(1):201-210. doi: 10.1007/s11605-020-04514-9. Epub 2020 Feb 6.

Abstract

BACKGROUND

Non-elective cholecystectomies can lead to severe postoperative complications and mortality. Existing risk prediction tools do not meet the need to reliably predict these complications.

METHODS

Using the 2011-2016 American College of Surgeons National Surgical Quality Improvement Program datasets, we identified patients undergoing non-elective cholecystectomy with primary ICD 9/10 codes indicating the following diagnoses: symptomatic cholelithiasis, acute cholecystitis, choledocholithiasis, gallstone pancreatitis, and cholangitis. We randomly allocated patients to derivation and validation cohorts (80/20 split). Severe complications (Clavien-Dindo grades IV and V) included unplanned intubation, prolonged mechanical ventilation, pulmonary embolism, acute renal failure requiring dialysis, stroke, myocardial infarction, cardiac arrest, septic shock, and mortality. Logistic regression using backward selection identified predictors of severe complications and a risk score was generated based on this model.

RESULTS

Of 68,953 patients in the derivation cohort, 1.7% (N = 1157) suffered severe complications. The final multivariable risk score model included the following predictors: age (0-12 points), preoperative sepsis (5 points), planned open procedure (5 points), estimated glomerular filtration rate (0-13 points), and preoperative albumin level (0-8 points). The associated risk-score model yielded scores from 0 to 43 with 0.1-59.4% predicted probability of severe complications and had a C-statistic of 0.845 (95% CI 0.834, 0.857) in the derivation cohort and 0.870 (95% CI 0.851, 0.889) in the validation cohort.

CONCLUSION

A simple risk-score model predicts severe complications in patients undergoing unplanned cholecystectomy for common indications encountered in an acute care surgery service and identifies high-risk patients.

摘要

背景

非择期胆囊切除术可导致严重的术后并发症和死亡率。现有的风险预测工具无法满足可靠预测这些并发症的需求。

方法

我们使用 2011-2016 年美国外科医师学会国家手术质量改进计划数据集,确定了接受非择期胆囊切除术的患者,其主要 ICD-9/10 代码表明存在以下诊断:有症状的胆石症、急性胆囊炎、胆总管结石、胆石性胰腺炎和胆管炎。我们将患者随机分配到推导和验证队列(80/20 分割)。严重并发症(Clavien-Dindo 分级 IV 和 V)包括计划外插管、延长机械通气、肺栓塞、需要透析的急性肾衰竭、中风、心肌梗死、心脏骤停、感染性休克和死亡。使用向后选择的逻辑回归确定了严重并发症的预测因素,并根据该模型生成了风险评分。

结果

在推导队列的 68953 例患者中,1.7%(N=1157)发生严重并发症。最终的多变量风险评分模型包括以下预测因素:年龄(0-12 分)、术前脓毒症(5 分)、计划开放手术(5 分)、估算肾小球滤过率(0-13 分)和术前白蛋白水平(0-8 分)。相关风险评分模型的评分范围为 0 至 43,严重并发症的预测概率为 0.1%至 59.4%,在推导队列中的 C 统计量为 0.845(95%CI 0.834,0.857),在验证队列中的 C 统计量为 0.870(95%CI 0.851,0.889)。

结论

一个简单的风险评分模型预测了急性护理外科服务中常见适应证的非择期胆囊切除术后严重并发症,并确定了高危患者。

相似文献

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Cholelithiasis and cholecystitis.胆结石和胆囊炎。
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本文引用的文献

1
Outcome after cholecystectomy in the elderly.老年人胆囊切除术后的结果。
Am J Surg. 2019 Aug;218(2):368-373. doi: 10.1016/j.amjsurg.2018.12.018. Epub 2018 Dec 15.
6
Tokyo Guidelines 2018: flowchart for the management of acute cholecystitis.东京指南 2018:急性胆囊炎管理流程图。
J Hepatobiliary Pancreat Sci. 2018 Jan;25(1):55-72. doi: 10.1002/jhbp.516. Epub 2017 Dec 20.
9
Risk Factors for Surgical Site Infection After Cholecystectomy.胆囊切除术后手术部位感染的危险因素
Open Forum Infect Dis. 2017 Feb 22;4(2):ofx036. doi: 10.1093/ofid/ofx036. eCollection 2017 Spring.

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