ACS-NSQIP – Surgical risk calculator accurately predicts outcomes of laparotomy in a prospective study at a tertiary hospital in Tanzania

Kagaruki Tryphone Buchwald, Kivuyo Nashivai Elias, Mushi Fransia Arda, Muhamba Frank Domician, Akoko Larry Onyango
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引用次数: 1

Abstract

Introduction: The American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) surgical risk calculator is excellent in predicting postoperative complications. Validation in resource-limited settings and applicability in gastrointestinal surgery is still unclear. Objective: The study aimed to determine the accuracy of the ACS-NSQIP surgical risk calculator in predicting the 30days postoperative adverse outcomes among patients who underwent laparotomy. Methods: A Single hospital-based, prospective cohort study was done at Muhimbili National Hospital in Tanzania from April 2021 to December 2021 recruiting patients aged 18 and above who underwent primary laparotomy. SR calculator variables were obtained from patients and entered manually to categorize patients into low and high-risk. Patients were followed up for thirty days for the outcome. The predicted risk was compared with actual occurrence to obtain personal risk ratios. The c-statistics of > 0.7, Brier of score < 0.25 and Index of Prediction Accuracy score were used for discrimination, accuracy, and usefulness of the model respectively. Results: ACS -NSQIP SR-Calculator discriminated well the risks of cardiac complications, re-laparotomy, Anastomotic leak, and death (c-statistic > 0.7) Poor discrimination was observed for the length of hospital stay (c-statistics 0.518). However, SR-calculator shows high calibration potential for all complications with a Brier score < 0.25 (0.002 - 0.144) and an IPA score ranging from 0.225 - 0.969. Conclusion: The ACS -NSQIP SR-calculator accurately predicted postoperative outcomes for patients requiring laparotomy. SR-Calculator is a reliable tool for preoperative shared decision-making and counseling. The model should be adopted to strengthen the healthcare system in a low-income country. What is already known about this subject?  The ACS NSQIP surgical risk calculator is accurate in predicting the outcome of the Surgical procedure.  ACS NSQIP surgical risk calculator was validated in the USA  The SRC is associated with surgical care improvement whenever applied. What are the new findings?  The SRC accurately predicted the 30-day outcomes associated with primary laparotomy except for the length of hospital stay, discharge for other services, and veno-thromboembolic events.  The risk ratio (RR) provides a preliminary estimation of specific complications for a single patient.  Index of prediction Accuracy (IPA) reliably summarizes the discrimination and calibration of the ACS-NSQIP-SR-Calculator.  The SRC can be validated in a resource-limited setting and can be a source of surgical care improvement. How might these results affect future research or surgical practice?  The results of this study will provide a comparison between our institution and other international situations where a calculator had been tested and surgical service improvement locally. Our findings will provide insights into our loco-regional surgical institutions in the low-income country to conduct cross-specialties and institutional research toward the adoption of ACS-NSQIP-SRC into National surgical improvement programs. Informative to the surgical community on the performance of the SR-calculator outside the USA.
ACS-NSQIP -手术风险计算器在坦桑尼亚三级医院的前瞻性研究中准确预测剖腹手术的结果
简介:美国外科医师学会国家手术质量改进计划(ACS NSQIP)手术风险计算器在预测术后并发症方面非常出色。在资源有限的环境下的有效性和在胃肠道手术中的适用性仍不清楚。目的:本研究旨在确定ACS-NSQIP手术风险计算器预测剖腹手术患者术后30天不良结局的准确性。方法:于2021年4月至2021年12月在坦桑尼亚Muhimbili国立医院进行了一项基于单一医院的前瞻性队列研究,招募了18岁及以上接受首次剖腹手术的患者。从患者中获取SR计算器变量并手动输入,将患者分为低危两类。随访30天观察结果。将预测风险与实际发生风险进行比较,得出个人风险比。模型的判别、准确性和有用性分别采用> 0.7、Brier评分< 0.25和Index of Prediction Accuracy评分的c统计量。结果:ACS -NSQIP SR-Calculator对心脏并发症、再次剖腹手术、吻合口漏、死亡风险的判别较好(c-statistic > .7),对住院时间的判别较差(c-statistics 0.518)。然而,SR-calculator对Brier评分< 0.25(0.002 - 0.144)和IPA评分范围为0.225 - 0.969的所有并发症显示出很高的校准潜力。结论:ACS -NSQIP sr -计算器能准确预测开腹手术患者的术后预后。SR-Calculator是术前共同决策和咨询的可靠工具。应该采用这种模式来加强低收入国家的医疗保健系统。关于这个主题我们已经知道了什么?•ACS NSQIP手术风险计算器准确预测手术结果。•ACS NSQIP手术风险计算器在美国得到验证•无论何时应用SRC都与手术护理改善相关。有什么新发现?●除了住院时间、其他服务的出院时间和静脉血栓栓塞事件外,SRC准确预测了与首次剖腹手术相关的30天预后。风险比(RR)提供单个患者特定并发症的初步估计。预测精度指数(IPA)可靠地总结了ACS-NSQIP-SR-Calculator的判别和校准。•SRC可以在资源有限的环境中进行验证,并且可以作为改善手术护理的来源。这些结果如何影响未来的研究或外科实践?•本研究的结果将提供我们机构与其他国际情况之间的比较,这些情况已经测试了计算器并改善了当地的外科服务。我们的研究结果将为低收入国家的地方-区域外科机构开展跨专业和机构研究,将ACS-NSQIP-SRC纳入国家外科改进计划提供见解。向美国以外的外科社区提供关于sr计算器性能的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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