Utility of the National Emergency Laparotomy Audit prognostic model in predicting outcomes in an Australian health system

被引:1
|
作者
Tran, Elizabeth T. [1 ]
Ho, Kwok M. [2 ,3 ,4 ]
机构
[1] Sir Charles Gairdner Hosp, Dept Intens Care Med, Perth, WA, Australia
[2] Royal Perth Hosp, Dept Intens Care Med, Perth, WA, Australia
[3] Univ Western Australia, Med Sch, Perth, WA, Australia
[4] Murdoch Univ, Sch Vet & Life Sci, Perth, WA, Australia
关键词
ANZELA-QI; emergency laparotomy; NELA; mortality; perioperative care; NELA;
D O I
10.1177/0310057X221105291
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
The Royal College of Anaesthetists was commissioned by the United Kingdom Health Quality Partnership to conduct the National Emergency Laparotomy Audit of England and Wales (NELA), to compare outcomes of patients undergoing emergency laparotomy in order to promote quality improvement. Prior to 2016 there were minimal data for emergency laparotomy patients in Australia. The aim of this cohort study was to assess the utility and applicability of the NELA model in a tertiary centre in Western Australia. NELA-related data of patients who underwent emergency laparotomy, between June 2018 and May 2020, were merged with other administrative databases and clinical records. The discriminative ability and calibration of the model were assessed by the area under the receiver operating characteristic (AUROC) curve and calibration plot, respectively. Cox proportional hazards regression was used to assess whether the NELA-predicted risks were an independent predictor of hospital mortality. Of the 502 patients included, 168 (33.5%) patients had a NELA-predicted risk >10%, and of these, 93 (55.4%) were admitted to a critical care unit in a planned fashion immediately after surgery. The NELA model had a good ability to discriminate between survivors and non-survivors (AUROC 0.892, 95% confidence intervals 0.854 to 0.93, P <0.001). However, the model was not perfectly calibrated, with the predicted risks tending to overestimate the observed risks of mortality, especially when the predicted risks were >50%. A high NELA-predicted risk remained significantly associated with mortality after adjusting for other covariates, including sepsis and plasma lactate concentration, suggesting that it is a reliable screening tool for identifying high-risk patients requiring emergency laparotomy.
引用
收藏
页码:51 / 58
页数:8
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