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国家外科手术质量改进计划模型预测结肠切除术患者术后发病率的准确性。

Accuracy of national surgery quality improvement program models in predicting postoperative morbidity in patients undergoing colectomy.

作者信息

Neale Jeffrey A, Reickert Craig, Swartz Andrew, Reddy Subhash, Abbas Maher A, Rubinfeld Ilan

机构信息

Colorectal Surgeon in the Department of Surgery in the Division of Colon and Rectal Surgery at the Lee Memorial Health System in Fort Meyer, FL.

Colorectal Surgeon in the Division of Colon and Rectal Surgery at the Henry Ford Hospital in Detroit, MI.

出版信息

Perm J. 2014 Winter;18(1):14-8. doi: 10.7812/TPP/12-133.

Abstract

BACKGROUND

The National Surgery Quality Improvement Program (NSQIP) is the standard for assessment of acuity-adjusted outcomes in surgery. The validity of NSQIP has not been well established in colorectal surgery. Technical and process variables, which NSQIP may not consider, affect morbidity rate.

OBJECTIVE

A retrospective observational study was undertaken to determine the accuracy of NSQIP models in predicting morbidity for patients undergoing laparoscopic or open colectomy.

METHODS

NSQIP participant use files for 2005 to 2008 were obtained. Data were selected using Current Procedural Terminology coding for open or laparoscopic colectomy. NSQIP-generated predicted morbidities were used to create area under the receiver operator curves (AUROCs).

RESULTS

AUROCs demonstrated an accurate predictive model if the value was above 0.8 and indicated a marginal predictor mode if below 0.7. The AUROC for the general NSQIP model was 0.817 (confidence interval [CI] = 0.815-0.819, p < 0.001). AUROC for the combined laparoscopic and open colectomy group was 0.703 (CI = 0.698-0.709, p value < 0.001). AUROCs for the individual laparoscopic and open colectomy groups were 0.627 (CI = 0.615-0.640, p < 0.001) and 0.701 (CI = 0.695-0.707, p < 0.001).

CONCLUSION

This study demonstrates that although NSQIP-generated morbidities used to create AUROCs are accurate for patients in an overall surgical model, predictive models for morbidity are marginal for laparoscopic and open abdominal colectomies. NSQIP risk models tend to emphasize comorbidities rather than intraoperative details or technical aspects of colonic resections.

摘要

背景

国家外科质量改进计划(NSQIP)是评估手术中根据病情严重程度调整后的结果的标准。NSQIP在结直肠手术中的有效性尚未得到充分证实。NSQIP可能未考虑的技术和过程变量会影响发病率。

目的

进行一项回顾性观察研究,以确定NSQIP模型预测接受腹腔镜或开放结肠切除术患者发病率的准确性。

方法

获取2005年至2008年NSQIP参与者使用文件。使用当前手术操作术语编码选择开放或腹腔镜结肠切除术的数据。NSQIP生成的预测发病率用于创建受试者操作特征曲线下面积(AUROC)。

结果

如果AUROC值高于0.8,则表明是准确的预测模型;如果低于0.7,则表明是边缘预测模型。一般NSQIP模型的AUROC为0.817(置信区间[CI]=0.815-0.819,p<0.001)。腹腔镜和开放结肠切除术联合组的AUROC为0.703(CI=0.698-0.709,p值<0.001)。腹腔镜和开放结肠切除术单独组的AUROC分别为0.627(CI=0.615-0.640,p<0.001)和0.701(CI=0.695-0.707,p<0.001)。

结论

本研究表明,虽然用于创建AUROC的NSQIP生成的发病率在整体手术模型中对患者是准确的,但腹腔镜和开放腹部结肠切除术的发病率预测模型是边缘性的。NSQIP风险模型倾向于强调合并症,而不是结肠切除术的术中细节或技术方面。

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