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使用日本全国性的胃癌患者远端胃切除术网络数据库,对可能致命的合并症的术前危险因素进行建模。

Modeling preoperative risk factors for potentially lethal morbidities using a nationwide Japanese web-based database of patients undergoing distal gastrectomy for gastric cancer.

机构信息

The Japanese Society of Gastroenterological Surgery, Working Group Database Committee, Tokyo, Japan.

Department of Surgery, Gastroenterological Center, Yokohama City University, 4-57 Urafune-cho, Minami-ku, Yokohama, 232-0024, Japan.

出版信息

Gastric Cancer. 2017 May;20(3):496-507. doi: 10.1007/s10120-016-0634-0. Epub 2016 Aug 23.

Abstract

BACKGROUND

Most risk models for mortality and morbidity after distal gastrectomy have been created based on relatively small retrospective studies, and a model originating from nationwide database has been lacking. This study aimed to identify preoperative risk factors that predict the postoperative morbidities closely associated with mortality in gastric cancer patients undergoing distal gastrectomy, using data from the National Clinical Database (NCD), a nationwide web-based database in Japan.

METHODS

We analyzed records from the NCD for 65,906 patients who underwent distal gastrectomy in 1,986 hospitals during 2011 and 2012. Using 80 % of these patients, we identified independent preoperative predictors for morbidities closely related with mortality. These risk factors were then validated using the remaining 20 % of patients from 2011 to 2012 and the further 35,575 records from 2013.

RESULTS

Operative mortality was 1.07 % and overall morbidity was 14.2 % for the development data set. We selected eight morbidities that were closely associated with postoperative mortality, and then identified between 13 and 25 independent preoperative risk factors for each of the eight morbidities. Of these, old age, female gender, and poor ADL were the factors most frequently associated with the morbidities. The C-indices for each morbidity from the 2011 to 2012 validation data set were favorable as follows: unplanned intubation (0.797), pneumonia (0.784), systemic sepsis (0.748), renal failure (0.832), cardiac events (0.728), large blood transfusions (0.700), central nervous system (CNS) events (0.779), and anastomotic leakage (0.658). Similar C-indices were obtained for each mortality using the 2013 validation data set.

CONCLUSIONS

In this study, we successfully constructed an acceptable risk model using preoperative risk factors to predict eight postoperative morbidities highly associated with mortality in gastric cancer patients. This risk model could help to tailor perioperative management and improve clinical outcomes for patients who undergo distal gastrectomy.

摘要

背景

大多数关于远端胃切除术后死亡率和发病率的风险模型都是基于相对较小的回顾性研究创建的,并且缺乏源自全国性数据库的模型。本研究旨在使用日本全国性网络数据库 NCD 的数据,确定与胃癌患者远端胃切除术后死亡率密切相关的术后并发症的术前危险因素。

方法

我们分析了 2011 年至 2012 年期间 1986 家医院接受远端胃切除术的 65906 例患者的 NCD 记录。使用这些患者的 80%,我们确定了与死亡率密切相关的并发症的独立术前预测因素。然后,我们使用 2011 年至 2012 年期间的剩余 20%患者和 2013 年的另外 35575 例记录对这些风险因素进行了验证。

结果

发展数据集的手术死亡率为 1.07%,总发病率为 14.2%。我们选择了与术后死亡率密切相关的 8 种并发症,然后为每种并发症确定了 13 至 25 个独立的术前危险因素。其中,年龄较大、女性和较差的日常生活活动能力是与这些并发症最相关的因素。2011 年至 2012 年验证数据集的每种并发症的 C 指数如下:计划性插管(0.797)、肺炎(0.784)、全身败血症(0.748)、肾衰竭(0.832)、心脏事件(0.728)、大量输血(0.700)、中枢神经系统(CNS)事件(0.779)和吻合口漏(0.658)。使用 2013 年验证数据集获得了每种死亡率的相似 C 指数。

结论

在这项研究中,我们成功地使用术前危险因素构建了一个可接受的风险模型,以预测与胃癌患者远端胃切除术后死亡率密切相关的 8 种术后并发症。该风险模型可以帮助针对接受远端胃切除术的患者进行围手术期管理并改善临床结局。

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