Literature DB >> 29411120

Nomogram for predicting anastomotic leakage after low anterior resection for rectal cancer.

Nobuaki Hoshino1, Koya Hida2, Yoshiharu Sakai1, Shunichi Osada3, Hitoshi Idani4, Toshihiko Sato5, Yasumasa Takii6, Hiroyuki Bando7, Akio Shiomi8, Norio Saito9.   

Abstract

PURPOSE: Anastomotic leakage after low anterior resection for rectal cancer is a critical problem. Many risk factors have been suggested and surgical techniques have improved, but anastomotic leakage remains a major postoperative challenge. This study sought to create a nomogram for precise prediction of anastomotic leakage after low anterior resection for rectal cancer.
METHODS: We used data of 936 patients that had been prospectively collected by the Japanese Society for Colon and Rectal Cancer between June 2010 and February 2013. Risk factors for anastomotic leakage were identified by multivariate logistic regression analysis and used to create a nomogram. The performance of the nomogram was evaluated by using a bootstrapped-concordance index and calibration plots.
RESULTS: Sex, preoperative serum albumin, tumor location and diameter, and simultaneous resection of other organs were identified as significantly associated factors that could be combined for accurate prediction of anastomotic leakage. We created a nomogram for anastomotic leakage by using these risk factors. The area under the curve was 0.72 (95% confidence interval 0.67-0.76). The nomogram had a bootstrapped-concordance index of 0.72 and was well calibrated.
CONCLUSIONS: Our nomogram was a useful tool for precise prediction of anastomotic leakage after low anterior resection for rectal cancer.

Entities:  

Keywords:  Anastomotic leakage; Low anterior resection; Nomogram; Rectal neoplasms

Mesh:

Year:  2018        PMID: 29411120     DOI: 10.1007/s00384-018-2970-5

Source DB:  PubMed          Journal:  Int J Colorectal Dis        ISSN: 0179-1958            Impact factor:   2.571


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9.  Machine learning-based random forest predicts anastomotic leakage after anterior resection for rectal cancer.

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