Literature DB >> 27995423

A simple web-based risk calculator (www.anastomoticleak.com) is superior to the surgeon's estimate of anastomotic leak after colon cancer resection.

T Sammour1, M Lewis2, M L Thomas2, M J Lawrence2, A Hunter2, J W Moore2.   

Abstract

BACKGROUND: Anastomotic leak can be a devastating complication, and early prediction is difficult. The aim of this study is to prospectively validate a simple anastomotic leak risk calculator and compare its predictive value with the estimate of the primary operating surgeon.
METHODS: Consecutive patients undergoing elective or emergency colon cancer surgery with a primary anastomosis over a 1-year period were prospectively included. A recently published anastomotic leak risk nomogram was converted to an online calculator ( www.anastomoticleak.com ). The calculator-derived risk of anastomotic leak and the risk estimated by the primary operating surgeon were recorded at the completion of surgery. The primary outcome was anastomotic leak within 90 days as defined by previously published criteria. Area under receiver operating characteristic curve analysis (AUROC) was performed for both risk estimates.
RESULTS: A total of 105 patients were screened for inclusion during the study period, of whom 83 met the inclusion criteria. The overall anastomotic leak rate was 9.6%. The anastomotic leak calculator was highly predictive of anastomotic leak (AUROC 0.84, P = 0.002), whereas the surgeon estimate was not predictive (AUROC 0.40, P = 0.243).
CONCLUSIONS: A simple anastomotic leak risk calculator is significantly better at predicting anastomotic leak than the estimate of the primary surgeon. Further external validation on a larger data set is required.

Entities:  

Keywords:  Anastomotic leak; Colon cancer; Risk calculator

Mesh:

Year:  2016        PMID: 27995423     DOI: 10.1007/s10151-016-1567-7

Source DB:  PubMed          Journal:  Tech Coloproctol        ISSN: 1123-6337            Impact factor:   3.781


  21 in total

1.  How do surgeons make intraoperative decisions?

Authors:  Rhona Flin; George Youngson; Steven Yule
Journal:  Qual Saf Health Care       Date:  2007-06

Review 2.  Colonic anastomotic leak: risk factors, diagnosis, and treatment.

Authors:  T Peter Kingham; H Leon Pachter
Journal:  J Am Coll Surg       Date:  2008-12-04       Impact factor: 6.113

3.  Index for rating diagnostic tests.

Authors:  W J YOUDEN
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4.  Surgeons' intraoperative decision making and risk management.

Authors:  Keryn Pauley; Rhona Flin; Steven Yule; George Youngson
Journal:  Am J Surg       Date:  2011-04-07       Impact factor: 2.565

Review 5.  Clinical decision making: how surgeons do it.

Authors:  Wendy Crebbin; Spencer W Beasley; David A K Watters
Journal:  ANZ J Surg       Date:  2013-05-03       Impact factor: 1.872

6.  Risk factors for anastomotic leak and mortality in diabetic patients undergoing colectomy: analysis from a statewide surgical quality collaborative.

Authors:  Matthew A Ziegler; James A Catto; Thomas W Riggs; Elizabeth R Gates; Marc B Grodsky; Harry J Wasvary
Journal:  Arch Surg       Date:  2012-07

7.  Study protocol: a randomized clinical trial of total parenteral nutrition in malnourished surgical patients.

Authors:  G P Buzby; L S Knox; L O Crosby; J M Eisenberg; C M Haakenson; G E McNeal; C P Page; O L Peterson; G F Reinhardt; W O Williford
Journal:  Am J Clin Nutr       Date:  1988-02       Impact factor: 7.045

8.  Risk factors for anastomotic leakage and leak-related mortality after colonic cancer surgery in a nationwide audit.

Authors:  I S Bakker; I Grossmann; D Henneman; K Havenga; T Wiggers
Journal:  Br J Surg       Date:  2014-03       Impact factor: 6.939

9.  Does Anastomotic Leak Contribute to High Failure-to-rescue Rates?

Authors:  Sarah E Tevis; Evie H Carchman; Eugene F Foley; Charles P Heise; Bruce A Harms; Gregory D Kennedy
Journal:  Ann Surg       Date:  2016-06       Impact factor: 12.969

10.  Surgeon's intuition: is it enough to assess patients' surgical risk?

Authors:  Pierre-Alain Clavien; Daniel Dindo
Journal:  World J Surg       Date:  2007-10       Impact factor: 3.282

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  10 in total

1.  Validation of an online risk calculator for the prediction of anastomotic leak after colon cancer surgery and preliminary exploration of artificial intelligence-based analytics.

Authors:  T Sammour; L Cohen; A I Karunatillake; M Lewis; M J Lawrence; A Hunter; J W Moore; M L Thomas
Journal:  Tech Coloproctol       Date:  2017-10-28       Impact factor: 3.781

Review 2.  Anastomotic Failure in Colorectal Surgery: Where Are We at?

Authors:  Vinna An; Raaj Chandra; Matthew Lawrence
Journal:  Indian J Surg       Date:  2018-03-03       Impact factor: 0.656

3.  The REAL (REctal Anastomotic Leak) score for prediction of anastomotic leak after rectal cancer surgery.

Authors:  A Arezzo; M Migliore; P Chiaro; S Arolfo; C Filippini; D Di Cuonzo; R Cirocchi; M Morino
Journal:  Tech Coloproctol       Date:  2019-06-25       Impact factor: 3.781

4.  Towards interpretable, medically grounded, EMR-based risk prediction models.

Authors:  Isabell Twick; Guy Zahavi; Haggai Benvenisti; Ronya Rubinstein; Michael S Woods; Haim Berkenstadt; Aviram Nissan; Enes Hosgor; Dan Assaf
Journal:  Sci Rep       Date:  2022-06-15       Impact factor: 4.996

5.  Differential Performance of Machine Learning Models in Prediction of Procedure-Specific Outcomes.

Authors:  Kevin A Chen; Matthew E Berginski; Chirag S Desai; Jose G Guillem; Jonathan Stem; Shawn M Gomez; Muneera R Kapadia
Journal:  J Gastrointest Surg       Date:  2022-05-04       Impact factor: 3.267

6.  Development of a Risk Score to Predict Anastomotic Leak After Left-Sided Colectomy: Which Patients Warrant Diversion?

Authors:  Nicholas P McKenna; Katherine A Bews; Robert R Cima; Cynthia S Crowson; Elizabeth B Habermann
Journal:  J Gastrointest Surg       Date:  2019-06-26       Impact factor: 3.452

Review 7.  Reconstructive Surgery for Intestinal Failure.

Authors:  Maria B Witte
Journal:  Visc Med       Date:  2019-09-18

Review 8.  Systematic review and narrative synthesis of surgeons' perception of postoperative outcomes and risk.

Authors:  N M Dilaver; B L Gwilym; R Preece; C P Twine; D C Bosanquet
Journal:  BJS Open       Date:  2019-11-26

9.  Modified Colon Leakage Score to Predict Anastomotic Leakage in Patients Who Underwent Left-Sided Colorectal Surgery.

Authors:  Seung Up Yang; Eun Jung Park; Seung Hyuk Baik; Kang Young Lee; Jeonghyun Kang
Journal:  J Clin Med       Date:  2019-09-12       Impact factor: 4.241

10.  Outcomes from elective colorectal cancer surgery during the SARS-CoV-2 pandemic.

Authors: 
Journal:  Colorectal Dis       Date:  2020-11-15       Impact factor: 3.917

  10 in total

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