Skip to main content
Top
Published in: Journal of Gastrointestinal Surgery 9/2018

01-09-2018 | Original Article

A Nomogram to Predict Anastomotic Leakage in Open Rectal Surgery—Hope or Hype?

Authors: Johannes Klose, Ignazio Tarantino, Armin von Fournier, Moritz J. Stowitzki, Yakup Kulu, Thomas Bruckner, Claudia Volz, Thomas Schmidt, Martin Schneider, Markus W. Büchler, Alexis Ulrich

Published in: Journal of Gastrointestinal Surgery | Issue 9/2018

Login to get access

Abstract

Background

Anastomotic leakage is the most dreaded complication after rectal resection and total mesorectal excision, leading to increased morbidity and mortality. Formation of a diverting ileostomy is generally performed to protect anastomotic healing. Identification of variables predicting anastomotic leakage might help to select patients who are under increased risk for the development of anastomotic leakage prior to surgery. The objective of this study was to assess the applicability of a nomogram as prognostic model for the occurrence of anastomotic leakage after rectal resection in a cohort of rectal cancer patients.

Methods

Nine hundred seventy-two consecutive patients who underwent surgery for rectal cancer were retrospectively analyzed. Univariate and multivariable Cox regression analyses were used to determine independent risk factors associated with anastomotic leakage. Receiver operating characteristics (ROC) curve analysis was performed to calculate the sensitivity, specificity, and overall model correctness of a recently published nomogram and an adopted risk score based on the variables identified in this study as a predictive model.

Results

Male sex (p = 0.042), obesity (p = 0.017), smoking (p = 0.012), postoperative bleeding (p = 0.024), and total protein level ≤ 5.6 g/dl (p = 0.007) were identified as independent risk factors for anastomotic leakage. The investigated nomogram and the adopted risk score failed to reach relevant areas under the ROC curve greater than 0.700 for the prediction of anastomotic leakage.

Conclusions

The proposed nomogram and the adopted risk score failed to reliably predict the occurrence of anastomotic leakage after rectal resection. Risk scores as prognostic models for the prediction of anastomotic leakage, independently of the study population, still need to be identified.
Literature
1.
go back to reference Arnold M, Sierra MS, Laversanne M et al. Global patterns and trends in colorectal cancer incidence and mortality. Gut 2017; 66: 683–691.CrossRefPubMed Arnold M, Sierra MS, Laversanne M et al. Global patterns and trends in colorectal cancer incidence and mortality. Gut 2017; 66: 683–691.CrossRefPubMed
2.
go back to reference Siegel RL, Miller KD, Fedewa SA et al. Colorectal cancer statistics, 2017. CA Cancer J Clin 2017; 67: 177–193.CrossRefPubMed Siegel RL, Miller KD, Fedewa SA et al. Colorectal cancer statistics, 2017. CA Cancer J Clin 2017; 67: 177–193.CrossRefPubMed
4.
go back to reference Hain E, Maggiori L, Manceau G et al. Oncological impact of anastomotic leakage after laparoscopic mesorectal excision. Br J Surg 2017; 104: 288–295.CrossRefPubMed Hain E, Maggiori L, Manceau G et al. Oncological impact of anastomotic leakage after laparoscopic mesorectal excision. Br J Surg 2017; 104: 288–295.CrossRefPubMed
5.
go back to reference McDermott FD, Heeney A, Kelly ME et al. Systematic review of preoperative, intraoperative and postoperative risk factors for colorectal anastomotic leaks. Br J Surg 2015; 102: 462–479.CrossRefPubMed McDermott FD, Heeney A, Kelly ME et al. Systematic review of preoperative, intraoperative and postoperative risk factors for colorectal anastomotic leaks. Br J Surg 2015; 102: 462–479.CrossRefPubMed
6.
go back to reference Matthiessen P, Hallbook O, Rutegard J et al. Defunctioning stoma reduces symptomatic anastomotic leakage after low anterior resection of the rectum for cancer: a randomized multicenter trial. Ann Surg 2007; 246: 207–214.CrossRefPubMedPubMedCentral Matthiessen P, Hallbook O, Rutegard J et al. Defunctioning stoma reduces symptomatic anastomotic leakage after low anterior resection of the rectum for cancer: a randomized multicenter trial. Ann Surg 2007; 246: 207–214.CrossRefPubMedPubMedCentral
7.
go back to reference Peeters KC, Tollenaar RA, Marijnen CA et al. Risk factors for anastomotic failure after total mesorectal excision of rectal cancer. Br J Surg 2005; 92: 211–216.CrossRefPubMed Peeters KC, Tollenaar RA, Marijnen CA et al. Risk factors for anastomotic failure after total mesorectal excision of rectal cancer. Br J Surg 2005; 92: 211–216.CrossRefPubMed
8.
go back to reference Vignali A, Fazio VW, Lavery IC et al. Factors associated with the occurrence of leaks in stapled rectal anastomoses: a review of 1,014 patients. J Am Coll Surg 1997; 185: 105–113.CrossRefPubMed Vignali A, Fazio VW, Lavery IC et al. Factors associated with the occurrence of leaks in stapled rectal anastomoses: a review of 1,014 patients. J Am Coll Surg 1997; 185: 105–113.CrossRefPubMed
9.
go back to reference Tan WS, Tang CL, Shi L, Eu KW. Meta-analysis of defunctioning stomas in low anterior resection for rectal cancer. Br J Surg 2009; 96: 462–472.CrossRefPubMed Tan WS, Tang CL, Shi L, Eu KW. Meta-analysis of defunctioning stomas in low anterior resection for rectal cancer. Br J Surg 2009; 96: 462–472.CrossRefPubMed
10.
go back to reference Bakx R, Busch OR, Bemelman WA et al. Morbidity of temporary loop ileostomies. Dig Surg 2004; 21: 277–281.CrossRefPubMed Bakx R, Busch OR, Bemelman WA et al. Morbidity of temporary loop ileostomies. Dig Surg 2004; 21: 277–281.CrossRefPubMed
11.
go back to reference Duchesne JC, Wang YZ, Weintraub SL et al. Stoma complications: a multivariate analysis. Am Surg 2002; 68: 961–966; discussion 966.PubMed Duchesne JC, Wang YZ, Weintraub SL et al. Stoma complications: a multivariate analysis. Am Surg 2002; 68: 961–966; discussion 966.PubMed
12.
go back to reference Huser N, Michalski CW, Erkan M et al. Systematic review and meta-analysis of the role of defunctioning stoma in low rectal cancer surgery. Ann Surg 2008; 248: 52–60.CrossRefPubMed Huser N, Michalski CW, Erkan M et al. Systematic review and meta-analysis of the role of defunctioning stoma in low rectal cancer surgery. Ann Surg 2008; 248: 52–60.CrossRefPubMed
13.
go back to reference Bakx R, Busch OR, van Geldere D et al. Feasibility of early closure of loop ileostomies: a pilot study. Dis Colon Rectum 2003; 46: 1680–1684.CrossRefPubMed Bakx R, Busch OR, van Geldere D et al. Feasibility of early closure of loop ileostomies: a pilot study. Dis Colon Rectum 2003; 46: 1680–1684.CrossRefPubMed
14.
go back to reference Giannakopoulos GF, Veenhof AA, van der Peet DL et al. Morbidity and complications of protective loop ileostomy. Colorectal Dis 2009; 11: 609–612.CrossRefPubMed Giannakopoulos GF, Veenhof AA, van der Peet DL et al. Morbidity and complications of protective loop ileostomy. Colorectal Dis 2009; 11: 609–612.CrossRefPubMed
15.
go back to reference Hallbook O, Matthiessen P, Leinskold T et al. Safety of the temporary loop ileostomy. Colorectal Dis 2002; 4: 361–364.CrossRefPubMed Hallbook O, Matthiessen P, Leinskold T et al. Safety of the temporary loop ileostomy. Colorectal Dis 2002; 4: 361–364.CrossRefPubMed
16.
go back to reference Kim CH, Lee SY, Kim HR, Kim YJ. Nomogram prediction of anastomotic leakage and determination of an effective surgical strategy for reducing anastomotic leakage after laparoscopic rectal cancer surgery. Gastroenterol Res Pract 2017; 2017: 4510561.PubMedPubMedCentral Kim CH, Lee SY, Kim HR, Kim YJ. Nomogram prediction of anastomotic leakage and determination of an effective surgical strategy for reducing anastomotic leakage after laparoscopic rectal cancer surgery. Gastroenterol Res Pract 2017; 2017: 4510561.PubMedPubMedCentral
17.
go back to reference Miyakita H, Sadahiro S, Saito G et al. Risk scores as useful predictors of perioperative complications in patients with rectal cancer who received radical surgery. Int J Clin Oncol 2017; 22: 324–331.CrossRefPubMed Miyakita H, Sadahiro S, Saito G et al. Risk scores as useful predictors of perioperative complications in patients with rectal cancer who received radical surgery. Int J Clin Oncol 2017; 22: 324–331.CrossRefPubMed
18.
go back to reference Watanabe T, Miyata H, Konno H et al. Prediction model for complications after low anterior resection based on data from 33,411 Japanese patients included in the National Clinical Database. Surgery 2017; 161: 1597–1608.CrossRefPubMed Watanabe T, Miyata H, Konno H et al. Prediction model for complications after low anterior resection based on data from 33,411 Japanese patients included in the National Clinical Database. Surgery 2017; 161: 1597–1608.CrossRefPubMed
19.
go back to reference Zhang W, Lou Z, Liu Q et al. Multicenter analysis of risk factors for anastomotic leakage after middle and low rectal cancer resection without diverting stoma: a retrospective study of 319 consecutive patients. Int J Colorectal Dis 2017. Zhang W, Lou Z, Liu Q et al. Multicenter analysis of risk factors for anastomotic leakage after middle and low rectal cancer resection without diverting stoma: a retrospective study of 319 consecutive patients. Int J Colorectal Dis 2017.
20.
go back to reference Frasson M, Flor-Lorente B, Rodriguez JL et al. Risk factors for anastomotic leak after colon resection for cancer: multivariate analysis and nomogram from a multicentric, prospective, national study with 3193 patients. Ann Surg 2015; 262: 321–330.CrossRefPubMed Frasson M, Flor-Lorente B, Rodriguez JL et al. Risk factors for anastomotic leak after colon resection for cancer: multivariate analysis and nomogram from a multicentric, prospective, national study with 3193 patients. Ann Surg 2015; 262: 321–330.CrossRefPubMed
21.
go back to reference Rahbari NN, Weitz J, Hohenberger W et al. Definition and grading of anastomotic leakage following anterior resection of the rectum: a proposal by the International Study Group of Rectal Cancer. Surgery 2010; 147: 339–351.CrossRefPubMed Rahbari NN, Weitz J, Hohenberger W et al. Definition and grading of anastomotic leakage following anterior resection of the rectum: a proposal by the International Study Group of Rectal Cancer. Surgery 2010; 147: 339–351.CrossRefPubMed
22.
go back to reference Hanley JA, McNeil BJ. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 1982; 143: 29–36.CrossRefPubMed Hanley JA, McNeil BJ. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 1982; 143: 29–36.CrossRefPubMed
23.
go back to reference Harrell FE, Jr., Lee KL, Pollock BG. Regression models in clinical studies: determining relationships between predictors and response. J Natl Cancer Inst 1988; 80: 1198–1202.CrossRefPubMed Harrell FE, Jr., Lee KL, Pollock BG. Regression models in clinical studies: determining relationships between predictors and response. J Natl Cancer Inst 1988; 80: 1198–1202.CrossRefPubMed
24.
go back to reference Yau T, Watkins D, Cunningham D et al. Longitudinal assessment of quality of life in rectal cancer patients with or without stomas following primary resection. Dis Colon Rectum 2009; 52: 669–677.CrossRefPubMed Yau T, Watkins D, Cunningham D et al. Longitudinal assessment of quality of life in rectal cancer patients with or without stomas following primary resection. Dis Colon Rectum 2009; 52: 669–677.CrossRefPubMed
25.
go back to reference Matthiessen P, Hallbook O, Andersson M et al. Risk factors for anastomotic leakage after anterior resection of the rectum. Colorectal Dis 2004; 6: 462–469.CrossRefPubMed Matthiessen P, Hallbook O, Andersson M et al. Risk factors for anastomotic leakage after anterior resection of the rectum. Colorectal Dis 2004; 6: 462–469.CrossRefPubMed
26.
go back to reference Rencuzogullari A, Benlice C, Valente M et al. Predictors of anastomotic leak in elderly patients after colectomy: nomogram-based assessment from the american college of surgeons national surgical quality program procedure-targeted cohort. Dis Colon Rectum 2017; 60: 527–536.CrossRefPubMed Rencuzogullari A, Benlice C, Valente M et al. Predictors of anastomotic leak in elderly patients after colectomy: nomogram-based assessment from the american college of surgeons national surgical quality program procedure-targeted cohort. Dis Colon Rectum 2017; 60: 527–536.CrossRefPubMed
27.
go back to reference Benoist S, Panis Y, Alves A, Valleur P. Impact of obesity on surgical outcomes after colorectal resection. Am J Surg 2000; 179: 275–281.CrossRefPubMed Benoist S, Panis Y, Alves A, Valleur P. Impact of obesity on surgical outcomes after colorectal resection. Am J Surg 2000; 179: 275–281.CrossRefPubMed
28.
go back to reference Kang CY, Halabi WJ, Chaudhry OO et al. Risk factors for anastomotic leakage after anterior resection for rectal cancer. JAMA Surg 2013; 148: 65–71.CrossRefPubMed Kang CY, Halabi WJ, Chaudhry OO et al. Risk factors for anastomotic leakage after anterior resection for rectal cancer. JAMA Surg 2013; 148: 65–71.CrossRefPubMed
29.
go back to reference Law WL, Chu KW. Anterior resection for rectal cancer with mesorectal excision: a prospective evaluation of 622 patients. Ann Surg 2004; 240: 260–268.CrossRefPubMedPubMedCentral Law WL, Chu KW. Anterior resection for rectal cancer with mesorectal excision: a prospective evaluation of 622 patients. Ann Surg 2004; 240: 260–268.CrossRefPubMedPubMedCentral
30.
go back to reference Trencheva K, Morrissey KP, Wells M et al. Identifying important predictors for anastomotic leak after colon and rectal resection: prospective study on 616 patients. Ann Surg 2013; 257: 108–113.CrossRefPubMed Trencheva K, Morrissey KP, Wells M et al. Identifying important predictors for anastomotic leak after colon and rectal resection: prospective study on 616 patients. Ann Surg 2013; 257: 108–113.CrossRefPubMed
31.
go back to reference Kim MJ, Shin R, Oh HK et al. The impact of heavy smoking on anastomotic leakage and stricture after low anterior resection in rectal cancer patients. World J Surg 2011; 35: 2806–2810.CrossRefPubMed Kim MJ, Shin R, Oh HK et al. The impact of heavy smoking on anastomotic leakage and stricture after low anterior resection in rectal cancer patients. World J Surg 2011; 35: 2806–2810.CrossRefPubMed
32.
go back to reference Parthasarathy M, Greensmith M, Bowers D, Groot-Wassink T. Risk factors for anastomotic leakage after colorectal resection: a retrospective analysis of 17 518 patients. Colorectal Dis 2017; 19: 288–298.CrossRefPubMed Parthasarathy M, Greensmith M, Bowers D, Groot-Wassink T. Risk factors for anastomotic leakage after colorectal resection: a retrospective analysis of 17 518 patients. Colorectal Dis 2017; 19: 288–298.CrossRefPubMed
33.
go back to reference Mohri Y, Inoue Y, Tanaka K et al. Prognostic nutritional index predicts postoperative outcome in colorectal cancer. World J Surg 2013; 37: 2688–2692.CrossRefPubMed Mohri Y, Inoue Y, Tanaka K et al. Prognostic nutritional index predicts postoperative outcome in colorectal cancer. World J Surg 2013; 37: 2688–2692.CrossRefPubMed
34.
go back to reference Onodera T, Goseki N, Kosaki G. [Prognostic nutritional index in gastrointestinal surgery of malnourished cancer patients]. Nihon Geka Gakkai Zasshi 1984; 85: 1001–1005.PubMed Onodera T, Goseki N, Kosaki G. [Prognostic nutritional index in gastrointestinal surgery of malnourished cancer patients]. Nihon Geka Gakkai Zasshi 1984; 85: 1001–1005.PubMed
35.
go back to reference Iancu C, Mocan LC, Todea-Iancu D et al. Host-related predictive factors for anastomotic leakage following large bowel resections for colorectal cancer. J Gastrointestin Liver Dis 2008; 17: 299–303.PubMed Iancu C, Mocan LC, Todea-Iancu D et al. Host-related predictive factors for anastomotic leakage following large bowel resections for colorectal cancer. J Gastrointestin Liver Dis 2008; 17: 299–303.PubMed
36.
go back to reference Telem DA, Chin EH, Nguyen SQ, Divino CM. Risk factors for anastomotic leak following colorectal surgery: a case-control study. Arch Surg 2010; 145: 371–376; discussion 376.CrossRefPubMed Telem DA, Chin EH, Nguyen SQ, Divino CM. Risk factors for anastomotic leak following colorectal surgery: a case-control study. Arch Surg 2010; 145: 371–376; discussion 376.CrossRefPubMed
37.
go back to reference Makela JT, Kiviniemi H, Laitinen S. Risk factors for anastomotic leakage after left-sided colorectal resection with rectal anastomosis. Dis Colon Rectum 2003; 46: 653–660.CrossRefPubMed Makela JT, Kiviniemi H, Laitinen S. Risk factors for anastomotic leakage after left-sided colorectal resection with rectal anastomosis. Dis Colon Rectum 2003; 46: 653–660.CrossRefPubMed
38.
go back to reference Bertelsen CA, Andreasen AH, Jorgensen T, Harling H. Anastomotic leakage after anterior resection for rectal cancer: risk factors. Colorectal Dis 2010; 12: 37–43.CrossRefPubMed Bertelsen CA, Andreasen AH, Jorgensen T, Harling H. Anastomotic leakage after anterior resection for rectal cancer: risk factors. Colorectal Dis 2010; 12: 37–43.CrossRefPubMed
39.
go back to reference Warschkow R, Steffen T, Thierbach J et al. Risk factors for anastomotic leakage after rectal cancer resection and reconstruction with colorectostomy. A retrospective study with bootstrap analysis. Ann Surg Oncol 2011; 18: 2772–2782.CrossRefPubMed Warschkow R, Steffen T, Thierbach J et al. Risk factors for anastomotic leakage after rectal cancer resection and reconstruction with colorectostomy. A retrospective study with bootstrap analysis. Ann Surg Oncol 2011; 18: 2772–2782.CrossRefPubMed
Metadata
Title
A Nomogram to Predict Anastomotic Leakage in Open Rectal Surgery—Hope or Hype?
Authors
Johannes Klose
Ignazio Tarantino
Armin von Fournier
Moritz J. Stowitzki
Yakup Kulu
Thomas Bruckner
Claudia Volz
Thomas Schmidt
Martin Schneider
Markus W. Büchler
Alexis Ulrich
Publication date
01-09-2018
Publisher
Springer US
Published in
Journal of Gastrointestinal Surgery / Issue 9/2018
Print ISSN: 1091-255X
Electronic ISSN: 1873-4626
DOI
https://doi.org/10.1007/s11605-018-3782-1

Other articles of this Issue 9/2018

Journal of Gastrointestinal Surgery 9/2018 Go to the issue