Skip to main content
Top
Published in: World Journal of Surgical Oncology 1/2019

Open Access 01-12-2019 | Colorectal Cancer | Research

A nomogram for predicting bowel obstruction in preoperative colorectal cancer patients with clinical characteristics

Authors: Xinger Lv, Hong Yu, Peng Gao, Yongxi Song, Jingxu Sun, Xiaowan Chen, Yu Wang, Zhenning Wang

Published in: World Journal of Surgical Oncology | Issue 1/2019

Login to get access

Abstract

Background

Bowel obstruction (BO) is a complication that commonly affects patients with colorectal cancer (CRC). BO causes severe outcomes, and its treatment leads to a dilemma for many surgeons. Moreover, the factors correlated to BO in preoperative CRC patients remain unclear. The objectives of this study were to investigate the clinical characteristics of BO to identify risk predictors and to construct a BO prediction model with preoperative CRC patients.

Methods

A large-scale, retrospective cohort, population-based study analyzed the data of 11,814 patients obtained from the Surveillance, Epidemiology, and End Results and Medicare claims-linked databases (SEER-M database). Patients aged ≥ 66 years and primarily diagnosed with CRC from 1992 to 2009 were divided into BO and non-BO groups. Cox proportional hazards regression models were used to determine predictors, and then, a nomogram was constructed by those predictors.

Results

A total of 11,814 patients (5293 men and 6251 women) were identified. In multivariate analysis, 14 factors were found to be associated with BO including age, race, marital status, residence location, T category, M category, primary tumor site, histologic type, histologic grade, tumor size, history of alcoholism, chemotherapy, radiotherapy, abdominal pain, and anemia. A nomogram predicting the 90- and 180-day rates of BO was built for the preoperative CRC patients with a C-index of 0.795.

Conclusions

This study identified 14 BO-related factors, and a statistical model was constructed to predict the onset of BO in preoperative CRC patients. The obtained data may guide decision-making for the intervention of patients at risk for BO.
Appendix
Available only for authorised users
Literature
1.
go back to reference Siegel RL, Miller KD, Fedewa SA, Ahnen DJ, Meester RGS, et al. Colorectal cancer statistics, 2017. CA Cancer J Clin. 2017;67:177–93.CrossRef Siegel RL, Miller KD, Fedewa SA, Ahnen DJ, Meester RGS, et al. Colorectal cancer statistics, 2017. CA Cancer J Clin. 2017;67:177–93.CrossRef
2.
go back to reference Ahuja N, Chang D, Gearhart SL. Disparities in colon cancer presentation and in-hospital mortality in Maryland: a ten-year review. Ann Surg Oncol. 2007;14:411–6.CrossRef Ahuja N, Chang D, Gearhart SL. Disparities in colon cancer presentation and in-hospital mortality in Maryland: a ten-year review. Ann Surg Oncol. 2007;14:411–6.CrossRef
3.
go back to reference Umpleby HC, Bristol JB, Rainey JB, Williamson RC. Survival of 727 patients with single carcinomas of the large bowel. Dis Colon Rectum. 1984;27:803–10.CrossRef Umpleby HC, Bristol JB, Rainey JB, Williamson RC. Survival of 727 patients with single carcinomas of the large bowel. Dis Colon Rectum. 1984;27:803–10.CrossRef
4.
go back to reference Alese OB, Kim S, Chen Z, Owonikoko TK, El-Rayes BF. Management patterns and predictors of mortality among US patients with cancer hospitalized for malignant bowel obstruction. Cancer. 2015;121:1772–8.CrossRef Alese OB, Kim S, Chen Z, Owonikoko TK, El-Rayes BF. Management patterns and predictors of mortality among US patients with cancer hospitalized for malignant bowel obstruction. Cancer. 2015;121:1772–8.CrossRef
5.
go back to reference Baines M, Oliver DJ, Carter RL. Medical management of intestinal obstruction in patients with advanced malignant disease. A clinical and pathological study. Lancet. 1985;2:990–3.CrossRef Baines M, Oliver DJ, Carter RL. Medical management of intestinal obstruction in patients with advanced malignant disease. A clinical and pathological study. Lancet. 1985;2:990–3.CrossRef
6.
go back to reference Mooney SJ, Winner M, Hershman DL, Wright JD, Feingold DL, et al. Bowel obstruction in elderly ovarian cancer patients: a population-based study. Gynecol Oncol. 2013;129:107–12.CrossRef Mooney SJ, Winner M, Hershman DL, Wright JD, Feingold DL, et al. Bowel obstruction in elderly ovarian cancer patients: a population-based study. Gynecol Oncol. 2013;129:107–12.CrossRef
7.
go back to reference Ripamonti CI, Easson AM, Gerdes H. Management of malignant bowel obstruction. Eur J Cancer. 2008;44:1105–15.CrossRef Ripamonti CI, Easson AM, Gerdes H. Management of malignant bowel obstruction. Eur J Cancer. 2008;44:1105–15.CrossRef
8.
go back to reference Laval G, Girardier J, Lassauniere JM, Leduc B, Haond C, et al. The use of steroids in the management of inoperable intestinal obstruction in terminal cancer patients: do they remove the obstruction? Palliat Med. 2000;14:3–10.CrossRef Laval G, Girardier J, Lassauniere JM, Leduc B, Haond C, et al. The use of steroids in the management of inoperable intestinal obstruction in terminal cancer patients: do they remove the obstruction? Palliat Med. 2000;14:3–10.CrossRef
9.
go back to reference Feuer DJ, Broadley KE, Shepherd JH, Barton DP. Systematic review of surgery in malignant bowel obstruction in advanced gynecological and gastrointestinal cancer. The Systematic Review Steering Committee. Gynecol Oncol. 1999;75:313–22.CrossRef Feuer DJ, Broadley KE, Shepherd JH, Barton DP. Systematic review of surgery in malignant bowel obstruction in advanced gynecological and gastrointestinal cancer. The Systematic Review Steering Committee. Gynecol Oncol. 1999;75:313–22.CrossRef
10.
go back to reference Borneman T, Chu DZ, Wagman L, Ferrell B, Juarez G, et al. Concerns of family caregivers of patients with cancer facing palliative surgery for advanced malignancies. Oncol Nurs Forum. 2003;30:997–1005.CrossRef Borneman T, Chu DZ, Wagman L, Ferrell B, Juarez G, et al. Concerns of family caregivers of patients with cancer facing palliative surgery for advanced malignancies. Oncol Nurs Forum. 2003;30:997–1005.CrossRef
11.
go back to reference Lilley EJ, Scott JW, Goldberg JE, Cauley CE, Temel JS, et al. Survival, healthcare utilization, and end-of-life care among older adults with malignancy-associated bowel obstruction: comparative study of surgery, venting gastrostomy, or medical management. Ann Surg. 2018;267(4):692–99. Lilley EJ, Scott JW, Goldberg JE, Cauley CE, Temel JS, et al. Survival, healthcare utilization, and end-of-life care among older adults with malignancy-associated bowel obstruction: comparative study of surgery, venting gastrostomy, or medical management. Ann Surg. 2018;267(4):692–99.
12.
go back to reference Jimenez-Perez J, Casellas J, Garcia-Cano J, Vandervoort J, Garcia-Escribano OR, et al. Colonic stenting as a bridge to surgery in malignant large-bowel obstruction: a report from two large multinational registries. Am J Gastroenterol. 2011;106:2174–180 Jimenez-Perez J, Casellas J, Garcia-Cano J, Vandervoort J, Garcia-Escribano OR, et al. Colonic stenting as a bridge to surgery in malignant large-bowel obstruction: a report from two large multinational registries. Am J Gastroenterol. 2011;106:2174–180
13.
go back to reference Legendre H, Vanhuyse F, Caroli-Bosc FX, Pector JC. Survival and quality of life after palliative surgery for neoplastic gastrointestinal obstruction. Eur J Surg Oncol. 2001;27:364–7.CrossRef Legendre H, Vanhuyse F, Caroli-Bosc FX, Pector JC. Survival and quality of life after palliative surgery for neoplastic gastrointestinal obstruction. Eur J Surg Oncol. 2001;27:364–7.CrossRef
14.
go back to reference Makela J, Kiviniemi H, Laitinen S, Kairaluoma MI. Surgical management of intestinal obstruction after treatment for cancer. Case reports. Eur J Surg. 1991;157:73–7.PubMed Makela J, Kiviniemi H, Laitinen S, Kairaluoma MI. Surgical management of intestinal obstruction after treatment for cancer. Case reports. Eur J Surg. 1991;157:73–7.PubMed
15.
go back to reference Chakraborty A, Selby D, Gardiner K, Myers J, Moravan V, et al. Malignant bowel obstruction: natural history of a heterogeneous patient population followed prospectively over two years. J Pain Symptom Manag. 2011;41:412–20.CrossRef Chakraborty A, Selby D, Gardiner K, Myers J, Moravan V, et al. Malignant bowel obstruction: natural history of a heterogeneous patient population followed prospectively over two years. J Pain Symptom Manag. 2011;41:412–20.CrossRef
16.
go back to reference Potosky AL, Riley GF, Lubitz JD, Mentnech RM, Kessler LG. Potential for cancer related health services research using a linked Medicare-tumor registry database. Med Care. 1993;31:732–48. Potosky AL, Riley GF, Lubitz JD, Mentnech RM, Kessler LG. Potential for cancer related health services research using a linked Medicare-tumor registry database. Med Care. 1993;31:732–48.
18.
go back to reference Rabeneck L, Paszat LF, Li C. Risk factors for obstruction, perforation, or emergency admission at presentation in patients with colorectal cancer: a population-based study. Am J Gastroenterol. 2006;101:1098–103. Rabeneck L, Paszat LF, Li C. Risk factors for obstruction, perforation, or emergency admission at presentation in patients with colorectal cancer: a population-based study. Am J Gastroenterol. 2006;101:1098–103.
19.
go back to reference Dominitz JA, Samsa GP, Landsman P, Provenzale D. Race, treatment, and survival among colorectal carcinoma patients in an equal-access medical system. Cancer 1998;82:2312–20. Dominitz JA, Samsa GP, Landsman P, Provenzale D. Race, treatment, and survival among colorectal carcinoma patients in an equal-access medical system. Cancer 1998;82:2312–20.
20.
go back to reference Winner M, Mooney SJ, Hershman DL, Feingold DL, Allendorf JD, et al. Incidence and predictors of bowel obstruction in elderly patients with stage IV colon cancer: a population-based cohort study. JAMA Surg. 2013;148:715–22. Winner M, Mooney SJ, Hershman DL, Feingold DL, Allendorf JD, et al. Incidence and predictors of bowel obstruction in elderly patients with stage IV colon cancer: a population-based cohort study. JAMA Surg. 2013;148:715–22.
21.
go back to reference Kim DH, Kim B, Choi JH, Park SJ, Hong SP, Cheon JH, et al. Tumor characteristics associated with malignant large bowel obstruction in stage IV colorectal cancer patients undergoing chemotherapy. Int J Colorectal Dis. 2016;31(11):1767–74. https://doi.org/10.1007/s00384-016-2638-y. Kim DH, Kim B, Choi JH, Park SJ, Hong SP, Cheon JH, et al. Tumor characteristics associated with malignant large bowel obstruction in stage IV colorectal cancer patients undergoing chemotherapy. Int J Colorectal Dis. 2016;31(11):1767–74. https://​doi.​org/​10.​1007/​s00384-016-2638-y.
22.
go back to reference Amin MB, Greene FL, Edge SB, et al. AJCC Cancer Staging Manual. 8th ed. New York: Springer; 2016.AQ10 Amin MB, Greene FL, Edge SB, et al. AJCC Cancer Staging Manual. 8th ed. New York: Springer; 2016.AQ10
23.
go back to reference Gao P, Song YX, Sun JX, Chen XW, Xu YY, et al. Which is the best postoperative chemotherapy regimen in patients with rectal cancer after neoadjuvant therapy? BMC Cancer. 2014;14:888. Gao P, Song YX, Sun JX, Chen XW, Xu YY, et al. Which is the best postoperative chemotherapy regimen in patients with rectal cancer after neoadjuvant therapy? BMC Cancer. 2014;14:888.
24.
go back to reference Ash AS, Ellis RP, Pope GC, Ayanian JZ, Bates DW, et al. Using diagnoses to describe populations and predict costs. Health Care Financ Rev. 2000;21:7–28 Ash AS, Ellis RP, Pope GC, Ayanian JZ, Bates DW, et al. Using diagnoses to describe populations and predict costs. Health Care Financ Rev. 2000;21:7–28
25.
go back to reference Delen D, Walker G, Kadam A. Predicting breast cancer survivability: a comparison of three data mining methods. Artif Intell Med. 2005;34:113–27. Delen D, Walker G, Kadam A. Predicting breast cancer survivability: a comparison of three data mining methods. Artif Intell Med. 2005;34:113–27.
26.
go back to reference Selby D, Wright F, Stilos K, Daines P, Moravan V, et al. Room for improvement? A quality-of-life assessment in patients with malignant bowel obstruction. Palliat Med. 2010;24:38–45. Selby D, Wright F, Stilos K, Daines P, Moravan V, et al. Room for improvement? A quality-of-life assessment in patients with malignant bowel obstruction. Palliat Med. 2010;24:38–45.
27.
go back to reference Mirensky TL, Schuster KM, Ali UA, Reddy V, Schwartz PE, et al. Outcomes of small bowel obstruction in patients with previous gynecologic malignancies. Am J Surg. 2012;203:472–9. Mirensky TL, Schuster KM, Ali UA, Reddy V, Schwartz PE, et al. Outcomes of small bowel obstruction in patients with previous gynecologic malignancies. Am J Surg. 2012;203:472–9.
28.
go back to reference Park JH, Kim TY, Lee KH, Han SW, Oh DY, et al. The beneficial effect of palliative resection in metastatic colorectal cancer. Br J Cancer. 2013;108:1425–31. Park JH, Kim TY, Lee KH, Han SW, Oh DY, et al. The beneficial effect of palliative resection in metastatic colorectal cancer. Br J Cancer. 2013;108:1425–31.
29.
go back to reference Soto S, Lopez-Roses L, Gonzalez-Ramirez A, Lancho A, Santos A, et al. Endoscopic treatment of acute colorectal obstruction with self-expandable metallic stents: experience in a community hospital. Surg Endosc. 2006;20:1072–6. Soto S, Lopez-Roses L, Gonzalez-Ramirez A, Lancho A, Santos A, et al. Endoscopic treatment of acute colorectal obstruction with self-expandable metallic stents: experience in a community hospital. Surg Endosc. 2006;20:1072–6.
30.
go back to reference Paulson EC, Mahmoud NN, Wirtalla C, Armstrong K. Acuity and survival in colon cancer surgery. Dis Colon Rectum. 2010;53:385–92. Paulson EC, Mahmoud NN, Wirtalla C, Armstrong K. Acuity and survival in colon cancer surgery. Dis Colon Rectum. 2010;53:385–92.
31.
go back to reference Diggs JC, Xu F, Diaz M, Cooper GS, Koroukian SM. Failure to screen: predictors and burden of emergency colorectal cancer resection. Am J Manag Care. 2007;13:157–64. Diggs JC, Xu F, Diaz M, Cooper GS, Koroukian SM. Failure to screen: predictors and burden of emergency colorectal cancer resection. Am J Manag Care. 2007;13:157–64.
32.
go back to reference Phillips RK, Hittinger R, Fry JS, Fielding LP. Malignant large bowel obstruction. Br J Surg. 1985;72:296–302. Phillips RK, Hittinger R, Fry JS, Fielding LP. Malignant large bowel obstruction. Br J Surg. 1985;72:296–302.
33.
go back to reference Ohman U. Prognosis in patients with obstructing colorectal carcinoma. Am J Surg. 1982;143:742–7. Ohman U. Prognosis in patients with obstructing colorectal carcinoma. Am J Surg. 1982;143:742–7.
34.
go back to reference Scott NA, Jeacock J, Kingston RD. Risk factors in patients presenting as an emergency with colorectal cancer. Br J Surg. 1995;82:321–3. Scott NA, Jeacock J, Kingston RD. Risk factors in patients presenting as an emergency with colorectal cancer. Br J Surg. 1995;82:321–3.
35.
go back to reference Watt AM, Faragher IG, Griffin TT, Rieger NA, Maddern GJ. Self-expanding metallic stents for relieving malignant colorectal obstruction: a systematic review. Ann Surg. 2007;246:24–30. Watt AM, Faragher IG, Griffin TT, Rieger NA, Maddern GJ. Self-expanding metallic stents for relieving malignant colorectal obstruction: a systematic review. Ann Surg. 2007;246:24–30.
36.
go back to reference Kim JS, Hur H, Min BS, Sohn SK, Cho CH, et al. Oncologic outcomes of self-expanding metallic stent insertion as a bridge to surgery in the management of left-sided colon cancer obstruction: comparison with nonobstructing elective surgery. World J Surg. 2009;33:1281–6. Kim JS, Hur H, Min BS, Sohn SK, Cho CH, et al. Oncologic outcomes of self-expanding metallic stent insertion as a bridge to surgery in the management of left-sided colon cancer obstruction: comparison with nonobstructing elective surgery. World J Surg. 2009;33:1281–6.
37.
go back to reference Karadag A, Mentes BB, Uner A, Irkorucu O, Ayaz S, et al. Impact of stomatherapy on quality of life in patients with permanent colostomies or ileostomies. Int J Color Dis. 2003;18:234–8. Karadag A, Mentes BB, Uner A, Irkorucu O, Ayaz S, et al. Impact of stomatherapy on quality of life in patients with permanent colostomies or ileostomies. Int J Color Dis. 2003;18:234–8.
38.
go back to reference Lau B, Cole SR, Gange SJ. Competing risk regression models for epidemiologic data. Am J Epidemiol. 2009;170:244–56. Lau B, Cole SR, Gange SJ. Competing risk regression models for epidemiologic data. Am J Epidemiol. 2009;170:244–56.
39.
go back to reference Wolmark N, Wieand HS, Rockette HE, Fisher B, Glass A, et al. The prognostic significance of tumor location and bowel obstruction in Dukes B and C colorectal cancer. Findings from the NSABP clinical trials. Ann Surg. 1983;198:743–52. Wolmark N, Wieand HS, Rockette HE, Fisher B, Glass A, et al. The prognostic significance of tumor location and bowel obstruction in Dukes B and C colorectal cancer. Findings from the NSABP clinical trials. Ann Surg. 1983;198:743–52.
40.
go back to reference Sarela AI, Guthrie JA, Seymour MT, Ride E, Guillou PJ, et al. Non-operative management of the primary tumour in patients with incurable stage IV colorectal cancer. Br J Surg. 2001;88:1352–6. Sarela AI, Guthrie JA, Seymour MT, Ride E, Guillou PJ, et al. Non-operative management of the primary tumour in patients with incurable stage IV colorectal cancer. Br J Surg. 2001;88:1352–6.
41.
go back to reference Scoggins CR, Meszoely IM, Blanke CD, Beauchamp RD, Leach SD. Nonoperative management of primary colorectal cancer in patients with stage IV disease. Ann Surg Oncol. 1999;6:651–7. Scoggins CR, Meszoely IM, Blanke CD, Beauchamp RD, Leach SD. Nonoperative management of primary colorectal cancer in patients with stage IV disease. Ann Surg Oncol. 1999;6:651–7.
42.
go back to reference Stamatakis J, Thompson M, Chave H, Kinsman R. National audit of bowel obstruction due to colorectal cancer: April 1998–March 1999. London: The Association of Coloproctology of Great Britain and Ireland; 2002. Stamatakis J, Thompson M, Chave H, Kinsman R. National audit of bowel obstruction due to colorectal cancer: April 1998–March 1999. London: The Association of Coloproctology of Great Britain and Ireland; 2002.
43.
go back to reference Park YJ, Park KJ, Park JG, Lee KU, Choe KJ, et al. Prognostic factors in 2230 Korean colorectal cancer patients: analysis of consecutively operated cases. World J Surg. 1999;23:721–6. Park YJ, Park KJ, Park JG, Lee KU, Choe KJ, et al. Prognostic factors in 2230 Korean colorectal cancer patients: analysis of consecutively operated cases. World J Surg. 1999;23:721–6.
44.
go back to reference Toyomura K, Yamaguchi K, Kawamoto H, Tabata S, Shimizu E, et al. Relation of cigarette smoking and alcohol use to colorectal adenomas by subsite: the self-defense forces health study. Cancer Sci. 2004;95:72–6. Toyomura K, Yamaguchi K, Kawamoto H, Tabata S, Shimizu E, et al. Relation of cigarette smoking and alcohol use to colorectal adenomas by subsite: the self-defense forces health study. Cancer Sci. 2004;95:72–6.
45.
go back to reference Nawa T, Kato J, Kawamoto H, Okada H, Yamamoto H, et al. Differences between right- and left-sided colon cancer in patient characteristics, cancer morphology and histology. J Gastroenterol Hepatol. 2008;23:418–23. Nawa T, Kato J, Kawamoto H, Okada H, Yamamoto H, et al. Differences between right- and left-sided colon cancer in patient characteristics, cancer morphology and histology. J Gastroenterol Hepatol. 2008;23:418–23.
Metadata
Title
A nomogram for predicting bowel obstruction in preoperative colorectal cancer patients with clinical characteristics
Authors
Xinger Lv
Hong Yu
Peng Gao
Yongxi Song
Jingxu Sun
Xiaowan Chen
Yu Wang
Zhenning Wang
Publication date
01-12-2019
Publisher
BioMed Central
Published in
World Journal of Surgical Oncology / Issue 1/2019
Electronic ISSN: 1477-7819
DOI
https://doi.org/10.1186/s12957-019-1562-3

Other articles of this Issue 1/2019

World Journal of Surgical Oncology 1/2019 Go to the issue