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Published in: Journal of Gastrointestinal Surgery 1/2021

01-01-2021 | Colon Cancer | SSAT Plenary Presentation

Development of a Risk Score and Nomogram to Predict Individual Benefit Attained from the Addition of Adjuvant Chemotherapy in the Treatment of Stage II Colon Cancer

Authors: Daniel W. Nelson, Clay Merritt, Shu-Ching Chang, Gary Grunkemeier, Scott R. Steele, Melanie Goldfarb

Published in: Journal of Gastrointestinal Surgery | Issue 1/2021

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Abstract

Background

Current guidelines recommend considering adjuvant chemotherapy (AC) for stage II colon cancer (CC) with poor prognostic clinicopathologic and molecular features. However, the relative impact of individual or constellations of high-risk features remains undefined. We developed an individualized point-of-care tool to predict survival benefit attained from the addition of AC.

Methods

The National Cancer Database was queried for all patients with resected stage II CC from 2004 to 2015. A prognostic risk score and nomogram were constructed using twelve clinicopathologic and molecular prognostic factors associated with outcomes for CC. Overall survival (OS) was compared between surgery alone and AC groups. The nomogram was validated for discrimination and calibration using bootstrap-adjusted Harrell’s concordance index (C-index). For population-level estimation, OS was compared based on quartiles.

Results

Of 132,666 patients with stage II CC, 16.8% received AC. The calibration curve of the constructed nomogram showed a good agreement between predicted and observed median and 3-, 5-, and 10-year survival (bootstrap-adjusted C-index 0.699, CI: 0.698–0.703). Population-level risk score analysis (median [Q1, Q3]; 4.9 [4.6, 5.5]) demonstrated that patients with scores > 3.34 had significantly decreased risk of death with the addition of AC (all p < 0.001). No survival advantage was associated with AC among patients with low risk scores (risk score < 3.34: HR: 0.94, 95% CI: 0.80–1.11, p = 0.47).

Discussion

A composite weighted risk score is critical to individualizing AC in select high-risk patients. Our nomogram provides individualized prognostication and estimation of benefit attained from AC. This may better inform treatment decisions and aid future trial design.
Appendix
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Literature
2.
go back to reference Kannarkatt J, Joseph J, Kurniali PC, Al-Janadi A, Hrinczenko B. Adjuvant Chemotherapy for Stage II Colon Cancer: A Clinical Dilemma. J Oncol Pract. 2017;13(4):233-241.CrossRef Kannarkatt J, Joseph J, Kurniali PC, Al-Janadi A, Hrinczenko B. Adjuvant Chemotherapy for Stage II Colon Cancer: A Clinical Dilemma. J Oncol Pract. 2017;13(4):233-241.CrossRef
3.
go back to reference Wolmark N, Fisher B, Rockette H, Redmond C, Wickerham DL, Fisher ER, Jones J, Glass A, Lerner H, Lawrence W, et al. Postoperative adjuvant chemotherapy or BCG for colon cancer: results from NSABP protocol C-01. J Natl Cancer Inst. 1988;80(1):30-36.CrossRef Wolmark N, Fisher B, Rockette H, Redmond C, Wickerham DL, Fisher ER, Jones J, Glass A, Lerner H, Lawrence W, et al. Postoperative adjuvant chemotherapy or BCG for colon cancer: results from NSABP protocol C-01. J Natl Cancer Inst. 1988;80(1):30-36.CrossRef
4.
go back to reference Wolmark N, Rockette H, Wickerham DL, Fisher B, Redmond C, Fisher ER, Potvin M, Davies RJ, Jones J, Robidoux A, et al. Adjuvant therapy of Dukes’ A, B, and C adenocarcinoma of the colon with portal-vein fluorouracil hepatic infusion: preliminary results of National Surgical Adjuvant Breast and Bowel Project Protocol C-02. J Clin Oncol. 1990;8(9):1466-1475.CrossRef Wolmark N, Rockette H, Wickerham DL, Fisher B, Redmond C, Fisher ER, Potvin M, Davies RJ, Jones J, Robidoux A, et al. Adjuvant therapy of Dukes’ A, B, and C adenocarcinoma of the colon with portal-vein fluorouracil hepatic infusion: preliminary results of National Surgical Adjuvant Breast and Bowel Project Protocol C-02. J Clin Oncol. 1990;8(9):1466-1475.CrossRef
5.
go back to reference Wolmark N, Rockette H, Fisher B, Wickerham DL, Redmond C, Fisher ER, Jones J, Mamounas EP, Ore L, Petrelli NJ, et al. The benefit of leucovorin-modulated fluorouracil as postoperative adjuvant therapy for primary colon cancer: results from National Surgical Adjuvant Breast and Bowel Project protocol C-03. J Clin Oncol. 1993;11(10):1879-1887.CrossRef Wolmark N, Rockette H, Fisher B, Wickerham DL, Redmond C, Fisher ER, Jones J, Mamounas EP, Ore L, Petrelli NJ, et al. The benefit of leucovorin-modulated fluorouracil as postoperative adjuvant therapy for primary colon cancer: results from National Surgical Adjuvant Breast and Bowel Project protocol C-03. J Clin Oncol. 1993;11(10):1879-1887.CrossRef
6.
go back to reference Wolmark N, Bryant J, Smith R, Grem J, Allegra C, Hyams D, Atkins J, Dimitrov N, Oishi R, Prager D, Fehrenbacher L, Romond E, Colangelo L, Fisher B. Adjuvant 5-fluorouracil and leucovorin with or without interferon alfa-2a in colon carcinoma: National Surgical Adjuvant Breast and Bowel Project protocol C-05. J Natl Cancer Inst. 1998;90(23):1810-1816.CrossRef Wolmark N, Bryant J, Smith R, Grem J, Allegra C, Hyams D, Atkins J, Dimitrov N, Oishi R, Prager D, Fehrenbacher L, Romond E, Colangelo L, Fisher B. Adjuvant 5-fluorouracil and leucovorin with or without interferon alfa-2a in colon carcinoma: National Surgical Adjuvant Breast and Bowel Project protocol C-05. J Natl Cancer Inst. 1998;90(23):1810-1816.CrossRef
7.
go back to reference Wolmark N, Rockette H, Mamounas E, Jones J, Wieand S, Wickerham DL, Bear HD, Atkins JN, Dimitrov NV, Glass AG, Fisher ER, Fisher B. Clinical trial to assess the relative efficacy of fluorouracil and leucovorin, fluorouracil and levamisole, and fluorouracil, leucovorin, and levamisole in patients with Dukes' B and C carcinoma of the colon: results from National Surgical Adjuvant Breast and Bowel Project C-04. J Clin Oncol. 1999;17(11):3553-3559.CrossRef Wolmark N, Rockette H, Mamounas E, Jones J, Wieand S, Wickerham DL, Bear HD, Atkins JN, Dimitrov NV, Glass AG, Fisher ER, Fisher B. Clinical trial to assess the relative efficacy of fluorouracil and leucovorin, fluorouracil and levamisole, and fluorouracil, leucovorin, and levamisole in patients with Dukes' B and C carcinoma of the colon: results from National Surgical Adjuvant Breast and Bowel Project C-04. J Clin Oncol. 1999;17(11):3553-3559.CrossRef
8.
go back to reference Bockelman C, Engelmann BE, Kaprio T, Hansen TF, Glimelius B. Risk of recurrence in patients with colon cancer stage II and III: a systematic review and meta-analysis of recent literature. Acta Oncol. 2015;54(1):5-16.CrossRef Bockelman C, Engelmann BE, Kaprio T, Hansen TF, Glimelius B. Risk of recurrence in patients with colon cancer stage II and III: a systematic review and meta-analysis of recent literature. Acta Oncol. 2015;54(1):5-16.CrossRef
9.
go back to reference Quasar Collaborative G, Gray R, Barnwell J, McConkey C, Hills RK, Williams NS, Kerr DJ. Adjuvant chemotherapy versus observation in patients with colorectal cancer: a randomised study. Lancet. 2007;370(9604):2020-2029.CrossRef Quasar Collaborative G, Gray R, Barnwell J, McConkey C, Hills RK, Williams NS, Kerr DJ. Adjuvant chemotherapy versus observation in patients with colorectal cancer: a randomised study. Lancet. 2007;370(9604):2020-2029.CrossRef
10.
go back to reference Kumar A, Kennecke HF, Renouf DJ, Lim HJ, Gill S, Woods R, Speers C, Cheung WY. Adjuvant chemotherapy use and outcomes of patients with high-risk versus low-risk stage II colon cancer. Cancer. 2015;121(4):527-534.CrossRef Kumar A, Kennecke HF, Renouf DJ, Lim HJ, Gill S, Woods R, Speers C, Cheung WY. Adjuvant chemotherapy use and outcomes of patients with high-risk versus low-risk stage II colon cancer. Cancer. 2015;121(4):527-534.CrossRef
11.
go back to reference Casadaban L, Rauscher G, Aklilu M, Villenes D, Freels S, Maker AV. Adjuvant chemotherapy is associated with improved survival in patients with stage II colon cancer. Cancer. 2016;122(21):3277-3287.CrossRef Casadaban L, Rauscher G, Aklilu M, Villenes D, Freels S, Maker AV. Adjuvant chemotherapy is associated with improved survival in patients with stage II colon cancer. Cancer. 2016;122(21):3277-3287.CrossRef
12.
go back to reference Simillis C, Singh H, Afxentiou T, Mills S, Warren OJ, Smith JJ, Riddle P, Adamina M, Cunningham D, Tekkis PP. Postoperative chemotherapy improves survival in patients with resected high-risk Stage II colorectal cancer: results of a systematic review and meta-analysis. Colorectal Dis. 2020. Simillis C, Singh H, Afxentiou T, Mills S, Warren OJ, Smith JJ, Riddle P, Adamina M, Cunningham D, Tekkis PP. Postoperative chemotherapy improves survival in patients with resected high-risk Stage II colorectal cancer: results of a systematic review and meta-analysis. Colorectal Dis. 2020.
13.
go back to reference Zhang C, Yin S, Tan Y, Huang J, Wang P, Hou W, Zhang Z, Xu H. Patient Selection for Adjuvant Chemotherapy in High-Risk Stage II Colon Cancer: A Systematic Review and Meta-Analysis. Am J Clin Oncol. 2020. Zhang C, Yin S, Tan Y, Huang J, Wang P, Hou W, Zhang Z, Xu H. Patient Selection for Adjuvant Chemotherapy in High-Risk Stage II Colon Cancer: A Systematic Review and Meta-Analysis. Am J Clin Oncol. 2020.
14.
go back to reference O'Connell JB, Maggard MA, Ko CY. Colon cancer survival rates with the new American Joint Committee on Cancer sixth edition staging. J Natl Cancer Inst. 2004;96(19):1420-1425.CrossRef O'Connell JB, Maggard MA, Ko CY. Colon cancer survival rates with the new American Joint Committee on Cancer sixth edition staging. J Natl Cancer Inst. 2004;96(19):1420-1425.CrossRef
15.
go back to reference Quah HM, Chou JF, Gonen M, Shia J, Schrag D, Landmann RG, Guillem JG, Paty PB, Temple LK, Wong WD, Weiser MR. Identification of patients with high-risk stage II colon cancer for adjuvant therapy. Dis Colon rectum. 2008;51(5):503-507.CrossRef Quah HM, Chou JF, Gonen M, Shia J, Schrag D, Landmann RG, Guillem JG, Paty PB, Temple LK, Wong WD, Weiser MR. Identification of patients with high-risk stage II colon cancer for adjuvant therapy. Dis Colon rectum. 2008;51(5):503-507.CrossRef
16.
go back to reference Stewart CJ, Hillery S, Platell C, Puppa G. Assessment of Serosal Invasion and Criteria for the Classification of Pathological (p) T4 Staging in Colorectal Carcinoma: Confusions, Controversies and Criticisms. Cancers (Basel). 2011;3(1):164-181.CrossRef Stewart CJ, Hillery S, Platell C, Puppa G. Assessment of Serosal Invasion and Criteria for the Classification of Pathological (p) T4 Staging in Colorectal Carcinoma: Confusions, Controversies and Criticisms. Cancers (Basel). 2011;3(1):164-181.CrossRef
17.
go back to reference Grande R, Cosimelli M, Gemma D, Ciancola F, Corsi DC, Rossi L, Sperduti I, Fabbri MA, Mancini R, Ruggeri E. Evaluation of relapse-free survival in T3N0 colon cancer: The role of chemotherapy—A multicentric retrospective analysis. In: American Society of Clinical Oncology; 2012. Grande R, Cosimelli M, Gemma D, Ciancola F, Corsi DC, Rossi L, Sperduti I, Fabbri MA, Mancini R, Ruggeri E. Evaluation of relapse-free survival in T3N0 colon cancer: The role of chemotherapy—A multicentric retrospective analysis. In: American Society of Clinical Oncology; 2012.
18.
go back to reference Compton CC, Fielding LP, Burgart LJ, Conley B, Cooper HS, Hamilton SR, Hammond ME, Henson DE, Hutter RV, Nagle RB, Nielsen ML, Sargent DJ, Taylor CR, Welton M, Willett C. Prognostic factors in colorectal cancer. College of American Pathologists Consensus Statement 1999. Arch Pathol Lab Med. 2000;124(7):979-994.CrossRef Compton CC, Fielding LP, Burgart LJ, Conley B, Cooper HS, Hamilton SR, Hammond ME, Henson DE, Hutter RV, Nagle RB, Nielsen ML, Sargent DJ, Taylor CR, Welton M, Willett C. Prognostic factors in colorectal cancer. College of American Pathologists Consensus Statement 1999. Arch Pathol Lab Med. 2000;124(7):979-994.CrossRef
19.
go back to reference Efficacy of adjuvant fluorouracil and folinic acid in B2 colon cancer. International Multicentre Pooled Analysis of B2 Colon Cancer Trials (IMPACT B2) Investigators. J Clin Oncol. 1999;17(5):1356-1363. Efficacy of adjuvant fluorouracil and folinic acid in B2 colon cancer. International Multicentre Pooled Analysis of B2 Colon Cancer Trials (IMPACT B2) Investigators. J Clin Oncol. 1999;17(5):1356-1363.
20.
go back to reference Hyngstrom JR, Hu CY, Xing Y, You YN, Feig BW, Skibber JM, Rodriguez-Bigas MA, Cormier JN, Chang GJ. Clinicopathology and outcomes for mucinous and signet ring colorectal adenocarcinoma: analysis from the National Cancer Data Base. Ann Surg Oncol. 2012;19(9):2814-2821.CrossRef Hyngstrom JR, Hu CY, Xing Y, You YN, Feig BW, Skibber JM, Rodriguez-Bigas MA, Cormier JN, Chang GJ. Clinicopathology and outcomes for mucinous and signet ring colorectal adenocarcinoma: analysis from the National Cancer Data Base. Ann Surg Oncol. 2012;19(9):2814-2821.CrossRef
21.
go back to reference Le Voyer T, Sigurdson E, Hanlon A, Mayer R, Macdonald J, Catalano P, Haller D. Colon cancer survival is associated with increasing number of lymph nodes analyzed: a secondary survey of intergroup trial INT-0089. Journal of clinical oncology. 2003;21(15):2912-2919.CrossRef Le Voyer T, Sigurdson E, Hanlon A, Mayer R, Macdonald J, Catalano P, Haller D. Colon cancer survival is associated with increasing number of lymph nodes analyzed: a secondary survey of intergroup trial INT-0089. Journal of clinical oncology. 2003;21(15):2912-2919.CrossRef
22.
go back to reference Liebig C, Ayala G, Wilks JA, Berger DH, Albo D. Perineural invasion in cancer: a review of the literature. Cancer. 2009;115(15):3379-3391.CrossRef Liebig C, Ayala G, Wilks JA, Berger DH, Albo D. Perineural invasion in cancer: a review of the literature. Cancer. 2009;115(15):3379-3391.CrossRef
23.
go back to reference Liebig C, Ayala G, Wilks J, Verstovsek G, Liu H, Agarwal N, Berger DH, Albo D. Perineural invasion is an independent predictor of outcome in colorectal cancer. Journal of clinical oncology. 2009;27(31):5131.CrossRef Liebig C, Ayala G, Wilks J, Verstovsek G, Liu H, Agarwal N, Berger DH, Albo D. Perineural invasion is an independent predictor of outcome in colorectal cancer. Journal of clinical oncology. 2009;27(31):5131.CrossRef
24.
go back to reference Knijn N, Mogk SC, Teerenstra S, Simmer F, Nagtegaal ID. Perineural Invasion is a Strong Prognostic Factor in Colorectal Cancer: A Systematic Review. Am J Surg Pathol. 2016;40(1):103-112.CrossRef Knijn N, Mogk SC, Teerenstra S, Simmer F, Nagtegaal ID. Perineural Invasion is a Strong Prognostic Factor in Colorectal Cancer: A Systematic Review. Am J Surg Pathol. 2016;40(1):103-112.CrossRef
25.
go back to reference Saridaki Z, Souglakos J, Georgoulias V. Prognostic and predictive significance of MSI in stages II/III colon cancer. World J Gastroenterol. 2014;20(22):6809-6814.CrossRef Saridaki Z, Souglakos J, Georgoulias V. Prognostic and predictive significance of MSI in stages II/III colon cancer. World J Gastroenterol. 2014;20(22):6809-6814.CrossRef
26.
go back to reference Sargent DJ, Marsoni S, Monges G, Thibodeau SN, Labianca R, Hamilton SR, French AJ, Kabat B, Foster NR, Torri V, Ribic C, Grothey A, Moore M, Zaniboni A, Seitz JF, Sinicrope F, Gallinger S. Defective mismatch repair as a predictive marker for lack of efficacy of fluorouracil-based adjuvant therapy in colon cancer. J Clin Oncol. 2010;28(20):3219-3226.CrossRef Sargent DJ, Marsoni S, Monges G, Thibodeau SN, Labianca R, Hamilton SR, French AJ, Kabat B, Foster NR, Torri V, Ribic C, Grothey A, Moore M, Zaniboni A, Seitz JF, Sinicrope F, Gallinger S. Defective mismatch repair as a predictive marker for lack of efficacy of fluorouracil-based adjuvant therapy in colon cancer. J Clin Oncol. 2010;28(20):3219-3226.CrossRef
27.
go back to reference Klingbiel D, Saridaki Z, Roth AD, Bosman FT, Delorenzi M, Tejpar S. Prognosis of stage II and III colon cancer treated with adjuvant 5-fluorouracil or FOLFIRI in relation to microsatellite status: results of the PETACC-3 trial. Ann Oncol. 2015;26(1):126-132.CrossRef Klingbiel D, Saridaki Z, Roth AD, Bosman FT, Delorenzi M, Tejpar S. Prognosis of stage II and III colon cancer treated with adjuvant 5-fluorouracil or FOLFIRI in relation to microsatellite status: results of the PETACC-3 trial. Ann Oncol. 2015;26(1):126-132.CrossRef
28.
go back to reference Skancke M, Arnott SM, Amdur RL, Siegel RS, Obias VJ, Umapathi BA. Lymphovascular Invasion and Perineural Invasion Negatively Impact Overall Survival for Stage II Adenocarcinoma of the Colon. Dis Colon rectum. 2019;62(2):181-188.CrossRef Skancke M, Arnott SM, Amdur RL, Siegel RS, Obias VJ, Umapathi BA. Lymphovascular Invasion and Perineural Invasion Negatively Impact Overall Survival for Stage II Adenocarcinoma of the Colon. Dis Colon rectum. 2019;62(2):181-188.CrossRef
30.
go back to reference Babcock BD, Aljehani MA, Jabo B, Choi AH, Morgan JW, Selleck MJ, Luca F, Raskin E, Reeves ME, Garberoglio CA, Lum SS, Senthil M. High-Risk Stage II Colon Cancer: Not All Risks Are Created Equal. Ann Surg Oncol. 2018;25(7):1980-1985.CrossRef Babcock BD, Aljehani MA, Jabo B, Choi AH, Morgan JW, Selleck MJ, Luca F, Raskin E, Reeves ME, Garberoglio CA, Lum SS, Senthil M. High-Risk Stage II Colon Cancer: Not All Risks Are Created Equal. Ann Surg Oncol. 2018;25(7):1980-1985.CrossRef
31.
go back to reference Bilimoria KY, Stewart AK, Winchester DP, Ko CY. The National Cancer Data Base: a powerful initiative to improve cancer care in the United States. Ann Surg Oncol. 2008;15(3):683-690.CrossRef Bilimoria KY, Stewart AK, Winchester DP, Ko CY. The National Cancer Data Base: a powerful initiative to improve cancer care in the United States. Ann Surg Oncol. 2008;15(3):683-690.CrossRef
32.
go back to reference Andre T, Boni C, Mounedji-Boudiaf L, Navarro M, Tabernero J, Hickish T, Topham C, Zaninelli M, Clingan P, Bridgewater J, Tabah-Fisch I, de Gramont A, Multicenter International Study of Oxaliplatin/5-Fluorouracil/Leucovorin in the Adjuvant Treatment of Colon Cancer I. Oxaliplatin, fluorouracil, and leucovorin as adjuvant treatment for colon cancer. N Engl J Med. 2004;350(23):2343-2351.CrossRef Andre T, Boni C, Mounedji-Boudiaf L, Navarro M, Tabernero J, Hickish T, Topham C, Zaninelli M, Clingan P, Bridgewater J, Tabah-Fisch I, de Gramont A, Multicenter International Study of Oxaliplatin/5-Fluorouracil/Leucovorin in the Adjuvant Treatment of Colon Cancer I. Oxaliplatin, fluorouracil, and leucovorin as adjuvant treatment for colon cancer. N Engl J Med. 2004;350(23):2343-2351.CrossRef
33.
go back to reference André T, Boni C, Navarro M, Tabernero J, Hickish T, Topham C, Bonetti A, Clingan P, Bridgewater J, Rivera F, De Gramont A. Improved Overall Survival With Oxaliplatin, Fluorouracil, and Leucovorin As Adjuvant Treatment in Stage II or III Colon Cancer in the MOSAIC Trial. Journal of Clinical Oncology. 2009;27(19):3109-3116.CrossRef André T, Boni C, Navarro M, Tabernero J, Hickish T, Topham C, Bonetti A, Clingan P, Bridgewater J, Rivera F, De Gramont A. Improved Overall Survival With Oxaliplatin, Fluorouracil, and Leucovorin As Adjuvant Treatment in Stage II or III Colon Cancer in the MOSAIC Trial. Journal of Clinical Oncology. 2009;27(19):3109-3116.CrossRef
34.
go back to reference Moertel CG, Fleming TR, Macdonald JS, Haller DG, Laurie JA, Tangen CM, Ungerleider JS, Emerson WA, Tormey DC, Glick JH, et al. Intergroup study of fluorouracil plus levamisole as adjuvant therapy for stage II/Dukes' B2 colon cancer. J Clin Oncol. 1995;13(12):2936-2943.CrossRef Moertel CG, Fleming TR, Macdonald JS, Haller DG, Laurie JA, Tangen CM, Ungerleider JS, Emerson WA, Tormey DC, Glick JH, et al. Intergroup study of fluorouracil plus levamisole as adjuvant therapy for stage II/Dukes' B2 colon cancer. J Clin Oncol. 1995;13(12):2936-2943.CrossRef
35.
go back to reference Wilkinson NW, Yothers G, Lopa S, Costantino JP, Petrelli NJ, Wolmark N. Long-term survival results of surgery alone versus surgery plus 5-fluorouracil and leucovorin for stage II and stage III colon cancer: pooled analysis of NSABP C-01 through C-05. A baseline from which to compare modern adjuvant trials. Ann Surg Oncol. 2010;17(4):959-966.CrossRef Wilkinson NW, Yothers G, Lopa S, Costantino JP, Petrelli NJ, Wolmark N. Long-term survival results of surgery alone versus surgery plus 5-fluorouracil and leucovorin for stage II and stage III colon cancer: pooled analysis of NSABP C-01 through C-05. A baseline from which to compare modern adjuvant trials. Ann Surg Oncol. 2010;17(4):959-966.CrossRef
36.
go back to reference Booth CM, Nanji S, Wei X, Peng Y, Biagi JJ, Hanna TP, Krzyzanowska MK, Mackillop WJ. Adjuvant chemotherapy for stage II colon cancer: practice patterns and effectiveness in the general population. Clinical Oncology. 2017;29(1):e29-e38.CrossRef Booth CM, Nanji S, Wei X, Peng Y, Biagi JJ, Hanna TP, Krzyzanowska MK, Mackillop WJ. Adjuvant chemotherapy for stage II colon cancer: practice patterns and effectiveness in the general population. Clinical Oncology. 2017;29(1):e29-e38.CrossRef
37.
go back to reference Verhoeff SR, van Erning FN, Lemmens VE, de Wilt JH, Pruijt JF. Adjuvant chemotherapy is not associated with improved survival for all high-risk factors in stage II colon cancer. Int J Cancer. 2016;139(1):187-193.CrossRef Verhoeff SR, van Erning FN, Lemmens VE, de Wilt JH, Pruijt JF. Adjuvant chemotherapy is not associated with improved survival for all high-risk factors in stage II colon cancer. Int J Cancer. 2016;139(1):187-193.CrossRef
38.
go back to reference Benson III AB, Schrag D, Somerfield MR, Cohen AM, Figueredo AT, Flynn PJ, Krzyzanowska MK, Maroun J, McAllister P, Van Cutsem E. American Society of Clinical Oncology recommendations on adjuvant chemotherapy for stage II colon cancer. Journal of clinical oncology. 2004;22(16):3408-3419.CrossRef Benson III AB, Schrag D, Somerfield MR, Cohen AM, Figueredo AT, Flynn PJ, Krzyzanowska MK, Maroun J, McAllister P, Van Cutsem E. American Society of Clinical Oncology recommendations on adjuvant chemotherapy for stage II colon cancer. Journal of clinical oncology. 2004;22(16):3408-3419.CrossRef
39.
go back to reference Boland GM, Chang GJ, Haynes AB, Chiang YJ, Chagpar R, Xing Y, Hu CY, Feig BW, You YN, Cormier JN. Association between adherence to National Comprehensive Cancer Network treatment guidelines and improved survival in patients with colon cancer. Cancer. 2013;119(8):1593-1601.CrossRef Boland GM, Chang GJ, Haynes AB, Chiang YJ, Chagpar R, Xing Y, Hu CY, Feig BW, You YN, Cormier JN. Association between adherence to National Comprehensive Cancer Network treatment guidelines and improved survival in patients with colon cancer. Cancer. 2013;119(8):1593-1601.CrossRef
40.
go back to reference Amin MB, Edge SB. AJCC cancer staging manual. 8th ed. New York: Springer; 2017. Amin MB, Edge SB. AJCC cancer staging manual. 8th ed. New York: Springer; 2017.
41.
go back to reference Balachandran VP, Gonen M, Smith JJ, DeMatteo RP. Nomograms in oncology: more than meets the eye. Lancet Oncol. 2015;16(4):e173-180.CrossRef Balachandran VP, Gonen M, Smith JJ, DeMatteo RP. Nomograms in oncology: more than meets the eye. Lancet Oncol. 2015;16(4):e173-180.CrossRef
42.
go back to reference Alba A, Agoritsas T, Walsh M, Hanna S, Iorio A, Devereaux P, McGinn T, Guyatt G. Discrimination and Calibration of Clinical Prediction Models: Users’ Guides to the Medical Literature. JAMA. 2017;318:1377.CrossRef Alba A, Agoritsas T, Walsh M, Hanna S, Iorio A, Devereaux P, McGinn T, Guyatt G. Discrimination and Calibration of Clinical Prediction Models: Users’ Guides to the Medical Literature. JAMA. 2017;318:1377.CrossRef
43.
go back to reference Abdel-Rahman O. Revisiting Dukes' paradigm; some node positive colon cancer patients have better prognosis than some node negative patients. Clin Transl Oncol. 2018;20(6):794-800.CrossRef Abdel-Rahman O. Revisiting Dukes' paradigm; some node positive colon cancer patients have better prognosis than some node negative patients. Clin Transl Oncol. 2018;20(6):794-800.CrossRef
44.
go back to reference Gilbar P, Lee A, Pokharel K. Why adjuvant chemotherapy for stage III colon cancer was not given: Reasons for non-recommendation by clinicians or patient refusal. J Oncol Pharm Pract. 2017;23(2):128-134.CrossRef Gilbar P, Lee A, Pokharel K. Why adjuvant chemotherapy for stage III colon cancer was not given: Reasons for non-recommendation by clinicians or patient refusal. J Oncol Pharm Pract. 2017;23(2):128-134.CrossRef
45.
go back to reference Walter V, Boakye D, Weberpals J, Jansen L, Haefeli WE, Martens UM, Knebel P, Chang-Claude J, Hoffmeister M, Brenner H. Decreasing Use of Chemotherapy in Older Patients With Stage III Colon Cancer Irrespective of Comorbidities. J Natl Compr Canc Netw. 2019;17(9):1089-1099.CrossRef Walter V, Boakye D, Weberpals J, Jansen L, Haefeli WE, Martens UM, Knebel P, Chang-Claude J, Hoffmeister M, Brenner H. Decreasing Use of Chemotherapy in Older Patients With Stage III Colon Cancer Irrespective of Comorbidities. J Natl Compr Canc Netw. 2019;17(9):1089-1099.CrossRef
Metadata
Title
Development of a Risk Score and Nomogram to Predict Individual Benefit Attained from the Addition of Adjuvant Chemotherapy in the Treatment of Stage II Colon Cancer
Authors
Daniel W. Nelson
Clay Merritt
Shu-Ching Chang
Gary Grunkemeier
Scott R. Steele
Melanie Goldfarb
Publication date
01-01-2021
Publisher
Springer US
Published in
Journal of Gastrointestinal Surgery / Issue 1/2021
Print ISSN: 1091-255X
Electronic ISSN: 1873-4626
DOI
https://doi.org/10.1007/s11605-020-04757-6

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