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Erschienen in: International Journal of Colorectal Disease 5/2020

20.02.2020 | Original Article

Nomogram predicting cancer-specific mortality in early-onset rectal cancer: a competing risk analysis

verfasst von: Yufeng Wang, Jiayuan Wu, Hairong He, Huan Ma, Liren Hu, Jiyu Wen, Jun Lyu

Erschienen in: International Journal of Colorectal Disease | Ausgabe 5/2020

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Abstract

Background

The incidence of rectal cancer has meaningfully increased in young patients. However, quantitative evaluation for the competing data of early-onset rectal cancer is lacking. So, we performed a competing risk analysis to calculate the cumulative incidence of death for patients with early-onset rectal cancer and developed a nomogram to predict the probability of cancer-specific mortality for these patients.

Methods

We abstracted data of patients with early-onset rectal cancer between 2004 and 2016 by using the Surveillance, Epidemiology, and End Results program database. The cumulative incidence function was used to calculate the crude cancer-specific mortality of early-onset rectal cancer. Fine and Gray’s proportional sub-distribution hazard model was adopted to explore the risk factors of cancer-specific death. Then, we establish a nomogram to predict their 3-, 5-, and 10-year probabilities.

Results

We identified 9917 patients with early-onset rectal cancer, and they were randomly divided into training (n = 6941) and validation (n = 2976) cohorts. In the training cohort, the 3-, 5-, and 10-year cumulative incidences of cancer-specific death after diagnosis for early-onset rectal cancer were 11.4%, 19.9%, and 28.8%, respectively. Fine and Gray’s model showed that sex, race, marital status, histology, T stage, N stage, M stage, examined lymph nodes, and pretreatment carcinoembryonic antigen were independently associated with cancer-specific mortality. Such factors were selected to develop a prognostic nomogram.

Conclusion

The competing risk nomogram has an ideal performance for predictive cancer-specific mortality in early-onset rectal cancer.
Literatur
1.
Zurück zum Zitat Russell MC, You YN, Hu CY et al (2013) A novel risk-adjusted nomogram for rectal cancer surgery outcomes. JAMA Surg 8:769–777CrossRef Russell MC, You YN, Hu CY et al (2013) A novel risk-adjusted nomogram for rectal cancer surgery outcomes. JAMA Surg 8:769–777CrossRef
2.
Zurück zum Zitat Chong VH, Telisinghe PU, Bickle I et al (2015) Increasing incidence of colorectal cancer, starting at a younger age for rectal compared to colon cancer in Brunei Darussalam. Asian Pac J Cancer Prev 12:5063–5067CrossRef Chong VH, Telisinghe PU, Bickle I et al (2015) Increasing incidence of colorectal cancer, starting at a younger age for rectal compared to colon cancer in Brunei Darussalam. Asian Pac J Cancer Prev 12:5063–5067CrossRef
3.
Zurück zum Zitat Murphy CC, Sanoff Hanna K, Stitzenberg Karyn B et al (2017) Patterns of sociodemographic and clinicopathologic characteristics of stages II and III colorectal cancer patients by age: examining potential mechanisms of young-onset disease. J Cancer Epidemiol 2017:4024580CrossRef Murphy CC, Sanoff Hanna K, Stitzenberg Karyn B et al (2017) Patterns of sociodemographic and clinicopathologic characteristics of stages II and III colorectal cancer patients by age: examining potential mechanisms of young-onset disease. J Cancer Epidemiol 2017:4024580CrossRef
4.
Zurück zum Zitat Watson R, Liu TC, Ruzinova MB (2016) High frequency of KRAS mutation in early onset colorectal adenocarcinoma: implications for pathogenesis. Hum Pathol 56:163–170CrossRef Watson R, Liu TC, Ruzinova MB (2016) High frequency of KRAS mutation in early onset colorectal adenocarcinoma: implications for pathogenesis. Hum Pathol 56:163–170CrossRef
5.
Zurück zum Zitat Guthrie GJ, Charles KA, Roxburgh CS, Horgan PG, McMillan DC, Clarke SJ (2013) The systemic inflammation-based neutrophil-lymphocyte ratio: experience in patients with cancer. Crit Rev Oncol Hematol 88:218–230CrossRef Guthrie GJ, Charles KA, Roxburgh CS, Horgan PG, McMillan DC, Clarke SJ (2013) The systemic inflammation-based neutrophil-lymphocyte ratio: experience in patients with cancer. Crit Rev Oncol Hematol 88:218–230CrossRef
6.
Zurück zum Zitat Hussain N, Gahine R, Mourya J et al (2013) Colorectal cancer in young adults in a tertiary care hospital in Chhattisgarh, Raipur. Indian J Cancer 50:337–340CrossRef Hussain N, Gahine R, Mourya J et al (2013) Colorectal cancer in young adults in a tertiary care hospital in Chhattisgarh, Raipur. Indian J Cancer 50:337–340CrossRef
7.
Zurück zum Zitat Manias E, Aitken R, Dunning T (2001) Colorectal adenocarcinoma in patients under 45 years of age: comparison with older patients in a well-defined French population. Dis Colon Rectum 44:380–387CrossRef Manias E, Aitken R, Dunning T (2001) Colorectal adenocarcinoma in patients under 45 years of age: comparison with older patients in a well-defined French population. Dis Colon Rectum 44:380–387CrossRef
8.
Zurück zum Zitat Yeo SA, Chew MH, Koh PK, Tang CL (2013) Young colorectal carcinoma patients do not have a poorer prognosis: a comparative review of 2,426 cases. Tech Coloproctol 17(6):653–661CrossRef Yeo SA, Chew MH, Koh PK, Tang CL (2013) Young colorectal carcinoma patients do not have a poorer prognosis: a comparative review of 2,426 cases. Tech Coloproctol 17(6):653–661CrossRef
9.
Zurück zum Zitat Bibbins-Domingo K, Grossman DC, Curry SJ et al (2008) Screening for colorectal cancer: US preventive services task force recommendation statement. Ann Intern Med 315:627–637 Bibbins-Domingo K, Grossman DC, Curry SJ et al (2008) Screening for colorectal cancer: US preventive services task force recommendation statement. Ann Intern Med 315:627–637
10.
Zurück zum Zitat Zhang ZY, Luo QF, Yin XW et al (2016) Nomograms to predict survival after colorectal cancer resection without preoperative therapy. BMC Cancer 16:658–679CrossRef Zhang ZY, Luo QF, Yin XW et al (2016) Nomograms to predict survival after colorectal cancer resection without preoperative therapy. BMC Cancer 16:658–679CrossRef
11.
Zurück zum Zitat Balachandran VP, Gonen M, Smith JJ et al (2015) Nomograms in oncology: more than meets the eye. Lancet Oncol 16:173–180CrossRef Balachandran VP, Gonen M, Smith JJ et al (2015) Nomograms in oncology: more than meets the eye. Lancet Oncol 16:173–180CrossRef
12.
Zurück zum Zitat Van GW, Van Stiphout RG, Van DVCJH et al (2015) Nomograms to predict survival and the risk for developing local or distant recurrence in patients with rectal cancer treated with optional short-term radiotherapy. Ann Oncol 26:928–935CrossRef Van GW, Van Stiphout RG, Van DVCJH et al (2015) Nomograms to predict survival and the risk for developing local or distant recurrence in patients with rectal cancer treated with optional short-term radiotherapy. Ann Oncol 26:928–935CrossRef
13.
Zurück zum Zitat Peng J, Ding Y, Tu S et al (2014) Prognostic nomograms for predicting survival and distant metastases in locally advanced rectal cancers. PLoS One 9:e106344CrossRef Peng J, Ding Y, Tu S et al (2014) Prognostic nomograms for predicting survival and distant metastases in locally advanced rectal cancers. PLoS One 9:e106344CrossRef
14.
Zurück zum Zitat Valentini V, van Stiphout RG, Lammering G et al (2011) Nomograms for predicting local recurrence, distant metastases, and overall survival for patients with locally advanced rectal cancer on the basis of European randomized clinical trials. J Clin Oncol 29:3163CrossRef Valentini V, van Stiphout RG, Lammering G et al (2011) Nomograms for predicting local recurrence, distant metastases, and overall survival for patients with locally advanced rectal cancer on the basis of European randomized clinical trials. J Clin Oncol 29:3163CrossRef
15.
Zurück zum Zitat Van Stiphout RG, Valentini V, Buijsen J et al (2014) Nomogram predicting response after chemoradiotherapy in rectal cancer using sequential PETCT imaging: a multicentric prospective study with external validation. Radiother Oncol 113:215–222CrossRef Van Stiphout RG, Valentini V, Buijsen J et al (2014) Nomogram predicting response after chemoradiotherapy in rectal cancer using sequential PETCT imaging: a multicentric prospective study with external validation. Radiother Oncol 113:215–222CrossRef
16.
Zurück zum Zitat Van Walraven C, McAlister FA (2016) Competing risk bias was common in Kaplan-Meier risk estimate published in prominent medical journals. J Clin Epidemiol 69:170–173CrossRef Van Walraven C, McAlister FA (2016) Competing risk bias was common in Kaplan-Meier risk estimate published in prominent medical journals. J Clin Epidemiol 69:170–173CrossRef
17.
Zurück zum Zitat Li JQ, Li X, Gu GH, Ma XT et al (2018) A competing-risks nomogram for predicting probability of death from CRC in Chinese Han patients with stage I-III CRC. Jpn J Clin Oncol 48:1088–1095CrossRef Li JQ, Li X, Gu GH, Ma XT et al (2018) A competing-risks nomogram for predicting probability of death from CRC in Chinese Han patients with stage I-III CRC. Jpn J Clin Oncol 48:1088–1095CrossRef
18.
Zurück zum Zitat Wolkewitz M, Cooper BS, Bonten MJ, Barnett AG, Schumacher M (2014) Interpreting and comparing risks in the presence of competing risks. BMJ 349:g5060CrossRef Wolkewitz M, Cooper BS, Bonten MJ, Barnett AG, Schumacher M (2014) Interpreting and comparing risks in the presence of competing risks. BMJ 349:g5060CrossRef
19.
Zurück zum Zitat Latouche A, Aliqnol A, Beyersmann J, Labopin M, Fine JP (2013) A competing risks analysis should report results on all cause-specific hazards and cumulative incidence functions. J Clin Epidemiol 6:648–653CrossRef Latouche A, Aliqnol A, Beyersmann J, Labopin M, Fine JP (2013) A competing risks analysis should report results on all cause-specific hazards and cumulative incidence functions. J Clin Epidemiol 6:648–653CrossRef
20.
Zurück zum Zitat Parpia S, Thabane L, Julian JA, Whelan TJ, Levine MN (2013) Empirical comparison of methods for analyzing multiple time-to-event outcomes in a non-inferiority trial: a breast cancer study. BMC Med Res Methodol 13:44CrossRef Parpia S, Thabane L, Julian JA, Whelan TJ, Levine MN (2013) Empirical comparison of methods for analyzing multiple time-to-event outcomes in a non-inferiority trial: a breast cancer study. BMC Med Res Methodol 13:44CrossRef
21.
Zurück zum Zitat Fang C, Wang W, Feng W et al (2017) Nomogram individually predicts the overall survival of patients with gastroenteropancreatic neuroendocrine neoplasms. Br J Cancer 117:1544–1550CrossRef Fang C, Wang W, Feng W et al (2017) Nomogram individually predicts the overall survival of patients with gastroenteropancreatic neuroendocrine neoplasms. Br J Cancer 117:1544–1550CrossRef
22.
Zurück zum Zitat Sun F, Ma K, Yang X, Li M, Shi Y, Zhan C, Jiang W, Wang Q (2017) A nomogram to predict prognosis after surgery in early stage non-small cell lung cancer in elderly patients. Int J Surg 42:11–16CrossRef Sun F, Ma K, Yang X, Li M, Shi Y, Zhan C, Jiang W, Wang Q (2017) A nomogram to predict prognosis after surgery in early stage non-small cell lung cancer in elderly patients. Int J Surg 42:11–16CrossRef
23.
Zurück zum Zitat Zhang J, Gong Z, Gong Y (2019) Development and validation of nomograms for prediction of overall survival and cancer-specific survival of patients with stage IV colorectal cancer. Jpn J Clin Oncol 49:438–446CrossRef Zhang J, Gong Z, Gong Y (2019) Development and validation of nomograms for prediction of overall survival and cancer-specific survival of patients with stage IV colorectal cancer. Jpn J Clin Oncol 49:438–446CrossRef
24.
Zurück zum Zitat Markl B (2015) Stage migration vs immunology: the lymph node count story in colon cancer. World J Gastroenterol 21:12218–12233CrossRef Markl B (2015) Stage migration vs immunology: the lymph node count story in colon cancer. World J Gastroenterol 21:12218–12233CrossRef
25.
Zurück zum Zitat May M, Herrmann E, Bolenz C, Brookman-May S, Tiemann A, Moritz R, Fritsche HM, Burger M, Trojan L, Michel MS, Wülfing C, Müller SC, Ellinger J, Buchner A, Stief CG, Tilki D, Wieland WF, Gilfrich C, Höfner T, Hohenfellner M, Haferkamp A, Roigas J, Zacharias M, Bastian PJ (2011) Association between the number of dissected lymph nodes during pelvic lymphadenectomy and cancer-specific survival in patients with lymph node-negative urothelial carcinoma of the bladder undergoing radical cystectomy. Ann Surg Oncol 18:2018–2025CrossRef May M, Herrmann E, Bolenz C, Brookman-May S, Tiemann A, Moritz R, Fritsche HM, Burger M, Trojan L, Michel MS, Wülfing C, Müller SC, Ellinger J, Buchner A, Stief CG, Tilki D, Wieland WF, Gilfrich C, Höfner T, Hohenfellner M, Haferkamp A, Roigas J, Zacharias M, Bastian PJ (2011) Association between the number of dissected lymph nodes during pelvic lymphadenectomy and cancer-specific survival in patients with lymph node-negative urothelial carcinoma of the bladder undergoing radical cystectomy. Ann Surg Oncol 18:2018–2025CrossRef
26.
Zurück zum Zitat Xu C, Liu X, Chen YP et al (2017) Impact of marital status at diagnosis on survival and its change over time between 1973 and 2012 in patients with nasopharyngeal carcinoma: a propensity score-matched analysis. Cancer Med 6:3040–3051CrossRef Xu C, Liu X, Chen YP et al (2017) Impact of marital status at diagnosis on survival and its change over time between 1973 and 2012 in patients with nasopharyngeal carcinoma: a propensity score-matched analysis. Cancer Med 6:3040–3051CrossRef
27.
Zurück zum Zitat Iwashyna TJ, Christakis NA (2004) Marriage, widowhood, and health-care use. Soc Sci Med 57:2137–2147CrossRef Iwashyna TJ, Christakis NA (2004) Marriage, widowhood, and health-care use. Soc Sci Med 57:2137–2147CrossRef
28.
Zurück zum Zitat Carlsson S, Maschino A, Schröder F et al (2013) A novel risk-adjusted nomogram for rectal cancer surgery outcomes. JAMA Surg 148:769–777CrossRef Carlsson S, Maschino A, Schröder F et al (2013) A novel risk-adjusted nomogram for rectal cancer surgery outcomes. JAMA Surg 148:769–777CrossRef
29.
Zurück zum Zitat Yao HH, Shao F, Huang Q, Wu Y, Qiang Zhu Z, Liang W (2014) Nomogram to predict anastomotic leakage after laparoscopic anterior resection with intracorporeal rectal transection and double-stapling technique anastomosis for rectal cancer. Hepato-gastroenterology 61:1257–1261PubMed Yao HH, Shao F, Huang Q, Wu Y, Qiang Zhu Z, Liang W (2014) Nomogram to predict anastomotic leakage after laparoscopic anterior resection with intracorporeal rectal transection and double-stapling technique anastomosis for rectal cancer. Hepato-gastroenterology 61:1257–1261PubMed
30.
Zurück zum Zitat Jwa E, Kim JH, Han S, Park JH, Lim SB, Kim JC, Hong YS, Kim TW, Yu CS (2014) Nomogram to predict ypN status after chemoradiation in patients with locally advanced rectal cancer. Br J Cancer 111:249–254CrossRef Jwa E, Kim JH, Han S, Park JH, Lim SB, Kim JC, Hong YS, Kim TW, Yu CS (2014) Nomogram to predict ypN status after chemoradiation in patients with locally advanced rectal cancer. Br J Cancer 111:249–254CrossRef
Metadaten
Titel
Nomogram predicting cancer-specific mortality in early-onset rectal cancer: a competing risk analysis
verfasst von
Yufeng Wang
Jiayuan Wu
Hairong He
Huan Ma
Liren Hu
Jiyu Wen
Jun Lyu
Publikationsdatum
20.02.2020
Verlag
Springer Berlin Heidelberg
Erschienen in
International Journal of Colorectal Disease / Ausgabe 5/2020
Print ISSN: 0179-1958
Elektronische ISSN: 1432-1262
DOI
https://doi.org/10.1007/s00384-020-03527-9

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