A New Nomogram for Predicting the Postoperative Overall Survival in Patients with Middle-Aged and Elderly Rectal Cancer: A Single Center Retrospective Study in Chinese Population

References

• Sung H, Ferlay J, Siegel RL. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71(3):209–249. doi:10.3322/caac.21660
   PubMed Web of Science ®Google Scholar
• Bray F, Ferlay J, Soerjomataram I, et al. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2018;68(6):394–424. doi:10.3322/caac.21492
   PubMed Web of Science ®Google Scholar
• Feng RM, Zong YN, Cao SM, et al. Current cancer situation in China: good or bad news from the 2018 Global Cancer Statistics? Cancer Commun. 2019;39(1):22. doi:10.1186/s40880-019-0368-6
   PubMed Web of Science ®Google Scholar
• Kim JY, Jang ES, Park SY, et al. Distinct characteristics of colorectal cancer and frequency of right colon cancer in elderly patients of Korea. J Korean Geriatr Soc. 2010;14(3):147. doi:10.4235/jkgs.2010.14.3.147
   Google Scholar
• Claassen Y, Vermeer N, Iversen LH, et al. Treatment and survival of rectal cancer patients over the age of 80 years: a EURECCA international comparison. Br J Cancer. 2018;4(119):517–522. doi:10.1038/s41416-018-0215-6
   Web of Science ®Google Scholar
• Sarfati D, Koczwara B, Jackson C. The impact of comorbidity on cancer and its treatment. Cancer J Clin. 2016;66(4):337–350. doi:10.3322/caac.21342
   PubMed Web of Science ®Google Scholar
• Austin AM, Kapadia NS, Brooks GA, et al. Comparison of treatment of early-stage breast cancer among Nurses’ Health Study participants and other Medicare beneficiaries. Breast Cancer Res Treat. 2019;174(3):759–767. doi:10.1007/s10549-018-05098-4
   PubMed Web of Science ®Google Scholar
• Lin KY, Tai C, Hsu JC, et al. Overexpression of nuclear protein kinase CK2 alpha catalytic subunit (CK2alpha) as a poor prognosticator in human colorectal cancer. PLoS One. 2011;6(2):e17193. doi:10.1371/journal.pone.0017193
   PubMed Web of Science ®Google Scholar
• Guo Q, Peng YY, Yang H, et al. Prognostic nomogram for postoperative patients with gastroesophageal junction cancer of no distant metastasis. Front Oncol. 2021;11:643261. doi:10.3389/fonc.2021.643261
   PubMed Web of Science ®Google Scholar
• Li Z, Wei J, Gan X, et al. Construction, validation and, visualization of a web-based nomogram for predicting the overall survival and cancer-specific survival of leiomyosarcoma patients with lung metastasis. J Thorac Dis. 2021;13(5):3076–3092. doi:10.21037/jtd-21-598
   PubMed Web of Science ®Google Scholar
• Wang HH, Dai KN, Li AB, Nomogram Predicting A. Overall and cancer-specific survival of patients with primary bone lymphoma: a large population-based study. Biomed Res Int. 2020;2020(4):4235939. doi:10.1155/2020/4235939
   PubMed Web of Science ®Google Scholar
• Battersby NJ, Bouliotis G, Emmertsen KJ, et al. Development and external validation of a nomogram and online tool to predict bowel dysfunction following restorative rectal cancer resection: the POLARS score. Gut. 2018;67(4):688–696. doi:10.1136/gutjnl-2016-312695
   PubMed Web of Science ®Google Scholar
• Lu J, Zheng ZF, Xie JW, et al. Is the 8th edition of the AJCC TNM staging system sufficiently reasonable for all patients with noncardia gastric cancer? A 12,549-patient international database study. Ann Surg Oncol. 2018;25(7):2002–2011. doi:10.1245/s10434-018-6447-0
   PubMed Web of Science ®Google Scholar
• Sl A, Mc A, Gm A, et al. Topographic lymph node staging system shows prognostic superiority compared to the 8th edition of AJCC TNM in gastric cancer A western monocentric experience. Surg Oncol. 2020;34:223–233.
   PubMed Web of Science ®Google Scholar
• Rutten H, Dulk MD, Lemmens V, et al. Survival of elderly rectal cancer patients not improved: analysis of population based data on the impact of TME surgery. Eur J Cancer. 2007;43(15):2295–2300. doi:10.1016/j.ejca.2007.07.009
   PubMed Web of Science ®Google Scholar
• Liu L, Cao Y, Zhang G, Zhang L, Wang P, Gong J. Long-term outcomes after laparoscopic total mesorectal excision for advanced rectal cancer. South African journal of surgery. Suid Afrikaanse tydskrif vir chirurgie. 2011;49(4):186–189.
   PubMed Web of Science ®Google Scholar
• Wei FZ, Mei SW, Chen JN, et al. Nomograms and risk score models for predicting survival in rectal cancer patients with neoadjuvant therapy. World J Gastroenterol. 2020;26(42):6638–6657. doi:10.3748/wjg.v26.i42.6638
   PubMed Web of Science ®Google Scholar
• Song J, Chen Z, Huang D, et al. Nomogram predicting overall survival of resected locally advanced rectal cancer patients with neoadjuvant chemoradiotherapy. Cancer Manag Res. 2020;12:7375–7382. doi:10.2147/CMAR.S255981
   PubMed Web of Science ®Google Scholar
• Zhang Y, Yan L, Wu Y, et al. Worse treatment response to neoadjuvant chemoradiotherapy in young patients with locally advanced rectal cancer. BMC Cancer. 2020;20(1):854. doi:10.1186/s12885-020-07359-2
   PubMed Web of Science ®Google Scholar
• Liu LL, Sun JD, Xiang ZL. A nomogram to predict the prognosis of patients with unresected rectal adenocarcinoma undergoing chemoradiotherapy: a population-based study. J Cancer. 2021;12(16):4745–4761. doi:10.7150/jca.61642
   PubMed Web of Science ®Google Scholar
• Phipps A, Baron J, Newcomb P. Prediagnostic smoking history, alcohol consumption, and colorectal cancer survival: the Seattle Colon cancer family registry. Cancer. 2011;117(21):4948–4957. doi:10.1002/cncr.26114
   PubMed Web of Science ®Google Scholar
• Zhu Y, Yang SR, Wang PP, et al. Influence of pre-diagnostic cigarette smoking on colorectal cancer survival: overall and by tumour molecular phenotype. Br J Cancer. 2014;110(5):1359–1366. doi:10.1038/bjc.2014.6
   PubMed Web of Science ®Google Scholar
• Liang PS, Chen TY, Giovannucci E. Cigarette smoking and colorectal cancer incidence and mortality: systematic review and meta-analysis. Int J Cancer. 2010;124(10):2406–2415. doi:10.1002/ijc.24191
   Web of Science ®Google Scholar
• Nickelsen T, Jørgensen T, Kronborg O, et al. Lifestyle and 30-day complications to surgery for colorectal cancer. Acta Oncologica. 2005;44(3):218–223. doi:10.1080/02841860510029707
   PubMed Web of Science ®Google Scholar
• Walter V, Jansen L, Hoffmeister M, et al. Smoking and survival of colorectal cancer patients: systematic review and meta-analysis. Ann Oncol. 2014;25(8):1517–1525. doi:10.1093/annonc/mdu040
   PubMed Web of Science ®Google Scholar
• Deo S, Kumar S, Bhoriwal S, et al. Colorectal cancers in low- and middle-income countries-demographic pattern and clinical profile of 970 patients treated at a tertiary care cancer center in India. JCO Glob Oncol. 2021;7:1110–1115. doi:10.1200/GO.21.00111
   PubMedGoogle Scholar
• Jennifer A. Association of family history with cancer recurrence and survival among patients with stage III colon cancer. JAMA. 2008;299(21):2515. doi:10.1001/jama.299.21.2515
   PubMed Web of Science ®Google Scholar
• Tong GX, Chai J, Cheng J, et al. Diagnostic value of rectal bleeding in predicting colorectal cancer: a systematic review. Asian Pac J Cancer Prev. 2014;15(2):1015–1021. doi:10.7314/APJCP.2014.15.2.1015
   PubMedGoogle Scholar
• Kim CG, Ahn JB, Jung M, et al. Preoperative serum carcinoembryonic antigen level as a prognostic factor for recurrence and survival after curative resection followed by adjuvant chemotherapy in stage III colon cancer. Ann Surg Oncol. 2017;24(1):227–235. doi:10.1245/s10434-016-5613-5
   PubMed Web of Science ®Google Scholar
• Shin JK, Kim HC, Lee WY, et al. High preoperative serum CA 19-9 levels can predict poor oncologic outcomes in colorectal cancer patients on propensity score analysis. Ann Surg Treat Res. 2019;96(3):107–115. doi:10.4174/astr.2019.96.3.107
   PubMed Web of Science ®Google Scholar
• Morita S, Nomura T, Fukushima Y, Morimoto T, Hiraoka N, Shibata N. Does serum CA19-9 play a practical role in the management of patients with colorectal cancer? Dis Colon Rectum. 2004;47(2):227–232. doi:10.1007/s10350-003-0041-6
   PubMed Web of Science ®Google Scholar
• Katoh H, Yamashita K, Kokuba Y. Diminishing impact of preoperative carcinoembryonic antigen (CEA) in prognosis of Dukes’ C colorectal cancer. Anticancer Res. 2008;28:1933–1941.
   PubMed Web of Science ®Google Scholar
• Wei J, Huang R, Guo S. ypTNM category combined with AJCC tumor regression grade for screening patients with the worst prognosis after neoadjuvant chemoradiation therapy for locally advanced rectal cancer. Cancer Manag Res. 2018;10:5219–5225. doi:10.2147/CMAR.S179151
   PubMed Web of Science ®Google Scholar
• Chen C, Hsieh M, Hsiao P, et al. A critical reappraisal for the value of tumor size as a prognostic variable in rectal adenocarcinoma. J Cancer. 2017;8(10):1927–1934. doi:10.7150/jca.17930
   PubMed Web of Science ®Google Scholar
• P Kornprat, MJ Pollheimer, RA Lindtner, et al. Value of tumor size as a prognostic variable in colorectal cancer: a critical reappraisal. Am J Clin Oncol. 2011;34(1):43–49. doi:10.1097/COC.0b013e3181cae8dd
   PubMed Web of Science ®Google Scholar
• Liang Y, Li Q, He D, Chen Y, Li J. Tumor size improves the accuracy of the prognostic prediction of T4a stage colon cancer. Sci Rep. 2021;11(1):16264. doi:10.1038/s41598-021-95828-4
   PubMed Web of Science ®Google Scholar
• Numata M, Yamaguchi T, Kinugasa Y, et al. Index of estimated benefit from lateral lymph node dissection for middle and lower rectal cancer. Anticancer Res. 2017;37(5):2549–2555. doi:10.21873/anticanres.11598
   PubMed Web of Science ®Google Scholar
• Yang J, Chen Q, Li J, et al. Short-term clinical and oncological outcome of prolonging operation interval after neoadjuvant chemoradiotherapy for locally advanced middle and low rectal cancer. Cancer Manag Res. 2020;12:2315–2325. doi:10.2147/CMAR.S245794
   PubMed Web of Science ®Google Scholar
• Ding L, Liu GW, Zhao BC, et al. Artificial intelligence system of faster region-based convolutional neural network surpassing senior radiologists in evaluation of metastatic lymph nodes of rectal cancer. Chin Med J. 2019;132(4):379–387. doi:10.1097/CM9.0000000000000095
   PubMed Web of Science ®Google Scholar
• Benedek Z, Boer ST, Bauer O, et al. An overview of five-year survival in rectal cancer in relation to lymph node status. Chirurgia. 2020;115(6):747–755. doi:10.21614/chirurgia.115.6.747
   PubMed Web of Science ®Google Scholar