A nomogram prediction model for lymph node metastasis risk after neoadjuvant chemoradiotherapy in rectal cancer patients based on SEER database

被引:1
作者
Liu, Xiaoshuang [1 ,2 ]
Sha, Li [1 ]
Huang, Cheng [2 ]
Kong, Xiancheng [1 ]
Yan, Feihu [2 ]
Shi, Xiaohui [2 ]
Tang, Xuefeng [1 ]
机构
[1] Shanghai Univ Tradit Chinese Med, Shuguang Hosp, Dept Gen Surg, Shanghai, Peoples R China
[2] Shanghai Changhai Hosp, Dept Colorectal Surg, Shanghai, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2023年 / 13卷
基金
芬兰科学院;
关键词
rectal cancer (RC); lymph node metastasis; neoadjuvant chemoradiotherapy (NACRT); nomogram; prediction model; SEER; CHEMORADIATION THERAPY; COLORECTAL-CANCER; LOCAL EXCISION;
D O I
10.3389/fonc.2023.1098087
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundRectal cancer patients who received neoadjuvant chemoradiotherapy (CRT) may have a lower cancer stage and a better prognosis. Some patients may be able to avoid invasive surgery. It is critical to accurately assess lymph node metastases (LNM) after neoadjuvant chemoradiotherapy. The goal of this study is to identify clinical variables associated with LNM and to develop a nomogram for LNM prediction in rectal cancer patients following nCRT. MethodsFrom 2010 to 2015, patients were drawn from the Surveillance, Epidemiology, and End Results (SEER) database. To identify clinical factors associated with LNM, the least absolute shrinkage and selection operator (LASSO) aggression and multivariate logistic regression analyses were used. To predict the likelihood of LNM, a nomogram based on multivariate logistic regression was created using decision curve analyses. ReslutThe total number of patients included in this study was 6,388. The proportion of patients with pCR was 17.50% (n=1118), and the proportion of patients with primary tumor pCR was 20.84% (n = 1,331). The primary tumor was pCR in 16.00% (n=213) of the patients. Age, clinical T stage, clinical N stage, and histology were found to be significant independent clinical predictors of LNM using LASSO and multivariate logistic regression analysis. The nomogram was developed based on four clinical factors. The 5-year overall survival rate was 78.9 percent for those with ypN- and 66.3 percent for those with ypN+, respectively (P<0.001). ConclusionPatients over 60 years old, with clinical T1-2, clinical N0, and adenocarcinoma may be more likely to achieve ypN0. The watch-and-wait (WW) strategy may be considered. Patients who had ypN0 or pCR had a better prognosis.
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页数:9
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共 35 条
[1]  
Ahmadi Omid, 2014, N Z Med J, V127, P31
[2]   Rectal Cancer, Version 6.2020 Featured Updates to the NCCN Guidelines [J].
Benson, Al B., III ;
Venook, Alan P. ;
Al-Hawary, Mahmoud M. ;
Arain, Mustafa A. ;
Chen, Yi-Jen ;
Ciombor, Kristen K. ;
Cohen, Stacey ;
Cooper, Harry S. ;
Deming, Dustin ;
Garrido-Laguna, Ignacio ;
Grem, Jean L. ;
Gunn, Andrew ;
Hoffe, Sarah ;
Hubbard, Joleen ;
Hunt, Steven ;
Kirilcuk, Natalie ;
Krishnamurthi, Smitha ;
Messersmith, Wells A. ;
Meyerhardt, Jeffrey ;
Miller, Eric D. ;
Mulcahy, Mary F. ;
Nurkin, Steven ;
Overman, Michael J. ;
Parikh, Aparna ;
Patel, Hitendra ;
Pedersen, Katrina ;
Saltz, Leonard ;
Schneider, Charles ;
Shibata, David ;
Skibber, John M. ;
Sofocleous, Constantinos T. ;
Stoffel, Elena M. ;
Stotsky-Himelfarb, Eden ;
Willett, Christopher G. ;
Johnson-Chilla, Alyse ;
Gurski, Lisa A. .
JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2020, 18 (07) :807-815
[3]   Clinicopathological characteristics predict lymph node metastases in ypT0-2 rectal cancer after chemoradiotherapy [J].
Bosch, Steven L. ;
Vermeer, Thomas A. ;
West, Nicholas P. ;
Swellengrebel, Hendrik A. M. ;
Marijnen, Corrie A. M. ;
Cats, Annemieke ;
Verhoef, Cornelis ;
van Lijnschoten, Ineke ;
de Wilt, Johannes H. W. ;
Rutten, Harm J. ;
Nagtegaal, Iris D. .
HISTOPATHOLOGY, 2016, 69 (05) :839-848
[4]   PD-1 Blockade in Mismatch Repair-Deficient, Locally Advanced Rectal Cancer [J].
Cercek, Andrea ;
Lumish, Melissa ;
Sinopoli, Jenna ;
Weiss, Jill ;
Shia, Jinru ;
Lamendola-Essel, Michelle ;
El Dika, Imane H. ;
Segal, Neil ;
Shcherba, Marina ;
Sugarman, Ryan ;
Stadler, Zsofia ;
Yaeger, Rona ;
Smith, J. Joshua ;
Rousseau, Benoit ;
Argiles, Guillem ;
Patel, Miteshkumar ;
Desai, Avni ;
Saltz, Leonard B. ;
Widmar, Maria ;
Iyer, Krishna ;
Zhang, Janie ;
Gianino, Nicole ;
Crane, Christopher ;
Romesser, Paul B. ;
Pappou, Emmanouil P. ;
Paty, Philip ;
Garcia-Aguilar, Julio ;
Gonen, Mithat ;
Gollub, Marc ;
Weiser, Martin R. ;
Schalper, Kurt A. ;
Diaz, Luis A. .
NEW ENGLAND JOURNAL OF MEDICINE, 2022, 386 (25) :2363-2376
[5]   Nomogram predicting the cancer-specific survival of early-onset colorectal cancer patients with synchronous liver metastasis: a population-based study [J].
Ding, Xueliang ;
Yang, Xiaodong ;
Wu, Dafu ;
Huang, Yaguang ;
Dai, Yanwen ;
Li, Jiajing ;
Chang, Weilong ;
Chi, Mozhen ;
Tian, Shaobo .
INTERNATIONAL JOURNAL OF COLORECTAL DISEASE, 2022, 37 (06) :1309-1319
[6]   Regularization Paths for Generalized Linear Models via Coordinate Descent [J].
Friedman, Jerome ;
Hastie, Trevor ;
Tibshirani, Rob .
JOURNAL OF STATISTICAL SOFTWARE, 2010, 33 (01) :1-22
[7]   Organ Preservation in Patients With Rectal Adenocarcinoma Treated With Total Neoadjuvant Therapy [J].
Garcia-Aguilar, Julio ;
Patil, Sujata ;
Gollub, Marc J. ;
Kim, Jin K. ;
Yuval, Jonathan B. ;
Thompson, Hannah M. ;
Verheij, Floris S. ;
Omer, Dana M. ;
Lee, Meghan ;
Dunne, Richard F. ;
Marcet, Jorge ;
Cataldo, Peter ;
Polite, Blase ;
Herzig, Daniel O. ;
Liska, David ;
Oommen, Samuel ;
Friel, Charles M. ;
Ternent, Charles ;
Coveler, Andrew L. ;
Hunt, Steven ;
Gregory, Anita ;
Varma, Madhulika G. ;
Bello, Brian L. ;
Carmichael, Joseph C. ;
Krauss, John ;
Gleisner, Ana ;
Paty, Philip B. ;
Weiser, Martin R. ;
Nash, Garrett M. ;
Pappou, Emmanouil ;
Guillem, Jose G. ;
Temple, Larissa ;
Wei, Iris H. ;
Widmar, Maria ;
Lin, Sabrina ;
Segal, Neil H. ;
Cercek, Andrea ;
Yaeger, Rona ;
Smith, J. Joshua ;
Goodman, Karyn A. ;
Wu, Abraham J. ;
Saltz, Leonard B. .
JOURNAL OF CLINICAL ONCOLOGY, 2022, 40 (23) :2546-+
[8]   Rectal cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up [J].
Glynne-Jones, R. ;
Wyrwicz, L. ;
Tiret, E. ;
Brown, G. ;
Rodel, C. ;
Cervantes, A. ;
Arnold, D. .
ANNALS OF ONCOLOGY, 2017, 28 :22-40
[9]   Prevalence of nodal involvement in rectal cancer after chemoradiotherapy [J].
Haak, H. E. ;
Beets, G. L. ;
Peeters, K. ;
Nelemans, P. J. ;
Valentini, V. ;
Rodel, C. ;
Kuo, L. ;
Calvo, F. A. ;
Garcia-Aguilar, J. ;
Glynne-Jones, R. ;
Pucciarelli, S. ;
Suarez, J. ;
Theodoropoulos, G. ;
Biondo, S. ;
Lambregts, D. M. J. ;
Beets-Tan, R. G. H. ;
Maas, M. .
BRITISH JOURNAL OF SURGERY, 2021, 108 (10) :1251-1258
[10]   Operative versus nonoperative treatment for stage 0 distal rectal cancer following chemoradiation therapy - Long-term results [J].
Habr-Gama, A ;
Perez, RO ;
Nadalin, W ;
Sabbaga, J ;
Ribeiro, U ;
Sousa, AHSE ;
Campos, FG ;
Kiss, DR ;
Gama-Rodrigues, J .
ANNALS OF SURGERY, 2004, 240 (04) :711-717