Competing-Risk Nomogram for Predicting Cancer- Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery

被引:0
作者
Zhang, Maorun [1 ]
Yu, Tao [2 ]
Jia, Jinyan [1 ]
Zhang, Qi [1 ]
Niu, Heyuan [1 ]
Liu, Gang [1 ]
机构
[1] Tianjin Med Univ, Dept Gen Surg, Gen Hosp, Tianjin, Peoples R China
[2] Tianjin Med Univ, Dept Resp Med, Gen Hosp, Tianjin, Peoples R China
来源
JOVE-JOURNAL OF VISUALIZED EXPERIMENTS | 2024年 / 211期
关键词
TUMOR LOCATION; PROGNOSIS; GENDER; SIZE; TNM;
D O I
10.3791/67433
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cancer-specific survival (CSS) in multiple primary colorectal cancer (MPCC) patients is competitively affected by death from other causes. This study aimed to investigate CSS and associated risk factors by competing risk analysis in MPCC patients. The data of this study is from the SEER database. Using univariable and multivariable analysis of the competitive risk model to weaken the impact of competitive events, it explores the risk factors of CSS and develops a nomogram model. Then, the performance of the model is verified by the ROC curve, calibration curve, and DCA. The study encompasses a total of 8931 patients, with 6255 in the training cohort and 2676 in the validation cohort. Univariable and multivariable analyses showed that sex, Tumor Node Metastasis (TNM) stage, and tumor grade are independent risk factors for cancer-specific survival in MPCC patients. Based on the risk factors, we developed a diagram model to predict CSS. ROC curve, calibration curve, and DCA also show good results. In conclusion, a nomogram is developed that serves as a valuable tool for predicting CSS in MPCC patients, providing clinicians with crucial insights for personalized treatment planning.
引用
收藏
页数:14
相关论文
共 39 条
[1]   Gender- and site-specific differences of colorectal neoplasia relate to vitamin D [J].
Aigner, E. ;
Stadlmayr, A. ;
Huber-Schoenauer, U. ;
Zwerina, J. ;
Husar-Memmer, E. ;
Niederseer, D. ;
Trauner, M. ;
Heuberger, A. ;
Hohla, F. ;
Schett, G. ;
Patsch, W. ;
Datz, C. .
ALIMENTARY PHARMACOLOGY & THERAPEUTICS, 2014, 40 (11-12) :1341-1348
[2]   Introduction to the Analysis of Survival Data in the Presence of Competing Risks [J].
Austin, Peter C. ;
Lee, Douglas S. ;
Fine, Jason P. .
CIRCULATION, 2016, 133 (06) :601-609
[3]   Nomograms in oncology: more than meets the eye [J].
Balachandran, Vinod P. ;
Gonen, Mithat ;
Smith, J. Joshua ;
DeMatteo, Ronald P. .
LANCET ONCOLOGY, 2015, 16 (04) :E173-E180
[4]   Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries [J].
Bray, Freddie ;
Laversanne, Mathieu ;
Sung, Hyuna ;
Ferlay, Jacques ;
Siegel, Rebecca L. ;
Soerjomataram, Isabelle ;
Jemal, Ahmedin .
CA-A CANCER JOURNAL FOR CLINICIANS, 2024, 74 (03) :229-263
[5]   Predicting postoperative peritoneal metastasis in gastric cancer with serosal invasion using a collagen nomogram [J].
Chen, Dexin ;
Liu, Zhangyuanzhu ;
Liu, Wenju ;
Fu, Meiting ;
Jiang, Wei ;
Xu, Shuoyu ;
Wang, Guangxing ;
Chen, Feng ;
Lu, Jianping ;
Chen, Hao ;
Dong, Xiaoyu ;
Li, Guoxin ;
Chen, Gang ;
Zhuo, Shuangmu ;
Yan, Jun .
NATURE COMMUNICATIONS, 2021, 12 (01)
[6]   Synchronous colorectal carcinoma: predisposing factors and characteristics [J].
Chin, C. -C. ;
Kuo, Y. -H. ;
Chiang, J. -M. .
COLORECTAL DISEASE, 2019, 21 (04) :432-440
[7]   Five-Year Outcomes of FOLFIRINOX vs Gemcitabine as Adjuvant Therapy for Pancreatic Cancer A Randomized Clinical Trial [J].
Conroy, Thierry ;
Castan, Florence ;
Lopez, Anthony ;
Turpin, Anthony ;
Ben Abdelghani, Meher ;
Wei, Alice C. ;
Mitry, Emmanuel ;
Biagi, James J. ;
Evesque, Ludovic ;
Artru, Pascal ;
Lecomte, Thierry ;
Assenat, Eric ;
Bauguion, Lucile ;
Ychou, Marc ;
Bouche, Olivier ;
Monard, Laure ;
Lambert, Aurelien ;
Hammel, Pascal .
JAMA ONCOLOGY, 2022, 8 (11) :1571-1578
[8]   Does tumor size have its prognostic role in colorectal cancer? Re-evaluating its value in colorectal adenocarcinoma with different macroscopic growth pattern [J].
Dai, Weixing ;
Li, Yaqi ;
Meng, Xianke ;
Cai, Sanjun ;
Li, Qingguo ;
Cai, Guoxiang .
INTERNATIONAL JOURNAL OF SURGERY, 2017, 45 :105-112
[9]   A Study of Aspects on Gender and Prognosis in Synchronous Colorectal Cancer [J].
Derwinger, Kristoffer ;
Gustavsson, Bengt .
CLINICAL MEDICINE INSIGHTS-ONCOLOGY, 2011, 5 :259-264
[10]   Oestrogen and colorectal cancer: mechanisms and controversies [J].
Foster, Paul A. .
INTERNATIONAL JOURNAL OF COLORECTAL DISEASE, 2013, 28 (06) :737-749