Prognostic Nomogram for pancreatic cancer with lung metastasis: a SEER database-based study

被引:7
作者
Ding, Jiachun [1 ]
Ren, Jiaqiang [1 ]
Chen, Fan [1 ]
Yue, Yangyang [1 ]
Ren, Chao [1 ]
Wang, Xirui [1 ]
Ma, Qingyong [1 ]
Wu, Zheng [1 ]
Wang, Zheng [1 ]
机构
[1] Xi An Jiao Tong Univ, Dept Hepatobiliary Surg, Affiliated Hosp 1, 277 West Yanta Rd, Xian 710061, Shaanxi Provinc, Peoples R China
基金
中国国家自然科学基金;
关键词
Nomogram; Pancreatic cancer; SEER; Survival analysis; LIVER METASTASES; PRIMARY TUMOR; RESECTION; CARCINOMA; ADENOCARCINOMA; SURVIVAL; THERAPY; SITE;
D O I
10.1097/JP9.0000000000000059
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Objectives:To establish Nomogram to predict the overall survival (OS) rate of pancreatic cancer patients with lung metastasis by utilizing the database of the Surveillance, Epidemiology, and End Results (SEER) Program.Methods:We obtained the data of 363 pancreatic cancer patients with lung metastasis who were diagnosed between 2010 and 2016 from the SEER database. These patients were randomly divided into training (n = 255) and validation (n = 108) cohorts. The Cox proportional hazards regression model was performed to evaluate the prognostic effects of multiple clinicopathologic factors on OS. Significant prognostic factors were combined to build Nomogram. The predictive performance of Nomogram was evaluated via internal (training cohort data) and external validation (validation cohort data) by calculating index of concordance (C-index) and plotting area under curve (AUC) and calibration curves. All data from SEER database have been fully de-identified and may be used without further independent ethics committee approval.Results:In the training cohort, the results of Cox proportional hazards regression model showed that, tumor location, surgery, chemotherapy and other organ of metastasis were significantly associated with the survival prognosis (P < .05). These factors were used to establish Nomogram. The Nomogram showed good accuracy in predicting OS rate, with C-index of 0.727 [95%CI was (0.689, 0.764)] in internal validation and C-index of 0.738 [95%CI was (0.679, 0.796)] in external validation. All calibration curves showed excellent consistency between prediction by Nomogram and actual observation.Conclusion:Novel Nomogram for pancreatic cancer patients with lung metastasis was established to predict OS in our study. It has good prognostic significance. And it could provide the clinicians with more accurate and practical predictive tools which can quickly and accurately assess the patients' survival prognosis individually, and make clinical suggestion for doctors in the follow-up treatment of patients.
引用
收藏
页码:28 / 36
页数:9
相关论文
共 27 条
[2]   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
[3]   Borderline resectable pancreatic cancer: A consensus statement by the International Study Group of Pancreatic Surgery (ISGPS) [J].
Bockhorn, Maximilian ;
Uzunoglu, Faik G. ;
Adham, Mustapha ;
Imrie, Clem ;
Milicevic, Miroslav ;
Sandberg, Aken A. ;
Asbun, Horacio J. ;
Bassi, Claudio ;
Buechler, Markus ;
Charnley, Richard M. ;
Conlon, Kevin ;
Cruz, Laureano Fernandez ;
Dervenis, Christos ;
Fingerhutt, Abe ;
Friess, Helmut ;
Gouma, Dirk J. ;
Hartwig, Werner ;
Lillemoe, Keith D. ;
Montorsi, Marco ;
Neoptolemos, John P. ;
Shrikhande, Shailesh V. ;
Takaori, Kyoichi ;
Traverso, William ;
Vashist, Yogesh K. ;
Vollmer, Charles ;
Yeo, Charles J. ;
Izbicki, Jakob R. .
SURGERY, 2014, 155 (06) :977-988
[4]   Cancer Statistics in China, 2015 [J].
Chen, Wanqing ;
Zheng, Rongshou ;
Baade, Peter D. ;
Zhang, Siwei ;
Zeng, Hongmei ;
Bray, Freddie ;
Jemal, Ahmedin ;
Yu, Xue Qin ;
He, Jie .
CA-A CANCER JOURNAL FOR CLINICIANS, 2016, 66 (02) :115-132
[5]   Is there a role for surgical resection in patients with pancreatic cancer with liver metastases responding to chemotherapy? [J].
Crippa, S. ;
Bittoni, A. ;
Sebastiani, E. ;
Partelli, S. ;
Zanon, S. ;
Lanese, A. ;
Andrikou, K. ;
Muffatti, F. ;
Balzano, G. ;
Reni, M. ;
Cascinu, S. ;
Falconi, M. .
EJSO, 2016, 42 (10) :1533-1539
[6]   Collaborative Staging and Its Impact on Cancer Registry Data: Information for Data Users on Analysis and Interpretation of Registry Data Preface [J].
Cronin, Kathleen A. ;
Ries, Lynn A. G. ;
Edwards, Brenda K. .
CANCER, 2014, 120 (23) :3755-3757
[7]   Treatment of Metachronous and Simultaneous Liver Metastases of Pancreatic Cancer [J].
Duenschede, F. ;
Will, L. ;
von Langsdorf, C. ;
Moehler, M. ;
Galle, P. R. ;
Otto, G. ;
Vahl, C. F. ;
Junginger, T. .
EUROPEAN SURGICAL RESEARCH, 2010, 44 (3-4) :209-213
[8]   Is resection of periampullary or pancreatic adenocarcinoma with synchronous hepatic metastasis justified? [J].
Gleisner, Ana Luiza ;
Assumpcao, Lia ;
Cameron, John L. ;
Wolfgang, Christopher L. ;
Choti, Michael A. ;
Herman, Joseph M. ;
Schulick, Richard D. ;
Pawlik, Timothy M. .
CANCER, 2007, 110 (11) :2484-2492
[9]  
Harrell FE, 1996, STAT MED, V15, P361, DOI 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO
[10]  
2-4