A novel online calculator to predict early recurrence and long-term survival of patients with resectable pancreatic ductal adenocarcinoma after pancreaticoduodenectomy: A multicenter study

被引:12
|
作者
Zhang, Xiu-Ping [1 ]
Gao, Yuan-Xing [1 ]
Xu, Shuai [2 ]
Zhao, Guo-Dong [1 ]
Hu, Ming-Gen [1 ]
Tan, Xing-Long [1 ]
Zhao, Zhi-Ming [1 ,4 ]
Liu, Rong [1 ,3 ]
机构
[1] Chinese Peoples Liberat Army PLA Gen Hosp, Fac Hepatobiliary Pancreat Surg, Med Ctr 1, Beijing, Peoples R China
[2] Shandong First Med Univ, Dept Liver Transplantat & Hepatobiliary Surg, Shandong Prov Hosp, Jinan, Peoples R China
[3] Chinese Peoples Liberat Army PLA Gen Hosp, Fac Hepatobiliary Pancreat Surg, 28 Fuxing Rd, Beijing 100853, Peoples R China
[4] Chinese Peoples Liberat Army PLA Gen Hosp, Fac Hepatopancreatobiliary Surg, First Med Ctr, 28 Fuxing Rd, Beijing 100853, Peoples R China
关键词
Pancreatic ductal adenocarcinoma; Nomogram calculator; Early recurrence; Long-term survival; CANCER; FIBRINOGEN; RESECTION; DECISION; ALBUMIN; MARKER; RATIO;
D O I
10.1016/j.ijsu.2022.106891
中图分类号
R61 [外科手术学];
学科分类号
摘要
Background: Pancreatic ductal adenocarcinoma (PDAC) is prone to relapse even after radical pancreaticoduodenectomy (PD) (including robotic, laparoscopic and open approach). This study aimed to develop an online nomogram calculator to predict early recurrence (ER) (within one year after surgery) and long-term survival in patients with PDAC. Methods: Patients with PDAC after radical PD were included. Univariate and multivariate logistic regression analysis was used to identify independent risk factors. An online nomogram calculator was developed based on independent risk factors in the training cohort and then tested in the internal and external validation cohorts. Results: Of the 569 patients who met the inclusion criteria, 310, 155, and 104 patients were in the training, internal and external validation cohorts, respectively. Multivariate analysis revealed that preoperative carbohydrate antigen19-9 (CA19-9) [Odds Ratio (OR) 1.002; 95% confidence interval (CI) 1.001-1.003; P = 0.001], fibrinogen/albumin (FAR) (OR 1.132; 95% CI 1.012-1.266; P = 0.029), N stage (OR 2.291; 95% CI 1.283-4.092; P = 0.005), and tumor differentiation (OR 3.321; 95% CI 1.278-8.631; P = 0.014) were independent risk factors for ER. Nomogram based on the above four factors achieved good C-statistics of 0.772, 0.767 and 0.765 in predicting ER in the training, internal and external validation cohorts, respectively. Time-dependent ROC analysis (timeROC) and decision curve analysis (DCA) revealed that the nomogram provided superior diagnostic capacity and net benefit compared with other staging systems. Conclusion: This multi-center study developed and validated an online nomogram calculator that can predict ER and long-term survival in patients with PDAC with high degrees of stability and accuracy.
引用
收藏
页数:10
相关论文
共 50 条
  • [31] Impact of Preoperative Biliary Drainage on Long-Term Survival in Resected Pancreatic Ductal Adenocarcinoma: A Multicenter Observational Study
    Kenichiro Uemura
    Yoshiaki Murakami
    Sohei Satoi
    Masayuki Sho
    Fuyuhiko Motoi
    Manabu Kawai
    Ippei Matsumoto
    Goro Honda
    Masanao Kurata
    Hiroaki Yanagimoto
    Satoshi Nishiwada
    Takumi Fukumoto
    Michiakil Unno
    Hiroki Yamaue
    Annals of Surgical Oncology, 2015, 22 : 1238 - 1246
  • [32] Long term survival after multidisciplinary management of resectable pancreatic adenocarcinoma
    Katz, M. H.
    Fleming, J. B.
    Hwang, R. F.
    Sun, C. C.
    Wolff, R. A.
    Vauthey, J. N.
    Abdalla, E. K.
    Lee, J. E.
    Pisters, P. W.
    Evans, D. B.
    ANNALS OF SURGICAL ONCOLOGY, 2008, 15 : 6 - 6
  • [33] Factors affecting long-term survival after surgical resection of pancreatic ductal adenocarcinoma
    Yoon, Kyoung Won
    Heo, Jin Seok
    Choi, Dong Wook
    Choi, Seoung Ho
    JOURNAL OF THE KOREAN SURGICAL SOCIETY, 2011, 81 (06): : 394 - 401
  • [34] Long-term survival after curative resection for pancreatic ductal adenocarcinoma - Surgical treatment
    Benassai, G.
    Quarto, G.
    Perrotta, S.
    Furino, E.
    Benassai, G. L.
    Amato, B.
    Bianco, T.
    De Palma, G.
    Forestieri, P.
    INTERNATIONAL JOURNAL OF SURGERY, 2015, 21 : S1 - S3
  • [35] Late recurrences of pancreatic cancer in patients with long-term survival after pancreaticoduodenectomy
    Luu, Andreas Minh
    Belyaev, Orlin
    Hoehn, Philipp
    Praktiknjo, Michael
    Janot, Monika
    Uhl, Waldemar
    Braumann, Chris
    JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2021, 12 (02) : 474 - 483
  • [36] The systemic inflammation response index predicts survival and recurrence in patients with resectable pancreatic ductal adenocarcinoma
    Li, Shuo
    Xu, Huaxiang
    Wang, Wenquan
    Gao, Heli
    Li, Hao
    Zhang, Shirong
    Xu, Jinzhi
    Zhang, Wuhu
    Xu, Shuaishuai
    Li, Tianjiao
    Ni, Quanxing
    Yu, Xianjun
    Wu, Chuntao
    Liu, Liang
    CANCER MANAGEMENT AND RESEARCH, 2019, 11 : 3327 - 3337
  • [37] Pancreatic ductal adenocarcinoma: Long-term survival does not equal cure
    Ferrone, Cristina R.
    Pieretti-Vanmarcke, Rafael
    Bloom, Jordan P.
    Zheng, Hui
    Szymonifka, Jackye
    Wargo, Jennifer A.
    Thayer, Sarah P.
    Lauwers, Gregory Y.
    Deshpande, Vikram
    Mino-Kenudson, Mari
    Fernandez-del Castillo, Carlos
    Lillemoe, Keith D.
    Warshaw, Andrew L.
    SURGERY, 2012, 152 (03) : S43 - S49
  • [38] Histological Lymph Node Ratio and Long-Term Survival After Pancreatoduodenectomy for Pancreatic Ductal Adenocarcinoma
    Shaw, C.
    Pericleous, S.
    Patel, K.
    Morare, N.
    Zaban, M. Khosh
    Davidson, B.
    BRITISH JOURNAL OF SURGERY, 2023, 110
  • [39] Long-Term Survival after Resection of Pancreatic Ductal Adenocarcinoma with Late Metachronous Pulmonary Metastasectomy
    Sanjeevi, Srinivas
    Ivanics, Tommy
    Andren-Sandberg, Ake
    JOURNAL OF THE PANCREAS, 2015, 16 (06): : 623 - 625
  • [40] Preoperative risk factors for early recurrence in patients with resectable pancreatic ductal adenocarcinoma after curative intent surgical resection
    Kim, Nam Hee
    Kim, Hong Joo
    HEPATOBILIARY & PANCREATIC DISEASES INTERNATIONAL, 2018, 17 (05) : 450 - 455