A Clinicopathological Nomogram to Predict Node Metastasis in Pancreatic Ductal Adenocarcinoma

被引:0
|
作者
Naffouje, Samer A. [1 ]
Tulla, Kiara A. [1 ]
Salti, George, I [2 ,3 ]
机构
[1] Univ Illinois Hosp & Hlth Sci Syst, Dept Gen Surg, Chicago, IL USA
[2] Univ Illinois Hosp & Hlth Sci Syst, Div Surg Oncol, Chicago, IL USA
[3] Edward Canc Ctr, Dept Surg Oncol, Naperville, IL USA
来源
JOURNAL OF THE PANCREAS | 2019年 / 20卷 / 01期
关键词
Adenocarcinoma; Lymph Nodes; Nomograms; Pancreas; EXTENDED RETROPERITONEAL LYMPHADENECTOMY; PERIAMPULLARY ADENOCARCINOMA; PROGNOSTIC-FACTORS; ADJUVANT CHEMOTHERAPY; SURGICAL-TREATMENT; LYMPH-NODES; CANCER; SURVIVAL; PANCREATICODUODENECTOMY; HEAD;
D O I
暂无
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Introduction We aim to develop a nomogram that predicts the nodal status in pancreatic ductal adenocarcinoma. Methods The National Cancer Database for pancreatic ductal adenocarcinoma was used. Patients without distant metastasis who received R0 resection and had = 12 nodes retrieved were considered for the analysis. Significant predictors of N1 were concluded from a multivariate regression model and were used to establish the nomogram, which was internally validated using the 10-fold cross-validation method. Results 6,422 patients were found eligible to derive the nomogram. Overall survival of N0 vs. N1 patients was 35.15 +/- 1.45 vs. 21.82 +/- 0.44 months. The multivariate regression identified increasing age and receiving neoadjuvant radiation as favorable predictors, whereas pancreatic head cancers, lymph-vascular invasion, histologic grade, and pathologic T stage were identified as poor predictors of nodal metastasis. The bias-corrected concordance index for the nomogram was 0.756 (95% CI 0.743-0.769). Calibration was tested based on decile groups and no difference was noted between the predicted and observed N1 (p= 0.804). Youden's index identified the predicted probability of 53.40% to be the optimal cut-off for the nomogram. When applied to pancreatic ductal adenocarcinoma patients with inadequate node sampling (< 12), overall survival for predicted N0 vs. N1 based on the nomogram were 29.90 +/- 1.41 vs. 20.57 +/- 0.72 months which is comparable to those with confirmed N0 vs. N1. Conclusion Prediction of nodal status in pancreatic ductal adenocarcinoma is critical. Development of a nomogram based on available clinicopathological features of the primary tumor to predict nodal involvement in light of inadequate node dissection is feasible.
引用
收藏
页码:30 / 36
页数:7
相关论文
共 50 条
  • [1] Radiomics nomogram for the preoperative prediction of lymph node metastasis in pancreatic ductal adenocarcinoma
    Bian, Yun
    Guo, Shiwei
    Jiang, Hui
    Gao, Suizhi
    Shao, Chengwei
    Cao, Kai
    Fang, Xu
    Li, Jing
    Wang, Li
    Ma, Chao
    Zheng, Jianming
    Jin, Gang
    Lu, Jianping
    CANCER IMAGING, 2022, 22 (01)
  • [2] Radiomics nomogram for the preoperative prediction of lymph node metastasis in pancreatic ductal adenocarcinoma
    Yun Bian
    Shiwei Guo
    Hui Jiang
    Suizhi Gao
    Chengwei Shao
    Kai Cao
    Xu Fang
    Jing Li
    Li Wang
    Chao Ma
    Jianming Zheng
    Gang Jin
    Jianping Lu
    Cancer Imaging, 22
  • [3] A Radiomics Nomogram for the Preoperative Prediction of Lymph Node Metastasis in Pancreatic Ductal Adenocarcinoma
    Gao, Jiahao
    Han, Fang
    Jin, Yingying
    Wang, Xiaoshuang
    Zhang, Jiawen
    FRONTIERS IN ONCOLOGY, 2020, 10
  • [4] Artificial Intelligence to Predict Lymph Node Metastasis at CT in Pancreatic Ductal Adenocarcinoma
    Bian, Yun
    Zheng, Zhilin
    Fang, Xu
    Jiang, Hui
    Zhu, Mengmeng
    Yu, Jieyu
    Zhao, Haiyan
    Zhang, Ling
    Yao, Jiawen
    Lu, Le
    Lu, Jianping
    Shao, Chengwei
    RADIOLOGY, 2023, 306 (01) : 160 - 169
  • [5] Relationship Between Radiomics and Risk of Lymph Node Metastasis in Pancreatic Ductal Adenocarcinoma
    Bian, Yun
    Guo, Shiwei
    Jiang, Hui
    Gao, Suizhi
    Shao, Chenwei
    Cao, Kai
    Fang, Xu
    Li, Jing
    Wang, Li
    Hua, Wenda
    Zheng, Jianming
    Jin, Gang
    Lu, Jianping
    PANCREAS, 2019, 48 (09) : 1195 - 1203
  • [6] Prognostic Impact of Para-aortic Lymph Node Metastasis in Pancreatic Ductal Adenocarcinoma
    Murakami, Yoshiaki
    Uemura, Kenichiro
    Sudo, Takeshi
    Hashimoto, Yasushi
    Yuasa, Yoshio
    Sueda, Taijiro
    WORLD JOURNAL OF SURGERY, 2010, 34 (08) : 1900 - 1907
  • [7] Development and validation of a nomogram to predict liver metastasis in patients with pancreatic ductal adenocarcinoma: a large cohort study
    He, Chaobin
    Zhong, Lixin
    Zhang, Yu
    Cai, Zhiyuan
    Lin, Xiaojun
    CANCER MANAGEMENT AND RESEARCH, 2019, 11 : 3981 - 3990
  • [8] Unexpected Para-aortic Lymph Node Metastasis in Pancreatic Ductal Adenocarcinoma: a Contraindication to Resection?
    Kim, Ji Su
    Hwang, Ho Kyoung
    Lee, Woo Jung
    Kang, Chang Moo
    JOURNAL OF GASTROINTESTINAL SURGERY, 2020, 24 (12) : 2789 - 2799
  • [9] Development and validation of a nomogram to predict liver metastasis for pancreatic ductal adenocarcinoma after radical resection
    Tong, Jingshu
    Jiang, Wei
    Mao, Shuqi
    Wu, Shengdong
    Lu, Caide
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [10] Impact of examined lymph node count on prognosis in patients with lymph node-negative pancreatic body/tail ductal adenocarcinoma
    Li, Yu-Feng
    Xiang, Yu-Cheng
    Zhang, Qiu-Qiang
    Wang, Wei-Lin
    JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2020, 11 (04) : 644 - +