Background: Surgical resection remains the only potentially curative treatment for pancreatic ductal adenocarcinoma (PDAC). However, a number of patients get disease recurred in a short time postoperation. Few studies have focused on the predictors of different recurrence patterns of PDAC. Objective: To try to establish and verify a nomogram to predict recurrence free survival (RFS) in PDAC patients, and to distinguish the risk factors of local recurrence first and distant metastasis first via competing risk model. Methods: Patients who underwent radical pancreatectomy for PDAC in our center from 2010 to 2018 were reviewed retrospectively. Kaplan-Meier methods and multivariate Cox regression analyses were used to identify the clinicopathological predictors of recurrence post-operation. And then, a nomogram was constructed and validated. Competing risk regression model was used to compare the predictors between local recurrence group and distant metastasis group. Results: A total of 200 patients were included into the final analysis, and 153 patients got disease relapsed post-operation. CA19-9 level, vascular resection, tumor differentiation, lymph node ratio (LNR) and adjuvant chemotherapy were identified as independent risk factors for recurrence free survival (RFS) and incorporated into the nomogram. The C-index of the nomogram was 0.650. Competing risk model indicated that the status of lymph-node metastasis was significantly associated the patterns of first relapse. Conclusions: Nomogram and competing risk model were constructed to quantify the risk of recurrence following surgery for PDAC. Our findings may be useful for predicting RFS and recurrence pattern in clinical work. (c) 2021 IAP and EPC. Published by Elsevier B.V. All rights reserved.
机构:
Univ Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Catenacci, Daniel V. T.
Chapman, Christopher G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago Med & Biol Sci, Ctr Endoscop Res & Therapeut, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Chapman, Christopher G.
Xu, Peng
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h-index: 0
机构:
Univ Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Xu, Peng
Koons, Ann
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h-index: 0
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Univ Chicago Med & Biol Sci, Ctr Endoscop Res & Therapeut, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Koons, Ann
Konda, Vani J.
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h-index: 0
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Univ Chicago Med & Biol Sci, Ctr Endoscop Res & Therapeut, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Konda, Vani J.
Siddiqui, Uzma D.
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h-index: 0
机构:
Univ Chicago Med & Biol Sci, Ctr Endoscop Res & Therapeut, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Siddiqui, Uzma D.
Waxman, Irving
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h-index: 0
机构:
Univ Chicago Med & Biol Sci, Ctr Endoscop Res & Therapeut, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21205 USAUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Groot, Vincent P.
van Santvoort, Hjalmar C.
论文数: 0引用数: 0
h-index: 0
机构:
St Antonius Hosp Nieuwegein, Dept Surg, Nieuwegein, Netherlands
Acad Med Ctr Amsterdam, Dept Surg, Amsterdam, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
van Santvoort, Hjalmar C.
Rombouts, Steffi J. E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Rombouts, Steffi J. E.
Hagendoorn, Jeroen
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h-index: 0
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Hagendoorn, Jeroen
Rinkes, Inne H. M. Bore
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h-index: 0
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Rinkes, Inne H. M. Bore
van Vulpen, Marco
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Radiat Oncol, Utrecht, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
van Vulpen, Marco
Herman, Joseph M.
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h-index: 0
机构:
Johns Hopkins Univ, Dept Radiat Oncol, Sch Med, Baltimore, MD USAUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Herman, Joseph M.
Wolfgang, Christopher L.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21205 USAUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Wolfgang, Christopher L.
Besselink, Marc G.
论文数: 0引用数: 0
h-index: 0
机构:
Acad Med Ctr Amsterdam, Dept Surg, Amsterdam, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Besselink, Marc G.
Molenaar, I. Quintus
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Guo, Shi-wei
Shen, Jing
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h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
971 Hosp Navy, Dept Gen Surg, Qingdao 266071, Shandong, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Shen, Jing
Gao, Jun-hui
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Biotecan Pharmaceut Co Ltd, Zhangjiang Ctr Translat Med, Shanghai 201204, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Gao, Jun-hui
Shi, Xiao-han
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Shi, Xiao-han
Gao, Sui-zhi
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h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Gao, Sui-zhi
Wang, Huan
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h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Wang, Huan
Li, Bo
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h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Li, Bo
Yuan, Wei-lan
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h-index: 0
机构:
Shanghai Biotecan Pharmaceut Co Ltd, Zhangjiang Ctr Translat Med, Shanghai 201204, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Yuan, Wei-lan
Lin, Ling
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h-index: 0
机构:
Shanghai Biotecan Pharmaceut Co Ltd, Zhangjiang Ctr Translat Med, Shanghai 201204, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Lin, Ling
Jin, Gang
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
机构:
Univ Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Catenacci, Daniel V. T.
Chapman, Christopher G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago Med & Biol Sci, Ctr Endoscop Res & Therapeut, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Chapman, Christopher G.
Xu, Peng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Xu, Peng
Koons, Ann
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago Med & Biol Sci, Ctr Endoscop Res & Therapeut, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Koons, Ann
Konda, Vani J.
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h-index: 0
机构:
Univ Chicago Med & Biol Sci, Ctr Endoscop Res & Therapeut, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Konda, Vani J.
Siddiqui, Uzma D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago Med & Biol Sci, Ctr Endoscop Res & Therapeut, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
Siddiqui, Uzma D.
Waxman, Irving
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago Med & Biol Sci, Ctr Endoscop Res & Therapeut, Chicago, IL 60637 USAUniv Chicago Med & Biol Sci, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21205 USAUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Groot, Vincent P.
van Santvoort, Hjalmar C.
论文数: 0引用数: 0
h-index: 0
机构:
St Antonius Hosp Nieuwegein, Dept Surg, Nieuwegein, Netherlands
Acad Med Ctr Amsterdam, Dept Surg, Amsterdam, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
van Santvoort, Hjalmar C.
Rombouts, Steffi J. E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Rombouts, Steffi J. E.
Hagendoorn, Jeroen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Hagendoorn, Jeroen
Rinkes, Inne H. M. Bore
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Rinkes, Inne H. M. Bore
van Vulpen, Marco
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Radiat Oncol, Utrecht, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
van Vulpen, Marco
Herman, Joseph M.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Dept Radiat Oncol, Sch Med, Baltimore, MD USAUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Herman, Joseph M.
Wolfgang, Christopher L.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21205 USAUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Wolfgang, Christopher L.
Besselink, Marc G.
论文数: 0引用数: 0
h-index: 0
机构:
Acad Med Ctr Amsterdam, Dept Surg, Amsterdam, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
Besselink, Marc G.
Molenaar, I. Quintus
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, NetherlandsUniv Med Ctr Utrecht, Ctr Canc, Dept Surg, POB 85500,Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Guo, Shi-wei
Shen, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
971 Hosp Navy, Dept Gen Surg, Qingdao 266071, Shandong, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Shen, Jing
Gao, Jun-hui
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Biotecan Pharmaceut Co Ltd, Zhangjiang Ctr Translat Med, Shanghai 201204, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Gao, Jun-hui
Shi, Xiao-han
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Shi, Xiao-han
Gao, Sui-zhi
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Gao, Sui-zhi
Wang, Huan
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Wang, Huan
Li, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Li, Bo
Yuan, Wei-lan
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Biotecan Pharmaceut Co Ltd, Zhangjiang Ctr Translat Med, Shanghai 201204, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Yuan, Wei-lan
Lin, Ling
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Biotecan Pharmaceut Co Ltd, Zhangjiang Ctr Translat Med, Shanghai 201204, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China
Lin, Ling
Jin, Gang
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Navy Mil Med Univ, Changhai Hosp, Dept Hepatobiliary Pancreat Surg, Shanghai 200433, Peoples R China