Nomogram and competing risk model to predict recurrence after curative surgical resection of PDAC

被引:7
作者
Ge, Jia-chen [1 ]
Tao, Ming [1 ]
Li, Lei [1 ]
Ma, Zhao-lai [1 ]
Jiang, Bin [1 ]
Yuan, Chun-hui [1 ]
Wang, Hang-yan [1 ]
Peng, Ying [1 ]
Xiu, Dian-rong [1 ]
机构
[1] Peking Univ Third Hosp, Dept Gen Surg, Beijing, Peoples R China
关键词
Pancreatic ductal adenocarcinoma; Local recurrence; Distant metastasis; Nomogram; Recurrence free survival; Competing risk model; PANCREATIC DUCTAL ADENOCARCINOMA; ISOLATED LOCAL RECURRENCE; CIRCULATING TUMOR-CELLS; PROGNOSTIC NOMOGRAM; RE-RESECTION; CANCER; SURGERY; GEMCITABINE; DEFINITION; CONSENSUS;
D O I
10.1016/j.pan.2021.04.010
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
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.
引用
收藏
页码:1102 / 1111
页数:10
相关论文
共 52 条
[21]   A Prognostic Nomogram for Disease-Specific Survival in Patients with Pancreatic Ductal Adenocarcinoma of the Head of the Pancreas Following Pancreaticoduodenectomy [J].
Li, Huang-bao ;
Zhou, Jun ;
Zhao, Feng-qing .
MEDICAL SCIENCE MONITOR, 2018, 24 :6313-6321
[22]   Prognostic factors following curative resection for pancreatic adenocarcinoma - A population-based, linked database analysis of 396 patients [J].
Lim, JE ;
Chien, MW ;
Earle, CC .
ANNALS OF SURGERY, 2003, 237 (01) :74-85
[23]   Surgery for synchronous and metachronous single-organ metastasis of pancreatic cancer: a SEER database analysis and systematic literature review [J].
Liu, Qiaofei ;
Zhang, Ronghua ;
Michalski, Christoph W. ;
Liu, Bing ;
Liao, Quan ;
Kleeff, Jorg .
SCIENTIFIC REPORTS, 2020, 10 (01)
[24]   Proposed preoperative risk factors for early recurrence in patients with resectable pancreatic ductal adenocarcinoma after surgical resection: A multi-center retrospective study [J].
Matsumoto, Ippei ;
Murakami, Yoshiaki ;
Shinzeki, Makoto ;
Asari, Sadaki ;
Goto, Tadahiro ;
Tani, Masaji ;
Motoi, Fuyuhiko ;
Uemura, Kenichiro ;
Sho, Masayuki ;
Satoi, Sohei ;
Honda, Goro ;
Yamaue, Hiroki ;
Unno, Michiaki ;
Akahori, Takahiro ;
Kwon, A-Hon ;
Kurata, Masanao ;
Ajiki, Tetsuo ;
Fukumoto, Takumi ;
Ku, Yonson .
PANCREATOLOGY, 2015, 15 (06) :674-680
[25]   Impact of Portal Vein Involvement from Pancreatic Cancer on Metastatic Pattern After Surgical Resection [J].
Mierke, Franz ;
Hempel, Sebastian ;
Distler, Marius ;
Aust, Daniela E. ;
Saeger, Hans-Detlev ;
Weitz, Juergen ;
Welsch, Thilo .
ANNALS OF SURGICAL ONCOLOGY, 2016, 23 :S730-S736
[26]   Repeat pancreatectomy for pancreatic ductal cancer recurrence in the remnant pancreas after initial pancreatectomy: Is it worthwhile? [J].
Miyazaki, Masaru ;
Yoshitomi, Hideyuki ;
Shimizu, Hiroaki ;
Ohtsuka, Masayuki ;
Yoshidome, Hiroyuki ;
Furukawa, Katsunori ;
Takayasiki, Tsukasa ;
Kuboki, Satoshi ;
Okamura, Daiki ;
Suzuki, Daisuke ;
Nakajima, Masayuki .
SURGERY, 2014, 155 (01) :58-66
[27]   Proton Radiotherapy for Isolated Local Recurrence of Primary Resected Pancreatic Ductal Adenocarcinoma [J].
Mizumoto, Takuya ;
Terashima, Kazuki ;
Matsuo, Yoshiro ;
Nagano, Fumiko ;
Demizu, Yusuke ;
Mima, Masayuki ;
Sulaiman, Nor Shazrina ;
Tokumaru, Sunao ;
Okimoto, Tomoaki ;
Toyama, Hirochika ;
Fukumoto, Takumi .
ANNALS OF SURGICAL ONCOLOGY, 2019, 26 (08) :2587-2594
[28]   Lymph node metastases in resected pancreatic ductal adenocarcinoma: predictors of disease recurrence and survival [J].
Morales-Oyarvide, Vicente ;
Rubinson, Douglas A. ;
Dunne, Richard F. ;
Kozak, Margaret M. ;
Bui, Justin L. ;
Yuan, Chen ;
Qian, Zhi Rong ;
Babic, Ana ;
Da Silva, Annacarolina ;
Nowak, Jonathan A. ;
Khalaf, Natalia ;
Brais, Lauren K. ;
Welch, Marisa W. ;
Zellers, Caitlin L. ;
Ng, Kimmie ;
Chang, Daniel T. ;
Miksad, Rebecca A. ;
Bullock, Andrea J. ;
Tseng, Jennifer F. ;
Swanson, Richard S. ;
Clancy, Thomas E. ;
Linehan, David C. ;
Findeis-Hosey, Jennifer J. ;
Doyle, Leona A. ;
Hornick, Jason L. ;
Ogino, Shuji ;
Fuchs, Charles S. ;
Hezel, Aram F. ;
Koong, Albert C. ;
Wolpin, Brian M. .
BRITISH JOURNAL OF CANCER, 2017, 117 (12) :1874-1882
[29]   Distal Pancreatectomy with en Bloc Celiac Axis Resection (Modified Appleby Procedure) for Locally Advanced Pancreatic Body Cancer: A Single-Center Review of 80 Consecutive Patients [J].
Nakamura, Toru ;
Hirano, Satoshi ;
Noji, Takehiro ;
Asano, Toshimichi ;
Okamura, Keisuke ;
Tsuchikawa, Takahiro ;
Murakami, Soichi ;
Kurashima, Yo ;
Ebihara, Yuma ;
Nakanishi, Yoshitsugu ;
Tanaka, Kimitaka ;
Shichinohe, Toshiaki .
ANNALS OF SURGICAL ONCOLOGY, 2016, 23 :S969-S975
[30]   Preoperative predictors for early recurrence of resectable pancreatic cancer [J].
Nishio, Kohei ;
Kimura, Kenjiro ;
Amano, Ryosuke ;
Yamazoe, Sadaaki ;
Ohrira, Go ;
Nakata, Bunzo ;
Hirakawa, Kosei ;
Ohira, Masaichi .
WORLD JOURNAL OF SURGICAL ONCOLOGY, 2017, 15