Retrospective analysis of risk factors for distant metastasis of early-onset gastric cancer during the perioperative period

被引:6
作者
Bi, Bo [1 ]
Deng, Guo-fei [1 ]
Duan, Yun-min [2 ]
Huang, Zhi-jian [1 ]
Chen, Xiao-yan [1 ]
Zhang, Chang-hua [1 ]
He, Yu-long [1 ,3 ]
机构
[1] Sun Yat Sen Univ, Affiliated Hosp 7, Guangdong Prov Key Lab Digest Canc Res, Shenzhen, Guangdong, Peoples R China
[2] Shandong First Med Univ, Sch Nursing, Shandong Acad Med Sci, Jinan, Shandong, Peoples R China
[3] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Gastrointestinal Surg, Guangzhou, Guangdong, Peoples R China
关键词
gastric cancer; metastasis; early-onset; prediction model; nomogram; PHASE-III; CISPLATIN; SURGERY;
D O I
10.3389/fonc.2023.1003977
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundAlthough the overall global incidence of gastric cancer has been declining, the number of new cases in people under the age of 50 is increasing, which is related to metastasis, late pathological stages, and poor prognosis. There is a scarcity of large-scale studies to evaluate and predict distant metastasis in patients with early-onset gastric cancer. MethodsFrom January 2010 to December 2019, data on early-onset GC patients undergoing surgery were gathered from the Surveillance, Epidemiology, and End Results (SEER) database. We investigated the independent risk factors for distant metastasis in patients with early-onset gastric cancer. Based on these risk factors, we developed a nomogram to predict distant metastasis. The model underwent internal validation on the test set and external validation on 205 patients from the First Affiliated Hospital of Sun Yat-sen University and the seventh Affiliated Hospital of Sun Yat-sen University. The novel nomogram model was then evaluated using the receiver operating characteristic (ROC) curve, calibration, the area under the curve (AUC), and decision curve analysis (DCA). The training set nomogram score was used to classify the different risk clusters of distant metastasis. ResultsOur study enrolled 2217 patients after establishing the inclusion and exclusion criteria, with 1873 having no distant metastasis and 344 having distant metastasis. The tumor size, total lymph nodes, whether or not receiving radiotherapy and chemotherapy, T stage, and N stage were significant predictors of advanced distant metastasis (p < 0.05). The AUC of the ROC analysis demonstrated our model's high accuracy. Simultaneously, the prediction model shows high stability and clinical practicability in the calibration curve and DCA analysis. ConclusionsWe developed an innovative nomogram containing clinical and pathological characteristics to predict distant metastasis in patients younger than 50 years old with gastric cancer. The tool can alert clinicians about distant metastasis and help them develop more effective clinical treatment plans.
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页数:14
相关论文
共 28 条
[1]   Biology of breast cancer in young women [J].
Azim, Hatem A., Jr. ;
Partridge, Ann H. .
BREAST CANCER RESEARCH, 2014, 16 (04)
[2]  
Bray F, 2018, CA-CANCER J CLIN, V68, P394, DOI [10.3322/caac.21492, 10.3322/caac.21609]
[3]   Chemotherapy versus chemoradiotherapy after surgery and preoperative chemotherapy for resectable gastric cancer (CRITICS): an international, open-label, randomised phase 3 trial [J].
Cats, Annemieke ;
Jansen, Edwin P. M. ;
van Grieken, Nicole C. T. ;
Sikorska, Karolina ;
Lind, Pehr ;
Nordsmark, Marianne ;
Kranenbarg, Elma Meershoek-Klein ;
Boot, Henk ;
Trip, Anouk K. ;
Swellengrebel, H. A. Maurits ;
van Laarhoven, Hanneke W. M. ;
Putter, Hein ;
van Sandick, Johanna W. ;
Henegouwen, Mark I. van Berge ;
Hartgrink, Henk H. ;
van Tinteren, Harm ;
van de Velde, Cornelis J. H. ;
Verheij, Marcel .
LANCET ONCOLOGY, 2018, 19 (05) :616-628
[4]   A clinical model to predict distant metastasis in patients with superficial gastric cancer with negative lymph node metastasis and a survival analysis for patients with metastasis [J].
Chen, Jingyu ;
Wu, Lunpo ;
Zhang, Zizhen ;
Zheng, Sheng ;
Lin, Yifeng ;
Ding, Ning ;
Sun, Jiawei ;
Shi, Liuhong ;
Xue, Meng .
CANCER MEDICINE, 2021, 10 (03) :944-955
[5]   Predicting Distant Metastasis in Young-Onset Colorectal Cancer After Surgery: A Retrospective Study [J].
Cheng, Jie ;
Lao, Yao-Jia ;
Wang, Qian ;
Huang, Kai ;
Mou, Juan-Li ;
Feng, Jia-Hui ;
Hu, Fan ;
Lin, Meng-Lu ;
Lin, Jun .
FRONTIERS IN ONCOLOGY, 2022, 12
[6]   Perioperative chemotherapy versus surgery alone for resectable gastroesophageal cancer [J].
Cunningham, David ;
Allum, William H. ;
Stenning, Sally P. ;
Thompson, Jeremy N. ;
Van de Velde, Cornelis J. H. ;
Nicolson, Marianne ;
Scarffe, J. Howard ;
Lofts, Fiona J. ;
Falk, Stephen J. ;
Iveson, Timothy J. ;
Smith, David B. ;
Langley, Ruth E. ;
Verma, Monica ;
Weeden, Simon ;
Chua, Yu Jo .
NEW ENGLAND JOURNAL OF MEDICINE, 2006, 355 (01) :11-20
[7]   Ramucirumab with cisplatin and fluoropyrimidine as first-line therapy in patients with metastatic gastric or junctional adenocarcinoma (RAINFALL): a double-blind, randomised, placebo-controlled, phase 3 trial [J].
Fuchs, Charles S. ;
Shitara, Kohei ;
Di Bartolomeo, Maria ;
Lonardi, Sara ;
Al-Batran, Salah-Eddin ;
Van Cutsem, Eric ;
Ilson, David H. ;
Alsina, Maria ;
Chau, Ian ;
Lacy, Jill ;
Ducreux, Michel ;
Mendez, Guillermo Ariel ;
Alavez, Alejandro Molina ;
Takahari, Daisuke ;
Mansoor, Wasat ;
Enzinger, Peter C. ;
Gorbounova, Vera ;
Wainberg, Zev A. ;
Hegewisch-Becker, Susanna ;
Ferry, David ;
Lin, Ji ;
Carlesi, Roberto ;
Das, Mayukh ;
Shah, Manish A. ;
Luft, Alexander, V ;
Karaseva, Nina A. ;
Kowalyszyn, Rubn Dario ;
Hernandez, Carlos Alberto ;
Csoszi, Tibor ;
De Vita, Ferdinando ;
Pfeiffer, Per ;
Sugimoto, Naotoshi ;
Kocsis, Judit ;
Csilla, Andrs ;
Bodoky, Gyorgy ;
Jaliffe, Georgina Garnica ;
Protsenko, Svetlana ;
Madi, Ayman ;
Wojcik, Elzbieta ;
Brenner, Baruch ;
Folprecht, Gunnar ;
Sarosiek, Tomasz ;
Peltola, Katriina Johanna ;
Bono, Peter ;
Ayala, Hubert ;
Aprile, Giuseppe ;
Gerardo, Cardellino Giovanni ;
Melendez, Fidel David Huitzil ;
Falcone, Alfredo ;
Di Costanzo, Francesco .
LANCET ONCOLOGY, 2019, 20 (03) :420-435
[8]   A Distinct Clinicopathological Feature and Prognosis of Young Gastric Cancer Patients Aged ≤ 45 Years Old [J].
Huang, Qian ;
Zheng, Xiufeng ;
Jiao, Yang ;
Lei, Yanna ;
Li, Xiaoying ;
Bi, Feng ;
Guo, Fukun ;
Wang, Gang ;
Liu, Ming .
FRONTIERS IN ONCOLOGY, 2021, 11
[9]   Gastric cancer treatment in Japan: 2008 annual report of the JGCA nationwide registry [J].
Isobe, Yoh ;
Nashimoto, Atsushi ;
Akazawa, Kohei ;
Oda, Ichiro ;
Hayashi, Kenichi ;
Miyashiro, Isao ;
Katai, Hitoshi ;
Tsujitani, Shunichi ;
Kodera, Yasuhiro ;
Seto, Yasuyuki ;
Kaminishi, Michio .
GASTRIC CANCER, 2011, 14 (04) :301-316
[10]   Non-Small Cell Lung Cancer in Young Patients: An Analysis of Clinical, Pathologic and TNM Stage Characteristics Compared to the Elderly [J].
Jin, Xin ;
Zhao, Xin ;
Liu, Xingsheng ;
Han, Ke ;
Lu, Gaojun ;
Zhang, Yi .
RISK MANAGEMENT AND HEALTHCARE POLICY, 2020, 13 :1301-1307