Browse > Article
http://dx.doi.org/10.5230/jgc.2021.21.e33

Risk-Scoring System for Prediction of Non-Curative Endoscopic Submucosal Dissection Requiring Additional Gastrectomy in Patients with Early Gastric Cancer  

Kim, Tae-Se (Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine)
Min, Byung-Hoon (Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine)
Kim, Kyoung-Mee (Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine)
Yoo, Heejin (Biomedical Statistics Center, Data Science Research Institute, Research Institute for Future Medicine, Samsung Medical Center)
Kim, Kyunga (Biomedical Statistics Center, Data Science Research Institute, Research Institute for Future Medicine, Samsung Medical Center)
Min, Yang Won (Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine)
Lee, Hyuk (Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine)
Rhee, Poong-Lyul (Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine)
Kim, Jae J. (Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine)
Lee, Jun Haeng (Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine)
Publication Information
Journal of Gastric Cancer / v.21, no.4, 2021 , pp. 368-378 More about this Journal
Abstract
Purpose: When patients with early gastric cancer (EGC) undergo non-curative endoscopic submucosal dissection requiring gastrectomy (NC-ESD-RG), additional medical resources and expenses are required for surgery. To reduce this burden, predictive model for NC-ESD-RG is required. Materials and Methods: Data from 2,997 patients undergoing ESD for 3,127 forceps biopsy-proven differentiated-type EGCs (2,345 and 782 in training and validation sets, respectively) were reviewed. Using the training set, the logistic stepwise regression analysis determined the independent predictors of NC-ESD-RG (NC-ESD other than cases with lateral resection margin involvement or piecemeal resection as the only non-curative factor). Using these predictors, a risk-scoring system for predicting NC-ESD-RG was developed. Performance of the predictive model was examined internally with the validation set. Results: Rate of NC-ESD-RG was 17.3%. Independent pre-ESD predictors for NC-ESD-RG included moderately differentiated or papillary EGC, large tumor size, proximal tumor location, lesion at greater curvature, elevated or depressed morphology, and presence of ulcers. A risk-score was assigned to each predictor of NC-ESD-RG. The area under the receiver operating characteristic curve for predicting NC-ESD-RG was 0.672 in both training and validation sets. A risk-score of 5 points was the optimal cut-off value for predicting NC-ESD-RG, and the overall accuracy was 72.7%. As the total risk score increased, the predicted risk for NC-ESD-RG increased from 3.8% to 72.6%. Conclusions: We developed and validated a risk-scoring system for predicting NC-ESD-RG based on pre-ESD variables. Our risk-scoring system can facilitate informed consent and decision-making for preoperative treatment selection between ESD and surgery in patients with EGC.
Keywords
Endoscopic mucosal resection; Gastrectomy; Stomach neoplasms;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Kim ER, Lee H, Min BH, Lee JH, Rhee PL, Kim JJ, et al. Effect of rescue surgery after non-curative endoscopic resection of early gastric cancer. Br J Surg 2015;102:1394-1401.   DOI
2 Kim HW, Kim JH, Park JC, Jeon MY, Lee YC, Lee SK, et al. Additive endoscopic resection may be sufficient for patients with a positive lateral margin after endoscopic resection of early gastric cancer. Gastrointest Endosc 2017;86:849-856.   DOI
3 Ohara Y, Toshikuni N, Matsueda K, Mouri H, Yamamoto H. The superficial elevated and depressed lesion type is an independent factor associated with non-curative endoscopic submucosal dissection for early gastric cancer. Surg Endosc 2016;30:4880-4888.   DOI
4 Fluss R, Faraggi D, Reiser B. Estimation of the Youden Index and its associated cutoff point. Biom J 2005;47:458-472.   DOI
5 Hanaoka N, Tanabe S, Mikami T, Okayasu I, Saigenji K. Mixed-histologic-type submucosal invasive gastric cancer as a risk factor for lymph node metastasis: feasibility of endoscopic submucosal dissection. Endoscopy 2009;41:427-432.   DOI
6 Kim EH, Park JC, Song IJ, Kim YJ, Joh DH, Hahn KY, et al. Prediction model for non-curative resection of endoscopic submucosal dissection in patients with early gastric cancer. Gastrointest Endosc 2017;85:976-983.   DOI
7 Han JP, Hong SJ, Choi MH, Song JY, Kim HK, Ko BM, et al. Clinical outcomes of early gastric cancer with lateral margin positivity after endoscopic submucosal dissection. Gastrointest Endosc 2013;78:956-961.   DOI
8 Pyo JH, Lee H, Min BH, Lee JH, Choi MG, Lee JH, et al. Long-term outcome of endoscopic resection vs. surgery for early gastric cancer: a non-inferiority-matched cohort study. Am J Gastroenterol 2016;111:240-249.   DOI
9 Min BH, Kim KM, Park CK, Lee JH, Rhee PL, Rhee JC, et al. Outcomes of endoscopic submucosal dissection for differentiated-type early gastric cancer with histological heterogeneity. Gastric Cancer 2015;18:618-626.   DOI
10 Yamagiwa H, Yoshimura H, Tomiyama H, Onishi T, Matsuzaki O. Clinico-pathological study of gastric cancers in the greater curvature. Acta Pathol Jpn 1984;34:519-527.
11 Nam HS, Choi CW, Kim SJ, Kang DH, Kim HW, Park SB, et al. Preprocedural prediction of non-curative endoscopic submucosal dissection for early gastric cancer. PLoS One 2018;13:e0206179.   DOI
12 Kusano C, Iwasaki M, Kaltenbach T, Conlin A, Oda I, Gotoda T. Should elderly patients undergo additional surgery after non-curative endoscopic resection for early gastric cancer? Long-term comparative outcomes. Am J Gastroenterol 2011;106:1064-1069.   DOI
13 Hirasawa K, Kokawa A, Oka H, Yahara S, Sasaki T, Nozawa A, et al. Risk assessment chart for curability of early gastric cancer with endoscopic submucosal dissection. Gastrointest Endosc 2011;74:1268-1275.   DOI
14 Takizawa K, Ono H, Kakushima N, Tanaka M, Hasuike N, Matsubayashi H, et al. Risk of lymph node metastases from intramucosal gastric cancer in relation to histological types: how to manage the mixed histological type for endoscopic submucosal dissection. Gastric Cancer 2013;16:531-536.   DOI
15 Libanio D, Dinis-Ribeiro M, Pimentel-Nunes P, Dias CC, Rodrigues PP. Predicting outcomes of gastric endoscopic submucosal dissection using a Bayesian approach: a step for individualized risk assessment. Endosc Int Open 2017;5:E563-E572.   DOI
16 Horiuchi Y, Fujisaki J, Yamamoto N, Ishizuka N, Omae M, Ishiyama A, et al. Undifferentiated-type component mixed with differentiated-type early gastric cancer is a significant risk factor for endoscopic non-curative resection. Dig Endosc 2018;30:624-632.   DOI
17 Ohnita K, Isomoto H, Yamaguchi N, Fukuda E, Nakamura T, Nishiyama H, et al. Factors related to the curability of early gastric cancer with endoscopic submucosal dissection. Surg Endosc 2009;23:2713-2719.   DOI
18 Yamada T, Sugiyama H, Ochi D, Akutsu D, Suzuki H, Narasaka T, et al. Risk factors for submucosal and lymphovascular invasion in gastric cancer looking indicative for endoscopic submucosal dissection. Gastric Cancer 2014;17:692-696.   DOI
19 Mita T, Shimoda T. Risk factors for lymph node metastasis of submucosal invasive differentiated type gastric carcinoma: clinical significance of histological heterogeneity. J Gastroenterol 2001;36:661-668.   DOI
20 Ushiku T, Arnason T, Ban S, Hishima T, Shimizu M, Fukayama M, et al. Very well-differentiated gastric carcinoma of intestinal type: analysis of diagnostic criteria. Mod Pathol 2013;26:1620-1631.   DOI
21 Sekiguchi M, Oda I, Taniguchi H, Suzuki H, Morita S, Fukagawa T, et al. Risk stratification and predictive risk-scoring model for lymph node metastasis in early gastric cancer. J Gastroenterol 2016;51:961-970.   DOI
22 Lee HJ, Kim GH, Park DY, Lee BE, Jeon HK, Jhi JH, et al. Is endoscopic submucosal dissection safe for papillary adenocarcinoma of the stomach? World J Gastroenterol 2015;21:3944-3952.   DOI
23 Kang DH, Choi CW, Kim HW, Park SB, Kim SJ, Nam HS, et al. Location characteristics of early gastric cancer treated with endoscopic submucosal dissection. Surg Endosc 2017;31:4673-4679.   DOI
24 Gotoda T, Yanagisawa A, Sasako M, Ono H, Nakanishi Y, Shimoda T, et al. Incidence of lymph node metastasis from early gastric cancer: estimation with a large number of cases at two large centers. Gastric Cancer 2000;3:219-225.   DOI
25 Min BH, Kim ER, Kim KM, Park CK, Lee JH, Rhee PL, et al. Surveillance strategy based on the incidence and patterns of recurrence after curative endoscopic submucosal dissection for early gastric cancer. Endoscopy 2015;47:784-793.   DOI
26 Japanese Gastric Cancer Association. Japanese gastric cancer treatment guidelines 2014 (ver. 4). Gastric Cancer 2017;20:1-19.   DOI
27 Bae SY, Jang TH, Min BH, Lee JH, Rhee PL, Rhee JC, et al. Early additional endoscopic submucosal dissection in patients with positive lateral resection margins after initial endoscopic submucosal dissection for early gastric cancer. Gastrointest Endosc 2012;75:432-436.   DOI
28 Hatta W, Gotoda T, Oyama T, Kawata N, Takahashi A, Yoshifuku Y, et al. Is radical surgery necessary in all patients who do not meet the curative criteria for endoscopic submucosal dissection in early gastric cancer? A multi-center retrospective study in Japan. J Gastroenterol 2017;52:175-184.   DOI
29 Sekiguchi M, Kushima R, Oda I, Suzuki H, Taniguchi H, Sekine S, et al. Clinical significance of a papillary adenocarcinoma component in early gastric cancer: a single-center retrospective analysis of 628 surgically resected early gastric cancers. J Gastroenterol 2015;50:424-434.   DOI
30 Min BH, Byeon SJ, Lee JH, Kim KM, An JY, Choi MG, et al. Lymphovascular invasion and lymph node metastasis rates in papillary adenocarcinoma of the stomach: implications for endoscopic resection. Gastric Cancer 2018;21:680-688.   DOI
31 Endoh Y, Tamura G, Motoyama T, Ajioka Y, Watanabe H. Well-differentiated adenocarcinoma mimicking complete-type intestinal metaplasia in the stomach. Hum Pathol 1999;30:826-832.   DOI
32 Kim WH, Park CK, Kim YB, Kim YW, Kim HG, Bae HI. A standardized pathology report for gastric cancer. Korean J Pathol 2005;39:106-113.
33 Hatta W, Gotoda T, Oyama T, Kawata N, Takahashi A, Yoshifuku Y, et al. A scoring system to stratify curability after endoscopic submucosal dissection for early gastric cancer: "eCura system". Am J Gastroenterol 2017;112:874-881.   DOI
34 Kim TS, Kim B, Min BH, Min YW, Lee H, Lee JH, et al. Outcomes of endoscopic submucosal dissection for intestinal-type adenocarcinoma with anastomosing glands of the stomach. J Gastroenterol Hepatol 2020;35:50-55.   DOI
35 Lauwers GY, Carneiro F, Graham DY, Curado MP, Franceschi S, Montgomery E, et al. Gastric carcinoma. In: Bosman FT, Carneiro F, Hruban RH, Theise ND, eds. WHO Classification of Tumours of the Digestive System. Lyon: IARC, 2010:48-58.
36 Kim TS, Min BH, Kim KM, Lee JH, Rhee PL, Kim JJ. Endoscopic submucosal dissection for papillary adenocarcinoma of the stomach: low curative resection rate but favorable long-term outcomes after curative resection. Gastric Cancer 2019;22:363-368.   DOI
37 Kang KJ, Kim KM, Kim JJ, Rhee PL, Lee JH, Min BH, et al. Gastric extremely well-differentiated intestinal-type adenocarcinoma: a challenging lesion to achieve complete endoscopic resection. Endoscopy 2012;44:949-952.   DOI
38 Fujiya K, Takizawa K, Tokunaga M, Kawata N, Hikage M, Makuuchi R, et al. The value of diagnostic endoscopic submucosal dissection for patients with clinical submucosal invasive early gastric cancer. Gastric Cancer 2018;21:124-132.   DOI