BACKGROUND Superficial esophageal squamous cell carcinoma (ESCC) is defined as cancer infiltrating the mucosa and submucosa, regardless of regional lymph node metastasis (LNM). Endoscopic resection of superficial ESCC is suitable for lesions that have no or low risk of LNM. Patients with a high risk of LNM always need further treatment after endoscopic resection. Therefore, accurately assessing the risk of LNM is critical for additional treatment options.AIM To analyze risk factors for LNM and develop a nomogram to predict LNM risk in superficial ESCC patients.METHODS Clinical and pathological data of superficial ESCC patients undergoing esophagectomy from January 1, 2009 to January 31, 2016 were collected. Logistic regression analysis was used to predict LNM risk factors, and a nomogram was developed based on risk factors derived from multivariate logistic regression analysis. The receiver operating characteristic (ROC) curve was used to obtain the accuracy of the nomogram model.RESULTS A total of 4660 patients with esophageal cancer underwent esophagectomy. Of these, 474 superficial ESCC patients were enrolled in the final analysis, with 322 patients in the training set and 142 patients in the validation set. The prevalence of LNM was 3.29% (5/152) for intramucosal cancer and increased to 26.40% (85/322) for submucosal cancer. Multivariate logistic analysis showed that tumor size, invasive depth, tumor differentiation, infiltrative growth pattern, tumor budding, and lymphovascular invasion were significantly correlated with LNM. A nomogram using these six variables showed good discrimination with an area under the ROC curve of 0.789 (95%CI: 0.737-0.841) in the training set and 0.827 (95%CI: 0.755-0.899) in the validation set.CONCLUSION We developed a useful nomogram model to predict LNM risk for superficial ESCC patients which will facilitate additional decision-making in treating patients who undergo endoscopic resection.
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Toho Univ, Sch Med, Dept Gastroenterol, Tokyo, Japan
Toho Univ, Grad Sch Med, Dept Clin Oncol, Tokyo, JapanToho Univ, Sch Med, Dept Gastroenterol, Tokyo, Japan
Fuchinoue, Kazuhiro
Nemoto, Tetsuo
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Showa Univ, Dept Pathol, Northern Yokohama Hosp, Yokohama, Kanagawa, JapanToho Univ, Sch Med, Dept Gastroenterol, Tokyo, Japan
Nemoto, Tetsuo
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Shimada, Hideaki
Tochigi, Naobumi
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Toho Univ, Sch Med, Dept Surg Pathol, Tokyo, JapanToho Univ, Sch Med, Dept Gastroenterol, Tokyo, Japan
Tochigi, Naobumi
Igarashi, Yoshinori
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Toho Univ, Sch Med, Dept Gastroenterol, Tokyo, JapanToho Univ, Sch Med, Dept Gastroenterol, Tokyo, Japan
Igarashi, Yoshinori
Yajima, Satoshi
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Toho Univ, Sch Med, Dept Gastroenterol Surg, Tokyo, JapanToho Univ, Sch Med, Dept Gastroenterol, Tokyo, Japan
Yajima, Satoshi
Suzuki, Takashi
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Toho Univ, Sch Med, Dept Gastroenterol Surg, Tokyo, JapanToho Univ, Sch Med, Dept Gastroenterol, Tokyo, Japan
Suzuki, Takashi
Oshima, Yoko
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Toho Univ, Sch Med, Dept Gastroenterol Surg, Tokyo, JapanToho Univ, Sch Med, Dept Gastroenterol, Tokyo, Japan
Oshima, Yoko
Shibuya, Kazutoshi
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Toho Univ, Sch Med, Dept Surg Pathol, Tokyo, JapanToho Univ, Sch Med, Dept Gastroenterol, Tokyo, Japan
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Wenzhou Med Univ, Dept Gynecol, Affiliated Hosp 1, Wenzhou, Peoples R ChinaWenzhou Med Univ, Dept Gynecol, Affiliated Hosp 1, Wenzhou, Peoples R China
Yang, Simeng
Zhao, Jing
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Wenzhou Med Univ, Dept Gynecol, Affiliated Hosp 1, Wenzhou, Peoples R ChinaWenzhou Med Univ, Dept Gynecol, Affiliated Hosp 1, Wenzhou, Peoples R China
Zhao, Jing
Zhao, Hongqin
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Wenzhou Med Univ, Dept Gynecol, Affiliated Hosp 1, Wenzhou, Peoples R ChinaWenzhou Med Univ, Dept Gynecol, Affiliated Hosp 1, Wenzhou, Peoples R China
Zhao, Hongqin
Hu, Yan
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Wenzhou Med Univ, Dept Gynecol, Affiliated Hosp 1, Wenzhou, Peoples R ChinaWenzhou Med Univ, Dept Gynecol, Affiliated Hosp 1, Wenzhou, Peoples R China
Hu, Yan
Zhu, Haiyan
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Wenzhou Med Univ, Dept Gynecol, Affiliated Hosp 1, Wenzhou, Peoples R China
Shanghai First Matern & Infant Hosp, Dept Gynecol, Shanghai, Peoples R ChinaWenzhou Med Univ, Dept Gynecol, Affiliated Hosp 1, Wenzhou, Peoples R China
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Second Mil Med Univ, Changhai Hosp, Dept Cardiothorac Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Changhai Hosp, Dept Cardiothorac Surg, Shanghai 200433, Peoples R China
Jin, Hai
Qiao, Fan
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Second Mil Med Univ, Changhai Hosp, Dept Cardiothorac Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Changhai Hosp, Dept Cardiothorac Surg, Shanghai 200433, Peoples R China
Qiao, Fan
Chen, Ling
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Second Mil Med Univ, Changhai Hosp, Dept Cardiothorac Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Changhai Hosp, Dept Cardiothorac Surg, Shanghai 200433, Peoples R China
Chen, Ling
Lu, Chengjun
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Second Mil Med Univ, Changhai Hosp, Dept Cardiothorac Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Changhai Hosp, Dept Cardiothorac Surg, Shanghai 200433, Peoples R China
Lu, Chengjun
Xu, Li
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Second Mil Med Univ, Changhai Hosp, Dept Cardiothorac Surg, Shanghai 200433, Peoples R ChinaSecond Mil Med Univ, Changhai Hosp, Dept Cardiothorac Surg, Shanghai 200433, Peoples R China
Xu, Li
Gao, Xianfu
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Chinese Acad Sci, Shanghai Inst Biol Sci, Key Lab Syst Biol, Shanghai 200031, Peoples R ChinaSecond Mil Med Univ, Changhai Hosp, Dept Cardiothorac Surg, Shanghai 200433, Peoples R China
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Soochow Univ, Sch Biol & Basic Med Sci, Suzhou 215123, Peoples R ChinaSoochow Univ, Sch Biol & Basic Med Sci, Suzhou 215123, Peoples R China
Luo, Xiaoqi
Zhang, Shufan
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Soochow Univ, Sch Biol & Basic Med Sci, Suzhou 215123, Peoples R ChinaSoochow Univ, Sch Biol & Basic Med Sci, Suzhou 215123, Peoples R China
Zhang, Shufan
Yang, Manqiu
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Soochow Univ, Sch Biol & Basic Med Sci, Suzhou 215123, Peoples R ChinaSoochow Univ, Sch Biol & Basic Med Sci, Suzhou 215123, Peoples R China
Yang, Manqiu
Chen, Shaomu
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Soochow Univ, Affiliated Hosp 1, Suzhou 215006, Peoples R ChinaSoochow Univ, Sch Biol & Basic Med Sci, Suzhou 215123, Peoples R China
Chen, Shaomu
Huang, Moli
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Soochow Univ, Sch Biol & Basic Med Sci, Suzhou 215123, Peoples R China
Soochow Univ, Cambridge Suda Genom Res Ctr, Suzhou 215123, Peoples R ChinaSoochow Univ, Sch Biol & Basic Med Sci, Suzhou 215123, Peoples R China