2019
DOI: 10.1159/000499017
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Risk of Lymph Node Metastasis in Patients with the Superficial Spreading Type of Esophageal Squamous Cell Carcinoma

Abstract: Background: Little is known about the clinicopathological characteristics of superficial spreading-type esophageal carcinoma extending ≥5 cm along the long axis of the esophagus. This study was aimed at investigating the frequency of lymph node metastasis (LNM) in patients with superficial spreading-type esophageal carcinoma. Methods: We reviewed the data of 320 patients with superficial esophageal squamous cell carcinoma who had undergone esophagectomy with lymph node dissection at our hospital between 1986 a… Show more

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Cited by 10 publications
(4 citation statements)
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“…The present study showed the feasibility of the ML models for predicting LNM in stage T1-T2 ESCC patients. Traditional logistic regression (LR) analysis showed that tumor length, tumor size, tumor location, T1 substage, differentiation, lymphovascular invasion(LVI), depth of tumor invasion, and macroscopic type were associated with LNM occurrence ( 11 , 14 , 35 39 ). Multivariate analysis demonstrated that poor differentiation, LVI, depth of tumor invasion, T1 substage, high-density lipoprotein cholesterol (HDL-C) level, and preoperative alanine aminotransferase/aspartate aminotransferase ratio (LSR) were significant independent risk factors for LNM ( 11 , 14 , 35 , 37 39 ).…”
Section: Discussionmentioning
confidence: 99%
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“…The present study showed the feasibility of the ML models for predicting LNM in stage T1-T2 ESCC patients. Traditional logistic regression (LR) analysis showed that tumor length, tumor size, tumor location, T1 substage, differentiation, lymphovascular invasion(LVI), depth of tumor invasion, and macroscopic type were associated with LNM occurrence ( 11 , 14 , 35 39 ). Multivariate analysis demonstrated that poor differentiation, LVI, depth of tumor invasion, T1 substage, high-density lipoprotein cholesterol (HDL-C) level, and preoperative alanine aminotransferase/aspartate aminotransferase ratio (LSR) were significant independent risk factors for LNM ( 11 , 14 , 35 , 37 39 ).…”
Section: Discussionmentioning
confidence: 99%
“…Traditional logistic regression (LR) analysis showed that tumor length, tumor size, tumor location, T1 substage, differentiation, lymphovascular invasion(LVI), depth of tumor invasion, and macroscopic type were associated with LNM occurrence ( 11 , 14 , 35 39 ). Multivariate analysis demonstrated that poor differentiation, LVI, depth of tumor invasion, T1 substage, high-density lipoprotein cholesterol (HDL-C) level, and preoperative alanine aminotransferase/aspartate aminotransferase ratio (LSR) were significant independent risk factors for LNM ( 11 , 14 , 35 , 37 39 ). Hence, the twenty-six routinely available features extracted from patients, including clinical variables, hematological indicators and pathological variables, are feasible for predicting LNM.…”
Section: Discussionmentioning
confidence: 99%
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“…In particular, LVSI has been proved to be an independent risk factor for LNM in ESCC patients. [3,16,[26][27][28][29] Tumor cells are isolated from tumor aggregates at the primary focus and then spread through lymphatic vessels or blood vessels. In this process, they may invade lymphatic vessels or blood vessels, [30] which is considered to be the initial step of LNM and distant metastasis.…”
Section: Discussionmentioning
confidence: 99%