PurposeThis study was conducted to predict the lymph node status and survival of esophageal squamous cell carcinoma before treatment by PET-CT-related parameters.MethodsFrom January 2013 to July 2018, patients with pathologically diagnosed ESCC at our hospital were retrospectively enrolled. Completed esophagectomy and two- or three-field lymph node dissections were conducted. Those with neoadjuvant therapy were excluded. The first 65% of patients in each year were regarded as the training set and the last 35% as the test set. Nomogram was constructed by the "rms" package. Five-year, overall survival was analyzed based on the best cutoff value of risk score determined by the "survivalROC" package.ResultsUltimately, 311 patients were included with 209 in the training set and 102 in the test set. The positive rate of the lymph node in the training set was 36.8% and that in the test set was 32.4%. The C-index of the training set was 0.763 and the test set was 0.766. The decision curve analysis showed that it was superior to the previous methods based on lymph node uptake or long/short axis diameter or axial ratio. Risk score > 0.20 was significantly associated with 5-year, overall survival (p = 0.0015) in all patients.ConclusionsThe nomogram constructed from PET-CT parameters including primary tumor metabolic length and thickness can accurately predict the risk of lymph node metastasis in ESCC. The risk score calculated by our model accurately predicts the patient's 5-year overall survival.
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Zhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
Lu, Si
Zhao, Rongjie
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Zhejiang Univ, Sir Run Run Shaw Hosp, Coll Med, Dept Med Oncol, Hangzhou 310000, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
Zhao, Rongjie
Ni, Yeqin
论文数: 0引用数: 0
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Zhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
Ni, Yeqin
Ding, Jinwang
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h-index: 0
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Zhejiang Univ, Affiliated Hangzhou Peoples Hosp 1, Dept Oncol Surg, Sch Med, Hangzhou 310006, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
Ding, Jinwang
Qiu, Fuqiang
论文数: 0引用数: 0
h-index: 0
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Zhejiang Univ, Dept Ultrasound, Sch Med, Affiliated Hosp 2, Hangzhou 310058, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
Qiu, Fuqiang
Peng, You
论文数: 0引用数: 0
h-index: 0
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Zhejiang Univ, Affiliated Hangzhou Peoples Hosp 1, Dept Oncol Surg, Sch Med, Hangzhou 310006, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
Peng, You
Pan, Gang
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h-index: 0
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Zhejiang Univ, Affiliated Hangzhou Peoples Hosp 1, Dept Oncol Surg, Sch Med, Hangzhou 310006, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
Pan, Gang
Wu, Fan
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h-index: 0
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Zhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
Wu, Fan
Zhang, Yu
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h-index: 0
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Zhejiang Univ, Affiliated Hangzhou Peoples Hosp 1, Dept Oncol Surg, Sch Med, Hangzhou 310006, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
Zhang, Yu
Shi, Jingjing
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h-index: 0
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Zhejiang Univ, Affiliated Hangzhou Peoples Hosp 1, Dept Oncol Surg, Sch Med, Hangzhou 310006, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
Shi, Jingjing
Zhou, Tianhan
论文数: 0引用数: 0
h-index: 0
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Zhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
Zhou, Tianhan
Luo, Dingcun
论文数: 0引用数: 0
h-index: 0
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Zhejiang Univ, Affiliated Hangzhou Peoples Hosp 1, Dept Oncol Surg, Sch Med, Hangzhou 310006, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Hangzhou Peoples Hosp 1, Affiliated Hangzhou Hosp 1, Hangzhou 310006, Zhejiang, Peoples R China
机构:
Shantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Huang, Jia
Yao, Huasheng
论文数: 0引用数: 0
h-index: 0
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R China
South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510006, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Yao, Huasheng
Li, Yexing
论文数: 0引用数: 0
h-index: 0
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Shantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Li, Yexing
Dong, Mengyi
论文数: 0引用数: 0
h-index: 0
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R China
Southern Med Univ, Grad Coll, Guangzhou 510515, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Dong, Mengyi
Han, Chu
论文数: 0引用数: 0
h-index: 0
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Han, Chu
He, Lan
论文数: 0引用数: 0
h-index: 0
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
He, Lan
Huang, Xiaomei
论文数: 0引用数: 0
h-index: 0
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R China
Southern Med Univ, Grad Coll, Guangzhou 510515, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Huang, Xiaomei
Xia, Ting
论文数: 0引用数: 0
h-index: 0
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R China
South China Univ Technol, Sch Med, Guangzhou 510006, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Xia, Ting
Yi, Zongjian
论文数: 0引用数: 0
h-index: 0
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R China
South China Univ Technol, Sch Biomed Sci & Engn, Guangzhou 510006, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Yi, Zongjian
Wang, Huihui
论文数: 0引用数: 0
h-index: 0
机构:
Shantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Wang, Huihui
Zhang, Yuan
论文数: 0引用数: 0
h-index: 0
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R China
Southern Med Univ, Grad Coll, Guangzhou 510515, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Zhang, Yuan
He, Jian
论文数: 0引用数: 0
h-index: 0
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Shantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Canc Ctr, Dept Intervent Radiol, Guangzhou 510080, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
He, Jian
Liang, Changhong
论文数: 0引用数: 0
h-index: 0
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
Liang, Changhong
Liu, Zaiyi
论文数: 0引用数: 0
h-index: 0
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Radiol, Guangzhou 510080, Peoples R ChinaShantou Univ, Grad Coll, Med Coll, Shantou 515041, Peoples R China
机构:
Catholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Radiol, 222 Banpo Daero, Seoul 06591, South Korea
Hankuk Univ Foreign Studies, Div Biomed Engn, Yongin, Gyeonggi Do, South KoreaCatholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Radiol, 222 Banpo Daero, Seoul 06591, South Korea
Nam, Y.
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Jang, J.
Shin, N-Y
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Catholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Radiol, 222 Banpo Daero, Seoul 06591, South KoreaCatholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Radiol, 222 Banpo Daero, Seoul 06591, South Korea
Shin, N-Y
Ahn, K-J
论文数: 0引用数: 0
h-index: 0
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Catholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Radiol, 222 Banpo Daero, Seoul 06591, South KoreaCatholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Radiol, 222 Banpo Daero, Seoul 06591, South Korea
Ahn, K-J
Kim, B-S
论文数: 0引用数: 0
h-index: 0
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Catholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Radiol, 222 Banpo Daero, Seoul 06591, South KoreaCatholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Radiol, 222 Banpo Daero, Seoul 06591, South Korea
Kim, B-S
Lee, Y-S
论文数: 0引用数: 0
h-index: 0
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Catholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Hosp Pathol, Seoul, South KoreaCatholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Radiol, 222 Banpo Daero, Seoul 06591, South Korea
Lee, Y-S
Kim, M-S
论文数: 0引用数: 0
h-index: 0
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Catholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Otolaryngol Head & Neck Surg, Seoul, South KoreaCatholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Radiol, 222 Banpo Daero, Seoul 06591, South Korea
机构:
Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center
Department of Oncology, Shanghai Medical College of Fudan University
Shanghai Pancreatic Cancer InstituteDepartment of Pancreatic Surgery, Fudan University Shanghai Cancer Center
Jie Hua
Xue-Min Chen
论文数: 0引用数: 0
h-index: 0
机构:
Department of Hepatobiliary and Pancreatic Surgery, The First People's Hospital of ChangzhouDepartment of Pancreatic Surgery, Fudan University Shanghai Cancer Center
Xue-Min Chen
Yun-Jie Chen
论文数: 0引用数: 0
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Department of Minimally Invasive Hepatobiliary and Pancreatic Surgery, Ningbo No.2 HospitalDepartment of Pancreatic Surgery, Fudan University Shanghai Cancer Center
Yun-Jie Chen
Bao-Chun Lu
论文数: 0引用数: 0
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Department of Hepatobiliary and Pancreatic Surgery, Shaoxing People's HospitalDepartment of Pancreatic Surgery, Fudan University Shanghai Cancer Center
Bao-Chun Lu
Jin Xu
论文数: 0引用数: 0
h-index: 0
机构:
Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center
Department of Oncology, Shanghai Medical College of Fudan University
Shanghai Pancreatic Cancer InstituteDepartment of Pancreatic Surgery, Fudan University Shanghai Cancer Center
Jin Xu
Wei Wang
论文数: 0引用数: 0
h-index: 0
机构:
Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center
Department of Oncology, Shanghai Medical College of Fudan University
Shanghai Pancreatic Cancer InstituteDepartment of Pancreatic Surgery, Fudan University Shanghai Cancer Center
Wei Wang
Si Shi
论文数: 0引用数: 0
h-index: 0
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Department of Oncology, Shanghai Medical College of Fudan University
Shanghai Pancreatic Cancer InstituteDepartment of Pancreatic Surgery, Fudan University Shanghai Cancer Center
Si Shi
Xian-Jun Yu
论文数: 0引用数: 0
h-index: 0
机构:
Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center
Department of Oncology, Shanghai Medical College of Fudan University
Shanghai Pancreatic Cancer InstituteDepartment of Pancreatic Surgery, Fudan University Shanghai Cancer Center