Identification of Circulating Biomarkers and Construction of a Prognostic Signature for Survival Prediction in Locally Advanced Pancreatic Cancer After Irreversible Electroporation
被引:1
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作者:
He, Chaobin
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机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou 510060, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou 510060, Peoples R China
He, Chaobin
[1
]
Sun, Shuxin
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机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou 510060, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou 510060, Peoples R China
Sun, Shuxin
[1
]
Zhang, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou 510060, Peoples R China
Zhang, Yu
[2
]
Li, Shengping
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h-index: 0
机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou 510060, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou 510060, Peoples R China
Li, Shengping
[1
]
机构:
[1] Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou 510060, Peoples R China
[2] Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R China
Background: Irreversible electroporation (IRE) is a novel treatment for locally advanced pancreatic cancer (LAPC), but the predictive factors, based on cytokines and immunocytes of survival, are still lacking. This study aimed to establish a risk model based on cytokines and immunocytes for LAPC patients undergoing IRE treatment. Patients and Methods: Peripheral blood samples were obtained from 31 LAPC patients and 8 healthy control subjects before IRE. The phenotypes of lymphocytes were analyzed by flow cytometry, and the cytokines were evaluated with Luminex microarray assay. Least absolute shrinkage and selection operator (LASSO) and Cox regression were applied to assess the prognostic factors for overall survival (OS) and progression-free survival (PFS). A receiver operating characteristic (ROC) curve and a concordance index (C-index) were used to compare the abilities to predict survival rates. Results: The relationship between multiple cytokines and clinical factors was evaluated and their prognostic value was compared. The five best predictors for OS and PFS, including CA19-9, CD3(+)CD4(+) T cells, CD3(+)CD8(+) T cells, IL-17A, and TNF-alpha were selected and incorporated into a new immune panel. A risk model based on this immune panel was established and exhibited significantly higher values of C-indexes and AUC for OS and PFS prediction as compared with tumor marker score and TNM stage system. Conclusion: We presented a risk model based on a microarray assay of cytokines and lymphocytes for LAPC patients after receiving IRE treatment for the first time. The established risk model showed relatively good performance in survival prediction and was able to facilitate tailed patient management in clinical practice.
机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R China
He, Chaobin
Huang, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R China
Huang, Xin
Zhang, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R China
Zhang, Yu
Cai, Zhiyuan
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R China
Cai, Zhiyuan
Lin, Xiaojun
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R China
Lin, Xiaojun
Li, Shengping
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Pancreatobiliary Surg, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R China
机构:
Sun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R China
He, Chaobin
Wang, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Dept Ultrason, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R China
Wang, Jun
Sun, Shuxin
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R China
Sun, Shuxin
Zhang, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, State Key Lab Ophthalmol, Zhongshan Ophthalm Ctr, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R China
Zhang, Yu
Lin, Xiaojun
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R China
Lin, Xiaojun
Lao, Xiangming
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R China
Lao, Xiangming
Cui, Bokang
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R China
Cui, Bokang
Li, Shengping
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Dept Hepatobiliary & Pancreat Surg, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou 510060, Guangdong, Peoples R China
机构:Sun Yat-sen University Cancer Center,Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
Chaobin He
Jun Wang
论文数: 0引用数: 0
h-index: 0
机构:Sun Yat-sen University Cancer Center,Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
Jun Wang
Shuxin Sun
论文数: 0引用数: 0
h-index: 0
机构:Sun Yat-sen University Cancer Center,Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
Shuxin Sun
Yu Zhang
论文数: 0引用数: 0
h-index: 0
机构:Sun Yat-sen University Cancer Center,Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
Yu Zhang
Xiaojun Lin
论文数: 0引用数: 0
h-index: 0
机构:Sun Yat-sen University Cancer Center,Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
Xiaojun Lin
Xiangming Lao
论文数: 0引用数: 0
h-index: 0
机构:Sun Yat-sen University Cancer Center,Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
Xiangming Lao
Bokang Cui
论文数: 0引用数: 0
h-index: 0
机构:Sun Yat-sen University Cancer Center,Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
Bokang Cui
Shengping Li
论文数: 0引用数: 0
h-index: 0
机构:Sun Yat-sen University Cancer Center,Department of Hepatobiliary and Pancreatic Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine
机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Dept Pancreatobiliary Surg,Canc Ctr, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Dept Pancreatobiliary Surg,Canc Ctr, Guangzhou, Peoples R China
He, Chaobin
Huang, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Dept Pancreatobiliary Surg,Canc Ctr, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Dept Pancreatobiliary Surg,Canc Ctr, Guangzhou, Peoples R China
Huang, Xin
Zhang, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Dept Pancreatobiliary Surg,Canc Ctr, Guangzhou, Peoples R China
Zhang, Yu
Lin, Xiaojun
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Dept Pancreatobiliary Surg,Canc Ctr, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Dept Pancreatobiliary Surg,Canc Ctr, Guangzhou, Peoples R China
Lin, Xiaojun
Li, Shengping
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Dept Pancreatobiliary Surg,Canc Ctr, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Dept Pancreatobiliary Surg,Canc Ctr, Guangzhou, Peoples R China
机构:
Univ Louisville, Sch Med, Hiram C Polk Jr Dept Surg, Div Surg Oncol, Louisville, KY 40292 USAUniv Louisville, Sch Med, Hiram C Polk Jr Dept Surg, Div Surg Oncol, Louisville, KY 40292 USA
Martin, Robert C. G., II
Durham, Alan North
论文数: 0引用数: 0
h-index: 0
机构:
Univ Louisville, Sch Med, Hiram C Polk Jr Dept Surg, Div Surg Oncol, Louisville, KY 40292 USAUniv Louisville, Sch Med, Hiram C Polk Jr Dept Surg, Div Surg Oncol, Louisville, KY 40292 USA
Durham, Alan North
Besselink, Marc G.
论文数: 0引用数: 0
h-index: 0
机构:
Acad Med Ctr Amsterdam, Dept Surg, Amsterdam, NetherlandsUniv Louisville, Sch Med, Hiram C Polk Jr Dept Surg, Div Surg Oncol, Louisville, KY 40292 USA
Besselink, Marc G.
Iannitti, David
论文数: 0引用数: 0
h-index: 0
机构:
Carolinas Med Ctr, Charlotte, NC 28203 USAUniv Louisville, Sch Med, Hiram C Polk Jr Dept Surg, Div Surg Oncol, Louisville, KY 40292 USA
Iannitti, David
Weiss, Matthew J.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ Hosp, Baltimore, MD USAUniv Louisville, Sch Med, Hiram C Polk Jr Dept Surg, Div Surg Oncol, Louisville, KY 40292 USA
Weiss, Matthew J.
Wolfgang, Christopher L.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Taiwan Univ, Dept Surg, Natl Taiwan Univ Hosp, China Univ Grad Inst Clin Med, Taipei, Taiwan
Natl Taiwan Univ, Hepatitis Res Ctr, Natl Taiwan Univ Hosp, Singapore Univ Grad Inst Clin Med, Taipei, TaiwanUniv Louisville, Sch Med, Hiram C Polk Jr Dept Surg, Div Surg Oncol, Louisville, KY 40292 USA
Wolfgang, Christopher L.
Huang, Kai-Wen
论文数: 0引用数: 0
h-index: 0
机构:
Natl Taiwan Univ, Dept Surg, Natl Taiwan Univ Hosp, China Univ Grad Inst Clin Med, Taipei, Taiwan
Natl Taiwan Univ, Hepatitis Res Ctr, Natl Taiwan Univ Hosp, Singapore Univ Grad Inst Clin Med, Taipei, TaiwanUniv Louisville, Sch Med, Hiram C Polk Jr Dept Surg, Div Surg Oncol, Louisville, KY 40292 USA
机构:
Univ Louisville, Dept Surg, Div Surg Oncol, Louisville, KY 40202 USAUniv Louisville, Dept Surg, Div Surg Oncol, Louisville, KY 40202 USA
Filson, Anthony
Martin, Robert C. G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Louisville, Dept Surg, Div Surg Oncol, Louisville, KY 40202 USA
Univ Louisville, Sch Med, Div Surg Oncol, 315 E Broadway M10, Louisville, KY 40202 USAUniv Louisville, Dept Surg, Div Surg Oncol, Louisville, KY 40202 USA
机构:
Mayo Clin, Div Intervent Radiol, Dept Radiol, 4500 San Pablo Rd S, Jacksonville, FL 32224 USAMayo Clin, Div Intervent Radiol, Dept Radiol, 4500 San Pablo Rd S, Jacksonville, FL 32224 USA
Frey, Gregory T.
Padula, Carlos A.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Div Intervent Radiol, Dept Radiol, 4500 San Pablo Rd S, Jacksonville, FL 32224 USAMayo Clin, Div Intervent Radiol, Dept Radiol, 4500 San Pablo Rd S, Jacksonville, FL 32224 USA
Padula, Carlos A.
Stauffer, John A.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Surg, Jacksonville, FL 32224 USAMayo Clin, Div Intervent Radiol, Dept Radiol, 4500 San Pablo Rd S, Jacksonville, FL 32224 USA
Stauffer, John A.
Toskich, Beau B.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Div Intervent Radiol, Dept Radiol, 4500 San Pablo Rd S, Jacksonville, FL 32224 USAMayo Clin, Div Intervent Radiol, Dept Radiol, 4500 San Pablo Rd S, Jacksonville, FL 32224 USA