A novel inflammation-based nomogram system to predict survival of patients with hepatocellular carcinoma
被引:26
作者:
Chen, Jinbin
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机构:
Sun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Hepatobiliary Oncol, Canc Ctr, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Chen, Jinbin
[1
,2
]
Fang, Aiping
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h-index: 0
机构:
Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Fang, Aiping
[3
]
Chen, Minshan
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h-index: 0
机构:
Sun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Hepatobiliary Oncol, Canc Ctr, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Chen, Minshan
[1
,2
]
Tuoheti, Yiminjiang
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h-index: 0
机构:
Sun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Hepatobiliary Oncol, Canc Ctr, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Tuoheti, Yiminjiang
[1
,2
]
Zhou, Zhongguo
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h-index: 0
机构:
Sun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Hepatobiliary Oncol, Canc Ctr, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Zhou, Zhongguo
[1
,2
]
Xu, Li
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h-index: 0
机构:
Sun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Hepatobiliary Oncol, Canc Ctr, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Xu, Li
[1
,2
]
Chen, Jiancong
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h-index: 0
机构:
Sun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Hepatobiliary Oncol, Canc Ctr, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Chen, Jiancong
[1
,2
]
Pan, Yangxun
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h-index: 0
机构:
Sun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Hepatobiliary Oncol, Canc Ctr, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Pan, Yangxun
[1
,2
]
Wang, Juncheng
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h-index: 0
机构:
Sun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Hepatobiliary Oncol, Canc Ctr, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Wang, Juncheng
[1
,2
]
Zhu, Huilian
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h-index: 0
机构:
Sun Yat Sen Univ, Dept Hepatobiliary Oncol, Canc Ctr, Guangzhou, Guangdong, Peoples R China
Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Zhu, Huilian
[2
,3
]
Zhang, Yaojun
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h-index: 0
机构:
Sun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
Zhang, Yaojun
[1
]
机构:
[1] Sun Yat Sen Univ Canc, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangzhou, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Dept Hepatobiliary Oncol, Canc Ctr, Guangzhou, Guangdong, Peoples R China
[3] Sun Yat Sen Univ, Sch Publ Hlth, Dept Nutr, Guangzhou, Guangdong, Peoples R China
Background and Aim: The existed staging systems were limited in the accuracy of prediction for overall survival (OS) of hepatocellular carcinoma (HCC) patients. The aim of this study is to establish a novel inflammation-based prognostic system with nomogram for HCC patients. Methods: A prospective cohort of patients was recruited and assigned to the training cohort (n = 659) and validation cohort (n = 320) randomly. Different inflammation-based score systems were evaluated to select the best one predicting overall survival (OS). The inflammation-based score system with the highest predicting value and the parameters best reflecting tumor burden identified by multivariate analysis were selected to construct a novel predicting nomogram system. The predictive accuracy and discriminative ability of the nomogram were evaluated by concordance index (C-index) and calibration curve and compared with conventional staging systems. Results: With a highest C-index and areas under the receiver operating characteristic curve (AUC), C-reactive protein/albumin ratio (CAR) was selected to construct the novel system, along with tumor number, tumor size, macrovascular invasion and extra-hepatic metastases. The C-index of the nomogram was 0.813 (95% CI, 0.789-0.837) in the training cohort and 0.794 (95% CI, 0.756-0.832) in the validation cohort. The calibration curve for predicting probability of survival showed that the nomogram had a high consistency with follow-up data. The C-index of the novel system was higher than other conventional staging systems (P < 0.001). Conclusions: The novel inflammation-based nomogram, developed from prospectively collected data in the present study, predicted the OS of HCC patients.
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Agopian, Vatche G.
;
Harlander-Locke, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Harlander-Locke, Michael
;
Zarrinpar, Ali
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Zarrinpar, Ali
;
Kaldas, Fady M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Kaldas, Fady M.
;
Farmer, Douglas G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Farmer, Douglas G.
;
Yersiz, Hasan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Yersiz, Hasan
;
Finn, Richard S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Div Hematol Oncol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Finn, Richard S.
;
Tong, Myron
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h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Tong, Myron
;
Hiatt, Jonathan R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Hiatt, Jonathan R.
;
Busuttil, Ronald W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
机构:
Taipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Univ Nevada, Sch Med, Dept Internal Med, Reno, NV 89557 USA
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Hsu, Chia-Yang
;
Liu, Po-Hong
论文数: 0引用数: 0
h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Liu, Po-Hong
;
Hsia, Cheng-Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Surg, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Hsia, Cheng-Yuan
;
Lee, Yun-Hsuan
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h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Lee, Yun-Hsuan
;
Nagaria, Teddy S.
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h-index: 0
机构:
Univ Toronto, Dept Pathol, Toronto, ON, CanadaTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Nagaria, Teddy S.
;
Lee, Rheun-Chuan
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h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Radiol, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Lee, Rheun-Chuan
;
Lin, Han-Chieh
论文数: 0引用数: 0
h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Lin, Han-Chieh
;
Huo, Teh-Ia
论文数: 0引用数: 0
h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, Taiwan
Natl Yang Ming Univ, Sch Med, Inst Pharmacol, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Agopian, Vatche G.
;
Harlander-Locke, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Harlander-Locke, Michael
;
Zarrinpar, Ali
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Zarrinpar, Ali
;
Kaldas, Fady M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Kaldas, Fady M.
;
Farmer, Douglas G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Farmer, Douglas G.
;
Yersiz, Hasan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Yersiz, Hasan
;
Finn, Richard S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Div Hematol Oncol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Finn, Richard S.
;
Tong, Myron
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Tong, Myron
;
Hiatt, Jonathan R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
Hiatt, Jonathan R.
;
Busuttil, Ronald W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dumont UCLA Transplant & Liver Canc Ctr, Dept Surg, Los Angeles, CA 90095 USA
机构:
Taipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Univ Nevada, Sch Med, Dept Internal Med, Reno, NV 89557 USA
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Hsu, Chia-Yang
;
Liu, Po-Hong
论文数: 0引用数: 0
h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Liu, Po-Hong
;
Hsia, Cheng-Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Surg, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Hsia, Cheng-Yuan
;
Lee, Yun-Hsuan
论文数: 0引用数: 0
h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Lee, Yun-Hsuan
;
Nagaria, Teddy S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Pathol, Toronto, ON, CanadaTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Nagaria, Teddy S.
;
Lee, Rheun-Chuan
论文数: 0引用数: 0
h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Radiol, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Lee, Rheun-Chuan
;
Lin, Han-Chieh
论文数: 0引用数: 0
h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Lin, Han-Chieh
;
Huo, Teh-Ia
论文数: 0引用数: 0
h-index: 0
机构:
Taipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, Taiwan
Natl Yang Ming Univ, Sch Med, Inst Pharmacol, Taipei 112, TaiwanTaipei Vet Gen Hosp, Dept Med, Taipei, Taiwan