Hepatocellular carcinoma;
International normalized ratio;
Intraoperative packed red blood cell transfusion;
Posthepatectomy liver failure;
Serum bilirubin level;
CIRRHOTIC-PATIENTS;
MAJOR LIVER;
HEPATIC-DYSFUNCTION;
BLOOD-TRANSFUSION;
RESECTION;
HEPATECTOMY;
MORTALITY;
TRANSPLANTATION;
PREDICTION;
MODEL;
D O I:
10.1007/s00423-014-1252-0
中图分类号:
R61 [外科手术学];
学科分类号:
摘要:
The aim of this study was to construct a prediction model for posthepatectomy liver failure (PHLF), as defined by the International Study Group of Liver Surgery, and evaluate its accuracy in hepatocellular carcinoma (HCC) patients with cirrhosis or chronic hepatitis. A total of 277 consecutive hepatectomies for HCC between 2005 and 2013 were analyzed retrospectively. Multivariate logistic regression analysis was used to develop a predictive model for PHLF. The sensitivity, specificity, and area under the receiver operating characteristic (AUROC) curve were evaluated. The Hosmer-Lemeshow goodness-of-fit test was used to assess the model calibration. The constructed model was internally validated by k-fold cross-validation (k = 5). PHLF developed in 12.6 % of hepatectomies. Multivariate analysis identified the following variables as predictors of PHLF: elevated preoperative serum bilirubin level, elevated preoperative international normalized ratio, and intraoperative packed red blood cell transfusion. The predictive model allowed discrimination between patients who developed PHLF and those who did not, with a sensitivity of 82.9 %, specificity of 72.3 %, and AUROC curve of 0.81 (95 % CI, 0.74 to 0.89). The Hosmer-Lemeshow test indicated a good fit (P = 0.545). The AUROC curve of the developed model was significantly greater than that of the model for end-stage liver disease (MELD) score (P = 0.014), suggesting that the former model is better at predicting the PHLF than the latter one. The developed model could be useful for predicting the occurrence of PHLF in HCC patients with underlying liver disease.
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Allard, Marc-Antoine
;
Adam, Rene
论文数: 0引用数: 0
h-index: 0
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, France
INSERM, U776, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Adam, Rene
;
Bucur, Petru-Octav
论文数: 0引用数: 0
h-index: 0
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, France
INSERM, U785, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Bucur, Petru-Octav
;
Termos, Salah
论文数: 0引用数: 0
h-index: 0
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Termos, Salah
;
论文数: 引用数:
h-index:
机构:
Cunha, Antonio Sa
;
Bismuth, Henri
论文数: 0引用数: 0
h-index: 0
机构:Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Bismuth, Henri
;
Castaing, Denis
论文数: 0引用数: 0
h-index: 0
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, France
INSERM, U785, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Castaing, Denis
;
Vibert, Eric
论文数: 0引用数: 0
h-index: 0
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, France
INSERM, U785, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
机构:
Department of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MNDepartment of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
Behrns K.E.
;
Tsiotos G.G.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MNDepartment of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
Tsiotos G.G.
;
DeSouza N.F.
论文数: 0引用数: 0
h-index: 0
机构:
Laboratory Medicine and Pathology, Mayo Clinic and Mayo Foundation, Rochester, MNDepartment of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
DeSouza N.F.
;
Krishna M.K.
论文数: 0引用数: 0
h-index: 0
机构:
Laboratory Medicine and Pathology, Mayo Clinic and Mayo Foundation, Rochester, MNDepartment of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
Krishna M.K.
;
Ludwig J.
论文数: 0引用数: 0
h-index: 0
机构:
Laboratory Medicine and Pathology, Mayo Clinic and Mayo Foundation, Rochester, MNDepartment of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
Ludwig J.
;
Nagorney D.M.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
Department of Surgery, Mayo Clinic, Rochester, MN 55905Department of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Soochow Univ, Grad Sch, Suzhou, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Chen, X.
;
Zhai, J.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Zhai, J.
;
Cai, X.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Cai, X.
;
Zhang, Y.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Zhang, Y.
;
Wei, L.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Tumour Immunol & Gene Therapy Ctr, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Wei, L.
;
Shi, L.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Shi, L.
;
Wu, D.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Wu, D.
;
Shen, F.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Shen, F.
;
Lau, W-Y
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Chinese Univ Hong Kong, Fac Med, Shatin, Hong Kong, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Lau, W-Y
;
Wu, M.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Natl Sci Ctr Liver Canc, Shanghai, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Allard, Marc-Antoine
;
Adam, Rene
论文数: 0引用数: 0
h-index: 0
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, France
INSERM, U776, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Adam, Rene
;
Bucur, Petru-Octav
论文数: 0引用数: 0
h-index: 0
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, France
INSERM, U785, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Bucur, Petru-Octav
;
Termos, Salah
论文数: 0引用数: 0
h-index: 0
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Termos, Salah
;
论文数: 引用数:
h-index:
机构:
Cunha, Antonio Sa
;
Bismuth, Henri
论文数: 0引用数: 0
h-index: 0
机构:Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Bismuth, Henri
;
Castaing, Denis
论文数: 0引用数: 0
h-index: 0
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, France
INSERM, U785, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Castaing, Denis
;
Vibert, Eric
论文数: 0引用数: 0
h-index: 0
机构:
Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
Univ Paris 11, Villejuif, France
INSERM, U785, Villejuif, FranceHop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
机构:
Department of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MNDepartment of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
Behrns K.E.
;
Tsiotos G.G.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MNDepartment of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
Tsiotos G.G.
;
DeSouza N.F.
论文数: 0引用数: 0
h-index: 0
机构:
Laboratory Medicine and Pathology, Mayo Clinic and Mayo Foundation, Rochester, MNDepartment of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
DeSouza N.F.
;
Krishna M.K.
论文数: 0引用数: 0
h-index: 0
机构:
Laboratory Medicine and Pathology, Mayo Clinic and Mayo Foundation, Rochester, MNDepartment of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
Krishna M.K.
;
Ludwig J.
论文数: 0引用数: 0
h-index: 0
机构:
Laboratory Medicine and Pathology, Mayo Clinic and Mayo Foundation, Rochester, MNDepartment of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
Ludwig J.
;
Nagorney D.M.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
Department of Surgery, Mayo Clinic, Rochester, MN 55905Department of Surgery, Mayo Clinic and Mayo Foundation, Rochester, MN
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Soochow Univ, Grad Sch, Suzhou, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Chen, X.
;
Zhai, J.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Zhai, J.
;
Cai, X.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Cai, X.
;
Zhang, Y.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Zhang, Y.
;
Wei, L.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Tumour Immunol & Gene Therapy Ctr, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Wei, L.
;
Shi, L.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Shi, L.
;
Wu, D.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Wu, D.
;
Shen, F.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Shen, F.
;
Lau, W-Y
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Chinese Univ Hong Kong, Fac Med, Shatin, Hong Kong, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Lau, W-Y
;
Wu, M.
论文数: 0引用数: 0
h-index: 0
机构:
Second Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China
Natl Sci Ctr Liver Canc, Shanghai, Peoples R ChinaSecond Mil Med Univ, Dept Hepat Surg, Eastern Hepatobiliary Surg Hosp, Shanghai 200438, Peoples R China