Albumin-bilirubin (ALBI) grade-based nomogram to predict tumor recurrence in patients with hepatocellular carcinoma

被引:40
|
作者
Ho, Shu-Yein [1 ,3 ]
Hsu, Chia-Yang [3 ,6 ]
Liu, Po-Hong [3 ,7 ]
Hsia, Cheng-Yuan [2 ,3 ]
Su, Chien-Wei [1 ,3 ]
Huang, Yi-Hsiang [1 ,3 ,4 ]
Hou, Ming-Chih [1 ,3 ]
Huo, Teh-Ia [1 ,3 ,5 ]
机构
[1] Taipei Vet Gen Hosp, Dept Med, Taipei, Taiwan
[2] Taipei Vet Gen Hosp, Dept Surg, Taipei, Taiwan
[3] Natl Yang Ming Univ, Fac Med, Sch Med, Taipei, Taiwan
[4] Natl Yang Ming Univ, Sch Med, Inst Clin Med, Taipei, Taiwan
[5] Natl Yang Ming Univ, Sch Med, Inst Pharmacol, Taipei, Taiwan
[6] Univ Michigan, Div Gastroenterol & Hepatol, Ann Arbor, MI 48109 USA
[7] Univ Texas Southwestern Med Ctr Dallas, Dept Internal Med, Dallas, TX USA
来源
EJSO | 2019年 / 45卷 / 05期
关键词
Albumin-bilirubin grade; Nomogram; Hepatocellular carcinoma; Surgical resection; Recurrence; LONG-TERM SURVIVAL; RISK-FACTORS; LIVER-FUNCTION; TRANSARTERIAL CHEMOEMBOLIZATION; INTRAHEPATIC RECURRENCE; RADIOFREQUENCY ABLATION; PROGNOSTIC NOMOGRAM; SURGICAL RESECTION; STAGING SYSTEMS; MODEL;
D O I
10.1016/j.ejso.2018.10.541
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Tumor recurrence after curative resection is common in hepatocellular carcinoma (HCC), but large-scale long-term prediction on an individual basis has seldom been reported. We aimed to construct an albumin-bilirubin (ALBI) grade-based nomogram to predict tumor recurrence in patients with HCC undergoing surgical resection. Methods: A total 1038 patients with newly diagnosed HCC undergoing curative resection between 2002 and 2016 were enrolled. Baseline characteristics, tumor status and severity of liver functional reserve were collected. The Cox proportional hazards model was used to predict tumor recurrence and construct the nomogram. The performance of the nomogram was evaluated by the discrimination and calibration tests. Results: After a mean follow up time of 30 months, 510 (49%) patients developed tumor recurrence. The cumulative recurrence-free survival at 1, 3, 5, and 10 years were 79%, 51%, 38% and 26%, respectively. In the Cox multivariate model, ALBI grade 2-3, multiple tumors, tumor size equal or large than 2 cm, serum a-fetoprotein level equal or greater than 20 ng/ml and total tumor volume equal or larger than 227 cm(3) were independent risk factors associated with tumor recurrence. A nomogram was constructed based on these five variables. Internal validation with 10,380 bootstrapped sample sets had a good concordance of 0.607 (95% of confidence interval: 0.587-0.627). The calibration plots for 1-, 3- and 5-year recurrence free survival well matched the idealized 45-degree line. Conclusions: ALBI is a feasible marker for tumor recurrence. This easy-to-use ALBI grade-based nomogram may predict tumor recurrence for individual HCC patient undergoing surgical resection. (C) 2018 Elsevier Ltd, BASO similar to The Association for Cancer Surgery, and the European Society of Surgical Oncology. All rights reserved.
引用
收藏
页码:776 / 781
页数:6
相关论文
共 50 条
  • [41] Usefulness of albumin-bilirubin grade for evaluation of prognosis of 2584 Japanese patients with hepatocellular carcinoma
    Hiraoka, Atsushi
    Kumada, Takashi
    Michitaka, Kojiro
    Toyoda, Hidenori
    Tada, Toshifumi
    Ueki, Hidetaro
    Kaneto, Miho
    Aibiki, Toshihiko
    Okudaira, Tomonari
    Kawakami, Takamasa
    Kawamura, Tomoe
    Yamago, Hiroka
    Suga, Yoshifumi
    Miyamoto, Yuji
    Tomida, Hideomi
    Azemoto, Nobuaki
    Mori, Kenichiro
    Miyata, Hideki
    Ninomiya, Tomoyuki
    Kawasaki, Hideki
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2016, 31 (05) : 1031 - 1036
  • [42] Prognostic value of the albumin-bilirubin grade in patients with hepatocellular carcinoma and other liver diseases
    Feng, Dayun
    Wang, Mengmeng
    Hu, Jie
    Li, Songlun
    Zhao, Shoujie
    Li, Huichen
    Liu, Lei
    ANNALS OF TRANSLATIONAL MEDICINE, 2020, 8 (08)
  • [43] Prognostic value of the albumin-bilirubin grade in patients with hepatocellular carcinoma: Validation in a Chinese cohort
    Li, Mu-xing
    Zhao, Hong
    Bi, Xin-yu
    Li, Zhi-yu
    Huang, Zhen
    Han, Yue
    Zhou, Jian-guo
    Zhao, Jian-jun
    Zhang, Ye-fan
    Cai, Jian-qiang
    HEPATOLOGY RESEARCH, 2017, 47 (08) : 731 - 741
  • [44] Albumin-Bilirubin grade based novel risk prediction model for patients with hepatocellular carcinoma undergoing chemoembolization
    Sinn, D. H.
    Song, B. G.
    Kang, W.
    Gwak, G. -Y.
    Paik, Y. -H.
    Lee, J. H.
    Koh, K. C.
    Paik, S. W.
    Choi, M. S.
    JOURNAL OF HEPATOLOGY, 2017, 66 (01) : S208 - S208
  • [45] Hepatocellular Carcinoma: Nomograms Based on the Albumin-Bilirubin Grade to Assess the Outcomes of Radiofrequency Ablation
    Kao, Wei-Yu
    Su, Chien-Wei
    Chiou, Yi-You
    Chiu, Nai-Chi
    Liu, Chien-An
    Fang, Kuan-Chieh
    Huo, Teh-la
    Huang, Yi-Hsiang
    Chang, Chun-Chao
    Hou, Ming-Chih
    Lin, Han-Chieh
    Wu, Jaw-Ching
    RADIOLOGY, 2017, 285 (02) : 670 - 680
  • [46] Survival Prediction with Albumin-Bilirubin (ALBI) Changes in Hepatocellular Carcinoma Patients Treated with External Beam Radiotherapy (EBRT)
    Thonglert, K.
    Apisarnthanarax, S.
    Nyflot, M.
    Bowen, S. R.
    He, Y.
    Tsai, J.
    Chamseddine, I.
    Pursley, J.
    Roberts, H. J.
    Wo, J. Y.
    Yeap, B. Y.
    Hong, T. S.
    Prayongrat, A.
    Alisanant, P.
    Amornwichet, N.
    Khorprasert, C.
    Grassberger, C.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2024, 120 (02): : S144 - S145
  • [47] Survival of Patients with Hepatocellular Carcinoma in Renal Insufficiency: Prognostic Role of Albumin-Bilirubin Grade
    Ho, Shu-Yein
    Hsu, Chia-Yang
    Liu, Po-Hong
    Ko, Chih-Chieh
    Huang, Yi-Hsiang
    Su, Chien-Wei
    Lee, Rheun-Chuan
    Hou, Ming-Chih
    Huo, Teh-Ia
    CANCERS, 2020, 12 (05)
  • [48] Integration of Albumin-Bilirubin (ALBI) score into current tumour staging system for hepatocellular carcinoma (HCC)
    Chan, S. L.
    To, K. F.
    Mo, F.
    Chong, C. C. N.
    Yeo, W.
    Johnson, P.
    Lai, P.
    Chan, A. W. H.
    EUROPEAN JOURNAL OF CANCER, 2015, 51 : S414 - S414
  • [49] Incorporating albumin-bilirubin grade and up-to-seven criteria to predict outcomes of patients with intermediate stage hepatocellular carcinoma
    Chen, Hsin-Yeh
    Lu, Sheng-Nan
    Wang, Jing-Houng
    Chen, Chien-Hung
    Hung, Chao-Hung
    Kee, Kwong-Ming
    Yen, Yi-Hao
    Kuo, Yuan-Hung
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2021, 36 : 61 - 61
  • [50] Nomogram and Artificial Neural Network for Prognostic Performance on the Albumin-Bilirubin Grade for Hepatocellular Carcinoma Undergoing Transarterial Chemoembolization
    Zhong, Bin-Yan
    Ni, Cai-Fang
    Ji, Jian-Song
    Yin, Guo-Wen
    Chen, Li
    Zhu, Hai-Dong
    Guo, Jin-He
    He, Shi-Cheng
    Deng, Gang
    Zhang, Qi
    Li, Pei-Cheng
    Yu, Hui
    Song, Jing-Jing
    Teng, Gao-Jun
    JOURNAL OF VASCULAR AND INTERVENTIONAL RADIOLOGY, 2019, 30 (03) : 330 - 338