Evaluation of staging systems to predict prognosis in hepatocellular carcinoma patients treated with radioembolization

被引:2
|
作者
Meram, Ece [1 ]
Longhurst, Colin [2 ]
Vardar, Baran Umut [1 ]
Karaoglu, Kerim [1 ]
Laeseke, Paul F. [1 ]
Ozkan, Orhan S. [1 ]
机构
[1] Univ Wisconsin Madison, Dept Radiol, Madison, WI 53706 USA
[2] Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI USA
关键词
Radioembolization; Hepatocellular carcinoma; Staging; Prognosis; CHEMOEMBOLIZATION; SURVIVAL; CANCER; SORAFENIB;
D O I
10.1016/j.heliyon.2022.e08770
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Purpose: To compare the prognostic accuracy of nine staging systems, some of which are well-known and some of which have only been more recently described, for patients with unresectable HCC treated with radioembolization (RE). Materials and methods: Individual scores or classes for the following staging systems were recorded or calculated for patients (n = 89) with unresectable HCC who underwent RE at a single tertiary care center from January 2008 to October 2016: Eastern Cooperative Oncology Group, Barcelona Clinic Liver Cancer, Hong Kong Liver Cancer, Okuda, Cancer of the Liver Italian Program (CLIP), Model for End Stage Liver Disease, Child-Pugh (CP) Categorical and Numeric, and Albumin-Bilirubin. For each staging system, a cox proportional hazards regression model was fit to the data and log-rank test statistics, concordance indices, Akaike Information Criteria (AIC) and other diagnostic statistics were calculated. Results: Of the nine staging systems analyzed, the basic discriminatory ability assessed with the log-rank test (rejected at the alpha = .05-level) was significant for two of the systems: CP Numeric (p<.001) and CLIP (p<.05). Out of these two systems, CP Numeric system had a higher prognostic accuracy than CLIP with the lowest AIC (464.90), the highest optimism-corrected pseudo R-2 (0.16), and the highest estimated concordance index (0.64). Conclusion: As applied to our patient population, the CP Numeric system contained the most predictive prognostic information for patients with HCC undergoing radioembolization. However, all evaluated staging systems performed suboptimally, and the relative superiority of any of the systems remains unclear when ranking them according to common practice. Further evaluation of current ranking methodologies is recommended.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Comparative Study of Staging Systems for Hepatocellular Carcinoma in 428 Patients Treated with Radioembolization
    Memon, Khairuddin
    Kulik, Laura M.
    Lewandowski, Robert J.
    Wang, Edward
    Wang, Jonathan
    Ryu, Robert K.
    Hickey, Ryan
    Vouche, Michael
    Baker, Talia
    Ganger, Daniel
    Gates, Vanessa L.
    Habib, Ali
    Mulcahy, Mary F.
    Salem, Riad
    JOURNAL OF VASCULAR AND INTERVENTIONAL RADIOLOGY, 2014, 25 (07) : 1056 - 1066
  • [2] Advanced Hepatocellular Carcinoma: Which Staging Systems Best Predict Prognosis?
    Huitzil-Melendez, Fidel-David
    Capanu, Marinela
    O'Reilly, Eileen M.
    Duffy, Austin
    Gansukh, Bolorsukh
    Saltz, Leonard L.
    Abou-Alfa, Ghassan K.
    JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (17) : 2889 - 2895
  • [3] Evaluation of Initial Staging and Treatment in Prognosis of Hepatocellular Carcinoma Patients
    Burnett, N.
    Dunki-Jacobs, E.
    Callender, G. G.
    Anderson, R.
    Scoggins, C. R.
    McMasters, K. M.
    Martin, R. C.
    ANNALS OF SURGICAL ONCOLOGY, 2013, 20 : S114 - S115
  • [4] Evaluation of models to predict prognosis in patients with advanced hepatocellular carcinoma treated with TACE combined with apatinib
    Sun, Fang
    Liu, Kai-Cai
    Ul Ain, Qurat
    Lu, Dong
    Zhou, Chun-Ze
    Xiao, Jing-Kun
    Zhang, Xing-Ming
    Zhang, Zheng-Feng
    Cheng, Deng-Lei
    He, Yu-Sheng
    Lv, Wei-Fu
    BMC GASTROENTEROLOGY, 2024, 24 (01) : 129
  • [5] Evaluation of a simplified staging system for prognosis of hepatocellular carcinoma
    Lui, WY
    Chiu, ST
    Chiu, JH
    Loong, CC
    Chau, GY
    King, KL
    Hsia, CY
    Wu, CW
    P'eng, FK
    JOURNAL OF THE FORMOSAN MEDICAL ASSOCIATION, 1999, 98 (04) : 248 - 253
  • [6] Prognosis of hepatocellular carcinoma: Assessment of eleven staging systems
    Liu, Po-Hong
    Hsu, Chia-Yang
    Hsia, Cheng-Yuan
    Lee, Yun-Hsuan
    Su, Chien-Wei
    Huang, Yi-Hsiang
    Lee, Fa-Yauh
    Lin, Han-Chieh
    Huo, Teh-Ia
    JOURNAL OF HEPATOLOGY, 2016, 64 (03) : 601 - 608
  • [7] Prognosis of hepatocellular carcinoma according to new staging systems
    Caselitz, M
    Masche, N
    Flemming, P
    Stern, C
    Manns, MP
    Wagner, S
    Kubicka, S
    DEUTSCHE MEDIZINISCHE WOCHENSCHRIFT, 2004, 129 (33) : 1725 - 1730
  • [8] Comparison of staging systems to predict survival in hepatocellular carcinoma
    Pascual, Sonia
    Zapater, Pedro
    Such, Jose
    Garcia-Herola, Antonio
    Sempere, Laura
    Irurzun, Javier
    Palazon, Jose Maria
    Carnicer, Fernando
    Perez-Mateo, Miguel
    LIVER INTERNATIONAL, 2006, 26 (06) : 673 - 679
  • [9] Comparing Staging Systems for Predicting Prognosis and Survival in Patients with Hepatocellular Carcinoma in Egypt
    Gomaa, Asmaa Ibrahim
    Hashim, Mohamed Saad
    Waked, Imam
    PLOS ONE, 2014, 9 (03):
  • [10] Clinical staging and indicators of prognosis in patients with hepatocellular carcinoma
    Bruix, J
    MALIGNANT LIVER TUMOURS: BASIC CONCEPTS AND CLINICAL MANAGEMENT, 2003, 127 : 87 - 92