Predicting long-term survival among patients with HCC

被引:1
|
作者
Goldberg, David [1 ,2 ,3 ]
Reese, Peter P. [4 ,5 ]
Kaplan, David A. [6 ,7 ]
Zarnegarnia, Yalda [3 ]
Gaddipati, Neelima [8 ]
Gaddipati, Sirisha [8 ]
John, Binu [1 ,9 ]
Blandon, Catherine [1 ]
机构
[1] Univ Miami, Miller Sch Med, Dept Med, Div Digest Hlth & Liver Dis, Miami, FL USA
[2] Univ Miami, Miller Sch Med, Dept Publ Hlth Sci, Miami, FL USA
[3] Univ Miami, Sylvester Comprehens Canc Ctr, Miller Sch Med, Miami, FL USA
[4] Univ Penn, Perelman Sch Med, Dept Med, Renal Electrolyte & Hypertens Div, Philadelphia, PA USA
[5] Univ Penn, Perelman Sch Med, Dept Biostat Epidemiol & Informat, Philadelphia, PA USA
[6] Univ Penn, Perelman Sch Med, Dept Med, Div Gastroenterol & Hepatol, Philadelphia, PA USA
[7] Corporal Michael J Crescenz VA Med Ctr, Dept Med, Philadelphia, PA USA
[8] Jackson Mem Hosp, Dept Med, Miami, FL USA
[9] Bruce Carter VA Med Ctr, Dept Med, Miami, FL USA
关键词
HCC; prediction; survival; HEPATOCELLULAR-CARCINOMA SURVEILLANCE; LIVER-TRANSPLANTATION; DATA SYSTEM; LI-RADS; STAGING SYSTEM; CATEGORIZATION; OUTCOMES; MODEL; CHEMOTHERAPY; FEATURES;
D O I
10.1097/HC9.0000000000000581
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background:Prognosticating survival among patients with HCC and cirrhosis must account for both the tumor burden/stage, as well as the severity of the underlying liver disease. Although there are many staging systems used to guide therapy, they have not been widely adopted to predict patient-level survival after the diagnosis of HCC. We sought to develop a score to predict long-term survival among patients with early- to intermediate-stage HCC using purely objective criteria.Methods:Retrospective cohort study among patients with HCC confined to the liver, without major medical comorbidities within the Veterans Health Administration from 2014 to 2023. Tumor data were manually abstracted and combined with clinical and laboratory data to predict 5-year survival from HCC diagnosis using accelerated failure time models. The data were randomly split using a 75:25 ratio for training and validation. Model discrimination and calibration were assessed and compared to other HCC staging systems.Results:The cohort included 1325 patients with confirmed HCC. A risk score using baseline clinical, laboratory, and HCC-related survival had excellent discrimination (integrated AUC: 0.71 in the validation set) and calibration (based on calibration plots and Brier scores). Models had superior performance to the BCLC and ALBI scores and similar performance to the combined BCLC-ALBI score.Conclusions:We developed a risk score using purely objective data to accurately predict long-term survival for patients with HCC. This score, if validated, can be used to prognosticate survival for patients with HCC, and, in the setting of liver transplantation, can be incorporated to consider the net survival benefit of liver transplantation versus other curative options.
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页数:12
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