Literature DB >> 30557738

Validation of the Hepatocellular Carcinoma Early Detection Screening (HES) Algorithm in a Cohort of Veterans With Cirrhosis.

Nabihah Tayob1, Israel Christie2, Peter Richardson2, Ziding Feng1, Donna L White2, Jessica Davila2, Douglas A Corley3, Fasiha Kanwal2, Hashem B El-Serag4.   

Abstract

BACKGROUND & AIMS: Early detection of hepatocellular carcinoma (HCC) through surveillance reduces mortality associated with this cancer. Guidelines recommend HCC surveillance every 6 months for patients with cirrhosis, via ultrasonography, with or without measurement of serum level of alpha fetoprotein (AFP).
METHODS: We previously developed and internally validated an HCC early detection screening (HES) algorithm that included patient's current level of AFP, rate of AFP change, age, level of alanine aminotransferase, and platelet count in a department of Veterans affairs (VA) cohort with active hepatitis C virus-related cirrhosis. HES score was associated with 3.84% absolute improvement in sensitivity of detection of HCC compared with AFP alone, at 90% specificity, within 6 months prior to diagnosis of this cancer. We externally validated the HES algorithm in a cohort of 38,431 patients with cirrhosis of any etiology evaluated at a VA medical center from 2010 through 2015.
RESULTS: A total of 4804 cases of HCC developed during a median follow-up time of 3.12 years. At 90% specificity, the HES algorithm identified patients with HCC with 52.56% sensitivity, compared to 48.13% sensitivity for the AFP assay alone, within 6 months prior to diagnosis; this was an absolute improvement of 4.43% (P < .0005). In HCC screening, a positive result leads to follow-up evaluation by computed tomography or magnetic resonance imaging. We estimated that the number of HCC cases detected per 1000 imaging analyses was 198.57 for the HES algorithm vs 185.52 for the AFP assay alone, or detection of 13 additional cases of HCC (P < .0005).
CONCLUSION: We validated the HES algorithm in detection of HCC in patients with cirrhosis of any etiology evaluated at VA medical centers. The algorithm offers a modest but useful advantage over AFP alone in HCC surveillance.
Copyright © 2019 AGA Institute. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  ALT; HCV; Longitudinal Biomarkers; Predictive Modeling

Mesh:

Substances:

Year:  2018        PMID: 30557738      PMCID: PMC6570589          DOI: 10.1016/j.cgh.2018.12.005

Source DB:  PubMed          Journal:  Clin Gastroenterol Hepatol        ISSN: 1542-3565            Impact factor:   11.382


  16 in total

1.  Determinants of serum alpha-fetoprotein levels in hepatitis C-infected patients.

Authors:  Peter Richardson; Zhigang Duan; Jennifer Kramer; Jessica A Davila; Gia L Tyson; Hashem B El-Serag
Journal:  Clin Gastroenterol Hepatol       Date:  2011-12-07       Impact factor: 11.382

Review 2.  Hepatocellular carcinoma.

Authors:  Hashem B El-Serag
Journal:  N Engl J Med       Date:  2011-09-22       Impact factor: 91.245

3.  Cancer incidence among patients of the U.S. Veterans Affairs Health Care System.

Authors:  Leah L Zullig; George L Jackson; Raye Anne Dorn; Dawn T Provenzale; Rebecca McNeil; Catherine M Thomas; Michael J Kelley
Journal:  Mil Med       Date:  2012-06       Impact factor: 1.437

4.  Management of hepatocellular carcinoma.

Authors:  Jordi Bruix; Morris Sherman
Journal:  Hepatology       Date:  2005-11       Impact factor: 17.425

5.  Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond.

Authors:  Michael J Pencina; Ralph B D'Agostino; Ralph B D'Agostino; Ramachandran S Vasan
Journal:  Stat Med       Date:  2008-01-30       Impact factor: 2.373

6.  Use of surveillance for hepatocellular carcinoma among patients with cirrhosis in the United States.

Authors:  Jessica A Davila; Robert O Morgan; Peter A Richardson; Xianglin L Du; Katherine A McGlynn; Hashem B El-Serag
Journal:  Hepatology       Date:  2010-07       Impact factor: 17.425

7.  The validity of viral hepatitis and chronic liver disease diagnoses in Veterans Affairs administrative databases.

Authors:  J R Kramer; J A Davila; E D Miller; P Richardson; T P Giordano; H B El-Serag
Journal:  Aliment Pharmacol Ther       Date:  2007-11-08       Impact factor: 8.171

Review 8.  Test characteristics of alpha-fetoprotein for detecting hepatocellular carcinoma in patients with hepatitis C. A systematic review and critical analysis.

Authors:  Samir Gupta; Stephen Bent; Jeffrey Kohlwes
Journal:  Ann Intern Med       Date:  2003-07-01       Impact factor: 25.391

9.  A new laboratory-based algorithm to predict development of hepatocellular carcinoma in patients with hepatitis C and cirrhosis.

Authors:  Hashem B El-Serag; Fasiha Kanwal; Jessica A Davila; Jennifer Kramer; Peter Richardson
Journal:  Gastroenterology       Date:  2014-01-23       Impact factor: 22.682

10.  Alpha-fetoprotein, des-gamma carboxyprothrombin, and lectin-bound alpha-fetoprotein in early hepatocellular carcinoma.

Authors:  Jorge A Marrero; Ziding Feng; Yinghui Wang; Mindie H Nguyen; Alex S Befeler; Lewis R Roberts; K Rajender Reddy; Denise Harnois; Josep M Llovet; Daniel Normolle; Jackie Dalhgren; David Chia; Anna S Lok; Paul D Wagner; Sudhir Srivastava; Myron Schwartz
Journal:  Gastroenterology       Date:  2009-04-09       Impact factor: 22.682

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  14 in total

Review 1.  Overdiagnosis of hepatocellular carcinoma: Prevented by guidelines?

Authors:  Nicole E Rich; Amit G Singal
Journal:  Hepatology       Date:  2022-01-18       Impact factor: 17.425

Review 2.  Circulating biomarkers in the diagnosis and management of hepatocellular carcinoma.

Authors:  Philip Johnson; Qing Zhou; Doan Y Dao; Y M Dennis Lo
Journal:  Nat Rev Gastroenterol Hepatol       Date:  2022-06-08       Impact factor: 73.082

3.  Trends and Disparities in Treatment Utilization for Early-Stage Hepatocellular Carcinoma in the Veteran Population.

Authors:  Patricio M Polanco; Michelle R Ju; Matthieu Chansard; M Mathew Augustine; Jennie Meier; Eric Mortensen; Herbert J Zeh; Adam C Yopp
Journal:  Ann Surg Oncol       Date:  2022-05-22       Impact factor: 4.339

4.  Personalized statistical learning algorithms to improve the early detection of cancer using longitudinal biomarkers.

Authors:  Nabihah Tayob; Ziding Feng
Journal:  Cancer Biomark       Date:  2022       Impact factor: 3.828

5.  The Performance of AFP, AFP-3, DCP as Biomarkers for Detection of Hepatocellular Carcinoma (HCC): A Phase 3 Biomarker Study in the United States.

Authors:  Nabihah Tayob; Fasiha Kanwal; Abeer Alsarraj; Ruben Hernaez; Hashem B El-Serag
Journal:  Clin Gastroenterol Hepatol       Date:  2022-02-03       Impact factor: 13.576

6.  Abdominal ultrasound and alpha-foetoprotein for the diagnosis of hepatocellular carcinoma in adults with chronic liver disease.

Authors:  Agostino Colli; Tin Nadarevic; Damir Miletic; Vanja Giljaca; Mirella Fraquelli; Davor Štimac; Giovanni Casazza
Journal:  Cochrane Database Syst Rev       Date:  2021-04-15

7.  Comparative performance of risk prediction models for hepatitis B-related hepatocellular carcinoma in the United States.

Authors:  Hyun-Seok Kim; Xian Yu; Jennifer Kramer; Aaron P Thrift; Pete Richardson; Yao-Chun Hsu; Avegail Flores; Hashem B El-Serag; Fasiha Kanwal
Journal:  J Hepatol       Date:  2021-09-23       Impact factor: 25.083

Review 8.  Rational HCC screening approaches for patients with NAFLD.

Authors:  Amit G Singal; Hashem B El-Serag
Journal:  J Hepatol       Date:  2021-09-09       Impact factor: 25.083

9.  Biomarkers for the Early Detection of Hepatocellular Carcinoma.

Authors:  Neehar D Parikh; Anand S Mehta; Amit G Singal; Timothy Block; Jorge A Marrero; Anna S Lok
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2020-04-01       Impact factor: 4.254

10.  A male-ABCD algorithm for hepatocellular carcinoma risk prediction in HBsAg carriers.

Authors:  Yuting Wang; Minjie Wang; He Li; Kun Chen; Hongmei Zeng; Xinyu Bi; Zheng Zhu; Yuchen Jiao; Yong Wang; Jian Zhu; Hui Zhao; Xiang Liu; Chunyun Dai; Chunsun Fan; Can Zhao; Deyin Guo; Hong Zhao; Jianguo Zhou; Dongmei Wang; Zhiyuan Wu; Xinming Zhao; Wei Cui; Xuehong Zhang; Jianqiang Cai; Wanqing Chen; Chunfeng Qu
Journal:  Chin J Cancer Res       Date:  2021-06-30       Impact factor: 5.087

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