Literature DB >> 32768590

Validation of the Updated Hepatocellular Carcinoma Early Detection Screening Algorithm in a Community-Based Cohort of Patients With Cirrhosis of Multiple Etiologies.

Nabihah Tayob1, Douglas A Corley2, Israel Christie3, Lucy Almers2, Ahmed K Rahal4, Peter Richardson3, Donna L White3, Jessica Davila3, Fasiha Kanwal3, Hashem B El-Serag5.   

Abstract

BACKGROUND & AIMS: The Hepatocellular carcinoma (HCC) Early detection Screening (HES) algorithm has been proposed to improve the performance of the serum alpha-fetoprotein (AFP) test in surveillance for HCC. The HES algorithm incorporates data on age, level of alanine aminotransferase, platelet count, and rate of AFP change to increase likelihood of earlier detection and thereby reduce HCC-related mortality. We updated the HES algorithm to include etiology of cirrhosis and validated it in a community-based cohort.
METHODS: We collected data from the Veterans Health Administration, from 2010 through 2015, on etiologies for HCC, including hepatitis C, hepatitis B, alcoholic liver disease, and non-alcoholic fatty liver disease. We used these data to update the HES algorithm and tested its accuracy using data from patients with cirrhosis in the Kaiser Permanente Northern California healthcare system (validation cohort).
RESULTS: Among the 7432 patients with cirrhosis in the validation cohort, 1102 were diagnosed with HCC during a median follow-up time of 3.21 years; 709 patients had early-stage HCC. The HES algorithm identified patients who would receive a diagnosis of early-stage HCC within the next 6 months with 51.20% sensitivity and 90.00% specificity, compared with 46.02% sensitivity for the AFP test alone (5.18% absolute improvement; P = .0015). In HCC screening, a positive result from HES or AFP test leads to follow-up evaluation with more sensitive imaging methods. The number of early-stage HCC cases detected per 1000 imaging analyses were 136.46 with the HES algorithm vs 118.01 with the AFP test alone (P < .0005). The HES algorithm identified 56.00% of patients with HCC in the 6 months before their diagnosis despite no detection of nodules by surveillance ultrasound; the AFP test identified only 50.00% of these patients.
CONCLUSIONS: We validated the HES algorithm using data from a diverse community-based cohort of patients with cirrhosis. The algorithm offers a modest but useful advantage over the AFP test alone in detection of early-stage HCC with virtually no added cost. Published by Elsevier Inc.

Entities:  

Keywords:  AFP; Biomarkers; HBV; HCV; Laboratory Values; Liver Cancer; Surveillance

Mesh:

Substances:

Year:  2020        PMID: 32768590      PMCID: PMC8201947          DOI: 10.1016/j.cgh.2020.07.065

Source DB:  PubMed          Journal:  Clin Gastroenterol Hepatol        ISSN: 1542-3565            Impact factor:   13.576


  19 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.  Understanding interobserver agreement: the kappa statistic.

Authors:  Anthony J Viera; Joanne M Garrett
Journal:  Fam Med       Date:  2005-05       Impact factor: 1.756

4.  AASLD guidelines for the treatment of hepatocellular carcinoma.

Authors:  Julie K Heimbach; Laura M Kulik; Richard S Finn; Claude B Sirlin; Michael M Abecassis; Lewis R Roberts; Andrew X Zhu; M Hassan Murad; Jorge A Marrero
Journal:  Hepatology       Date:  2018-01       Impact factor: 17.425

5.  Effectiveness of hepatocellular carcinoma surveillance in patients with cirrhosis.

Authors:  Amit G Singal; Hari S Conjeevaram; Michael L Volk; Sherry Fu; Robert J Fontana; Fred Askari; Grace L Su; Anna S Lok; Jorge A Marrero
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2012-02-28       Impact factor: 4.254

6.  The Updated Model: An Adjusted Serum Alpha-Fetoprotein-Based Algorithm for Hepatocellular Carcinoma Detection With Hepatitis C Virus-Related Cirrhosis.

Authors:  Donna L White; Peter Richardson; Nabiha Tayoub; Jessica A Davila; Fasiha Kanwal; Hashem B El-Serag
Journal:  Gastroenterology       Date:  2015-10-28       Impact factor: 22.682

7.  Surveillance Imaging and Alpha Fetoprotein for Early Detection of Hepatocellular Carcinoma in Patients With Cirrhosis: A Meta-analysis.

Authors:  Kristina Tzartzeva; Joseph Obi; Nicole E Rich; Neehar D Parikh; Jorge A Marrero; Adam Yopp; Akbar K Waljee; Amit G Singal
Journal:  Gastroenterology       Date:  2018-02-06       Impact factor: 22.682

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

Authors:  Nabihah Tayob; Israel Christie; Peter Richardson; Ziding Feng; Donna L White; Jessica Davila; Douglas A Corley; Fasiha Kanwal; Hashem B El-Serag
Journal:  Clin Gastroenterol Hepatol       Date:  2018-12-14       Impact factor: 11.382

Review 9.  Epidemiology and Management of Hepatocellular Carcinoma.

Authors:  Laura Kulik; Hashem B El-Serag
Journal:  Gastroenterology       Date:  2018-10-24       Impact factor: 22.682

10.  Evaluating screening approaches for hepatocellular carcinoma in a cohort of HCV related cirrhosis patients from the Veteran's Affairs Health Care System.

Authors:  Nabihah Tayob; Peter Richardson; Donna L White; Xiaoying Yu; Jessica A Davila; Fasiha Kanwal; Ziding Feng; Hashem B El-Serag
Journal:  BMC Med Res Methodol       Date:  2018-01-04       Impact factor: 4.615

View more
  6 in total

1.  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

2.  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

3.  GALAD demonstrates high sensitivity for HCC surveillance in a cohort of patients with cirrhosis.

Authors:  Amit G Singal; Nabihah Tayob; Anand Mehta; Jorge A Marrero; Hashem El-Serag; Qingchun Jin; Cristian Saenz de Viteri; Austin Fobar; Neehar D Parikh
Journal:  Hepatology       Date:  2021-12-17       Impact factor: 17.298

Review 4.  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

Review 5.  Biomarkers for hepatocellular carcinoma based on body fluids and feces.

Authors:  Ming-Cheng Guan; Wei Ouyang; Ming-Da Wang; Lei Liang; Na Li; Ting-Ting Fu; Feng Shen; Wan-Yee Lau; Qiu-Ran Xu; Dong-Sheng Huang; Hong Zhu; Tian Yang
Journal:  World J Gastrointest Oncol       Date:  2021-05-15

6.  Clinical Value and Underlying Mechanisms of Upregulated LINC00485 in Hepatocellular Carcinoma.

Authors:  Xinyu Zhu; Yanlin Feng; Dingdong He; Zi Wang; Fangfang Huang; Jiancheng Tu
Journal:  Front Oncol       Date:  2021-07-05       Impact factor: 6.244

  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.