GALAD Score for Hepatocellular Carcinoma Detection in Comparison with Liver Ultrasound and Proposal of GALADUS Score

被引:157
作者
Yang, Ju Dong [1 ]
Addissie, Benyam D. [1 ]
Mara, Kristin C. [2 ]
Harmsen, William S. [2 ]
Dai, Jianliang [3 ]
Zhang, Ning [1 ]
Wongjarupong, Nicha [1 ]
Ali, Hawa M. [1 ]
Ali, Hamdi A. [1 ]
Hassan, Fatima A. [1 ]
Lavu, Sravanthi [1 ]
Cvinar, Jessica L. [1 ]
Giama, Nasra H. [1 ]
Moser, Catherine D. [1 ]
Miyabe, Katsuyuki [1 ]
Allotey, Loretta K. [1 ]
Algeciras-Schimnich, Alicia [4 ]
Theobald, J. Paul [5 ]
Ward, Melissa M. [5 ]
Nguyen, Mindie H. [6 ]
Befeler, Alex S. [7 ]
Reddy, K. Rajender [8 ]
Schwartz, Myron [9 ]
Harnois, Denise M. [10 ]
Yamada, Hiroyuki [11 ]
Srivastava, Sudhir [12 ]
Rinaudo, Jo Ann [12 ]
Gores, Gregory J. [1 ]
Feng, Ziding [3 ]
Marrero, Jorge A. [13 ]
Roberts, Lewis R. [1 ]
机构
[1] Mayo Clin, Coll Med & Sci, Div Gastroenterol & Hepatol, Rochester, MN 55905 USA
[2] Mayo Clin, Coll Med & Sci, Div Biomed Stat & Informat, Rochester, MN 55905 USA
[3] Univ Texas MD Anderson Canc Ctr, Dept Biostat, Houston, TX 77030 USA
[4] Mayo Clin, Coll Med & Sci, Dept Lab Med & Pathol, Rochester, MN 55905 USA
[5] Mayo Clin, Coll Med & Sci, Clin Immunoassay Lab, Rochester, MN 55905 USA
[6] Stanford Univ, Med Ctr, Div Gastroenterol & Hepatol, Palo Alto, CA 94304 USA
[7] St Louis Univ, Div Gastroenterol & Hepatol, St Louis, MO 63103 USA
[8] Hosp Univ Penn, Div Gastroenterol, Philadelphia, PA USA
[9] Mt Sinai Med Ctr, Dept Gen Surg, New York, NY 10029 USA
[10] Mayo Clin, Coll Med & Sci, Div Gastroenterol & Hepatol, Jacksonville, FL 32224 USA
[11] Wako Diagnost, Mountain View, CA USA
[12] NCI, Div Canc Prevent, Rockville, MD USA
[13] UT Southwestern Med Ctr, Div Digest & Liver Dis, Dallas, TX USA
关键词
DES-GAMMA-CARBOXYPROTHROMBIN; CLINICAL-PRACTICE GUIDELINES; ALPHA-FETOPROTEIN; HEPATITIS-B; SURVEILLANCE; DIAGNOSIS; BIOMARKERS; MANAGEMENT; CIRRHOSIS; SURVIVAL;
D O I
10.1158/1055-9965.EPI-18-0281
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: The GALAD score is a serum biomarker-based model that predicts the probability of having hepatocellular carcinoma (HCC) in patients with chronic liver disease. We aimed to assess the performance of the GALAD score in comparison with liver ultrasound for detection of HCC. Methods: A single-center cohort of 111 HCC patients and 180 controls with cirrhosis or chronic hepatitis B and a multicenter cohort of 233 early HCC and 412 cirrhosis patients from the Early Detection Research Network (EDRN) phase II HCC Study were analyzed. Results: The area under theROCcurve (AUC) of the GALAD score for HCC detection was 0.95 [95% confidence interval (CI), 0.93-97], which was higher than the AUC of ultrasound (0.82, P < 0.01). At a cutoff of -0.76, the GALAD score had a sensitivity of 91% and a specificity of 85% for HCC detection. The AUC of the GALAD score for early-stage HCC detection remained high at 0.92 (95% CI, 0.88-0.96; cutoff -1.18, sensitivity 92%, specificity 79%). The AUC of the GALAD score for HCC detection was 0.88 (95% CI, 0.85-0.91) in the EDRN cohort. The combination of GALAD and ultrasound (GALADUS score) further improved the performance of the GALAD score in the single-center cohort, achieving an AUC of 0.98 (95% CI, 0.96-0.99; cutoff -0.18, sensitivity 95%, specificity 91%). Conclusions: The performance of the GALAD score was superior to ultrasound for HCC detection. The GALADUS score further enhanced the performance of the GALAD score. Impact: The GALAD score was validated in the United States.
引用
收藏
页码:531 / 538
页数:8
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