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GALAD Score for Hepatocellular Carcinoma Detection in Comparison with Liver Ultrasound and Proposal of GALADUS Score.
Yang, Ju Dong; Addissie, Benyam D; Mara, Kristin C; Harmsen, William S; Dai, Jianliang; Zhang, Ning; Wongjarupong, Nicha; Ali, Hawa M; Ali, Hamdi A; Hassan, Fatima A; Lavu, Sravanthi; Cvinar, Jessica L; Giama, Nasra H; Moser, Catherine D; Miyabe, Katsuyuki; Allotey, Loretta K; Algeciras-Schimnich, Alicia; Theobald, J Paul; Ward, Melissa M; Nguyen, Mindie H; Befeler, Alex S; Reddy, K Rajender; Schwartz, Myron; Harnois, Denise M; Yamada, Hiroyuki; Srivastava, Sudhir; Rinaudo, Jo Ann; Gores, Gregory J; Feng, Ziding; Marrero, Jorge A; Roberts, Lewis R.
Afiliación
  • Yang JD; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Addissie BD; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Mara KC; Division of Biomedical Statistics and Informatics, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Harmsen WS; Division of Biomedical Statistics and Informatics, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Dai J; Department of Biostatistics, MD Anderson Cancer Center, Houston, Texas.
  • Zhang N; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Wongjarupong N; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Ali HM; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Ali HA; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Hassan FA; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Lavu S; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Cvinar JL; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Giama NH; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Moser CD; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Miyabe K; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Allotey LK; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Algeciras-Schimnich A; Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Theobald JP; Clinical Immunoassay Laboratory, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Ward MM; Clinical Immunoassay Laboratory, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Nguyen MH; Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California.
  • Befeler AS; Division of Gastroenterology and Hepatology, Saint Louis University, St. Louis, Missouri.
  • Reddy KR; Division of Gastroenterology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania.
  • Schwartz M; Department of General Surgery, The Mount Sinai Medical Center, New York, New York.
  • Harnois DM; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Jacksonville, Florida.
  • Yamada H; Wako Diagnostics, Mountain View, California.
  • Srivastava S; Division of Cancer Prevention, National Cancer Institute, Rockville, Maryland.
  • Rinaudo JA; Division of Cancer Prevention, National Cancer Institute, Rockville, Maryland.
  • Gores GJ; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota.
  • Feng Z; Department of Biostatistics, MD Anderson Cancer Center, Houston, Texas.
  • Marrero JA; Division of Digestive and Liver Disease, UT Southwestern Medical Center, Dallas, Texas.
  • Roberts LR; Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota. roberts.lewis@mayo.edu.
Cancer Epidemiol Biomarkers Prev ; 28(3): 531-538, 2019 03.
Article en En | MEDLINE | ID: mdl-30464023
ABSTRACT

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 the ROC curve (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.
Asunto(s)

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Biomarcadores de Tumor / Ultrasonografía / Carcinoma Hepatocelular / Detección Precoz del Cáncer / Neoplasias Hepáticas Tipo de estudio: Clinical_trials / Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Límite: Female / Humans / Male / Middle aged Idioma: En Revista: Cancer Epidemiol Biomarkers Prev Asunto de la revista: BIOQUIMICA / EPIDEMIOLOGIA / NEOPLASIAS Año: 2019 Tipo del documento: Article

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Biomarcadores de Tumor / Ultrasonografía / Carcinoma Hepatocelular / Detección Precoz del Cáncer / Neoplasias Hepáticas Tipo de estudio: Clinical_trials / Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Límite: Female / Humans / Male / Middle aged Idioma: En Revista: Cancer Epidemiol Biomarkers Prev Asunto de la revista: BIOQUIMICA / EPIDEMIOLOGIA / NEOPLASIAS Año: 2019 Tipo del documento: Article