TY - JOUR
T1 - Validation and optimization of AFP-based biomarker panels for early HCC detection in Latin America and Europe
AU - Beudeker, Boris J.B.
AU - Fu, Siyu
AU - Balderramo, Domingo
AU - Mattos, Angelo Z.
AU - Carrera, Enrique
AU - Diaz, Javier
AU - Prieto, Jhon
AU - Banales, Jesus
AU - Vogel, Arndt
AU - Arrese, Marco
AU - Oliveira, Jeffrey
AU - Groothuismink, Zwier M.A.
AU - Van Oord, Gertine
AU - Hansen, Bettina E.
AU - De Man, Robert A.
AU - Debes, Jose D.
AU - Boonstra, Andre
N1 - Publisher Copyright:
© 2023 Lippincott Williams and Wilkins. All rights reserved.
PY - 2023/10
Y1 - 2023/10
N2 - Background: HCC is a major cause of cancer death worldwide. Serum biomarkers such as alpha-fetoprotein (AFP), protein induced by vitamin K absence-II, and the Gender, Age, AFP-L3, AFP, Des-gamma-carboxy prothrombin (GALAD) score have been recommended for HCC surveillance. However, inconsistent recommendations in international guidelines limit their clinical utility. Methods: In this multicenter study, over 2000 patient samples were collected in 6 Latin American and 2 European countries. The performance of the GALAD score was validated in cirrhotic cases, and optimized versions were tested for early-stage HCC and prediagnostic HCC detection. Results: The GALAD score could distinguish between HCC and cirrhosis in Latin American patients with an AUC of 0.76, sensitivity of 70%, and specificity of 83% at the conventional cutoff value of ?0.63. In a European cohort, GALAD had an AUC of 0.69, sensitivity of 66%, and specificity of 72%. Optimizing the score in the 2 large multicenter cohorts revealed that AFP-L3 contributed minimally to early-stage HCC detection. Thus, we developed a modified GALAD score without AFP-L3, the ASAP (age, sex, AFP, and protein induced by vitamin K absence-II), which showed promise for earlystage HCC detection upon validation. The ASAP score also identified patients with cirrhosis at high risk for advanced-stage HCC up to 15 months before diagnosis (p 0.0001) and differentiated HCC from hemangiomas, with a specificity of 100% at 71% sensitivity. Conclusion: Our comprehensive analysis of large sample cohorts validates the GALAD scores utility in Latin American, Spanish, and Dutch patients for early-stage HCC detection. The optimized GALAD without AFP-L3, the ASAP score, is a good alternative and shows greater promise for HCC prediction.
AB - Background: HCC is a major cause of cancer death worldwide. Serum biomarkers such as alpha-fetoprotein (AFP), protein induced by vitamin K absence-II, and the Gender, Age, AFP-L3, AFP, Des-gamma-carboxy prothrombin (GALAD) score have been recommended for HCC surveillance. However, inconsistent recommendations in international guidelines limit their clinical utility. Methods: In this multicenter study, over 2000 patient samples were collected in 6 Latin American and 2 European countries. The performance of the GALAD score was validated in cirrhotic cases, and optimized versions were tested for early-stage HCC and prediagnostic HCC detection. Results: The GALAD score could distinguish between HCC and cirrhosis in Latin American patients with an AUC of 0.76, sensitivity of 70%, and specificity of 83% at the conventional cutoff value of ?0.63. In a European cohort, GALAD had an AUC of 0.69, sensitivity of 66%, and specificity of 72%. Optimizing the score in the 2 large multicenter cohorts revealed that AFP-L3 contributed minimally to early-stage HCC detection. Thus, we developed a modified GALAD score without AFP-L3, the ASAP (age, sex, AFP, and protein induced by vitamin K absence-II), which showed promise for earlystage HCC detection upon validation. The ASAP score also identified patients with cirrhosis at high risk for advanced-stage HCC up to 15 months before diagnosis (p 0.0001) and differentiated HCC from hemangiomas, with a specificity of 100% at 71% sensitivity. Conclusion: Our comprehensive analysis of large sample cohorts validates the GALAD scores utility in Latin American, Spanish, and Dutch patients for early-stage HCC detection. The optimized GALAD without AFP-L3, the ASAP score, is a good alternative and shows greater promise for HCC prediction.
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U2 - 10.1097/HC9.0000000000000264
DO - 10.1097/HC9.0000000000000264
M3 - Article
C2 - 37708457
SN - 2471-254X
VL - 7
JO - Hepatology Communications
JF - Hepatology Communications
IS - 10
M1 - e0264
ER -