Evidence map›Paper›PMID 42131421›Full record

ArticleAnnals of surgical treatment and research2026

Prediction of microvascular invasion and post-resection prognosis using ADV, AFP-PIVKA-II, and MoRAL scores in hepatocellular carcinoma patients: an international multicenter cohort study with 9,061 patients.

Minha Choi, Shin Hwang, Masaki Kaibori, Minkyeong Jo, Collaboration of Korean Association of Hepato-Biliary-Pancreatic Surgery, Japanese Society of Hepato-Biliary-Pancreatic Surgery

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Article in Annals of surgical treatment and research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Minha ChoiDepartment of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.ORCID https://orcid.org/0000-0002-3550-1935
Shin HwangDepartment of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.ORCID https://orcid.org/0000-0002-9045-2531
Masaki KaiboriDepartment of Surgery, Kansai Medical University, Hirakata, Japan.ORCID https://orcid.org/0000-0002-0577-3921
Minkyeong JoDepartment of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.ORCID https://orcid.org/0009-0002-8078-7239
Collaboration of Korean Association of Hepato-Biliary-Pancreatic Surgery
Japanese Society of Hepato-Biliary-Pancreatic Surgery

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Microvascular invasion (MVI) is a well-known pathological prognostic factor in hepatocellular carcinoma (HCC). This study aimed to predict MVI and to assess post-resection prognosis using the ADV (multiplication of AFP, des-γ-carboxyprothrombin-also known as proteins induced by vitamin K absence or antagonist-II [PIVKA-II], and tumor volume), AP (multiplication of AFP and PIVKA-II), and MoRAL (model to predict tumor recurrence [TR] after liver transplantation) scores. Methods: This international multicenter study included 9,061 patients who underwent hepatic resection for solitary HCC measuring 1.0-10 cm from 2010 to 2017 at ten Korean centers and 73 Japanese centers, and were followed up until 2020. Results: The receiver operating characteristic (ROC) area under the curve (AUC) for diagnosis of MVI was 0.734 for the ADV score at 4.7log, 0.684 for the AP score at 3.7log, and 0.705 for the MoRAL score at 162.0. The ADV score exhibited the strongest predictive ability for MVI. The ROC AUC for actuarial 5-year TR was 0.586 for the ADV score, 0.583 for the AP score, and 0.586 for the MoRAL score, demonstrating similar prognostication efficacy. The hazard ratios for TR and overall survival demonstrated strong, stepwise positive correlations with increases in both the ADV and AP scores, but not the MoRAL score. Conclusions: The ADV score is a superior integrated biomarker for predicting post-resection prognosis in patients with HCC, outperforming both the AP and MoRAL scores. The AP score appears to be a simplified alternative to the ADV score, particularly in cases of small HCC.

Indexed as

Hepatocellular carcinomaMicrovascular invasionRecurrenceResectionTumor biology

Identifiers

PMID42131421
PMCPMC13161728

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.