Evidence map›Paper›PMID 41220739›Full record

ArticleJournal of gastrointestinal oncology2025

Prognostic value of a simplified score based on routine parameters in patients with hepatocellular carcinoma treated with systemic therapies: a retrospective cohort study.

Leonardo G Da Fonseca, Thamires Haick Martins da Silveira, Victor Junji Yamamoto, Marina Acevedo Zarzar de Melo, Lucas Takeshi Ikeoka, Pedro Henrique Shimiti Hashizume, Jorge Sabbaga

Abstract read
In one paragraph

Article in Journal of gastrointestinal oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Leonardo G Da FonsecaClinical Oncology, Sao Paulo Cancer Institute (ICESP), University of São Paulo School of Medicine, Sao Paulo, SP, Brazil.ORCID https://orcid.org/0000-0002-0216-3618
Thamires Haick Martins da SilveiraClinical Oncology, Sao Paulo Cancer Institute (ICESP), University of São Paulo School of Medicine, Sao Paulo, SP, Brazil.ORCID https://orcid.org/0009-0000-8427-8592
Victor Junji YamamotoClinical Oncology, Sao Paulo Cancer Institute (ICESP), University of São Paulo School of Medicine, Sao Paulo, SP, Brazil.ORCID https://orcid.org/0000-0002-1422-0042
Marina Acevedo Zarzar de MeloClinical Oncology, Sao Paulo Cancer Institute (ICESP), University of São Paulo School of Medicine, Sao Paulo, SP, Brazil.ORCID https://orcid.org/0000-0002-3031-7928
Lucas Takeshi IkeokaClinical Oncology, Sao Paulo Cancer Institute (ICESP), University of São Paulo School of Medicine, Sao Paulo, SP, Brazil.ORCID https://orcid.org/0000-0003-1916-653X
Pedro Henrique Shimiti HashizumeClinical Oncology, Sao Paulo Cancer Institute (ICESP), University of São Paulo School of Medicine, Sao Paulo, SP, Brazil.ORCID https://orcid.org/0000-0002-9159-6756
Jorge SabbagaClinical Oncology, Sao Paulo Cancer Institute (ICESP), University of São Paulo School of Medicine, Sao Paulo, SP, Brazil.ORCID https://orcid.org/0000-0003-0715-4670

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The systemic treatment landscape for advanced hepatocellular carcinoma (HCC) has evolved from tyrosine kinase inhibitors, such as sorafenib (SOR), to immune checkpoint inhibitor-based combinations (IO). Despite these advances, there is a lack of simple, objective tools to stratify patient prognosis in clinical practice. While several laboratory parameters are known to correlate with outcomes, their combined utility across treatment types remains unclear. We aimed to evaluate the prognostic value of commonly available biomarkers and to develop a simplified score applicable to both SOR- and IO-treated patients. Methods: This retrospective cohort study analyzed patients with advanced or intermediate-stage HCC treated with first-line systemic therapy at a single center in Brazil from 2009 to 2024. Patients were stratified into a SOR cohort and an IO cohort. Baseline variables included demographics and biochemical markers. We assessed the association between survival and three baseline biomarkers: alpha-fetoprotein (AFP), albumin-bilirubin (ALBI) grade, and neutrophil-to-lymphocyte ratio (NLR). A prognostic score was developed in the SOR cohort by assigning one point to each adverse factor: AFP ≥200 ng/mL, ALBI grade 2-3, and NLR ≥3. Overall survival (OS) was estimated by the Kaplan-Meier method and compared using the log-rank test. Hazard ratios (HRs) were derived from Cox regression models. Results: The study included 440 patients in the SOR cohort and 32 in the IO cohort. In the SOR cohort. Most patients in both cohorts were Child-Pugh A, PS 0-1 and hepatitis C was the predominant etiology. AFP ≥200 ng/mL (P<0.001), ALBI 2-3 (P<0.001), and NLR ≥3 (P<0.001) were independently associated with worse OS. Median OS in the SOR cohort was 17.4 months for patients with 0-1 points, 7.9 months for 2 points, and 4.2 months for 3 points (P<0.001). The score remained prognostic in the IO cohort, where patients with 0-1 Conclusions: This simplified prognostic score, based on three routine laboratory parameters, stratifies survival outcomes in HCC patients receiving either sorafenib or immunotherapy. While further validation is needed in larger and more diverse populations, this tool may support individualized clinical counseling and risk-adapted trial design.

Indexed as

cirrhosishepatocellular carcinoma (HCC)Liver neoplasmprognosisscore

Identifiers

PMID41220739
PMCPMC12598344

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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.