Evidence mapPaperPMID 41923085Full record

ArticleBMC medical genomics2026

Palmitoylation remodeling dictates HCC heterogeneity: implications for subtype-specific prognostication and targeting the YAP-RhoA axis.

Boqun Xu, Jialin Dai, Zhong Chen

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Article in BMC medical genomics, 2026. 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

3 authors.

Boqun Xu *Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, 226100, China.
Jialin Dai *Department of Pharmacy, Kunshan Hospital of Traditional Chinese Medicine, Kunshan, 215300, China.
Zhong ChenDepartment of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, 226100, China. chenz9806@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Palmitoylation, a critical post-translational modification mechanism, plays a pivotal role in hepatocellular carcinoma (HCC) tumorigenesis and progression. While multiple palmitoylated proteins have been reported to regulate HCC development, systematic characterization of palmitoylation-associated gene signatures and molecular subtyping based on these regulators remains unexplored. Integrated analysis of transcriptomic profiles enabled stratification of HCC into two distinct palmitoylation-associated molecular subtypes through unsupervised consensus clustering. These subtypes exhibited significant heterogeneity in clinical outcomes, tumor microenvironment features, and therapeutic vulnerabilities. A palmitoylation-related prognostic signature was constructed via LASSO-Cox regression. PAL1 showed a marked association with activated cell cycle programs, epithelial-mesenchymal transition (EMT), and WNT/β-catenin signaling. This subtype also correlated with elevated tumor mutation burden (TMB) and poorer patient prognosis. Conversely, PAL2 was closely associated with the expression of differentiation markers and upregulated lipid metabolic processes. Significantly, pronounced molecular divergence characterized the two PAL subtypes. Additionally, ARHGEF3 was critically identified as a key discriminator between the PAL subtypes, and its expression level was significantly correlated with patient prognosis in HCC. ARHGEF3 was upregulated in HCC and demonstrated functional potential to drive tumor cell proliferation and migration, potentially mediated by the YAP-RhoA signaling cascade. Collectively, this study identifies novel molecular biomarkers and thereby establishes a robust framework for clinical translation.

Indexed as

Carcinoma, HepatocellularLipoylationLiver NeoplasmsTranscription FactorsCell Line, TumorEpithelial-Mesenchymal TransitionGene Expression Regulation, NeoplasticHumansPrognosisRho Guanine Nucleotide Exchange FactorsSignal TransductionYAP-Signaling ProteinsRho Guanine Nucleotide Exchange FactorsTranscription FactorsYAP-Signaling ProteinsARHGEF3Hepatocellular CarcinomaMolecular subtypesPalmitoylation

Identifiers

PMID41923085
PMCPMC13169933

What Socratic holds

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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 Socratic graph.