Evidence map›Paper›PMID 41986494›Full record

ArticleScientific reports2026

CEP72 promotes malignant progression and shapes the tumor immune microenvironment in hepatocellular carcinoma: integrated multi-cohort bioinformatics and in vitro validation.

Mingyan Zhu, Ke Wang, Xudong Feng, Qun Cai

Abstract read
In one paragraph

Article in Scientific reports, 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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0citing papers 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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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Mingyan Zhu *Department of Emergency, Ningbo Medical Center Lihuili Hospital, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, China.
Ke Wang *Department of Hepatobiliary Surgery, Ningbo Medical Center Lihuili Hospital, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, China.
Xudong FengDepartment of Clinical Laboratory, Ningbo Medical Center Lihuili Hospital, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, China. xdfeng@zju.edu.cn.
Qun CaiDepartment of Infectious Liver Diseases, Ningbo Medical Center Lihuili Hospital, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, China. quncai@zju.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Immune checkpoint inhibitors (ICIs) benefit only a subset of patients with hepatocellular carcinoma (HCC), and biomarkers linking ICI response with tumor biology remain limited. We investigated CEP72 as an ICI-response–associated gene and evaluated its prognostic, immune, and functional relevance in HCC. Anti–PD-1 response–associated differentially expressed genes (DEGs) were identified in GSE35640 and screened for prognostic relevance in TCGA-LIHC using univariate Cox models for overall survival (OS), disease-specific survival (DSS), and progression-free interval (PFI). Intersected prognostic genes were used to construct and validate multigene survival models across TCGA-LIHC and independent cohorts. CEP72 was prioritized for pathway activity (GSVA/GSEA), tumor microenvironment deconvolution, validation in independent immunotherapy cohorts, drug sensitivity association (GDSC), and single-cell localization in HCC (TISCH2). CEP72 was silenced with two siRNAs followed by qPCR, CCK-8, colony formation, and wound-healing assays, and protein expression was assessed by immunohistochemistry. Of 209 anti–PD-1–associated DEGs, 25 were consistently prognostic for OS/DSS/PFI, and 23 were dysregulated between tumor and adjacent liver. A Ridge-based signature showed stable discrimination (mean AUC ~ 0.66) and stratified survival across cohorts, supported by meta-analysis (pooled HR 1.84, 95% CI 1.21–2.78). CEP72 was upregulated in HCC and associated with proliferative programs (cell cycle and DNA damage/repair), higher PI3K activity, and distinct immune infiltration patterns. Higher CEP72 expression was associated with ICI response and predicted sensitivity to multiple targeted agents. Single-cell analyses localized CEP72 predominantly to malignant/epithelial compartments. Functionally, CEP72 knockdown reduced proliferation, clonogenicity, and migration, while increasing apoptosis. CEP72 integrates prognostic stratification with tumor-intrinsic oncogenic programs and immune/therapeutic response signals, supporting CEP72 as a candidate biomarker and potential vulnerability in HCC.

Indexed as

Carcinoma, HepatocellularLiver NeoplasmsTumor MicroenvironmentBiomarkers, TumorCell Line, TumorCell ProliferationComputational BiologyDisease ProgressionGene Expression Regulation, NeoplasticHumansPrognosisBiomarkers, TumorCEP72Hepatocellular carcinomaImmunotherapyPrognostic modelTumor microenvironment

Identifiers

PMID41986494
PMCPMC13243482

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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.