Evidence map›Paper›PMID 41158225›Full record

ArticleTranslational cancer research2025

APOA2 mediates immune therapy tolerance in hepatocellular carcinoma by inhibiting the antigen-presenting function of dendritic cells through the PPAR signaling pathway.

Junwu Guo, Binghua Dai, Hengmei Zhu, Chengjun Sui, Zhitao Dong, Keji Chen, Kecai Duan, Kunpeng Fang, Aijun Li, Feng Xie and 1 more

Abstract read
In one paragraph

Article in Translational cancer research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Review
4 · The record

Corrections and comments

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

11 authors.

Junwu Guo *Department of Special Treatment, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Binghua Dai *Department of Special Treatment, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Hengmei Zhu *Department of Special Treatment, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Chengjun Sui *Department of Special Treatment, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Zhitao DongDepartment of Special Treatment, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Keji ChenDepartment of Special Treatment, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Kecai DuanDepartment of Special Treatment, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Kunpeng FangDepartment of Special Treatment, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Aijun LiDepartment of Special Treatment, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Feng XieDepartment of Biliary Tract Surgery III, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Li GengDepartment of Special Treatment, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Hepatocellular carcinoma (HCC) is a leading cause of cancer-related mortality worldwide, characterized by high heterogeneity and poor prognosis. Despite advances in systemic therapies, including immune checkpoint inhibitors (ICIs) and tyrosine kinase inhibitors (TKIs), treatment efficacy remains limited. This study investigated the mechanisms underlying resistance to combined targeted therapy and immunotherapy in HCC. Methods: We integrated spatial transcriptomics (ST) and single-cell RNA sequencing (scRNA-seq) data from cabozantinib-nivolumab-treated patients, using the RCTD algorithm for cell-type deconvolution. High-dimensional weighted gene co-expression network analysis (hdWGCNA) identified resistance-associated modules, followed by Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment and correlation analyses to characterize APOA2/SPINK1 roles in the tumor microenvironment (TME). Spatial niches were defined via the Identifying Spatial Co-occurrence in Healthy and InflAmed tissues (ISCHIA) algorithm based on cell-type co-occurrence patterns, and multiscale co-localization was analyzed using the Multiview Intercellular SpaTial modeling framework (Misty). Ligand-receptor interactions were validated by CellChat, with results confirmed using The Cancer Genome Atlas (TCGA) bulk RNA-sequencing data. Results: Thirty-nine resistance-associated genes were identified, with APOA2 and SPINK1 emerging as pivotal hub genes. APOA2 mediated immune resistance by impairing dendritic cell (DC) antigen presentation through the PPAR signaling pathway, contributing to a suppressive TME. SPINK1 was associated with tumor aggressiveness, enhancing invasion, metastasis, and therapy tolerance. Lipid metabolism pathways were enriched in the non-responder (NR) group, underscoring the role of metabolic reprogramming in immune evasion and treatment resistance. Correlation analyses revealed that APOA2 expression was negatively associated with major histocompatibility complex (MHC) molecule expression. Conclusions: This study highlights the critical roles of APOA2, SPINK1, and lipid metabolism in shaping an immunosuppressive TME and driving treatment resistance in HCC. These findings provide novel insights into the mechanisms of resistance and offer a foundation for developing therapeutic strategies for better clinical outcomes.

Indexed as

APOA2Hepatocellular carcinoma (HCC)immune tolerancePPAR signaling pathwaySPINK1

Identifiers

PMID41158225
PMCPMC12554493

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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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.