Evidence map›Paper›PMID 42535079›Full record

ArticleFrontiers in immunology2026

Association of APOBEC mutagenesis with stromal and endothelial niche remodeling and PCDH9-linked signaling alterations in colorectal cancer.

Junting Chen, Jiaming Cao, Baosen Zhou, Lianshuang Zhao, Chang Zheng

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Junting Chen *Department of Clinical Epidemiology and Evidence-based Medicine, The First Hospital of China Medical University, Shenyang, China.
Jiaming Cao *Department of Clinical Epidemiology and Evidence-based Medicine, The First Hospital of China Medical University, Shenyang, China.
Baosen ZhouDepartment of Clinical Epidemiology and Evidence-based Medicine, The First Hospital of China Medical University, Shenyang, China.
Lianshuang ZhaoDepartment of Laboratory Medicine, The First Hospital of China Medical University, Shenyang, China.
Chang ZhengDepartment of Clinical Epidemiology and Evidence-based Medicine, The First Hospital of China Medical University, Shenyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: APOBEC cytidine deaminases generate characteristic TCW-context mutations that diversify cancer genomes, yet their functional impact on colorectal cancer (CRC) progression and the tumor microenvironment (TME) remains poorly defined. Methods: We integrated whole-exome sequencing, bulk and single-cell transcriptomics from multi-cohort datasets, supported by functional assays and Results: Across multi-cohort datasets, AAS defined a colorectal cancer subtype with enriched TCW mutagenesis and significantly worse survival. High AAS tumors were associated with coordinated remodeling of the TME, including increased fibroblast and endothelial signatures and reduced cytotoxic immune infiltration. Single-cell analyses suggested that high AAS tumors were enriched for endothelial states with arterial and pro-angiogenic features. Conditioned-medium experiments further supported a potential tumor cell secretome-mediated link between APOBEC3B activation and endothelial transcriptional remodeling. Integrative analyses identified PCDH9 as a candidate APOBEC-associated target linked to Hippo, Wnt/β-catenin, and TGF-β signaling alterations, while mutation-specific causality remains to be experimentally validated. Conclusions: This multi-omics study identifies APOBEC activity as a central orchestrator of CRC evolution, associated with stromal-vascular remodeling and intracellular oncogenic activation through PCDH9-associated signaling alterations. The AAS provides a robust prognostic biomarker and highlights APOBEC-high tumors as candidates for anti-angiogenic therapy and for interventions targeting APOBEC-induced signaling vulnerabilities.

Indexed as

APOBEC DeaminasesCadherinsColorectal NeoplasmsMutagenesisTumor MicroenvironmentAnimalsCell Line, TumorCytidine DeaminaseEndothelial CellsGene Expression Regulation, NeoplasticHumansMiceMutationSignal TransductionStromal CellsAPOBEC DeaminasesCadherinsCytidine DeaminaseAPOBEC mutagenesisCRCendothelial lineage reprogrammingPCDH9tumor microenvironment remodeling

Identifiers

PMID42535079
PMCPMC13422492

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.