Evidence mapPaperPMID 41918119Full record

ArticleBreast cancer research : BCR2026

Integrated multi-omics analysis and functional validation reveal the role of TRIM2 as a potential novel biomarker in breast cancer.

Rumei Deng, Yifei Ren, Kaiheng Hu, Yanxuan Zhang, Yihui Xu, Qi Zhang, Yong Li, Xuan Huang, Feng Zhang

Abstract read
In one paragraph

Article in Breast cancer research : BCR, 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

9 authors.

Rumei Deng *National Engineering Research Center for Bioengineering Drugs and the Technologies, Jiangxi Province Key Laboratory of Bioengineering Drugs, Institute of Translational Medicine, Jiangxi Medical College, Nanchang University, Nanchang, 330031, China.
Yifei Ren *Queen Mary School, Nanchang University, Nanchang, 330031, China.
Kaiheng Hu *Queen Mary School, Nanchang University, Nanchang, 330031, China.
Yanxuan ZhangQueen Mary School, Nanchang University, Nanchang, 330031, China.
Yihui XuQueen Mary School, Nanchang University, Nanchang, 330031, China.
Qi ZhangNational Engineering Research Center for Bioengineering Drugs and the Technologies, Jiangxi Province Key Laboratory of Bioengineering Drugs, Institute of Translational Medicine, Jiangxi Medical College, Nanchang University, Nanchang, 330031, China.
Yong LiDepartment of Anesthesiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China.
Xuan HuangNational Engineering Research Center for Bioengineering Drugs and the Technologies, Jiangxi Province Key Laboratory of Bioengineering Drugs, Institute of Translational Medicine, Jiangxi Medical College, Nanchang University, Nanchang, 330031, China. huangxuan@ncu.edu.cn.
Feng ZhangNational Engineering Research Center for Bioengineering Drugs and the Technologies, Jiangxi Province Key Laboratory of Bioengineering Drugs, Institute of Translational Medicine, Jiangxi Medical College, Nanchang University, Nanchang, 330031, China. fengzhang0709@hotmail.com.

Funding

Key Research Projects of Jiangxi Province 20223BBG71020the National Natural Science Foundation of China 32170793the National Natural Science Foundation of China 3236040091the Natural Science Foundation of JiangXi Province 20224ACB216013the Natural Science Foundation of JiangXi Province S2023ZRMSL0172
6 · The paper itself

Abstract

backgroundBreast cancer (BRCA) remains a major global health challenge due to its high recurrence rates and resistance to therapy, underscoring the need for reliable biomarkers and novel therapeutic targets. Tripartite motif-containing protein 2 (TRIM2), an E3 ubiquitin ligase, has been implicated in tumorigenesis across multiple cancers, yet its role in BRCA remains poorly understood.

methodsWe integrated multi-omics datasets from TCGA, GEO, and METABRIC, and validated TRIM2 expression using proteomic data from the Proteomic Data Commons and Human Protein Atlas. Single-cell RNA sequencing was employed to characterize the transcriptional heterogeneity and cell–cell interaction patterns of TRIM2+ tumor cells. Ubiquitin-proteomic and proteomic profiling were conducted to identify TRIM2-regulated substrates. Drug sensitivity prediction and molecular docking were applied to assess TRIM2-related therapeutic responses, and in vitro experiments were performed to validate its biological functions.

resultsWe found that TRIM2 is consistently downregulated in BRCA tissues at both transcriptomic and proteomic levels, with low expression significantly associated with advanced stage and poor overall survival. Clinically, elevated TRIM2 expression correlated with improved responsiveness to immunotherapy. Drug sensitivity and molecular docking analyses identified 64 TRIM2-sensitive compounds, including five with strong binding affinities, suggesting potential for targeted therapeutic development. Genomic alterations and promoter hypermethylation were identified as potential mechanisms driving TRIM2 dysregulation. Multi-layered functional enrichment analyses, including transcriptomic, proteinomic, and ubiquitin-proteomic profiling, suggested that TRIM2 regulates cancer- and immune-related pathways including TGF-β, Hippo, TNF, and IL-17 signaling pathways. Single-cell RNA sequencing further demonstrated that TRIM2+ and TRIM2− tumor cell subpopulations engage in distinct cell–cell interactions, highlighting TRIM2’s role in shaping tumor-immune communication. Functional assays confirmed that TRIM2 suppresses BRCA cell proliferation and anchorage-independent growth in vitro. Immune profiling revealed that high TRIM2 expression is associated with enhanced immune checkpoint activity, greater infiltration of antitumor immune cells, and increased immune recruitment scores.

conclusionsCollectively, our findings identify TRIM2 as a potential tumor suppressor and novel prognostic biomarker in BRCA, with potential utility for guiding personalized immunotherapy and targeted treatment strategies.

Indexed as

Biomarkers, TumorBreast NeoplasmsTripartite Motif ProteinsUbiquitin-Protein LigasesCell Line, TumorFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMolecular Docking SimulationMultiomicsPrognosisProteomicsBiomarkers, TumorTripartite Motif ProteinsUbiquitin-Protein LigasesBreast cancerDrug sensitivityMulti-omicsPrognostic biomarkerTRIM2Tumor microenvironmentUbiquitination

Identifiers

PMID41918119
PMCPMC13162474

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.