Evidence map›Paper›PMID 39862327›Full record

ArticleDiscover oncology2025

Identification of GBN5 as a molecular biomarker of pan-cancer species by integrated multi-omics analysis.

Qian Guo, Xinxin Zhong, Zihan Dang, Baiquan Zhang, Zixin Yang

Abstract read
In one paragraph

Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

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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

Who cites it

14 citing papers in PubMed.

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  14. Frontiers in endocrinology · 2025
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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.

Qian Guo *Department of Rhinology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Xinxin Zhong *School of Integrative Medicine, Nanjing University of Chinese Medicine, No. 138, Xianlin Road, Qixia District, Nanjing, Jiangsu, China.
Zihan DangDepartment of Health Studies and Applied Educational Psychology, Columbia University, New York, NY, USA.
Baiquan ZhangDepartment of Respiratory Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Zixin YangSecond Department of Oncology, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, Hebei, China. yangzixin1117@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionWe conducted a panoramic analysis of GBN5 expression and prognosis in 33 cancers, aiming to deepen the systematic understanding of GBN5 in cancer. MATERIALS AND

methodsWe employed a multi-omics approach, including transcriptomic, genomic, proteomic, single-cell cytomic, spatial transcriptomic, and genomic data, to explore the prognostic value and potential oncogenic mechanisms of GBN5 across pan-cancers from multiple perspectives.

resultsWe found that GBN5 was differentially expressed in multiple tumors and showed early diagnostic value. Mutations, somatic copy number alterations, and DNA methylation lead to its aberrant expression. GBN5 expression is associated with many clinical features. GBN5 expression has been validated to be associated with many metabolic, metastatic, and immune-related pathways. We also demonstrated that GBN5 expression was significantly associated with immunomodulatory molecules and biomarkers of lymphocyte subpopulation infiltration. Methylation levels of GBN5 expression were significantly negatively correlated in a variety of tumors, and GBN5 missense mutations were the predominant SNP type in pan-cancer. In addition, GBN5 was positively correlated with multiple genomic scores, implying that higher GBN5 expression tends to imply that patients have higher chromosomal instability. More importantly, GBN5 has an important role in predicting drug sensitivity. We have also developed effective targeted drugs against GBN5.

conclusionGBN5 plays an important role in the genesis and progression of various tumors and is a potential tumor diagnostic and prognostic biomarker as well as an anti-cancer therapeutic target.

Indexed as

Drug sensitivity analysisEpigeneticsGBN5Pan cancerPotential therapeutic targets

Identifiers

PMID39862327
PMCPMC11762033

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