Evidence map›Paper›PMID 41673219›Full record

ArticleScientific reports2026

BUB1 promotes cell stem-like properties and serves as a diagnostic biomarker for lung cancer.

Mulin Liu, Siqi Zhu, Qin Zheng, Dapeng Ding, Shijun Li

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Mulin Liu *Department of Clinical Laboratory, First Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning, China.
Siqi Zhu *Department of Clinical Laboratory, First Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning, China.
Qin ZhengDepartment of Biochemistry and Molecular Biology, Liaoning Provincial Core Lab of Glycobiology and Glycoengineering, College of Basic Medical Sciences, Dalian Medical University, Dalian, 116044, Liaoning, China.
Dapeng DingDepartment of Clinical Laboratory, First Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning, China. 18098877269@163.com.
Shijun LiDepartment of Clinical Laboratory, First Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning, China. lishijun@dmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cancer cells with stem-like properties are major contributors to limited therapeutic efficacy and poor five-year survival rates. The identification of stemness-associated biomarkers is critical for improving diagnosis, prognosis evaluation, and treatment selection in lung cancer patients. Here, we employed weighted gene co-expression network analysis (WGCNA) and Venn analysis to identify BUB1 as a key stemness-associated gene. Our results revealed a significantly elevated mRNA stemness index (mRNAsi) in lung cancer tissues, with BUB1 as a hub gene in stemness-related modules. Clinically, BUB1 expression was markedly upregulated in lung cancer and demonstrated excellent diagnostic value, showing high area under the curve (AUC), sensitivity and specificity in ROC analysis. Elevated BUB1 expression strongly predicted poorer survival outcomes in LUAD patients. Mechanistically, BUB1 knockdown suppressed stem-like features, reducing tumor sphere formation and downregulating stemness markers through inactivation of the IL-17 signaling pathway. Molecular docking identified three potential BUB1-targeting drugs (quercetin, cryptolepine, etoposide) with stable binding conformations. Collectively, our fingdings established BUB1 as a diagnostic biomarker for lung cancer, an independent prognostic indicator for LUAD, and a promising therapeutic target, with its inhibition potentially overcoming CSCs-driven treatment resistance.

Indexed as

Biomarkers, TumorLung NeoplasmsNeoplastic Stem CellsProtein Serine-Threonine KinasesAnimalsCell Line, TumorGene Expression Regulation, NeoplasticHumansMolecular Docking SimulationPrognosisSignal TransductionBiomarkers, TumorBUB1 protein, humanProtein Serine-Threonine KinasesBiomarkerBUB1Lung cancerStemness

Identifiers

PMID41673219
PMCPMC12976074

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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.