Evidence map›Paper›PMID 40074718›Full record

ArticleESC heart failure2025

Discovering new hub genes of dilated cardiomyopathy.

Jun-Yan Zhu, Yu Han, Jing-Yu Yang, De-Ping Wang, Li-Juan Gao, Teng Sun, Yan-Lin Feng, Zhong-Mei He, Bin Zhou, Ji-Min Cao

Abstract read
In one paragraph

Article in ESC heart failure, 2025. 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. Article
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

10 authors.

Jun-Yan ZhuDepartment of Radiotherapy, The First Hospital of Shanxi Medical University, Taiyuan, China.
Yu HanMOE Key Laboratory of Cellular Physiology, Shanxi Medical University, Taiyuan, China.
Jing-Yu YangMOE Key Laboratory of Cellular Physiology, Shanxi Medical University, Taiyuan, China.
De-Ping WangMOE Key Laboratory of Cellular Physiology, Shanxi Medical University, Taiyuan, China.
Li-Juan GaoMOE Key Laboratory of Cellular Physiology, Shanxi Medical University, Taiyuan, China.
Teng SunMOE Key Laboratory of Cellular Physiology, Shanxi Medical University, Taiyuan, China.
Yan-Lin FengMOE Key Laboratory of Cellular Physiology, Shanxi Medical University, Taiyuan, China.
Zhong-Mei HeMOE Key Laboratory of Cellular Physiology, Shanxi Medical University, Taiyuan, China.
Bin ZhouDepartment of Medical Service, The First Hospital of Shanxi Medical University, Taiyuan, China.
Ji-Min CaoMOE Key Laboratory of Cellular Physiology, Shanxi Medical University, Taiyuan, China.ORCID https://orcid.org/0000-0002-6546-555X

Funding

National Natural Science Foundation of China 82170294National Natural Science Foundation of China 82170523National Natural Science Foundation of China U22A6008Shanxi '1331' Project Quality and Efficiency Improvement Plan 1331KFC
6 · The paper itself

Abstract

aimsDilated cardiomyopathy (DCM) has a poor prognosis and exhibits a complex and diverse aetiology and genetic profile. The genes responsible for the pathogenesis of DCM have not been fully identified. The present study aimed to explore new hub genes of DCM by mining the human DCM databases and further by experimental validation.

methodsTwo gene expression profiles of human DCM (GSE9800 and GSE120895) in the Gene Expression Omnibus (GEO) database were analysed to identify the differentially expressed genes (DEGs) (DCM vs. normal) and to obtain the common DEGs (cDEGs, between GSE9800 and GSE120895) using bioinformatic methods. The cDEGs were subjected to Gene Ontology (GO) functional enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment, and the protein-protein interaction (PPI) networks and functional modules were constructed to screen the hub genes. The screened hub genes were identified using the Online Mendelian Inheritance in Man (OMIM) dataset, and their transcription and translation levels were further verified by real-time quantitative PCR (RT-qPCR) and western blotting using doxorubicin (DOX)-treated H9C2 cardiomyocytes that simulate the cellular pathology of DCM, with phosphate-buffered saline (PBS)-treated H9C2 cells as a normal control.

resultsA total of 47 cDEGs were screened out, and 19 DCM-associated hub genes were identified. Among the 19 hub genes, 6 genes (NFKBIB, PSMC4, PSMD3, RAD21, PRNP and STAT2) have not yet been reported as associated with DCM. Among the six genes, NFKBIB and PRNP showed up-regulations, whereas PSMC4, PSMD3 and RAD21 exhibited down-regulations in their mRNA and protein expression levels in DOX-treated H9C2 cardiomyocytes compared with the control H9C2 cells (all P < 0.05). The remaining STAT2 showed a significant up-regulation in its protein expression (P < 0.05), while its mRNA up-regulation did not reach a statistical significance (P = 0.1082).

conclusionsSix new hub genes of DCM (NFKBIB, PSMC4, PSMD3, RAD21, PRNP and STAT2) were identified by bioinformatic analysis and experimental validation in this study. These hub genes or their products may potentially be new diagnostic biomarkers or therapeutic targets for DCM.

Indexed as

Cardiomyopathy, DilatedGene Expression RegulationGene Regulatory NetworksTranscriptomeComputational BiologyGene Expression ProfilingHumansMyocytes, CardiacProtein Interaction Mapsbioinformaticsdilated cardiomyopathyGEO databasehub geneprotein–protein interaction network

Identifiers

PMID40074718
PMCPMC12287795

What Socratic holds

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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.