Evidence map›Paper›PMID 41699670›Full record

ArticleJournal of translational medicine2026

Ion channel gene signature for diagnosis and antifibrotic therapy in liver fibrosis.

Yun Li, Duoer Shen, Fusheng Qin, Dongkui Chen, Jianguo Li

Abstract read
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Article in Journal of translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Yun LiDepartment of Gastroenterology, The Fourth Hospital of Changsha, Changsha, 410006, Hunan, China.
Duoer ShenDepartment of Cardiology, The Fourth Hospital of Changsha, Changsha, 410006, Hunan, China.
Fusheng QinDepartment of Nephrology, The Fourth Hospital of Changsha, Changsha, 410006, Hunan, China.
Dongkui ChenDepartment of Gastroenterology, The Fourth Hospital of Changsha, Changsha, 410006, Hunan, China.
Jianguo LiDepartment of Gastroenterology, The Fourth Hospital of Changsha, Changsha, 410006, Hunan, China. ljg250298332@hunnu.edu.cn.ORCID 0009-0003-4838-9342

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLiver fibrosis (LF) is a progressive pathological process that may lead to cirrhosis and liver failure. Human ion channel genes (HICGs) participate in hepatic mechanotransduction and immune regulation, but their contributions to LF remain insufficiently characterized. This study aimed to profile the expression of HICGs in LF and to identify key genes with diagnostic and therapeutic relevance.

methodsMultiple transcriptomic datasets were integrated to identify differentially expressed HICGs in LF. Weighted gene co-expression network analysis and single-cell RNA sequencing were applied to identify fibrosis-associated gene modules and cell-type distribution. Functional enrichment and immune infiltration analyses were performed to explore biological relevance. The expression of key genes was validated in human cirrhotic tissues and bile duct ligation mouse models using immunohistochemistry. Potential therapeutic compounds targeting hub HICGs were predicted through molecular docking simulations.

resultsThree HICGs-AQP1, GJA1, and KCNN2-were identified as fibrosis-associated hub genes, showing distinct expression patterns and high diagnostic performance. GJA1 showed consistent upregulation in both experimental models and human cirrhosis. Functional analyses linked these genes to extracellular matrix remodeling, cell adhesion, and cytokine interactions, while immune infiltration analysis revealed significant associations with M0 macrophages, plasma cells, NK cells, and memory B cells. Molecular docking simulations further identified 16 candidate drugs targeting KCNN2 and GJA1.

conclusionsThis study demonstrates that AQP1, GJA1, and KCNN2 are closely associated with LF progression and immune remodeling. The consistent upregulation of GJA1, together with the identification of candidate drug interactions, provides potential avenues for biomarker development and therapeutic repurposing in LF.

Indexed as

Antifibrotic AgentsGene Expression ProfilingIon ChannelsLiver CirrhosisAnimalsGene Expression RegulationGene Regulatory NetworksHumansMaleMolecular Docking SimulationAntifibrotic AgentsIon ChannelsAQP1GJA1Ion channel geneKCNN2Liver fibrosis

Identifiers

PMID41699670
PMCPMC12930822

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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 OpenQuestion graph.