Bo Li, Xu Zhao, Liming Ma, Xiaoying Wang, Yan Ding, Yi Zhang
{"title":"Mechanistic exploration of hexokinase 2 and metabolism in diabetic cardiomyopathy.","authors":"Bo Li, Xu Zhao, Liming Ma, Xiaoying Wang, Yan Ding, Yi Zhang","doi":"10.3892/mmr.2025.13576","DOIUrl":null,"url":null,"abstract":"<p><p>The pathogenesis of diabetic cardiomyopathy (DCM) remains incompletely understood. The present study employed weighted gene co‑expression network analysis to analyze the DCM transcriptome dataset from the Gene Expression Omnibus (GEO) database to identify genes associated with this disease. Subsequently, both internal and external validation of the expression of the characterized genes was performed using additional GEO datasets. Key DCM genes were validated at both the <i>in vitro</i> and <i>in vivo</i> levels by Western blot and immunohistochemistry, IHC). Furthermore, the mechanisms of gene and metabolite co‑expression in DCM were investigated through transcriptome sequencing of cells overexpressing disease‑associated genes, combined with quantitative measurements of metabolites. Notably, hexokinase 2 (HK2) was downregulated in both DCM cell and db/db mouse models. Low expression of HK2 was implicated in the disruption of organic acids and their derivatives, as well as the receptor for advanced glycation end‑products pathway.</p>","PeriodicalId":18818,"journal":{"name":"Molecular medicine reports","volume":"32 2","pages":""},"PeriodicalIF":3.4000,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular medicine reports","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3892/mmr.2025.13576","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/5/26 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0
Abstract
The pathogenesis of diabetic cardiomyopathy (DCM) remains incompletely understood. The present study employed weighted gene co‑expression network analysis to analyze the DCM transcriptome dataset from the Gene Expression Omnibus (GEO) database to identify genes associated with this disease. Subsequently, both internal and external validation of the expression of the characterized genes was performed using additional GEO datasets. Key DCM genes were validated at both the in vitro and in vivo levels by Western blot and immunohistochemistry, IHC). Furthermore, the mechanisms of gene and metabolite co‑expression in DCM were investigated through transcriptome sequencing of cells overexpressing disease‑associated genes, combined with quantitative measurements of metabolites. Notably, hexokinase 2 (HK2) was downregulated in both DCM cell and db/db mouse models. Low expression of HK2 was implicated in the disruption of organic acids and their derivatives, as well as the receptor for advanced glycation end‑products pathway.
期刊介绍:
Molecular Medicine Reports is a monthly, peer-reviewed journal available in print and online, that includes studies devoted to molecular medicine, underscoring aspects including pharmacology, pathology, genetics, neurosciences, infectious diseases, molecular cardiology and molecular surgery. In vitro and in vivo studies of experimental model systems pertaining to the mechanisms of a variety of diseases offer researchers the necessary tools and knowledge with which to aid the diagnosis and treatment of human diseases.