ALDH5A1 as a key in osteonecrosis of the femoral head: Insights from bioinformatics and experimental validation.

IF 2.5 Q3 MEDICINE, RESEARCH & EXPERIMENTAL
Biomedical reports Pub Date : 2026-03-24 eCollection Date: 2026-05-01 DOI:10.3892/br.2026.2136
Tianyu Ren, Qingfa Qin, Li Pang, Xifan Zheng, Junpu Huang, Jinzhi Meng, Yue Qiu, Zeming Li, Jun Yao
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引用次数: 0

Abstract

The present study aims to identify key genes and elucidate the molecular mechanisms underlying osteonecrosis of the femoral head (ONFH), with the goal of discovering effective diagnostic and therapeutic targets. Microarray data were sourced from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) were identified using the Limma method. Feature genes were selected through Support Vector Machine, Random Forest and Least Absolute Shrinkage and Selection Operator algorithms. Diagnostic performance was assessed using receiver operating characteristic (ROC) analysis. Functional enrichment and immune infiltration analyses were performed. Experimental validation included RT-qPCR, western blotting and immunofluorescence in ONFH bone tissue. Additionally, a competing endogenous RNA (ceRNA) network was constructed using Cytoscape (v3.10.1). A total of 51 DEGs were identified, comprising 33 downregulated and 18 upregulated genes. Aldehyde dehydrogenase 5 family member A1 (ALDH5A1) consistently emerged as a key gene across all machine learning models, demonstrating high diagnostic value according to ROC analysis. Enrichment analysis indicated that ALDH5A1-related DEGs were predominantly involved in 'Toll-like receptor signaling', 'RIG-like receptor signaling', 'Leishmania infection' and 'Cytosolic DNA sensing'. Immune analysis revealed associations between ONFH and HLA/MHC-I molecules, neutrophils and regulatory T cells, with ALDH5A1 showing a negative correlation with activated CD4+ memory T cells. Experimental validation confirmed significant downregulation of ALDH5A1 in ONFH samples. Overall, ALDH5A1 represents a promising prognostic biomarker and potential therapeutic target for ONFH. The interaction between immune cells and the ceRNA network may play a critical role in the pathogenesis of ONFH, providing valuable insights for molecular mechanisms and clinical intervention strategies.

ALDH5A1作为股骨头骨坏死的关键:来自生物信息学和实验验证的见解。
本研究旨在鉴定关键基因并阐明股骨头坏死(ONFH)的分子机制,以期发现有效的诊断和治疗靶点。微阵列数据来源于Gene Expression Omnibus数据库。差异表达基因(deg)用Limma法鉴定。通过支持向量机、随机森林、最小绝对收缩和选择算子算法选择特征基因。采用受试者工作特征(ROC)分析评估诊断表现。功能富集和免疫浸润分析。通过RT-qPCR、western blotting和免疫荧光对ONFH骨组织进行实验验证。此外,利用Cytoscape (v3.10.1)构建了竞争性内源性RNA (ceRNA)网络。共鉴定出51个基因,其中下调基因33个,上调基因18个。醛脱氢酶5家族成员A1 (ALDH5A1)在所有机器学习模型中始终作为关键基因出现,根据ROC分析显示出很高的诊断价值。富集分析表明,aldh5a1相关的deg主要参与“toll样受体信号传导”、“rig样受体信号传导”、“利什曼原虫感染”和“胞质DNA传感”。免疫分析显示ONFH与HLA/MHC-I分子、中性粒细胞和调节性T细胞之间存在相关性,ALDH5A1与活化的CD4+记忆T细胞呈负相关。实验验证证实了ONFH样品中ALDH5A1的显著下调。总的来说,ALDH5A1是一种有希望的预后生物标志物和潜在的ONFH治疗靶点。免疫细胞与ceRNA网络的相互作用可能在ONFH的发病机制中发挥关键作用,为ONFH的分子机制和临床干预策略提供有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Biomedical reports
Biomedical reports MEDICINE, RESEARCH & EXPERIMENTAL-
CiteScore
4.10
自引率
0.00%
发文量
86
期刊介绍: Biomedical Reports is a monthly, peer-reviewed journal, dedicated to publishing research across all fields of biology and medicine, including pharmacology, pathology, gene therapy, genetics, microbiology, neurosciences, infectious diseases, molecular cardiology and molecular surgery. The journal provides a home for original research, case reports and review articles.
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