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神经性疼痛中葡萄糖代谢相关基因的发现:来自生物信息学的见解

Discovery of Glucose Metabolism-Associated Genes in Neuropathic Pain: Insights from Bioinformatics.

作者信息

Yu Ying, Cheung Yan-Ting, Cheung Chi-Wai

机构信息

Department of Anesthesiology, Laboratory and Clinical Research Institute for Pain, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.

Department of Anesthesiology, Queen Mary Hospital, The University of Hong Kong, Hong Kong SAR, China.

出版信息

Int J Mol Sci. 2024 Dec 17;25(24):13503. doi: 10.3390/ijms252413503.

Abstract

Metabolic dysfunction has been demonstrated to contribute to diabetic pain, pointing towards a potential correlation between glucose metabolism and pain. To investigate the relationship between altered glucose metabolism and neuropathic pain, we compared samples from healthy subjects with those from intervertebral disc degeneration (IVDD) patients, utilizing data from two public datasets. This led to the identification of 412 differentially expressed genes (DEG), of which 234 were upregulated and 178 were downregulated. Among these, three key genes (, , ) were found. pathway analysis demonstrated the enrichment of hub genes in pathways such as the positive regulation of the ErbB signaling pathway, monocyte activation, and response to reactive oxygen species; thereby suggesting a potential correlation between these biological pathways and pain sensation. Further analysis identified three key genes (, , and ), which showed significant correlations with immune cell infiltration, suggesting their roles in modulating pain through immune response. To validate our findings, quantitative real-time polymerase chain reaction (qPCR) analysis confirmed the expression levels of these genes in a partial sciatic nerve ligation (PSNL) model, and immunofluorescence studies demonstrated increased immune cell infiltration at the injury site. Behavioral assessments further corroborated pain hypersensitivity in neuropathic pain (NP) models. Our study sheds light on the molecular mechanisms underlying NP and aids the identification of potential therapeutic targets for future drug development.

摘要

代谢功能障碍已被证明与糖尿病性疼痛有关,这表明葡萄糖代谢与疼痛之间可能存在关联。为了研究葡萄糖代谢改变与神经性疼痛之间的关系,我们利用两个公共数据集的数据,将健康受试者的样本与椎间盘退变(IVDD)患者的样本进行了比较。这导致了412个差异表达基因(DEG)的鉴定,其中234个上调,178个下调。在这些基因中,发现了三个关键基因(,,)。通路分析表明,枢纽基因在诸如表皮生长因子受体(ErbB)信号通路的正调控、单核细胞活化和对活性氧的反应等通路中富集;从而表明这些生物学通路与疼痛感觉之间可能存在关联。进一步分析确定了三个关键基因(,和),它们与免疫细胞浸润显示出显著相关性,表明它们在通过免疫反应调节疼痛中发挥作用。为了验证我们的发现,定量实时聚合酶链反应(qPCR)分析证实了这些基因在部分坐骨神经结扎(PSNL)模型中的表达水平,免疫荧光研究表明损伤部位免疫细胞浸润增加。行为评估进一步证实了神经性疼痛(NP)模型中的疼痛超敏反应。我们的研究揭示了NP潜在的分子机制,并有助于确定未来药物开发的潜在治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dadb/11679926/cc91ca475b54/ijms-25-13503-g0A1.jpg

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