Transcriptomic Analysis of Lipid Metabolism Genes in Alzheimer’s Disease: Highlighting Pathological Outcomes and Compartmentalized Immune Status

IF 2.8 4区 医学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Journal of Molecular Neuroscience Pub Date : 2024-05-22 DOI:10.1007/s12031-024-02225-3
Yue Sun, Mengni Jiang, Xiang Long, Yongzhen Miao, Huanhuan Du, Ting Zhang, Xuejun Ma, Yue Zhang, Hongrui Meng
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Abstract

The dysregulation of lipid metabolism has been strongly associated with Alzheimer’s disease (AD) and has intricate connections with various aspects of disease progression, such as amyloidogenesis, bioenergetic deficit, oxidative stress, neuroinflammation, and myelin degeneration. Here, a comprehensive bioinformatic assessment was conducted on lipid metabolism genes in the brains and peripheral blood of AD-derived transcriptome datasets, characterizing the correlation between differentially expressed genes (DEGs) of lipid metabolism and disease pathologies, as well as immune cell preferences. Through the application of weighted gene co-expression network analysis (WGCNA), modules eigengenes related to lipid metabolism were pinpointed, and the examination of their molecular functions within biological processes, molecular pathways, and their associations with pathological phenotypes and molecular networks has been characterized. Analysis of biological networks indicates notable discrepancies in the expression patterns of the DEGs between neuronal and immune cells, as well as variations in cell type enrichments within both brain tissue and peripheral blood. Additionally, drugs targeting the DEGs from central and peripheral and a diagnostic model for hub genes from the blood were retrieved and assessed, some of which were shown to be useful for therapeutic and diagnostic. These results revealed the distinctive pattern of transcriptionally abnormal lipid metabolism in central, peripheral, and immune cell activation, providing valuable insight into lipid metabolism for diagnosing and guiding more effective treatment for AD.

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阿尔茨海默病脂质代谢基因转录组分析:突显病理结果和分区免疫状态。
脂质代谢失调与阿尔茨海默病(AD)密切相关,并与淀粉样蛋白生成、生物能不足、氧化应激、神经炎症和髓鞘变性等疾病进展的各个方面有着错综复杂的联系。在此,研究人员对源自AD的转录组数据集的大脑和外周血中的脂质代谢基因进行了全面的生物信息学评估,分析了脂质代谢差异表达基因(DEGs)与疾病病理以及免疫细胞偏好之间的相关性。通过应用加权基因共表达网络分析(WGCNA),精确定位了与脂质代谢相关的基因模块,并研究了它们在生物过程、分子通路中的分子功能,以及它们与病理表型和分子网络的关联。对生物网络的分析表明,DEGs 的表达模式在神经细胞和免疫细胞之间存在明显差异,在脑组织和外周血中的细胞类型富集也存在差异。此外,还检索和评估了针对中枢和外周 DEGs 的药物以及血液中枢基因的诊断模型,其中一些基因被证明可用于治疗和诊断。这些结果揭示了中枢、外周和免疫细胞激活过程中转录异常脂质代谢的独特模式,为诊断和指导更有效的AD治疗提供了有价值的脂质代谢见解。
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来源期刊
Journal of Molecular Neuroscience
Journal of Molecular Neuroscience 医学-神经科学
CiteScore
6.60
自引率
3.20%
发文量
142
审稿时长
1 months
期刊介绍: The Journal of Molecular Neuroscience is committed to the rapid publication of original findings that increase our understanding of the molecular structure, function, and development of the nervous system. The criteria for acceptance of manuscripts will be scientific excellence, originality, and relevance to the field of molecular neuroscience. Manuscripts with clinical relevance are especially encouraged since the journal seeks to provide a means for accelerating the progression of basic research findings toward clinical utilization. All experiments described in the Journal of Molecular Neuroscience that involve the use of animal or human subjects must have been approved by the appropriate institutional review committee and conform to accepted ethical standards.
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