Department of Vascular and Endovascular Surgery, Changzheng Hospital Affiliated to the Second Military Medical University.
J Atheroscler Thromb. 2020 Oct 1;27(10):1068-1085. doi: 10.5551/jat.52993. Epub 2020 Feb 8.
To investigate the differentially expressed genes (DEGs) and molecular interaction in unstable atherosclerotic carotid plaques.
Gene expression datasets GSE41571, GSE118481, and E-MTAB-2055 were analyzed. Co-regulated DEGs in at least two datasets were analyzed with the enrichment of Gene Ontology Biological Process (GO-BP), Kyoto Encyclopedia of Genes and Genomes (KEGG), protein-protein interaction (PPI) networks, interrelationships between miRNAs/transcriptional factors, and their target genes and drug-gene interactions. The expression of notable DEGs in human carotid artery plaques and plasma was further identified.
The GO-BP enrichment analysis revealed that genes associated with inflammatory response, and extracellular matrix organization were altered. The KEGG enrichment analysis revealed that upregulated DEGs were enriched in the tuberculous, lysosomal, and chemokine signaling pathways, whereas downregulated genes were enriched in the focal adhesion and PI3K/Akt signaling pathway. Collagen type I alpha 2 chain (COL1A2), adenylate cyclase 3 (ADCY3), C-X-C motif chemokine receptor 4 (CXCR4), and TYRO protein tyrosine kinase binding protein (TYROBP) might play crucial roles in the PPI networks. In drug-gene interactions, colonystimulating factor-1 receptor had the most drug interactions. Insulin-like growth factor binding protein 6 (IGFBP6) was markedly downregulated in unstable human carotid plaques and plasma. Under a receiver operating characteristic curve analysis, plasma IGFBP6 had a significant discriminatory power (AUC, 0.894; 95% CI, 0.810-0.977), with a cutoff value of 142.08 ng/mL.
The genes COL1A2, ADCY3, CXCR4, and TYROBP are promising targets for the prevention of unstable carotid plaque formation. IGFBP6 may be an important biomarker for predicting vulnerable plaques.
研究不稳定型颈动脉粥样硬化斑块中的差异表达基因(DEGs)和分子相互作用。
分析基因表达数据集 GSE41571、GSE118481 和 E-MTAB-2055。使用至少两个数据集的富集分析,对共调控的 DEGs 进行基因本体论生物过程(GO-BP)、京都基因与基因组百科全书(KEGG)、蛋白质-蛋白质相互作用(PPI)网络、miRNA/转录因子及其靶基因之间的相互关系以及药物-基因相互作用进行分析。进一步鉴定人颈动脉斑块和血浆中显著 DEGs 的表达。
GO-BP 富集分析显示,与炎症反应和细胞外基质组织相关的基因发生改变。KEGG 富集分析显示,上调的 DEGs 富集在结核、溶酶体和趋化因子信号通路中,而下调的基因则富集在焦点黏附和 PI3K/Akt 信号通路中。Ⅰ型胶原α 2 链(COL1A2)、腺苷酸环化酶 3(ADCY3)、C-X-C 基序趋化因子受体 4(CXCR4)和 TYRO 蛋白酪氨酸激酶结合蛋白(TYROBP)可能在 PPI 网络中发挥关键作用。在药物-基因相互作用中,集落刺激因子-1 受体具有最多的药物相互作用。胰岛素样生长因子结合蛋白 6(IGFBP6)在不稳定的人颈动脉斑块和血浆中明显下调。在受试者工作特征曲线分析中,血浆 IGFBP6 具有显著的区分能力(AUC,0.894;95%CI,0.810-0.977),截断值为 142.08ng/ml。
COL1A2、ADCY3、CXCR4 和 TYROBP 是预防不稳定颈动脉斑块形成的有前途的靶点。IGFBP6 可能是预测易损斑块的重要生物标志物。