Bao Mei-Hua, Zhang Ruo-Qi, Huang Xiao-Shan, Zhou Ji, Guo Zhen, Xu Bao-Feng, Liu Rui
Academician Workstation, Changsha, China.
School of Stomatology, Changsha Medical University, Changsha, China.
Front Genet. 2021 Nov 4;12:755507. doi: 10.3389/fgene.2021.755507. eCollection 2021.
Atherosclerosis is a chronic inflammatory disease with high prevalence and mortality. The rupture of atherosclerotic plaque is the main reason for the clinical events caused by atherosclerosis. Making clear the transcriptomic and proteomic profiles between the stabe and unstable atherosclerotic plaques is crucial to prevent the clinical manifestations. In the present study, 5 stable and 5 unstable human carotid atherosclerotic plaques were obtained by carotid endarterectomy. The samples were used for the whole transcriptome sequencing (RNA-Seq) by the Next-Generation Sequencing using the Illumina HiSeq, and for proteome analysis by HPLC-MS/MS. The lncRNA-targeted genes and circRNA-originated genes were identified by analyzing their location and sequence. Gene Ontology and KEGG enrichment was carried out to analyze the functions of differentially expressed RNAs and proteins. The protein-protein interactions (PPI) network was constructed by the online tool STRING. The consistency of transcriptome and proteome were analyzed, and the lncRNA/circRNA-miRNA-mRNA interactions were predicted. As a result, 202 mRNAs, 488 lncRNAs, 91 circRNAs, and 293 proteins were identified to be differentially expressed between stable and unstable atherosclerotic plaques. The 488 lncRNAs might target 381 protein-coding genes by -acting mechanisms. Sequence analysis indicated the 91 differentially expressed circRNAs were originated from 97 protein-coding genes. These differentially expressed RNAs and proteins were mainly enriched in the terms of the cellular response to stress or stimulus, the regulation of gene transcription, the immune response, the nervous system functions, the hematologic activities, and the endocrine system. These results were consistent with the previous reported data in the dataset GSE41571. Further analysis identified CD5L, S100A12, CKB (target gene of lncRNA MSTRG.11455.17), CEMIP (target gene of lncRNA MSTRG.12845), and SH3GLB1 (originated gene of hsacirc_000411) to be critical genes in regulating the stability of atherosclerotic plaques. Our results provided a comprehensive transcriptomic and proteomic knowledge on the stability of atherosclerotic plaques.
动脉粥样硬化是一种患病率和死亡率都很高的慢性炎症性疾病。动脉粥样硬化斑块破裂是动脉粥样硬化所致临床事件的主要原因。明确稳定型和不稳定型动脉粥样硬化斑块之间的转录组和蛋白质组图谱对于预防临床表现至关重要。在本研究中,通过颈动脉内膜切除术获取了5个稳定型和5个不稳定型人类颈动脉粥样硬化斑块。样本用于使用Illumina HiSeq进行的新一代测序的全转录组测序(RNA-Seq),以及通过HPLC-MS/MS进行蛋白质组分析。通过分析lncRNA靶向基因和circRNA起源基因的位置和序列来鉴定它们。进行基因本体论和KEGG富集分析以分析差异表达的RNA和蛋白质的功能。通过在线工具STRING构建蛋白质-蛋白质相互作用(PPI)网络。分析转录组和蛋白质组的一致性,并预测lncRNA/circRNA-miRNA-mRNA相互作用。结果显示,在稳定型和不稳定型动脉粥样硬化斑块之间鉴定出202个mRNA、488个lncRNA、91个circRNA和293种蛋白质差异表达。这488个lncRNA可能通过反式作用机制靶向381个蛋白质编码基因。序列分析表明,91个差异表达的circRNA源自97个蛋白质编码基因。这些差异表达的RNA和蛋白质主要富集在细胞对应激或刺激的反应、基因转录调控、免疫反应、神经系统功能、血液学活动和内分泌系统等方面。这些结果与数据集GSE41571中先前报道的数据一致。进一步分析确定CD5L、S100A12、CKB(lncRNA MSTRG.11455.17的靶基因)、CEMIP(lncRNA MSTRG.12845的靶基因)和SH3GLB1(hsacirc_000411的起源基因)是调节动脉粥样硬化斑块稳定性的关键基因。我们的结果提供了关于动脉粥样硬化斑块稳定性的全面转录组和蛋白质组知识。