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运用综合生物信息学方法鉴定颈动脉粥样硬化中的新基因和信号通路。

Identification of novel genes and pathways in carotid atheroma using integrated bioinformatic methods.

作者信息

Nai Wenqing, Threapleton Diane, Lu Jingbo, Zhang Kewei, Wu Hongyuan, Fu You, Wang Yuanyuan, Ou Zejin, Shan Lanlan, Ding Yan, Yu Yanlin, Dai Meng

机构信息

Department of Health Management, Southern Medical University, Guangzhou 510515, Guangdong, China.

Division of Epidemiology, School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong.

出版信息

Sci Rep. 2016 Jan 8;6:18764. doi: 10.1038/srep18764.

Abstract

Atherosclerosis is the primary cause of cardiovascular events and its molecular mechanism urgently needs to be clarified. In our study, atheromatous plaques (ATH) and macroscopically intact tissue (MIT) sampled from 32 patients were compared and an integrated series of bioinformatic microarray analyses were used to identify altered genes and pathways. Our work showed 816 genes were differentially expressed between ATH and MIT, including 443 that were up-regulated and 373 that were down-regulated in ATH tissues. GO functional-enrichment analysis for differentially expressed genes (DEGs) indicated that genes related to the "immune response" and "muscle contraction" were altered in ATHs. KEGG pathway-enrichment analysis showed that up-regulated DEGs were significantly enriched in the "FcεRI-mediated signaling pathway", while down-regulated genes were significantly enriched in the "transforming growth factor-β signaling pathway". Protein-protein interaction network and module analysis demonstrated that VAV1, SYK, LYN and PTPN6 may play critical roles in the network. Additionally, similar observations were seen in a validation study where SYK, LYN and PTPN6 were markedly elevated in ATH. All in all, identification of these genes and pathways not only provides new insights into the pathogenesis of atherosclerosis, but may also aid in the development of prognostic and therapeutic biomarkers for advanced atheroma.

摘要

动脉粥样硬化是心血管事件的主要原因,其分子机制亟待阐明。在我们的研究中,比较了从32例患者身上采集的动脉粥样斑块(ATH)和宏观上完整的组织(MIT),并使用了一系列综合的生物信息学微阵列分析来鉴定改变的基因和通路。我们的研究表明,ATH和MIT之间有816个基因差异表达,其中ATH组织中有443个基因上调,373个基因下调。对差异表达基因(DEG)的GO功能富集分析表明,与“免疫反应”和“肌肉收缩”相关的基因在ATH中发生了改变。KEGG通路富集分析表明,上调的DEG在“FcεRI介导的信号通路”中显著富集,而下调的基因在“转化生长因子-β信号通路”中显著富集。蛋白质-蛋白质相互作用网络和模块分析表明,VAV1、SYK、LYN和PTPN6可能在该网络中起关键作用。此外,在一项验证研究中也观察到了类似的结果,其中SYK、LYN和PTPN6在ATH中显著升高。总而言之,这些基因和通路的鉴定不仅为动脉粥样硬化的发病机制提供了新的见解,还可能有助于开发晚期动脉粥样硬化的预后和治疗生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b4aa/4705461/895599f069d7/srep18764-f1.jpg

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