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系统生物学分析内皮细胞对切应力的纵向功能反应。

Systems biology analysis of longitudinal functional response of endothelial cells to shear stress.

机构信息

Bioinformatics and Systems Biology Graduate Program, University of California at San Diego, La Jolla, CA 92023.

Department of Bioengineering, University of California at San Diego, La Jolla, CA 92093.

出版信息

Proc Natl Acad Sci U S A. 2017 Oct 10;114(41):10990-10995. doi: 10.1073/pnas.1707517114. Epub 2017 Sep 26.

Abstract

Blood flow and vascular shear stress patterns play a significant role in inducing and modulating physiological responses of endothelial cells (ECs). Pulsatile shear (PS) is associated with an atheroprotective endothelial phenotype, while oscillatory shear (OS) is associated with an atheroprone endothelial phenotype. Although mechanisms of endothelial shear response have been extensively studied, most studies focus on characterization of single molecular pathways, mainly at fixed time points after stress application. Here, we carried out a longitudinal time-series study to measure the transcriptome after the application of PS and OS. We performed systems analyses of transcriptional data of cultured human vascular ECs to elucidate the dynamics of endothelial responses in several functional pathways such as cell cycle, oxidative stress, and inflammation. By combining the temporal data on differentially expressed transcription factors and their targets with existing knowledge on relevant functional pathways, we infer the causal relationships between disparate endothelial functions through common transcriptional regulation mechanisms. Our study presents a comprehensive temporally longitudinal experimental study and mechanistic model of shear stress response. By comparing the relative endothelial expressions of genes between OS and PS, we provide insights and an integrated perspective into EC function in response to differential shear. This study has significant implications for the pathogenesis of vascular diseases.

摘要

血流和血管切应力模式在诱导和调节内皮细胞(EC)的生理反应方面起着重要作用。脉动切应力(PS)与动脉保护的内皮表型相关,而振荡切应力(OS)与动脉易损的内皮表型相关。尽管内皮切应力反应的机制已经得到了广泛的研究,但大多数研究主要集中在单一分子途径的特征描述上,主要是在应激应用后的固定时间点。在这里,我们进行了一项纵向时间序列研究,以测量 PS 和 OS 应用后的转录组。我们对培养的人血管内皮细胞的转录组数据进行了系统分析,以阐明细胞周期、氧化应激和炎症等几个功能途径中的内皮反应动力学。通过将差异表达转录因子及其靶基因的时间数据与相关功能途径的现有知识相结合,我们通过共同的转录调节机制推断出不同内皮功能之间的因果关系。我们的研究提出了一种全面的、具有时间纵向的切应力反应实验研究和机制模型。通过比较 OS 和 PS 之间基因的相对内皮表达,我们提供了对 EC 功能在不同切应力下反应的深入了解和综合观点。这项研究对血管疾病的发病机制有重要意义。

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