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

被引:106
作者
Ajami, Nassim E. [1 ]
Gupta, Shakti [2 ,3 ]
Maurya, Mano R. [2 ,3 ]
Phu Nguyen [2 ,4 ]
Li, Julie Yi-Shuan [2 ,4 ]
Shyy, John Y. -J. [5 ]
Chen, Zhen [5 ,6 ]
Chien, Shu [2 ,4 ,5 ]
Subramaniam, Shankar [1 ,2 ,4 ,7 ,8 ]
机构
[1] Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92023 USA
[2] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, San Diego Supercomp Ctr, La Jolla, CA 92093 USA
[4] Univ Calif San Diego, Inst Engn Med, La Jolla, CA 92093 USA
[5] Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USA
[6] City Hope Natl Med Ctr, Beckman Res Inst, Dept Diabet Complicat & Metab, Duarte, CA 91010 USA
[7] Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USA
[8] Univ Calif San Diego, Dept Cellular & Mol Med, La Jolla, CA 92093 USA
基金
美国国家科学基金会;
关键词
endothelial cells; systems biology; time-series analysis; RNA-seq; shear stress; E2F1 TRANSCRIPTION FACTOR; VASCULAR ENDOTHELIUM; GENE-EXPRESSION; SUBCELLULAR-LOCALIZATION; MESENCHYMAL TRANSITION; MECHANOSENSITIVE GENES; EPIGENETIC MECHANISM; DISTURBED FLOW; CYCLE; LAMINAR;
D O I
10.1073/pnas.1707517114
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
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.
引用
收藏
页码:10990 / 10995
页数:6
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