Ramsey Stephen A, Vengrenyuk Yuliya, Menon Prashanthi, Podolsky Irina, Feig Jonathan E, Aderem Alan, Fisher Edward A, Gold Elizabeth S
Department of Biomedical Sciences and School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, Oregon, United States of America.
Division of Cardiology, School of Medicine, New York University, New York, New York, United States of America.
PLoS Genet. 2014 Dec 4;10(12):e1004828. doi: 10.1371/journal.pgen.1004828. eCollection 2014 Dec.
We report the first systems biology investigation of regulators controlling arterial plaque macrophage transcriptional changes in response to lipid lowering in vivo in two distinct mouse models of atherosclerosis regression. Transcriptome measurements from plaque macrophages from the Reversa mouse were integrated with measurements from an aortic transplant-based mouse model of plaque regression. Functional relevance of the genes detected as differentially expressed in plaque macrophages in response to lipid lowering in vivo was assessed through analysis of gene functional annotations, overlap with in vitro foam cell studies, and overlap of associated eQTLs with human atherosclerosis/CAD risk SNPs. To identify transcription factors that control plaque macrophage responses to lipid lowering in vivo, we used an integrative strategy--leveraging macrophage epigenomic measurements--to detect enrichment of transcription factor binding sites upstream of genes that are differentially expressed in plaque macrophages during regression. The integrated analysis uncovered eight transcription factor binding site elements that were statistically overrepresented within the 5' regulatory regions of genes that were upregulated in plaque macrophages in the Reversa model under maximal regression conditions and within the 5' regulatory regions of genes that were upregulated in the aortic transplant model during regression. Of these, the TCF/LEF binding site was present in promoters of upregulated genes related to cell motility, suggesting that the canonical Wnt signaling pathway may be activated in plaque macrophages during regression. We validated this network-based prediction by demonstrating that β-catenin expression is higher in regressing (vs. control group) plaques in both regression models, and we further demonstrated that stimulation of canonical Wnt signaling increases macrophage migration in vitro. These results suggest involvement of canonical Wnt signaling in macrophage emigration from the plaque during lipid lowering-induced regression, and they illustrate the discovery potential of an epigenome-guided, systems approach to understanding atherosclerosis regression.
我们报告了首次对调控动脉斑块巨噬细胞转录变化的调节因子进行的系统生物学研究,该研究针对两种不同的动脉粥样硬化消退小鼠模型,观察其体内脂质降低时的情况。将来自Reversa小鼠斑块巨噬细胞的转录组测量结果与基于主动脉移植的斑块消退小鼠模型的测量结果进行整合。通过对基因功能注释的分析、与体外泡沫细胞研究的重叠以及相关表达数量性状位点(eQTL)与人类动脉粥样硬化/冠心病风险单核苷酸多态性(SNP)的重叠,评估了在体内脂质降低时斑块巨噬细胞中检测到的差异表达基因的功能相关性。为了确定在体内控制斑块巨噬细胞对脂质降低反应的转录因子,我们采用了一种整合策略——利用巨噬细胞表观基因组测量——来检测在消退过程中斑块巨噬细胞中差异表达基因上游转录因子结合位点的富集情况。综合分析发现了八个转录因子结合位点元件,它们在Reversa模型最大消退条件下斑块巨噬细胞中上调基因的5'调控区域以及主动脉移植模型消退过程中上调基因的5'调控区域内具有统计学上的过度代表性。其中,TCF/LEF结合位点存在于与细胞运动相关的上调基因的启动子中,这表明在消退过程中,经典Wnt信号通路可能在斑块巨噬细胞中被激活。我们通过证明在两种消退模型中,β-连环蛋白表达在消退斑块(相对于对照组)中更高,验证了基于网络的预测,并且我们进一步证明,刺激经典Wnt信号通路可增加体外巨噬细胞迁移。这些结果表明,在脂质降低诱导的消退过程中,经典Wnt信号通路参与了巨噬细胞从斑块中迁出,并且它们说明了一种表观基因组引导的系统方法在理解动脉粥样硬化消退方面的发现潜力。