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干扰素刺激基因表达水平的调控在体内平衡中。

Regulation of interferon stimulated gene expression levels at homeostasis.

机构信息

Department of Mathematics and Statistics, Georgetown University, District of Columbia 20057, USA.

Department of Mathematics and Statistics, Georgetown University, District of Columbia 20057, USA.

出版信息

Cytokine. 2020 Feb;126:154870. doi: 10.1016/j.cyto.2019.154870. Epub 2019 Oct 16.

Abstract

Interferon stimulated genes (ISGs), a collection of genes important in the early innate immune response, are upregulated in response to stimulation by extracellular type I interferons. The regulation of ISGs has been extensively studied in cells exposed to significant interferon stimulation, but less is known about ISG regulation in homeostatic regimes in which extracellular interferon levels are low. Using a collection of pre-existing, publicly available microarray datasets, we investigated ISG regulation at homeostasis in CD4, pulmonary epithelial, fibroblast and macrophage cells. We used a linear regression model to predict ISG expression levels from regulator expression levels. Our results suggest significant regulation of ISG expression at homeostasis, both through the ISGF3 molecule and through IRF7 and IRF8 associated pathways. We find that roughly 50% of ISGs have expression levels significantly correlated with ISGF3 expression levels at homeostasis, supporting previous results suggesting that homeostatic IFN levels have broad functional consequences. We find that ISG expression levels varied in their correlation with ISGF3, with epithelial and macrophage cells showing more correlation than CD4 and fibroblast cells. Our analysis provides a novel approach for decomposing and quantifying ISG regulation.

摘要

干扰素刺激基因(ISGs)是一组在早期固有免疫反应中重要的基因,它们对外界 I 型干扰素的刺激产生上调。ISGs 的调节已在受到显著干扰素刺激的细胞中得到广泛研究,但在细胞外干扰素水平较低的稳态条件下 ISG 调节的了解较少。我们使用一组现有的、公开可用的微阵列数据集,研究了 CD4、肺上皮、成纤维细胞和巨噬细胞中稳态时的 ISG 调节。我们使用线性回归模型从调节剂表达水平预测 ISG 表达水平。我们的结果表明,ISG 表达的稳态调节既通过 ISGF3 分子,也通过 IRF7 和 IRF8 相关途径进行。我们发现,大约 50%的 ISGs 的表达水平与稳态时的 ISGF3 表达水平显著相关,这支持了先前的结果,即稳态 IFN 水平具有广泛的功能后果。我们发现,ISG 表达水平与 ISGF3 的相关性存在差异,上皮细胞和巨噬细胞的相关性高于 CD4 和成纤维细胞。我们的分析提供了一种分解和量化 ISG 调节的新方法。

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