Simultaneous Pathway Activity Inference and Gene Expression Analysis Using RNA Sequencing

使用 RNA 测序同时进行通路活性推断和基因表达分析

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作者:Daniel J O'Connell #, Raivo Kolde #, Matthew Sooknah, Daniel B Graham, Thomas B Sundberg, Isabel Latorre, Tarjei S Mikkelsen, Ramnik J Xavier

Abstract

Reporter gene assays are a venerable tool for studying signaling pathways, but they lack the throughput and complexity necessary to contribute to a systems-level understanding of endogenous signaling networks. We present a parallel reporter assay, transcription factor activity sequencing (TF-seq), built on synthetic DNA enhancer elements, which enables parallel measurements in primary cells of the transcriptome and transcription factor activity from more than 40 signaling pathways. Using TF-seq in Myd88(-/-) macrophages, we captured dynamic pathway activity changes underpinning the global transcriptional changes of the innate immune response. We also applied TF-seq to investigate small molecule mechanisms of action and find a role for NF-κB activation and coordination of the STAT1 response in the macrophage reaction to the anti-inflammatory natural product halofuginone. Simultaneous TF-seq and global gene expression profiling represent an integrative approach for gaining mechanistic insight into pathway activity and transcriptional changes that result from genetic and small molecule perturbations.

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