Literature DB >> 27211859

Simultaneous Pathway Activity Inference and Gene Expression Analysis Using RNA Sequencing.

Daniel J O'Connell1, Raivo Kolde2, Matthew Sooknah1, Daniel B Graham1, Thomas B Sundberg3, Isabel Latorre1, Tarjei S Mikkelsen4, Ramnik J Xavier1,2,3,5.   

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.
Copyright © 2016 Elsevier Inc. All rights reserved.

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Year:  2016        PMID: 27211859      PMCID: PMC5032147          DOI: 10.1016/j.cels.2016.04.011

Source DB:  PubMed          Journal:  Cell Syst        ISSN: 2405-4712            Impact factor:   10.304


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