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Systematic dissection and optimization of inducible enhancers in human cells using a massively parallel reporter assay

ABSTRACT: We apply a massively parallel reporter assay (MPRA) that relies on mRNA and plasmid tag sequencing (Tag-Seq) to compare the regulatory activities of more than 27,000 distinct variants of two inducible enhancers in human cells: a synthetic cAMP-regulated enhancer and the virus-inducible interferon beta enhancer. The resulting data define accurate maps of functional transcription factor binding sites in both enhancers at single-nucleotide resolution and can be used the to train quantitative sequence-activity models (QSAMs).

ORGANISM(S): Escherichia coli Homo sapiens

PROVIDER: GSE31982 | GEO | 2012/02/26

SECONDARY ACCESSION(S): PRJNA145181

REPOSITORIES: GEO

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Systematic dissection and optimization of inducible enhancers in human cells using a massively parallel reporter assay

Project description:We apply a massively parallel reporter assay (MPRA) that relies on mRNA and plasmid tag sequencing (Tag-Seq) to compare the regulatory activities of more than 27,000 distinct variants of two inducible enhancers in human cells: a synthetic cAMP-regulated enhancer and the virus-inducible interferon beta enhancer. The resulting data define accurate maps of functional transcription factor binding sites in both enhancers at single-nucleotide resolution and can be used the to train quantitative sequence-activity models (QSAMs). Reporter Tag-Seq from HEK293 cells transfected with each of six MPRA plasmid pools, with and without stimulation (forskolin or Sendai virus). The reporter mRNAs contain unique 10 nucleotide tags that facilitates quantitation of their abundances. The same tags were also sequenced from each ransfected plasmid pool to facilitate normalization to plasmid copy numbers. The reporter constructs were designed according to two different mutagenesis strategies: 'single-hit scanning' and 'multi-hit sampling'. The specific variants are included in the processed data files.

2012-02-26 | E-GEOD-31982 | biostudies-arrayexpress

Systematic dissection of regulatory motifs in 2,000 predicted human enhancers using a massively parallel reporter assay

Project description:We employ a massively parallel reporter assay (MPRA) to measure the ex vivo activities of hundreds of K562 and HepG2 enhancers with known transcription factor motif instances. For seven selected motifs that correspond to known or predicted activators and repressors in the two cell types, we make directed modifications of the bases corresponding to these motifs and observe the changes in enhancer activity. Reporter mRNA-seq from HepG2 and K562 cells transfected with a ~55,000-plex MPRA plasmid pool containing 5,418 mutated human enhancer sequences, each linked to 10 distinct 10-nt tags. The reporter mRNA tags facilitate quantitation of their abundances. The same tags were also sequenced from the transfected MPRA plasmid pool to facilitate normalization to plasmid copy numbers.

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Systematic dissection of regulatory motifs in 2,000 predicted human enhancers using a massively parallel reporter assay

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A systematic evaluation of the design, orientation, and sequence context dependencies of massively parallel reporter assays

Project description:Enhancers play important roles in evolution and disease. However, traditional assays to test enhancers are low throughput and not scalable to the >100,000 enhancers in the human genome. To better prioritize variants associated with disease and to study the role of enhancers, our group and others developed massively parallel reporter assays (MPRAs), which functionally screen thousands of sequences for regulatory activity in parallel. Although MPRAs have been applied to address diverse questions in gene regulation, there has been no systematic comparison of how differences in experimental design influence findings, making it difficult to interpret results and compare between groups. Here, we screen a library of 2,440 sequences, representing candidate liver enhancers and controls, in HepG2 cells for regulatory activity using nine different approaches (including conventional episomal, STARR-seq, and lentiviral MPRA designs). We identify subtle but significant differences in the resulting measurements that correlate with epigenetic and sequence-level features. We also test this library in both orientations with respect to the promoter, validating en masse that enhancer activity is robustly independent of orientation. Finally, we develop and apply a novel method to assemble and functionally test libraries of the same putative enhancers as 192-mers, 354-mers, and 678-mers, and observe surprisingly large differences in functional activity. This work provides a framework for the experimental design of high-throughput reporter assays, suggesting that the extended sequence context of tested elements, and to a lesser degree the precise assay, influence MPRA results.

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Massively parallel reporter assays (MPRAs) of 175bp human genomic fragments containing variants in high LD with lead variants from obesity GWAS associations.

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Systematic dissection and optimization of inducible enhancers in human cells using a massively parallel reporter assay

Project description:Systematic dissection and optimization of inducible enhancers in human cells using a massively parallel reporter assay

| PRJNA145181 | ENA

Massively parallel reporter assays with multi-layer annotation identified cell-type-specific functional variants and genes associated with melanoma (MPRA)

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