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An in vivo massively parallel platform for deciphering tissue-specific regulatory function [DNA]

ABSTRACT: Massively parallel reporter assays (MPRAs) have the potential to link differences in genome sequence, including genetic variants, to tissue-specific regulatory function. Whole-animal MPRA (WhAMPRA), where systemic intravenous AAV effectively transduces the plasmid MPRA library to mouse tissues. This technology simultaneously determines the transcriptional functions of hundreds of enhancers in vivo across multiple tissues

ORGANISM(S): Mus musculus Homo sapiens

PROVIDER: GSE223293 | GEO | 2025/03/24

REPOSITORIES: GEO

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An in vivo massively parallel platform for deciphering tissue-specific regulatory function [RNA]

Project description:Massively parallel reporter assays (MPRAs) have the potential to link differences in genome sequence, including genetic variants, to tissue-specific regulatory function. Whole-animal MPRA (WhAMPRA), where systemic intravenous AAV effectively transduces the plasmid MPRA library to mouse tissues. This technology simultaneously determines the transcriptional functions of hundreds of enhancers in vivo across multiple tissues

2025-03-24 | GSE223306 | GEO

Massively parallel cis-regulatory analysis in the mammalian central nervous system

Project description:Cis-regulatory elements (CREs, e.g., promoters and enhancers) regulate gene expression, and variants within CREs can modulate disease risk. Next-generation sequencing has enabled the rapid generation of genomic data that predict the locations of CREs, but a bottleneck lies in functionally interpreting these data. To address this issue, massively parallel reporter assays (MPRAs) have emerged, in which barcoded reporter libraries are introduced into cells and the resulting barcoded transcripts are quantified by next-generation sequencing. Thus far, MPRAs have been largely restricted to assaying short CREs in a limited repertoire of cultured cell types. Here, we present two advances that extend the biological relevance and applicability of MPRAs. First, we adapt exome capture technology to instead capture candidate CREs, thereby tiling across the targeted regions and markedly increasing the length of candidate CREs that can be readily assayed. Second, we package the library into adeno-associated virus (AAV), thereby allowing delivery of candidate CREs to target organs in vivo. As a proof-of-concept, we introduce a capture library of ~46,000 constructs, corresponding to ~3,500 DNase I hypersensitive (DHS) sites, into the mouse retina by ex vivo plasmid electroporation and into the mouse cerebral cortex by in vivo AAV injection. We demonstrate tissue-specific cis-regulatory activity of DHSs and provide examples of high-resolution truncation mutation analysis for multiplex parsing of CREs. Our approach should enable massively parallel functional analysis of a wide range of CREs in any organ or species that can be infected by AAV, such as non-human primates and human stem cell-derived organoids.

2015-10-15 | GSE68247 | GEO

Cardiac Applications of CRISPR/AAV-Mediated Precise Genome Editing

Project description:The activity of cardiomyocyte and control enhancers was assessed in mouse cardiomyocytes, using two assay formats: a Tnni1 genomically integrated MPRA and AAV-based episomal MPRAs with various minimal promoters.

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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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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.

2013-03-15 | E-GEOD-33367 | biostudies-arrayexpress

An in vivo massively parallel platform for deciphering tissue-specific regulatory function

Project description:This SuperSeries is composed of the SubSeries listed below.

2025-03-24 | GSE223307 | GEO

Massively Parallel Reporter Assay of human-specific substitutions in neurodevelopmental enhancers

Project description:We performed a Massively Parallel Reporter Assay (MPRA) to screen >30,000 human-specific substitutions in ChIP-seq-identified Human Gain Enhancers (HGEs) and Human Accelerated Regions (HARs), highly conserved non-coding regions that show accelerated sequence evolution in humans. After comparing human and chimpanzee reference alleles, we used a second MPRA to deconvolute individual substitutions within differentially active enhancers from substitutions in the same fragment and from other variants (human segregating variants or chimpanzee-specific variants) to isolate their specific effects on enhancer activity.

2019-11-26 | GSE140983 | GEO

Massively Parallel Reporter Assay for pluripotency factors in mESCs

Project description:A massively parallel reporter assay, MPRA, was conducted in mouse embryonic stem cells (mESC). Synthetic cis-regulatory elements comprised of binding sites for pluripotency transcription factors and genomic sequences with comparable binding sites configurations were used in the assay. Transcripts of dsRed were amplified via PCR from the end of the transcript to sequence 3' UTR barcodes.

2019-09-18 | GSE120240 | GEO

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

Transcriptional-Regulatory Convergence Across Functional MDD Risk Variants Identified by Massively Parallel Reporter Assays [Expt1]

Project description:Using Massively Parallel Reporter Assays (MPRAs), we functionally screened over 1,000 SNPs, prioritized from 39 neuropsychiatric trait/disease GWAS loci based on overlap with predicted regulatory features—including expression quantitative trait loci (eQTL) and histone marks—from human brains and cell cultures. Using mouse neuroblastoma Neuro2a (N2a) cells, we identify over 100 SNPs with allelic effects on expression. Functional SNPs were enriched for binding sequences of retinoic acid-receptive transcription factors (TFs); with additional allelic differences unmasked in cells treated with all-trans retinoic acid (ATRA). Motifs overrepresented at functional SNPs corresponded to a set of TFs highly specific to serotonergic neurons and collectively downregulated in schizophrenia. Our application of MPRAs to screen MDD-associated SNPs suggested a shared transcriptional regulatory program across loci, a subset of which are unmasked by retinoids. Additional code and results corresponding to this GEO submission can be found at https://bitbucket.org/jdlabteam/n2a_atra_mdd_mpra_paper/src

2021-06-30 | GSE167517 | GEO

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