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

<b>Introduction:</b> Transcriptional regulation is an important process wherein non-protein coding enhancer sequences play a key role in determining cell type identity and phenotypic diversity. In neural tissue, these gene regulatory processes are crucial for coordinating a plethora of interconnected and regionally specialized cell types, ensuring their synchronized activity in generating behavior. Recognizing the intricate interplay of gene regulatory processes in the brain is imperative, as mounting evidence links neurodevelopment and neurological disorders to non-coding genome regions. While genome-wide association studies are swiftly identifying non-coding human disease-associated loci, decoding regulatory mechanisms is challenging due to causal variant ambiguity and their specific tissue impacts. <b>Methods:</b> Massively parallel reporter assays (MPRAs) are widely used in cell culture to study the non-coding enhancer regions, linking genome sequence differences to tissue-specific regulatory function. However, widespread use in animals encounters significant challenges, including insufficient viral library delivery and library quantification, irregular viral transduction rates, and injection site inflammation disrupting gene expression. Here, we introduce a systemic MPRA (sysMPRA) to address these challenges through systemic intravenous AAV viral delivery. <b>Results:</b> We demonstrate successful transduction of the MPRA library into diverse mouse tissues, efficiently identifying tissue specificity in candidate enhancers and aligning well with predictions from machine learning models. We highlight that sysMPRA effectively uncovers regulatory effects stemming from the disruption of MEF2C transcription factor binding sites, single-nucleotide polymorphisms, and the consequences of genetic variations associated with late-onset Alzheimer's disease. <b>Conclusion:</b> SysMPRA is an effective library delivering method that simultaneously determines the transcriptional functions of hundreds of enhancers in vivo across multiple tissues.

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Publication Details

Journal
Frontiers in Genetics
Published
2025-04-09
DOI
https://doi.org/10.3389/fgene.2025.1533900
Citations
13
Primary Topic
Genomics and Chromatin Dynamics
Type
article
Field-Weighted Citation Impact
9.67
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article

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

Irene M. Kaplow, Robert van de Weerd, Morgan Wirthlin, Easwaran Ramamurthy et al.
13 citations
Frontiers in Genetics
Genomics and Chromatin Dynamics
9.67
article

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

Irene M. Kaplow, Robert van de Weerd, Morgan Wirthlin, Easwaran Ramamurthy, Grant A Fox, Ashley R. Brown, Alyssa J. Lawler, BaDoi N. Phan, Andreas Pfenning, Qiao Su, Gemma E. May, C. Joel McManus, Ziheng Chen, Lahari Gadey
article en
13 citations

Abstract

<b>Introduction:</b> Transcriptional regulation is an important process wherein non-protein coding enhancer sequences play a key role in determining cell type identity and phenotypic diversity. In neural tissue, these gene regulatory processes are crucial for coordinating a plethora of interconnected and regionally specialized cell types, ensuring their synchronized activity in generating behavior. Recognizing the intricate interplay of gene regulatory processes in the brain is imperative, as mounting evidence links neurodevelopment and neurological disorders to non-coding genome regions. While genome-wide association studies are swiftly identifying non-coding human disease-associated loci, decoding regulatory mechanisms is challenging due to causal variant ambiguity and their specific tissue impacts. <b>Methods:</b> Massively parallel reporter assays (MPRAs) are widely used in cell culture to study the non-coding enhancer regions, linking genome sequence differences to tissue-specific regulatory function. However, widespread use in animals encounters significant challenges, including insufficient viral library delivery and library quantification, irregular viral transduction rates, and injection site inflammation disrupting gene expression. Here, we introduce a systemic MPRA (sysMPRA) to address these challenges through systemic intravenous AAV viral delivery. <b>Results:</b> We demonstrate successful transduction of the MPRA library into diverse mouse tissues, efficiently identifying tissue specificity in candidate enhancers and aligning well with predictions from machine learning models. We highlight that sysMPRA effectively uncovers regulatory effects stemming from the disruption of MEF2C transcription factor binding sites, single-nucleotide polymorphisms, and the consequences of genetic variations associated with late-onset Alzheimer's disease. <b>Conclusion:</b> SysMPRA is an effective library delivering method that simultaneously determines the transcriptional functions of hundreds of enhancers in vivo across multiple tissues.

Frontiers in GeneticsVol. 16
University of Pittsburgh (US), Carnegie Mellon University (US)
Openalex Percentile: Top 2%
Genomics and Chromatin Dynamics
9.67
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