Massively parallel reporter assays and mouse transgenic assays provide complementary information about neuronal enhancer activity

大规模平行报告基因检测和小鼠转基因检测提供了关于神经元增强子活性的互补信息

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作者:Michael Kosicki, Dianne Laboy Cintrón, Nicholas F Page, Ilias Georgakopoulos-Soares, Jennifer A Akiyama, Ingrid Plajzer-Frick, Catherine S Novak, Momoe Kato, Riana D Hunter, Kianna von Maydell, Sarah Barton, Patrick Godfrey, Erik Beckman, Stephan J Sanders, Len A Pennacchio, Nadav Ahituv

Abstract

Genetic studies find hundreds of thousands of noncoding variants associated with psychiatric disorders. Massively parallel reporter assays (MPRAs) and in vivo transgenic mouse assays can be used to assay the impact of these variants. However, the relevance of MPRAs to in vivo function is unknown and transgenic assays suffer from low throughput. Here, we studied the utility of combining the two assays to study the impact of non-coding variants. We carried out an MPRA on over 50,000 sequences derived from enhancers validated in transgenic mouse assays and from multiple fetal neuronal ATAC-seq datasets. We also tested over 20,000 variants, including synthetic mutations in highly active neuronal enhancers and 177 common variants associated with psychiatric disorders. Variants with a high impact on MPRA activity were further tested in mice. We found a strong and specific correlation between MPRA and mouse neuronal enhancer activity including changes in neuronal enhancer activity in mouse embryos for variants with strong MPRA effects. Mouse assays also revealed pleiotropic variant effects that could not be observed in MPRA. Our work provides a large catalog of functional neuronal enhancers and variant effects and highlights the effectiveness of combining MPRAs and mouse transgenic assays.

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