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1.
Commun Biol ; 6(1): 1151, 2023 11 13.
Article in English | MEDLINE | ID: mdl-37953348

ABSTRACT

The function of regulatory elements is highly dependent on the cellular context, and thus for understanding the function of elements associated with psychiatric diseases these would ideally be studied in neurons in a living brain. Massively Parallel Reporter Assays (MPRAs) are molecular genetic tools that enable functional screening of hundreds of predefined sequences in a single experiment. These assays have not yet been adapted to query specific cell types in vivo in a complex tissue like the mouse brain. Here, using a test-case 3'UTR MPRA library with genomic elements containing variants from autism patients, we developed a method to achieve reproducible measurements of element effects in vivo in a cell type-specific manner, using excitatory cortical neurons and striatal medium spiny neurons as test cases. This targeted technique should enable robust, functional annotation of genetic elements in the cellular contexts most relevant to psychiatric disease.


Subject(s)
Oligonucleotide Array Sequence Analysis , Regulatory Sequences, Nucleic Acid , Animals , Humans , Mice , Oligonucleotide Array Sequence Analysis/methods , 3' Untranslated Regions , Cerebral Cortex , Medium Spiny Neurons
2.
Biol Psychiatry ; 89(1): 76-89, 2021 01 01.
Article in English | MEDLINE | ID: mdl-32843144

ABSTRACT

Neuropsychiatric phenotypes have long been known to be influenced by heritable risk factors, directly confirmed by the past decade of genetic studies that have revealed specific genetic variants enriched in disease cohorts. However, the initial hope that a small set of genes would be responsible for a given disorder proved false. The more complex reality is that a given disorder may be influenced by myriad small-effect noncoding variants and/or by rare but severe coding variants, many de novo. Noncoding genomic sequences-for which molecular functions cannot usually be inferred-harbor a large portion of these variants, creating a substantial barrier to understanding higher-order molecular and biological systems of disease. Fortunately, novel genetic technologies-scalable oligonucleotide synthesis, RNA sequencing, and CRISPR (clustered regularly interspaced short palindromic repeats)-have opened novel avenues to experimentally identify biologically significant variants en masse. Massively parallel reporter assays (MPRAs) are an especially versatile technique resulting from such innovations. MPRAs are powerful molecular genetics tools that can be used to screen thousands of untranscribed or untranslated sequences and their variants for functional effects in a single experiment. This approach, though underutilized in psychiatric genetics, has several useful features for the field. We review methods for assaying putatively functional genetic variants and regions, emphasizing MPRAs and the opportunities they hold for dissection of psychiatric polygenicity. We discuss literature applying functional assays in neurogenetics, highlighting strengths, caveats, and design considerations-especially regarding disease-relevant variables (cell type, neurodevelopment, and sex), and we ultimately propose applications of MPRA to both computational and experimental neurogenetics of polygenic disease risk.


Subject(s)
Clustered Regularly Interspaced Short Palindromic Repeats , Genomics , Genome
3.
Cell ; 182(4): 992-1008.e21, 2020 08 20.
Article in English | MEDLINE | ID: mdl-32710817

ABSTRACT

Cellular heterogeneity confounds in situ assays of transcription factor (TF) binding. Single-cell RNA sequencing (scRNA-seq) deconvolves cell types from gene expression, but no technology links cell identity to TF binding sites (TFBS) in those cell types. We present self-reporting transposons (SRTs) and use them in single-cell calling cards (scCC), a novel assay for simultaneously measuring gene expression and mapping TFBS in single cells. The genomic locations of SRTs are recovered from mRNA, and SRTs deposited by exogenous, TF-transposase fusions can be used to map TFBS. We then present scCC, which map SRTs from scRNA-seq libraries, simultaneously identifying cell types and TFBS in those same cells. We benchmark multiple TFs with this technique. Next, we use scCC to discover BRD4-mediated cell-state transitions in K562 cells. Finally, we map BRD4 binding sites in the mouse cortex at single-cell resolution, establishing a new method for studying TF biology in situ.


Subject(s)
DNA Transposable Elements/genetics , Single-Cell Analysis/methods , Transcription Factors/metabolism , Animals , Binding Sites , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Cerebral Cortex/metabolism , Chromatin Immunoprecipitation , Gene Expression , Hepatocyte Nuclear Factor 3-beta/genetics , Hepatocyte Nuclear Factor 3-beta/metabolism , Humans , Mice , Protein Binding , Sequence Analysis, RNA , Sp1 Transcription Factor/genetics , Sp1 Transcription Factor/metabolism , Transcription Factors/genetics
4.
Proc Natl Acad Sci U S A ; 117(18): 10003-10014, 2020 05 05.
Article in English | MEDLINE | ID: mdl-32300008

ABSTRACT

Transcription factors (TFs) enact precise regulation of gene expression through site-specific, genome-wide binding. Common methods for TF-occupancy profiling, such as chromatin immunoprecipitation, are limited by requirement of TF-specific antibodies and provide only end-point snapshots of TF binding. Alternatively, TF-tagging techniques, in which a TF is fused to a DNA-modifying enzyme that marks TF-binding events across the genome as they occur, do not require TF-specific antibodies and offer the potential for unique applications, such as recording of TF occupancy over time and cell type specificity through conditional expression of the TF-enzyme fusion. Here, we create a viral toolkit for one such method, calling cards, and demonstrate that these reagents can be delivered to the live mouse brain and used to report TF occupancy. Further, we establish a Cre-dependent calling cards system and, in proof-of-principle experiments, show utility in defining cell type-specific TF profiles and recording and integrating TF-binding events across time. This versatile approach will enable unique studies of TF-mediated gene regulation in live animal models.


Subject(s)
Chromatin/genetics , DNA Transposable Elements/genetics , DNA-Binding Proteins/genetics , Epigenomics/methods , Transcription Factors/genetics , Algorithms , Animals , Antibodies/genetics , Binding Sites/genetics , Chromatin/virology , Dependovirus/genetics , Gene Expression Regulation/genetics , Genome/genetics , Humans , Integrases/genetics , Mice , Tissue Distribution/genetics
5.
eNeuro ; 5(6)2018.
Article in English | MEDLINE | ID: mdl-30723792

ABSTRACT

Local translation in neurites is a phenomenon that enhances the spatial segregation of proteins and their functions away from the cell body, yet it is unclear how local translation varies across neuronal cell types. Further, it is unclear whether differences in local translation across cell types simply reflect differences in transcription or whether there is also a cell type-specific post-transcriptional regulation of the location and translation of specific mRNAs. Most of the mRNAs discovered as being locally translated have been identified from hippocampal neurons because their laminar organization facilitates neurite-specific dissection and microscopy methods. Given the diversity of neurons across the brain, studies have not yet analyzed how locally translated mRNAs differ across cell types. Here, we used the SynapTRAP method to harvest two broad cell types in the mouse forebrain: GABAergic neurons and layer 5 projection neurons. While some transcripts overlap, the majority of the local translatome is not shared across these cell types. In addition to differences driven by baseline expression levels, some transcripts also exhibit cell type-specific post-transcriptional regulation. Finally, we provide evidence that GABAergic neurons specifically localize mRNAs for peptide neurotransmitters, including somatostatin and cortistatin, suggesting localized production of these key signaling molecules in the neurites of GABAergic neurons. Overall, this work suggests that differences in local translation in neurites across neuronal cell types are poised to contribute substantially to the heterogeneity in neuronal phenotypes.


Subject(s)
GABAergic Neurons/metabolism , Neurites/metabolism , Peptide Chain Termination, Translational/physiology , Pyramidal Cells/metabolism , RNA Processing, Post-Transcriptional/physiology , RNA, Messenger/metabolism , Animals , Cerebral Cortex/cytology , GABAergic Neurons/ultrastructure , Gene Ontology , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Mice , Mice, Transgenic , Prosencephalon/cytology , Pyramidal Cells/ultrastructure , Retinol-Binding Proteins, Plasma/genetics , Retinol-Binding Proteins, Plasma/metabolism , Tartrate-Resistant Acid Phosphatase/genetics , Tartrate-Resistant Acid Phosphatase/metabolism , Vesicular Inhibitory Amino Acid Transport Proteins/genetics , Vesicular Inhibitory Amino Acid Transport Proteins/metabolism
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