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1.
Cell ; 176(1-2): 377-390.e19, 2019 01 10.
Article in English | MEDLINE | ID: mdl-30612741

ABSTRACT

Over one million candidate regulatory elements have been identified across the human genome, but nearly all are unvalidated and their target genes uncertain. Approaches based on human genetics are limited in scope to common variants and in resolution by linkage disequilibrium. We present a multiplex, expression quantitative trait locus (eQTL)-inspired framework for mapping enhancer-gene pairs by introducing random combinations of CRISPR/Cas9-mediated perturbations to each of many cells, followed by single-cell RNA sequencing (RNA-seq). Across two experiments, we used dCas9-KRAB to perturb 5,920 candidate enhancers with no strong a priori hypothesis as to their target gene(s), measuring effects by profiling 254,974 single-cell transcriptomes. We identified 664 (470 high-confidence) cis enhancer-gene pairs, which were enriched for specific transcription factors, non-housekeeping status, and genomic and 3D conformational proximity to their target genes. This framework will facilitate the large-scale mapping of enhancer-gene regulatory interactions, a critical yet largely uncharted component of the cis-regulatory landscape of the human genome.


Subject(s)
Chromosome Mapping/methods , Enhancer Elements, Genetic/genetics , Gene Expression Regulation/genetics , CRISPR-Cas Systems/genetics , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Gene Expression Profiling , Gene Regulatory Networks/genetics , Genome, Human , Genome-Wide Association Study , Genomics , Humans , Quantitative Trait Loci , Transcription Factors/genetics
3.
Nature ; 562(7726): 217-222, 2018 10.
Article in English | MEDLINE | ID: mdl-30209399

ABSTRACT

Variants of uncertain significance fundamentally limit the clinical utility of genetic information. The challenge they pose is epitomized by BRCA1, a tumour suppressor gene in which germline loss-of-function variants predispose women to breast and ovarian cancer. Although BRCA1 has been sequenced in millions of women, the risk associated with most newly observed variants cannot be definitively assigned. Here we use saturation genome editing to assay 96.5% of all possible single-nucleotide variants (SNVs) in 13 exons that encode functionally critical domains of BRCA1. Functional effects for nearly 4,000 SNVs are bimodally distributed and almost perfectly concordant with established assessments of pathogenicity. Over 400 non-functional missense SNVs are identified, as well as around 300 SNVs that disrupt expression. We predict that these results will be immediately useful for the clinical interpretation of BRCA1 variants, and that this approach can be extended to overcome the challenge of variants of uncertain significance in additional clinically actionable genes.


Subject(s)
BRCA1 Protein/genetics , Gene Editing , Genetic Predisposition to Disease/classification , Genetic Variation/genetics , Genome, Human/genetics , Hereditary Breast and Ovarian Cancer Syndrome/genetics , Cell Line , Exons/genetics , Female , Genes, Essential/genetics , Humans , Loss of Function Mutation/genetics , Models, Molecular , Prognosis , RNA, Messenger/genetics , RNA, Messenger/metabolism , Recombinational DNA Repair/genetics
4.
Am J Hum Genet ; 101(2): 192-205, 2017 Aug 03.
Article in English | MEDLINE | ID: mdl-28712454

ABSTRACT

The extent to which non-coding mutations contribute to Mendelian disease is a major unknown in human genetics. Relatedly, the vast majority of candidate regulatory elements have yet to be functionally validated. Here, we describe a CRISPR-based system that uses pairs of guide RNAs (gRNAs) to program thousands of kilobase-scale deletions that deeply scan across a targeted region in a tiling fashion ("ScanDel"). We applied ScanDel to HPRT1, the housekeeping gene underlying Lesch-Nyhan syndrome, an X-linked recessive disorder. Altogether, we programmed 4,342 overlapping 1 and 2 kb deletions that tiled 206 kb centered on HPRT1 (including 87 kb upstream and 79 kb downstream) with median 27-fold redundancy per base. We functionally assayed programmed deletions in parallel by selecting for loss of HPRT function with 6-thioguanine. As expected, sequencing gRNA pairs before and after selection confirmed that all HPRT1 exons are needed. However, HPRT1 function was robust to deletion of any intergenic or deeply intronic non-coding region, indicating that proximal regulatory sequences are sufficient for HPRT1 expression. Although our screen did identify the disruption of exon-proximal non-coding sequences (e.g., the promoter) as functionally consequential, long-read sequencing revealed that this signal was driven by rare, imprecise deletions that extended into exons. Our results suggest that no singular distal regulatory element is required for HPRT1 expression and that distal mutations are unlikely to contribute substantially to Lesch-Nyhan syndrome burden. Further application of ScanDel could shed light on the role of regulatory mutations in disease at other loci while also facilitating a deeper understanding of endogenous gene regulation.


Subject(s)
CRISPR-Cas Systems/genetics , Gene Expression Regulation/genetics , Hypoxanthine Phosphoribosyltransferase/genetics , Regulatory Sequences, Nucleic Acid/genetics , Sequence Deletion/genetics , Cell Line , HEK293 Cells , Humans , Hypoxanthine Phosphoribosyltransferase/biosynthesis , Lesch-Nyhan Syndrome/genetics , RNA, Guide, Kinetoplastida/genetics , Thioguanine/metabolism
5.
J Comp Neurol ; 530(6): 903-922, 2022 04.
Article in English | MEDLINE | ID: mdl-34614539

ABSTRACT

Neuropeptides, including oxytocin-like peptides, are a conserved group of hormones that regulate a wide range of social behaviors, including vocal communication. In the current study, we evaluate whether putative brain sites for the actions of isotocin (IT), the oxytocin (OT) homolog of teleost fishes are associated with vocal courtship and circuitry in the plainfin midshipman fish (Porichthys notatus). During the breeding season, nesting males produce advertisement calls known as "hums" to acoustically court females at night and attract them to nests. We first identify IT receptor (ITR) mRNA in evolutionarily conserved regions of the forebrain preoptic area (POA), anterior hypothalamus (AH), and midbrain periaqueductal gray (PAG), and in two topographically separate populations within the hindbrain vocal pattern generator- duration-coding vocal prepacemaker (VPP) and amplitude-coding vocal motor nuclei (VMN) that also innervate vocal muscles. We also verify that ITR expression overlaps known distribution sites of OT-like immunoreactive fibers. Next, using phosphorylated ribosomal subunit 6 (pS6) as a marker for activated neurons, we demonstrate that ITR-containing neurons in the anterior parvocellular POA, AH, PAG, VPP, and VMN are activated in humming males. Posterior parvocellular and magno/gigantocellular divisions of the POA remain constitutively active in nonhumming males that are also in a reproductive state. Together with prior studies of midshipman fish and other vertebrates, our findings suggest that IT-signaling influences male courtship behavior, in part, by acting on brain regions that broadly influence behavioral state (POA) as well as the initiation (POA and PAG) and temporal structure (VPP and VMN) of advertisement hums.


Subject(s)
Brain/physiology , Nerve Net/physiology , Oxytocin/analogs & derivatives , Receptors, Oxytocin/metabolism , Sexual Behavior, Animal/physiology , Vocalization, Animal/physiology , Animals , Batrachoidiformes , Brain/metabolism , Fish Proteins , Male , Oxytocin/metabolism
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