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1.
bioRxiv ; 2024 Aug 24.
Article in English | MEDLINE | ID: mdl-39229156

ABSTRACT

Over a hundred risk genes underlie risk for autism spectrum disorder (ASD) but the extent to which they converge on shared downstream targets to increase ASD risk is unknown. To test the hypothesis that cellular context impacts the nature of convergence, here we apply a pooled CRISPR approach to target 29 ASD loss-of-function genes in human induced pluripotent stem cell (hiPSC)-derived neural progenitor cells, glutamatergic neurons, and GABAergic neurons. Two distinct approaches (gene-level and network-level analyses) demonstrate that convergence is greatest in mature glutamatergic neurons. Convergent effects are dynamic, varying in strength, composition, and biological role between cell types, increasing with functional similarity of the ASD genes examined, and driven by cell-type-specific gene co-expression patterns. Stratification of ASD genes yield targeted drug predictions capable of reversing gene-specific convergent signatures in human cells and ASD-related behaviors in zebrafish. Altogether, convergent networks downstream of ASD risk genes represent novel points of individualized therapeutic intervention.

2.
Science ; 380(6643): eabn2253, 2023 04 28.
Article in English | MEDLINE | ID: mdl-37104592

ABSTRACT

Conserved genomic sequences disrupted in humans may underlie uniquely human phenotypic traits. We identified and characterized 10,032 human-specific conserved deletions (hCONDELs). These short (average 2.56 base pairs) deletions are enriched for human brain functions across genetic, epigenomic, and transcriptomic datasets. Using massively parallel reporter assays in six cell types, we discovered 800 hCONDELs conferring significant differences in regulatory activity, half of which enhance rather than disrupt regulatory function. We highlight several hCONDELs with putative human-specific effects on brain development, including HDAC5, CPEB4, and PPP2CA. Reverting an hCONDEL to the ancestral sequence alters the expression of LOXL2 and developmental genes involved in myelination and synaptic function. Our data provide a rich resource to investigate the evolutionary mechanisms driving new traits in humans and other species.


Subject(s)
Brain , Evolution, Molecular , Gene Expression Regulation, Developmental , Sequence Deletion , Humans , Conserved Sequence/genetics , Genome , Genomics , RNA-Binding Proteins/genetics , Brain/growth & development
3.
STAR Protoc ; 2(2): 100580, 2021 06 18.
Article in English | MEDLINE | ID: mdl-34151300

ABSTRACT

We describe a CRISPR inhibition (CRISPRi) protocol to repress endogenous gene expression (e.g., ATP6V1A) in human induced pluripotent stem cell-derived NGN2-induced glutamatergic neurons. CRISPRi enables efficient and precise gene repression of one or multiple target genes via delivering gRNA(s) to direct a dCas9-KRAB fusion protein to the gene(s) of interest. This protocol can also be adapted for gene activation and high-throughput gene manipulation, allowing assessment of the transcriptomic and phenotypic impact of candidate gene(s) associated with neurodevelopment or brain disease. For complete details on the use and execution of this protocol, please refer to Ho et al. (2017) and Wang et al. (2021).


Subject(s)
CRISPR-Cas Systems , Gene Expression Regulation , Induced Pluripotent Stem Cells/metabolism , Nerve Tissue Proteins/genetics , Neurons/metabolism , Humans , Neurons/cytology , Transcriptome
4.
Dev Cell ; 56(5): 602-612.e4, 2021 03 08.
Article in English | MEDLINE | ID: mdl-33636105

ABSTRACT

Tissue-specific DNA methylation patterns are created by transcription factors that recruit methylation and demethylation enzymes to cis-regulatory elements. To date, it is not known whether transcription factors are needed to continuously maintain methylation profiles in development and mature tissues or whether they only establish these marks during organ development. We queried the role of the pioneer factor FoxA in generating hypomethylated DNA at liver enhancers. We discovered a set of FoxA-binding sites that undergo regional, FoxA-dependent demethylation during organ development. Conditional ablation of FoxA genes in the adult liver demonstrated that continued FoxA presence was not required to maintain the hypomethylated state, even when massive cell proliferation was induced. This study provides strong evidence for the stable, epigenetic nature of tissue-specific DNA methylation patterns directed by lineage-determining transcription factors during organ development.


Subject(s)
Cell Differentiation , DNA Methylation , Enhancer Elements, Genetic , Epigenesis, Genetic , Hepatocyte Nuclear Factor 3-alpha/physiology , Hepatocyte Nuclear Factor 3-beta/physiology , Liver/metabolism , Animals , Binding Sites , Chromatin/chemistry , Chromatin/genetics , Chromatin/metabolism , Demethylation , Gene Expression Regulation, Developmental , Liver/embryology , Male , Mice , Mice, Knockout
5.
Stem Cell Reports ; 16(3): 505-518, 2021 03 09.
Article in English | MEDLINE | ID: mdl-33636110

ABSTRACT

The host response to SARS-CoV-2, the etiologic agent of the COVID-19 pandemic, demonstrates significant interindividual variability. In addition to showing more disease in males, the elderly, and individuals with underlying comorbidities, SARS-CoV-2 can seemingly afflict healthy individuals with profound clinical complications. We hypothesize that, in addition to viral load and host antibody repertoire, host genetic variants influence vulnerability to infection. Here we apply human induced pluripotent stem cell (hiPSC)-based models and CRISPR engineering to explore the host genetics of SARS-CoV-2. We demonstrate that a single-nucleotide polymorphism (rs4702), common in the population and located in the 3' UTR of the protease FURIN, influences alveolar and neuron infection by SARS-CoV-2 in vitro. Thus, we provide a proof-of-principle finding that common genetic variation can have an impact on viral infection and thus contribute to clinical heterogeneity in COVID-19. Ongoing genetic studies will help to identify high-risk individuals, predict clinical complications, and facilitate the discovery of drugs.


Subject(s)
COVID-19/genetics , Genetic Predisposition to Disease/genetics , Polymorphism, Single Nucleotide/genetics , 3' Untranslated Regions/genetics , Adolescent , Adult , Animals , COVID-19/virology , Cell Line , Chlorocebus aethiops , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Female , Furin/genetics , Host-Pathogen Interactions/genetics , Humans , Induced Pluripotent Stem Cells/virology , Male , Neurons/virology , Peptide Hydrolases/genetics , SARS-CoV-2/pathogenicity , Vero Cells
6.
bioRxiv ; 2020 Sep 21.
Article in English | MEDLINE | ID: mdl-32995783

ABSTRACT

The host response to SARS-CoV-2, the etiologic agent of the COVID-19 pandemic, demonstrates significant inter-individual variability. In addition to showing more disease in males, the elderly, and individuals with underlying comorbidities, SARS-CoV-2 can seemingly render healthy individuals with profound clinical complications. We hypothesize that, in addition to viral load and host antibody repertoire, host genetic variants also impact vulnerability to infection. Here we apply human induced pluripotent stem cell (hiPSC)-based models and CRISPR-engineering to explore the host genetics of SARS-CoV-2. We demonstrate that a single nucleotide polymorphism (rs4702), common in the population at large, and located in the 3'UTR of the protease FURIN, impacts alveolar and neuron infection by SARS-CoV-2 in vitro. Thus, we provide a proof-of-principle finding that common genetic variation can impact viral infection, and thus contribute to clinical heterogeneity in SARS-CoV-2. Ongoing genetic studies will help to better identify high-risk individuals, predict clinical complications, and facilitate the discovery of drugs that might treat disease.

7.
Nat Genet ; 49(10): 1546-1552, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28825728

ABSTRACT

Disruption of gene silencing by Polycomb protein complexes leads to homeotic transformations and altered developmental-phase identity in plants. Here we define short genomic fragments, known as Polycomb response elements (PREs), that direct Polycomb repressive complex 2 (PRC2) placement at developmental genes regulated by silencing in Arabidopsis thaliana. We identify transcription factor families that bind to these PREs, colocalize with PRC2 on chromatin, physically interact with and recruit PRC2, and are required for PRC2-mediated gene silencing in vivo. Two of the cis sequence motifs enriched in the PREs are cognate binding sites for the identified transcription factors and are necessary and sufficient for PRE activity. Thus PRC2 recruitment in Arabidopsis relies in large part on binding of trans-acting factors to cis-localized DNA sequence motifs.


Subject(s)
Arabidopsis Proteins/physiology , Arabidopsis/genetics , Epigenetic Repression/genetics , Gene Expression Regulation, Plant , Gene Silencing , Polycomb Repressive Complex 2/physiology , Polycomb-Group Proteins/physiology , Response Elements/genetics , Amino Acid Motifs , Arabidopsis/metabolism , Arabidopsis Proteins/biosynthesis , Arabidopsis Proteins/genetics , Binding Sites , DNA, Plant/genetics , DNA, Plant/metabolism , Flowers/growth & development , Gene Ontology , High-Throughput Screening Assays , Multigene Family , Plant Leaves/ultrastructure , Plants, Genetically Modified , Protein Binding , Protein Interaction Mapping , Transcription Factors/metabolism
8.
Cell ; 161(3): 555-568, 2015 Apr 23.
Article in English | MEDLINE | ID: mdl-25892221

ABSTRACT

Pioneer transcription factors (TFs) access silent chromatin and initiate cell-fate changes, using diverse types of DNA binding domains (DBDs). FoxA, the paradigm pioneer TF, has a winged helix DBD that resembles linker histone and thereby binds its target sites on nucleosomes and in compacted chromatin. Herein, we compare the nucleosome and chromatin targeting activities of Oct4 (POU DBD), Sox2 (HMG box DBD), Klf4 (zinc finger DBD), and c-Myc (bHLH DBD), which together reprogram somatic cells to pluripotency. Purified Oct4, Sox2, and Klf4 proteins can bind nucleosomes in vitro, and in vivo they preferentially target silent sites enriched for nucleosomes. Pioneer activity relates simply to the ability of a given DBD to target partial motifs displayed on the nucleosome surface. Such partial motif recognition can occur by coordinate binding between factors. Our findings provide insight into how pioneer factors can target naive chromatin sites.


Subject(s)
Cellular Reprogramming , Induced Pluripotent Stem Cells/cytology , Nucleosomes/metabolism , Transcription Factors/metabolism , Amino Acid Sequence , Cell Dedifferentiation , DNA/metabolism , Fibroblasts/metabolism , Humans , Induced Pluripotent Stem Cells/metabolism , Kruppel-Like Factor 4 , Models, Molecular , Nucleotide Motifs , Octamer Transcription Factor-3/metabolism , Protein Structure, Tertiary , Sequence Alignment , Transcription Factors/chemistry , Transcription Factors/classification
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