ABSTRACT
T helper type 2 (Th2) cells are important regulators of mammalian adaptive immunity and have relevance for infection, autoimmunity, and tumor immunology. Using a newly developed, genome-wide retroviral CRISPR knockout (KO) library, combined with RNA-seq, ATAC-seq, and ChIP-seq, we have dissected the regulatory circuitry governing activation and differentiation of these cells. Our experiments distinguish cell activation versus differentiation in a quantitative framework. We demonstrate that these two processes are tightly coupled and are jointly controlled by many transcription factors, metabolic genes, and cytokine/receptor pairs. There are only a small number of genes regulating differentiation without any role in activation. By combining biochemical and genetic data, we provide an atlas for Th2 differentiation, validating known regulators and identifying factors, such as Pparg and Bhlhe40, as part of the core regulatory network governing Th2 helper cell fates.
Subject(s)
Receptor Cross-Talk/immunology , Th2 Cells/immunology , Th2 Cells/metabolism , Animals , CRISPR-Cas Systems/genetics , Cell Differentiation/genetics , Cell Differentiation/immunology , Chromatin , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Genome , High-Throughput Nucleotide Sequencing , Humans , Lymphocyte Activation/genetics , Lymphocyte Activation/immunology , Mice , Mice, Inbred C57BL , T-Lymphocytes, Helper-Inducer/metabolism , Transcription Factors/metabolismABSTRACT
ABSTRACT: Acute leukemia cells require bone marrow microenvironments, known as niches, which provide leukemic cells with niche factors that are essential for leukemic cell survival and/or proliferation. However, it remains unclear how the dynamics of the leukemic cell-niche interaction are regulated. Using a genome-wide CRISPR screen, we discovered that canonical BRG1/BRM-associated factor (cBAF), a variant of the switch/sucrose nonfermenting chromatin remodeling complex, regulates the migratory response of human T-cell acute lymphoblastic leukemia (T-ALL) cells to a niche factor CXCL12. Mechanistically, cBAF maintains chromatin accessibility and allows RUNX1 to bind to CXCR4 enhancer regions. cBAF inhibition evicts RUNX1 from the genome, resulting in CXCR4 downregulation and impaired migration activity. In addition, cBAF maintains chromatin accessibility preferentially at RUNX1 binding sites, ensuring RUNX1 binding at these sites, and is required for expression of RUNX1-regulated genes, such as CDK6; therefore, cBAF inhibition negatively impacts cell proliferation and profoundly induces apoptosis. This anticancer effect was also confirmed using T-ALL xenograft models, suggesting cBAF as a promising therapeutic target. Thus, we provide novel evidence that cBAF regulates the RUNX1-driven leukemic program and governs migration activity toward CXCL12 and cell-autonomous growth in human T-ALL.
Subject(s)
Core Binding Factor Alpha 2 Subunit , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma , Humans , Core Binding Factor Alpha 2 Subunit/genetics , Core Binding Factor Alpha 2 Subunit/metabolism , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Bone Marrow/metabolism , Chromatin , T-Lymphocytes/metabolism , Cell Line, Tumor , Tumor MicroenvironmentABSTRACT
Functional genomics approaches can overcome limitations-such as the lack of identification of robust targets and poor clinical efficacy-that hamper cancer drug development. Here we performed genome-scale CRISPR-Cas9 screens in 324 human cancer cell lines from 30 cancer types and developed a data-driven framework to prioritize candidates for cancer therapeutics. We integrated cell fitness effects with genomic biomarkers and target tractability for drug development to systematically prioritize new targets in defined tissues and genotypes. We verified one of our most promising dependencies, the Werner syndrome ATP-dependent helicase, as a synthetic lethal target in tumours from multiple cancer types with microsatellite instability. Our analysis provides a resource of cancer dependencies, generates a framework to prioritize cancer drug targets and suggests specific new targets. The principles described in this study can inform the initial stages of drug development by contributing to a new, diverse and more effective portfolio of cancer drug targets.
Subject(s)
CRISPR-Cas Systems/genetics , Drug Discovery/methods , Gene Editing , Molecular Targeted Therapy/methods , Neoplasms/genetics , Neoplasms/therapy , Animals , Biomarkers, Tumor/genetics , Cell Line, Tumor , Female , Genome, Human/genetics , Humans , Mice , Microsatellite Instability , Neoplasm Transplantation , Neoplasms/classification , Neoplasms/pathology , Organ Specificity , Reproducibility of Results , Synthetic Lethal Mutations/genetics , Werner Syndrome/genetics , Werner Syndrome Helicase/geneticsABSTRACT
There are approximately 250 million people chronically infected with hepatitis B virus (HBV) worldwide. Although HBV is often integrated into the host genome and promotes hepatocarcinogenesis, vulnerability of HBV integration in liver cancer cells has not been clarified. The aim of our study is to identify vulnerability factors for HBV-associated hepatocarcinoma. Loss-of-function screening was undertaken in HepG2 and HBV-integrated HepG2.2.15 cells expressing SpCas9 using a pooled genome-wide clustered regularly interspaced short palindromic repeats (CRISPR) library. Genes whose guide RNA (gRNA) abundance significantly decreased in HepG2.2.15 cells but not in HepG2 cells were extracted using the MAGeCK algorithm. We identified four genes (BCL2L1, VPS37A, INSIG2, and CFLAR) that showed significant reductions of gRNA abundance and thus potentially involved in the vulnerability of HBV-integrated cancer cells. Among them, siRNA-mediated mRNA inhibition or CRISPR-mediated genetic deletion of INSIG2 significantly impaired cell proliferation in HepG2.2.15 cells but not in HepG2 cells. Its inhibitory effect was alleviated by cotransfection of siRNAs targeting HBV. INSIG2 inhibition suppressed the pathways related to cell cycle and DNA replication, downregulated cyclin-dependent kinase 2 (CDK2) levels, and delayed the G1 -to-S transition in HepG2.2.15 cells. CDK2 inhibitor suppressed cell cycle progression in HepG2.2.15 cells and INSIG2 inhibition did not suppress cell proliferation in the presence of CDK2 inhibitor. In conclusion, INSIG2 inhibition induced cell cycle arrest in HBV-integrated hepatoma cells in a CDK2-dependent manner, and thus INSIG2 might be a vulnerability factor for HBV-associated liver cancer.
Subject(s)
Carcinoma, Hepatocellular , Hepatitis B , Liver Neoplasms , Humans , Hepatitis B virus/genetics , Hepatitis B virus/metabolism , Carcinoma, Hepatocellular/genetics , RNA, Guide, CRISPR-Cas Systems , Liver Neoplasms/genetics , Cell Line , Hep G2 Cells , RNA, Small Interfering/metabolism , Virus Replication/genetics , Hepatitis B/genetics , DNA, Viral/genetics , Membrane Proteins/metabolism , Intracellular Signaling Peptides and Proteins/metabolismABSTRACT
Genome-wide CRISPR/Cas9 knockout screens are revolutionizing mammalian functional genomics. However, their range of applications remains limited by signal variability from different guide RNAs that target the same gene, which confounds gene effect estimation and dictates large experiment sizes. To address this problem, we report JACKS, a Bayesian method that jointly analyzes screens performed with the same guide RNA library. Modeling the variable guide efficacies greatly improves hit identification over processing a single screen at a time and outperforms existing methods. This more efficient analysis gives additional hits and allows designing libraries with a 2.5-fold reduction in required cell numbers without sacrificing performance compared to current analysis standards.
Subject(s)
CRISPR-Cas Systems , Gene Knockout Techniques/methods , Software , Animals , Bayes TheoremABSTRACT
In mouse embryonic stem cells (mESCs), the expression of provirus and endogenous retroelements is epigenetically repressed. Although many cellular factors involved in retroelement silencing have been identified, the complete molecular mechanism remains elusive. In this study, we performed a genome-wide CRISPR screen to advance our understanding of retroelement silencing in mESCs. The Moloney murine leukemia virus (MLV)-based retroviral vector MSCV-GFP, which is repressed by the SETDB1/TRIM28 pathway in mESCs, was used as a reporter provirus, and we identified more than 80 genes involved in this process. In particular, ATF7IP and the BAF complex components are linked with the repression of most of the SETDB1 targets. We characterized two factors, MORC2A and RESF1, of which RESF1 is a novel molecule in retroelement silencing. Although both factors are recruited to repress provirus, their roles in repression are different. MORC2A appears to function dependent on repressive epigenetic modifications, while RESF1 regulates repressive epigenetic modifications associated with SETDB1. Our genome-wide CRISPR screen cataloged genes which function at different levels in silencing of SETDB1-target retroelements and provides a useful resource for further molecular studies.
Subject(s)
Epigenesis, Genetic , Histone-Lysine N-Methyltransferase/genetics , Repressor Proteins/genetics , Retroelements/genetics , Transcription Factors/genetics , Animals , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Gene Silencing , Mice , Moloney murine leukemia virus/genetics , Mouse Embryonic Stem Cells/virologyABSTRACT
Interactions mediated by cell surface receptors initiate important instructive signaling cues but can be difficult to detect in biochemical assays because they are often highly transient and membrane-embedded receptors are difficult to solubilize in their native conformation. Here, we address these biochemical challenges by using a genome-scale, cell-based genetic screening approach using CRISPR gene knockout technology to identify cellular pathways required for specific cell surface recognition events. By using high-affinity monoclonal antibodies and low-affinity ligands, we determined the necessary screening parameters, including the importance of establishing binding contributions from the glycocalyx, that permitted the unequivocal identification of genes encoding directly interacting membrane-embedded receptors with high statistical confidence. Importantly, we show that this genome-wide screening approach additionally identified receptor-specific pathways that are required for functional display of receptors on the cell surface that included chaperones, enzymes that add post-translational modifications, trafficking proteins, and transcription factors. Finally, we demonstrate the utility of the approach by identifying IGF2R (insulin like growth factor 2 receptor) as a binding partner for the R2 subunit of GABAB receptors. We show that this interaction is direct and is critically dependent on mannose-6-phosphate, providing a mechanism for the internalization and regulation of GABAB receptor signaling. We conclude that this single approach can reveal both the molecular nature and the genetic pathways required for functional cell surface display of receptors recognized by antibodies, secreted proteins, and membrane-embedded ligands without the need to make any prior assumptions regarding their biochemical properties.
Subject(s)
Membrane Proteins/metabolism , Protein Interaction Mapping/methods , Proteome/metabolism , Signal Transduction , Cell Line, Tumor , Glycocalyx/metabolism , HEK293 Cells , Humans , Membrane Proteins/genetics , Protein Binding , Protein Processing, Post-Translational , Protein Transport , Proteome/geneticsABSTRACT
α-Ketoglutarate (α-KG) also known as 2-oxoglutarate (2-OG) is an intermediate metabolite in the tricarboxylic acid (TCA) cycle and is also produced by the deamination of glutamate. It is an indispensable cofactor for a series of 2-oxoglutarate-dependent oxygenases including epigenetic modifiers such as ten-eleven translocation DNA demethylases (TETs) and JmjC domain-containing histone demethylases (JMJDs). Since these epigenetic enzymes target genomic DNA and histone in the nucleus, the nuclear concentration of α-KG would affect the levels of transcription by modulating the activity of the epigenetic enzymes. Thus, it is of great interest to measure the nuclear concentration of α-KG to elucidate the regulatory mechanism of these enzymes. Here, we report a novel fluorescence resonance energy transfer (FRET)-based biosensor with multiple nuclear localization signals (NLSs) to measure the nuclear concentration of α-KG. The probe contains the α-KG-binding GAF domain of NifA protein from Azotobacter vinelandii fused with EYFP and ECFP. Treatment of 3T3-L1 preadipocytes expressing this probe with either dimethyl-2-oxoglutarate (dimethyl-2-OG), a cell-permeable 2-OG derivative, or citrate elicited time- and dose-dependent changes in the FRET ratio, proving that this probe functions as an α-KG sensor. Measurement of the nuclear α-KG levels in the 3T3-L1 cells stably expressing the probe during adipocyte differentiation revealed that the nuclear concentration of α-KG increased in the early stage of differentiation and remained high thereafter. Thus, this nuclear-localized α-KG probe is a powerful tool for real-time monitoring of α-KG concentrations with subcellular resolution in living cells and is useful for elucidating the regulatory mechanisms of epigenetic enzymes.
Subject(s)
Biosensing Techniques , Ketoglutaric Acids , Adipocytes/metabolism , Cell Differentiation , Fluorescence Resonance Energy Transfer , Ketoglutaric Acids/metabolism , Nuclear Localization SignalsABSTRACT
Direct in vivo reprogramming of cardiac fibroblasts into myocytes is an attractive therapeutic intervention in resolving myogenic deterioration. Current transgene-dependent approaches can restore cardiac function, but dependence on retroviral delivery and persistent retention of transgenic sequences are significant therapeutic hurdles. Chemical reprogramming has been established as a legitimate method to generate functional cell types, including those of the cardiac lineage. Here, we have extended this approach to generate progenitor cells that can differentiate into endothelial cells and cardiomyocytes using a single inhibitor protocol. Depletion of terminally differentiated cells and enrichment for proliferative cells result in a second expandable progenitor population that can robustly give rise to myofibroblasts and smooth muscle. Deployment of a genome-wide knockout screen with clustered regularly interspaced short palindromic repeats-guide RNA library to identify novel mediators that regulate the reprogramming revealed the involvement of DNA methyltransferase 1-associated protein 1 (Dmap1). Loss of Dmap1 reduced promoter methylation, increased the expression of Nkx2-5, and enhanced the retention of self-renewal, although further differentiation is inhibited because of the sustained expression of Cdh1. Our results hence establish Dmap1 as a modulator of cardiac reprogramming and myocytic induction. Stem Cells 2019;37:958-972.
Subject(s)
Benzamides/pharmacology , CRISPR-Cas Systems , Cellular Reprogramming/drug effects , Dioxoles/pharmacology , Fibroblasts/drug effects , Pyrazoles/pharmacology , Pyridines/pharmacology , Repressor Proteins/genetics , Stem Cells/drug effects , Animals , Cadherins/genetics , Cadherins/metabolism , Cell Differentiation/drug effects , Cell Proliferation/drug effects , Cellular Reprogramming/genetics , Fibroblasts/cytology , Fibroblasts/metabolism , Gene Editing/methods , Homeobox Protein Nkx-2.5/genetics , Homeobox Protein Nkx-2.5/metabolism , Humans , Mice , Mice, Inbred C57BL , Mice, Knockout , Muscle, Smooth/cytology , Muscle, Smooth/metabolism , Myocardium/cytology , Myocardium/metabolism , Myocytes, Cardiac/cytology , Myocytes, Cardiac/drug effects , Myocytes, Cardiac/metabolism , Primary Cell Culture , RNA, Guide, Kinetoplastida/genetics , RNA, Guide, Kinetoplastida/metabolism , Repressor Proteins/metabolism , Stem Cells/cytology , Stem Cells/metabolismABSTRACT
Forward genetic screens are a powerful and unbiased approach for uncovering the genetic basis behind a specific phenotype. Genome-wide mutagenesis followed by phenotypic screening represents the ultimate manifestation of this method, directly linking biological phenomena to its corresponding genetic cause. Whilst this has been successful in lower organisms, deployment of genome-wide screens in mammalian systems has been hampered by both limitations of scale and inefficient bi-allelic mutagenesis. CRISPR-Cas9 technology has now largely resolved these issues, whereby delivery of genome-scale gRNA libraries in the presence of gRNA-guided Cas9 endonuclease enables the generation of mutant cell libraries; the perfect platform for performing phenotypic screens. Although the tools are now available for virtually any molecular biology laboratory to conduct such screens, many researchers are daunted by the sheer complexity and scale at which such experiments are performed. This Review will address these concerns, presenting a contextual and practical guide to deploying CRISPR-KO screens in mammalian systems. We will discuss key considerations required in all aspects of screening from initiation to conclusion, which will enable researchers to conduct screens of their own, maximising the potential of this powerful technology.
Subject(s)
CRISPR-Cas Systems/genetics , Gene Editing/methods , Genomic Library , Genomics/methods , Animals , Cell Culture Techniques/methods , Cell Line , Genetic Testing/methods , Humans , RNA, Guide, Kinetoplastida/geneticsABSTRACT
NPM1 mutations define the commonest subgroup of acute myeloid leukemia (AML) and frequently co-occur with FLT3 internal tandem duplications (ITD) or, less commonly, NRAS or KRAS mutations. Co-occurrence of mutant NPM1 with FLT3-ITD carries a significantly worse prognosis than NPM1-RAS combinations. To understand the molecular basis of these observations, we compare the effects of the 2 combinations on hematopoiesis and leukemogenesis in knock-in mice. Early effects of these mutations on hematopoiesis show that compound Npm1cA/+;NrasG12D/+ or Npm1cA;Flt3ITD share a number of features: Hox gene overexpression, enhanced self-renewal, expansion of hematopoietic progenitors, and myeloid differentiation bias. However, Npm1cA;Flt3ITD mutants displayed significantly higher peripheral leukocyte counts, early depletion of common lymphoid progenitors, and a monocytic bias in comparison with the granulocytic bias in Npm1cA/+;NrasG12D/+ mutants. Underlying this was a striking molecular synergy manifested as a dramatically altered gene expression profile in Npm1cA;Flt3ITD , but not Npm1cA/+;NrasG12D/+ , progenitors compared with wild-type. Both double-mutant models developed high-penetrance AML, although latency was significantly longer with Npm1cA/+;NrasG12D/+ During AML evolution, both models acquired additional copies of the mutant Flt3 or Nras alleles, but only Npm1cA/+;NrasG12D/+ mice showed acquisition of other human AML mutations, including IDH1 R132Q. We also find, using primary Cas9-expressing AMLs, that Hoxa genes and selected interactors or downstream targets are required for survival of both types of double-mutant AML. Our results show that molecular complementarity underlies the higher frequency and significantly worse prognosis associated with NPM1c/FLT3-ITD vs NPM1/NRAS-G12D-mutant AML and functionally confirm the role of HOXA genes in NPM1c-driven AML.
Subject(s)
Leukemia, Myeloid, Acute/genetics , Mutation/genetics , Nuclear Proteins/genetics , Alleles , Animals , Cell Differentiation , Cell Self Renewal , Cell Survival/genetics , Disease Progression , Gene Dosage , Gene Expression Profiling , Gene Expression Regulation, Leukemic , Gene Expression Regulation, Neoplastic , Hematopoietic Stem Cells/metabolism , Homeodomain Proteins/genetics , Humans , Leukemia, Myeloid, Acute/pathology , Mice , Multipotent Stem Cells/metabolism , Myelopoiesis , Nuclear Proteins/metabolism , Nucleophosmin , Penetrance , Phenotype , Transcription Factors/genetics , Transcriptome/genetics , fms-Like Tyrosine Kinase 3/metabolismABSTRACT
The accuracy of replicating the genetic code is fundamental. DNA repair mechanisms protect the fidelity of the genome ensuring a low error rate between generations. This sustains the similarity of individuals whilst providing a repertoire of variants for evolution. The mutation rate in the human genome has recently been measured to be 50-70 de novo single nucleotide variants (SNVs) between generations. During development mutations accumulate in somatic cells so that an organism is a mosaic. However, variation within a tissue and between tissues has not been analysed. By reprogramming somatic cells into induced pluripotent stem cells (iPSCs), their genomes and the associated mutational history are captured. By sequencing the genomes of polyclonal and monoclonal somatic cells and derived iPSCs we have determined the mutation rates and show how the patterns change from a somatic lineage in vivo through to iPSCs. Somatic cells have a mutation rate of 14 SNVs per cell per generation while iPSCs exhibited a ten-fold lower rate. Analyses of mutational signatures suggested that deamination of methylated cytosine may be the major mutagenic source in vivo, whilst oxidative DNA damage becomes dominant in vitro. Our results provide insights for better understanding of mutational processes and lineage relationships between human somatic cells. Furthermore it provides a foundation for interpretation of elevated mutation rates and patterns in cancer.
Subject(s)
Cell Lineage , Induced Pluripotent Stem Cells/cytology , Mutation , Adult , Cells, Cultured , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Young AdultABSTRACT
BACKGROUND: Genome editing by CRISPR-Cas9 technology allows large-scale screening of gene essentiality in cancer. A confounding factor when interpreting CRISPR-Cas9 screens is the high false-positive rate in detecting essential genes within copy number amplified regions of the genome. We have developed the computational tool CRISPRcleanR which is capable of identifying and correcting gene-independent responses to CRISPR-Cas9 targeting. CRISPRcleanR uses an unsupervised approach based on the segmentation of single-guide RNA fold change values across the genome, without making any assumption about the copy number status of the targeted genes. RESULTS: Applying our method to existing and newly generated genome-wide essentiality profiles from 15 cancer cell lines, we demonstrate that CRISPRcleanR reduces false positives when calling essential genes, correcting biases within and outside of amplified regions, while maintaining true positive rates. Established cancer dependencies and essentiality signals of amplified cancer driver genes are detectable post-correction. CRISPRcleanR reports sgRNA fold changes and normalised read counts, is therefore compatible with downstream analysis tools, and works with multiple sgRNA libraries. CONCLUSIONS: CRISPRcleanR is a versatile open-source tool for the analysis of CRISPR-Cas9 knockout screens to identify essential genes.
Subject(s)
CRISPR-Cas Systems , Gene Targeting/methods , Genome, Human , Neoplasms/genetics , Cell Line, Tumor , DNA Copy Number Variations , Gene Amplification , Gene Knockout Techniques/methods , Genes, Essential , High-Throughput Screening Assays , Humans , Sequence Analysis, DNA , SoftwareABSTRACT
Human induced pluripotent stem cells (iPSCs) represent a unique opportunity for regenerative medicine because they offer the prospect of generating unlimited quantities of cells for autologous transplantation, with potential application in treatments for a broad range of disorders. However, the use of human iPSCs in the context of genetically inherited human disease will require the correction of disease-causing mutations in a manner that is fully compatible with clinical applications. The methods currently available, such as homologous recombination, lack the necessary efficiency and also leave residual sequences in the targeted genome. Therefore, the development of new approaches to edit the mammalian genome is a prerequisite to delivering the clinical promise of human iPSCs. Here we show that a combination of zinc finger nucleases (ZFNs) and piggyBac technology in human iPSCs can achieve biallelic correction of a point mutation (Glu342Lys) in the α(1)-antitrypsin (A1AT, also known as SERPINA1) gene that is responsible for α(1)-antitrypsin deficiency. Genetic correction of human iPSCs restored the structure and function of A1AT in subsequently derived liver cells in vitro and in vivo. This approach is significantly more efficient than any other gene-targeting technology that is currently available and crucially prevents contamination of the host genome with residual non-human sequences. Our results provide the first proof of principle, to our knowledge, for the potential of combining human iPSCs with genetic correction to generate clinically relevant cells for autologous cell-based therapies.
Subject(s)
Induced Pluripotent Stem Cells/physiology , Targeted Gene Repair , alpha 1-Antitrypsin Deficiency/genetics , alpha 1-Antitrypsin/genetics , Animals , Cell Line , DNA Transposable Elements/genetics , Hepatocytes/metabolism , Hepatocytes/transplantation , Humans , Liver/cytology , Mice , Serum Albumin/genetics , Serum Albumin/metabolism , Serum Albumin, Human , Time Factors , alpha 1-Antitrypsin/metabolismABSTRACT
Bloom syndrome, an autosomal recessive disorder of the BLM gene, confers predisposition to a broad spectrum of early-onset cancers in multiple tissue types. Loss of genomic integrity is a primary hallmark of such human malignancies, but many studies using disease-affected specimens are limited in that they are retrospective and devoid of an appropriate experimental control. To overcome this, we devised an experimental system to recapitulate the early molecular events in genetically engineered mouse embryonic stem cells, in which cells undergoing loss of heterozygosity (LOH) can be enriched after inducible down-regulation of Blm expression, with or without site-directed DNA double-strand break (DSB) induction. Transient loss of BLM increased the rate of LOH, whose breakpoints were distributed along the chromosome. Combined with site-directed DSB induction, loss of BLM synergistically increased the rate of LOH and concentrated the breakpoints around the targeted chromosomal region. We characterized the LOH events using specifically tailored genomic tools, such as high-resolution array comparative genomic hybridization and high-density single nucleotide polymorphism genotyping, revealing that the combination of BLM suppression and DSB induction enhanced genomic rearrangements, including deletions and insertions, whose breakpoints were clustered in genomic inverted repeats and associated with junctional microhomologies. Our experimental approach successfully uncovered the detailed molecular mechanisms of as-yet-uncharacterized loss of heterozygosities and reveals the significant contribution of microhomology-mediated genomic rearrangements, which could be widely applicable to the early steps of cancer formation in general.
Subject(s)
Bloom Syndrome/genetics , Genomic Instability , Homologous Recombination , RecQ Helicases/genetics , Animals , Cell Line , Chromosome Aberrations , Chromosome Breakpoints , DNA Breaks, Double-Stranded , Down-Regulation , Embryonic Stem Cells/metabolism , Gene Conversion , Heterozygote , Mice , Polymorphism, Single Nucleotide , RecQ Helicases/metabolismABSTRACT
The CRISPR-Cas9 system consists of a site-specific, targetable DNA nuclease that holds great potential in gene editing and genome-wide screening applications. To apply the CRISPR-Cas9 system to these assays successfully, the rate at which Cas9 induces DNA breaks at undesired loci must be understood. We characterized the rate of Cas9 off-target activity in typical Cas9 experiments in two human and one mouse cell lines. We analyzed the Cas9 cutting activity of 12 gRNAs in both their targeted sites and â¼90 predicted off-target sites per gRNA. In a Cas9-based knockout experiment, gRNAs induced detectable Cas9 cutting activity in all on-target sites and in only a few off-target sites genome-wide in human 293FT, human-induced pluripotent stem (hiPS) cells, and mouse embryonic stem (ES) cells. Both the cutting rates and DNA repair patterns were highly correlated between the two human cell lines in both on-target and off-target sites. In clonal Cas9 cutting analysis in mouse ES cells, biallelic Cas9 cutting was observed with low off-target activity. Our results show that off-target activity of Cas9 is low and predictable by the degree of sequence identity between the gRNA and a potential off-target site. Off-target Cas9 activity can be minimized by selecting gRNAs with few off-target sites of near complementarity.
Subject(s)
Embryonic Stem Cells/physiology , Genetic Engineering , Induced Pluripotent Stem Cells/physiology , RNA, Guide, Kinetoplastida/genetics , Animals , Bacterial Proteins/genetics , Base Sequence , CRISPR-Associated Protein 9 , Clustered Regularly Interspaced Short Palindromic Repeats , DNA Cleavage , DNA Repair , Endonucleases/genetics , Gene Targeting , HEK293 Cells , Humans , Male , MiceABSTRACT
BACKGROUND: Genome-wide saturation mutagenesis and subsequent phenotype-driven screening has been central to a comprehensive understanding of complex biological processes in classical model organisms such as flies, nematodes, and plants. The degree of "saturation" (i.e., the fraction of possible target genes identified) has been shown to be a critical parameter in determining all relevant genes involved in a biological function, without prior knowledge of their products. In mammalian model systems, however, the relatively large scale and labor intensity of experiments have hampered the achievement of actual saturation mutagenesis, especially for recessive traits that require biallelic mutations to manifest detectable phenotypes. RESULTS: By exploiting the recently established haploid mouse embryonic stem cells (ESCs), we present an implementation of almost complete saturation mutagenesis in a mammalian system. The haploid ESCs were mutagenized with the chemical mutagen N-ethyl-N-nitrosourea (ENU) and processed for the screening of mutants defective in various steps of the glycosylphosphatidylinositol-anchor biosynthetic pathway. The resulting 114 independent mutant clones were characterized by a functional complementation assay, and were shown to be defective in any of 20 genes among all 22 known genes essential for this well-characterized pathway. Ten mutants were further validated by whole-exome sequencing. The predominant generation of single-nucleotide substitutions by ENU resulted in a gene mutation rate proportional to the length of the coding sequence, which facilitated the experimental design of saturation mutagenesis screening with the aid of computational simulation. CONCLUSIONS: Our study enables mammalian saturation mutagenesis to become a realistic proposition. Computational simulation, combined with a pilot mutagenesis experiment, could serve as a tool for the estimation of the number of genes essential for biological processes such as drug target pathways when a positive selection of mutants is available.
Subject(s)
Embryonic Stem Cells/drug effects , Haploidy , Mutagenesis/drug effects , Mutation/drug effects , Animals , Computer Simulation , Embryonic Stem Cells/metabolism , Ethylnitrosourea/pharmacology , Genome , Metabolic Networks and Pathways/drug effects , Metabolic Networks and Pathways/genetics , Mice , Mutagenesis/genetics , Mutation/genetics , PhenotypeABSTRACT
Genome-wide mutagenesis in mouse embryonic stem cells (ESCs) is a powerful tool, but the diploid nature of the mammalian genome hampers its application for recessive genetic screening. We have previously reported a method to induce homozygous mutant ESCs from heterozygous mutants by tetracycline-dependent transient disruption of the Bloom's syndrome gene. However, we could not purify homozygous mutants from a large population of heterozygous mutant cells, limiting the applications. Here we developed a strategy for rapid enrichment of homozygous mutant mouse ESCs and demonstrated its feasibility for cell-based phenotypic analysis. The method uses G418-plus-puromycin double selection to enrich for homozygotes and single-nucleotide polymorphism analysis for identification of homozygosity. We combined this simple approach with gene-trap mutagenesis to construct a homozygous mutant ESC bank with 138 mutant lines and demonstrate its use in phenotype-driven genetic screening.
Subject(s)
Biological Specimen Banks , Embryonic Stem Cells/metabolism , Homozygote , Mutation/genetics , Tissue Banks , Animals , Embryonic Stem Cells/cytology , Genomics , Gentamicins/pharmacology , Mice , Phenotype , Polymorphism, Single Nucleotide/genetics , Protein Tyrosine Phosphatase, Non-Receptor Type 11/genetics , Proteins/genetics , Puromycin/pharmacology , RNA-Binding ProteinsABSTRACT
Stem cell differentiation and lineage specification depend on coordinated programs of gene expression, but our knowledge of the chromatin-modifying factors regulating these events remains incomplete. Ubiquitination of histone H2A (H2A-K119u) is a common chromatin modification associated with gene silencing, and controlled by the ubiquitin-ligase polycomb repressor complex 1 (PRC1) and H2A-deubiquitinating enzymes (H2A-DUBs). The roles of H2A-DUBs in mammalian development, stem cells, and hematopoiesis have not been addressed. Here we characterized an H2A-DUB targeted mouse line Mysm1(tm1a/tm1a) and demonstrated defects in BM hematopoiesis, resulting in lymphopenia, anemia, and thrombocytosis. Development of lymphocytes was impaired from the earliest stages of their differentiation, and there was also a depletion of erythroid cells and a defect in erythroid progenitor function. These phenotypes resulted from a cell-intrinsic requirement for Mysm1 in the BM. Importantly, Mysm1(tm1a/tm1a) HSCs were functionally impaired, and this was associated with elevated levels of reactive oxygen species, γH2AX DNA damage marker, and p53 protein in the hematopoietic progenitors. Overall, these data establish a role for Mysm1 in the maintenance of BM stem cell function, in the control of oxidative stress and genetic stability in hematopoietic progenitors, and in the development of lymphoid and erythroid lineages.
Subject(s)
Cell Differentiation/genetics , Endopeptidases/genetics , Hematopoiesis/genetics , Lymphocytes/metabolism , Animals , Blood Cell Count , Blotting, Western , Endopeptidases/metabolism , Female , Flow Cytometry , Gene Expression Profiling , Genotype , Hematopoietic Stem Cells/cytology , Hematopoietic Stem Cells/metabolism , Histones/metabolism , Lymphocytes/cytology , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Oligonucleotide Array Sequence Analysis , Phenotype , Reactive Oxygen Species/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Trans-Activators , Tumor Suppressor Protein p53/metabolism , Ubiquitin-Specific ProteasesABSTRACT
DNA transposons have been widely used for transgenesis and insertional mutagenesis in various organisms. Among the transposons active in mammalian cells, the moth-derived transposon piggyBac is most promising with its highly efficient transposition, large cargo capacity, and precise repair of the donor site. Here we report the generation of a hyperactive piggyBac transposase. The active transposition of piggyBac in multiple organisms allowed us to screen a transposase mutant library in yeast for hyperactive mutants and then to test candidates in mouse ES cells. We isolated 18 hyperactive mutants in yeast, among which five were also hyperactive in mammalian cells. By combining all mutations, a total of 7 aa substitutions, into a single reading frame, we generated a unique hyperactive piggyBac transposase with 17-fold and ninefold increases in excision and integration, respectively. We showed its applicability by demonstrating an increased efficiency of generation of transgene-free mouse induced pluripotent stem cells. We also analyzed whether this hyperactive piggyBac transposase affects the genomic integrity of the host cells. The frequency of footprints left by the hyperactive piggyBac transposase was as low as WT transposase (~1%) and we found no evidence that the expression of the transposase affects genomic integrity. This hyperactive piggyBac transposase expands the utility of the piggyBac transposon for applications in mammalian genetics and gene therapy.