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1.
Cell Rep ; 42(11): 113339, 2023 11 28.
Artigo em Inglês | MEDLINE | ID: mdl-37917583

RESUMO

Glioblastoma (GBM) is the most common lethal primary brain cancer in adults. Despite treatment regimens including surgical resection, radiotherapy, and temozolomide (TMZ) chemotherapy, growth of residual tumor leads to therapy resistance and death. At recurrence, a quarter to a third of all gliomas have hypermutated genomes, with mutational burdens orders of magnitude greater than in normal tissue. Here, we quantified the mutational landscape progression in a patient's primary and recurrent GBM, and we uncovered Cas9-targetable repeat elements. We show that CRISPR-mediated targeting of highly repetitive loci enables rapid elimination of GBM cells, an approach we term "genome shredding." Importantly, in the patient's recurrent GBM, we identified unique repeat sequences with TMZ mutational signature and demonstrated that their CRISPR targeting enables cancer-specific cell ablation. "Cancer shredding" leverages the non-coding genome and therapy-induced mutational signatures for targeted GBM cell depletion and provides an innovative paradigm to develop treatments for hypermutated glioma.


Assuntos
Neoplasias Encefálicas , Glioblastoma , Glioma , Humanos , Temozolomida/farmacologia , Temozolomida/uso terapêutico , Neoplasias Encefálicas/patologia , Linhagem Celular Tumoral , Resistencia a Medicamentos Antineoplásicos , Recidiva Local de Neoplasia/tratamento farmacológico , Glioblastoma/patologia , Glioma/genética , Glioma/tratamento farmacológico , Antineoplásicos Alquilantes/farmacologia
2.
Cell Rep Methods ; 2(7): 100239, 2022 07 18.
Artigo em Inglês | MEDLINE | ID: mdl-35880017

RESUMO

We present Multi-miR, a microRNA-embedded shRNA system modeled after endogenous microRNA clusters that enables simultaneous expression of up to three or four short hairpin RNAs (shRNAs) from a single promoter without loss of activity, enabling robust combinatorial RNA interference (RNAi). We further developed complementary all-in-one vectors that are over one log-scale more sensitive to doxycycline-mediated activation in vitro than previous methods and resistant to shRNA inactivation in vivo. We demonstrate the utility of this system for intracranial expression of shRNAs in a glioblastoma model. Additionally, we leverage this platform to target the redundant RAF signaling node in a mouse model of KRAS-mutant cancer and show that robust combinatorial synthetic lethality efficiently abolishes tumor growth.


Assuntos
MicroRNAs , Camundongos , Animais , MicroRNAs/genética , Interferência de RNA , Vetores Genéticos , RNA Interferente Pequeno/genética , Regiões Promotoras Genéticas
3.
Nat Commun ; 12(1): 5664, 2021 09 27.
Artigo em Inglês | MEDLINE | ID: mdl-34580310

RESUMO

Proteins evolve through the modular rearrangement of elements known as domains. Extant, multidomain proteins are hypothesized to be the result of domain accretion, but there has been limited experimental validation of this idea. Here, we introduce a technique for genetic minimization by iterative size-exclusion and recombination (MISER) for comprehensively making all possible deletions of a protein. Using MISER, we generate a deletion landscape for the CRISPR protein Cas9. We find that the catalytically-dead Streptococcus pyogenes Cas9 can tolerate large single deletions in the REC2, REC3, HNH, and RuvC domains, while still functioning in vitro and in vivo, and that these deletions can be stacked together to engineer minimal, DNA-binding effector proteins. In total, our results demonstrate that extant proteins retain significant modularity from the accretion process and, as genetic size is a major limitation for viral delivery systems, establish a general technique to improve genome editing and gene therapy-based therapeutics.


Assuntos
Proteína 9 Associada à CRISPR/genética , Sistemas CRISPR-Cas/genética , Domínios e Motivos de Interação entre Proteínas/genética , RNA Guia de Cinetoplastídeos/metabolismo , Proteína 9 Associada à CRISPR/metabolismo , Proteína 9 Associada à CRISPR/ultraestrutura , Linhagem Celular Tumoral , Microscopia Crioeletrônica , DNA/metabolismo , Edição de Genes/métodos , Humanos , Imagem Individual de Molécula
4.
Dev Cell ; 56(11): 1661-1676.e10, 2021 06 07.
Artigo em Inglês | MEDLINE | ID: mdl-33984270

RESUMO

PI5P4Ks are a class of phosphoinositide kinases that phosphorylate PI-5-P to PI-4,5-P2. Distinct localization of phosphoinositides is fundamental for a multitude of cellular functions. Here, we identify a role for peroxisomal PI-4,5-P2 generated by the PI5P4Ks in maintaining energy balance. We demonstrate that PI-4,5-P2 regulates peroxisomal fatty acid oxidation by mediating trafficking of lipid droplets to peroxisomes, which is essential for sustaining mitochondrial metabolism. Using fluorescent-tagged lipids and metabolite tracing, we show that loss of the PI5P4Ks significantly impairs lipid uptake and ß-oxidation in the mitochondria. Further, loss of PI5P4Ks results in dramatic alterations in mitochondrial structural and functional integrity, which under nutrient deprivation is further exacerbated, causing cell death. Notably, inhibition of the PI5P4Ks in cancer cells and mouse tumor models leads to decreased cell viability and tumor growth, respectively. Together, these studies reveal an unexplored role for PI5P4Ks in preserving metabolic homeostasis, which is necessary for tumorigenesis.


Assuntos
Carcinogênese/genética , Mitocôndrias/genética , Neoplasias/metabolismo , Peroxissomos/metabolismo , Fosfotransferases (Aceptor do Grupo Álcool)/genética , Animais , Linhagem Celular Tumoral , Metabolismo Energético/genética , Feminino , Homeostase/genética , Humanos , Gotículas Lipídicas/metabolismo , Metabolismo dos Lipídeos/genética , Masculino , Camundongos , Mitocôndrias/metabolismo , Mitocôndrias/ultraestrutura , Neoplasias/genética , Neoplasias/patologia , Peroxissomos/genética
5.
Proc Natl Acad Sci U S A ; 118(13)2021 03 30.
Artigo em Inglês | MEDLINE | ID: mdl-33758097

RESUMO

Most glioblastomas (GBMs) achieve cellular immortality by acquiring a mutation in the telomerase reverse transcriptase (TERT) promoter. TERT promoter mutations create a binding site for a GA binding protein (GABP) transcription factor complex, whose assembly at the promoter is associated with TERT reactivation and telomere maintenance. Here, we demonstrate increased binding of a specific GABPB1L-isoform-containing complex to the mutant TERT promoter. Furthermore, we find that TERT promoter mutant GBM cells, unlike wild-type cells, exhibit a critical near-term dependence on GABPB1L for proliferation, notably also posttumor establishment in vivo. Up-regulation of the protein paralogue GABPB2, which is normally expressed at very low levels, can rescue this dependence. More importantly, when combined with frontline temozolomide (TMZ) chemotherapy, inducible GABPB1L knockdown and the associated TERT reduction led to an impaired DNA damage response that resulted in profoundly reduced growth of intracranial GBM tumors. Together, these findings provide insights into the mechanism of cancer-specific TERT regulation, uncover rapid effects of GABPB1L-mediated TERT suppression in GBM maintenance, and establish GABPB1L inhibition in combination with chemotherapy as a therapeutic strategy for TERT promoter mutant GBM.


Assuntos
Neoplasias Encefálicas/genética , Fator de Transcrição de Proteínas de Ligação GA/metabolismo , Regulação Neoplásica da Expressão Gênica , Glioblastoma/genética , Telomerase/genética , Animais , Antineoplásicos Alquilantes/farmacologia , Antineoplásicos Alquilantes/uso terapêutico , Astrócitos , Neoplasias Encefálicas/tratamento farmacológico , Neoplasias Encefálicas/patologia , Linhagem Celular Tumoral , Proliferação de Células/genética , Dano ao DNA/efeitos dos fármacos , Resistencia a Medicamentos Antineoplásicos/genética , Feminino , Fator de Transcrição de Proteínas de Ligação GA/genética , Técnicas de Silenciamento de Genes , Técnicas de Inativação de Genes , Glioblastoma/tratamento farmacológico , Glioblastoma/patologia , Células HEK293 , Humanos , Camundongos , Mutação , Regiões Promotoras Genéticas/genética , Isoformas de Proteínas/metabolismo , Temozolomida/farmacologia , Ensaios Antitumorais Modelo de Xenoenxerto
6.
ACS Cent Sci ; 6(9): 1564-1571, 2020 Sep 23.
Artigo em Inglês | MEDLINE | ID: mdl-32999931

RESUMO

The synthesis of protein-protein and protein-peptide conjugates is an important capability for producing vaccines, immunotherapeutics, and targeted delivery agents. Herein we show that the enzyme tyrosinase is capable of oxidizing exposed tyrosine residues into o-quinones that react rapidly with cysteine residues on target proteins. This coupling reaction occurs under mild aerobic conditions and has the rare ability to join full-size proteins in under 2 h. The utility of the approach is demonstrated for the attachment of cationic peptides to enhance the cellular delivery of CRISPR-Cas9 20-fold and for the coupling of reporter proteins to a cancer-targeting antibody fragment without loss of its cell-specific binding ability. The broad applicability of this technique provides a new building block approach for the synthesis of protein chimeras.

7.
Proc Natl Acad Sci U S A ; 117(12): 6531-6539, 2020 03 24.
Artigo em Inglês | MEDLINE | ID: mdl-32156733

RESUMO

Anti-CRISPRs (Acrs) are small proteins that inhibit the RNA-guided DNA targeting activity of CRISPR-Cas enzymes. Encoded by bacteriophage and phage-derived bacterial genes, Acrs prevent CRISPR-mediated inhibition of phage infection and can also block CRISPR-Cas-mediated genome editing in eukaryotic cells. To identify Acrs capable of inhibiting Staphylococcus aureus Cas9 (SauCas9), an alternative to the most commonly used genome editing protein Streptococcus pyogenes Cas9 (SpyCas9), we used both self-targeting CRISPR screening and guilt-by-association genomic search strategies. Here we describe three potent inhibitors of SauCas9 that we name AcrIIA13, AcrIIA14, and AcrIIA15. These inhibitors share a conserved N-terminal sequence that is dispensable for DNA cleavage inhibition and have divergent C termini that are required in each case for inhibition of SauCas9-catalyzed DNA cleavage. In human cells, we observe robust inhibition of SauCas9-induced genome editing by AcrIIA13 and moderate inhibition by AcrIIA14 and AcrIIA15. We also find that the conserved N-terminal domain of AcrIIA13-AcrIIA15 binds to an inverted repeat sequence in the promoter of these Acr genes, consistent with its predicted helix-turn-helix DNA binding structure. These data demonstrate an effective strategy for Acr discovery and establish AcrIIA13-AcrIIA15 as unique bifunctional inhibitors of SauCas9.


Assuntos
Proteínas de Bactérias/metabolismo , Proteína 9 Associada à CRISPR/antagonistas & inibidores , Sistemas CRISPR-Cas , Inibidores Enzimáticos/metabolismo , Staphylococcus/genética , Sequência de Aminoácidos , Proteínas de Bactérias/genética , Proteína 9 Associada à CRISPR/genética , Proteína 9 Associada à CRISPR/metabolismo , Sistemas CRISPR-Cas/genética , Sequência Conservada , DNA/metabolismo , Edição de Genes , Genoma Bacteriano/genética , Células HEK293 , Humanos , Sequências Repetidas Invertidas , Staphylococcus/química , Staphylococcus aureus/enzimologia
8.
Elife ; 82019 08 09.
Artigo em Inglês | MEDLINE | ID: mdl-31397669

RESUMO

CRISPR-Cas systems provide bacteria and archaea with programmable immunity against mobile genetic elements. Evolutionary pressure by CRISPR-Cas has driven bacteriophage to evolve small protein inhibitors, anti-CRISPRs (Acrs), that block Cas enzyme function by wide-ranging mechanisms. We show here that the inhibitor AcrVA4 uses a previously undescribed strategy to recognize the L. bacterium Cas12a (LbCas12a) pre-crRNA processing nuclease, forming a Cas12a dimer, and allosterically inhibiting DNA binding. The Ac. species Cas12a (AsCas12a) enzyme, widely used for genome editing applications, contains an ancestral helical bundle that blocks AcrVA4 binding and allows it to escape anti-CRISPR recognition. Using biochemical, microbiological, and human cell editing experiments, we show that Cas12a orthologs can be rendered either sensitive or resistant to AcrVA4 through rational structural engineering informed by evolution. Together, these findings explain a new mode of CRISPR-Cas inhibition and illustrate how structural variability in Cas effectors can drive opportunistic co-evolution of inhibitors by bacteriophage.


Assuntos
Acidaminococcus/enzimologia , Bacteriófagos/crescimento & desenvolvimento , Sistemas CRISPR-Cas/efeitos dos fármacos , Clostridiales/enzimologia , Inibidores Enzimáticos/metabolismo , Interações Hospedeiro-Parasita , Proteínas Virais/metabolismo , Acidaminococcus/virologia , Clostridiales/virologia , Evolução Molecular
9.
Nat Biotechnol ; 37(7): 820, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31182863

RESUMO

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

10.
Nat Biotechnol ; 37(6): 626-631, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-31110355

RESUMO

Base editing requires that the target sequence satisfy the protospacer adjacent motif requirement of the Cas9 domain and that the target nucleotide be located within the editing window of the base editor. To increase the targeting scope of base editors, we engineered six optimized adenine base editors (ABEmax variants) that use SpCas9 variants compatible with non-NGG protospacer adjacent motifs. To increase the range of target bases that can be modified within the protospacer, we use circularly permuted Cas9 variants to produce four cytosine and four adenine base editors with an editing window expanded from ~4-5 nucleotides to up to ~8-9 nucleotides and reduced byproduct formation. This set of base editors improves the targeting scope of cytosine and adenine base editing.


Assuntos
Proteína 9 Associada à CRISPR/genética , Sistemas CRISPR-Cas/genética , Edição de Genes/métodos , Adenina/química , Citosina/química , Humanos , Nucleotídeos/química , Nucleotídeos/genética , Plasmídeos/química , Plasmídeos/genética
11.
Nat Commun ; 10(1): 2127, 2019 05 09.
Artigo em Inglês | MEDLINE | ID: mdl-31073154

RESUMO

The CRISPR-Cas9 system provides the ability to edit, repress, activate, or mark any gene (or DNA element) by pairing of a programmable single guide RNA (sgRNA) with a complementary sequence on the DNA target. Here we present a new method for small-molecule control of CRISPR-Cas9 function through insertion of RNA aptamers into the sgRNA. We show that CRISPR-Cas9-based gene repression (CRISPRi) can be either activated or deactivated in a dose-dependent fashion over a >10-fold dynamic range in response to two different small-molecule ligands. Since our system acts directly on each target-specific sgRNA, it enables new applications that require differential and opposing temporal control of multiple genes.


Assuntos
Aptâmeros de Nucleotídeos/genética , Proteína 9 Associada à CRISPR/genética , Sistemas CRISPR-Cas/genética , Edição de Genes/métodos , RNA Guia de Cinetoplastídeos/genética , DNA/genética , Ligantes
12.
Proc Natl Acad Sci U S A ; 116(10): 4508-4517, 2019 03 05.
Artigo em Inglês | MEDLINE | ID: mdl-30709910

RESUMO

Oncogenic mutations in the small GTPase KRAS are frequently found in human cancers, and, currently, there are no effective targeted therapies for these tumors. Using a combinatorial siRNA approach, we analyzed a panel of KRAS mutant colorectal and pancreatic cancer cell lines for their dependency on 28 gene nodes that represent canonical RAS effector pathways and selected stress response pathways. We found that RAF node knockdown best differentiated KRAS mutant and KRAS WT cancer cells, suggesting RAF kinases are key oncoeffectors for KRAS addiction. By analyzing all 376 pairwise combination of these gene nodes, we found that cotargeting the RAF, RAC, and autophagy pathways can improve the capture of KRAS dependency better than targeting RAF alone. In particular, codepletion of the oncoeffector kinases BRAF and CRAF, together with the autophagy E1 ligase ATG7, gives the best therapeutic window between KRAS mutant cells and normal, untransformed cells. Distinct patterns of RAS effector dependency were observed across KRAS mutant cell lines, indicative of heterogeneous utilization of effector and stress response pathways in supporting KRAS addiction. Our findings revealed previously unappreciated complexity in the signaling network downstream of the KRAS oncogene and suggest rational target combinations for more effective therapeutic intervention.


Assuntos
Morte Celular Autofágica , Neoplasias Colorretais/metabolismo , MAP Quinases Reguladas por Sinal Extracelular/metabolismo , Sistema de Sinalização das MAP Quinases , Neoplasias Pancreáticas/metabolismo , Proteínas Proto-Oncogênicas p21(ras)/metabolismo , Células CACO-2 , Sobrevivência Celular/genética , Neoplasias Colorretais/genética , MAP Quinases Reguladas por Sinal Extracelular/genética , Células HCT116 , Humanos , Neoplasias Pancreáticas/genética , Proteínas Proto-Oncogênicas p21(ras)/genética
13.
Cell ; 176(1-2): 254-267.e16, 2019 01 10.
Artigo em Inglês | MEDLINE | ID: mdl-30633905

RESUMO

The ability to engineer natural proteins is pivotal to a future, pragmatic biology. CRISPR proteins have revolutionized genome modification, yet the CRISPR-Cas9 scaffold is not ideal for fusions or activation by cellular triggers. Here, we show that a topological rearrangement of Cas9 using circular permutation provides an advanced platform for RNA-guided genome modification and protection. Through systematic interrogation, we find that protein termini can be positioned adjacent to bound DNA, offering a straightforward mechanism for strategically fusing functional domains. Additionally, circular permutation enabled protease-sensing Cas9s (ProCas9s), a unique class of single-molecule effectors possessing programmable inputs and outputs. ProCas9s can sense a wide range of proteases, and we demonstrate that ProCas9 can orchestrate a cellular response to pathogen-associated protease activity. Together, these results provide a toolkit of safer and more efficient genome-modifying enzymes and molecular recorders for the advancement of precision genome engineering in research, agriculture, and biomedicine.


Assuntos
Sistemas CRISPR-Cas/fisiologia , Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas/fisiologia , Edição de Genes/métodos , Proteínas Associadas a CRISPR/química , DNA/química , Genoma , Modelos Moleculares , RNA/química , RNA Guia de Cinetoplastídeos/genética
14.
Cancer Cell ; 34(3): 513-528.e8, 2018 09 10.
Artigo em Inglês | MEDLINE | ID: mdl-30205050

RESUMO

TERT promoter mutations reactivate telomerase, allowing for indefinite telomere maintenance and enabling cellular immortalization. These mutations specifically recruit the multimeric ETS factor GABP, which can form two functionally independent transcription factor species: a dimer or a tetramer. We show that genetic disruption of GABPß1L (ß1L), a tetramer-forming isoform of GABP that is dispensable for normal development, results in TERT silencing in a TERT promoter mutation-dependent manner. Reducing TERT expression by disrupting ß1L culminates in telomere loss and cell death exclusively in TERT promoter mutant cells. Orthotopic xenografting of ß1L-reduced, TERT promoter mutant glioblastoma cells rendered lower tumor burden and longer overall survival in mice. These results highlight the critical role of GABPß1L in enabling immortality in TERT promoter mutant glioblastoma.


Assuntos
Neoplasias Encefálicas/genética , Fator de Transcrição de Proteínas de Ligação GA/metabolismo , Glioblastoma/patologia , Regiões Promotoras Genéticas/genética , Telomerase/genética , Animais , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/patologia , Feminino , Fator de Transcrição de Proteínas de Ligação GA/genética , Técnicas de Silenciamento de Genes , Glioblastoma/genética , Glioblastoma/mortalidade , Humanos , Masculino , Camundongos , Camundongos Nus , Mutação , Cultura Primária de Células , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , Multimerização Proteica/genética , RNA Interferente Pequeno/metabolismo , Análise de Sobrevida , Telomerase/metabolismo , Telômero/metabolismo , Células Tumorais Cultivadas , Ensaios Antitumorais Modelo de Xenoenxerto
15.
Science ; 362(6411): 236-239, 2018 10 12.
Artigo em Inglês | MEDLINE | ID: mdl-30190307

RESUMO

Cas12a (Cpf1) is a CRISPR-associated nuclease with broad utility for synthetic genome engineering, agricultural genomics, and biomedical applications. Although bacteria harboring CRISPR-Cas9 or CRISPR-Cas3 adaptive immune systems sometimes acquire mobile genetic elements encoding anti-CRISPR proteins that inhibit Cas9, Cas3, or the DNA-binding Cascade complex, no such inhibitors have been found for CRISPR-Cas12a. Here we use a comprehensive bioinformatic and experimental screening approach to identify three different inhibitors that block or diminish CRISPR-Cas12a-mediated genome editing in human cells. We also find a widespread connection between CRISPR self-targeting and inhibitor prevalence in prokaryotic genomes, suggesting a straightforward path to the discovery of many more anti-CRISPRs from the microbial world.


Assuntos
Proteínas de Bactérias/antagonistas & inibidores , Sistemas CRISPR-Cas , Endonucleases/antagonistas & inibidores , Edição de Genes , Moraxella/genética , Proteínas de Bactérias/química , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Linhagem Celular , Biologia Computacional/métodos , Clivagem do DNA , Genoma Bacteriano , Humanos
16.
Nat Commun ; 9(1): 3313, 2018 08 17.
Artigo em Inglês | MEDLINE | ID: mdl-30120228

RESUMO

Engineering of the Cpf1 crRNA has the potential to enhance its gene editing efficiency and non-viral delivery to cells. Here, we demonstrate that extending the length of its crRNA at the 5' end can enhance the gene editing efficiency of Cpf1 both in cells and in vivo. Extending the 5' end of the crRNA enhances the gene editing efficiency of the Cpf1 RNP to induce non-homologous end-joining and homology-directed repair using electroporation in cells. Additionally, chemical modifications on the extended 5' end of the crRNA result in enhanced serum stability. Also, extending the 5' end of the crRNA by 59 nucleotides increases the delivery efficiency of Cpf1 RNP in cells and in vivo cationic delivery vehicles including polymer nanoparticle. Thus, 5' extension and chemical modification of the Cpf1 crRNA is an effective method for enhancing the gene editing efficiency of Cpf1 and its delivery in vivo.


Assuntos
Proteínas de Bactérias/metabolismo , Sistemas CRISPR-Cas/genética , Edição de Genes , RNA Bacteriano/genética , Animais , Sequência de Bases , Cátions , Reparo do DNA por Junção de Extremidades/genética , Células HEK293 , Células Hep G2 , Humanos , Lipídeos/química , Camundongos , Nanopartículas/química , Polímeros/química , Ribonucleoproteínas/metabolismo
17.
Cell Rep ; 22(7): 1889-1902, 2018 02 13.
Artigo em Inglês | MEDLINE | ID: mdl-29444439

RESUMO

KRAS can bind numerous effector proteins, which activate different downstream signaling events. The best known are RAF, phosphatidylinositide (PI)-3' kinase, and RalGDS families, but many additional direct and indirect effectors have been reported. We have assessed how these effectors contribute to several major phenotypes in a quantitative way, using an arrayed combinatorial siRNA screen in which we knocked down 41 KRAS effectors nodes in 92 cell lines. We show that every cell line has a unique combination of effector dependencies, but in spite of this heterogeneity, we were able to identify two major subtypes of KRAS mutant cancers of the lung, pancreas, and large intestine, which reflect different KRAS effector engagement and opportunities for therapeutic intervention.


Assuntos
Oncogenes , Proteínas Proto-Oncogênicas p21(ras)/metabolismo , Quinases Proteína-Quinases Ativadas por AMP , Adenilato Quinase/metabolismo , Linhagem Celular Tumoral , Avaliação Pré-Clínica de Medicamentos , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Humanos , Redes e Vias Metabólicas/efeitos dos fármacos , Modelos Biológicos , Mutação/genética , Proteínas Serina-Treonina Quinases/metabolismo , Proteínas Proto-Oncogênicas p21(ras)/genética , Interferência de RNA , RNA Interferente Pequeno/metabolismo , Bibliotecas de Moléculas Pequenas/farmacologia
18.
Nat Biotechnol ; 35(4): 350-353, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-28263295

RESUMO

We present SplashRNA, a sequential classifier to predict potent microRNA-based short hairpin RNAs (shRNAs). Trained on published and novel data sets, SplashRNA outperforms previous algorithms and reliably predicts the most efficient shRNAs for a given gene. Combined with an optimized miR-E backbone, >90% of high-scoring SplashRNA predictions trigger >85% protein knockdown when expressed from a single genomic integration. SplashRNA can significantly improve the accuracy of loss-of-function genetics studies and facilitates the generation of compact shRNA libraries.


Assuntos
Algoritmos , Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas/genética , Inativação Gênica , Aprendizado de Máquina , RNA Interferente Pequeno/genética , Software , Sistemas CRISPR-Cas/genética , Mapeamento Cromossômico/métodos , Análise de Sequência de RNA/métodos
19.
Nat Rev Drug Discov ; 16(2): 89-100, 2017 02.
Artigo em Inglês | MEDLINE | ID: mdl-28008168

RESUMO

The recent development of CRISPR-Cas systems as easily accessible and programmable tools for genome editing and regulation is spurring a revolution in biology. Paired with the rapid expansion of reference and personalized genomic sequence information, technologies based on CRISPR-Cas are enabling nearly unlimited genetic manipulation, even in previously difficult contexts, including human cells. Although much attention has focused on the potential of CRISPR-Cas to cure Mendelian diseases, the technology also holds promise to transform the development of therapies to treat complex heritable and somatic disorders. In this Review, we discuss how CRISPR-Cas can affect the next generation of drugs by accelerating the identification and validation of high-value targets, uncovering high-confidence biomarkers and developing differentiated breakthrough therapies. We focus on the promises, pitfalls and hurdles of this revolutionary gene-editing technology, discuss key aspects of different CRISPR-Cas screening platforms and offer our perspectives on the best practices in genome engineering.


Assuntos
Proteínas Associadas a CRISPR/efeitos dos fármacos , Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas/efeitos dos fármacos , Descoberta de Drogas/tendências , Tratamento Farmacológico/tendências , Animais , Biomarcadores , Sistemas CRISPR-Cas , Engenharia Genética , Terapia Genética/tendências , Humanos
20.
Nat Biotechnol ; 34(6): 646-51, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-27136077

RESUMO

The clustered, regularly interspaced, short palindromic repeats (CRISPR)-associated protein Cas9 from Streptococcus pyogenes is an RNA-guided DNA endonuclease with widespread utility for genome modification. However, the structural constraints limiting the engineering of Cas9 have not been determined. Here we experimentally profile Cas9 using randomized insertional mutagenesis and delineate hotspots in the structure capable of tolerating insertions of a PDZ domain without disruption of the enzyme's binding and cleavage functions. Orthogonal domains or combinations of domains can be inserted into the identified sites with minimal functional consequence. To illustrate the utility of the identified sites, we construct an allosterically regulated Cas9 by insertion of the estrogen receptor-α ligand-binding domain. This protein showed robust, ligand-dependent activation in prokaryotic and eukaryotic cells, establishing a versatile one-component system for inducible and reversible Cas9 activation. Thus, domain insertion profiling facilitates the rapid generation of new Cas9 functionalities and provides useful data for future engineering of Cas9.


Assuntos
Proteínas de Bactérias/genética , Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas/genética , Endonucleases/genética , Genes de Troca/genética , Mutagênese Insercional/genética , Mutagênese Insercional/métodos , Engenharia de Proteínas/métodos , Regulação Alostérica/genética , Sítios de Ligação , Proteína 9 Associada à CRISPR , Mutagênese Sítio-Dirigida/métodos , Ligação Proteica , Domínios Proteicos
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