RESUMO
Amino acids are required for activation of the mammalian target of rapamycin (mTOR) kinase which regulates protein translation, cell growth, and autophagy. Cell surface transporters that allow amino acids to enter the cell and signal to mTOR are unknown. We show that cellular uptake of L-glutamine and its subsequent rapid efflux in the presence of essential amino acids (EAA) is the rate-limiting step that activates mTOR. L-glutamine uptake is regulated by SLC1A5 and loss of SLC1A5 function inhibits cell growth and activates autophagy. The molecular basis for L-glutamine sensitivity is due to SLC7A5/SLC3A2, a bidirectional transporter that regulates the simultaneous efflux of L-glutamine out of cells and transport of L-leucine/EAA into cells. Certain tumor cell lines with high basal cellular levels of L-glutamine bypass the need for L-glutamine uptake and are primed for mTOR activation. Thus, L-glutamine flux regulates mTOR, translation and autophagy to coordinate cell growth and proliferation.
Assuntos
Autofagia , Glutamina/metabolismo , Proteínas Quinases/metabolismo , Sistema ASC de Transporte de Aminoácidos/metabolismo , Animais , Linhagem Celular Tumoral , Drosophila melanogaster , Humanos , Leucina/metabolismo , Alvo Mecanístico do Complexo 1 de Rapamicina , Complexos Multiproteicos , Proteínas , Serina-Treonina Quinases TOR , Fatores de Transcrição/metabolismoRESUMO
In the 1950s, the drug thalidomide, administered as a sedative to pregnant women, led to the birth of thousands of children with multiple defects. Despite the teratogenicity of thalidomide and its derivatives lenalidomide and pomalidomide, these immunomodulatory drugs (IMiDs) recently emerged as effective treatments for multiple myeloma and 5q-deletion-associated dysplasia. IMiDs target the E3 ubiquitin ligase CUL4-RBX1-DDB1-CRBN (known as CRL4(CRBN)) and promote the ubiquitination of the IKAROS family transcription factors IKZF1 and IKZF3 by CRL4(CRBN). Here we present crystal structures of the DDB1-CRBN complex bound to thalidomide, lenalidomide and pomalidomide. The structure establishes that CRBN is a substrate receptor within CRL4(CRBN) and enantioselectively binds IMiDs. Using an unbiased screen, we identified the homeobox transcription factor MEIS2 as an endogenous substrate of CRL4(CRBN). Our studies suggest that IMiDs block endogenous substrates (MEIS2) from binding to CRL4(CRBN) while the ligase complex is recruiting IKZF1 or IKZF3 for degradation. This dual activity implies that small molecules can modulate an E3 ubiquitin ligase and thereby upregulate or downregulate the ubiquitination of proteins.
Assuntos
Peptídeo Hidrolases/química , Talidomida/química , Ubiquitina-Proteína Ligases/química , Proteínas Adaptadoras de Transdução de Sinal , Cristalografia por Raios X , Proteínas de Ligação a DNA/agonistas , Proteínas de Ligação a DNA/antagonistas & inibidores , Proteínas de Ligação a DNA/química , Proteínas de Ligação a DNA/metabolismo , Proteínas de Homeodomínio/metabolismo , Humanos , Lenalidomida , Modelos Moleculares , Complexos Multiproteicos/agonistas , Complexos Multiproteicos/antagonistas & inibidores , Complexos Multiproteicos/química , Complexos Multiproteicos/metabolismo , Peptídeo Hidrolases/metabolismo , Ligação Proteica , Relação Estrutura-Atividade , Especificidade por Substrato , Talidomida/análogos & derivados , Talidomida/metabolismo , Fatores de Transcrição/metabolismo , Ubiquitina-Proteína Ligases/antagonistas & inibidores , Ubiquitina-Proteína Ligases/metabolismoRESUMO
Spinal muscular atrophy (SMA), which results from the loss of expression of the survival of motor neuron-1 (SMN1) gene, represents the most common genetic cause of pediatric mortality. A duplicate copy (SMN2) is inefficiently spliced, producing a truncated and unstable protein. We describe herein a potent, orally active, small-molecule enhancer of SMN2 splicing that elevates full-length SMN protein and extends survival in a severe SMA mouse model. We demonstrate that the molecular mechanism of action is via stabilization of the transient double-strand RNA structure formed by the SMN2 pre-mRNA and U1 small nuclear ribonucleic protein (snRNP) complex. The binding affinity of U1 snRNP to the 5' splice site is increased in a sequence-selective manner, discrete from constitutive recognition. This new mechanism demonstrates the feasibility of small molecule-mediated, sequence-selective splice modulation and the potential for leveraging this strategy in other splicing diseases.
Assuntos
Processamento Alternativo , Atrofia Muscular Espinal/tratamento farmacológico , RNA de Cadeia Dupla/agonistas , Ribonucleoproteína Nuclear Pequena U1/agonistas , Bibliotecas de Moléculas Pequenas/farmacologia , Proteína 2 de Sobrevivência do Neurônio Motor/metabolismo , Animais , Sítios de Ligação , Modelos Animais de Doenças , Feminino , Expressão Gênica , Humanos , Camundongos , Camundongos Transgênicos , Modelos Moleculares , Atrofia Muscular Espinal/metabolismo , Atrofia Muscular Espinal/mortalidade , Atrofia Muscular Espinal/patologia , Ligação Proteica/efeitos dos fármacos , Estabilidade Proteica/efeitos dos fármacos , Proteólise , Precursores de RNA/agonistas , Precursores de RNA/química , Precursores de RNA/metabolismo , RNA de Cadeia Dupla/química , RNA de Cadeia Dupla/metabolismo , Ribonucleoproteína Nuclear Pequena U1/química , Ribonucleoproteína Nuclear Pequena U1/metabolismo , Bibliotecas de Moléculas Pequenas/síntese química , Bibliotecas de Moléculas Pequenas/metabolismo , Análise de Sobrevida , Proteína 2 de Sobrevivência do Neurônio Motor/química , Proteína 2 de Sobrevivência do Neurônio Motor/genéticaRESUMO
The stability of the Wnt pathway transcription factor beta-catenin is tightly regulated by the multi-subunit destruction complex. Deregulated Wnt pathway activity has been implicated in many cancers, making this pathway an attractive target for anticancer therapies. However, the development of targeted Wnt pathway inhibitors has been hampered by the limited number of pathway components that are amenable to small molecule inhibition. Here, we used a chemical genetic screen to identify a small molecule, XAV939, which selectively inhibits beta-catenin-mediated transcription. XAV939 stimulates beta-catenin degradation by stabilizing axin, the concentration-limiting component of the destruction complex. Using a quantitative chemical proteomic approach, we discovered that XAV939 stabilizes axin by inhibiting the poly-ADP-ribosylating enzymes tankyrase 1 and tankyrase 2. Both tankyrase isoforms interact with a highly conserved domain of axin and stimulate its degradation through the ubiquitin-proteasome pathway. Thus, our study provides new mechanistic insights into the regulation of axin protein homeostasis and presents new avenues for targeted Wnt pathway therapies.
Assuntos
Proteínas Repressoras/metabolismo , Transdução de Sinais/efeitos dos fármacos , Tanquirases/antagonistas & inibidores , Proteínas Wnt/antagonistas & inibidores , Proteína Axina , Divisão Celular/efeitos dos fármacos , Linhagem Celular , Linhagem Celular Tumoral , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/metabolismo , Compostos Heterocíclicos com 3 Anéis/farmacologia , Humanos , Complexo de Endopeptidases do Proteassoma/metabolismo , Ligação Proteica , Proteômica , Proteínas Repressoras/química , Tanquirases/metabolismo , Transcrição Gênica/efeitos dos fármacos , Ubiquitina/metabolismo , Ubiquitinação , Proteínas Wnt/metabolismo , beta Catenina/antagonistas & inibidores , beta Catenina/metabolismoRESUMO
A prominent feature of late-onset neurodegenerative diseases is accumulation of misfolded protein in vulnerable neurons. When levels of misfolded protein overwhelm degradative pathways, the result is cellular toxicity and neurodegeneration. Cellular mechanisms for degrading misfolded protein include the ubiquitin-proteasome system (UPS), the main non-lysosomal degradative pathway for ubiquitinated proteins, and autophagy, a lysosome-mediated degradative pathway. The UPS and autophagy have long been viewed as complementary degradation systems with no point of intersection. This view has been challenged by two observations suggesting an apparent interaction: impairment of the UPS induces autophagy in vitro, and conditional knockout of autophagy in the mouse brain leads to neurodegeneration with ubiquitin-positive pathology. It is not known whether autophagy is strictly a parallel degradation system, or whether it is a compensatory degradation system when the UPS is impaired; furthermore, if there is a compensatory interaction between these systems, the molecular link is not known. Here we show that autophagy acts as a compensatory degradation system when the UPS is impaired in Drosophila melanogaster, and that histone deacetylase 6 (HDAC6), a microtubule-associated deacetylase that interacts with polyubiquitinated proteins, is an essential mechanistic link in this compensatory interaction. We found that compensatory autophagy was induced in response to mutations affecting the proteasome and in response to UPS impairment in a fly model of the neurodegenerative disease spinobulbar muscular atrophy. Autophagy compensated for impaired UPS function in an HDAC6-dependent manner. Furthermore, expression of HDAC6 was sufficient to rescue degeneration associated with UPS dysfunction in vivo in an autophagy-dependent manner. This study suggests that impairment of autophagy (for example, associated with ageing or genetic variation) might predispose to neurodegeneration. Morover, these findings suggest that it may be possible to intervene in neurodegeneration by augmenting HDAC6 to enhance autophagy.
Assuntos
Autofagia/fisiologia , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/metabolismo , Histona Desacetilases/metabolismo , Doenças Neurodegenerativas/metabolismo , Complexo de Endopeptidases do Proteassoma/metabolismo , Ubiquitina/metabolismo , Animais , Autofagia/genética , Modelos Animais de Doenças , Drosophila melanogaster/genética , Desacetilase 6 de Histona , Humanos , Transtornos Musculares Atróficos/genética , Transtornos Musculares Atróficos/metabolismo , Doenças Neurodegenerativas/genética , Peptídeos/genética , Peptídeos/metabolismo , Complexo de Endopeptidases do Proteassoma/genética , Receptores Androgênicos/genética , Receptores Androgênicos/metabolismoRESUMO
Huntington's Disease (HD) is a progressive neurodegenerative disorder caused by CAG trinucleotide repeat expansions in exon 1 of the huntingtin (HTT) gene. The mutant HTT (mHTT) protein causes neuronal dysfunction, causing progressive motor, cognitive and behavioral abnormalities. Current treatments for HD only alleviate symptoms, but cerebral spinal fluid (CSF) or central nervous system (CNS) delivery of antisense oligonucleotides (ASOs) or virus vectors expressing RNA-induced silencing (RNAi) moieties designed to induce mHTT mRNA lowering have progressed to clinical trials. Here, we present an alternative disease modifying therapy the orally available, brain penetrant small molecule branaplam. By promoting inclusion of a pseudoexon in the primary transcript, branaplam lowers mHTT protein levels in HD patient cells, in an HD mouse model and in blood samples from Spinal Muscular Atrophy (SMA) Type I patients dosed orally for SMA (NCT02268552). Our work paves the way for evaluating branaplam's utility as an HD therapy, leveraging small molecule splicing modulators to reduce expression of dominant disease genes by driving pseudoexon inclusion.
Assuntos
Doença de Huntington , Animais , Encéfalo/metabolismo , Modelos Animais de Doenças , Humanos , Proteína Huntingtina/genética , Proteína Huntingtina/metabolismo , Doença de Huntington/tratamento farmacológico , Doença de Huntington/genética , Doença de Huntington/metabolismo , Camundongos , Oligonucleotídeos Antissenso/metabolismo , Expansão das Repetições de TrinucleotídeosRESUMO
Unbiased transcriptomic RNA-seq data has provided deep insights into biological processes. However, its impact in drug discovery has been narrow given high costs and low throughput. Proof-of-concept studies with Digital RNA with pertUrbation of Genes (DRUG)-seq demonstrated the potential to address this gap. We extended the DRUG-seq platform by subjecting it to rigorous testing and by adding an open-source analysis pipeline. The results demonstrate high reproducibility and ability to resolve the mechanism(s) of action for a diverse set of compounds. Furthermore, we demonstrate how this data can be incorporated into a drug discovery project aiming to develop therapeutics for schizophrenia using human stem cell-derived neurons. We identified both an on-target activation signature, induced by a set of chemically distinct positive allosteric modulators of the N-methyl-d-aspartate (NMDA) receptor, and independent off-target effects. Overall, the protocol and open-source analysis pipeline are a step toward industrializing RNA-seq for high-complexity transcriptomics studies performed at a saturating scale.
Assuntos
Descoberta de Drogas , Transcriptoma , Descoberta de Drogas/métodos , Humanos , RNA , Reprodutibilidade dos Testes , Análise de Sequência de RNA/métodosRESUMO
Post-translational modifications of histones are involved in transcript initiation and elongation. Methylation of lysine 36 of histone H3 (H3K36me) resides promoter distal at transcribed regions in Saccharomyces cerevisiae and is thought to prevent spurious initiation through recruitment of histone-deacetylase activity. Here, we report surprising complexity in distribution, regulation and readout of H3K36me in Drosophila involving two histone methyltransferases (HMTases). Dimethylation of H3K36 peaks adjacent to promoters and requires dMes-4, whereas trimethylation accumulates toward the 3' end of genes and relies on dHypb. Reduction of H3K36me3 is lethal in Drosophila larvae and leads to elevated levels of acetylation, specifically at lysine 16 of histone H4 (H4K16ac). In contrast, reduction of both di- and trimethylation decreases lysine 16 acetylation. Thus di- and trimethylation of H3K36 have opposite effects on H4K16 acetylation, which we propose enable dynamic changes in chromatin compaction during transcript elongation.
Assuntos
Drosophila melanogaster/metabolismo , Histonas/metabolismo , Lisina/metabolismo , Processamento de Proteína Pós-Traducional , Transcrição Gênica , Acetilação , Animais , Proteínas de Drosophila/genética , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/genética , Regulação da Expressão Gênica , Histona-Lisina N-Metiltransferase/genética , Histona-Lisina N-Metiltransferase/metabolismo , Humanos , Metilação , Proteínas Nucleares/genética , Proteínas Nucleares/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos , Regiões Promotoras Genéticas , Interferência de RNARESUMO
Cell-based transcriptional reporters are invaluable in high-throughput compound and CRISPR screens for identifying compounds or genes that can impact a pathway of interest. However, many transcriptional reporters have weak activities and transient responses. This can result in overlooking therapeutic targets and compounds that are difficult to detect, necessitating the resource-consuming process of running multiple screens at various timepoints. Here, we present RADAR, a digitizer circuit for amplifying reporter activity and retaining memory of pathway activation. Reporting on the AP-1 pathway, our circuit identifies compounds with known activity against PKC-related pathways and shows an enhanced dynamic range with improved sensitivity compared to a classical reporter in compound screens. In the first genome-wide pooled CRISPR screen for the AP-1 pathway, RADAR identifies canonical genes from the MAPK and PKC pathways, as well as non-canonical regulators. Thus, our scalable system highlights the benefit and versatility of using genetic circuits in large-scale cell-based screening.
Assuntos
Genômica/métodos , Ensaios de Triagem em Larga Escala/métodos , Sistemas CRISPR-Cas , Genes Reporter , Humanos , Regiões Promotoras Genéticas , Bibliotecas de Moléculas Pequenas/farmacologia , Fatores de Transcrição/química , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismoRESUMO
The recent development of successful CAR (chimeric antigen receptor) T cell therapies has been accompanied by a need to better control potentially fatal toxicities that can arise from adverse immune reactions. Here we present a ligand-controlled CAR system, based on the IKZF3 ZF2 ß-hairpin IMiD-inducible degron, which allows for the reversible control of expression levels of type I membrane proteins, including CARs. Testing this system in an established mouse xenotransplantation model for acute lymphoblastic leukemia, we validate the ability of the CAR19-degron to target and kill CD19-positive cells displaying complete control/clearance of the tumor. We also demonstrate that the activity of CAR19-degron can be regulated in vivo when dosing a US Food and Drug Administration-approved drug, lenalidomide.
Assuntos
Fator de Transcrição Ikaros/imunologia , Fatores Imunológicos/farmacologia , Receptores de Antígenos Quiméricos/imunologia , Linfócitos T/imunologia , Adolescente , Animais , Linhagem Celular , Proliferação de Células/efeitos dos fármacos , Feminino , Humanos , Fator de Transcrição Ikaros/química , Fatores Imunológicos/química , Masculino , Camundongos , Camundongos Congênicos , Camundongos Endogâmicos NOD , Camundongos SCID , Pessoa de Meia-Idade , Estrutura Molecular , Neoplasias Experimentais/tratamento farmacológico , Neoplasias Experimentais/imunologia , Neoplasias Experimentais/patologia , Receptores de Antígenos Quiméricos/genética , Adulto JovemRESUMO
Three limonoid natural products with selective anti-proliferative activity against BRAF(V600E) and NRAS(Q61K)-mutation-dependent melanoma cell lines were identified. Differential transcriptome analysis revealed dependency of compound activity on expression of the mitochondrial cytochrome P450 oxidase CYP27A1, a transcriptional target of melanogenesis-associated transcription factor (MITF). We determined that CYP27A1 activity is necessary for the generation of a reactive metabolite that proceeds to inhibit cellular proliferation. A genome-wide small interfering RNA screen in combination with chemical proteomics experiments revealed gene-drug functional epistasis, suggesting that these compounds target mitochondrial biogenesis and inhibit tumor bioenergetics through a covalent mechanism. Our work suggests a strategy for melanoma-specific targeting by exploiting the expression of MITF target gene CYP27A1 and inhibiting mitochondrial oxidative phosphorylation in BRAF mutant melanomas.
Assuntos
Colestanotriol 26-Mono-Oxigenase/metabolismo , Limoninas/farmacologia , Mitocôndrias/efeitos dos fármacos , Antineoplásicos/química , Antineoplásicos/metabolismo , Antineoplásicos/farmacologia , Antineoplásicos/uso terapêutico , Produtos Biológicos/química , Produtos Biológicos/metabolismo , Produtos Biológicos/farmacologia , Produtos Biológicos/uso terapêutico , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Colestanotriol 26-Mono-Oxigenase/antagonistas & inibidores , Colestanotriol 26-Mono-Oxigenase/genética , Humanos , Limoninas/química , Limoninas/metabolismo , Limoninas/uso terapêutico , Melanoma/tratamento farmacológico , Melanoma/patologia , Fator de Transcrição Associado à Microftalmia/genética , Fator de Transcrição Associado à Microftalmia/metabolismo , Mitocôndrias/metabolismo , Fosforilação Oxidativa/efeitos dos fármacos , Regiões Promotoras Genéticas , Ligação Proteica , Proteínas Proto-Oncogênicas B-raf/antagonistas & inibidores , Proteínas Proto-Oncogênicas B-raf/genética , Proteínas Proto-Oncogênicas B-raf/metabolismo , Interferência de RNA , RNA Interferente Pequeno/metabolismoRESUMO
Protein turnover is highly regulated by the posttranslational process of ubiquitination. Deregulation of the ubiquitin proteasome system (UPS) has been implicated in cancer and neurodegenerative diseases, and modulating this system has proven to be a viable approach for therapeutic intervention. The development of novel technologies that enable high-throughput studies of substrate protein ubiquitination is key for UPS drug discovery. Conventional approaches for studying ubiquitination either have high protein requirements or rely on exogenous or modified ubiquitin moieties, thus limiting their utility. In order to circumvent these issues, we developed a high-throughput live-cell assay that combines the NanoBiT luminescence-based technology with tandem ubiquitin binding entities (TUBEs) to resolve substrate ubiquitination. To demonstrate the effectiveness and utility of this assay, we studied compound-induced ubiquitination of the G to S Phase Transition 1 (GSPT1) protein. Using this assay, we characterized compounds with varying levels of GSPT1 ubiquitination activity. This method provides a live-cell-based approach for assaying substrate ubiquitination that can be adapted to study the kinetics of ubiquitin transfer onto a substrate protein of interest. In addition, our results show that this approach is portable for studying the ubiquitination of target proteins with diverse functions.
Assuntos
Descoberta de Drogas , Ensaios de Triagem em Larga Escala , Complexo de Endopeptidases do Proteassoma/genética , Ubiquitina/genética , Humanos , Luminescência , Ligação Proteica/genética , Transporte Proteico/genética , Ubiquitinação/genéticaRESUMO
Bone morphogenetic proteins (Bmps) promote ventral specification in both the mesoderm and the ectoderm of vertebrate embryos. Here we identify zebrafish DeltaNp63, encoding an isoform of the p53-related protein p63, as an ectoderm-specific direct transcriptional target of Bmp signaling. DeltaNp63 itself acts as a transcriptional repressor required for ventral specification in the ectoderm of gastrulating embryos. Loss of DeltaNp63 function leads to reduced nonneural ectoderm followed by defects in epidermal development during skin and fin bud formation. In contrast, forced DeltaNp63 expression blocks neural development and promotes nonneural development, even in the absence of Bmp signaling. Together, DeltaNp63 fulfills the criteria to be the neural repressor postulated by the "neural default model."
Assuntos
Proteínas Morfogenéticas Ósseas/fisiologia , Proteínas de Membrana , Fosfoproteínas/genética , Transativadores/genética , Proteínas de Peixe-Zebra , Peixe-Zebra/embriologia , Peixe-Zebra/genética , Animais , Sequência de Bases , Padronização Corporal/genética , Clonagem Molecular , DNA/genética , Ectoderma/citologia , Regulação da Expressão Gênica no Desenvolvimento , Hibridização In Situ , Modelos Neurológicos , Dados de Sequência Molecular , Sistema Nervoso/embriologia , Fosfoproteínas/fisiologia , Proteínas Repressoras/genética , Proteínas Repressoras/fisiologia , Transdução de Sinais , Transativadores/fisiologia , Peixe-Zebra/fisiologiaRESUMO
[This corrects the article DOI: 10.1021/acsomega.8b00202.].
RESUMO
Methuosis is a form of nonapoptotic cell death characterized by the accumulation of macropinosome-derived vacuoles. Herein, we identify PIKFYVE, a class III phosphoinositide (PI) kinase, as the protein target responsible for the methuosis-inducing activity of indolyl-pyridinyl-propenones (3-(5-methoxy-2-methyl-1H-indol-3-yl)-1-(4-pyridinyl)-2-propen-1-one). We further characterize the effects of chemical substitutions at the 2- and 5-indolyl positions on cytoplasmic vacuolization and PIKFYVE binding and inhibitory activity. Our study provides a better understanding of the mechanism of methuosis-inducing indolyl-pyridinyl-propenones.
RESUMO
Animal cells within a tissue typically display a striking regularity in their size. To date, the molecular mechanisms that control this uniformity are still unknown. We have previously shown that size uniformity in animal cells is promoted, in part, by size-dependent regulation of G1 length. To identify the molecular mechanisms underlying this process, we performed a large-scale small molecule screen and found that the p38 MAPK pathway is involved in coordinating cell size and cell cycle progression. Small cells display higher p38 activity and spend more time in G1 than larger cells. Inhibition of p38 MAPK leads to loss of the compensatory G1 length extension in small cells, resulting in faster proliferation, smaller cell size and increased size heterogeneity. We propose a model wherein the p38 pathway responds to changes in cell size and regulates G1 exit accordingly, to increase cell size uniformity.
Assuntos
Tamanho Celular , Células Epiteliais/fisiologia , Fase G1 , Transdução de Sinais , Proteínas Quinases p38 Ativadas por Mitógeno/metabolismo , Linhagem Celular , Humanos , Controle Social FormalRESUMO
Here we report Digital RNA with pertUrbation of Genes (DRUG-seq), a high-throughput platform for drug discovery. Pharmaceutical discovery relies on high-throughput screening, yet current platforms have limited readouts. RNA-seq is a powerful tool to investigate drug effects using transcriptome changes as a proxy, yet standard library construction is costly. DRUG-seq captures transcriptional changes detected in standard RNA-seq at 1/100th the cost. In proof-of-concept experiments profiling 433 compounds across 8 doses, transcription profiles generated from DRUG-seq successfully grouped compounds into functional clusters by mechanism of actions (MoAs) based on their intended targets. Perturbation differences reflected in transcriptome changes were detected for compounds engaging the same target, demonstrating the value of using DRUG-seq for understanding on and off-target activities. We demonstrate DRUG-seq captures common mechanisms, as well as differences between compound treatment and CRISPR on the same target. DRUG-seq provides a powerful tool for comprehensive transcriptome readout in a high-throughput screening environment.
Assuntos
Descoberta de Drogas/métodos , Perfilação da Expressão Gênica/métodos , Ensaios de Triagem em Larga Escala/métodos , Análise de Sequência de RNA , Linhagem Celular , Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas , HumanosRESUMO
Discriminating transcriptional changes that drive disease pathogenesis from nonpathogenic and compensatory responses is a daunting challenge. This is particularly true for neurodegenerative diseases, which affect the expression of thousands of genes in different brain regions at different disease stages. Here we integrate functional testing and network approaches to analyze previously reported transcriptional alterations in the brains of Huntington disease (HD) patients. We selected 312 genes whose expression is dysregulated both in HD patients and in HD mice and then replicated and/or antagonized each alteration in a Drosophila HD model. High-throughput behavioral testing in this model and controls revealed that transcriptional changes in synaptic biology and calcium signaling are compensatory, whereas alterations involving the actin cytoskeleton and inflammation drive disease. Knockdown of disease-driving genes in HD patient-derived cells lowered mutant Huntingtin levels and activated macroautophagy, suggesting a mechanism for mitigating pathogenesis. Our multilayered approach can thus untangle the wealth of information generated by transcriptomics and identify early therapeutic intervention points.