78 results on '"John S. Reece-Hoyes"'
Search Results
2. USP7 inhibits Wnt/β-catenin signaling through promoting stabilization of Axin
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Lei Ji, Bo Lu, Raffaella Zamponi, Olga Charlat, Robert Aversa, Zinger Yang, Frederic Sigoillot, Xiaoping Zhu, Tiancen Hu, John S. Reece-Hoyes, Carsten Russ, Gregory Michaud, Jan S. Tchorz, Xiaomo Jiang, and Feng Cong
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Science - Abstract
Axin is a scaffolding protein known for its role in Wnt signalling that can be marked with a variety of post-translational modifications. Here, Cong et al. demonstrate that USP7 de-ubiquinates Axin and that canonical Wnt signaling output can be increased with USP7 inhibitors.
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- 2019
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3. Genome-Scale CRISPR Screens Identify Human Pluripotency-Specific Genes
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Robert J. Ihry, Max R. Salick, Daniel J. Ho, Marie Sondey, Sravya Kommineni, Steven Paula, Joe Raymond, Beata Henry, Elizabeth Frias, Qiong Wang, Kathleen A. Worringer, Chaoyang Ye, Carsten Russ, John S. Reece-Hoyes, Robert C. Altshuler, Ranjit Randhawa, Zinger Yang, Gregory McAllister, Gregory R. Hoffman, Ricardo Dolmetsch, and Ajamete Kaykas
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Biology (General) ,QH301-705.5 - Abstract
Summary: Human pluripotent stem cells (hPSCs) generate a variety of disease-relevant cells that can be used to improve the translation of preclinical research. Despite the potential of hPSCs, their use for genetic screening has been limited by technical challenges. We developed a scalable and renewable Cas9 and sgRNA-hPSC library in which loss-of-function mutations can be induced at will. Our inducible mutant hPSC library can be used for multiple genome-wide CRISPR screens in a variety of hPSC-induced cell types. As proof of concept, we performed three screens for regulators of properties fundamental to hPSCs: their ability to self-renew and/or survive (fitness), their inability to survive as single-cell clones, and their capacity to differentiate. We identified the majority of known genes and pathways involved in these processes, as well as a plethora of genes with unidentified roles. This resource will increase the understanding of human development and genetics. This approach will be a powerful tool to identify disease-modifying genes and pathways. : Ihry et al. develop a CRISPR/Cas9 genetic screening platform for hPSCs that enables unbiased genome-scale genetic screening. The platform exhibits high performance and accurately detects the dropout of essential genes. Furthermore, proof-of-concept screens exploit hPSC-specific phenotypes to identify regulators of fitness, survival after single-cell dissociation, and pluripotency. Keywords: CRISPR genome-wide screening, human pluripotent stem cells, iPSC, hESC, PAWR, PMAIP1, DDR
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- 2019
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4. Genome-wide CRISPR screening reveals genetic modifiers of mutant EGFR dependence in human NSCLC
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Hao Zeng, Johnny Castillo-Cabrera, Mika Manser, Bo Lu, Zinger Yang, Vaik Strande, Damien Begue, Raffaella Zamponi, Shumei Qiu, Frederic Sigoillot, Qiong Wang, Alicia Lindeman, John S Reece-Hoyes, Carsten Russ, Debora Bonenfant, Xiaomo Jiang, Youzhen Wang, and Feng Cong
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CRISPR screen ,EGFR TKI resistance ,GPCR signaling ,RIC8A ,YAP signaling ,ARIH2-CUL5 complex ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
EGFR-mutant NSCLCs frequently respond to EGFR tyrosine kinase inhibitors (TKIs). However, the responses are not durable, and the magnitude of tumor regression is variable, suggesting the existence of genetic modifiers of EGFR dependency. Here, we applied a genome-wide CRISPR-Cas9 screening to identify genetic determinants of EGFR TKI sensitivity and uncovered putative candidates. We show that knockout of RIC8A, essential for G-alpha protein activation, enhanced EGFR TKI-induced cell death. Mechanistically, we demonstrate that RIC8A is a positive regulator of YAP signaling, activation of which rescued the EGFR TKI sensitizing phenotype resulting from RIC8A knockout. We also show that knockout of ARIH2, or other components in the Cullin-5 E3 complex, conferred resistance to EGFR inhibition, in part by promoting nascent protein synthesis through METAP2. Together, these data uncover a spectrum of previously unidentified regulators of EGFR TKI sensitivity in EGFR-mutant human NSCLC, providing insights into the heterogeneity of EGFR TKI treatment responses.
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- 2019
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5. A gene‐centered C. elegans protein–DNA interaction network provides a framework for functional predictions
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Juan I Fuxman Bass, Carles Pons, Lucie Kozlowski, John S Reece‐Hoyes, Shaleen Shrestha, Amy D Holdorf, Akihiro Mori, Chad L Myers, and Albertha JM Walhout
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C. elegans ,gene regulation ,protein–DNA interaction network ,transcription factors ,yeast one‐hybrid assays ,Biology (General) ,QH301-705.5 ,Medicine (General) ,R5-920 - Abstract
Abstract Transcription factors (TFs) play a central role in controlling spatiotemporal gene expression and the response to environmental cues. A comprehensive understanding of gene regulation requires integrating physical protein–DNA interactions (PDIs) with TF regulatory activity, expression patterns, and phenotypic data. Although great progress has been made in mapping PDIs using chromatin immunoprecipitation, these studies have only characterized ~10% of TFs in any metazoan species. The nematode C. elegans has been widely used to study gene regulation due to its compact genome with short regulatory sequences. Here, we delineated the largest gene‐centered metazoan PDI network to date by examining interactions between 90% of C. elegans TFs and 15% of gene promoters. We used this network as a backbone to predict TF binding sites for 77 TFs, two‐thirds of which are novel, as well as integrate gene expression, protein–protein interaction, and phenotypic data to predict regulatory and biological functions for multiple genes and TFs.
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- 2016
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6. Genome-wide CRISPR screen identifies protein pathways modulating tau protein levels in neurons
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Fiona Elwood, John Alford, Carsten Russ, Christopher Acker, Audrey Gray, John S. Reece-Hoyes, Carlos G Sanchez, Sarah J. Luchansky, Christian Doherty, Lucas Craig, Gregory McAllister, Steven Paula, Ricardo E. Dolmetsch, Shaojian An, Cheng Song, Alicia Lindeman, Malini Varadarajan, Nadire Cochran, Manuela Polydoro, Ketthsy Capre, and Gregory R. Hoffman
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CRISPR-Cas9 genome editing ,0301 basic medicine ,Candidate gene ,QH301-705.5 ,Tau protein ,Medicine (miscellaneous) ,tau Proteins ,Molecular neuroscience ,Article ,General Biochemistry, Genetics and Molecular Biology ,Progressive supranuclear palsy ,Mice ,Neuroblastoma ,03 medical and health sciences ,0302 clinical medicine ,Ubiquitin ,CRISPR-Associated Protein 9 ,Cell Line, Tumor ,mental disorders ,medicine ,Animals ,Humans ,CRISPR ,Genetic Testing ,Biology (General) ,PI3K/AKT/mTOR pathway ,Gene Editing ,Neurons ,biology ,TOR Serine-Threonine Kinases ,Alzheimer's disease ,medicine.disease ,Cellular neuroscience ,Rats ,Cell biology ,030104 developmental biology ,medicine.anatomical_structure ,Genes ,biology.protein ,Neddylation ,TSC1 ,CRISPR-Cas Systems ,General Agricultural and Biological Sciences ,Metabolic Networks and Pathways ,030217 neurology & neurosurgery ,Genome-Wide Association Study - Abstract
Aggregates of hyperphosphorylated tau protein are a pathological hallmark of more than 20 distinct neurodegenerative diseases, including Alzheimer’s disease, progressive supranuclear palsy, and frontotemporal dementia. While the exact mechanism of tau aggregation is unknown, the accumulation of aggregates correlates with disease progression. Here we report a genome-wide CRISPR screen to identify modulators of endogenous tau protein for the first time. Primary screens performed in SH-SY5Y cells, identified positive and negative regulators of tau protein levels. Hit validation of the top 43 candidate genes was performed using Ngn2-induced human cortical excitatory neurons. Using this approach, genes and pathways involved in modulation of endogenous tau levels were identified, including chromatin modifying enzymes, neddylation and ubiquitin pathway members, and components of the mTOR pathway. TSC1, a critical component of the mTOR pathway, was further validated in vivo, demonstrating the relevance of this screening strategy. These findings may have implications for treating neurodegenerative diseases in the future., Using an unbiased genome-wide CRISPR screen approach, Sanchez et al. identified modulators of endogenous tau protein. This study suggests that chromatin modifiers, neddylation, ubiquitination, and the mTOR pathways regulate overall levels of tau protein in neurons, which could help in future identification of therapeutics for neurodegenerative diseases.
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- 2021
7. Functional CRISPR screening identifies the ufmylation pathway as a regulator of SQSTM1/p62
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Rowena DeJesus, Francesca Moretti, Gregory McAllister, Zuncai Wang, Phil Bergman, Shanming Liu, Elizabeth Frias, John Alford, John S Reece-Hoyes, Alicia Lindeman, Jennifer Kelliher, Carsten Russ, Judith Knehr, Walter Carbone, Martin Beibel, Guglielmo Roma, Aylwin Ng, John A Tallarico, Jeffery A Porter, Ramnik J Xavier, Craig Mickanin, Leon O Murphy, Gregory R Hoffman, and Beat Nyfeler
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autophagy ,SQSTM1 ,ER stress ,CRISPR ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
SQSTM1 is an adaptor protein that integrates multiple cellular signaling pathways and whose expression is tightly regulated at the transcriptional and post-translational level. Here, we describe a forward genetic screening paradigm exploiting CRISPR-mediated genome editing coupled to a cell selection step by FACS to identify regulators of SQSTM1. Through systematic comparison of pooled libraries, we show that CRISPR is superior to RNAi in identifying known SQSTM1 modulators. A genome-wide CRISPR screen exposed MTOR signalling and the entire macroautophagy machinery as key regulators of SQSTM1 and identified several novel modulators including HNRNPM, SLC39A14, SRRD, PGK1 and the ufmylation cascade. We show that ufmylation regulates SQSTM1 by eliciting a cell type-specific ER stress response which induces SQSTM1 expression and results in its accumulation in the cytosol. This study validates pooled CRISPR screening as a powerful method to map the repertoire of cellular pathways that regulate the fate of an individual target protein.
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- 2016
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8. DamID in C. elegans reveals longevity‐associated targets of DAF‐16/FoxO
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Eugene Schuster, Joshua J McElwee, Jennifer M A Tullet, Ryan Doonan, Filip Matthijssens, John S Reece‐Hoyes, Ian A Hope, Jacques R Vanfleteren, Janet M Thornton, and David Gems
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aging ,C. elegans ,DAF‐16/FoxO ,DamID chromatin profiling ,transcriptional networks ,Biology (General) ,QH301-705.5 ,Medicine (General) ,R5-920 - Abstract
Abstract Insulin/IGF‐1 signaling controls metabolism, stress resistance and aging in Caenorhabditis elegans by regulating the activity of the DAF‐16/FoxO transcription factor (TF). However, the function of DAF‐16 and the topology of the transcriptional network that it crowns remain unclear. Using chromatin profiling by DNA adenine methyltransferase identification (DamID), we identified 907 genes that are bound by DAF‐16. These were enriched for genes showing DAF‐16‐dependent upregulation in long‐lived daf‐2 insulin/IGF‐1 receptor mutants (P=1.4e−11). Cross‐referencing DAF‐16 targets with these upregulated genes (daf‐2 versus daf‐16; daf‐2) identified 65 genes that were DAF‐16 regulatory targets. These 65 were enriched for signaling genes, including known determinants of longevity, but not for genes specifying somatic maintenance functions (e.g. detoxification, repair). This suggests that DAF‐16 acts within a relatively small transcriptional subnetwork activating (but not suppressing) other regulators of stress resistance and aging, rather than directly regulating terminal effectors of longevity. For most genes bound by DAF‐16∷DAM, transcriptional regulation by DAF‐16 was not detected, perhaps reflecting transcriptionally non‐functional TF ‘parking sites’. This study demonstrates the efficacy of DamID for chromatin profiling in C. elegans.
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- 2010
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9. Mapping and analysis of Caenorhabditis elegans transcription factor sequence specificities
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Kamesh Narasimhan, Samuel A Lambert, Ally WH Yang, Jeremy Riddell, Sanie Mnaimneh, Hong Zheng, Mihai Albu, Hamed S Najafabadi, John S Reece-Hoyes, Juan I Fuxman Bass, Albertha JM Walhout, Matthew T Weirauch, and Timothy R Hughes
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transcription factor ,binding specificities ,protein-binding microarray ,nuclear hormone receptor ,T-box ,DM ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
Caenorhabditis elegans is a powerful model for studying gene regulation, as it has a compact genome and a wealth of genomic tools. However, identification of regulatory elements has been limited, as DNA-binding motifs are known for only 71 of the estimated 763 sequence-specific transcription factors (TFs). To address this problem, we performed protein binding microarray experiments on representatives of canonical TF families in C. elegans, obtaining motifs for 129 TFs. Additionally, we predict motifs for many TFs that have DNA-binding domains similar to those already characterized, increasing coverage of binding specificities to 292 C. elegans TFs (∼40%). These data highlight the diversification of binding motifs for the nuclear hormone receptor and C2H2 zinc finger families and reveal unexpected diversity of motifs for T-box and DM families. Motif enrichment in promoters of functionally related genes is consistent with known biology and also identifies putative regulatory roles for unstudied TFs.
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- 2015
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10. IRF2 is a master regulator of human keratinocyte stem cell fate
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Carsten Russ, Adrian Salathe, Charles Y. Lin, John Alford, Mathias Frederiksen, Caroline Gubser Keller, Gabi Schutzius, Sajjeev Jagannathan, Sebastian Bergling, Dominic Hoepfner, Heinz Ruffner, Nicolas Mercado, Judith Knehr, Alexandra Aebi, John S. Reece-Hoyes, Guglielmo Roma, David Estoppey, Remi Terranova, Hadley E. Sheppard, Calla M. Olson, Tewis Bouwmeester, Tanner C. Beck, Susan Kirkland, Florian Nigsch, Christian Kolter, Felix Lohmann, and Selma Z. Elsarrag
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Keratinocytes ,Transcriptional Activation ,0301 basic medicine ,Cell type ,Science ,Antigen presentation ,General Physics and Astronomy ,Biology ,Article ,General Biochemistry, Genetics and Molecular Biology ,Gene regulatory networks ,03 medical and health sciences ,0302 clinical medicine ,Interferon ,Transcription (biology) ,medicine ,Humans ,Regeneration ,lcsh:Science ,Transcription factor ,Tissue homeostasis ,Multidisciplinary ,Stem Cells ,Cell Differentiation ,General Chemistry ,Cell biology ,Chromatin ,030104 developmental biology ,Self-renewal ,lcsh:Q ,Stem cell ,Interferon Regulatory Factor-2 ,030217 neurology & neurosurgery ,Transcription Factors ,Skin stem cells ,medicine.drug - Abstract
Resident adult epithelial stem cells maintain tissue homeostasis by balancing self-renewal and differentiation. The stem cell potential of human epidermal keratinocytes is retained in vitro but lost over time suggesting extrinsic and intrinsic regulation. Transcription factor-controlled regulatory circuitries govern cell identity, are sufficient to induce pluripotency and transdifferentiate cells. We investigate whether transcriptional circuitry also governs phenotypic changes within a given cell type by comparing human primary keratinocytes with intrinsically high versus low stem cell potential. Using integrated chromatin and transcriptional profiling, we implicate IRF2 as antagonistic to stemness and show that it binds and regulates active cis-regulatory elements at interferon response and antigen presentation genes. CRISPR-KD of IRF2 in keratinocytes with low stem cell potential increases self-renewal, migration and epidermis formation. These data demonstrate that transcription factor regulatory circuitries, in addition to maintaining cell identity, control plasticity within cell types and offer potential for therapeutic modulation of cell function., Epidermal homeostasis requires long term stem cell function. Here, the authors apply transcriptional circuitry analysis based on integrated epigenomic profiling of primary human keratinocytes with high and low stem cell function to identify IRF2 as a negative regulator of stemness.
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- 2019
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11. Bile acid analogues are activators of pyrin inflammasome
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Xinming Cai, Zinger Yang, John S. Reece-Hoyes, Edmund Harrington, John Alford, Tim Schuhmann, Luis Llamas, Rob Maher, Alicia Lindeman, Stephen M. Canham, Irina Alimov, Nadire Cochran, Carsten Russ, Suchithra Menon, Gregory R. Hoffman, Qiong Wang, and John Concannon
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0301 basic medicine ,Inflammasomes ,THP-1 Cells ,medicine.drug_class ,Gut flora ,digestive system ,Biochemistry ,Pyrin domain ,Bile Acids and Salts ,03 medical and health sciences ,Immune system ,medicine ,Humans ,Myeloid Cells ,Editors' Picks ,Microbiome ,Intestinal Mucosa ,Immunity, Mucosal ,Molecular Biology ,030102 biochemistry & molecular biology ,biology ,Bile acid ,Chemistry ,Pyroptosis ,Epithelial Cells ,Inflammasome ,Cell Biology ,Pyrin ,biology.organism_classification ,MEFV ,Gastrointestinal Microbiome ,030104 developmental biology ,medicine.drug - Abstract
Bile acids are critical metabolites in the gastrointestinal tract and contribute to maintaining intestinal immune homeostasis through cross-talk with the gut microbiota. The conversion of bile acids by the gut microbiome is now recognized as a factor affecting both host metabolism and immune responses, but its physiological roles remain unclear. We conducted a screen for microbiome metabolites that would function as inflammasome activators and herein report the identification of 12-oxo-lithocholic acid (BAA485), a potential microbiome-derived bile acid metabolite. We demonstrate that the more potent analogue 11-oxo-12S-hydroxylithocholic acid methyl ester (BAA473) can induce secretion of interleukin-18 (IL-18) through activation of the inflammasome in both myeloid and intestinal epithelial cells. Using a genome-wide CRISPR screen with compound induced pyroptosis in THP-1 cells, we identified that inflammasome activation by BAA473 is pyrin-dependent (MEFV). To our knowledge, the bile acid analogues BAA485 and BAA473 are the first small molecule activators of the pyrin inflammasome. We surmise that pyrin inflammasome activation through microbiota-modified bile acid metabolites such as BAA473 and BAA485 plays a role in gut microbiota regulated intestinal immune response. The discovery of these two bioactive compounds may help to further unveil the importance of pyrin in gut homeostasis and autoimmune diseases.
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- 2019
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12. Cell adhesion molecule KIRREL1 is a feedback regulator of Hippo signaling recruiting SAV1 to cell-cell contact sites
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Atanu Paul, Stefano Annunziato, Bo Lu, Tianliang Sun, Olivera Evrova, Lara Planas-Paz, Vanessa Orsini, Luigi M. Terracciano, Olga Charlat, Zinger Yang Loureiro, Lei Ji, Raffaella Zamponi, Frederic Sigoillot, Hong Lei, Alicia Lindeman, Carsten Russ, John S. Reece-Hoyes, Thomas B. Nicholson, Jan S. Tchorz, and Feng Cong
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Adult ,Aged, 80 and over ,Feedback, Physiological ,Male ,Multidisciplinary ,General Physics and Astronomy ,Membrane Proteins ,Cell Cycle Proteins ,Mice, Transgenic ,YAP-Signaling Proteins ,General Chemistry ,Cell Communication ,Middle Aged ,General Biochemistry, Genetics and Molecular Biology ,Gene Knockout Techniques ,Mice ,HEK293 Cells ,Cell Line, Tumor ,Hepatocytes ,Animals ,Humans ,Female ,Hippo Signaling Pathway ,Cell Proliferation - Abstract
The Hippo/YAP pathway controls cell proliferation through sensing physical and spatial organization of cells. How cell-cell contact is sensed by Hippo signaling is poorly understood. Here, we identified the cell adhesion molecule KIRREL1 as an upstream positive regulator of the mammalian Hippo pathway. KIRREL1 physically interacts with SAV1 and recruits SAV1 to cell-cell contact sites. Consistent with the hypothesis that KIRREL1-mediated cell adhesion suppresses YAP activity, knockout of KIRREL1 increases YAP activity in neighboring cells. Analyzing pan-cancer CRISPR proliferation screen data reveals KIRREL1 as the top plasma membrane protein showing strong correlation with known Hippo regulators, highlighting a critical role of KIRREL1 in regulating Hippo signaling and cell proliferation. During liver regeneration in mice, KIRREL1 is upregulated, and its genetic ablation enhances hepatic YAP activity, hepatocyte reprogramming and biliary epithelial cell proliferation. Our data suggest that KIRREL1 functions as a feedback regulator of the mammalian Hippo pathway through sensing cell-cell interaction and recruiting SAV1 to cell-cell contact sites.
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- 2020
13. Identification of the HECT E3 ligase UBR5 as a regulator of MYC degradation using a CRISPR/Cas9 screen
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Britta Knapp, Xiaoyou Liang, Beatrice Bauer-Probst, John S. Reece-Hoyes, Ines Barbosa, Angelica Mendiola, Tamara Zimmermann, Markus Reschke, Lina Schukur, Grainne Kerr, Claudio R. Thoma, Thomas Radimerski, Ole Niewoehner, Scott Gleim, Giorgio G. Galli, and Melivoia Rapti
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Cell biology ,Ubiquitin-Protein Ligases ,Regulator ,lcsh:Medicine ,Apoptosis ,medicine.disease_cause ,Article ,Proto-Oncogene Proteins c-myc ,Neoplasms ,medicine ,Tumor Cells, Cultured ,Humans ,lcsh:Science ,Transcription factor ,Cancer ,chemistry.chemical_classification ,DNA ligase ,Multidisciplinary ,biology ,Cell growth ,lcsh:R ,Biological techniques ,Ubiquitination ,Ubiquitin ligase ,chemistry ,Oncology ,Cancer cell ,Proteolysis ,biology.protein ,lcsh:Q ,CRISPR-Cas Systems ,Carcinogenesis ,Genetic screen ,Protein Binding - Abstract
MYC oncoprotein is a multifunctional transcription factor that regulates the expression of a large number of genes involved in cellular growth, proliferation and metabolism. Altered MYC protein level lead to cellular transformation and tumorigenesis. MYC is deregulated in > 50% of human cancers, rendering it an attractive drug target. However, direct inhibition of this class of proteins using conventional small molecules is challenging due to their intrinsically disordered state. To discover novel posttranslational regulators of MYC protein stability and turnover, we established a genetic screen in mammalian cells by combining a fluorescent protein-based MYC abundance sensor, CRISPR/Cas9-based gene knockouts and next-generation sequencing. Our screen identifies UBR5, an E3 ligase of the HECT-type family, as a novel regulator of MYC degradation. Even in the presence of the well-described and functional MYC ligase, FBXW7, UBR5 depletion leads to accumulation of MYC in cells. We demonstrate interaction of UBR5 with MYC and reduced K48-linked ubiquitination of MYC upon loss of UBR5 in cells. Interestingly, in cancer cell lines with amplified MYC expression, depletion of UBR5 resulted in reduced cell survival, as a consequence of MYC stabilization. Finally, we show that MYC and UBR5 are co-amplified in more than 40% of cancer cells and that MYC copy number amplification correlates with enhanced transcriptional output of UBR5. This suggests that UBR5 acts as a buffer in MYC amplified settings and protects these cells from apoptosis.
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- 2020
14. Genome-wide CRISPR screening reveals genetic modifiers of mutant EGFR dependence in human NSCLC
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Feng Cong, Bo Lu, Damien Begue, Youzhen Wang, Mika Manser, Alicia Lindeman, John S. Reece-Hoyes, Qiong Wang, Hao Zeng, Xiaomo Jiang, Debora Bonenfant, Carsten Russ, Raffaella Zamponi, Shumei Qiu, Johnny Castillo-Cabrera, Frederic Sigoillot, Vaik Strande, and Zinger Yang
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0301 basic medicine ,Mutant ,Regulator ,Genome ,CRISPR screen ,Gene Knockout Techniques ,Mice ,0302 clinical medicine ,Carcinoma, Non-Small-Cell Lung ,GPCR signaling ,Guanine Nucleotide Exchange Factors ,Methionyl Aminopeptidases ,CRISPR ,Clustered Regularly Interspaced Short Palindromic Repeats ,Receptors, Lysophosphatidic Acid ,Biology (General) ,Cancer Biology ,General Neuroscience ,EGFR TKI resistance ,General Medicine ,Cullin Proteins ,Phenotype ,ErbB Receptors ,Gene Expression Regulation, Neoplastic ,030220 oncology & carcinogenesis ,Medicine ,Female ,Research Article ,Human ,Signal Transduction ,YAP signaling ,Programmed cell death ,QH301-705.5 ,Ubiquitin-Protein Ligases ,Science ,Mice, Nude ,Biology ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,Cell Line, Tumor ,Animals ,Humans ,Adaptor Proteins, Signal Transducing ,RIC8A ,General Immunology and Microbiology ,Egfr inhibition ,YAP-Signaling Proteins ,Cell Biology ,METAP2 ,respiratory tract diseases ,HEK293 Cells ,030104 developmental biology ,A549 Cells ,ARIH2-CUL5 complex ,Cancer research ,CRISPR-Cas Systems ,Transcriptome ,rhoA GTP-Binding Protein ,Transcription Factors - Abstract
EGFR-mutant NSCLCs frequently respond to EGFR tyrosine kinase inhibitors (TKIs). However, the responses are not durable, and the magnitude of tumor regression is variable, suggesting the existence of genetic modifiers of EGFR dependency. Here, we applied a genome-wide CRISPR-Cas9 screening to identify genetic determinants of EGFR TKI sensitivity and uncovered putative candidates. We show that knockout of RIC8A, essential for G-alpha protein activation, enhanced EGFR TKI-induced cell death. Mechanistically, we demonstrate that RIC8A is a positive regulator of YAP signaling, activation of which rescued the EGFR TKI sensitizing phenotype resulting from RIC8A knockout. We also show that knockout of ARIH2, or other components in the Cullin-5 E3 complex, conferred resistance to EGFR inhibition, in part by promoting nascent protein synthesis through METAP2. Together, these data uncover a spectrum of previously unidentified regulators of EGFR TKI sensitivity in EGFR-mutant human NSCLC, providing insights into the heterogeneity of EGFR TKI treatment responses., eLife digest Cancer is caused by cells growing and dividing uncontrollably as a result of mutations in certain genes. Many human lung cancers have a mutation in the gene that makes the protein EGFR. In healthy cells, EGFR allows a cell to respond to chemical signals that encourage healthy growth. In cancer, the altered EGFR is always on, which allows the cell to rapidly grow without any control, resulting in cancer. One approach to treating these cancers is with drugs that block the activity of mutant EGFR. Although these drugs have been very successful, they do not always succeed in completely treating the cancer. This is because over time the cancer cells can become resistant to the drug and start forming new tumors. One way that this can happen is if random mutations lead to changes in other proteins that make the drug less effective or stop it from accessing the EGFR proteins. However, it is unclear how other proteins in cancer cells affect the response to these EGFR inhibiting drugs. Now, Zeng et al. have used gene editing to systematically remove every protein from human lung cancer cells grown in the laboratory to see how this affects resistance to EGFR inhibitor treatment. This revealed that a number of different proteins could change how cancer cells responded to the drug. For instance, cells lacking the protein RIC8A were more sensitive to EGFR inhibitors and less likely to develop resistance. This is because loss of RIC8A turns down a key cell survival pathway in cancer cells. Whereas, cancer cells lacking the ARIH2 protein were able to produce more proteins that are needed for cancer cell growth, which resulted in them having increased resistance to EGFR inhibitors. The proteins identified in this study could be used to develop new drugs that improve the effectiveness of EGFR inhibitors. Understanding how cancer cells respond to EGFR inhibitor treatment could help determine how likely a patient is to develop resistance to these drugs.
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- 2019
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15. Author response: Genome-wide CRISPR screening reveals genetic modifiers of mutant EGFR dependence in human NSCLC
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Johnny Castillo-Cabrera, Alicia Lindeman, Xiaomo Jiang, Carsten Russ, Frederic Sigoillot, Debora Bonenfant, Damien Begue, Shumei Qiu, Raffaella Zamponi, Feng Cong, Hao Zeng, Mika Manser, Bo Lu, Youzhen Wang, Qiong Wang, Vaik Strande, Zinger Yang, and John S. Reece-Hoyes
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Genetics ,Mutant ,CRISPR ,Biology ,Genome - Published
- 2019
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16. USP7 inhibits Wnt/β-catenin signaling through promoting stabilization of Axin
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Gregory A. Michaud, Zinger Yang, Frederic Sigoillot, Carsten Russ, Tiancen Hu, Olga Charlat, Raffaella Zamponi, Robert J. Aversa, John S. Reece-Hoyes, Lei Ji, Xiaoping Zhu, Feng Cong, Jan S. Tchorz, Xiaomo Jiang, and Bo Lu
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0301 basic medicine ,Scaffold protein ,Ubiquitylation ,General Physics and Astronomy ,Deubiquitylating enzymes ,Deubiquitinating enzyme ,Ubiquitin-Specific Peptidase 7 ,Mice ,0302 clinical medicine ,Ubiquitin ,Adipocytes ,lcsh:Science ,Wnt Signaling Pathway ,beta Catenin ,Multidisciplinary ,biology ,Chemistry ,Protein Stability ,Reverse Transcriptase Polymerase Chain Reaction ,Wnt signaling pathway ,food and beverages ,Osteoblast ,Flow Cytometry ,Cell biology ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Deubiquitination ,Cell signalling ,Immunoprecipitation ,Science ,macromolecular substances ,General Biochemistry, Genetics and Molecular Biology ,Article ,Morphogen signalling ,Cell Line ,03 medical and health sciences ,Axin Protein ,3T3-L1 Cells ,Cell Line, Tumor ,medicine ,Animals ,Humans ,Osteoblasts ,fungi ,Ubiquitination ,General Chemistry ,HCT116 Cells ,030104 developmental biology ,biology.protein ,lcsh:Q - Abstract
Axin is a key scaffolding protein responsible for the formation of the β-catenin destruction complex. Stability of Axin protein is regulated by the ubiquitin-proteasome system, and modulation of cellular concentration of Axin protein has a profound effect on Wnt/β-catenin signaling. Although E3s promoting Axin ubiquitination have been identified, the deubiquitinase responsible for Axin deubiquitination and stabilization remains unknown. Here, we identify USP7 as a potent negative regulator of Wnt/β-catenin signaling through CRISPR screens. Genetic ablation or pharmacological inhibition of USP7 robustly increases Wnt/β-catenin signaling in multiple cellular systems. USP7 directly interacts with Axin through its TRAF domain, and promotes deubiquitination and stabilization of Axin. Inhibition of USP7 regulates osteoblast differentiation and adipocyte differentiation through increasing Wnt/β-catenin signaling. Our study reveals a critical mechanism that prevents excessive degradation of Axin and identifies USP7 as a target for sensitizing cells to Wnt/β-catenin signaling., Axin is a scaffolding protein known for its role in Wnt signalling that can be marked with a variety of post-translational modifications. Here, Cong et al. demonstrate that USP7 de-ubiquinates Axin and that canonical Wnt signaling output can be increased with USP7 inhibitors.
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- 2019
17. DNA Repair Profiling Reveals Nonrandom Outcomes at Cas9-Mediated Breaks
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Scott Gradia, Matthew S. Thompson, Megan van Overbeek, Gregory R. Hoffman, Carsten Russ, Elizabeth Frias, Christopher D. Nye, Andrew May, John S. Reece-Hoyes, Daniel Capurso, Bastien Vidal, Chris R. Fuller, Jiashun Zheng, and Matthew Merrill Carter
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0301 basic medicine ,DNA End-Joining Repair ,Time Factors ,DNA repair ,Computational biology ,Biology ,Transfection ,03 medical and health sciences ,chemistry.chemical_compound ,Bacterial Proteins ,Genome editing ,CRISPR-Associated Protein 9 ,Humans ,DNA Breaks, Double-Stranded ,Molecular Biology ,Gene ,Gene Editing ,Genetics ,Cas9 ,Gene Expression Profiling ,Cell Biology ,Endonucleases ,HCT116 Cells ,HEK293 Cells ,030104 developmental biology ,chemistry ,RNA Interference ,DNA mismatch repair ,Human genome ,CRISPR-Cas Systems ,K562 Cells ,DNA ,RNA, Guide, Kinetoplastida - Abstract
Summary The repair outcomes at site-specific DNA double-strand breaks (DSBs) generated by the RNA-guided DNA endonuclease Cas9 determine how gene function is altered. Despite the widespread adoption of CRISPR-Cas9 technology to induce DSBs for genome engineering, the resulting repair products have not been examined in depth. Here, the DNA repair profiles of 223 sites in the human genome demonstrate that the pattern of DNA repair following Cas9 cutting at each site is nonrandom and consistent across experimental replicates, cell lines, and reagent delivery methods. Furthermore, the repair outcomes are determined by the protospacer sequence rather than genomic context, indicating that DNA repair profiling in cell lines can be used to anticipate repair outcomes in primary cells. Chemical inhibition of DNA-PK enabled dissection of the DNA repair profiles into contributions from c-NHEJ and MMEJ. Finally, this work elucidates a strategy for using "error-prone" DNA-repair machinery to generate precise edits.
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- 2016
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18. Tankyrase Inhibitor Sensitizes Lung Cancer Cells to Endothelial Growth Factor Receptor (EGFR) Inhibition via Stabilizing Angiomotins and Inhibiting YAP Signaling
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Gregory McAllister, Zinger Yang, Carsten Russ, Johnny Castillo, Greg Hoffman, Alicia Lindeman, Feng Cong, John S. Reece-Hoyes, Bo Lu, John A. Tallarico, Wenqing Xu, Markus Schirle, Yue Zhang, and Hui Wang
- Subjects
0301 basic medicine ,Lung Neoplasms ,Ubiquitin-Protein Ligases ,Down-Regulation ,Antineoplastic Agents ,Protein degradation ,Biochemistry ,Erlotinib Hydrochloride ,Gene Knockout Techniques ,03 medical and health sciences ,0302 clinical medicine ,Carcinoma, Non-Small-Cell Lung ,Cell Line, Tumor ,medicine ,Humans ,Protein Interaction Domains and Motifs ,RNA, Small Interfering ,Molecular Biology ,Tissue homeostasis ,Adaptor Proteins, Signal Transducing ,EGFR inhibitors ,Tankyrases ,biology ,Protein Stability ,Microfilament Proteins ,Wnt signaling pathway ,Membrane Proteins ,YAP-Signaling Proteins ,Cell Biology ,Phosphoproteins ,Angiomotin ,Ubiquitin ligase ,Cell biology ,ErbB Receptors ,HEK293 Cells ,030104 developmental biology ,Angiomotins ,030220 oncology & carcinogenesis ,biology.protein ,Intercellular Signaling Peptides and Proteins ,Erlotinib ,CRISPR-Cas Systems ,Signal transduction ,Signal Transduction ,Transcription Factors ,medicine.drug - Abstract
YAP signaling pathway plays critical roles in tissue homeostasis, and aberrant activation of YAP signaling has been implicated in cancers. To identify tractable targets of YAP pathway, we have performed a pathway-based pooled CRISPR screen and identified tankyrase and its associated E3 ligase RNF146 as positive regulators of YAP signaling. Genetic ablation or pharmacological inhibition of tankyrase prominently suppresses YAP activity and YAP target gene expression. Using a proteomic approach, we have identified angiomotin family proteins, which are known negative regulators of YAP signaling, as novel tankyrase substrates. Inhibition of tankyrase or depletion of RNF146 stabilizes angiomotins. Angiomotins physically interact with tankyrase through a highly conserved motif at their N terminus, and mutation of this motif leads to their stabilization. Tankyrase inhibitor-induced stabilization of angiomotins reduces YAP nuclear translocation and decreases downstream YAP signaling. We have further shown that knock-out of YAP sensitizes non-small cell lung cancer to EGFR inhibitor Erlotinib. Tankyrase inhibitor, but not porcupine inhibitor, which blocks Wnt secretion, enhances growth inhibitory activity of Erlotinib. This activity is mediated by YAP inhibition and not Wnt/β-catenin inhibition. Our data suggest that tankyrase inhibition could serve as a novel strategy to suppress YAP signaling for combinatorial targeted therapy.
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- 2016
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19. An iron-dependent metabolic vulnerability underlies VPS34-dependence in RKO cancer cells
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Marek J. Kobylarz, Walter Carbone, John W. Annand, John S. Reece-Hoyes, Jonathan M. Goodwin, Leon Murphy, Dmitri Wiederschain, Joseph Loureiro, Beat Nyfeler, Qiong Wang, Carsten Russ, Suchithra Menon, Alicia Lindeman, Gregory McAllister, Sarah Hevi, Ellen O’Mahony, John Alford, Zhao B. Kang, Martin Beibel, Judith Knehr, Guglielmo Roma, and Christophe Antczak
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Cancer Treatment ,Mitochondrion ,Biochemistry ,Synthetic Genome Editing ,Genome Engineering ,0302 clinical medicine ,Cell Signaling ,Neoplasms ,Medicine and Health Sciences ,Energy-Producing Organelles ,chemistry.chemical_classification ,0303 health sciences ,Multidisciplinary ,Crispr ,Transferrin ,Lipids ,Cell Hypoxia ,Mitochondria ,Cell biology ,Cholesterol ,Oncology ,Cell Processes ,Engineering and Technology ,Medicine ,Synthetic Biology ,Cellular Structures and Organelles ,Research Article ,Signal Transduction ,Cell signaling ,Iron ,Science ,Immunology ,Bioengineering ,Transferrin receptor ,Endosomes ,Bioenergetics ,03 medical and health sciences ,Antibody Therapy ,Cell Line, Tumor ,Humans ,Vesicles ,Cell Proliferation ,030304 developmental biology ,Cell growth ,fungi ,HEK 293 cells ,Biology and Life Sciences ,rab7 GTP-Binding Proteins ,Cell Biology ,Synthetic Genomics ,Class III Phosphatidylinositol 3-Kinases ,HEK293 Cells ,Receptors, LDL ,chemistry ,rab GTP-Binding Proteins ,Cancer cell ,Clinical Immunology ,Clinical Medicine ,Lysosomes ,030217 neurology & neurosurgery ,Genetic screen - Abstract
VPS34 is a key regulator of endomembrane dynamics and cargo trafficking, and is essential in cultured cell lines and in mice. To better characterize the role of VPS34 in cell growth, we performed unbiased cell line profiling studies with the selective VPS34 inhibitor PIK-III and identified RKO as a VPS34-dependent cellular model. Pooled CRISPR screen in the presence of PIK-III revealed endolysosomal genes as genetic suppressors. Dissecting VPS34-dependent alterations with transcriptional profiling, we found the induction of hypoxia response and cholesterol biosynthesis as key signatures. Mechanistically, acute VPS34 inhibition enhanced lysosomal degradation of transferrin and low-density lipoprotein receptors leading to impaired iron and cholesterol uptake. Excess soluble iron, but not cholesterol, was sufficient to partially rescue the effects of VPS34 inhibition on mitochondrial respiration and cell growth, indicating that iron limitation is the primary driver of VPS34-dependency in RKO cells. Loss of RAB7A, an endolysosomal marker and top suppressor in our genetic screen, blocked transferrin receptor degradation, restored iron homeostasis and reversed the growth defect as well as metabolic alterations due to VPS34 inhibition. Altogether, our findings suggest that impaired iron mobilization via the VPS34-RAB7A axis drive VPS34-dependence in certain cancer cells.
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- 2020
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20. Author Correction: CPSF3-dependent pre-mRNA processing as a druggable node in AML and Ewing’s sarcoma
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Kevin Xie, Favour A Akinjiyan, Frederic Sigoillot, John A. Tallarico, Jeffrey A. Chao, Judith Knehr, Eric T Williams, Matthew T. Spencer, Juan B. Rodríguez-Molina, Gregory A. Michaud, Walter Carbone, Howard R Miller, Aleem Fazal, Sarah H. Carl, Jeremy L. Jenkins, Jason Murphy, Jonathan J. Turner, Gregory J Molind, Guglielmo Roma, Felix Lohmann, Caroline G Artus-Revel, Scott Gleim, Wilhelm A. Weihofen, Aye Chen, Michael Salcius, Rohan Eric John Beckwith, John S. Reece-Hoyes, Scott M. Brittain, Nathan T. Ross, Mark Zambrowski, Geoffrey Boynton, Lori A. Passmore, Min Jia, Elizabeth George, Sven Schuierer, Chitra Saran, Martin Henault, Markus Schirle, Jason R. Thomas, Seth Carbonneau, Yuan Wang, and Johannes H Wilbertz
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Oncology ,medicine.medical_specialty ,business.industry ,Node (networking) ,Druggability ,Ewing's sarcoma ,Cell Biology ,medicine.disease ,Text mining ,Internal medicine ,medicine ,business ,Molecular Biology ,Pre mrna processing - Published
- 2020
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21. mTORC1 signaling suppresses Wnt/β-catenin signaling through DVL-dependent regulation of Wnt receptor FZD level
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Sebastian Bergling, Paola Capodieci, John S. Reece-Hoyes, Hao Zeng, Martin Beibel, Raffaella Zamponi, Jan S. Tchorz, Feng Cong, Bo Lu, Zinger Yang, Sina Mohammadi, Joseph Loureiro, Carsten Russ, Kristie Wetzel, and Guglielmo Roma
- Subjects
0301 basic medicine ,Frizzled ,Adaptor Protein Complex 2 ,Dishevelled Proteins ,Down-Regulation ,Gene Expression ,mTORC1 ,Biology ,Cell Line ,Mice ,03 medical and health sciences ,Animals ,Humans ,Wnt Signaling Pathway ,beta Catenin ,PI3K/AKT/mTOR pathway ,Tissue homeostasis ,chemistry.chemical_classification ,Multidisciplinary ,TOR Serine-Threonine Kinases ,Wnt signaling pathway ,Frizzled Receptors ,Dishevelled ,Cell biology ,Wnt Proteins ,HEK293 Cells ,030104 developmental biology ,PNAS Plus ,chemistry ,Receptors, Wnt ,Stem cell ,Signal transduction - Abstract
Wnt/β-catenin signaling plays pivotal roles in cell proliferation and tissue homeostasis by maintaining somatic stem cell functions. The mammalian target of rapamycin (mTOR) signaling functions as an integrative rheostat that orchestrates various cellular and metabolic activities that shape tissue homeostasis. Whether these two fundamental signaling pathways couple to exert physiological functions still remains mysterious. Using a genome-wide CRISPR-Cas9 screening, we discover that mTOR complex 1 (mTORC1) signaling suppresses canonical Wnt/β-catenin signaling. Deficiency in tuberous sclerosis complex 1/2 (TSC1/2), core negative regulators of mTORC1 activity, represses Wnt/β-catenin target gene expression, which can be rescued by RAD001. Mechanistically, mTORC1 signaling regulates the cell surface level of Wnt receptor Frizzled (FZD) in a Dishevelled (DVL)-dependent manner by influencing the association of DVL and clathrin AP-2 adaptor. Sustained mTORC1 activation impairs Wnt/β-catenin signaling and causes loss of stemness in intestinal organoids ex vivo and primitive intestinal progenitors in vivo. Wnt/β-catenin-dependent liver metabolic zonation gene expression program is also down-regulated by mTORC1 activation. Our study provides a paradigm that mTORC1 signaling cell autonomously regulates Wnt/β-catenin pathway to influence stem cell maintenance.
- Published
- 2018
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22. CPSF3-dependent pre-mRNA processing as a druggable node in AML and Ewing's sarcoma
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Rohan Eric John Beckwith, John A. Tallarico, Geoffrey Boynton, Jason R. Thomas, Gregory J Molind, Scott M. Brittain, Lori A. Passmore, Min Jia, Michael Salcius, Jason Murphy, Jonathan J. Turner, Seth Carbonneau, John S. Reece-Hoyes, Juan B. Rodríguez-Molina, Judith Knehr, Howard R Miller, Scott Gleim, Yuan Wang, Sven Schuierer, Martin Henault, Frederic Sigoillot, Johannes H Wilbertz, Walter Carbone, Felix Lohmann, Aye Chen, Chitra Saran, Aleem Fazal, Favour A Akinjiyan, Gregory A. Michaud, Jeremy L. Jenkins, Sarah H. Carl, Eric T Williams, Matthew T. Spencer, Guglielmo Roma, Wilhelm A. Weihofen, Elizabeth George, Markus Schirle, Kevin Xie, Mark Zambrowski, Jeffrey A. Chao, Caroline G Artus-Revel, and Nathan T. Ross
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Male ,Cell Survival ,Phenotypic screening ,Phenylalanine ,Druggability ,Apoptosis ,Cleavage and polyadenylation specificity factor ,Sarcoma, Ewing ,Biology ,Article ,Mass Spectrometry ,Piperazines ,03 medical and health sciences ,Mice ,Cell Line, Tumor ,medicine ,RNA Precursors ,Animals ,Humans ,RNA, Messenger ,RNA, Small Interfering ,Molecular Biology ,030304 developmental biology ,0303 health sciences ,Binding Sites ,030302 biochemistry & molecular biology ,Cleavage And Polyadenylation Specificity Factor ,Ewing's sarcoma ,Myeloid leukemia ,Cell Biology ,medicine.disease ,Mice, Inbred C57BL ,Leukemia ,Leukemia, Myeloid, Acute ,HEK293 Cells ,Phenotype ,Cancer research ,Sarcoma ,Chemical genetics ,Carboxylic Ester Hydrolases ,Neoplasm Transplantation ,Protein Binding - Abstract
The post-genomic era has seen many advances in our understanding of cancer pathways, yet resistance and tumor heterogeneity necessitate multiple approaches to target even monogenic tumors. Here, we combine phenotypic screening with chemical genetics to identify pre-mRNA endonuclease Cleavage and Polyadenylation Specificity Factor 3 (CPSF3) as the target of JTE-607, a small molecule with previously unknown target. We show that CPSF3 represents a novel synthetic lethal node in a sub-set of acute myeloid leukemia (AML) and Ewing’s sarcoma cancer cell lines. Inhibition of CPSF3 by JTE-607 alters expression of known downstream effectors in AML and Ewing’s sarcoma lines, upregulates apoptosis and causes tumor-selective stasis in mouse xenografts. Mechanistically, it prevents the release of newly synthesized pre-mRNAs, resulting in read-through transcription and the formation of DNA-RNA hybrid R-loop structures. This study implicates pre-mRNA processing, and specifically CPSF3, as a druggable target providing a new avenue to therapeutic intervention in cancer.
- Published
- 2018
23. Discovery of a ZIP7 inhibitor from a Notch pathway screen
- Author
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Owen Wallace, Zhao B. Kang, Jian Ding, Abhishek Dogra, Jeremy L. Jenkins, Joseph Loureiro, Christophe Antczak, Sven Schuierer, John A. Tallarico, Rishi K. Jain, Geoff Boynton, Amy Chen, Scott M. Brittain, Richard I. McDonald, Christy Fryer, Jian Shao, Frederic Sigoillot, Sara Gans, Jeffery A. Porter, Kayla Tyskiewicz, Dominic Hoepfner, Markus Schirle, Erin Nolin, Wilhelm A. Weihofen, Martin Beibel, Jason R. Thomas, Paula Bernasconi-Elias, Elizabeth George, Ning Guo, Guglielmo Roma, Alicia Lindeman, Amy E. Palmer, Yi Yang, Bushell Simon, Luis Llamas, Haibing Guo, Kevin Xie, Stephen M. Canham, Samuel B. Ho, Kyle P. Carter, Nicolette Guthrie, Somnath Bandyopadhyay, and John S. Reece-Hoyes
- Subjects
Cell signaling ,Phenotypic screening ,Notch signaling pathway ,Apoptosis ,medicine.disease_cause ,Endoplasmic Reticulum ,Article ,Cell Line ,03 medical and health sciences ,medicine ,Animals ,Humans ,Receptor, Notch1 ,Molecular Biology ,Cation Transport Proteins ,030304 developmental biology ,0303 health sciences ,Mutation ,biology ,Chemistry ,Endoplasmic reticulum ,030302 biochemistry & molecular biology ,Cell Biology ,Endoplasmic Reticulum Stress ,Transport protein ,Cell biology ,Protein Transport ,Zinc ,Cell Transformation, Neoplastic ,biology.protein ,Signal transduction ,SLC39A7 ,Carrier Proteins ,Signal Transduction - Abstract
The identification of activating mutations in NOTCH1 in 50% of T cell acute lymphoblastic leukemia has generated interest in elucidating how these mutations contribute to oncogenic transformation and in targeting the pathway. A phenotypic screen identified compounds that interfere with trafficking of Notch and induce apoptosis via an endoplasmic reticulum (ER) stress mechanism. Target identification approaches revealed a role for SLC39A7 (ZIP7), a zinc transport family member, in governing Notch trafficking and signaling. Generation and sequencing of a compound-resistant cell line identified a V430E mutation in ZIP7 that confers transferable resistance to the compound NVS-ZP7-4. NVS-ZP7-4 altered zinc in the ER, and an analog of the compound photoaffinity labeled ZIP7 in cells, suggesting a direct interaction between the compound and ZIP7. NVS-ZP7-4 is the first reported chemical tool to probe the impact of modulating ER zinc levels and investigate ZIP7 as a novel druggable node in the Notch pathway.
- Published
- 2018
24. TMEM41B is a novel regulator of autophagy and lipid mobilization
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Leon Murphy, Zhao Kang, Zinger Yang, Debora Bonenfant, Isabelle Claerr, Rowena DeJesus, Carsten Russ, Matthias Mueller, Damien Begue, John S. Reece-Hoyes, Christophe Antczak, Alexandra Graff, Christel Genoud, Beat Nyfeler, Jonathan M. Goodwin, Phil Bergman, Gregory R. Hoffman, Stacie Dodgson, Ramnik J. Xavier, David Marcellin, and Francesca Moretti
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0301 basic medicine ,Autophagosome ,Regulator ,Cellular homeostasis ,Autophagy-Related Proteins ,Endoplasmic Reticulum ,Biochemistry ,03 medical and health sciences ,Gene Knockout Techniques ,0302 clinical medicine ,Lipid droplet ,Phagosomes ,CRISPR-Associated Protein 9 ,Genetics ,Autophagy ,Homeostasis ,Humans ,Clustered Regularly Interspaced Short Palindromic Repeats ,News & Views ,Molecular Biology ,Chemistry ,Endoplasmic reticulum ,Scientific Reports ,Fatty Acids ,Lentivirus ,Lipid Mobilization ,Autophagosomes ,Membrane Proteins ,Lipid Droplets ,Transmembrane protein ,Cell biology ,030104 developmental biology ,Lysosomes ,Microtubule-Associated Proteins ,030217 neurology & neurosurgery ,Biogenesis ,HeLa Cells - Abstract
Autophagy maintains cellular homeostasis by targeting damaged organelles, pathogens, or misfolded protein aggregates for lysosomal degradation. The autophagic process is initiated by the formation of autophagosomes, which can selectively enclose cargo via autophagy cargo receptors. A machinery of well-characterized autophagy-related proteins orchestrates the biogenesis of autophagosomes; however, the origin of the required membranes is incompletely understood. Here, we have applied sensitized pooled CRISPR screens and identify the uncharacterized transmembrane protein TMEM41B as a novel regulator of autophagy. In the absence of TMEM41B, autophagosome biogenesis is stalled, LC3 accumulates at WIPI2- and DFCP1-positive isolation membranes, and lysosomal flux of autophagy cargo receptors and intracellular bacteria is impaired. In addition to defective autophagy, TMEM41B knockout cells display significantly enlarged lipid droplets and reduced mobilization and β-oxidation of fatty acids. Immunostaining and interaction proteomics data suggest that TMEM41B localizes to the endoplasmic reticulum (ER). Taken together, we propose that TMEM41B is a novel ER-localized regulator of autophagosome biogenesis and lipid mobilization.
- Published
- 2018
25. Gateway Recombinational Cloning
- Author
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John S. Reece-Hoyes and Albertha J.M. Walhout
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0301 basic medicine ,clone (Java method) ,Computational biology ,Biology ,medicine.disease_cause ,Genome ,General Biochemistry, Genetics and Molecular Biology ,Article ,Bacteriophage ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,medicine ,Escherichia coli ,Cloning, Molecular ,Cloning ,Recombination, Genetic ,biology.organism_classification ,Bacteriophage lambda ,Restriction site ,030104 developmental biology ,chemistry ,Attachment Sites, Microbiological ,030217 neurology & neurosurgery ,DNA ,Recombination - Abstract
The Gateway recombinatorial cloning system was developed for cloning multiple DNA fragments in parallel (e.g., in 96-well formats) in a standardized manner using the same enzymes. Gateway cloning is based on the highly specific integration and excision reactions of bacteriophage λ into and out of the Escherichia coli genome. Because the sites of recombination (“att” sites) are much longer (25–242 bp) than restriction sites, they are extremely unlikely to occur by chance in DNA fragments. Therefore, the same recombination enzyme can be used to robustly clone many different fragments of variable size in parallel reactions.
- Published
- 2018
26. Generating an Open Reading Frame (ORF) Entry Clone and Destination Clone
- Author
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John S. Reece-Hoyes and Albertha J.M. Walhout
- Subjects
0301 basic medicine ,Genetics ,Untranslated region ,Cloning ,Recombination, Genetic ,DNA, Complementary ,Recombinant Fusion Proteins ,Genetic Vectors ,Clone (cell biology) ,Gene Expression ,Biology ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,Open reading frame ,chemistry.chemical_compound ,genomic DNA ,Open Reading Frames ,030104 developmental biology ,chemistry ,Complementary DNA ,Vector (molecular biology) ,Cloning, Molecular ,DNA - Abstract
This protocol describes using the Gateway recombinatorial cloning system to create an Entry clone carrying an open reading frame (ORF) and then to transfer the ORF into a Destination vector. In this example, BP recombination is used to clone an ORF from a cDNA source into the Donor vector pDONR 221. The ORF from the resulting Entry clone is then transferred into the Destination vector pDEST-15; the product (the Destination clone) will express the ORF as an amino-terminal GST-fusion. The technique can be used as a guide for cloning any other DNA fragment of interest—a promoter sequence or 3′ untranslated region (UTR), for example—with substitutions of different genetic material such as genomic DNA, att sites, and vectors as required. The series of constructions and transformations requires 9–15 d, not including time that may be required for sequence confirmation, if desired/necessary.
- Published
- 2018
27. Propagating Gateway Vectors
- Author
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John S. Reece-Hoyes and Albertha J.M. Walhout
- Subjects
0301 basic medicine ,Genetics ,DNA Replication ,Microbial Viability ,030106 microbiology ,Mutant ,Genetic Vectors ,DNA replication ,Biology ,medicine.disease_cause ,Gateway cassette ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,Plasmid ,medicine ,Escherichia coli ,Transformation, Bacterial ,Gene ,Molecular Biology ,Gateway cloning ,Bacterial colony ,Plasmids - Abstract
Generating stocks of Entry and Destination vectors for use in the Gateway recombinatorial cloning system requires transforming them into Escherichia coli strain DB3.1, where they can replicate because this strain is immune to the effects of the ccdB gene carried in the Gateway cassette. However, mutations in the ccdB gene can arise at low frequency, and these mutant plasmids will consequently allow growth of standard cloning strains of E. coli (e.g., DH5α). Therefore, after making new stocks of Gateway plasmids, their ability to grow in cloning strains of E. coli must be tested. This involves obtaining multiple stocks of vector, each arising from a single plasmid grown in a single DB3.1 bacterial colony, and transforming each stock into both DB3.1 and the preferred cloning strain of E. coli in a controlled fashion. Only vector stocks that effectively kill the standard cloning strain (i.e., no or few colonies are obtained after transformation) should be used in Gateway cloning reactions. The sequence can be performed in 3 d.
- Published
- 2018
28. Genome-Scale CRISPR Screening Identifies Novel Human Pluripotent Gene Networks
- Author
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Gregory R. Hoffman, Kathleen A. Worringer, Ranjit Randhawa, Sravya Kommineni, Robert J. Ihry, Gregory McAllister, Marie Sondey, Steven Paula, Ricardo E. Dolmetsch, Zinger Yang, Ajamete Kaykas, Elizabeth Frias, Daniel J. Ho, Joe Raymond, Bob Altshuler, Max R. Salick, Carsten Russ, and John S. Reece-Hoyes
- Subjects
Cas9 ,Somatic cell ,Genome scale ,Gene regulatory network ,CRISPR ,Computational biology ,Stem cell ,Biology ,Induced pluripotent stem cell ,Gene - Abstract
Human pluripotent stem cells (hPSCs) generate a wide variety of disease-relevant cells that can be used to improve the translation of preclinical research. Despite the potential of hPSCs, their use for genetic screening has been limited because of technical challenges. We developed a renewable Cas9/sgRNA-hPSC library where loss-of-function mutations can be induced at will. Our inducible-mutant hPSC library can be used for an unlimited number of genome-wide screens. We screened for novel genes involved in 3 of the fundamental properties of hPSCs: Their ability to self-renew/survive, their capacity to differentiate into somatic cells, and their inability to survive as single-cell clones. We identified a plethora of novel genes with unidentified roles in hPSCs. These results are available as a resource for the community to increase the understanding of both human development and genetics. In the future, our stem cell library approach will be a powerful tool to identify disease-modifying genes.VISUAL ABSTRACT
- Published
- 2018
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29. Genome-wide CRISPR screen for PARKIN regulators reveals transcriptional repression as a determinant of mitophagy
- Author
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Rowena DeJesus, Andreas W. Sailer, Stephen B. Helliwell, Gregory McAllister, John S. Reece-Hoyes, Christophe Crochemore, Florian Nigsch, Carsten Russ, Christoph Potting, Walter Carbone, Matthias Müller, Judith Knehr, Gregory R. Hoffman, Alicia Lindeman, Carole Manneville, Isabel Schmidt, Guglielmo Roma, Francesca Moretti, and Rob Maher
- Subjects
0301 basic medicine ,Ubiquitin-Protein Ligases ,Induced Pluripotent Stem Cells ,Repressor ,PINK1 ,Parkin ,03 medical and health sciences ,0302 clinical medicine ,Cell Line, Tumor ,Mitophagy ,CRISPR ,Humans ,Phosphorylation ,Cells, Cultured ,Regulation of gene expression ,Neurons ,Multidisciplinary ,biology ,Cas9 ,Genome, Human ,Ubiquitin ,Infant, Newborn ,HCT116 Cells ,nervous system diseases ,Ubiquitin ligase ,Cell biology ,Repressor Proteins ,030104 developmental biology ,HEK293 Cells ,Gene Expression Regulation ,SI Correction ,biology.protein ,CRISPR-Cas Systems ,Protein Kinases ,030217 neurology & neurosurgery - Abstract
PARKIN, an E3 ligase mutated in familial Parkinson's disease, promotes mitophagy by ubiquitinating mitochondrial proteins for efficient engagement of the autophagy machinery. Specifically, PARKIN-synthesized ubiquitin chains represent targets for the PINK1 kinase generating phosphoS65-ubiquitin (pUb), which constitutes the mitophagy signal. Physiological regulation of PARKIN abundance, however, and the impact on pUb accumulation are poorly understood. Using cells designed to discover physiological regulators of PARKIN abundance, we performed a pooled genome-wide CRISPR/Cas9 knockout screen. Testing identified genes individually resulted in a list of 53 positive and negative regulators. A transcriptional repressor network including THAP11 was identified and negatively regulates endogenous PARKIN abundance. RNAseq analysis revealed the PARKIN-encoding locus as a prime THAP11 target, and THAP11 CRISPR knockout in multiple cell types enhanced pUb accumulation. Thus, our work demonstrates the critical role of PARKIN abundance, identifies regulating genes, and reveals a link between transcriptional repression and mitophagy, which is also apparent in human induced pluripotent stem cell-derived neurons, a disease-relevant cell type.
- Published
- 2017
30. p53 inhibits CRISPR-Cas9 engineering in human pluripotent stem cells
- Author
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Elizabeth Frias, Carsten Russ, Sravya Kommineni, Robert J. Ihry, William C. Forrester, Marie Sondey, Kraig M. Theriault, Chaoyang Ye, Ajamete Kaykas, Daniel J. Ho, Ricardo E. Dolmetsch, Kathleen A. Worringer, Max R. Salick, Gregory R. Hoffman, Gregory McAllister, Tripti Kulkarni, Julie Chen, Zinger Yang, Ranjit Randhawa, and John S. Reece-Hoyes
- Subjects
0301 basic medicine ,Cyclin-Dependent Kinase Inhibitor p21 ,Pluripotent Stem Cells ,Transcription, Genetic ,Biology ,Genome ,General Biochemistry, Genetics and Molecular Biology ,Genome engineering ,03 medical and health sciences ,CRISPR-Associated Protein 9 ,CRISPR ,Humans ,DNA Breaks, Double-Stranded ,RNA, Messenger ,fas Receptor ,Induced pluripotent stem cell ,Cas9 ,Gene targeting ,General Medicine ,Embryonic stem cell ,Cell biology ,030104 developmental biology ,Stem cell ,CRISPR-Cas Systems ,Tumor Suppressor Protein p53 ,Genetic Engineering ,Gene Deletion ,RNA, Guide, Kinetoplastida - Abstract
CRISPR/Cas9 has revolutionized our ability to engineer genomes and conduct genome-wide screens in human cells1–3. Whereas some cell types are amenable to genome engineering, genomes of human pluripotent stem cells (hPSCs) have been difficult to engineer, with reduced efficiencies relative to tumour cell lines or mouse embryonic stem cells3–13. Here, using hPSC lines with stable integration of Cas9 or transient delivery of Cas9-ribonucleoproteins (RNPs), we achieved an average insertion or deletion (indel) efficiency greater than 80%. This high efficiency of indel generation revealed that double-strand breaks (DSBs) induced by Cas9 are toxic and kill most hPSCs. In previous studies, the toxicity of Cas9 in hPSCs was less apparent because of low transfection efficiency and subsequently low DSB induction 3 . The toxic response to DSBs was P53/TP53-dependent, such that the efficiency of precise genome engineering in hPSCs with a wild-type P53 gene was severely reduced. Our results indicate that Cas9 toxicity creates an obstacle to the high-throughput use of CRISPR/Cas9 for genome engineering and screening in hPSCs. Moreover, as hPSCs can acquire P53 mutations 14 , cell replacement therapies using CRISPR/Cas9-enginereed hPSCs should proceed with caution, and such engineered hPSCs should be monitored for P53 function.
- Published
- 2017
31. P53 toxicity is a hurdle to CRISPR/CAS9 screening and engineering in human pluripotent stem cells
- Author
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Elizabeth Frias, Sravya Kommineni, Robert J. Ihry, William C. Forrester, Gregory R. Hoffman, Zinger Yang, Julie Chen, John S. Reece-Hoyes, Kraig M. Theriault, Ricardo E. Dolmetsch, Kathleen A. Worringer, Ranjit Randhawa, Gregory McAllister, Chaoyang Ye, Ajamete Kaykas, Marie Sondey, Daniel J. Ho, Carsten Russ, Max R. Salick, and Tripti Kulkarni
- Subjects
Genetics ,Cell type ,Cas9 ,Cell culture ,Toxicity ,CRISPR ,Biology ,Tp53 mutation ,Induced pluripotent stem cell ,Function (biology) ,Cell biology - Abstract
SUMMARYCRISPR/Cas9 has revolutionized our ability to engineer genomes and to conduct genome-wide screens in human cells. While some cell types are easily modified with Cas9, human pluripotent stem cells (hPSCs) poorly tolerate Cas9 and are difficult to engineer. Using a stable Cas9 cell line or transient delivery of ribonucleoproteins (RNPs) we achieved an average insertion or deletion efficiency greater than 80%. This high efficiency made it apparent that double strand breaks (DSBs) induced by Cas9 are toxic and kill most treated hPSCs. Cas9 toxicity creates an obstacle to the high-throughput use CRISPR/Cas9 for genome-engineering and screening in hPSCs. We demonstrated the toxic response istp53-dependent and the toxic effect oftp53severely reduces the efficiency of precise genome-engineering in hPSCs. Our results highlight that CRISPR-based therapies derived from hPSCs should proceed with caution. Following engineering, it is critical to monitor fortp53function, especially in hPSCs which spontaneously acquiretp53mutations.
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- 2017
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32. TRRAP is a central regulator of human multiciliated cell formation
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Carsten Russ, Nicole A. Renaud, John S. Reece-Hoyes, Guglielmo Roma, Rob Maher, Gregory R. Hoffman, Zinger Yang, Angelica D. Pessotti, Walter Carbone, Nadire Cochran, Rayman Choo-Wing, Lindsey W. Plasschaert, Shivani Aryal, Aron B. Jaffe, Alicia Lindeman, Nathaniel D. Kirkpatrick, Zhao Wang, and Gregory McAllister
- Subjects
0301 basic medicine ,Cell type ,Xenopus ,Cell Cycle Proteins ,Cell Line ,Epigenesis, Genetic ,Small hairpin RNA ,03 medical and health sciences ,Report ,Humans ,Cell Lineage ,Cilia ,Receptor, Notch2 ,Progenitor cell ,RNA, Small Interfering ,Transcription factor ,Zebrafish ,Lung ,Research Articles ,Adaptor Proteins, Signal Transducing ,Regulation of gene expression ,biology ,food and beverages ,Nuclear Proteins ,Epithelial Cells ,Forkhead Transcription Factors ,Cell Biology ,biology.organism_classification ,Cell biology ,030104 developmental biology ,Gene Expression Regulation ,Motile cilium ,Signal Transduction ,Transcription Factors - Abstract
Multiciliated cells (MCCs) function to promote directional fluid flow across epithelial tissues. Wang et al. show that TRRAP, a component of multiple histone acetyltransferase complexes, is required for airway MCC formation and regulates a network of genes involved in MCC differentiation and function., The multiciliated cell (MCC) is an evolutionarily conserved cell type, which in vertebrates functions to promote directional fluid flow across epithelial tissues. In the conducting airway, MCCs are generated by basal stem/progenitor cells and act in concert with secretory cells to perform mucociliary clearance to expel pathogens from the lung. Studies in multiple systems, including Xenopus laevis epidermis, murine trachea, and zebrafish kidney, have uncovered a transcriptional network that regulates multiple steps of multiciliogenesis, ultimately leading to an MCC with hundreds of motile cilia extended from their apical surface, which beat in a coordinated fashion. Here, we used a pool-based short hairpin RNA screening approach and identified TRRAP, an essential component of multiple histone acetyltransferase complexes, as a central regulator of MCC formation. Using a combination of immunofluorescence, signaling pathway modulation, and genomic approaches, we show that (a) TRRAP acts downstream of the Notch2-mediated basal progenitor cell fate decision and upstream of Multicilin to control MCC differentiation; and (b) TRRAP binds to the promoters and regulates the expression of a network of genes involved in MCC differentiation and function, including several genes associated with human ciliopathies.
- Published
- 2017
33. Identification of a novel NAMPT inhibitor by CRISPR/Cas9 chemogenomic profiling in mammalian cells
- Author
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Chantale T. Guy, Markus Schirle, Bertran Gerrits, David Estoppey, Xuewen Pan, Jason R. Thomas, Malini Varadarajan, Annick Waldt, Gregory McAllister, Jeffrey Hewett, Kevin Xie, Nadire Ramadan, Sven Schuierer, Guglielmo Roma, Judith Knehr, Elizabeth Frias, Qiong Wang, Zinger Yang, Tewis Bouwmeester, Alicia Lindeman, John S. Reece-Hoyes, Walter Carbone, Edmund Harrington, Dominic Hoepfner, Carsten Russ, Xin Chen, Rachel Cuttat, and Gregory R. Hoffman
- Subjects
0301 basic medicine ,Induced Pluripotent Stem Cells ,Nicotinamide phosphoribosyltransferase ,Computational biology ,Biology ,Chemical genetics ,Article ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Target identification ,Drug Discovery ,medicine ,Humans ,CRISPR ,Enzyme Inhibitors ,Nicotinamide Phosphoribosyltransferase ,Induced pluripotent stem cell ,Cells, Cultured ,Genetics ,Multidisciplinary ,Drug discovery ,Cas9 ,Gene deletion ,Pharmacogenomic Testing ,030104 developmental biology ,Mechanism of action ,chemistry ,030220 oncology & carcinogenesis ,CRISPR-Cas Systems ,medicine.symptom ,Gene Deletion - Abstract
Scientific Reports, 7, ISSN:2045-2322
- Published
- 2017
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34. Multidimensional pooled shRNA screens in human THP-1 cells identify candidate modulators of macrophage polarization
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Tanushree Phadke, Marie-Gabrielle Ludwig, Barna D. Fodor, Florian Nigsch, John S. Reece-Hoyes, Anke Thiemeyer, Ieuan Clay, Caroline Gubser Keller, Birgit Baumgarten, Dirk Schübeler, Cyril Allard, Gregory R. Hoffman, Tewis Bouwmeester, Mathias Frederiksen, Romain Gambert, Ewa Surdziel, and Klaus Seuwen
- Subjects
0301 basic medicine ,Candidate gene ,Genetic Screens ,Gene Identification and Analysis ,Gene Expression ,lcsh:Medicine ,Suppressor Genes ,Monocytes ,Small hairpin RNA ,White Blood Cells ,Spectrum Analysis Techniques ,Animal Cells ,Medicine and Health Sciences ,Macrophage ,RNA, Small Interfering ,lcsh:Science ,Tissue homeostasis ,Genetics ,Multidisciplinary ,Reverse Transcriptase Polymerase Chain Reaction ,Cell Polarity ,Flow Cytometry ,Chromatin ,Spectrophotometry ,Cytophotometry ,Cellular Types ,Research Article ,Immune Cells ,Immunology ,Macrophage polarization ,Computational biology ,Library Screening ,Biology ,Real-Time Polymerase Chain Reaction ,Research and Analysis Methods ,Models, Biological ,03 medical and health sciences ,Gene Types ,Cell Line, Tumor ,Humans ,Gene Regulation ,Molecular Biology Techniques ,Molecular Biology ,Molecular Biology Assays and Analysis Techniques ,Innate immune system ,Blood Cells ,Macrophages ,lcsh:R ,Biology and Life Sciences ,Cell Biology ,030104 developmental biology ,Regulator Genes ,lcsh:Q ,Genetic screen - Abstract
Macrophages are key cell types of the innate immune system regulating host defense, inflammation, tissue homeostasis and cancer. Within this functional spectrum diverse and often opposing phenotypes are displayed which are dictated by environmental clues and depend on highly plastic transcriptional programs. Among these the 'classical' (M1) and 'alternative' (M2) macrophage polarization phenotypes are the best characterized. Understanding macrophage polarization in humans may reveal novel therapeutic intervention possibilities for chronic inflammation, wound healing and cancer. Systematic loss of function screening in human primary macrophages is limited due to lack of robust gene delivery methods and limited sample availability. To overcome these hurdles we developed cell-autonomous assays using the THP-1 cell line allowing genetic screens for human macrophage phenotypes. We screened 648 chromatin and signaling regulators with a pooled shRNA library for M1 and M2 polarization modulators. Validation experiments confirmed the primary screening results and identified OGT (O-linked N-acetylglucosamine (GlcNAc) transferase) as a novel mediator of M2 polarization in human macrophages. Our approach offers a possible avenue to utilize comprehensive genetic tools to identify novel candidate genes regulating macrophage polarization in humans.
- Published
- 2017
35. YAP, but Not RSPO-LGR4/5, Signaling in Biliary Epithelial Cells Promotes a Ductular Reaction in Response to Liver Injury
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Florian Nigsch, Lapo Morelli, Zinger Yang, Tianliang Sun, Maryam Syed, Linda E. Greenbaum, Guglielmo Roma, John S. Reece-Hoyes, Jan S. Tchorz, Luigi Terracciano, Thomas B. Nicholson, Andreas W. Sailer, Caroline Gubser Keller, Lara Planas-Paz, Nadire Cochran, Sven Schuierer, Tewis Bouwmeester, Yi Yang, Carlos M. Cobos, Jesse J. Lugus, Annick Waldt, Vanessa Orsini, John Alford, Jasna Jetzer, Xiaohong Mao, Philipp S. Hoppe, Frederic Sigoillot, Wibke Schwarzer, Monika Pikiolek, Nicole Carballido-Perrig, Gregory McAllister, Carsten Russ, Feng Cong, Sebastian Bergling, Le Zhang, Gregory R. Hoffman, Marilisa Neri, Rachel Cuttat, and Bernd Kinzel
- Subjects
Liver injury ,0303 health sciences ,LGR5 ,Wnt signaling pathway ,Liver Stem Cell ,Cell Biology ,Biology ,medicine.disease ,Liver regeneration ,Cell biology ,03 medical and health sciences ,0302 clinical medicine ,Downregulation and upregulation ,Genetics ,medicine ,AXIN2 ,Molecular Medicine ,Signal transduction ,030217 neurology & neurosurgery ,030304 developmental biology - Abstract
Summary Biliary epithelial cells (BECs) form bile ducts in the liver and are facultative liver stem cells that establish a ductular reaction (DR) to support liver regeneration following injury. Liver damage induces periportal LGR5+ putative liver stem cells that can form BEC-like organoids, suggesting that RSPO-LGR4/5-mediated WNT/β-catenin activity is important for a DR. We addressed the roles of this and other signaling pathways in a DR by performing a focused CRISPR-based loss-of-function screen in BEC-like organoids, followed by in vivo validation and single-cell RNA sequencing. We found that BECs lack and do not require LGR4/5-mediated WNT/β-catenin signaling during a DR, whereas YAP and mTORC1 signaling are required for this process. Upregulation of AXIN2 and LGR5 is required in hepatocytes to enable their regenerative capacity in response to injury. Together, these data highlight heterogeneity within the BEC pool, delineate signaling pathways involved in a DR, and clarify the identity and roles of injury-induced periportal LGR5+ cells.
- Published
- 2019
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36. Genome-Scale CRISPR Screens Identify Human Pluripotency-Specific Genes
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Max R. Salick, Carsten Russ, Sravya Kommineni, Ranjit Randhawa, Robert J. Ihry, Gregory R. Hoffman, John S. Reece-Hoyes, Marie Sondey, Elizabeth Frias, Kathleen A. Worringer, Beata Henry, Robert C. Altshuler, Gregory McAllister, Qiong Wang, Joe Raymond, Zinger Yang, Daniel J. Ho, Chaoyang Ye, Ajamete Kaykas, Steven Paula, and Ricardo E. Dolmetsch
- Subjects
Pluripotent Stem Cells ,0301 basic medicine ,Cell type ,Genome ,Cas9 ,Mutant ,Genome scale ,Computational biology ,Biology ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,Preclinical research ,030104 developmental biology ,0302 clinical medicine ,lcsh:Biology (General) ,Humans ,CRISPR ,Genetic Testing ,CRISPR-Cas Systems ,Induced pluripotent stem cell ,lcsh:QH301-705.5 ,Gene ,030217 neurology & neurosurgery - Abstract
Summary: Human pluripotent stem cells (hPSCs) generate a variety of disease-relevant cells that can be used to improve the translation of preclinical research. Despite the potential of hPSCs, their use for genetic screening has been limited by technical challenges. We developed a scalable and renewable Cas9 and sgRNA-hPSC library in which loss-of-function mutations can be induced at will. Our inducible mutant hPSC library can be used for multiple genome-wide CRISPR screens in a variety of hPSC-induced cell types. As proof of concept, we performed three screens for regulators of properties fundamental to hPSCs: their ability to self-renew and/or survive (fitness), their inability to survive as single-cell clones, and their capacity to differentiate. We identified the majority of known genes and pathways involved in these processes, as well as a plethora of genes with unidentified roles. This resource will increase the understanding of human development and genetics. This approach will be a powerful tool to identify disease-modifying genes and pathways. : Ihry et al. develop a CRISPR/Cas9 genetic screening platform for hPSCs that enables unbiased genome-scale genetic screening. The platform exhibits high performance and accurately detects the dropout of essential genes. Furthermore, proof-of-concept screens exploit hPSC-specific phenotypes to identify regulators of fitness, survival after single-cell dissociation, and pluripotency. Keywords: CRISPR genome-wide screening, human pluripotent stem cells, iPSC, hESC, PAWR, PMAIP1, DDR
- Published
- 2019
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37. Transcription factor binding to Caenorhabditis elegans first introns reveals lack of redundancy with gene promoters
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Juan I. Fuxman Bass, Alex M. Tamburino, John S. Reece-Hoyes, Albertha J.M. Walhout, Akihiro Mori, Nathan Beittel, and Matthew T. Weirauch
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Regulation of gene expression ,Genetics ,Intron ,Promoter ,Gene Regulation, Chromatin and Epigenetics ,Biology ,biology.organism_classification ,Introns ,Gene Expression Regulation ,Regulatory sequence ,Multigene Family ,Animals ,Gene Regulatory Networks ,Caenorhabditis elegans ,Promoter Regions, Genetic ,Gene ,Transcription factor ,Chromatin immunoprecipitation ,Transcription Factors - Abstract
Gene expression is controlled through the binding of transcription factors (TFs) to regulatory genomic regions. First introns are longer than other introns in multiple eukaryotic species and are under selective constraint. Here we explore the importance of first introns in TF binding in the nematode Caenorhabditis elegans by combining computational predictions and experimentally derived TF-DNA interaction data. We found that first introns of C. elegans genes, particularly those for families enriched in long first introns, are more conserved in length, have more conserved predicted TF interactions and are bound by more TFs than other introns. We detected a significant positive correlation between first intron size and the number of TF interactions obtained from chromatin immunoprecipitation assays or determined by yeast one-hybrid assays. TFs that bind first introns are largely different from those binding promoters, suggesting that the different interactions are complementary rather than redundant. By combining first intron and promoter interactions, we found that genes that share a large fraction of TF interactions are more likely to be co-expressed than when only TF interactions with promoters are considered. Altogether, our data suggest that C. elegans gene regulation may be additive through the combined effects of multiple regulatory regions.
- Published
- 2013
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38. Gene-Centered Yeast One-Hybrid Assays
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John S. Reece-Hoyes, Juan I. Fuxman Bass, and Albertha J.M. Walhout
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0301 basic medicine ,Regulation of gene expression ,Saccharomyces cerevisiae ,fungi ,Promoter ,Context (language use) ,Computational biology ,Biology ,biology.organism_classification ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,Multicellular organism ,030104 developmental biology ,Gene Expression Regulation, Fungal ,Two-Hybrid System Techniques ,Enhancer ,DNA, Fungal ,Gene ,Transcription factor ,Protein Binding ,Transcription Factors - Abstract
An important question when studying gene regulation is which transcription factors (TFs) interact with which cis-regulatory elements, such as promoters and enhancers. Addressing this issue in complex multicellular organisms is challenging as several hundreds of TFs and thousands of regulatory elements must be considered in the context of different tissues and physiological conditions. Yeast one-hybrid (Y1H) assays provide a powerful “gene-centered” method to identify the TFs that can bind a DNA sequence of interest. In this introduction, we describe the basic principles of the Y1H assay and its advantages and disadvantages and briefly discuss how it is complementary to “TF-centered” methods that identify protein–DNA interactions for a known protein of interest.
- Published
- 2016
39. Author response: Functional CRISPR screening identifies the ufmylation pathway as a regulator of SQSTM1/p62
- Author
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Zuncai Wang, Walter Carbone, Jennifer Kelliher, Rowena DeJesus, Guglielmo Roma, John S. Reece-Hoyes, Aylwin Ng, Francesca Moretti, Craig Mickanin, Phil Bergman, Alicia Lindeman, Shanming Liu, Gregory R. Hoffman, John Alford, Martin Beibel, Beat Nyfeler, Leon Murphy, Carsten Russ, John A. Tallarico, Gregory McAllister, Judith Knehr, Ramnik J. Xavier, Elizabeth Frias, and Jeffery A. Porter
- Subjects
Regulator ,CRISPR ,Computational biology ,Biology - Published
- 2016
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- View/download PDF
40. Functional CRISPR screening identifies the ufmylation pathway as a regulator of SQSTM1/p62
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Craig Mickanin, Gregory R. Hoffman, Jeffery A. Porter, Guglielmo Roma, Carsten Russ, Gregory McAllister, Walter Carbone, John A. Tallarico, Beat Nyfeler, Zuncai Wang, Jennifer Kelliher, Francesca Moretti, Ramnik J. Xavier, Leon Murphy, John S. Reece-Hoyes, John Alford, Phil Bergman, Alicia Lindeman, Elizabeth Frias, Shanming Liu, Rowena DeJesus, Judith Knehr, Martin Beibel, and Aylwin Ng
- Subjects
0301 basic medicine ,Cell signaling ,autophagy ,QH301-705.5 ,Science ,Regulator ,Computational biology ,Biology ,Biochemistry ,General Biochemistry, Genetics and Molecular Biology ,Cell Line ,03 medical and health sciences ,Genome editing ,RNA interference ,Sequestosome-1 Protein ,CRISPR ,Humans ,Clustered Regularly Interspaced Short Palindromic Repeats ,SQSTM1 ,Genetic Testing ,Biology (General) ,Genetics ,CRISPR interference ,General Immunology and Microbiology ,General Neuroscience ,TOR Serine-Threonine Kinases ,Signal transducing adaptor protein ,Proteins ,General Medicine ,Cell Biology ,Flow Cytometry ,Tools and Resources ,030104 developmental biology ,Gene Expression Regulation ,Gene Targeting ,Unfolded protein response ,Medicine ,ER stress ,Protein Processing, Post-Translational ,Signal Transduction ,Human - Abstract
SQSTM1 is an adaptor protein that integrates multiple cellular signaling pathways and whose expression is tightly regulated at the transcriptional and post-translational level. Here, we describe a forward genetic screening paradigm exploiting CRISPR-mediated genome editing coupled to a cell selection step by FACS to identify regulators of SQSTM1. Through systematic comparison of pooled libraries, we show that CRISPR is superior to RNAi in identifying known SQSTM1 modulators. A genome-wide CRISPR screen exposed MTOR signalling and the entire macroautophagy machinery as key regulators of SQSTM1 and identified several novel modulators including HNRNPM, SLC39A14, SRRD, PGK1 and the ufmylation cascade. We show that ufmylation regulates SQSTM1 by eliciting a cell type-specific ER stress response which induces SQSTM1 expression and results in its accumulation in the cytosol. This study validates pooled CRISPR screening as a powerful method to map the repertoire of cellular pathways that regulate the fate of an individual target protein. DOI: http://dx.doi.org/10.7554/eLife.17290.001
- Published
- 2016
41. Enhanced yeast one-hybrid assays for high-throughput gene-centered regulatory network mapping
- Author
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Sreenath Kadreppa, Chad L. Myers, John S. Reece-Hoyes, Shaleen Shrestha, Albertha J.M. Walhout, Job Dekker, Bryan R. Lajoie, Colin Pesyna, Amanda Kent, and Alos Diallo
- Subjects
Genetics ,0303 health sciences ,biology ,ved/biology ,Systems biology ,ved/biology.organism_classification_rank.species ,Gene regulatory network ,Genomics ,Cell Biology ,biology.organism_classification ,Biochemistry ,03 medical and health sciences ,0302 clinical medicine ,Transcription (biology) ,Model organism ,Molecular Biology ,Gene ,Transcription factor ,030217 neurology & neurosurgery ,Caenorhabditis elegans ,030304 developmental biology ,Biotechnology - Abstract
The authors describe the enhanced yeast one-hybrid platform for large-scale screening of protein-DNA interactions and test its performance by mapping Caenorhabditis elegans gene regulatory networks. Also in this issue, Hens et al. describe an alternative platform for this purpose and apply it to screen for transcription factor–DNA interactions in Drosophila melanogaster. A major challenge in systems biology is to understand the gene regulatory networks that drive development, physiology and pathology. Interactions between transcription factors and regulatory genomic regions provide the first level of gene control. Gateway-compatible yeast one-hybrid (Y1H) assays present a convenient method to identify and characterize the repertoire of transcription factors that can bind a DNA sequence of interest. To delineate genome-scale regulatory networks, however, large sets of DNA fragments need to be processed at high throughput and high coverage. Here we present enhanced Y1H (eY1H) assays that use a robotic mating platform with a set of improved Y1H reagents and automated readout quantification. We demonstrate that eY1H assays provide excellent coverage and identify interacting transcription factors for multiple DNA fragments in a short time. eY1H assays will be an important tool for mapping gene regulatory networks in Caenorhabditis elegans and other model organisms as well as in humans.
- Published
- 2011
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42. Identification of ICAT as an APC Inhibitor, Revealing Wnt-Dependent Inhibition of APC-Axin Interaction
- Author
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Feng Cong, John S. Reece-Hoyes, Carsten Russ, Zinger Yang, Zhizhi Wang, Wenqing Xu, Bo Lu, and Lei Ji
- Subjects
0301 basic medicine ,biology ,APC inhibitor ,Protein Stability ,Adenomatous polyposis coli ,Core component ,Adenomatous Polyposis Coli Protein ,Transcription Factor 7-Like 1 Protein ,Intracellular Signaling Peptides and Proteins ,Wnt signaling pathway ,macromolecular substances ,Cell Biology ,Cell biology ,03 medical and health sciences ,030104 developmental biology ,Axin Protein ,biology.protein ,Humans ,CRISPR ,Protein Interaction Domains and Motifs ,Wnt Signaling Pathway ,Molecular Biology ,beta Catenin ,Function (biology) ,Adaptor Proteins, Signal Transducing - Abstract
Adenomatous polyposis coli (APC) and Axin are core components of the β-catenin destruction complex. How APC's function is regulated and whether Wnt signaling influences the direct APC-Axin interaction to inhibit the β-catenin destruction complex is not clear. Through a CRISPR screen of β-catenin stability, we have identified ICAT, a polypeptide previously known to block β-catenin-TCF interaction, as a natural inhibitor of APC. ICAT blocks β-catenin-APC interaction and prevents β-catenin-mediated APC-Axin interaction, enhancing stabilization of β-catenin in cells harboring truncated APC or stimulated with Wnt, but not in cells deprived of a Wnt signal. Using ICAT as a tool to disengage β-catenin-mediated APC-Axin interaction, we demonstrate that Wnt quickly inhibits the direct interaction between APC and Axin. Our study highlights an important scaffolding function of β-catenin in the assembly of the destruction complex and suggests Wnt-inhibited APC-Axin interaction as a mechanism of Wnt-dependent inhibition of the destruction complex.
- Published
- 2018
- Full Text
- View/download PDF
43. Identifying Interactors from an Activation Domain Prey Library
- Author
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John S. Reece-Hoyes and Albertha J.M. Walhout
- Subjects
0301 basic medicine ,clone (Java method) ,Genetics ,lac operon ,Yeast strain ,Biology ,General Biochemistry, Genetics and Molecular Biology ,DNA sequencing ,Yeast ,Insert (molecular biology) ,03 medical and health sciences ,030104 developmental biology ,Plasmid ,Genes, Reporter ,Two-Hybrid System Techniques ,Yeasts ,URA3 ,DNA, Fungal - Abstract
In yeast hybrid assays, the process of identifying preys that interact with the bait of interest involves several steps. First, in this protocol, the bait yeast strain is transformed with a library of activation domain (AD)-prey clones and plated on selective media containing 3-aminotriazole (3AT). This selects transformants containing an AD-prey clone that induces HIS3 reporter expression. Second, these “HIS-positive” colonies are analyzed for LacZ induction (and, optionally, URA3 induction in yeast two-hybrid (Y2H) assays). Third, yeast PCR is used on these “double-positive” colonies to amplify the insert from the AD-prey plasmid. Fourth, some of this PCR product is used to perform a gap-repair retest to confirm the interaction in fresh bait-strain yeast, and the remainder is used for DNA sequencing to determine prey identity for those that successfully retest. Finally, interactions are carefully examined to filter out likely false-positive interactions. This protocol takes 20–43 d plus sequence confirmation to complete.
- Published
- 2018
- Full Text
- View/download PDF
44. Generating Yeast Two-Hybrid Bait Strains
- Author
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John S. Reece-Hoyes and Albertha J.M. Walhout
- Subjects
0301 basic medicine ,clone (Java method) ,Fragment (computer graphics) ,Two-hybrid screening ,Computational biology ,Biology ,Polymerase Chain Reaction ,General Biochemistry, Genetics and Molecular Biology ,Yeast ,Open Reading Frames ,03 medical and health sciences ,Open reading frame ,chemistry.chemical_compound ,030104 developmental biology ,0302 clinical medicine ,chemistry ,Two-Hybrid System Techniques ,Yeasts ,A-DNA ,DNA, Fungal ,030217 neurology & neurosurgery ,DNA ,DNA Primers ,Sequence (medicine) - Abstract
Generating DNA-binding domain (DB)-bait strains for Gateway-compatible yeast two-hybrid (Y2H) screens involves three steps. The first is to generate an Entry clone containing a DNA fragment encoding the protein of interest (e.g., an open reading frame, ORF). The second is to transfer this DNA fragment from the Entry clone to the Y2H Destination vector, pDEST32. The final step is to transform this construct into the Y2H yeast strain, MaV103. This protocol takes 24–37 d plus sequence confirmation, if necessary, to complete.
- Published
- 2018
- Full Text
- View/download PDF
45. Gateway-Compatible Yeast One-Hybrid and Two-Hybrid Assays
- Author
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John S. Reece-Hoyes and Albertha J.M. Walhout
- Subjects
0301 basic medicine ,Background information ,Genetic method ,Immunoprecipitation ,Gateway (computer program) ,Computational biology ,Biology ,General Biochemistry, Genetics and Molecular Biology ,Yeast ,Fungal Proteins ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,0302 clinical medicine ,chemistry ,Two-Hybrid System Techniques ,Yeasts ,DNA, Fungal ,Transcription factor ,Chromatin immunoprecipitation ,030217 neurology & neurosurgery ,DNA - Abstract
In the first section of this introduction, we provide background information for yeast two-hybrid (Y2H) assays that provide a genetic method for the identification and analysis of binary protein–protein interactions and that are complementary to biochemical methods such as immunoprecipitation. In the second section, we discuss yeast one-hybrid (Y1H) assays that provide a “gene-centered” (DNA-to-protein) genetic method to identify and study protein–DNA interactions between cis-regulatory elements and transcription factors (TFs). This method is complementary to “TF-centered” (protein-to-DNA) biochemical methods such as chromatin immunoprecipitation.
- Published
- 2018
- Full Text
- View/download PDF
46. High-Efficiency Yeast Transformation
- Author
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John S. Reece-Hoyes and Albertha J.M. Walhout
- Subjects
Transformation (genetics) ,chemistry.chemical_compound ,chemistry ,Computer science ,Two-Hybrid System Techniques ,Fungal genetics ,Saccharomyces cerevisiae ,Computational biology ,DNA, Fungal ,General Biochemistry, Genetics and Molecular Biology ,DNA ,Yeast ,Domain (software engineering) - Abstract
High-efficiency yeast transformation is used for integrations into YM4271 (yeast one-hybrid (Y1H) DNA-bait generation), for transforming libraries of activation domain (AD)-prey clones into Y1H and yeast two-hybrid (Y2H)-bait strains, and for gap repair. The protocol takes 2 d to complete.
- Published
- 2018
- Full Text
- View/download PDF
47. Generating Yeast One-Hybrid DNA-Bait Strains
- Author
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John S. Reece-Hoyes and Albertha J.M. Walhout
- Subjects
0301 basic medicine ,Fungal genetics ,lac operon ,Promoter ,Computational biology ,Yeast strain ,Biology ,Polymerase Chain Reaction ,Genome ,General Biochemistry, Genetics and Molecular Biology ,Yeast ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,0302 clinical medicine ,chemistry ,Two-Hybrid System Techniques ,Yeasts ,Cloning, Molecular ,DNA, Fungal ,030217 neurology & neurosurgery ,Gateway cloning ,DNA ,DNA Primers - Abstract
Generating DNA-bait strains for gateway-compatible yeast one-hybrid (Y1H) screens involves three steps. The first is to generate an Entry clone containing the DNA-bait of interest. Gateway cloning is used to clone larger baits, such as promoters, into pDONR-P4-P1R. (An alternative set of steps is also presented in this protocol that describes the creation of Entry clones by annealing primers and performing conventional ligation into pMW#5—a strategy best suited for smaller DNA-baits up to 100 bp.) The second is to transfer this DNA-bait from the Entry clone to the two Y1H reporter Destination vectors, pMW#2 (HIS3) and pMW#3 (LacZ). A two-step process is used because Entry clones generate a versatile resource that can be used for transfer of DNA-baits into a variety of vectors, for instance, upstream of the green fluorescent protein-encoding ORF to study spatiotemporal expression patterns. The final step is to integrate the HIS3 and LacZ reporter constructs into the genome of the Y1H yeast strain, YM4271. The entire process takes 24–32 d, plus sequence confirmation if necessary.
- Published
- 2018
- Full Text
- View/download PDF
48. Using Multisite LR Cloning to Generate a Destination Clone
- Author
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John S. Reece-Hoyes and Albertha J.M. Walhout
- Subjects
Recombination, Genetic ,0301 basic medicine ,clone (Java method) ,Cloning ,Fragment (computer graphics) ,Genetic Vectors ,Computational biology ,Biology ,Article ,General Biochemistry, Genetics and Molecular Biology ,Green fluorescent protein ,Open Reading Frames ,03 medical and health sciences ,Open reading frame ,chemistry.chemical_compound ,030104 developmental biology ,Plasmid ,chemistry ,Vector (molecular biology) ,Cloning, Molecular ,Promoter Regions, Genetic ,DNA ,Plasmids - Abstract
This protocol describes using the Gateway recombinatorial cloning system to simultaneously transfer a promoter and an open reading frame (ORF) from two different Entry clones into the same Destination vector using LR enzymes. A multisite cloning reaction transfers the inserts from multiple Entry clones into a single Destination vector. This type of recombination is much less efficient than transferring a single DNA fragment; however, the variety of Destination clones that can be generated in this manner is vast. In this example protocol, we describe using pDEST-MB14 to make a Destination clone that features a promoter fragment fused upstream to an ORF that is cloned in-frame with a carboxy-terminal green fluorescent protein (GFP) moiety encoded by the plasmid backbone. This method can be used as a guide for other multisite cloning reactions.
- Published
- 2018
- Full Text
- View/download PDF
49. The C. elegans Snail homolog CES-1 can activate gene expression in vivo and share targets with bHLH transcription factors
- Author
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Ryan B. Smit, Julia Hatzold, Barbara Conradt, Jeb Gaudet, Patricia A. Pope, H. Efsun Arda, M. Inmaculada Barrasa, John S. Reece-Hoyes, Albertha J.M. Walhout, and Bart Deplancke
- Subjects
Transcriptional Activation ,Repressor ,Gene Regulation, Chromatin and Epigenetics ,DNA-binding protein ,03 medical and health sciences ,0302 clinical medicine ,Transcription (biology) ,Gene expression ,Basic Helix-Loop-Helix Transcription Factors ,Genetics ,Animals ,natural sciences ,Regulatory Elements, Transcriptional ,Caenorhabditis elegans ,Caenorhabditis elegans Proteins ,Promoter Regions, Genetic ,Transcription factor ,Gene ,030304 developmental biology ,Regulation of gene expression ,0303 health sciences ,Binding Sites ,biology ,fungi ,biology.organism_classification ,3. Good health ,DNA-Binding Proteins ,Pharynx ,030217 neurology & neurosurgery ,Transcription Factors - Abstract
Snail-type transcription factors (TFs) are found in numerous metazoan organisms and function in a plethora of cellular and developmental processes including mesoderm and neuronal development, apoptosis and cancer. So far, Snail-type TFs are exclusively known as transcriptional repressors. They repress gene expression by recruiting transcriptional co-repressors and/or by preventing DNA binding of activators from the basic helix-loop-helix (bHLH) family of TFs to CAGGTG E-box sequences. Here we report that the Caenorhabditis elegans Snail-type TF CES-1 can activate transcription in vivo. Moreover, we provide results that suggest that CES-1 can share its binding site with bHLH TFs, in different tissues, rather than only occluding bHLH DNA binding. Together, our data indicate that there are at least two types of CES-1 target genes and, therefore, that the molecular function of Snail-type TFs is more plastic than previously appreciated.
- Published
- 2009
- Full Text
- View/download PDF
50. Matrix and Steiner-triple-system smart pooling assays for high-performance transcription regulatory network mapping
- Author
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Lynn Doucette-Stamm, Natalia J. Martinez, Christian A. Grove, John S. Reece-Hoyes, Albertha J.M. Walhout, M. Inmaculada Barrasa, Michael R. Brent, Reynaldo Sequerra, H. Efsun Arda, Vanessa Vermeirssen, and Bart Deplancke
- Subjects
Genetics ,Transcription, Genetic ,fungi ,Pooling ,Protein dna ,Promoter ,Cell Biology ,Computational biology ,Biology ,biology.organism_classification ,Biochemistry ,Multiplexing ,Steiner system ,Two-Hybrid System Techniques ,Animals ,natural sciences ,Transcription regulatory network ,Caenorhabditis elegans ,Molecular Biology ,Biotechnology - Abstract
Yeast one-hybrid (Y1H) assays provide a gene-centered method for the identification of interactions between gene promoters and regulatory transcription factors (TFs). To date, Y1H assays have involved library screens that are relatively expensive and laborious. We present two Y1H strategies that allow immediate prey identification: matrix assays that use an array of 755 individual Caenorhabditis elegans TFs, and smart-pool assays that use TF multiplexing. Both strategies simplify the Y1H pipeline and reduce the cost of protein-DNA interaction identification. We used a Steiner triple system (STS) to create smart pools of 4-25 TFs. Notably, we uniplexed a small number of highly connected TFs to allow efficient assay deconvolution. Both strategies outperform library screens in terms of coverage, confidence and throughput. These versatile strategies can be adapted both to TFs in other systems and, likely, to other biomolecules and assays as well.
- Published
- 2007
- Full Text
- View/download PDF
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