19 results on '"Julie Donaghey"'
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2. Organoid Maturation by Circadian Entrainment
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Douglas A. Melton, Alexander Meissner, Niloofar Rasouli, Juerg R. Straubhaar, Jennifer H. R. Kenty, Julie Donaghey, Juan R. Alvarez-Dominguez, Aharon Helman, and Jocelyn Charlton
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0303 health sciences ,03 medical and health sciences ,0302 clinical medicine ,030220 oncology & carcinogenesis ,Organoid ,Circadian rhythm ,Biology ,Entrainment (chronobiology) ,030304 developmental biology ,Cell biology - Abstract
Stem cell-derived tissues that recap endogenous physiology are key for regenerative medicine. Yet, most methods yield products that function like fetal, not adult tissues. Organoids are typically grown in constant environments, while our tissues mature along with behavioral cycles. Here, we show that inducing circadian rhythms in pancreatic islet organoids, by entraining them to daily feeding-fasting cycles, elicits their metabolic maturation. Our results show that rhythms can be harnessed to further functional maturation of organoids destined for human therapeutics.
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- 2020
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3. Abstract 557: Engineering off-the-shelf anti mesothelin t-cell receptor fusion construct (TRuC™) t-cells
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Julie Donaghey, Cecilia Kwong, Allison Powell, Troy Patterson, Ella Liberzon, Richard Decker, Julio Gomez Rodriguez, Darby Kreienberg, Jennifer Bian, Urmi Patankar, Holly Horton, Jian Ding, Robert Hofmeister, Dario Gutierrez, and Robert Tighe
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Cancer Research ,Oncology - Abstract
We have previously described the generation of autologous T Cell Receptor Fusion Construct (TRuC™) T cells which are engineered to express a fusion protein comprised of an antibody-derived binder tethered to the extracellular domain of the CD3ε signaling subunit. Upon integration of the TRuC into the T cell receptor (TCR), it targets specific tumor surface antigens independent of HLA and uses the complete receptor complex to trigger a comprehensive T cell response. Here, we report about engineering of off-the-shelf TRuC-T cells directed against mesothelin (MSLN). To eliminate the alloreactivity of α/β T cells and reduce the risk of graft-versus-host-disease (GvHD), the TRAC locus is knocked-out. To enable the re-assembly of the TCR, the endogenous TCRα and β subunits are replaced with fusion proteins comprised of antibody-derived binders fused to the TCRγ and δ constant domains. Allogeneic anti-MSLN TRuC-T cells upregulate activation markers, secrete robust cytokines, and lyse tumor cells in an antigen-specific manner without allo-reactivity. In comparison with control autologous TRuC-T cells targeting mesothelin (TC-210), allogeneic TRuC-Ts demonstrate extended tumor clearance in NSG xenograft models due to their enhanced expansion and persistence. To reduce host rejection and further boost the persistence of the allogeneic TRuC-T cells, we eliminated MHC class I surface expression by B2M gene knockout and over-expressed membrane-bound IL15 tethered to its receptor alpha. In summary we have engineered persistence enhanced, allogeneic TRuC-T cells that maintain the signaling properties of the TCR complex with improved efficacy compared to donor-matched autologous TRuC-T cells. Citation Format: Julie Donaghey, Cecilia Kwong, Allison Powell, Troy Patterson, Ella Liberzon, Richard Decker, Julio Gomez Rodriguez, Darby Kreienberg, Jennifer Bian, Urmi Patankar, Holly Horton, Jian Ding, Robert Hofmeister, Dario Gutierrez, Robert Tighe. Engineering off-the-shelf anti mesothelin t-cell receptor fusion construct (TRuC™) t-cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 557.
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- 2022
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4. Genome-wide tracking of dCas9-methyltransferase footprints
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Kendell Clement, Hans R. Schöler, Alexandra L. Mattei, Elena K. Stamenova, Julie Donaghey, Andreas Gnirke, Hongcang Gu, Alexander Meissner, Bernd Timmermann, Christina Galonska, Arman W. Mohammad, Jocelyn Charlton, Tobias Cantz, Sven Klages, Michael J. Ziller, Davide Cacchiarelli, Galonska, Christina, Charlton, Jocelyn, Mattei, Alexandra L, Donaghey, Julie, Clement, Kendell, Gu, Hongcang, Mohammad, Arman W, Stamenova, Elena K, Cacchiarelli, Davide, Klages, Sven, Timmermann, Bernd, Cantz, Tobia, Schöler, Hans R, Gnirke, Andrea, Ziller, Michael J, and Meissner, Alexander
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0301 basic medicine ,Methyltransferase ,Science ,General Physics and Astronomy ,Computational biology ,Biology ,Genome ,General Biochemistry, Genetics and Molecular Biology ,Article ,Cell Line ,03 medical and health sciences ,Mice ,Genome editing ,Bacterial Proteins ,CRISPR-Associated Protein 9 ,Animals ,Humans ,Epigenetics ,DNA (Cytosine-5-)-Methyltransferases ,lcsh:Science ,Embryonic Stem Cells ,Gene Editing ,Multidisciplinary ,Cas9 ,General Chemistry ,Methylation ,Epigenome ,Endonucleases ,030104 developmental biology ,DNA methylation ,lcsh:Q - Abstract
In normal mammalian development cytosine methylation is essential and is directed to specific regions of the genome. Despite notable advances through mapping its genome-wide distribution, studying the direct contribution of DNA methylation to gene and genome regulation has been limited by the lack of tools for its precise manipulation. Thus, combining the targeting capability of the CRISPR–Cas9 system with an epigenetic modifier has attracted interest in the scientific community. In contrast to profiling the genome-wide cleavage of a nuclease competent Cas9, tracing the global activity of a dead Cas9 (dCas9) methyltransferase fusion protein is challenging within a highly methylated genome. Here, we report the generation and use of an engineered, methylation depleted but maintenance competent mouse ES cell line and find surprisingly ubiquitous nuclear activity of dCas9-methyltransferases. Subsequent experiments in human somatic cells refine these observations and point to an important difference between genetic and epigenetic editing tools that require unique experimental considerations., Catalytically inactive Cas9 fused to a methyltransferase has emerged as a promising epigenome modifying tool. Here the authors generate a methylation depleted but maintenance competent mouse ES cell line and find ubiquitous off-target activity.
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- 2018
5. Genetic determinants and epigenetic effects of pioneer-factor occupancy
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Julie Donaghey, Kendell Clement, Jennifer S. Chen, Andreas Gnirke, Casey A. Gifford, John L. Rinn, Michael J. Ziller, Ramona Pop, Rahul Karnik, Elena K. Stamenova, Jocelyn Charlton, David R. Kelley, Sudhir Thakurela, Hongcang Gu, Alexander Meissner, Zachary D. Smith, Davide Cacchiarelli, Donaghey, Julie, Thakurela, Sudhir, Charlton, Jocelyn, Chen, Jennifer S., Smith, Zachary D., Gu, Hongcang, Pop, Ramona, Clement, Kendell, Stamenova, Elena K., Karnik, Rahul, Kelley, David R., Gifford, Casey A., Cacchiarelli, Davide, Rinn, John L., Gnirke, Andrea, Ziller, Michael J., and Meissner, Alexander
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0301 basic medicine ,Computational biology ,Biology ,Epigenesis, Genetic ,03 medical and health sciences ,chemistry.chemical_compound ,Genetics ,Humans ,Cell Lineage ,Gene Regulatory Networks ,Epigenetics ,Gene ,Transcription factor ,Cells, Cultured ,reproductive and urinary physiology ,Regulation of gene expression ,Binding Sites ,Pioneer factor ,DNA replication ,Computational Biology ,Epistasis, Genetic ,DNA ,Hep G2 Cells ,respiratory system ,GATA4 Transcription Factor ,HEK293 Cells ,030104 developmental biology ,Gene Expression Regulation ,chemistry ,A549 Cells ,embryonic structures ,DNA methylation ,Hepatocyte Nuclear Factor 3-beta ,Octamer Transcription Factor-3 ,Genes, Switch ,Protein Binding ,Transcription Factors - Abstract
Transcription factors (TFs) direct developmental transitions by binding to target DNA sequences, influencing gene expression and establishing complex gene-regultory networks. To systematically determine the molecular components that enable or constrain TF activity, we investigated the genomic occupancy of FOXA2, GATA4 and OCT4 in several cell types. Despite their classification as pioneer factors, all three TFs exhibit cell-type-specific binding, even when supraphysiologically and ectopically expressed. However, FOXA2 and GATA4 can be distinguished by low enrichment at loci that are highly occupied by these factors in alternative cell types. We find that expression of additional cofactors increases enrichment at a subset of these sites. Finally, FOXA2 occupancy and changes to DNA accessibility can occur in G1-arrested cells, but subsequent loss of DNA methylation requires DNA replication.
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- 2018
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6. Abstract 1514: Engineering off-the-shelf T Cell Receptor Fusion Construct (TRuC) T cells
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Dario A. Gutierrez, Holly M. Horton, Troy Patterson, Robert Hofmeister, Julie Donaghey, Philippe Kieffer-Kwon, Jessica Gierut, Ryan Milione, Julio Gomez-Rodriguez, Robert Tighe, Tiffany Chan, and Joshua Daniel
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Physics ,Cancer Research ,Fusion ,Oncology ,T-cell receptor ,Off the shelf ,Construct (python library) ,Cell biology - Abstract
The natural T cell receptor (TCR) recognizes its cognate peptide antigen only when presented on human leukocyte antigen (HLA) molecules and requires HLA matching of α/β TCR-engineered T cells for cancer therapy. To bypass the need for HLA matching, we have previously described the generation of autologous T Cell Receptor Fusion Construct (TRuC™) T cells which are engineered to express a fusion protein that comprises an antibody-derived binder tethered to the CD3ϵ signaling subunit. Upon integration of the TRuC into the TCR, it recognizes tumor surface antigens independent of HLA and uses the complete receptor complex to trigger a comprehensive T cell response. Here, we report the engineering of off-the-shelf TRuC-T cells directed against CD19 and mesothelin, respectively. To eliminate the alloreactivity of α/β T cells and reduce the risk of graft-versus-host-disease (GvHD), the TRAC locus is knocked-out. To enable the re-assembly of the TCR, the endogenous TCRα and β subunits are replaced with fusion proteins comprising antibody binders fused to the murine TCRα or β constant domains, or alternatively, to the TCRγ and δ constant domains. Similar to their autologous counterparts, allogeneic CD19 and MSLN-targeting TRuC-T cells upregulate activation markers, secrete cytokines, and lyse tumor cells in an antigen-specific manner. Importantly, TRuC-T cells lack alloreactivity as demonstrated in mixed lymphocyte reactions and clear tumors in NSG xenograft model comparable to autologous anti-CD19 TRuC-T cells, but without signs of GvHD. Likewise, the functional activity and efficacy of allogeneic TRuC-T cells directed against mesothelin is similar to that of autologous anti-MSLN TRuC-T cells. To reduce host rejection and enhance the persistence of the allogeneic TRuC-T cells, MHC class I expression on the surface of the TRuC-T cells was down-regulated by means of RNAi. In summary we have engineered allogeneic TRuC-T cells that maintain the signaling properties of the TCR complex with comparable efficacy as donor-matched autologous TRuC-T cells; moreover, these T cells have the potential to persist in an allogeneic host by diminishing the risk of rejection by the host. Citation Format: Julie Donaghey, Philippe Kieffer-Kwon, Julio Gomez-Rodriguez, Troy Patterson, Jessica Gierut, Tiffany Chan, Ryan Milione, Joshua Daniel, Holly Horton, Robert Tighe, Robert Hofmeister, Dario A. Gutierrez. Engineering off-the-shelf T Cell Receptor Fusion Construct (TRuC) T cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 1514.
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- 2021
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7. Abstract 2190: Engineering off-the-shelf T cell receptor fusion construct (TRuC) T cells
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Julie Donaghey, Holly M. Horton, Robert Hofmeister, Philippe Kieffer-Kwon, Robert Tighe, Tiffany Chan, Troy Patterson, Dario A. Gutierrez, and Daniel R. Getts
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Cancer Research ,biology ,Chemistry ,Lymphocyte ,Cell ,T-cell receptor ,Human leukocyte antigen ,CD3 Complex ,Cell biology ,medicine.anatomical_structure ,Oncology ,medicine ,biology.protein ,Signal transduction ,Antibody ,Receptor - Abstract
The T-Cell Receptor (TCR) can be functionally split into antigen recognition mediated by the TCRα/β heterodimer and signal transduction triggered by the CD3 complex comprising CD3ϵ/γ, CD3ϵ/δ and CD3ζ/ζ dimers. Unlike antibodies, the TCR recognizes its cognate peptide antigen only when presented on human leukocyte antigen (HLA) molecules. Recently, we reported that tethering an antibody-derived binder to one of the TCR subunits redirects T cells to specifically kill tumor cells independent of HLA. Different from CAR-T cells, the T cell receptor fusion constructs (TRuC™) are integrated into the natural TCR and require all TCR subunits for receptor translocation to the cell surface. The development of off-the-shelf TRuC-T cells is desirable to shorten the vein-to-vein production time and reduce manufacturing costs. Here, we describe the generation of TRuC-T cells expressing a fully functional TRuC TCR without alloreactivity. Inactivation of the endogenous TRAC gene employing CRISPR/Cas9 endonuclease disrupts natural TCR formation. Yet, replacing the endogenous TCRα subunit with a human TCRα constant region without variable domain to avoid alloreactivity is insufficient for TRuC TCR expression. A functional TRuC TCR, however, can be created by substituting the following constructs for the inactivated TRAC gene: (i) murine TCRα and β constant domains without variable domains, (ii) chimeric human/murine TCRα and β constant regions or (iii) TCRγ and δ constant domains. Off-the-shelf TRuC-T cells upregulate activation markers, secrete cytokines, and kill tumor cells in an antigen-specific manner. Importantly, the genome-engineered TRuC-T cells lack alloreactivity as demonstrated in mixed lymphocyte reactions and clear tumors in NSG xenograft models without signs of Graft versus host disease (GvHD). Our findings warrant further development of allogeneic TRuC-T cells for cancer therapy. Citation Format: Julie Donaghey, Philippe Kieffer-Kwon, Troy Patterson, Tiffany Chan, Holly Horton, Robert Tighe, Dario A. Gutierrez, Daniel Getts, Robert Hofmeister. Engineering off-the-shelf T cell receptor fusion construct (TRuC) T cells [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 2190.
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- 2020
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8. Targeted disruption of DNMT1, DNMT3A and DNMT3B in human embryonic stem cells
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Kendell Clement, Andreas Gnirke, Alexander M. Tsankov, J. Keith Joung, Christina Galonska, Casey A. Gifford, Julie Donaghey, Rahul Karnik, Shengdar Q. Tsai, William Mallard, Veronika Akopian, John L. Rinn, Ramona Pop, Jing Liao, Michael J. Ziller, Hongcang Gu, Alexander Meissner, and Deepak Reyon
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DNA (Cytosine-5-)-Methyltransferase 1 ,Methyltransferase ,Cell Survival ,Cellular differentiation ,Bisulfite sequencing ,Gene Expression ,Apoptosis ,Biology ,DNA Methyltransferase 3A ,Epigenesis, Genetic ,Gene Knockout Techniques ,Mice ,Catalytic Domain ,Genetics ,Animals ,Humans ,DNA (Cytosine-5-)-Methyltransferases ,Epigenetics ,Induced pluripotent stem cell ,Cells, Cultured ,Embryonic Stem Cells ,Cell Proliferation ,Epigenomics ,Base Sequence ,urogenital system ,Cell Differentiation ,DNA Methylation ,Embryonic stem cell ,Molecular biology ,Coculture Techniques ,embryonic structures ,DNA methylation ,CpG Islands - Abstract
DNA methylation is a key epigenetic modification involved in regulating gene expression and maintaining genomic integrity. Here we inactivated all three catalytically active DNA methyltransferases (DNMTs) in human embryonic stem cells (ESCs) using CRISPR/Cas9 genome editing to further investigate the roles and genomic targets of these enzymes. Disruption of DNMT3A or DNMT3B individually as well as of both enzymes in tandem results in viable, pluripotent cell lines with distinct effects on the DNA methylation landscape, as assessed by whole-genome bisulfite sequencing. Surprisingly, in contrast to findings in mouse, deletion of DNMT1 resulted in rapid cell death in human ESCs. To overcome this immediate lethality, we generated a doxycycline-responsive tTA-DNMT1* rescue line and readily obtained homozygous DNMT1-mutant lines. However, doxycycline-mediated repression of exogenous DNMT1* initiates rapid, global loss of DNA methylation, followed by extensive cell death. Our data provide a comprehensive characterization of DNMT-mutant ESCs, including single-base genome-wide maps of the targets of these enzymes.
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- 2015
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9. Transcription factor binding dynamics during human ESC differentiation
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Hongcang Gu, Alexander Meissner, Alexander M. Tsankov, Veronika Akopian, Andreas Gnirke, Michael J. Ziller, Julie Donaghey, and Ido Amit
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Epigenomics ,Transcription, Genetic ,Cellular differentiation ,Biology ,Article ,Epigenesis, Genetic ,Histones ,Humans ,Cell Lineage ,Induced pluripotent stem cell ,Transcription factor ,Embryonic Stem Cells ,Genetics ,Multidisciplinary ,Genome, Human ,Cell Differentiation ,Epigenome ,DNA Methylation ,Chromatin Assembly and Disassembly ,Embryonic stem cell ,Chromatin ,Cell biology ,Enhancer Elements, Genetic ,DNA methylation ,Germ Layers ,Protein Binding ,Signal Transduction ,Transcription Factors - Abstract
Summary Pluripotent stem cells provide a powerful system to dissect the underlying molecular dynamics that regulate cell fate changes during mammalian development. Here we report the integrative analysis of genome wide binding data for 38 transcription factors with extensive epigenome and transcriptional data across the differentiation of human embryonic stem cells to the three germ layers. We describe core regulatory dynamics and show the lineage specific behavior of selected factors. In addition to the orchestrated remodeling of the chromatin landscape, we find that the binding of several transcription factors is strongly associated with specific loss of DNA methylation in one germ layer and in many cases a reciprocal gain in the other layers. Taken together, our work shows context-dependent rewiring of transcription factor binding, downstream signaling effectors, and the epigenome during human embryonic stem cell differentiation.
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- 2015
10. Circadian Entrainment Triggers Maturation of Human In Vitro Islets
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Jocelyn Charlton, Julie Donaghey, Juan R. Alvarez-Dominguez, Aharon Helman, Niloofar Rasouli, Alexander Meissner, Douglas A. Melton, Juerg R. Straubhaar, and Jennifer H. R. Kenty
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Pluripotent Stem Cells ,Circadian clock ,Enteroendocrine cell ,Biology ,Islets of Langerhans ,03 medical and health sciences ,0302 clinical medicine ,Insulin Secretion ,Genetics ,medicine ,Humans ,Insulin ,Epigenetics ,Induced pluripotent stem cell ,030304 developmental biology ,0303 health sciences ,geography ,geography.geographical_feature_category ,Pancreatic islets ,Cell Differentiation ,Cell Biology ,Glucagon ,Islet ,Circadian Rhythm ,Chromatin ,Cell biology ,Transplantation ,medicine.anatomical_structure ,Molecular Medicine ,030217 neurology & neurosurgery - Abstract
Summary Stem-cell-derived tissues could transform disease research and therapy, yet most methods generate functionally immature products. We investigate how human pluripotent stem cells (hPSCs) differentiate into pancreatic islets in vitro by profiling DNA methylation, chromatin accessibility, and histone modification changes. We find that enhancer potential is reset upon lineage commitment and show how pervasive epigenetic priming steers endocrine cell fates. Modeling islet differentiation and maturation regulatory circuits reveals genes critical for generating endocrine cells and identifies circadian control as limiting for in vitro islet function. Entrainment to circadian feeding/fasting cycles triggers islet metabolic maturation by inducing cyclic synthesis of energy metabolism and insulin secretion effectors, including antiphasic insulin and glucagon pulses. Following entrainment, hPSC-derived islets gain persistent chromatin changes and rhythmic insulin responses with a raised glucose threshold, a hallmark of functional maturity, and function within days of transplantation. Thus, hPSC-derived tissues are amenable to functional improvement by circadian modulation.
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- 2020
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11. Charting a dynamic DNA methylation landscape of the human genome
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Fabian Müller, Hongcang Gu, Alexander Meissner, Andreas Gnirke, David A. Bennett, Bradley E. Bernstein, Oliver Kohlbacher, Julie Donaghey, Philip L. De Jager, Linus T.-Y. Tsai, Evan D. Rosen, and Michael J. Ziller
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Bisulfite sequencing ,Biology ,Polymorphism, Single Nucleotide ,Article ,03 medical and health sciences ,0302 clinical medicine ,Epigenetics of physical exercise ,Humans ,Sulfites ,Methylated DNA immunoprecipitation ,030304 developmental biology ,Genetics ,0303 health sciences ,Binding Sites ,Multidisciplinary ,Genome, Human ,Sequence Analysis, DNA ,DNA Methylation ,DNA binding site ,Enhancer Elements, Genetic ,Differentially methylated regions ,Organ Specificity ,030220 oncology & carcinogenesis ,DNA methylation ,Illumina Methylation Assay ,CpG Islands ,Human genome ,human activities ,Genome-Wide Association Study ,Transcription Factors - Abstract
DNA methylation is a defining feature of mammalian cellular identity and is essential for normal development. Most cell types, except germ cells and pre-implantation embryos, display relatively stable DNA methylation patterns, with 70-80% of all CpGs being methylated. Despite recent advances, we still have a limited understanding of when, where and how many CpGs participate in genomic regulation. Here we report the in-depth analysis of 42 whole-genome bisulphite sequencing data sets across 30 diverse human cell and tissue types. We observe dynamic regulation for only 21.8% of autosomal CpGs within a normal developmental context, most of which are distal to transcription start sites. These dynamic CpGs co-localize with gene regulatory elements, particularly enhancers and transcription-factor-binding sites, which allow identification of key lineage-specific regulators. In addition, differentially methylated regions (DMRs) often contain single nucleotide polymorphisms associated with cell-type-related diseases as determined by genome-wide association studies. The results also highlight the general inefficiency of whole-genome bisulphite sequencing, as 70-80% of the sequencing reads across these data sets provided little or no relevant information about CpG methylation. To demonstrate further the utility of our DMR set, we use it to classify unknown samples and identify representative signature regions that recapitulate major DNA methylation dynamics. In summary, although in theory every CpG can change its methylation state, our results suggest that only a fraction does so as part of coordinated regulatory programs. Therefore, our selected DMRs can serve as a starting point to guide new, more effective reduced representation approaches to capture the most informative fraction of CpGs, as well as further pinpoint putative regulatory elements.
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- 2013
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12. Epigenetic restriction of extraembryonic lineages mirrors the somatic transition to cancer
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Andreas Gnirke, Kendell Clement, Hongcang Gu, Alexander Meissner, Davide Cacchiarelli, Franziska Michor, Julie Donaghey, Zachary D. Smith, Jiantao Shi, Smith, Zachary D, Shi, Jiantao, Gu, Hongcang, Donaghey, Julie, Clement, Kendell, Cacchiarelli, Davide, Gnirke, Andrea, Michor, Franziska, and Meissner, Alexander
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0301 basic medicine ,Male ,Placenta ,Biology ,Epigenesis, Genetic ,03 medical and health sciences ,Mice ,Pregnancy ,Neoplasms ,Ectoderm ,Animals ,Humans ,Cell Lineage ,Cancer epigenetics ,Epigenetics ,Promoter Regions, Genetic ,Genetics ,Regulation of gene expression ,Multidisciplinary ,Gene Expression Regulation, Developmental ,Methylation ,Epigenome ,DNA Methylation ,Gene Expression Regulation, Neoplastic ,030104 developmental biology ,Blastocyst ,CpG site ,Epiblast ,DNA methylation ,CpG Islands ,Female ,Germ Layers - Abstract
In mammals, the canonical somatic DNA methylation landscape is established upon specification of the embryo proper and subsequently disrupted within many cancer types1–4. However, the underlying mechanisms that direct this genome-scale transformation remain elusive, with no clear model for its systematic acquisition or potential developmental utility5,6. Here, we analysed global remethylation from the mouse preimplantation embryo into the early epiblast and extraembryonic ectoderm. We show that these two states acquire highly divergent genomic distributions with substantial disruption of bimodal, CpG density-dependent methylation in the placental progenitor7,8. The extraembryonic epigenome includes specific de novo methylation at hundreds of embryonically protected CpG island promoters, particularly those that are associated with key developmental regulators and are orthologously methylated across most human cancer types9. Our data suggest that the evolutionary innovation of extraembryonic tissues may have required co-option of DNA methylation-based suppression as an alternative to regulation by Polycomb-group proteins, which coordinate embryonic germ-layer formation in response to extraembryonic cues10. Moreover, we establish that this decision is made deterministically, downstream of promiscuously used—and frequently oncogenic—signalling pathways, via a novel combination of epigenetic cofactors. Methylation of developmental gene promoters during tumorigenesis may therefore reflect the misappropriation of an innate trajectory and the spontaneous reacquisition of a latent, developmentally encoded epigenetic landscape.
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- 2017
13. Combinatorial Patterning of Chromatin Regulators Uncovered by Genome-wide Location Analysis in Human Cells
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Ido Amit, Noam Shoresh, Nir Yosef, Michael Coyne, Timothy Durham, Bradley E. Bernstein, Robbyn Issner, Jason Ernst, Aviv Regev, Alon Goren, Charles B. Epstein, Oren Ram, Manolis Kellis, Julie Donaghey, Melissa Gymrek, and Xiaolan Zhang
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Genetics ,Chromatin Immunoprecipitation ,Genome ,Biochemistry, Genetics and Molecular Biology(all) ,Genomics ,Computational biology ,ChIP-on-chip ,Biology ,Chromatin Assembly and Disassembly ,Article ,Chromatin ,General Biochemistry, Genetics and Molecular Biology ,Chromatin remodeling ,ChIP-sequencing ,Histone Code ,Humans ,Histone code ,K562 Cells ,Chromatin immunoprecipitation ,Embryonic Stem Cells ,ChIA-PET ,Bivalent chromatin - Abstract
SummaryHundreds of chromatin regulators (CRs) control chromatin structure and function by catalyzing and binding histone modifications, yet the rules governing these key processes remain obscure. Here, we present a systematic approach to infer CR function. We developed ChIP-string, a meso-scale assay that combines chromatin immunoprecipitation with a signature readout of 487 representative loci. We applied ChIP-string to screen 145 antibodies, thereby identifying effective reagents, which we used to map the genome-wide binding of 29 CRs in two cell types. We found that specific combinations of CRs colocalize in characteristic patterns at distinct chromatin environments, at genes of coherent functions, and at distal regulatory elements. When comparing between cell types, CRs redistribute to different loci but maintain their modular and combinatorial associations. Our work provides a multiplex method that substantially enhances the ability to monitor CR binding, presents a large resource of CR maps, and reveals common principles for combinatorial CR function.
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- 2011
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14. Ab initio reconstruction of transcriptomes of pluripotent and lineage committed cells reveals gene structures of thousands of lincRNAs
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Aviv Regev, Manuel Garber, Julie Donaghey, Magdalena J. Koziol, Joshua Z. Levin, James T. Robinson, Mitchell Guttman, Chad Nusbaum, Eric S. Lander, Lin Fan, Xian Adiconis, John L. Rinn, Andreas Gnirke, Massachusetts Institute of Technology. Department of Biology, Guttman, Mitchell, Lander, Eric S., and Regev, Aviv
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Transcription, Genetic ,Sequence analysis ,genetic processes ,Population ,Biomedical Engineering ,Bioengineering ,Computational biology ,Biology ,Applied Microbiology and Biotechnology ,Article ,Cell Line ,Mice ,Intergenic region ,Transcription (biology) ,Animals ,natural sciences ,Genomic library ,RNA, Messenger ,education ,Embryonic Stem Cells ,Gene Library ,Whole genome sequencing ,Genetics ,education.field_of_study ,Models, Genetic ,Sequence Analysis, RNA ,Gene Expression Profiling ,Computational Biology ,RNA ,Gene expression profiling ,Molecular Medicine ,DNA, Intergenic ,Biotechnology - Abstract
available in PMC 2010 November 2., RNA-Seq provides an unbiased way to study a transcriptome, including both coding and noncoding genes. To date, most RNA-Seq studies have critically depended on existing annotations, and thus focused on expression levels and variation in known transcripts. Here, we present Scripture, a method to reconstruct the transcriptome of a mammalian cell using only RNA-Seq reads and the genome sequence. We apply it to mouse embryonic stem cells, neuronal precursor cells, and lung fibroblasts to accurately reconstruct the full-length gene structures for the vast majority of known expressed genes. We identify substantial variation in protein-coding genes, including thousands of novel 5′-start sites, 3′-ends, and internal coding exons. We then determine the gene structures of over a thousand lincRNA and antisense loci. Our results open the way to direct experimental manipulation of thousands of non-coding RNAs, and demonstrate the power of ab initio reconstruction to render a comprehensive picture of mammalian transcriptomes., Merkin Family Foundation for Stem Cell Research, Howard Hughes Medical Institute, National Human Genome Research Institute (U.S.), Burroughs Wellcome Fund, Broad Institute
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- 2010
15. Dissecting neural differentiation regulatory networks through epigenetic footprinting
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Hongcang Gu, Alexander Meissner, Davide Cacchiarelli, Yakey Yaffe, Alexander M. Tsankov, Reuven Edri, Jeffrey C. Xing, Charles B. Epstein, Michael J. Ziller, John L. Rinn, Julie Donaghey, Casey A. Gifford, Tarjei S. Mikkelsen, Robbyn Issner, Oliver Kohlbacher, Bradley E. Bernstein, Ramona Pop, Alon Goren, Yechiel Elkabetz, Andreas Gnirke, William Mallard, Ziller, Michael J., Edri, Reuven, Yaffe, Yakey, Donaghey, Julie, Pop, Ramona, Mallard, William, Issner, Robbyn, Gifford, Casey A., Goren, Alon, Xing, Jeffrey, Gu, Hongcang, Cacchiarelli, Davide, Tsankov, Alexander M., Epstein, Charle, Rinn, John L., Mikkelsen, Tarjei S., Kohlbacher, Oliver, Gnirke, Andrea, Bernstein, Bradley E., Elkabetz, Yechiel, and Meissner, Alexander
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Epigenomics ,Epigenomic ,Transcription, Genetic ,Transcription Factor ,Cellular differentiation ,Reproducibility of Result ,Biology ,Article ,Epigenesis, Genetic ,Neural Stem Cells ,Embryonic Stem Cell ,Humans ,Cell Lineage ,Neural Stem Cell ,Progenitor cell ,RNA, Small Interfering ,Induced pluripotent stem cell ,Embryonic Stem Cells ,Genetics ,Binding Sites ,Multidisciplinary ,Binding Site ,Reproducibility of Results ,Cell Differentiation ,Embryonic stem cell ,Neural stem cell ,Stem cell ,Neural development ,Neuroscience ,Transcription Factors ,Human embryonic stem cell line ,Human - Abstract
Human pluripotent stem cell derived models that accurately recapitulate neural development in vitro and allow for the generation of specific neuronal subtypes are of major interest to the stem cell and biomedical community. Notch signaling, particularly through the Notch effector HES5, is a major pathway critical for the onset and maintenance of neural progenitor cells (NPCs) in the embryonic and adult nervous system1-3. This can be exploited to isolate distinct populations of human embryonic stem (ES) cell derived NPCs4. Here, we report the transcriptional and epigenomic analysis of six consecutive stages derived from a HES5-GFP reporter ES cell line5 differentiated along the neural trajectory aimed at modeling key cell fate decisions including specification, expansion and patterning during the ontogeny of cortical neural stem and progenitor cells. In order to dissect the regulatory mechanisms that orchestrate the stage-specific differentiation process, we developed a computational framework to infer key regulators of each cell state transition based on the progressive remodeling of the epigenetic landscape and then validated these through a pooled shRNA screen. We were also able to refine our previous observations on epigenetic priming at transcription factor binding sites and show here that they are mediated by combinations of core and stage- specific factors. Taken together, we demonstrate the utility of our system and outline a general framework, not limited to the context of the neural lineage, to dissect regulatory circuits of differentiation.
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- 2015
16. Transcriptional and Epigenetic Dynamics During Specification of Human Embryonic Stem Cells
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Hongkun Park, Michael J. Ziller, David R. Kelley, Cole Trapnell, Jennifer L. Fostel, Julie Donaghey, Laurie Holmes, James Meldrim, Casey A. Gifford, Robbyn Issner, John L. Rinn, Alexander M. Tsankov, Andreas Gnirke, Oliver Kohlbacher, Eric S. Lander, Alex K. Shalek, Charles B. Epstein, Mitchell Guttman, Hongcang Gu, Alexander Meissner, Alexander A. Shishkin, Michael Coyne, Bradley E. Bernstein, and Xiaolan Zhang
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Transcription, Genetic ,Cellular differentiation ,Bisulfite sequencing ,Computational biology ,Biology ,Methylation ,General Biochemistry, Genetics and Molecular Biology ,Article ,Epigenesis, Genetic ,Histones ,03 medical and health sciences ,0302 clinical medicine ,Directed differentiation ,Humans ,Epigenetics ,Embryonic Stem Cells ,030304 developmental biology ,Epigenomics ,Genetics ,0303 health sciences ,Biochemistry, Genetics and Molecular Biology(all) ,Acetylation ,Cell Differentiation ,DNA Methylation ,Embryonic stem cell ,Chromatin ,Enhancer Elements, Genetic ,030220 oncology & carcinogenesis ,DNA methylation - Abstract
SummaryDifferentiation of human embryonic stem cells (hESCs) provides a unique opportunity to study the regulatory mechanisms that facilitate cellular transitions in a human context. To that end, we performed comprehensive transcriptional and epigenetic profiling of populations derived through directed differentiation of hESCs representing each of the three embryonic germ layers. Integration of whole-genome bisulfite sequencing, chromatin immunoprecipitation sequencing, and RNA sequencing reveals unique events associated with specification toward each lineage. Lineage-specific dynamic alterations in DNA methylation and H3K4me1 are evident at putative distal regulatory elements that are frequently bound by pluripotency factors in the undifferentiated hESCs. In addition, we identified germ-layer-specific H3K27me3 enrichment at sites exhibiting high DNA methylation in the undifferentiated state. A better understanding of these initial specification events will facilitate identification of deficiencies in current approaches, leading to more faithful differentiation strategies as well as providing insights into the rewiring of human regulatory programs during cellular transitions.
- Published
- 2013
17. lincRNAs act in the circuitry controlling pluripotency and differentiation
- Author
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Xiaoping Yang, Robert A. Ach, Manuel Garber, Aviv Regev, Eric S. Lander, Julie Donaghey, Jennifer K. Grenier, Mitchell Guttman, Alexander Meissner, John L. Rinn, Laurakay Bruhn, Geneva Young, Anne Bergstrom Lucas, Ido Amit, Bryce W. Carey, Glen Munson, David E. Root, Massachusetts Institute of Technology. Department of Biology, Whitehead Institute for Biomedical Research, Carey, Bryce W., Lander, Eric S., Guttman, Mitchell, and Regev, Aviv
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Regulation of gene expression ,Genetics ,Pluripotent Stem Cells ,Gene knockdown ,Multidisciplinary ,RNA, Untranslated ,Cellular differentiation ,Cell Differentiation ,Biology ,Embryonic stem cell ,Article ,Chromatin ,Cell biology ,Mice ,Gene Expression Regulation ,Gene Knockdown Techniques ,Animals ,Cell Lineage ,Induced pluripotent stem cell ,Transcription factor ,Protein Binding ,Transcription Factors - Abstract
Although thousands of large intergenic non-coding RNAs (lincRNAs) have been identified in mammals, few have been functionally characterized, leading to debate about their biological role. To address this, we performed loss-of-function studies on most lincRNAs expressed in mouse embryonic stem (ES) cells and characterized the effects on gene expression. Here we show that knockdown of lincRNAs has major consequences on gene expression patterns, comparable to knockdown of well-known ES cell regulators. Notably, lincRNAs primarily affect gene expression in trans. Knockdown of dozens of lincRNAs causes either exit from the pluripotent state or upregulation of lineage commitment programs. We integrate lincRNAs into the molecular circuitry of ES cells and show that lincRNA genes are regulated by key transcription factors and that lincRNA transcripts bind to multiple chromatin regulatory proteins to affect shared gene expression programs. Together, the results demonstrate that lincRNAs have key roles in the circuitry controlling ES cell state., Broad Institute, Harvard University, National Human Genome Research Institute (U.S.), Merkin Family Foundation for Stem Cell Research
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- 2011
18. Erratum: Corrigendum: Ab initio reconstruction of cell type–specific transcriptomes in mouse reveals the conserved multi-exonic structure of lincRNAs
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James T. Robinson, Xian Adiconis, Aviv Regev, Magdalena J. Koziol, Eric S. Lander, Julie Donaghey, Joshua Z. Levin, Andreas Gnirke, Manuel Garber, Chad Nusbaum, Mitchell Guttman, John L. Rinn, and Lin Fan
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Physics ,Messenger RNA ,Library preparation ,Cell type specific ,Biomedical Engineering ,Ab initio ,Bioengineering ,Computational biology ,Applied Microbiology and Biotechnology ,Transcriptome ,Nat ,Molecular Medicine ,RNA extraction ,Biotechnology - Abstract
Nat. Biotechnol. 28, 503–510 (2010); published online 02 May 2010; corrected after print 9 July 2010 In the version of this article initially published, the fourth sentence in the Online Methods section “RNA extraction and library preparation,” that read in part “procedure that combines a random priming step with a shearing step8,9, 28 and results in fragments of ∼700 bp in size,” should have read, “procedure that combines fragmentation of mRNA to a peak size of ∼750 nucleotides by heating6 followed by random-primed reverse transcription8.
- Published
- 2010
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19. Improving RNA-Seq expression estimates by correcting for fragment bias
- Author
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Julie Donaghey, Adam B Roberts, Cole Trapnell, John L. Rinn, and Lior Pachter
- Subjects
Genetics ,Sequence Analysis, RNA ,Gene Expression Profiling ,Method ,Reproducibility of Results ,RNA-Seq ,Computational biology ,Biology ,Quality Improvement ,Expression (mathematics) ,Correlation ,Gene expression profiling ,Fragment (logic) ,Bias ,Complementary DNA ,Humans ,Genomic library ,Functional genomics ,Gene Library - Abstract
The biochemistry of RNA-Seq library preparation results in cDNA fragments that are not uniformly distributed within the transcripts they represent. This non-uniformity must be accounted for when estimating expression levels, and we show how to perform the needed corrections using a likelihood based approach. We find improvements in expression estimates as measured by correlation with independently performed qRT-PCR and show that correction of bias leads to improved replicability of results across libraries and sequencing technologies.
- Full Text
- View/download PDF
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