1
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Zhang ACY, Rosa A, Sanguinetti G. Bottom-up data integration in polymer models of chromatin organization. Biophys J 2024; 123:184-194. [PMID: 38087781 PMCID: PMC10808044 DOI: 10.1016/j.bpj.2023.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 11/20/2023] [Accepted: 12/07/2023] [Indexed: 12/24/2023] Open
Abstract
Cellular functions crucially depend on the precise execution of complex biochemical reactions taking place on the chromatin fiber in the tightly packed environment of the cell nucleus. Despite the availability of large datasets probing this process from multiple angles, bottom-up frameworks that allow the incorporation of the sequence-specific nature of biochemistry in a unified model of 3D chromatin structure remain scarce. Here, we propose Sequence-Enhanced Magnetic Polymer (SEMPER), a novel stochastic polymer model that naturally incorporates observational data about sequence-driven biochemical processes, such as binding of transcription factor proteins, in a 3D model of chromatin structure. We introduce a novel approximate Bayesian algorithm to quantify a posteriori the relative importance of various factors, including the polymeric nature of DNA, in determining chromatin epigenetic state, thus providing a transparent way to generate biological hypotheses. Although accurate prediction of contact frequencies (a problem already extensively studied in the literature) is not our main aim, as a by-product of the inference procedure and without additional input from the genome 3D structure, our model can predict with reasonable accuracy some notable and nontrivial conformational features of chromatin folding within the nucleus. Our work highlights the importance of introducing physically realistic statistical models for predicting chromatin states from epigenetic data and opens the way to a new class of more systematic approaches to interpreting epigenomic data.
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Affiliation(s)
- Alex Chen Yi Zhang
- Scuola Internazionale Superiore di Studi Avanzati (SISSA), Trieste, Italy.
| | - Angelo Rosa
- Scuola Internazionale Superiore di Studi Avanzati (SISSA), Trieste, Italy.
| | - Guido Sanguinetti
- Scuola Internazionale Superiore di Studi Avanzati (SISSA), Trieste, Italy.
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2
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Sedhom J, Solomon LA. Lambda CI Binding to Related Phage Operator Sequences Validates Alignment Algorithm and Highlights the Importance of Overlooked Bonds. Genes (Basel) 2023; 14:2221. [PMID: 38137043 PMCID: PMC10742460 DOI: 10.3390/genes14122221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 12/13/2023] [Accepted: 12/14/2023] [Indexed: 12/24/2023] Open
Abstract
Bacteriophage λ's CI repressor protein controls a genetic switch between the virus's lysogenic and lytic lifecycles, in part, by selectively binding to six different DNA sequences within the phage genome-collectively referred to as operator sites. However, the minimal level of information needed for CI to recognize and specifically bind these six unique-but-related sequences is unclear. In a previous study, we introduced an algorithm that extracts the minimal direct readout information needed for λ-CI to recognize and bind its six binding sites. We further revealed direct readout information shared among three evolutionarily related lambdoid phages: λ-phage, Enterobacteria phage VT2-Sakai, and Stx2 converting phage I, suggesting that the λ-CI protein could bind to the operator sites of these other phages. In this study, we show that λ-CI can indeed bind the other two phages' cognate binding sites as predicted using our algorithm, validating the hypotheses from that paper. We go on to demonstrate the importance of specific hydrogen bond donors and acceptors that are maintained despite changes to the nucleobase itself, and another that has an important role in recognition and binding. This in vitro validation of our algorithm supports its use as a tool to predict alternative binding sites for DNA-binding proteins.
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Affiliation(s)
| | - Lee A. Solomon
- Department of Chemistry and Biochemistry, George Mason University, Fairfax, VA 22030, USA;
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3
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Wang X, Paulo JA, Li X, Zhou H, Yu J, Gygi SP, Moazed D. A composite DNA element that functions as a maintainer required for epigenetic inheritance of heterochromatin. Mol Cell 2021; 81:3979-3991.e4. [PMID: 34375584 DOI: 10.1016/j.molcel.2021.07.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 04/27/2021] [Accepted: 07/14/2021] [Indexed: 11/16/2022]
Abstract
Epigenetic inheritance of heterochromatin requires DNA-sequence-independent propagation mechanisms, coupling to RNAi, or input from DNA sequence, but how DNA contributes to inheritance is not understood. Here, we identify a DNA element (termed "maintainer") that is sufficient for epigenetic inheritance of pre-existing histone H3 lysine 9 methylation (H3K9me) and heterochromatin in Schizosaccharomyces pombe but cannot establish de novo gene silencing in wild-type cells. This maintainer is a composite DNA element with binding sites for the Atf1/Pcr1 and Deb1 transcription factors and the origin recognition complex (ORC), located within a 130-bp region, and can be converted to a silencer in cells with lower rates of H3K9me turnover, suggesting that it participates in recruiting the H3K9 methyltransferase Clr4/Suv39h. These results suggest that, in the absence of RNAi, histone H3K9me is only heritable when it can collaborate with maintainer-associated DNA-binding proteins that help recruit the enzyme responsible for its epigenetic deposition.
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Affiliation(s)
- Xiaoyi Wang
- Howard Hughes Medical Institute, Department of Cell Biology, Harvard Medical School, Boston, MA, USA
| | - Joao A Paulo
- Department of Cell Biology, Harvard Medical School, Boston, MA, USA
| | - Xue Li
- Bioinformatics and Integrative Biology Program, University of Massachusetts Medical School, Worcester, MA, USA
| | - Haining Zhou
- Howard Hughes Medical Institute, Department of Cell Biology, Harvard Medical School, Boston, MA, USA
| | - Juntao Yu
- Howard Hughes Medical Institute, Department of Cell Biology, Harvard Medical School, Boston, MA, USA
| | - Steven P Gygi
- Department of Cell Biology, Harvard Medical School, Boston, MA, USA
| | - Danesh Moazed
- Howard Hughes Medical Institute, Department of Cell Biology, Harvard Medical School, Boston, MA, USA.
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4
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Zeitlinger J. Seven myths of how transcription factors read the cis-regulatory code. CURRENT OPINION IN SYSTEMS BIOLOGY 2020; 23:22-31. [PMID: 33134611 PMCID: PMC7592701 DOI: 10.1016/j.coisb.2020.08.002] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Genomics data are now being generated at large quantities, of exquisite high resolution and from single cells. They offer a unique opportunity to develop powerful machine learning algorithms, including neural networks, to uncover the rules of the cis-regulatory code. However, current modeling assumptions are often not based on state-of-the-art knowledge of the cis-regulatory code from transcription, developmental genetics, imaging and structural studies. Here I aim to fill this gap by giving a brief historical overview of the field, describing common misconceptions and providing knowledge that might help to guide computational approaches. I will describe the principles and mechanisms involved in the combinatorial requirement of transcription factor binding motifs for enhancer activity, including the role of chromatin accessibility, repressors and low-affinity motifs in the cis-regulatory code. Deciphering the cis-regulatory code would unlock an enormous amount of regulatory information in the genome and would allow us to locate cis-regulatory genetic variants involved in development and disease.
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Affiliation(s)
- Julia Zeitlinger
- Stowers Institute for Medical Research, Kansas City, MO, USA
- The University of Kansas Medical Center, Kansas City, KS, USA
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5
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Saint-Antoine MM, Singh A. Network inference in systems biology: recent developments, challenges, and applications. Curr Opin Biotechnol 2020; 63:89-98. [PMID: 31927423 PMCID: PMC7308210 DOI: 10.1016/j.copbio.2019.12.002] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 12/03/2019] [Indexed: 12/12/2022]
Abstract
One of the most interesting, difficult, and potentially useful topics in computational biology is the inference of gene regulatory networks (GRNs) from expression data. Although researchers have been working on this topic for more than a decade and much progress has been made, it remains an unsolved problem and even the most sophisticated inference algorithms are far from perfect. In this paper, we review the latest developments in network inference, including state-of-the-art algorithms like PIDC, Phixer, and more. We also discuss unsolved computational challenges, including the optimal combination of algorithms, integration of multiple data sources, and pseudo-temporal ordering of static expression data. Lastly, we discuss some exciting applications of network inference in cancer research, and provide a list of useful software tools for researchers hoping to conduct their own network inference analyses.
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Affiliation(s)
- Michael M Saint-Antoine
- Center for Bioinformatics and Computational Biology, University of Delaware, Newark, Delaware 19716, USA
| | - Abhyudai Singh
- Electrical and Computer Engineering, University of Delaware, Newark, Delaware 19716, USA.
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6
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Adeodato CSR, Alves GG, Botelho AMN, Caldas IP, Gonçalves FP, Pinto LFR, Lima SCS, Fagundes MCN, Masterson D, Scelza P, Scelza MFZ. Association of DNA sequence-independent genetic regulatory mechanisms with apical periodontitis: A scoping review. Arch Oral Biol 2020; 115:104737. [PMID: 32387743 DOI: 10.1016/j.archoralbio.2020.104737] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 04/20/2020] [Accepted: 04/21/2020] [Indexed: 12/18/2022]
Abstract
OBJECTIVE Different studies in the last decade have proposed that gene expression alterations that are independent of the DNA sequence may also play an important role in periapical disease. The present study aimed to assess the available evidence supporting a relationship between these alterations and apical periodontitis through a scoping review. DESIGN Specific strategies were developed for different databases (MEDLINE via PubMed, Cochrane Library, Scopus, Web of Science, and Virtual Health Library) and a search performed by March 1st, 2019. The evidence sources were selected according to the eligibility criteria and underwent a critical appraisal of methodological quality. RESULTS The initial search retrieved 212 references, with eight eligible articles after the removal of replicates and application of exclusion criteria. Five studies identified altered DNA methylation on inflammatory response genes (FOXP3, CXCL3, FADD, MMP2, MMP9, IFNG, IL4, IL12) on AP patients. Three others identified the alterations on the expression of several microRNAs (miR-29b, 106b, 125b, 143, 146a, 155, 198) during AP. No evidence was identified regarding mechanisms of histone methylation, or of epigenetic heritability or stability. CONCLUSIONS There is available evidence for the involvement of different genetic regulatory mechanisms independent of changes in DNA sequence in the development or severity of apical periodontitis. However, due to methodological limitations, further research must be performed before novel therapies and diagnostic tools for AP may arise from these data.
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Affiliation(s)
- Caroline Sousa Ribeiro Adeodato
- Post-graduation Program in Dentistry of Fluminense Federal University (UFF), Mario Santos Braga Street, no 28, 24020-140, Niteroi, RJ, Brazil
| | - Gutemberg Gomes Alves
- Clinical Research Unit of the Antonio Pedro Hospital, Fluminense Federal University, Niteroi, RJ, Brazil
| | - Ana Maria Nunes Botelho
- Laboratory of Experimental Culture Cell (LECCel), Faculty of Dentistry, Fluminense Federal University (UFF) Mario Santos Braga Street, no 28, 24020-140, Niteroi, RJ, Brazil
| | - Isleine Portal Caldas
- Post-graduation Program in Dentistry of Fluminense Federal University (UFF), Mario Santos Braga Street, no 28, 24020-140, Niteroi, RJ, Brazil
| | - Fabiano Palmeira Gonçalves
- Post-graduation Program in Dentistry of Fluminense Federal University (UFF), Mario Santos Braga Street, no 28, 24020-140, Niteroi, RJ, Brazil
| | - Luis Felipe Ribeiro Pinto
- Molecular Carcinogenesis Program of National Cancer Institute (INCA), Andre Cavalcanti Street, no 37, 20231-050, Rio de Janeiro, Brazil
| | - Sheila Coelho Soares Lima
- Molecular Carcinogenesis Program of National Cancer Institute (INCA), Andre Cavalcanti Street, no 37, 20231-050, Rio de Janeiro, Brazil
| | - Marina Chianello Nicolau Fagundes
- Molecular Carcinogenesis Program of National Cancer Institute (INCA), Andre Cavalcanti Street, no 37, 20231-050, Rio de Janeiro, Brazil
| | - Daniele Masterson
- Central Library of the Health Science Center University Federal of Rio de Janeiro (UFRJ), Carlos Chagas Filho Avenue, no 373, 21940-902, Rio de Janeiro, Brazil
| | - Pantaleo Scelza
- Geriatric Dentistry Department, Faculty of Dentistry of Fluminense Federal University (UFF), Mario Santos Braga Street, no 28, 24020-140, Niteroi, RJ, Brazil
| | - Miriam Fátima Zaccaro Scelza
- Laboratory of Experimental Culture Cell (LECCel), Faculty of Dentistry, Fluminense Federal University (UFF) Mario Santos Braga Street, no 28, 24020-140, Niteroi, RJ, Brazil; Geriatric Dentistry Department, Faculty of Dentistry of Fluminense Federal University (UFF), Mario Santos Braga Street, no 28, 24020-140, Niteroi, RJ, Brazil; Endodontics Department, Faculty of Dentistry, Fluminense Federal University (UFF) Mario Santos Braga Street, no 28, 24020-140, Niteroi, RJ, Brazil.
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7
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Ordovas-Montanes J, Beyaz S, Rakoff-Nahoum S, Shalek AK. Distribution and storage of inflammatory memory in barrier tissues. Nat Rev Immunol 2020; 20:308-320. [PMID: 32015472 PMCID: PMC7547402 DOI: 10.1038/s41577-019-0263-z] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/06/2019] [Indexed: 12/17/2022]
Abstract
Memories of previous immune events enable barrier tissues to rapidly recall distinct environmental exposures. To effectively inform future responses, these past experiences can be stored in cell types that are long-term residents or essential constituents of tissues. There is an emerging understanding that, in addition to antigen-specific immune cells, diverse haematopoietic, stromal, parenchymal and neuronal cell types can store inflammatory memory. Here, we explore the impact of previous immune activity on various cell lineages with the goal of presenting a unified view of inflammatory memory to environmental exposures (such as allergens, antigens, noxious agents and microorganisms) at barrier tissues. We propose that inflammatory memory is distributed across diverse cell types and stored through shifts in cell states, and we provide a framework to guide future experiments. This distribution and storage may promote adaptation or maladaptation in homeostatic, maintenance and disease settings - especially if the distribution of memory favours cellular cooperation during storage or recall.
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Affiliation(s)
- Jose Ordovas-Montanes
- Division of Gastroenterology, Boston Children's Hospital, Boston, MA, USA.
- Institute for Medical Engineering and Science (IMES), MIT, Cambridge, MA, USA.
- Department of Chemistry, MIT, Cambridge, MA, USA.
- Koch Institute for Integrative Cancer Research, MIT, Cambridge, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA.
- Harvard Stem Cell Institute, Cambridge, MA, USA.
| | - Semir Beyaz
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Seth Rakoff-Nahoum
- Division of Gastroenterology, Boston Children's Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA, USA
| | - Alex K Shalek
- Institute for Medical Engineering and Science (IMES), MIT, Cambridge, MA, USA
- Department of Chemistry, MIT, Cambridge, MA, USA
- Koch Institute for Integrative Cancer Research, MIT, Cambridge, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
- Harvard Stem Cell Institute, Cambridge, MA, USA
- Harvard-MIT Division of Health Sciences & Technology, Cambridge, MA, USA
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8
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Schubert R, Herzog S, Trenholm S, Roska B, Müller DJ. Magnetically guided virus stamping for the targeted infection of single cells or groups of cells. Nat Protoc 2019; 14:3205-3219. [DOI: 10.1038/s41596-019-0221-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Accepted: 07/02/2019] [Indexed: 01/10/2023]
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9
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Li G, Liao Y, Hu J, Lu L, Zhang Y, Li B, An T. Activation of NF-κB pathways mediating the inflammation and pulmonary diseases associated with atmospheric methylamine exposure. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2019; 252:1216-1224. [PMID: 31252119 DOI: 10.1016/j.envpol.2019.06.059] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2019] [Revised: 06/13/2019] [Accepted: 06/13/2019] [Indexed: 06/09/2023]
Abstract
The effects of methylamine on human health have been debated for several years, but the exact adverse outcomes and definite signaling cascades have not been elucidated yet. Herein, a NF-κB signal pathway, a positive regulator of inflammation was identified as the main pathway of methylamine exposure induced adverse effects in bronchial airway cells (16HBE) for the first time. The results indicated that methylamine could stimulate the overproduction of reactive oxygen species (ROS) in cytoplasm and mitochondria of 16HBE cells. Moreover, ROS accelerate the translocation and phosphorylation of NF-κB in nucleic and promote the expression of inflammatory, such as IL-8 and IL-6. As a result, methylamine was found to be increased ROS-mediated NF-κB activation in cells, leading to the production of inflammatory cytokine. Furthermore, the results also showed that methylamine could affect the expression of cytokines related genes, p53, STAT3, Bcl2, c-myc, Cyclin D, Hes1, Mcl-1, TGF-β2. The breakdown of those cell proliferation and apoptosis related genes were leading to a common toxic mechanism of cell death. In summary, our work uncovers a mechanism by which methylamine can induce the formation of inflammation response and demonstrates potential inflammation and carcinogenesis in human airway cell upon the methylamine inhaled.
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Affiliation(s)
- Guiying Li
- Guangzhou Key Laboratory of Environmental Catalysis and Pollution Control, Guangdong Key Laboratory of Environmental Catalysis and Health Risk Control, School of Environmental Science and Engineering, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, 510006, China
| | - Yi Liao
- Guangzhou Key Laboratory of Environmental Catalysis and Pollution Control, Guangdong Key Laboratory of Environmental Catalysis and Health Risk Control, School of Environmental Science and Engineering, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, 510006, China
| | - Junjie Hu
- School of Environment and Civil Engineering, Dongguan University of Technology, Dongguan, 523808, China
| | - Lirong Lu
- Guangzhou Key Laboratory of Environmental Catalysis and Pollution Control, Guangdong Key Laboratory of Environmental Catalysis and Health Risk Control, School of Environmental Science and Engineering, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, 510006, China
| | - Yanan Zhang
- Guangzhou Key Laboratory of Environmental Catalysis and Pollution Control, Guangdong Key Laboratory of Environmental Catalysis and Health Risk Control, School of Environmental Science and Engineering, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, 510006, China
| | - Bing Li
- Experimental Medical Research Centre, Guangzhou Medical University, Guangzhou, 510182, China
| | - Taicheng An
- Guangzhou Key Laboratory of Environmental Catalysis and Pollution Control, Guangdong Key Laboratory of Environmental Catalysis and Health Risk Control, School of Environmental Science and Engineering, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou, 510006, China.
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10
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Assad N, Tillo D, Ray S, Dzienny A, FitzGerald PC, Vinson C. GABPα and CREB1 Binding to Double Nucleotide Polymorphisms of Their Consensus Motifs and Cooperative Binding to the Composite ETS ⇔ CRE Motif ( ACCGGAAGTGACGTCA). ACS OMEGA 2019; 4:9904-9910. [PMID: 34151054 PMCID: PMC8208074 DOI: 10.1021/acsomega.9b00540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 05/24/2019] [Indexed: 06/13/2023]
Abstract
Previously, cooperative binding of the bZIP domain of CREB1 and the ETS domain of GABPα was observed for the composite DNA ETS ⇔ CRE motif (A 0 C 1 C 2 G 3 G 4 A 5 A 6 G 7 T 8 G 9 A 10 C 11 G 12 T 13 C 14 A 15 ). Single nucleotide polymorphisms (SNPs) at the beginning and end of the ETS motif (ACCGGAAGT) increased cooperative binding. Here, we use an Agilent microarray of 60-mers containing all double nucleotide polymorphisms (DNPs) of the ETS ⇔ CRE motif to explore GABPα and CREB1 binding to their individual motifs and their cooperative binding. For GABPα, all DNPs were bound as if each SNP acted independently. In contrast, CREB1 binding to some DNPs was stronger or weaker than expected, depending on the locations of each SNP. CREB1 binding to DNPs where both SNPs were in the same half site, T 8 G 9 A 10 or T 13 C 14 A 15 , was greater than expected, indicating that an additional SNP cannot destroy binding as much as expected, suggesting that an individual SNP is enough to abolish sequence-specific DNA binding of a single bZIP monomer. If a DNP contains SNPs in each half site, binding is weaker than expected. Similar results were observed for additional ETS and bZIP family members. Cooperative binding between GABPα and CREB1 to the ETS ⇔ CRE motif was weaker than expected except for DNPs containing A 7 and SNPs at the beginning of the ETS motif.
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Affiliation(s)
- Nima Assad
- Laboratory
of Metabolism, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Desiree Tillo
- Laboratory
of Metabolism, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Sreejana Ray
- Laboratory
of Metabolism, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Alexa Dzienny
- Laboratory
of Metabolism, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Peter C. FitzGerald
- Genome
Analysis Unit, Genetics Branch, National Cancer Institute, National Institutes of Health, Building 37, Bethesda, Maryland 20892, United States
| | - Charles Vinson
- Laboratory
of Metabolism, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
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11
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Shah M, Funnell APW, Quinlan KGR, Crossley M. Hit and Run Transcriptional Repressors Are Difficult to Catch in the Act. Bioessays 2019; 41:e1900041. [PMID: 31245868 DOI: 10.1002/bies.201900041] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 05/04/2019] [Indexed: 11/11/2022]
Abstract
Transcriptional silencing may not necessarily depend on the continuous residence of a sequence-specific repressor at a control element and may act via a "hit and run" mechanism. Due to limitations in assays that detect transcription factor (TF) binding, such as chromatin immunoprecipitation followed by high-throughput sequencing (ChIP-seq), this phenomenon may be challenging to detect and therefore its prevalence may be underappreciated. To explore this possibility, erythroid gene promoters that are regulated directly by GATA1 in an inducible system are analyzed. It is found that many regulated genes are bound immediately after induction of GATA1 but the residency of GATA1 decreases over time, particularly at repressed genes. Furthermore, it is shown that the repressive mark H3K27me3 is seldom associated with bound repressors, whereas, in contrast, the active (H3K4me3) histone mark is overwhelmingly associated with TF binding. It is hypothesized that during cellular differentiation and development, certain genes are silenced by repressive TFs that subsequently vacate the region. Catching such repressor TFs in the act of silencing via assays such as ChIP-seq is thus a temporally challenging prospect. The use of inducible systems, epitope tags, and alternative techniques may provide opportunities for detecting elusive "hit and run" transcriptional silencing. Also see the video abstract here https://youtu.be/vgrsoP_HF3g.
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Affiliation(s)
- Manan Shah
- School of Biotechnology and Biomolecular Sciences, UNSW Sydney, Sydney, New South Wales, 2052, Australia
| | - Alister P W Funnell
- School of Biotechnology and Biomolecular Sciences, UNSW Sydney, Sydney, New South Wales, 2052, Australia.,Altius Institute for Biomedical Sciences, Seattle, WA, 98121, USA
| | - Kate G R Quinlan
- School of Biotechnology and Biomolecular Sciences, UNSW Sydney, Sydney, New South Wales, 2052, Australia
| | - Merlin Crossley
- School of Biotechnology and Biomolecular Sciences, UNSW Sydney, Sydney, New South Wales, 2052, Australia
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12
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Abstract
Gene regulatory networks are powerful abstractions of biological systems. Since the advent of high-throughput measurement technologies in biology in the late 1990s, reconstructing the structure of such networks has been a central computational problem in systems biology. While the problem is certainly not solved in its entirety, considerable progress has been made in the last two decades, with mature tools now available. This chapter aims to provide an introduction to the basic concepts underpinning network inference tools, attempting a categorization which highlights commonalities and relative strengths. While the chapter is meant to be self-contained, the material presented should provide a useful background to the later, more specialized chapters of this book.
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Affiliation(s)
- Vân Anh Huynh-Thu
- Department of Electrical Engineering and Computer Science, University of Liège, Liège, Belgium
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13
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Nikopoulou C, Panagopoulos G, Sianidis G, Psarra E, Ford E, Thanos D. The Transcription Factor ThPOK Orchestrates Stochastic Interchromosomal Interactions Required for IFNB1 Virus-Inducible Gene Expression. Mol Cell 2018; 71:352-361.e5. [PMID: 30017585 DOI: 10.1016/j.molcel.2018.06.019] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Revised: 04/30/2018] [Accepted: 06/07/2018] [Indexed: 02/01/2023]
Abstract
Virus infection induces stochastic activation of the interferon-β gene. Three previously identified Alu-like DNA elements called NRCs (NF-κB reception centers) function by capturing and delivering NF-κB to the IFNB1 enhancer via stochastic interchromosomal interactions. We show that the transcription factor ThPOK binds cooperatively with NF-κB to NRCs and mediates their physical proximity with the IFNB1 gene via its ability to oligomerize when bound to DNA. ThPOK knockdown significantly decreased the frequency of interchromosomal interactions, NF-κB DNA binding to the IFNB1 enhancer, and virus-induced IFNB1 gene activation. We also demonstrate that cooperative DNA binding between ThPOK and NF-κB on the same face of the double DNA helix is required for interchromosomal interactions and distinguishes NRCs from various other Alu elements bearing κB sites. These studies show how DNA binding cooperativity of stereospecifically aligned transcription factors provides the necessary ultrasensitivity for the all-or-none stochastic cell responses to virus infection.
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Affiliation(s)
- Chrysa Nikopoulou
- Biomedical Research Foundation, Academy of Athens, 4 Soranou Efessiou Street, Athens 11527, Greece
| | - Giorgos Panagopoulos
- Biomedical Research Foundation, Academy of Athens, 4 Soranou Efessiou Street, Athens 11527, Greece
| | - Georgios Sianidis
- Biomedical Research Foundation, Academy of Athens, 4 Soranou Efessiou Street, Athens 11527, Greece
| | - Eleni Psarra
- Biomedical Research Foundation, Academy of Athens, 4 Soranou Efessiou Street, Athens 11527, Greece
| | - Ethan Ford
- Biomedical Research Foundation, Academy of Athens, 4 Soranou Efessiou Street, Athens 11527, Greece
| | - Dimitris Thanos
- Biomedical Research Foundation, Academy of Athens, 4 Soranou Efessiou Street, Athens 11527, Greece.
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14
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Berrozpe G, Bryant GO, Warpinski K, Spagna D, Narayan S, Shah S, Ptashne M. Polycomb Responds to Low Levels of Transcription. Cell Rep 2018; 20:785-793. [PMID: 28746865 DOI: 10.1016/j.celrep.2017.06.076] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Revised: 04/14/2017] [Accepted: 06/23/2017] [Indexed: 01/27/2023] Open
Abstract
How is Polycomb (Pc), a eukaryotic negative regulator of transcription, targeted to specific mammalian genes? Our genome-wide analysis of the Pc mark H3K27me3 in murine cells revealed that Pc is preferentially associated with CpG island promoters of genes that are transcribed at a low level and less so with promoters of genes that are either silent or more highly expressed. Studies of the CpG island promoter of the Kit gene demonstrate that Pc is largely absent when the gene is silent in myeloid cells, as well as when the gene is highly expressed in mast cells. Manipulations that increase transcription in the former case, and reduce it in the latter, increase Pc occupancy. The average negative effect of Pc, we infer, is about 2-fold. We suggest possible biological roles for such negative effects and propose a mechanism by which Pc might be recruited to weakly transcribed genes.
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Affiliation(s)
- Georgina Berrozpe
- Molecular Biology Program, Memorial Sloan Kettering Cancer Center, 430 East 67th Street, New York, NY 10065, USA
| | - Gene O Bryant
- Molecular Biology Program, Memorial Sloan Kettering Cancer Center, 430 East 67th Street, New York, NY 10065, USA
| | - Katherine Warpinski
- Molecular Biology Program, Memorial Sloan Kettering Cancer Center, 430 East 67th Street, New York, NY 10065, USA
| | - Dan Spagna
- Molecular Biology Program, Memorial Sloan Kettering Cancer Center, 430 East 67th Street, New York, NY 10065, USA
| | - Santosh Narayan
- Molecular Biology Program, Memorial Sloan Kettering Cancer Center, 430 East 67th Street, New York, NY 10065, USA
| | - Shivangi Shah
- Molecular Biology Program, Memorial Sloan Kettering Cancer Center, 430 East 67th Street, New York, NY 10065, USA
| | - Mark Ptashne
- Molecular Biology Program, Memorial Sloan Kettering Cancer Center, 430 East 67th Street, New York, NY 10065, USA.
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15
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The rewiring of transcription circuits in evolution. Curr Opin Genet Dev 2017; 47:121-127. [PMID: 29120735 DOI: 10.1016/j.gde.2017.09.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Revised: 09/13/2017] [Accepted: 09/14/2017] [Indexed: 12/24/2022]
Abstract
The binding of transcription regulators to cis-regulatory sequences is a key step through which all cells regulate expression of their genes. Due to gains and losses of cis-regulatory sequences and changes in the transcription regulators themselves, the binding connections between regulators and their target genes rapidly change over evolutionary time and constitute a major source of biological novelty. This review covers recent work, carried out in a wide range of species, that addresses the overall extent of these evolutionary changes, their consequences, and some of the molecular mechanisms that lie behind them.
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16
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Abstract
The Gal4 protein is a well-known prototypic acidic activator that has multiple activation domains. We have previously identified a new activation domain called the nine amino acid transactivation domain (9aaTAD) in Gal4 protein. The family of the 9aaTAD activators currently comprises over 40 members including p53, MLL, E2A and other members of the Gal4 family; Oaf1, Pip2, Pdr1 and Pdr3. In this study, we revised function of all reported Gal4 activation domains. Surprisingly, we found that beside of the activation domain 9aaTAD none of the previously reported activation domains had considerable transactivation potential and were not involved in the activation of transcription. Our results demonstrated that the 9aaTAD domain is the only decisive activation domain in the Gal4 protein. We found that the artificial peptides included in the original Gal4 constructs were results of an unintended consequence of cloning that were responsible for the artificial transcriptional activity. Importantly, the activation domain 9aaTAD, which is the exclusive activation domain in Gal4, is also the central part of a conserved sequence recognized by the inhibitory protein Gal80. We propose a revision of the Gal4 regulation, in which the activation domain 9aaTAD is directly linked to both activation function and Gal80 mediated inhibition.
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17
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Piskacek M, Havelka M, Rezacova M, Knight A. The 9aaTAD Transactivation Domains: From Gal4 to p53. PLoS One 2016; 11:e0162842. [PMID: 27618436 PMCID: PMC5019370 DOI: 10.1371/journal.pone.0162842] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Accepted: 08/29/2016] [Indexed: 12/30/2022] Open
Abstract
The family of the Nine amino acid Transactivation Domain, 9aaTAD family, comprises currently over 40 members. The 9aaTAD domains are universally recognized by the transcriptional machinery from yeast to man. We had identified the 9aaTAD domains in the p53, Msn2, Pdr1 and B42 activators by our prediction algorithm. In this study, their competence to activate transcription as small peptides was proven. Not surprisingly, we elicited immense 9aaTAD divergence in hundreds of identified orthologs and numerous examples of the 9aaTAD species' convergence. We found unforeseen similarity of the mammalian p53 with yeast Gal4 9aaTAD domains. Furthermore, we identified artificial 9aaTAD domains generated accidentally by others. From an evolutionary perspective, the observed easiness to generate 9aaTAD transactivation domains indicates the natural advantage for spontaneous generation of transcription factors from DNA binding precursors.
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Affiliation(s)
- Martin Piskacek
- Laboratory of Cancer Biology and Genetics, Department of Pathological Physiology, Faculty of Medicine, Masaryk University Brno, Kamenice 5, 625 00, Brno, Czech Republic
| | - Marek Havelka
- Laboratory of Cancer Biology and Genetics, Department of Pathological Physiology, Faculty of Medicine, Masaryk University Brno, Kamenice 5, 625 00, Brno, Czech Republic
| | - Martina Rezacova
- Laboratory of Cancer Biology and Genetics, Department of Pathological Physiology, Faculty of Medicine, Masaryk University Brno, Kamenice 5, 625 00, Brno, Czech Republic
| | - Andrea Knight
- Gamma Delta T Cell Laboratory, Department of Pathological Physiology, Faculty of Medicine, Masaryk University Brno, Kamenice 5, 625 00, Brno, Czech Republic
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18
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Wang Q, Donze D. Transcription factor Reb1 is required for proper transcriptional start site usage at the divergently transcribed TFC6-ESC2 locus in Saccharomyces cerevisiae. Gene 2016; 594:108-116. [PMID: 27601258 DOI: 10.1016/j.gene.2016.09.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Revised: 08/15/2016] [Accepted: 09/02/2016] [Indexed: 11/25/2022]
Abstract
Eukaryotic promoters generally contain nucleosome depleted regions near their transcription start sites. In the model organism Saccharomyces cerevisiae, these regions are adjacent to binding sites for general regulatory transcription factors, and the Reb1 protein is commonly bound to promoter DNA near such regions. The yeast TFC6 promoter is a unique RNA polymerase II promoter in that it is autoregulated by its own gene product Tfc6p, which is part of the RNA polymerase III transcription factor complex TFIIIC. We previously demonstrated that mutation of a potential Reb1 binding site adjacent to the TFIIIC binding site in the TFC6 promoter modestly reduces transcript levels, but leads to a severe decrease in Tfc6 protein levels due to an upstream shift in the TFC6 transcription start site. Here we confirm that Reb1p indeed binds to the TFC6 promoter, and is important for proper transcription start site selection and protein expression. Interestingly, loss of Reb1p association at this site has a similar effect on the adjacent divergently transcribed ESC2 promoter, resulting in a significant increase of 5'-extended ESC2 transcripts and reduction of Esc2 protein levels. This altered divergent transcription may be the result of changes in nucleosome positioning at this locus in the absence of Reb1p binding. We speculate that an important function of general regulatory factors such as Reb1p is to establish and maintain proper transcription start sites at promoters, and that when binding of such factors is compromised, resulting effects on mRNA translation may be an underappreciated aspect of gene regulation studies.
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Affiliation(s)
- Qing Wang
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA 70803, United States
| | - David Donze
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA 70803, United States.
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19
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Karaz S, Courgeon M, Lepetit H, Bruno E, Pannone R, Tarallo A, Thouzé F, Kerner P, Vervoort M, Causeret F, Pierani A, D'Onofrio G. Neuronal fate specification by the Dbx1 transcription factor is linked to the evolutionary acquisition of a novel functional domain. EvoDevo 2016; 7:18. [PMID: 27525057 PMCID: PMC4983035 DOI: 10.1186/s13227-016-0055-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 07/27/2016] [Indexed: 12/18/2022] Open
Abstract
Background Dbx1 is a homeodomain transcription factor involved in neuronal fate specification belonging to a widely conserved family among bilaterians. In mammals, Dbx1 was proposed to act as a transcriptional repressor by interacting with the Groucho corepressors to allow the specification of neurons involved in essential biological functions such as locomotion or breathing. Results Sequence alignments of Dbx1 proteins from different species allowed us to identify two conserved domains related to the Groucho-dependent Engrailed repressor domain (RD), as well as a newly described domain composed of clusterized acidic residues at the C-terminus (Cter) which is present in tetrapods but also several invertebrates. Using a heterologous luciferase assay, we showed that the two putative repressor domains behave as such in a Groucho-dependent manner, whereas the Cter does not bear any intrinsic transcriptional activity. Consistently with in vitro data, we found that both RDs are involved in cell fate specification using in vivo electroporation experiments in the chick spinal cord. Surprisingly, we show that the Cter domain is required for Dbx1 function in vivo, acting as a modulator of its repressive activity and/or imparting specificity. Conclusion Our results strongly suggest that the presence of a Cter domain among tetrapods is essential for Dbx1 to regulate neuronal diversity and, in turn, nervous system complexity. Electronic supplementary material The online version of this article (doi:10.1186/s13227-016-0055-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Sonia Karaz
- Institut Jacques Monod, CNRS UMR 7592, Université Paris Diderot, Sorbonne Paris Cité, 75205 Paris Cedex, France
| | - Maximilien Courgeon
- Institut Jacques Monod, CNRS UMR 7592, Université Paris Diderot, Sorbonne Paris Cité, 75205 Paris Cedex, France
| | - Hélène Lepetit
- Institut Jacques Monod, CNRS UMR 7592, Université Paris Diderot, Sorbonne Paris Cité, 75205 Paris Cedex, France
| | - Eugenia Bruno
- Dept. BEOM, Stazione Zoologica A. Dohrn, Villa Comunale, 80121 Naples, Italy
| | - Raimondo Pannone
- Dept. BEOM, Stazione Zoologica A. Dohrn, Villa Comunale, 80121 Naples, Italy
| | - Andrea Tarallo
- Dept. BEOM, Stazione Zoologica A. Dohrn, Villa Comunale, 80121 Naples, Italy
| | - France Thouzé
- Institut Jacques Monod, CNRS UMR 7592, Université Paris Diderot, Sorbonne Paris Cité, 75205 Paris Cedex, France
| | - Pierre Kerner
- Institut Jacques Monod, CNRS UMR 7592, Université Paris Diderot, Sorbonne Paris Cité, 75205 Paris Cedex, France
| | - Michel Vervoort
- Institut Jacques Monod, CNRS UMR 7592, Université Paris Diderot, Sorbonne Paris Cité, 75205 Paris Cedex, France
| | - Frédéric Causeret
- Institut Jacques Monod, CNRS UMR 7592, Université Paris Diderot, Sorbonne Paris Cité, 75205 Paris Cedex, France
| | - Alessandra Pierani
- Institut Jacques Monod, CNRS UMR 7592, Université Paris Diderot, Sorbonne Paris Cité, 75205 Paris Cedex, France
| | - Giuseppe D'Onofrio
- Dept. BEOM, Stazione Zoologica A. Dohrn, Villa Comunale, 80121 Naples, Italy
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20
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Botta S, Marrocco E, de Prisco N, Curion F, Renda M, Sofia M, Lupo M, Carissimo A, Bacci ML, Gesualdo C, Rossi S, Simonelli F, Surace EM. Rhodopsin targeted transcriptional silencing by DNA-binding. eLife 2016; 5:e12242. [PMID: 26974343 PMCID: PMC4805542 DOI: 10.7554/elife.12242] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2015] [Accepted: 02/19/2016] [Indexed: 01/22/2023] Open
Abstract
Transcription factors (TFs) operate by the combined activity of their DNA-binding domains (DBDs) and effector domains (EDs) enabling the coordination of gene expression on a genomic scale. Here we show that in vivo delivery of an engineered DNA-binding protein uncoupled from the repressor domain can produce efficient and gene-specific transcriptional silencing. To interfere with RHODOPSIN (RHO) gain-of-function mutations we engineered the ZF6-DNA-binding protein (ZF6-DB) that targets 20 base pairs (bp) of a RHOcis-regulatory element (CRE) and demonstrate Rho specific transcriptional silencing upon adeno-associated viral (AAV) vector-mediated expression in photoreceptors. The data show that the 20 bp-long genomic DNA sequence is necessary for RHO expression and that photoreceptor delivery of the corresponding cognate synthetic trans-acting factor ZF6-DB without the intrinsic transcriptional repression properties of the canonical ED blocks Rho expression with negligible genome-wide transcript perturbations. The data support DNA-binding-mediated silencing as a novel mode to treat gain-of-function mutations. DOI:http://dx.doi.org/10.7554/eLife.12242.001 Proteins called transcription factors bind to sections of DNA known as regulatory elements to activate or deactivate nearby genes. In animals, transcription factors typically have two sections: a “DNA-binding domain” that attaches to DNA, and an “effector domain” that is responsible for interacting with other proteins to regulate the gene’s expression. Rhodopsin is a gene that encodes the instructions needed to make a light-sensitive protein in the eyes of humans and other animals. Botta et al. have now used this gene as an example to investigate whether proteins that contain a DNA-binding domain – but not an effector domain – can repress gene expression. The experiments show that only a small section of the regulatory elements in the human Rhodopsin gene is actually required for the gene to be expressed. Botta et al. designed an artificial protein – referred to as ZF6-DB – that is able to bind to this section of DNA. The binding of ZF6-DB to this short DNA section was sufficient to switch off a Rhodopsin gene in living pig cells, and, unlike conventional transcription factors, seemed to have minimal impact other genes. Next, Botta et al. used a virus to insert both the gene that encodes ZF6-DB and a normal copy of Rhodopsin into pigs. In these animals, ZF6-DB switched off the existing copy of Rhodopsin, but not the inserted copy so the cells produced a working form of the light-sensitive protein. Further experiments were carried out in mice that have both a faulty version and a normal copy of the Rhodopsin gene. ZF6-DB switched off the faulty Rhodopsin gene, which allowed the normal Rhodopsin gene to work without any interference from the faulty copy. Mutations in Rhodopsin can cause an eye disease that leads to severe loss of vision in humans. These new findings could now guide future efforts to develop treatments for people with this condition. It will also be important to investigate how ZF6-DB binds to the regulatory elements in the Rhodopsin gene and whether a similar strategy could be used to alter the expression of other genes. DOI:http://dx.doi.org/10.7554/eLife.12242.002
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Affiliation(s)
| | - Elena Marrocco
- Telethon Institute of Genetics and Medicine, Napoli, Italy
| | | | - Fabiola Curion
- Telethon Institute of Genetics and Medicine, Napoli, Italy
| | - Mario Renda
- Telethon Institute of Genetics and Medicine, Napoli, Italy
| | - Martina Sofia
- Telethon Institute of Genetics and Medicine, Napoli, Italy
| | | | | | - Maria Laura Bacci
- Department of Veterinary Medical Sciences, University of Bologna, Bologna, Italy
| | - Carlo Gesualdo
- Multidisciplinary Department of Medical, Surgical and Dental Sciences, Eye Clinic, Second University of Naples, Naples, Italy
| | - Settimio Rossi
- Multidisciplinary Department of Medical, Surgical and Dental Sciences, Eye Clinic, Second University of Naples, Naples, Italy
| | - Francesca Simonelli
- Multidisciplinary Department of Medical, Surgical and Dental Sciences, Eye Clinic, Second University of Naples, Naples, Italy
| | - Enrico Maria Surace
- Telethon Institute of Genetics and Medicine, Napoli, Italy.,Department of Translational Medicine, University of Naples Federico II, Naples, Italy
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21
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Dekker J, Mirny L. The 3D Genome as Moderator of Chromosomal Communication. Cell 2016; 164:1110-1121. [PMID: 26967279 PMCID: PMC4788811 DOI: 10.1016/j.cell.2016.02.007] [Citation(s) in RCA: 606] [Impact Index Per Article: 75.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Revised: 01/22/2016] [Accepted: 02/01/2016] [Indexed: 02/07/2023]
Abstract
Proper expression of genes requires communication with their regulatory elements that can be located elsewhere along the chromosome. The physics of chromatin fibers imposes a range of constraints on such communication. The molecular and biophysical mechanisms by which chromosomal communication is established, or prevented, have become a topic of intense study, and important roles for the spatial organization of chromosomes are being discovered. Here we present a view of the interphase 3D genome characterized by extensive physical compartmentalization and insulation on the one hand and facilitated long-range interactions on the other. We propose the existence of topological machines dedicated to set up and to exploit a 3D genome organization to both promote and censor communication along and between chromosomes.
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Affiliation(s)
- Job Dekker
- Howard Hughes Medical Institute, Program in Systems Biology, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA, 01605-0103, USA.
| | - Leonid Mirny
- Institute for Medical Engineering and Science and Department of Physics, Massachusetts Institute of Technology, 77 Massachusetts Avenue, E25-526C, Cambridge, MA 02139, USA.
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22
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The first minutes in the life of a peroxisomal matrix protein. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2015; 1863:814-20. [PMID: 26408939 DOI: 10.1016/j.bbamcr.2015.09.025] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Revised: 09/18/2015] [Accepted: 09/21/2015] [Indexed: 01/30/2023]
Abstract
In the field of intracellular protein sorting, peroxisomes are most famous by their capacity to import oligomeric proteins. The data supporting this remarkable property are abundant and, understandably, have inspired a variety of hypothetical models on how newly synthesized (cytosolic) proteins reach the peroxisome matrix. However, there is also accumulating evidence suggesting that many peroxisomal oligomeric proteins actually arrive at the peroxisome still as monomers. In support of this idea, recent data suggest that PEX5, the shuttling receptor for peroxisomal matrix proteins, is also a chaperone/holdase, binding newly synthesized peroxisomal proteins in the cytosol and blocking their oligomerization. Here we review the data behind these two different perspectives and discuss their mechanistic implications on this protein sorting pathway.
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23
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Hepworth J, Dean C. Flowering Locus C's Lessons: Conserved Chromatin Switches Underpinning Developmental Timing and Adaptation. PLANT PHYSIOLOGY 2015; 168:1237-45. [PMID: 26149571 PMCID: PMC4528751 DOI: 10.1104/pp.15.00496] [Citation(s) in RCA: 69] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2015] [Accepted: 07/03/2015] [Indexed: 05/18/2023]
Abstract
Analysis of how seasonal cues influence the timing of the floral transition has revealed many important principles for how epigenetic regulation can integrate a variety of environmental cues with developmental signals. The study of the pathways that necessitate overwintering in plants and their ability to respond to prolonged cold (the vernalization requirement and response pathways) has elaborated different chromatin regulatory pathways and the involvement of noncoding RNAs. The major target of these vernalization pathways in Arabidopsis (Arabidopsis thaliana) is Flowering Locus C (FLC). A relatively simple picture of FLC regulation is emerging of a few core complexes and mechanisms that antagonize each other's actions. This balance provides a fine degree of control that has nevertheless permitted evolution of a wide range of natural variation in vernalization in Arabidopsis. Similar simple routes of adaptation may underlie life history variation between species.
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Affiliation(s)
- Jo Hepworth
- John Innes Centre, Norwich Research Park, Norwich NR4 7UH, United Kingdom
| | - Caroline Dean
- John Innes Centre, Norwich Research Park, Norwich NR4 7UH, United Kingdom
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24
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GABPα Binding to Overlapping ETS and CRE DNA Motifs Is Enhanced by CREB1: Custom DNA Microarrays. G3-GENES GENOMES GENETICS 2015; 5:1909-18. [PMID: 26185160 PMCID: PMC4555227 DOI: 10.1534/g3.115.020248] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
To achieve proper spatiotemporal control of gene expression, transcription factors cooperatively assemble onto specific DNA sequences. The ETS domain protein monomer of GABPα and the B-ZIP domain protein dimer of CREB1 cooperatively bind DNA only when the ETS (C/GCGGAAGT) and CRE (GTGACGTCAC) motifs overlap precisely, producing the ETS↔CRE motif (C/GCGGAAGTGACGTCAC). We designed a Protein Binding Microarray (PBM) with 60-bp DNAs containing four identical sectors, each with 177,440 features that explore the cooperative interactions between GABPα and CREB1 upon binding the ETS↔CRE motif. The DNA sequences include all 15-mers of the form C/GCGGA—–CG—, the ETS↔CRE motif, and all single nucleotide polymorphisms (SNPs), and occurrences in the human and mouse genomes. CREB1 enhanced GABPα binding to the canonical ETS↔CRE motif CCGGAAGT two-fold, and up to 23-fold for several SNPs at the beginning and end of the ETS motif, which is suggestive of two separate and distinct allosteric mechanisms of cooperative binding. We show that the ETS-CRE array data can be used to identify regions likely cooperatively bound by GABPα and CREB1 in vivo, and demonstrate their ability to identify human genetic variants that might inhibit cooperative binding.
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25
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Hoffmann A, Zimmermann CA, Spengler D. Molecular epigenetic switches in neurodevelopment in health and disease. Front Behav Neurosci 2015; 9:120. [PMID: 26029068 PMCID: PMC4429584 DOI: 10.3389/fnbeh.2015.00120] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 04/26/2015] [Indexed: 12/16/2022] Open
Abstract
Epigenetic mechanisms encode information above and beyond DNA sequence and play a critical role in brain development and the long-lived effects of environmental cues on the pre- and postnatal brain. Switch-like, rather than graded changes, illustrate par excellence how epigenetic events perpetuate altered activity states in the absence of the initial cue. They occur from early neural development to maturation and can give rise to distinct diseases upon deregulation. Many neurodevelopmental genes harbor bivalently marked chromatin domains, states of balanced inhibition, which guide dynamic “ON or OFF” decisions once the balance is tilted in response to developmental or environmental cues. Examples discussed in this review include neuronal differentiation of embryonic stem cells (ESC) into progenitors and beyond, activation of Kiss1 at puberty onset, and early experience-dependent programming of Avp, a major stress gene. At the genome-scale, genomic imprinting can be epigenetically switched on or off at select genes in a tightly controlled temporospatial manner and provides a versatile mechanism for dosage regulation of genes with important roles in stem cell quiescence or differentiation. Moreover, retrotransposition in neural progenitors provides an intriguing example of an epigenetic-like switch, which is stimulated by bivalently marked neurodevelopmental genes and possibly results in increased genomic flexibility regarding unprecedented challenge. Overall, we propose that molecular epigenetic switches illuminate the catalyzing function of epigenetic mechanisms in guiding dynamic changes in gene expression underpinning robust transitions in cellular and organismal phenotypes as well as in the mediation between dynamically changing environments and the static genetic blueprint.
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Affiliation(s)
- Anke Hoffmann
- Translational Research, Max Planck Society, Max Planck Institute of Psychiatry Munich, Bavaria, Germany
| | - Christoph A Zimmermann
- Translational Research, Max Planck Society, Max Planck Institute of Psychiatry Munich, Bavaria, Germany
| | - Dietmar Spengler
- Translational Research, Max Planck Society, Max Planck Institute of Psychiatry Munich, Bavaria, Germany
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26
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Abstract
Interest in the field of epigenetics has increased rapidly over the last decade, with the term becoming more identifiable in biomedical research, scientific fields outside of the molecular sciences, such as ecology and physiology, and even mainstream culture. It has become increasingly clear, however, that different investigators ascribe different definitions to the term. Some employ epigenetics to explain changes in gene expression, others use it to refer to transgenerational effects and/or inherited expression states. This disagreement on a clear definition has made communication difficult, synthesis of epigenetic research across fields nearly impossible, and has in many ways biased methodologies and interpretations. This article discusses the history behind the multitude of definitions that have been employed since the conception of epigenetics, analyzes the components of these definitions, and offers solutions for clarifying the field and mitigating the problems that have arisen due to these definitional ambiguities.
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Affiliation(s)
- Carrie Deans
- Department of Entomology, Texas A&M University, College Station, Texas 77843
| | - Keith A Maggert
- Department of Biology, Texas A&M University, College Station, Texas 77843
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27
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Inactivation of a GAL4-like transcription factor improves cell fitness and product yield in glycoengineered Pichia pastoris strains. Appl Environ Microbiol 2014; 81:260-71. [PMID: 25344235 DOI: 10.1128/aem.02619-14] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
With a completely reengineered and humanized glycosylation pathway, glycoengineered Pichia pastoris has emerged as a promising production host for the manufacture of therapeutic glycoproteins. However, the extensive genetic modifications have also negatively affected the overall fitness levels of the glycoengineered host cells. To make glycoengineered Pichia strains more compatible with a scalable industrial fermentation process, we sought to identify genetic solutions to broadly improve cell robustness during fermentation. In this study, we report that mutations within the Pichia pastoris ATT1 (PpATT1) gene (a homolog of the Saccharomyces cerevisiae GAL4 [ScGAL4] transcriptional activator) dramatically increased the cellular fitness levels of glycoengineered Pichia strains. We demonstrate that deletion of the PpATT1 gene enabled glycoengineered Pichia strains to improve their thermal tolerance levels, reduce their cell lysis defects, and greatly improve fermentation robustness. The extension of the duration of fermentation enabled the PpATT1-modified glycoengineered Pichia strains to increase their product yields significantly without any sacrifice in product quality. Because the ATT1 gene could be deleted from any Pichia strains, including empty hosts and protein-expressing production strains alike, we suggest that the findings described in this study are broadly applicable to any Pichia strains used for the production of therapeutic proteins, including monoclonal antibodies, Fc fusions, peptides, hormones, and growth factors.
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28
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Transcription factor binding predicts histone modifications in human cell lines. Proc Natl Acad Sci U S A 2014; 111:13367-72. [PMID: 25187560 DOI: 10.1073/pnas.1412081111] [Citation(s) in RCA: 84] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Gene expression in higher organisms is thought to be regulated by a complex network of transcription factor binding and chromatin modifications, yet the relative importance of these two factors remains a matter of debate. Here, we show that a computational approach allows surprisingly accurate prediction of histone modifications solely from knowledge of transcription factor binding both at promoters and at potential distal regulatory elements. This accuracy significantly and substantially exceeds what could be achieved by using DNA sequence as an input feature. Remarkably, we show that transcription factor binding enables strikingly accurate predictions across different cell lines. Analysis of the relative importance of specific transcription factors as predictors of specific histone marks recapitulated known interactions between transcription factors and histone modifiers. Our results demonstrate that reported associations between histone marks and gene expression may be indirect effects caused by interactions between transcription factors and histone-modifying complexes.
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29
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Maintenance of postmitotic neuronal cell identity. Nat Neurosci 2014; 17:899-907. [PMID: 24929660 DOI: 10.1038/nn.3731] [Citation(s) in RCA: 124] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Accepted: 04/28/2014] [Indexed: 02/08/2023]
Abstract
The identity of specific cell types in the nervous system is defined by the expression of neuron type-specific gene batteries. How the expression of such batteries is initiated during nervous system development has been under intensive study over the past few decades. However, comparatively little is known about how gene batteries that define the terminally differentiated state of a neuron type are maintained throughout the life of an animal. Here we provide an overview of studies in invertebrate and vertebrate model systems that have carved out the general and not commonly appreciated principle that neuronal identity is maintained in postmitotic neurons by the sustained, and often autoregulated, expression of the same transcription factors that initiate terminal differentiation in a developing organism. Disruption of postmitotic maintenance mechanisms may result in neuropsychiatric and neurodegenerative conditions.
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Pederson T. Repeated TALEs: visualizing DNA sequence localization and chromosome dynamics in live cells. Nucleus 2014; 5:28-31. [PMID: 24637394 PMCID: PMC4028351 DOI: 10.4161/nucl.28143] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Three recent papers, published just weeks apart, describe the use of fluorescent TALEs to tag specific DNA sequences in live cells and, in one case, also in fixed cells, the latter with potential clinical applications.
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Affiliation(s)
- Thoru Pederson
- Program in Cell and Developmental Dynamics; Department of Biochemistry and Molecular Pharmacology; University of Massachusetts Medical School; Worcester, MA USA
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