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152
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Shieh JC, Cheng YC, Su MC, Moore M, Choo Y, Klug A. Tailor-made zinc-finger transcription factors activate FLO11 gene expression with phenotypic consequences in the yeast Saccharomyces cerevisiae. PLoS One 2007; 2:e746. [PMID: 17710146 PMCID: PMC1939876 DOI: 10.1371/journal.pone.0000746] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2007] [Accepted: 07/17/2007] [Indexed: 11/19/2022] Open
Abstract
Cys2His2 zinc fingers are eukaryotic DNA-binding motifs, capable of distinguishing different DNA sequences, and are suitable for engineering artificial transcription factors. In this work, we used the budding yeast Saccharomyces cerevisiae to study the ability of tailor-made zinc finger proteins to activate the expression of the FLO11 gene, with phenotypic consequences. Two three-finger peptides were identified, recognizing sites from the 5' UTR of the FLO11 gene with nanomolar DNA-binding affinity. The three-finger domains and their combined six-finger motif, recognizing an 18-bp site, were fused to the activation domain of VP16 or VP64. These transcription factor constructs retained their DNA-binding ability, with the six-finger ones being the highest in affinity. However, when expressed in haploid yeast cells, only one three-finger recombinant transcription factor was able to activate the expression of FLO11 efficiently. Unlike in the wild-type, cells with such transcriptional activation displayed invasive growth and biofilm formation, without any requirement for glucose depletion. The VP16 and VP64 domains appeared to act equally well in the activation of FLO11 expression, with comparable effects in phenotypic alteration. We conclude that the functional activity of tailor-made transcription factors in cells is not easily predicted by the in vitro DNA-binding activity.
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Affiliation(s)
- Jia-Ching Shieh
- Department of Biomedical Sciences, Chung Shan Medical University, Taichung, Taiwan.
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153
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Suzuki T, Nagai R. Cardiovascular proteomic analysis. J Chromatogr B Analyt Technol Biomed Life Sci 2007; 855:28-34. [PMID: 17350900 DOI: 10.1016/j.jchromb.2007.02.043] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2006] [Revised: 11/24/2006] [Accepted: 02/16/2007] [Indexed: 11/21/2022]
Abstract
Here, we report on our proteomic studies in the field of cardiovascular medicine. Our research has been focused on understanding the role of proteins in cardiovascular disease with a particular focus on epigenetic regulation and biomarker discovery, with the objective of better understanding cardiovascular pathophysiology to lead to the development of new and better diagnostic and therapeutic methods. We have used mass spectrometry for over 5 years as a viable method to investigate protein-protein interactions and post-translational modifications in cellular proteins as well as a method to investigate the role of extra-cellular proteins. Use of mass spectrometry not only as a research tool but also as a potential diagnostic tool is a topic of interest. In addition to these functional proteomics studies, structural proteomic studies are also done with expectations to allow for pinpoint drug design and therapeutic intervention. Collectively, our proteomics studies are focused on understanding the functional role and potential therapeutically exploitable property of proteins in cardiovascular disease from both intra-cellular and extra-cellular aspects with both functional as well as structural proteomics approaches to allow for comprehensive analysis.
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Affiliation(s)
- Toru Suzuki
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
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154
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Nagel S, Burek C, Venturini L, Scherr M, Quentmeier H, Meyer C, Rosenwald A, Drexler HG, MacLeod RAF. Comprehensive analysis of homeobox genes in Hodgkin lymphoma cell lines identifies dysregulated expression of HOXB9 mediated via ERK5 signaling and BMI1. Blood 2007; 109:3015-23. [PMID: 17148583 DOI: 10.1182/blood-2006-08-044347] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Many members of the nearly 200-strong homeobox gene family have been implicated in cancer, mostly following ectopic expression. In this study we analyzed homeobox gene expression in Hodgkin lymphoma (HL) cell lines. Both reverse transcription-polymerase chain reaction (RT-PCR) using degenerate primers and microarray profiling identified consistently up-regulated HOXB9 expression. Analysis of HOXB9 regulation in HL cells revealed E2F3A and BMI1 as activator and repressor, respectively. Furthermore, a constitutively active ERK5 pathway was identified in all HL cell lines analyzed as well as primary HL cells. Our data show that ERK5 probably mediates HOXB9 expression by repressing BMI1. In addition, expression analysis of the neighboring microRNA gene mir-196a1 revealed coregulation with HOXB9. Functional analysis of HOXB9 by knockdown and overexpression assays indicated their influence on both proliferation and apoptosis in HL cells. In summary, we identified up-regulation of HOXB9 in HL mediated by constitutively active ERK5 signaling which may represent novel therapeutic targets in HL.
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Affiliation(s)
- Stefan Nagel
- Human and Animal Cell Cultures, Deutsche Sammlung von Mikroorganismen und Zellkulturen (DSMZ), Braunschweig, Germany.
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155
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Meng X, Thibodeau-Beganny S, Jiang T, Joung JK, Wolfe SA. Profiling the DNA-binding specificities of engineered Cys2His2 zinc finger domains using a rapid cell-based method. Nucleic Acids Res 2007; 35:e81. [PMID: 17537811 PMCID: PMC1920264 DOI: 10.1093/nar/gkm385] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The C2H2 zinc finger is the most commonly utilized framework for engineering DNA-binding domains with novel specificities. Many different selection strategies have been developed to identify individual fingers that possess a particular DNA-binding specificity from a randomized library. In these experiments, each finger is selected in the context of a constant finger framework that ensures the identification of clones with a desired specificity by properly positioning the randomized finger on the DNA template. Following a successful selection, multiple zinc-finger clones are typically recovered that share similarities in the sequences of their DNA-recognition helices. In principle, each of the clones isolated from a selection is a candidate for assembly into a larger multi-finger protein, but to date a high-throughput method for identifying the most specific candidates for incorporation into a final multi-finger protein has not been available. Here we describe the development of a specificity profiling system that facilitates rapid and inexpensive characterization of engineered zinc-finger modules. Moreover, we demonstrate that specificity data collected using this system can be employed to rationally design zinc fingers with improved DNA-binding specificities.
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Affiliation(s)
- Xiangdong Meng
- Program in Gene Function and Expression, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, 364 Plantation St, Worcester, MA 01605 USA, Molecular Pathology Unit, Center for Cancer Research and Center for Computational and Integrative Biology, Massachusetts General Hospital, 149 13th Street, 7th floor, Charlestown, MA 02129 USA and Department of Pathology, Harvard Medical School, Boston, MA 02115 USA
| | - Stacey Thibodeau-Beganny
- Program in Gene Function and Expression, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, 364 Plantation St, Worcester, MA 01605 USA, Molecular Pathology Unit, Center for Cancer Research and Center for Computational and Integrative Biology, Massachusetts General Hospital, 149 13th Street, 7th floor, Charlestown, MA 02129 USA and Department of Pathology, Harvard Medical School, Boston, MA 02115 USA
| | - Tao Jiang
- Program in Gene Function and Expression, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, 364 Plantation St, Worcester, MA 01605 USA, Molecular Pathology Unit, Center for Cancer Research and Center for Computational and Integrative Biology, Massachusetts General Hospital, 149 13th Street, 7th floor, Charlestown, MA 02129 USA and Department of Pathology, Harvard Medical School, Boston, MA 02115 USA
| | - J. Keith Joung
- Program in Gene Function and Expression, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, 364 Plantation St, Worcester, MA 01605 USA, Molecular Pathology Unit, Center for Cancer Research and Center for Computational and Integrative Biology, Massachusetts General Hospital, 149 13th Street, 7th floor, Charlestown, MA 02129 USA and Department of Pathology, Harvard Medical School, Boston, MA 02115 USA
| | - Scot A. Wolfe
- Program in Gene Function and Expression, Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, 364 Plantation St, Worcester, MA 01605 USA, Molecular Pathology Unit, Center for Cancer Research and Center for Computational and Integrative Biology, Massachusetts General Hospital, 149 13th Street, 7th floor, Charlestown, MA 02129 USA and Department of Pathology, Harvard Medical School, Boston, MA 02115 USA
- *To whom correspondence should be addressed. 508 856 3953508 856 5460
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156
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Nikolaev Y, Pervushin K. NMR spin state exchange spectroscopy reveals equilibrium of two distinct conformations of leucine zipper GCN4 in solution. J Am Chem Soc 2007; 129:6461-9. [PMID: 17469817 DOI: 10.1021/ja0685295] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The resonance assignment, secondary structure, and dynamic properties of a stable noncoiled coil conformation of the dimerization domain from yeast transcription activation factor GCN4 (Leu zipper; LZGCN4) are presented. Introduced in this paper, a new line of fully optimized spin state exchange experiments, XYEX-TROSY, applied to 1HN, 15N and 1Halpha,13Calpha moieties, established that in broad range of pH and buffer conditions the classical LZGCN4 coiled coil dimer is in a dynamic equilibrium with another distinct conformation (denoted here as x-form) and enabled complete assignment of the resonances stemming from the x-form. The LZGCN4 x-form is generally less structured in comparison with the classical GCN4-p1 coiled coil, but still retains a structured alpha-helical central core. The implications for folding properties and biological significance are discussed.
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Affiliation(s)
- Yaroslav Nikolaev
- Laboratory of Physical Chemistry, Swiss Federal Institute of Technology (ETH Zurich), CH-8093 Zurich, Switzerland
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157
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O'Geen H, Squazzo SL, Iyengar S, Blahnik K, Rinn JL, Chang HY, Green R, Farnham PJ. Genome-wide analysis of KAP1 binding suggests autoregulation of KRAB-ZNFs. PLoS Genet 2007; 3:e89. [PMID: 17542650 PMCID: PMC1885280 DOI: 10.1371/journal.pgen.0030089] [Citation(s) in RCA: 151] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2007] [Accepted: 04/19/2007] [Indexed: 12/13/2022] Open
Abstract
We performed a genome-scale chromatin immunoprecipitation (ChIP)-chip comparison of two modifications (trimethylation of lysine 9 [H3me3K9] and trimethylation of lysine 27 [H3me3K27]) of histone H3 in Ntera2 testicular carcinoma cells and in three different anatomical sources of primary human fibroblasts. We found that in each of the cell types the two modifications were differentially enriched at the promoters of the two largest classes of transcription factors. Specifically, zinc finger (ZNF) genes were bound by H3me3K9 and homeobox genes were bound by H3me3K27. We have previously shown that the Polycomb repressive complex 2 is responsible for mediating trimethylation of lysine 27 of histone H3 in human cancer cells. In contrast, there is little overlap between H3me3K9 targets and components of the Polycomb repressive complex 2, suggesting that a different histone methyltransferase is responsible for the H3me3K9 modification. Previous studies have shown that SETDB1 can trimethylate H3 on lysine 9, using in vitro or artificial tethering assays. SETDB1 is thought to be recruited to chromatin by complexes containing the KAP1 corepressor. To determine if a KAP1-containing complex mediates trimethylation of the identified H3me3K9 targets, we performed ChIP-chip assays and identified KAP1 target genes using human 5-kb promoter arrays. We found that a large number of genes of ZNF transcription factors were bound by both KAP1 and H3me3K9 in normal and cancer cells. To expand our studies of KAP1, we next performed a complete genomic analysis of KAP1 binding using a 38-array tiling set, identifying ~7,000 KAP1 binding sites. The identified KAP1 targets were highly enriched for C2H2 ZNFs, especially those containing Krüppel-associated box (KRAB) domains. Interestingly, although most KAP1 binding sites were within core promoter regions, the binding sites near ZNF genes were greatly enriched within transcribed regions of the target genes. Because KAP1 is recruited to the DNA via interaction with KRAB-ZNF proteins, we suggest that expression of KRAB-ZNF genes may be controlled via an auto-regulatory mechanism involving KAP1. Methylation of lysines 9 or 27 of histone H3 (H3me3K9 or H3me3K27, respectively) has been associated with silenced chromatin. However, a comprehensive comparison of the regions of the genome bound by these two types of modified histone H3 has not been performed. Therefore, we compared the binding patterns of H3me3K9 and H3me3K27 at ~26,000 human promoters in four different cell populations. Our studies indicated that the two marks segregate differentially with the two most common types of transcriptional regulators; H3me3K27 is highly enriched at homeobox genes and H3me3K9 is highly enriched at zinc-finger genes (ZNFs). We showed that many of the promoters bound by H3me3K9 are also bound by the corepressor KAP1. A genome-wide screen for KAP1 target genes revealed a difference in the location of KAP1 binding sites in the ZNF genes versus other targets. In general, KAP1 binding sites were localized to core promoter regions. However, KAP1 binding sites associated with ZNF genes are near the 3′ end of the coding region. Our results suggest that the KRAB-ZNF family members participate in an autoregulatory loop involving binding of the KAP1 protein to the 3′ end of the ZNF target genes, resulting in trimethylation of H3K9 and transcriptional repression.
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Affiliation(s)
- Henriette O'Geen
- Department of Pharmacology, University of California Davis, Davis, California, United States of America
- The Genome Center, University of California Davis, Davis, California, United States of America
| | - Sharon L Squazzo
- Department of Pharmacology, University of California Davis, Davis, California, United States of America
- The Genome Center, University of California Davis, Davis, California, United States of America
| | - Sushma Iyengar
- Department of Pharmacology, University of California Davis, Davis, California, United States of America
- The Genome Center, University of California Davis, Davis, California, United States of America
| | - Kim Blahnik
- Department of Pharmacology, University of California Davis, Davis, California, United States of America
- The Genome Center, University of California Davis, Davis, California, United States of America
| | - John L Rinn
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, California, United States of America
| | - Howard Y Chang
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, California, United States of America
| | - Roland Green
- NimbleGen Systems, Madison, Wisconsin, United States of America
| | - Peggy J Farnham
- Department of Pharmacology, University of California Davis, Davis, California, United States of America
- The Genome Center, University of California Davis, Davis, California, United States of America
- * To whom correspondence should be addressed. E-mail:
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158
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D'mello V, Lee JY, MacDonald CC, Tian B. Alternative mRNA polyadenylation can potentially affect detection of gene expression by affymetrix genechip arrays. ACTA ACUST UNITED AC 2007; 5:249-53. [PMID: 17140271 DOI: 10.2165/00822942-200605040-00007] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
DNA microarrays have been widely used to examine gene expression. The Affymetrix GeneChip is one of the most commonly used platforms, employing DNA probes of 25 nucleotides designed to hybridise to different regions of target mRNA. The targeted region is often biased toward the 3' end of mRNA, which can lead to biases in detection. A large number of mammalian genes can undergo alternative polyadenylation under different cellular conditions. Multiple polyadenylation sites can lead to variable transcripts with different hybridisation properties. Here, we surveyed probes on human, mouse and rat GeneChip arrays and found that the detection of a significant proportion of mRNAs can potentially be affected by alternative polyadenylation. This could lead to inaccurate interpretation of GeneChip data when the changes of expression values actually result from alternative use of polyadenylation sites.
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Affiliation(s)
- Veera D'mello
- Department of Biochemistry and Molecular Biology, New Jersey Medical School, University of Medicine and Dentistry of New Jersey, Newark, New Jersey 07101, USA
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159
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Denissov S, van Driel M, Voit R, Hekkelman M, Hulsen T, Hernandez N, Grummt I, Wehrens R, Stunnenberg H. Identification of novel functional TBP-binding sites and general factor repertoires. EMBO J 2007; 26:944-54. [PMID: 17268553 PMCID: PMC1852848 DOI: 10.1038/sj.emboj.7601550] [Citation(s) in RCA: 86] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2006] [Accepted: 12/15/2006] [Indexed: 02/08/2023] Open
Abstract
Our current knowledge of the general factor requirement in transcription by the three mammalian RNA polymerases is based on a small number of model promoters. Here, we present a comprehensive chromatin immunoprecipitation (ChIP)-on-chip analysis for 28 transcription factors on a large set of known and novel TATA-binding protein (TBP)-binding sites experimentally identified via ChIP cloning. A large fraction of identified TBP-binding sites is located in introns or lacks a gene/mRNA annotation and is found to direct transcription. Integrated analysis of the ChIP-on-chip data and functional studies revealed that TAF12 hitherto regarded as RNA polymerase II (RNAP II)-specific was found to be also involved in RNAP I transcription. Distinct profiles for general transcription factors and TAF-containing complexes were uncovered for RNAP II promoters located in CpG and non-CpG islands suggesting distinct transcription initiation pathways. Our study broadens the spectrum of general transcription factor function and uncovers a plethora of novel, functional TBP-binding sites in the human genome.
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Affiliation(s)
- Sergey Denissov
- Department of Molecular Biology, Nijmegen Centre for Molecular Life Sciences, Radboud University, Nijmegen, The Netherlands
| | - Marc van Driel
- Department of Molecular Biology, Nijmegen Centre for Molecular Life Sciences, Radboud University, Nijmegen, The Netherlands
- Centre for Molecular and Biomolecular Informatics, Radboud University, Nijmegen, The Netherlands
| | - Renate Voit
- Division of Molecular Biology of the Cell II, German Cancer Research Center, Heidelberg, Germany
| | - Maarten Hekkelman
- Centre for Molecular and Biomolecular Informatics, Radboud University, Nijmegen, The Netherlands
| | - Tim Hulsen
- Centre for Molecular and Biomolecular Informatics, Radboud University, Nijmegen, The Netherlands
| | - Nouria Hernandez
- Howard Hughes Medical Institute, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Ingrid Grummt
- Division of Molecular Biology of the Cell II, German Cancer Research Center, Heidelberg, Germany
| | - Ron Wehrens
- Institute for Molecules and Materials, Radboud University, Nijmegen, The Netherlands
| | - Hendrik Stunnenberg
- Department of Molecular Biology, Nijmegen Centre for Molecular Life Sciences, Radboud University, Nijmegen, The Netherlands
- Department of Molecular Biology, Nijmegen Centre for Molecular Life Sciences (274), Radboud University, PO Box 9101 6500, HB Nijmegen, The Netherlands. Tel.: +31 24 3610524; Fax: +31 24 3610520; E-mail:
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160
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Moehle EA, Rock JM, Lee YL, Jouvenot Y, DeKelver RC, Gregory PD, Urnov FD, Holmes MC. Targeted gene addition into a specified location in the human genome using designed zinc finger nucleases. Proc Natl Acad Sci U S A 2007; 104:3055-60. [PMID: 17360608 PMCID: PMC1802009 DOI: 10.1073/pnas.0611478104] [Citation(s) in RCA: 306] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Efficient incorporation of novel DNA sequences into a specific site in the genome of living human cells remains a challenge despite its potential utility to genetic medicine, biotechnology, and basic research. We find that a precisely placed double-strand break induced by engineered zinc finger nucleases (ZFNs) can stimulate integration of long DNA stretches into a predetermined genomic location, resulting in high-efficiency site-specific gene addition. Using an extrachromosomal DNA donor carrying a 12-bp tag, a 900-bp ORF, or a 1.5-kb promoter-transcription unit flanked by locus-specific homology arms, we find targeted integration frequencies of 15%, 6%, and 5%, respectively, within 72 h of treatment, and with no selection for the desired event. Importantly, we find that the integration event occurs in a homology-directed manner and leads to the accurate reconstruction of the donor-specified genotype at the endogenous chromosomal locus, and hence presumably results from synthesis-dependent strand annealing repair of the break using the donor DNA as a template. This site-specific gene addition occurs with no measurable increase in the rate of random integration. Remarkably, we also find that ZFNs can drive the addition of an 8-kb sequence carrying three distinct promoter-transcription units into an endogenous locus at a frequency of 6%, also in the absence of any selection. These data reveal the surprising versatility of the specialized polymerase machinery involved in double-strand break repair, illuminate a powerful approach to mammalian cell engineering, and open the possibility of ZFN-driven gene addition therapy for human genetic disease.
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Affiliation(s)
- Erica A. Moehle
- Sangamo BioSciences, Inc., Point Richmond Technology Center, 501 Canal Boulevard, Suite A100, Richmond, CA 94804
| | - Jeremy M. Rock
- Sangamo BioSciences, Inc., Point Richmond Technology Center, 501 Canal Boulevard, Suite A100, Richmond, CA 94804
| | - Ya-Li Lee
- Sangamo BioSciences, Inc., Point Richmond Technology Center, 501 Canal Boulevard, Suite A100, Richmond, CA 94804
| | - Yann Jouvenot
- Sangamo BioSciences, Inc., Point Richmond Technology Center, 501 Canal Boulevard, Suite A100, Richmond, CA 94804
| | - Russell C. DeKelver
- Sangamo BioSciences, Inc., Point Richmond Technology Center, 501 Canal Boulevard, Suite A100, Richmond, CA 94804
| | - Philip D. Gregory
- Sangamo BioSciences, Inc., Point Richmond Technology Center, 501 Canal Boulevard, Suite A100, Richmond, CA 94804
| | - Fyodor D. Urnov
- Sangamo BioSciences, Inc., Point Richmond Technology Center, 501 Canal Boulevard, Suite A100, Richmond, CA 94804
- *To whom correspondence should be addressed. E-mail:
| | - Michael C. Holmes
- Sangamo BioSciences, Inc., Point Richmond Technology Center, 501 Canal Boulevard, Suite A100, Richmond, CA 94804
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161
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Passerini A, Andreini C, Menchetti S, Rosato A, Frasconi P. Predicting zinc binding at the proteome level. BMC Bioinformatics 2007; 8:39. [PMID: 17280606 PMCID: PMC1800866 DOI: 10.1186/1471-2105-8-39] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2006] [Accepted: 02/05/2007] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Metalloproteins are proteins capable of binding one or more metal ions, which may be required for their biological function, for regulation of their activities or for structural purposes. Metal-binding properties remain difficult to predict as well as to investigate experimentally at the whole-proteome level. Consequently, the current knowledge about metalloproteins is only partial. RESULTS The present work reports on the development of a machine learning method for the prediction of the zinc-binding state of pairs of nearby amino-acids, using predictors based on support vector machines. The predictor was trained using chains containing zinc-binding sites and non-metalloproteins in order to provide positive and negative examples. Results based on strong non-redundancy tests prove that (1) zinc-binding residues can be predicted and (2) modelling the correlation between the binding state of nearby residues significantly improves performance. The trained predictor was then applied to the human proteome. The present results were in good agreement with the outcomes of previous, highly manually curated, efforts for the identification of human zinc-binding proteins. Some unprecedented zinc-binding sites could be identified, and were further validated through structural modelling. The software implementing the predictor is freely available at: http://zincfinder.dsi.unifi.it CONCLUSION The proposed approach constitutes a highly automated tool for the identification of metalloproteins, which provides results of comparable quality with respect to highly manually refined predictions. The ability to model correlations between pairwise residues allows it to obtain a significant improvement over standard 1D based approaches. In addition, the method permits the identification of unprecedented metal sites, providing important hints for the work of experimentalists.
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Affiliation(s)
- Andrea Passerini
- Machine Learning and Neural Networks Group, Dipartimento di Sistemi e Informatica, Università degli Studi di Firenze, Italy
| | - Claudia Andreini
- Magnetic Resonance Center (CERM) and Dipartimento di Chimica, Università degli Studi di Firenze, Italy
| | - Sauro Menchetti
- Machine Learning and Neural Networks Group, Dipartimento di Sistemi e Informatica, Università degli Studi di Firenze, Italy
| | - Antonio Rosato
- Magnetic Resonance Center (CERM) and Dipartimento di Chimica, Università degli Studi di Firenze, Italy
| | - Paolo Frasconi
- Machine Learning and Neural Networks Group, Dipartimento di Sistemi e Informatica, Università degli Studi di Firenze, Italy
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162
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Sciascia SA, Robson K, Zhu L, Garland M, Grabosch S, Kelamis J, Messamore W, Bradley T, Sourk A, Westberg L, Goodnight W, Tongson K, Holloway N, Wardak Z, Sudyka M, Masrani S, Chintalapati S, Cagaanan M, Brown JC, Stetler DA. Immunization of nonautoimmune mice with DNA binding domains of the largest subunit of RNA polymerase I results in production of anti-dsDNA and anti-Sm/RNP antibodies. Autoimmunity 2007; 40:38-47. [PMID: 17364496 DOI: 10.1080/08916930601185550] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Antibodies against the N-terminal (NT) but not the basic domain (BD), DNA binding regions of the largest subunit (S1) of RNA polymerase I (RNAPI) were detected in the sera of MRL-lpr/lpr lupus mice. Antibodies against both RNAPI(S1)-NT and -BD, as well as other systemic lupus erythematosus (SLE) autoantigens (La, ribosomal P proteins and Sm/RNP) were produced by rabbits immunized with anti-DNA antibodies that had been affinity purified from SLE patients. Immunization of nonautoimmune mice (Balb/c) with RNAPI(S1)-NT, RNAPI(S1)-BD, or La in the form of GST fusion proteins, induced production of anti-double-stranded (ds) DNA and anti-Sm/RNP. GST-P1 did not induce an anti-dsDNA response in these mice. These results demonstrate that RNAPI(S1)-NT, RNAPI(S1)-BD and La can participate in an anti-autoantigen/anti-DNA antibody loop during an SLE-like autoimmune response.
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Affiliation(s)
- Sandra A Sciascia
- Department of Molecular Biosciences, University of Kansas. Lawrence, KS 66045, USA
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163
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Abstract
Zinc is one of the metal ions essential for life, as it is required for the proper functioning of a large number of proteins. Despite its importance, the annotation of zinc-binding proteins in gene banks or protein domain databases still has significant room for improvement. In the present work, we compiled a list of known zinc-binding protein domains and of known zinc-binding sequence motifs (zinc-binding patterns), and then used them jointly to analyze the proteome of 57 different organisms to obtain an overview of zinc usage by archaeal, bacterial, and eukaryotic organisms. Zinc-binding proteins are an abundant fraction of these proteomes, ranging between 4% and 10%. The number of zinc-binding proteins correlates linearly with the total number of proteins encoded by the genome of an organism, but the proportionality constant of Eukaryota (8.8%) is significantly higher than that observed in Bacteria and Archaea (from 5% to 6%). Most of this enrichment is due to the larger portfolio of regulatory proteins in Eukaryota.
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Affiliation(s)
- Claudia Andreini
- Magnetic Resonance Center (CERM), University of Florence, Via L. Sacconi 6, 50019 Sesto Fiorentino, Italy
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164
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Varonka MS, Warren TH. S-nitrosothiol and nitric oxide reactivity at β-diketiminato zinc thiolates. Inorganica Chim Acta 2007. [DOI: 10.1016/j.ica.2006.07.049] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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165
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Li J, Chen X, Yang H, Wang S, Guo B, Yu L, Wang Z, Fu J. The zinc finger transcription factor 191 is required for early embryonic development and cell proliferation. Exp Cell Res 2006; 312:3990-8. [PMID: 17064688 DOI: 10.1016/j.yexcr.2006.08.020] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2006] [Revised: 08/19/2006] [Accepted: 08/23/2006] [Indexed: 11/20/2022]
Abstract
Human zinc finger protein 191 (ZNF191/ZNF24) was cloned and characterized as a SCAN family member, which shows 94% identity to its mouse homologue zinc finger protein 191 (Zfp191). ZNF191 can specifically interact with an intronic polymorphic TCAT repeat (HUMTH01) in the tyrosine hydroxylase (TH) gene. Allelic variations of HUMTH01 have been stated to have a quantitative silencing effect on TH gene expression and to correlate with quantitative and qualitative changes in the binding by ZNF191. Zfp191 is widely expressed during embryonic development and in multiple tissues and organs in adult. To investigate the functions of Zfp191 in vivo, we have used homologous recombination to generate mice that are deficient in Zfp191. Heterozygous Zfp191(+/-) mice are normal and fertile. Homozygous Zfp191(-/-) embryos are severely retarded in development and die at approximately 7.5 days post-fertilization. Unexpectedly, in Zfp191(-/-) and Zfp191(+/-) embryos, TH gene expression is not affected. Blastocyst outgrowth experiments and the RNA interference-mediated knockdown of ZNF191 in cultured cells revealed an essential role for Zfp191 in cell proliferation. In further agreement with this function, no viable Zfp191(-/-) cell lines were obtained by derivation of embryonic stem (ES) cells from blastocysts of Zfp191(+/-) intercrosses or by forced homogenotization of heterozygous ES cells at high concentrations of G418. These data show that Zfp191 is indispensable for early embryonic development and cell proliferation.
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Affiliation(s)
- Jianzhong Li
- Department of Biochemical Pharmacy, Second Military Medical University, Shanghai, China
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166
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Ermentrout RM, Layon ME, Ackley CJ, Venkatesan P, Lowrey CH. The effects of lead and cadmium on GATA-1 regulated erythroid gene expression. Blood Cells Mol Dis 2006; 37:164-72. [PMID: 17055757 DOI: 10.1016/j.bcmd.2006.08.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2006] [Revised: 08/09/2006] [Accepted: 08/10/2006] [Indexed: 10/24/2022]
Abstract
Lead (Pb) and cadmium (Cd) are heavy metal toxins that cause many pathophysiologic effects, including anemia. Previous in vitro studies have shown that these metals are able to replace coordinated Zinc (Zn) atoms in the Zn fingers of transcription factors and that this can alter the structure and DNA-binding characteristics of these proteins. This has lead to the hypothesis that one mechanism underlying the toxic effects of Pb and Cd is their ability to alter Zn finger transcription factor function resulting in aberrant target gene expression. A recent report that Pb is able to replace Zn in the Zn fingers of the hematopoietic transcription factor GATA-1 prompted us to address this hypothesis in the setting of MEL cell differentiation. If Pb or Cd is able to inhibit GATA-1 function, this should be detectable through alterations in chemically induced erythroid differentiation and GATA-1-dependent gene expression. Despite a strong rationale for this hypothesis, we have found no significant change in MEL differentiation, the expression of several GATA-1 target genes, or of in vitro and in vivo GATA-1 binding to DNA at concentrations well above those associated with toxic effects in humans. These results argue against the hypothesis that Pb or Cd significantly alters GATA-1 function in vivo.
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Affiliation(s)
- R Mitchell Ermentrout
- Department of Medicine and Pharmacology and Toxicology of Dartmouth Medical School, Hanover, NH, USA
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167
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Abstract
U2 snRNP auxiliary factor (U2AF) is an essential heterodimeric splicing factor composed of two subunits, U2AF(65) and U2AF(35). During the past few years, a number of proteins related to both U2AF(65) and U2AF(35) have been discovered. Here, we review the conserved structural features that characterize the U2AF protein families and their evolutionary emergence. We perform a comprehensive database search designed to identify U2AF protein isoforms produced by alternative splicing, and we discuss the potential implications of U2AF protein diversity for splicing regulation.
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Affiliation(s)
- Inês Mollet
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Avenue Prof. Egas Moniz, 1649-028 Lisbon, Portugal
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168
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Beltran A, Liu Y, Parikh S, Temple B, Blancafort P. Interrogating genomes with combinatorial artificial transcription factor libraries: asking zinc finger questions. Assay Drug Dev Technol 2006; 4:317-31. [PMID: 16834537 DOI: 10.1089/adt.2006.4.317] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Artificial transcription factors (ATFs) are proteins designed to specifically bind and regulate genes. Because of their DNA-binding selectivity and modular organization, arrays of zinc finger (ZF) domains have traditionally been used to build the ATF's DNA-binding domains. ATFs have been designed and constructed to regulate a variety of therapeutic targets. Recently, novel combinatorial technologies have been developed to induce expression of any gene of interest or to modify cellular phenotypes. Large repertoires of ATFs have been generated by recombination of all available sequence-specific ZF lexicons. These libraries comprise millions of ATFs with unique DNA-binding specificities. The ATFs are produced by combinatorial assembly of three- and six-ZF building blocks and are linked to activator or repressor domains. Upon delivery into a cell population, any gene in the human genome can potentially be regulated. ATF library members generate genome-wide, experimental perturbations of gene expression, resulting in a phenotypically diverse population, or cellular library. A variety of phenotypic screenings can be applied to select for cells exhibiting a phenotype of interest. The ATFs are then used as genetic probes to identify the targeted genes responsible for the phenotypic switch. In this review we will summarize several applications of ATF library screenings in gene discovery, biotechnology, and disease therapeutics.
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Affiliation(s)
- Adriana Beltran
- Department of Pharmacology, University of North Carolina, Chapel Hill, NC 27599, USA
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169
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Pacheco TR, Coelho MB, Desterro JMP, Mollet I, Carmo-Fonseca M. In vivo requirement of the small subunit of U2AF for recognition of a weak 3' splice site. Mol Cell Biol 2006; 26:8183-90. [PMID: 16940179 PMCID: PMC1636752 DOI: 10.1128/mcb.00350-06] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The U2 snRNP auxiliary factor (U2AF) is an essential splicing factor composed of two subunits, a large, 65-kDa subunit (U2AF(65)) and a small subunit, U2AF(35). U2AF(65) binds to the polypyrimidine tract upstream from the 3' splice site and promotes U2 snRNP binding to the pre-mRNA. Based on in vitro studies, it has been proposed that U2AF(35) plays a role in assisting U2AF(65) recruitment to nonconsensus polypyrimidine tracts. Here we have analyzed in vivo the roles of the two subunits of U2AF in the selection between alternative 3' splice sites associated with polypyrimidine tracts of different strengths. Our results reveal a feedback mechanism by which RNA interference (RNAi)-mediated depletion of U2AF(65) triggers the downregulation of U2AF(35). We further show that the knockdown of each U2AF subunit inhibits weak 3' splice site recognition, while overexpression of U2AF(65) alone is sufficient to activate the selection of this splice site. A variant of U2AF(65) lacking the interaction domain with U2AF(35) shows a reduced ability to promote this splicing event, suggesting that recognition of the weak 3' splice site involves the U2AF heterodimer. Furthermore, our data suggest that, rather than being required for splicing of all pre-mRNA substrates containing a weak polypyrimidine tract, U2AF(35) regulates the selection of weak 3' splice sites in a specific subset of cellular transcripts.
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Affiliation(s)
- Teresa R Pacheco
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisboa, Portugal
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170
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Materna SC, Howard-Ashby M, Gray RF, Davidson EH. The C2H2 zinc finger genes of Strongylocentrotus purpuratus and their expression in embryonic development. Dev Biol 2006; 300:108-20. [PMID: 16997293 DOI: 10.1016/j.ydbio.2006.08.032] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2006] [Revised: 08/04/2006] [Accepted: 08/16/2006] [Indexed: 11/21/2022]
Abstract
The C2H2 zinc finger is one of the most abundant protein domains and is thought to have been extensively replicated in diverse animal clades. Some well-studied proteins that contain this domain are transcriptional regulators. As part of an attempt to delineate all transcription factors encoded in the Strongylocentrotus purpuratus genome, we identified the C2H2 zinc finger genes indicated in the sequence, and examined their involvement in embryonic development. We found 377 zinc finger genes in the sea urchin genome, about half the number found in mice or humans. Their expression was measured by quantitative PCR. Up to the end of gastrulation less than a third of these genes is expressed, and about 75% of the expressed genes are maternal; both parameters distinguish these from all other classes of regulatory genes as measured in other studies. Spatial expression pattern was determined by whole mount in situ hybridization for 43 genes transcribed at a sufficient level, and localized expression was observed in diverse embryonic tissues. These genes may execute important regulatory functions in development. However, the functional meaning of the majority of this large gene family remains undefined.
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Affiliation(s)
- Stefan C Materna
- Division of Biology, California Institute of Technology, Pasadena, CA 91125, USA
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171
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Liu J, Perumal NB, Oldfield CJ, Su EW, Uversky VN, Dunker AK. Intrinsic disorder in transcription factors. Biochemistry 2006; 45:6873-88. [PMID: 16734424 PMCID: PMC2538555 DOI: 10.1021/bi0602718] [Citation(s) in RCA: 548] [Impact Index Per Article: 30.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Intrinsic disorder (ID) is highly abundant in eukaryotes, which reflect the greater need for disorder-associated signaling and transcriptional regulation in nucleated cells. Although several well-characterized examples of intrinsically disordered proteins in transcriptional regulation have been reported, no systematic analysis has been reported so far. To test for the general prevalence of intrinsic disorder in transcriptional regulation, we used the predictor of natural disorder regions (PONDR) to analyze the abundance of intrinsic disorder in three transcription factor datasets and two control sets. This analysis revealed that from 94.13 to 82.63% of transcription factors possess extended regions of intrinsic disorder, relative to 54.51 and 18.64% of the proteins in two control datasets, which indicates the significant prevalence of intrinsic disorder in transcription factors. This propensity of transcription factors to intrinsic disorder was confirmed by cumulative distribution function analysis and charge-hydropathy plots. The amino acid composition analysis showed that all three transcription factor datasets were substantially depleted in order-promoting residues and significantly enriched in disorder-promoting residues. Our analysis of the distribution of disorder within the transcription factor datasets revealed that (a) the AT-hooks and basic regions of transcription factor DNA-binding domains are highly disordered; (b) the degree of disorder in transcription factor activation regions is much higher than that in DNA-binding domains; (c) the degree of disorder is significantly higher in eukaryotic transcription factors than in prokaryotic transcription factors; and (d) the level of alpha-MoRF (molecular recognition feature) prediction is much higher in transcription factors. Overall, our data reflected the fact that eukaryotes with well-developed gene transcription machinery require transcription factor flexibility to be more efficient.
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Affiliation(s)
- Jiangang Liu
- School of Informatics, Indiana University – Purdue University Indianapolis, 535 West Michigan St., Indianapolis, IN 46202, USA
- Bioinformatics Group, Lilly Research Laboratories, Eli Lilly and Company, DC GL54, Greenfield, IN 46140, USA
| | - Narayanan B. Perumal
- School of Informatics, Indiana University – Purdue University Indianapolis, 535 West Michigan St., Indianapolis, IN 46202, USA
| | - Christopher J. Oldfield
- School of Informatics, Indiana University – Purdue University Indianapolis, 535 West Michigan St., Indianapolis, IN 46202, USA
- Department of Biochemistry and Molecular Biology, and the Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, 714 N Senate Ave, suite 250, Indianapolis, IN 46202, USA
| | - Eric W. Su
- Bioinformatics Group, Lilly Research Laboratories, Eli Lilly and Company, DC GL54, Greenfield, IN 46140, USA
| | - Vladimir N. Uversky
- Department of Biochemistry and Molecular Biology, and the Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, 714 N Senate Ave, suite 250, Indianapolis, IN 46202, USA
- Institute for Biological Instrumentation, Russian Academy of Sciences, 142292 Pushchino, Moscow Region, Russia
- Molecular Kinetics, Inc., 6201 La Pas Trail, Suite 160, Indianapolis, Indiana 46268, USA
- To whom correspondence should be addressed at Center for Computational Biology and Bioinformatics, Department of Biochemistry and Molecular Biology, School of Medicine, Indiana University - Purdue University at Indianapolis, 714 N. Senate St., Suite 250, Indianapolis, IN 46202. Phone: 317-278-9650; fax: 317-278-9217; E-mail:
| | - A. Keith Dunker
- School of Informatics, Indiana University – Purdue University Indianapolis, 535 West Michigan St., Indianapolis, IN 46202, USA
- Department of Biochemistry and Molecular Biology, and the Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, 714 N Senate Ave, suite 250, Indianapolis, IN 46202, USA
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172
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Hawkins RD, Ren B. Genome-wide location analysis: insights on transcriptional regulation. Hum Mol Genet 2006; 15 Spec No 1:R1-7. [PMID: 16651365 DOI: 10.1093/hmg/ddl043] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Gene expression analysis of microarray data can provide a global view of the transcriptome of a cell or specific tissue type, revealing important information about the kinds of signaling pathways, genes and protein classifications that are active. However, transcript profiles alone do not reveal how expression levels are controlled or which transcription factors (TFs) are responsible. Establishing transcriptional regulatory networks requires knowledge of TFs bound to promoter, enhancer and repressor elements. Accessibility of these sites and an additional level of control are mediated by chromatin and DNA modifications. Genome-wide location analysis is a tool for identifying protein-DNA interaction sites on a genomic scale. Applications of this tool are proving invaluable in determining in vivo target genes of TFs, epigenetic marks and cis-regulatory elements. Here, we will discuss how advances have been made in each of these categories and how this has helped to elucidate regulatory networks and control mechanisms.
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Affiliation(s)
- R David Hawkins
- Ludwig Institute for Cancer Research and Department of Cellular and Molecular Medicine, UCSD School of Medicine, 9500 Gilman Drive, La Jolla, CA 92093, USA.
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173
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Zhang X, Azhar G, Zhong Y, Wei JY. Zipzap/p200 is a novel zinc finger protein contributing to cardiac gene regulation. Biochem Biophys Res Commun 2006; 346:794-801. [PMID: 16782067 DOI: 10.1016/j.bbrc.2006.05.211] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2006] [Accepted: 05/29/2006] [Indexed: 10/24/2022]
Abstract
Serum response factor (SRF) plays an important role in the regulation of immediate-early genes and muscle-specific genes, while SRF cofactors may contribute significantly to assist in tissue-specific, development-stage related regulation of SRF-target genes. We recently cloned a novel SRF cofactor, termed zipzap/p200, which is a zinc finger protein yet to be characterized. We determined that zipzap/p200 is a 200-kDa protein with two classic C2H2 zinc fingers at the carboxyl terminus where the nucleotide sequence was highly conserved among human, mouse, and rat. The zipzap gene was expressed in multiple tissues and at multiple ages, including the fetal and adult heart. The zipzap protein interacted with SRF in vivo and was found in protein complexes containing SRF and other SRF cofactors, including p49/strap and Nkx2.5. Zipzap/p200 activated the promoter of cardiac genes and potentiated the effect of myocardin on ANF promoter activity. Therefore, zipzap may serve as a transcription co-activator for the regulation of cardiac gene expression. Our data support the notion that a number of SRF cofactors may participate in gene regulation and thereby contribute to the delicate control of gene expression in complex biological processes.
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Affiliation(s)
- Xiaomin Zhang
- Donald W. Reynolds Department of Geriatrics, The University of Arkansas for Medical Sciences and Geriatric Research, Education, and Clinical Center, Central Arkansas Veterans Healthcare System, Little Rock, AR 72205, USA.
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174
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Endres RG, Wingreen NS. Weight matrices for protein-DNA binding sites from a single co-crystal structure. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2006; 73:061921. [PMID: 16906878 DOI: 10.1103/physreve.73.061921] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2005] [Revised: 01/31/2006] [Indexed: 05/11/2023]
Abstract
Transcription-factor proteins bind to specific DNA sequences to regulate gene expression in cells. DNA-binding sites are often identified using weight matrices calculated from multiple known binding sites. However, in many cases the number of examples is limited. Here, we report on an atomistic method that starts from an x-ray co-crystal structure of the protein bound to one particular DNA sequence, and infers other binding sites, which are used to construct a weight matrix. The emphasis of the paper is on using the Wang-Landau Monte Carlo algorithm to efficiently sample high-affinity binding sites, which demonstrates that sampling can produce accurate weight matrices in analogy to bioinformatics approaches. For cases of low complexity, we compare to the exhaustive (but slow) dead-end elimination algorithm. To recover crystal binding sites, it is important to include bound water in the protein-DNA interface. Our approach can, in principle, even be applied when no native protein-DNA co-crystal structure is available, only the structure of a closely related homologous protein whose amino-acid sequence is changed to the protein of interest.
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Affiliation(s)
- Robert G Endres
- NEC Laboratories America, Inc., Princeton, New Jersey 08540, USA.
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175
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Deppmann CD, Alvania RS, Taparowsky EJ. Cross-species annotation of basic leucine zipper factor interactions: Insight into the evolution of closed interaction networks. Mol Biol Evol 2006; 23:1480-92. [PMID: 16731568 DOI: 10.1093/molbev/msl022] [Citation(s) in RCA: 99] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Dimeric basic leucine zipper (bZIP) factors constitute one of the most important classes of enhancer-type transcription factors. In vertebrates, bZIP factors are involved in many cellular processes, including cell survival, learning and memory, cancer progression, lipid metabolism, and a variety of developmental processes. These factors have the ability to homodimerize and heterodimerize in a specific and predictable manner, resulting in hundreds of dimers with unique effects on transcription. In recent years, several studies have described dimerization preferences for bZIP factors from different species, including Homo sapiens, Drosophila melanogaster, Arabidopsis thaliana, and Saccharomyces cerevisiae. Here, these findings are summarized as novel, graphical representations of closed, interacting protein networks. These representations combine phylogenetic information, DNA-binding properties, and dimerization preference. Beyond summarizing bZIP dimerization preferences within selected species, we have included annotation for a solitary bZIP factor found in the primitive eukaryote, Giardia lamblia, a possible evolutionary precursor to the complex networks of bZIP factors encoded by other genomes. Finally, we discuss the fundamental similarities and differences between dimerization networks within the context of bZIP factor evolution.
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176
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Abstract
A sedentary life-style and an environment of caloric abundance have contributed to the recent rise in the incidence of obesity. Treating such a complex disease requires an understanding of its underlying molecular mechanisms that has only recently become possible with the sequencing of the human genome and the mapping of hundreds of genes associated with increased risk of obesity. With few safe and efficacious weight-maintenance drugs available on the market, gene therapy offers an alternative long-term treatment modality. Still in its infancy, gene therapy for obesity is poised for significant progress, due in large part to a wide variety of available gene targets and the development of novel systems to control gene expression. Coincidently, novel vectors are being developed based on adeno-associated virus providing efficient and sustained expression of a transgene in metabolically important tissues. These advances are driving the development of gene therapy as a viable therapeutic option in treating obesity and its associated disorders.
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Affiliation(s)
- Sergei Zolotukhin
- University of Florida, Division of Cellular and Molecular Therapy, Department of Pediatrics, 13706 Innovation Drive, Progress Park, Alachua, FL 32615-9586, USA.
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177
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Giesecke AV, Fang R, Joung JK. Synthetic protein-protein interaction domains created by shuffling Cys2His2 zinc-fingers. Mol Syst Biol 2006; 2:2006.2011. [PMID: 16732192 PMCID: PMC1681485 DOI: 10.1038/msb4100053] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2005] [Accepted: 01/20/2006] [Indexed: 11/24/2022] Open
Abstract
Cys2His2 zinc-fingers (C2H2 ZFs) mediate a wide variety of protein–DNA and protein–protein interactions. DNA-binding C2H2 ZFs can be shuffled to yield artificial proteins with different DNA-binding specificities. Here we demonstrate that shuffling of C2H2 ZFs from transcription factor dimerization zinc-finger (DZF) domains can also yield two-finger DZFs with novel protein–protein interaction specificities. We show that these synthetic protein–protein interaction domains can be used to mediate activation of a single-copy reporter gene in bacterial cells and of an endogenous gene in human cells. In addition, the synthetic two-finger domains we constructed can also be linked together to create more extended, four-finger interfaces. Our results demonstrate that shuffling of C2H2 ZFs can yield artificial protein-interaction components that should be useful for applications in synthetic biology.
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Affiliation(s)
- Astrid V Giesecke
- Molecular Pathology Unit, Department of Pathology, Massachusetts General Hospital, Charlestown, MA, USA
- Universität Regensburg, Institut für Zoologie, Regensburg, Germany
| | - Rui Fang
- Molecular Pathology Unit, Department of Pathology, Massachusetts General Hospital, Charlestown, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
| | - J Keith Joung
- Molecular Pathology Unit, Department of Pathology, Massachusetts General Hospital, Charlestown, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
- Molecular Pathology Unit, Department of Pathology, Massachusetts General Hospital, 149 13th Street, Room 7139, 7th floor, Charlestown, MA 02129, USA. Tel.: +1 6177269462; Fax: +1 6177265684; E-mail:
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178
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Andreini C, Banci L, Bertini I, Rosato A. Counting the zinc-proteins encoded in the human genome. J Proteome Res 2006; 5:196-201. [PMID: 16396512 DOI: 10.1021/pr050361j] [Citation(s) in RCA: 706] [Impact Index Per Article: 39.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Metalloproteins are proteins capable of binding one or more metal ions, which may be required for their biological function, or for regulation of their activities or for structural purposes. Genome sequencing projects have provided a huge number of protein primary sequences, but, even though several different elaborate analyses and annotations have been enabled by a rich and ever-increasing portfolio of bioinformatic tools, metal-binding properties remain difficult to predict as well as to investigate experimentally. Consequently, the present knowledge about metalloproteins is only partial. The present bioinformatic research proposes a strategy to answer the question of how many and which proteins encoded in the human genome may require zinc for their physiological function. This is achieved by a combination of approaches, which include: (i) searching in the proteome for the zinc-binding patterns that, on their turn, are obtained from all available X-ray data; (ii) using libraries of metal-binding protein domains based on multiple sequence alignments of known metalloproteins obtained from the Pfam database; and (iii) mining the annotations of human gene sequences, which are based on any type of information available. It is found that 1684 proteins in the human proteome are independently identified by all three approaches as zinc-proteins, 746 are identified by two, and 777 are identified by only one method. By assuming that all proteins identified by at least two approaches are truly zinc-binding and inspecting the proteins identified by a single method, it can be proposed that ca. 2800 human proteins are potentially zinc-binding in vivo, corresponding to 10% of the human proteome, with an uncertainty of 400 sequences. Available functional information suggests that the large majority of human zinc-binding proteins are involved in the regulation of gene expression. The most abundant class of zinc-binding proteins in humans is that of zinc-fingers, with Cys4 and Cys2His2 being the most common types of coordination environment.
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Affiliation(s)
- Claudia Andreini
- Magnetic Resonance Center (CERM), University of Florence, Via L. Sacconi 6, 50019 Sesto Fiorentino, Italy
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179
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Hallikas O, Palin K, Sinjushina N, Rautiainen R, Partanen J, Ukkonen E, Taipale J. Genome-wide prediction of mammalian enhancers based on analysis of transcription-factor binding affinity. Cell 2006; 124:47-59. [PMID: 16413481 DOI: 10.1016/j.cell.2005.10.042] [Citation(s) in RCA: 350] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2005] [Revised: 09/21/2005] [Accepted: 10/21/2005] [Indexed: 12/21/2022]
Abstract
Understanding the regulation of human gene expression requires knowledge of the "second genetic code," which consists of the binding specificities of transcription factors (TFs) and the combinatorial code by which TF binding sites are assembled to form tissue-specific enhancer elements. Using a novel high-throughput method, we determined the DNA binding specificities of GLIs 1-3, Tcf4, and c-Ets1, which mediate transcriptional responses to the Hedgehog (Hh), Wnt, and Ras/MAPK signaling pathways. To identify mammalian enhancer elements regulated by these pathways on a genomic scale, we developed a computational tool, enhancer element locator (EEL). We show that EEL can be used to identify Hh and Wnt target genes and to predict activated TFs based on changes in gene expression. Predictions validated in transgenic mouse embryos revealed the presence of multiple tissue-specific enhancers in mouse c-Myc and N-Myc genes, which has implications for organ-specific growth control and tumor-type specificity of oncogenes.
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Affiliation(s)
- Outi Hallikas
- Molecular and Cancer Biology Program, Biomedicum Helsinki, University of Helsinki, Finland
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180
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Anderson DM, Arredondo J, Hahn K, Valente G, Martin JF, Wilson-Rawls J, Rawls A. Mohawkis a novel homeobox gene expressed in the developing mouse embryo. Dev Dyn 2006; 235:792-801. [PMID: 16408284 DOI: 10.1002/dvdy.20671] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Homeodomain-containing proteins comprise a superfamily of transcription factors that participate in the regulation of almost all aspects of embryonic development. Here, we describe the mouse embryonic expression pattern of Mohawk, a new member of the TALE superclass of atypical homeobox genes that is most-closely related to the Iroquois class. During mouse development, Mohawk was transcribed in cell lineages derived from the somites. As early as embryonic day 9.0, Mohawk was expressed in an anterior to posterior gradient in the dorsomedial and ventrolateral lips of the dermomyotome of the somites that normally give rise to skeletal muscle. Mohawk transcription in the dorsomedial region required the expression of the transcription factor paraxis. As somites matured, Mohawk transcription was observed in the tendon-specific syndetome and the sclerotome-derived condensing mesenchyme that prefigures the proximal ribs and vertebral bodies. In the limbs, Mohawk was expressed in a pattern consistent with the developing tendons that form along the dorsal and ventral aspect of the phalanges. Finally, Mohawk was detectable in the tips of the ureteric buds in the metanephric kidneys and the testis cords of the male gonad. Together, these observations suggest that Mohawk is an important regulator of vertebrate development.
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Affiliation(s)
- Douglas M Anderson
- School of Life Sciences, Arizona State University, Tempe, Arizona 85287-4501, USA
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181
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Kong YM, Macdonald RJ, Wen X, Yang P, Barbera VM, Swift GH. A comprehensive survey of DNA-binding transcription factor gene expression in human fetal and adult organs. Gene Expr Patterns 2006; 6:678-86. [PMID: 16487753 DOI: 10.1016/j.modgep.2006.01.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2005] [Accepted: 01/05/2006] [Indexed: 01/18/2023]
Abstract
A global survey of RNA from 14 fetal and 12 adult human organs by RT-PCR determined the expression patterns of 790 genes encoding DNA-binding transcription factors. The data can be sorted to identify sets of transcription factors with expression relatively restricted to a given organ or to particular organ groups. These data are a resource to help define the spectrum of transcription factor control, contribute to the elucidation of transcription factor cascades responsible for the development and maintenance of each organ, and provide a baseline to study the effects of disease or developmental defects.
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Affiliation(s)
- Y Megan Kong
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, 75390, USA
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182
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Wang BB, Brendel V. Molecular characterization and phylogeny of U2AF35 homologs in plants. PLANT PHYSIOLOGY 2006; 140:624-36. [PMID: 16407443 PMCID: PMC1361329 DOI: 10.1104/pp.105.073858] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
U2AF (U2 small nuclear ribonucleoprotein auxiliary factor) is an essential splicing factor with critical roles in recognition of the 3'-splice site. In animals, the U2AF small subunit (U2AF35) can bind to the 3'-AG intron border and promote U2 small nuclear RNP binding to the branch-point sequences of introns through interaction with the U2AF large subunit. Two copies of U2AF35-encoding genes were identified in Arabidopsis (Arabidopsis thaliana; atU2AF35a and atU2AF35b). Both are expressed in all tissues inspected, with atU2AF35a expressed at a higher level than atU2AF35b in most tissues. Differences in the expression patterns of atU2AF35a and atU2AF35b in roots were revealed by a promoter::beta-glucuronidase assay, with atU2AF35b expressed strongly in whole young roots and root tips and atU2AF35a limited to root vascular regions. Altered expression levels of atU2AF35a or atU2AF35b cause pleiotropic phenotypes (including flowering time, leaf morphology, and flower and silique shape). Novel slicing isoforms were generated from FCA pre-mRNA by splicing of noncanonical introns in plants with altered expression levels of atU2AF35. U2AF35 homologs were also identified from maize (Zea mays) and other plants with large-scale expressed sequence tag projects. A C-terminal motif (named SERE) is highly conserved in all seed plant protein homologs, suggesting it may have an important function specific to higher plants.
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Affiliation(s)
- Bing-Bing Wang
- Department of Genetics, Development and Cell Biology , Iowa State University, Ames, Iowa 50010, USA
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183
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Grigoryan G, Keating AE. Structure-based Prediction of bZIP Partnering Specificity. J Mol Biol 2006; 355:1125-42. [PMID: 16359704 DOI: 10.1016/j.jmb.2005.11.036] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2005] [Revised: 11/10/2005] [Accepted: 11/11/2005] [Indexed: 10/25/2022]
Abstract
Predicting protein interaction specificity from sequence is an important goal in computational biology. We present a model for predicting the interaction preferences of coiled-coil peptides derived from bZIP transcription factors that performs very well when tested against experimental protein microarray data. We used only sequence information to build atomic-resolution structures for 1711 dimeric complexes, and evaluated these with a variety of functions based on physics, learned empirical weights or experimental coupling energies. A purely physical model, similar to those used for protein design studies, gave reasonable performance. The results were improved significantly when helix propensities were used in place of a structurally explicit model to represent the unfolded reference state. Further improvement resulted upon accounting for residue-residue interactions in competing states in a generic way. Purely physical structure-based methods had difficulty capturing core interactions accurately, especially those involving polar residues such as asparagine. When these terms were replaced with weights from a machine-learning approach, the resulting model was able to correctly order the stabilities of over 6000 pairs of complexes with greater than 90% accuracy. The final model is physically interpretable, and suggests specific pairs of residues that are important for bZIP interaction specificity. Our results illustrate the power and potential of structural modeling as a method for predicting protein interactions and highlight obstacles that must be overcome to reach quantitative accuracy using a de novo approach. Our method shows unprecedented performance in predicting protein-protein interaction specificity accurately using structural modeling and suggests that predicting coiled-coil interactions generally may be within reach.
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184
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DeJong J. Basic mechanisms for the control of germ cell gene expression. Gene 2006; 366:39-50. [PMID: 16326034 DOI: 10.1016/j.gene.2005.10.012] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2005] [Revised: 09/23/2005] [Accepted: 10/10/2005] [Indexed: 11/17/2022]
Abstract
The patterns of gene expression in spermatocytes and oocytes are quite different from those in somatic cells. The messenger RNAs produced by these cells are not only required to support germ cell development but, in the case of oocytes, they are also used for maturation, fertilization, and early embryogenesis. Recent studies have begun to provide an explanation for how germ-cell-specific programs of gene expression are generated. Part of the answer comes from the observation that germ cells express core promoter-associated regulatory factors that are different from those expressed in somatic cells. These factors supplement or replace their somatic counterparts to direct expression during meiosis and gametogenesis. In addition, germ cell transcription involves the recognition and use of specialized core promoter sequences. Finally, transcription must occur on chromosomal DNA templates that are reorganized into new chromatin-packaging configurations using alternate histone subunits. This article will review recent advances in our understanding of the factors and mechanisms that control transcription in ovary and testis and will discuss models for germ cell gene expression.
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Affiliation(s)
- Jeff DeJong
- Department of Molecular and Cell Biology, University of Texas at Dallas, 2601 N. Floyd Road, Richardson, TX 75080, United States.
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185
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Dhanasekaran M, Negi S, Sugiura Y. Designer zinc finger proteins: tools for creating artificial DNA-binding functional proteins. Acc Chem Res 2006; 39:45-52. [PMID: 16411739 DOI: 10.1021/ar050158u] [Citation(s) in RCA: 74] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The design of artificial functional DNA-binding proteins has long been a goal for several research laboratories. The zinc finger proteins, which typically contain many fingers linked in tandem fashion, are some of the most studied DNA-binding proteins. The zinc finger protein's tandem arrangement and its the ability to recognize a wide variety of DNA sequences make it an attractive framework to design novel DNA-binding peptides/proteins. Our laboratory has utilized several design strategies to create novel zinc finger peptides by re-engineering the C(2)H(2)-type zinc finger motif of transcription factor Sp1. Some of the engineered zinc fingers have shown nuclease and catalytic functional properties. Based on these results, we present the design strategies for the creation of novel zinc fingers.
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Affiliation(s)
- Muthu Dhanasekaran
- Faculty of Pharmaceutical Sciences, Doshisha Women's University, Koudo, Kyotanabe-Shi, Kyoto 610 0395, Japan
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186
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Edelstein LC, Collins T. The SCAN domain family of zinc finger transcription factors. Gene 2005; 359:1-17. [PMID: 16139965 DOI: 10.1016/j.gene.2005.06.022] [Citation(s) in RCA: 87] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2005] [Revised: 05/26/2005] [Accepted: 06/03/2005] [Indexed: 12/29/2022]
Abstract
Zinc finger transcription factor genes represent a significant portion of the genes in the vertebrate genome. Some Cys2His2 type zinc fingers are associated with conserved protein domains that help to define these regulators. A novel domain of this type, the SCAN domain, is a highly conserved 84-residue motif that is found near the N-terminus of a subfamily of C2H2 zinc finger proteins. The SCAN domain, which is also known as the leucine rich region, functions as a protein interaction domain, mediating self-association or selective association with other proteins. Here we define the mouse SCAN domain and annotate the mouse SCAN family members. In addition to a single SCAN domain, some of the members of the mouse SCAN family members have a conserved N-terminal motif, a KRAB domain, SANT domains and a variable number of C2H2 type zinc fingers (3-14). The genes encoding mouse SCAN domains are clustered, often in tandem arrays, and are capable of generating isoforms that may affect the function of family members. Although the function of most of the family members is not known, an overview of selected members of this group of transcription factors suggests that some of the mouse SCAN domain family members play roles in cell survival and differentiation.
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Affiliation(s)
- Leonard C Edelstein
- Department of Pathology, Children's Hospital Boston and Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, USA
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187
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Abstract
Zinc (Zn) deficiency, a frequent condition in human populations, induces oxidative stress and subsequently activates/inhibits oxidant-sensitive transcription factors that can affect cell function, proliferation and survival leading to disease. Zn deficiency-triggered oxidative stress could affect cell signaling, including: (1) transcription factors containing Zn finger motifs, and (2) other oxidant-sensitive transcription factors (NF-kappaB and AP-1). The Zn finger motif in the Zn finger transcription factors is mainly a DNA binding domain. Cysteine residues coordinate the Zn ion folding structural domains that participate in intermolecular interactions. Oxidative stress can impair the DNA-binding activity of Zn finger transcription factor, by oxidizing the cysteine residues and therefore altering the secondary structure of the protein. AP-1 is generally activated in Zn deficiency that can occur secondary to an increase in cellular H(2)O(2), followed by activation of MAPKs p38 and JNK. The role of AP-1 in Zn deficiency-associated pathology remains to be established. The cytosolic steps of the NF-kappaB cascade are activated by oxidants in Zn deficiency. However, an impaired nuclear transport of the active transcription factor leads to a low expression of NF-kappaB-dependent genes that could be involved in multiple aspects of Zn deficiency associated pathology. In summary, Zn deficiency induces oxidative stress that can both, lead to tissue oxidative damage and/or to the modulation of select signaling cascades. Their role in the pathology of Zn deficiency remains to be defined.
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Affiliation(s)
- Patricia I Oteiza
- Department of Nutrition, University of California, Davis, CA 95616, USA.
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188
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Nagel S, Kaufmann M, Scherr M, Drexler HG, MacLeod RAF. Activation of HLXB9 by juxtaposition with MYB via formation of t(6;7)(q23;q36) in an AML-M4 cell line (GDM-1). Genes Chromosomes Cancer 2005; 42:170-8. [PMID: 15540222 DOI: 10.1002/gcc.20113] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Mutation or dysregulation of related homeobox genes occurs in leukemia. Using RT-PCR, we screened members of the EHG family of homeobox genes, comprising EN1 (at 2q14), GBX2 (at 2q36), and EN2, GBX1, and HLXB9 (at 7q36), for dysregulation in acute myeloid leukemia (AML) cell lines indicated by chromosomal breakpoints at these sites. Only one EHG-family gene was expressed, HLXB9, in cell line GDM-1 (AML-M4). Karyotypic analysis of GDM-1 revealed a unique t(6;7)(q23;q35), also present in the patient. Fluorescence in situ hybridization analysis showed chromosomal breakpoints close to the region upstream of HLXB9, at 7q36, a region rearranged in certain AML patients, and at 6q23 upstream of MYB, a gene activated in leukemia. Detailed expression analysis suggested ectopic activation of HLXB9 occurred via juxtaposition with regions upstream of MYB, which was highly expressed in GDM-1. Our data identified a cell line model for a novel leukemic translocation involving MYB with HLXB9, further implicating HLXB9 in leukemogenesis.
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MESH Headings
- Cell Line, Tumor
- Chromosomes, Human, Pair 6/genetics
- Chromosomes, Human, Pair 7/genetics
- Cytogenetic Analysis/methods
- Gene Expression Regulation, Neoplastic/genetics
- Genes, myb/physiology
- HL-60 Cells/chemistry
- HL-60 Cells/metabolism
- HeLa Cells/chemistry
- HeLa Cells/metabolism
- Homeodomain Proteins/genetics
- Homeodomain Proteins/physiology
- Humans
- Jurkat Cells/chemistry
- Jurkat Cells/metabolism
- K562 Cells/chemistry
- K562 Cells/metabolism
- Leukemia, Myelomonocytic, Acute/genetics
- Leukemia, Myelomonocytic, Acute/pathology
- Proto-Oncogene Proteins c-myb/biosynthesis
- Transcription Factors/genetics
- Transcription Factors/physiology
- Translocation, Genetic/genetics
- U937 Cells/chemistry
- U937 Cells/metabolism
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Affiliation(s)
- Stefan Nagel
- DSMZ-German Collection of Microorganisms and Cell Cultures, Department of Human and Animal Cell Cultures, Braunschweig, Germany
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189
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Kaplan T, Friedman N, Margalit H. Ab initio prediction of transcription factor targets using structural knowledge. PLoS Comput Biol 2005; 1:e1. [PMID: 16103898 PMCID: PMC1183507 DOI: 10.1371/journal.pcbi.0010001] [Citation(s) in RCA: 89] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2005] [Accepted: 02/11/2005] [Indexed: 12/02/2022] Open
Abstract
Current approaches for identification and detection of transcription factor binding sites rely on an extensive set of known target genes. Here we describe a novel structure-based approach applicable to transcription factors with no prior binding data. Our approach combines sequence data and structural information to infer context-specific amino acid–nucleotide recognition preferences. These are used to predict binding sites for novel transcription factors from the same structural family. We demonstrate our approach on the Cys2His2 Zinc Finger protein family, and show that the learned DNA-recognition preferences are compatible with experimental results. We use these preferences to perform a genome-wide scan for direct targets of Drosophila melanogaster Cys2His2 transcription factors. By analyzing the predicted targets along with gene annotation and expression data we infer the function and activity of these proteins. Cells respond to dynamic changes in their environment by invoking various cellular processes, coordinated by a complex regulatory program. A main component of this program is the regulation of transcription, which is mainly accomplished by transcription factors that bind the DNA in the vicinity of genes. To better understand transcriptional regulation, advanced computational approaches are needed for linking between transcription factors and their targets. The authors describe a novel approach by which the binding site of a given transcription factor can be characterized without previous experimental binding data. This approach involves learning a set of context-specific amino acid–nucleotide recognition preferences that, when combined with the sequence and structure of the protein, can predict its specific binding preferences. Applying this approach to the Cys2His2 Zinc Finger protein family demonstrated its genome-wide potential by automatically predicting the direct targets of 29 regulators in the genome of the fruit fly Drosophila melanogaster. At present, with the availability of many genome sequences, there are numerous proteins annotated as transcription factors based on their sequence alone. This approach offers a promising direction for revealing the targets of these factors and for understanding their roles in the cellular network.
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Affiliation(s)
- Tommy Kaplan
- School of Computer Science and Engineering, The Hebrew University, Jerusalem, Israel
- Department of Molecular Genetics and Biotechnology, Faculty of Medicine, The Hebrew University, Jerusalem, Israel
| | - Nir Friedman
- School of Computer Science and Engineering, The Hebrew University, Jerusalem, Israel
- *To whom correspondence should be addressed. E-mail: (NF), (HM)
| | - Hanah Margalit
- Department of Molecular Genetics and Biotechnology, Faculty of Medicine, The Hebrew University, Jerusalem, Israel
- *To whom correspondence should be addressed. E-mail: (NF), (HM)
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190
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191
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Endres RG, Schulthess TC, Wingreen NS. Toward an atomistic model for predicting transcription-factor binding sites. Proteins 2005; 57:262-8. [PMID: 15340913 DOI: 10.1002/prot.20199] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Identifying the specific DNA-binding sites of transcription-factor proteins is essential to understanding the regulation of gene expression in the cell. Bioinformatics approaches are fast compared to experiments, but require prior knowledge of multiple binding sites for each protein. Here, we present an atomistic force-field method to predict binding sites based only on the X-ray structure of a related bound complex. Specific flexible contacts between the protein and DNA are modeled by a library of amino acid side-chain rotamers. Using the example of the mouse transcription factor, Zif268, a well-studied zinc-finger protein, we show that the protein sequence alone, without the detailed experimental structure, gives a strong bias toward the consensus binding site.
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Affiliation(s)
- Robert G Endres
- Center for Computational Sciences and Computer Science & Mathematics Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831-6164, USA.
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192
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Asano H, Murate T, Naoe T, Saito H, Stamatoyannopoulos G. Molecular cloning and characterization of ZFF29: a protein containing a unique Cys2His2 zinc-finger motif. Biochem J 2005; 384:647-53. [PMID: 15344908 PMCID: PMC1134151 DOI: 10.1042/bj20040394] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
We have cloned a gene, ZFF29 (zinc-finger protein of human fetal liver erythroid cells 29), from human fetal liver erythroid cells. Two types of mature mRNA were identified and designated ZFF29a and ZFF29b. In human genome the ZFF29 gene is on chromosome 9q, and the two forms are splice variants. There is a unique transcription start site, which predicts major mRNAs composed of 2485 bases for ZFF29a and 1801 bases for ZFF29b. The anticipated mRNAs were demonstrated in K562 cells, but not in any adult human tissues examined by Northern blotting. In the mouse, reverse transcription-PCR revealed that the ZFF29 mRNA is present in adult bone marrow and ovary at a higher level than in any other tissues examined. These findings suggest that ZFF29 proteins are expressed in embryonic/fetal erythroid tissues. The deduced polypeptide chains of ZFF29a and ZFF29b are composed of 306 and 350 amino acids respectively. A unique zinc-finger motif composed of two contiguous Cys(2)His(2)-type fingers is common to both forms of ZFF29. They are nuclear proteins and ZFF29b, but not ZFF29a, is an activator of erythroid gene promoters.
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Affiliation(s)
- Haruhiko Asano
- Department of Hematology, Nagoya University Graduate School of Medicine, Tsurumai-cho 65, Showa-ku, Nagoya, Japan 466-8550.
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193
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Suzuki T, Aizawa K, Matsumura T, Nagai R. Vascular implications of the Krüppel-like family of transcription factors. Arterioscler Thromb Vasc Biol 2005; 25:1135-41. [PMID: 15817882 DOI: 10.1161/01.atv.0000165656.65359.23] [Citation(s) in RCA: 94] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
The Krüppel-like factor (KLF) family is a recently highlighted group of zinc finger transcription factors given their important biological roles which include the vasculature. KLF2, KLF4, KLF5, and KLF6 are notable factors that have been implicated in developmental as well as pathological vascular processes. In this brief review, we provide an up-to-date summary of the physiological functions and cellular effects as well as transcriptional regulatory mechanisms of the vascular KLFs. Through such, we aim to provide a working view for understanding the pathological actions of KLFs in the vasculature.
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Affiliation(s)
- Toru Suzuki
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Japan.
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194
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Urnov FD, Miller JC, Lee YL, Beausejour CM, Rock JM, Augustus S, Jamieson AC, Porteus MH, Gregory PD, Holmes MC. Highly efficient endogenous human gene correction using designed zinc-finger nucleases. Nature 2005; 435:646-51. [PMID: 15806097 DOI: 10.1038/nature03556] [Citation(s) in RCA: 1194] [Impact Index Per Article: 62.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2004] [Accepted: 03/18/2005] [Indexed: 11/08/2022]
Abstract
Permanent modification of the human genome in vivo is impractical owing to the low frequency of homologous recombination in human cells, a fact that hampers biomedical research and progress towards safe and effective gene therapy. Here we report a general solution using two fundamental biological processes: DNA recognition by C2H2 zinc-finger proteins and homology-directed repair of DNA double-strand breaks. Zinc-finger proteins engineered to recognize a unique chromosomal site can be fused to a nuclease domain, and a double-strand break induced by the resulting zinc-finger nuclease can create specific sequence alterations by stimulating homologous recombination between the chromosome and an extrachromosomal DNA donor. We show that zinc-finger nucleases designed against an X-linked severe combined immune deficiency (SCID) mutation in the IL2Rgamma gene yielded more than 18% gene-modified human cells without selection. Remarkably, about 7% of the cells acquired the desired genetic modification on both X chromosomes, with cell genotype accurately reflected at the messenger RNA and protein levels. We observe comparably high frequencies in human T cells, raising the possibility of strategies based on zinc-finger nucleases for the treatment of disease.
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MESH Headings
- Alleles
- CD4-Positive T-Lymphocytes/metabolism
- Cell Line
- Cells, Cultured
- Chromosomes, Human, X/genetics
- DNA/genetics
- DNA/metabolism
- DNA Damage/genetics
- DNA Repair/genetics
- Endodeoxyribonucleases/chemistry
- Endodeoxyribonucleases/metabolism
- Gene Targeting/methods
- Genes, Reporter/genetics
- Genetic Linkage/genetics
- Genetic Therapy/methods
- Humans
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- Receptors, Interleukin-2/genetics
- Receptors, Interleukin-2/metabolism
- Recombination, Genetic/genetics
- Sequence Homology, Nucleic Acid
- Severe Combined Immunodeficiency/genetics
- Severe Combined Immunodeficiency/therapy
- Substrate Specificity
- Zinc Fingers
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Affiliation(s)
- Fyodor D Urnov
- Sangamo BioSciences, Inc., Pt. Richmond Tech Center 501, Canal Blvd, Suite A100 Richmond, California 94804, USA
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195
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196
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Grier DG, Thompson A, Kwasniewska A, McGonigle GJ, Halliday HL, Lappin TR. The pathophysiology of HOX genes and their role in cancer. J Pathol 2005; 205:154-71. [PMID: 15643670 DOI: 10.1002/path.1710] [Citation(s) in RCA: 232] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The HOM-C clustered prototype homeobox genes of Drosophila, and their counterparts, the HOX genes in humans, are highly conserved at the genomic level. These master regulators of development continue to be expressed throughout adulthood in various tissues and organs. The physiological and patho-physiological functions of this network of genes are being avidly pursued within the scientific community, but defined roles for them remain elusive. The order of expression of HOX genes within a cluster is co-ordinated during development, so that the 3' genes are expressed more anteriorly and earlier than the 5' genes. Mutations in HOXA13 and HOXD13 are associated with disorders of limb formation such as hand-foot-genital syndrome (HFGS), synpolydactyly (SPD), and brachydactyly. Haematopoietic progenitors express HOX genes in a pattern characteristic of the lineage and stage of differentiation of the cells. In leukaemia, dysregulated HOX gene expression can occur due to chromosomal translocations involving upstream regulators such as the MLL gene, or the fusion of a HOX gene to another gene such as the nucleoporin, NUP98. Recent investigations of HOX gene expression in leukaemia are providing important insights into disease classification and prediction of clinical outcome. Whereas the oncogenic potential of certain HOX genes in leukaemia has already been defined, their role in other neoplasms is currently being studied. Progress has been hampered by the experimental approach used in many studies in which the expression of small subsets of HOX genes was analysed, and complicated by the functional redundancy implicit in the HOX gene system. Attempts to elucidate the function of HOX genes in malignant transformation will be enhanced by a better understanding of their upstream regulators and downstream target genes.
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Affiliation(s)
- D G Grier
- Department of Child Health, Queen's University, Belfast, Grosvenor Road, Belfast BT12 6BA, UK
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197
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Nikitina TV, Tishchenko LI. RNA polymerase III transcription machinery: Structure and transcription regulation. Mol Biol 2005. [DOI: 10.1007/s11008-005-0024-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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198
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Holmes-Davis R, Li G, Jamieson AC, Rebar EJ, Liu Q, Kong Y, Case CC, Gregory PD. Gene regulation in planta by plant-derived engineered zinc finger protein transcription factors. PLANT MOLECULAR BIOLOGY 2005; 57:411-423. [PMID: 15830130 DOI: 10.1007/s11103-004-7820-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2004] [Accepted: 12/20/2004] [Indexed: 05/24/2023]
Abstract
The ability to modify plant traits is of great commercial potential in agricultural biotechnology. To this end we have engineered plant-based zinc finger protein transcription factors (ZFP TFs) that minimize the use of non-plant DNA sequences. This novel architecture supports the use of tandem arrays of zinc-finger DNA recognition domains such that the ZFP TF binds a contiguous DNA target site - thus emulating the design of ZFP TFs described previously for mammalian gene regulation. We show that this plant-based ZFP TF architecture supports high affinity DNA binding while allowing the specificity of the DNA-protein interaction to be determined by the amino acid sequences of the recognition helices. This plant-based backbone thus supports the use of previously characterized DNA recognition helices originally identified in a mammalian ZFP context without using mammalian DNA sequences. Moreover, we show that plant-based ZFP TFs employing this new architecture can up-regulate endogenous ADH activity by > 20-fold in transgenic Arabidopsis. Thus plant-based ZFP TFs are shown to be potent regulators of gene expression in vivo.
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199
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Webb CJ, Romfo CM, van Heeckeren WJ, Wise JA. Exonic splicing enhancers in fission yeast: functional conservation demonstrates an early evolutionary origin. Genes Dev 2005; 19:242-54. [PMID: 15625190 PMCID: PMC545887 DOI: 10.1101/gad.1265905] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2004] [Accepted: 11/11/2004] [Indexed: 12/17/2022]
Abstract
Discrete sequence elements known as exonic splicing enhancers (ESEs) have been shown to influence both the efficiency of splicing and the profile of mature mRNAs in multicellular eukaryotes. While the existence of ESEs has not been demonstrated previously in unicellular eukaryotes, the factors known to recognize these elements and mediate their communication with the core splicing machinery are conserved and essential in the fission yeast Schizosaccharomyces pombe. Here, we provide evidence that ESE function is conserved through evolution by demonstrating that three exonic splicing enhancers derived from vertebrates (chicken ASLV, mouse IgM, and human cTNT) promote splicing of two distinct S. pombe pre-messenger RNAs (pre-mRNAs). Second, as in extracts from mammalian cells, ESE function in S. pombe is compromised by mutations and increased distance from the 3'-splice site. Third, three-hybrid analyses indicate that the essential SR (serine/arginine-rich) protein Srp2p, but not the dispensable Srp1p, binds specifically to both native and heterologous purine-rich elements; thus, Srp2p is the likely mediator of ESE function in fission yeast. Finally, we have identified five natural purine-rich elements from S. pombe that promote splicing of our reporter pre-mRNAs. Taken together, these results provide strong evidence that the genesis of ESE-mediated splicing occurred early in eukaryotic evolution.
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Affiliation(s)
- Christopher J Webb
- School of Medicine, Department of Molecular Biology and Microbiology, Case Western Reserve University, Cleveland, OH 44106-4960, USA
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Nyborg JK, Peersen OB. That zincing feeling: the effects of EDTA on the behaviour of zinc-binding transcriptional regulators. Biochem J 2004; 381:e3-4. [PMID: 15270700 PMCID: PMC1133908 DOI: 10.1042/bj20041096] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Zinc-binding proteins account for nearly half of the transcription regulatory proteins in the human genome and are the most abundant class of proteins in the human proteome. The zinc-binding transcriptional regulatory proteins utilize Zn2+ to fold structural domains that participate in intermolecular interactions. A study by Matt et al. in this issue of the Biochemical Journal has examined the transcription factor binding properties of the zinc-binding module C/H1 (cysteine/histidine-rich region 1) found in the transcriptional co-activator proteins CBP (CREB-binding protein) and p300. Their studies revealed that EDTA treatment of native C/H1 leads to irreversible denaturation and aggregation. Of particular concern is their finding that unfolded C/H1 participates in non-specific protein-protein interactions. The implications of these results are significant. EDTA is a very potent zinc-chelating agent that is used ubiquitously in protein interaction studies and in molecular biology in general. The potentially detrimental effects of EDTA on the structure and interactions of zinc-binding proteins should be taken into account in the interpretation of a sizeable number of published studies and must be considered in future experiments.
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Affiliation(s)
- Jennifer K Nyborg
- Department of Biochemistry and Molecular Biology, Colorado State University, Fort Collins, CO 80523-1870, USA.
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