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Morozov AV, Siggia ED. Connecting protein structure with predictions of regulatory sites. Proc Natl Acad Sci U S A 2007; 104:7068-73. [PMID: 17438293 PMCID: PMC1855371 DOI: 10.1073/pnas.0701356104] [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] [Indexed: 11/18/2022] Open
Abstract
A common task posed by microarray experiments is to infer the binding site preferences for a known transcription factor from a collection of genes that it regulates and to ascertain whether the factor acts alone or in a complex. The converse problem can also be posed: Given a collection of binding sites, can the regulatory factor or complex of factors be inferred? Both tasks are substantially facilitated by using relatively simple homology models for protein-DNA interactions, as well as the rapidly expanding protein structure database. For budding yeast, we are able to construct reliable structural models for 67 transcription factors and with them redetermine factor binding sites by using a Bayesian Gibbs sampling algorithm and an extensive protein localization data set. For 49 factors in common with a prior analysis of this data set (based largely on phylogenetic conservation), we find that half of the previously predicted binding motifs are in need of some revision. We also solve the inverse problem of ascertaining the factors from the binding sites by assigning a correct protein fold to 25 of the 49 cases from a previous study. Our approach is easily extended to other organisms, including higher eukaryotes. Our study highlights the utility of enlarging current structural genomics projects that exhaustively sample fold structure space to include all factors with significantly different DNA-binding specificities.
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Affiliation(s)
- Alexandre V Morozov
- Center for Studies in Physics and Biology, The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA.
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Chae MS, Lin CC, Kessler KE, Nargang CE, Tanton LL, Hahn LB, Nargang FE. Identification of an alternative oxidase induction motif in the promoter region of the aod-1 gene in Neurospora crassa. Genetics 2007; 175:1597-606. [PMID: 17237510 PMCID: PMC1855127 DOI: 10.1534/genetics.106.068635] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
The nuclear aod-1 gene of Neurospora crassa encodes the alternative oxidase and is induced when the standard cytochrome-mediated respiratory chain of mitochondria is inhibited. To study elements of the pathway responsible for alternative oxidase induction, we generated a series of mutations in the region upstream from the aod-1 structural gene and transformed the constructs into an aod-1 mutant strain. Transformed conidia were plated on media containing antimycin A, which inhibits the cytochrome-mediated electron transport chain so that only cells expressing alternative oxidase will grow. Using this functional in vivo assay, we identified an alternative oxidase induction motif (AIM) that is required for efficient expression of aod-1. The AIM sequence consists of two CGG repeats separated by 7 bp and is similar to sequences known to be bound by members of the Zn(II)2Cys6 binuclear cluster family of transcription factors. The AIM motif appears to be conserved in other species found in the order Sordariales.
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Affiliation(s)
- Michael S Chae
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta T6G 2E9, Canada
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Gurvitz A, Rottensteiner H. The biochemistry of oleate induction: Transcriptional upregulation and peroxisome proliferation. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2006; 1763:1392-402. [PMID: 16949166 DOI: 10.1016/j.bbamcr.2006.07.011] [Citation(s) in RCA: 77] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2006] [Accepted: 07/24/2006] [Indexed: 01/08/2023]
Abstract
Unicellular organisms such as yeast constantly monitor their environment and respond to nutritional cues. Rapid adaptation to ambient changes may include modification and degradation of proteins; alterations in mRNA stability; and differential rates of translation. However, for a more prolonged response, changes are initiated in the expression of genes involved in the utilization of energy sources whose availability constantly fluctuates. For example, in the presence of oleic acid as a sole carbon source, yeast cells induce the expression of a discrete set of enzymes for fatty acid beta-oxidation as well as proteins involved in the expansion of the peroxisomal compartment containing this process. In this review chapter, we discuss the factors regulating oleate induction in Saccharomyces cerevisiae, and we also deal with peroxisome proliferation in other organisms, briefly mentioning fatty acid-independent signals that can trigger this process.
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Affiliation(s)
- Aner Gurvitz
- Medical University of Vienna, Center of Physiology and Pathophysiology, Department of Physiology, Section of Physiology of Fatty Acid Lipid Metabolism, 1090 Vienna, Austria
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Luscombe NM, Thornton JM. Protein-DNA interactions: amino acid conservation and the effects of mutations on binding specificity. J Mol Biol 2002; 320:991-1009. [PMID: 12126620 DOI: 10.1016/s0022-2836(02)00571-5] [Citation(s) in RCA: 202] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
We investigate the conservation of amino acid residue sequences in 21 DNA-binding protein families and study the effects that mutations have on DNA-sequence recognition. The observations are best understood by assigning each protein family to one of three classes: (i) non-specific, where binding is independent of DNA sequence; (ii) highly specific, where binding is specific and all members of the family target the same DNA sequence; and (iii) multi-specific, where binding is also specific, but individual family members target different DNA sequences. Overall, protein residues in contact with the DNA are better conserved than the rest of the protein surface, but there is a complex underlying trend of conservation for individual residue positions. Amino acid residues that interact with the DNA backbone are well conserved across all protein families and provide a core of stabilising contacts for homologous protein-DNA complexes. In contrast, amino acid residues that interact with DNA bases have variable levels of conservation depending on the family classification. In non-specific families, base-contacting residues are well conserved and interactions are always found in the minor groove where there is little discrimination between base types. In highly specific families, base-contacting residues are highly conserved and allow member proteins to recognise the same target sequence. In multi-specific families, base-contacting residues undergo frequent mutations and enable different proteins to recognise distinct target sequences. Finally, we report that interactions with bases in the target sequence often follow (though not always) a universal code of amino acid-base recognition and the effects of amino acid mutations can be most easily understood for these interactions.
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Affiliation(s)
- Nicholas M Luscombe
- Biomolecular Structures and Modelling Unit, Department of Biochemistry and Molecular Biology, University College, London, UK.
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Akache B, Turcotte B. New regulators of drug sensitivity in the family of yeast zinc cluster proteins. J Biol Chem 2002; 277:21254-60. [PMID: 11943786 DOI: 10.1074/jbc.m202566200] [Citation(s) in RCA: 64] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The Gal4p family of yeast zinc cluster proteins comprises over 50 members that are putative transcriptional regulators. For example, Pdr1p and Pdr3p activate multidrug resistance genes by binding to pleiotropic drug response elements (PDREs) found in promoters of target genes such as PDR5, encoding a drug efflux pump involved in resistance to cycloheximide. However, the role of many zinc cluster proteins is unknown. We tested a panel of strains carrying deletions of zinc cluster genes in the presence of various drugs. One deletion strain (Deltardr1) was resistant to cycloheximide, whereas eight strains showed sensitivity to the antifungal ketoconazole or cycloheximide. Unnamed zinc cluster genes identified in our screen were called RDS for regulators of drug sensitivity. RNA levels of multidrug resistance genes such as PDR16, SNQ2, and PDR5 were decreased in many deletion strains. For example, cycloheximide sensitivity of a Deltastb5 strain was correlated with decreased RNA levels and promoter activity of the PDR5 gene. We tested if activation of PDR5 is mediated via a PDRE by inserting this DNA element in front of a minimal promoter linked to the lacZ gene. Strikingly, activity of the reporter was decreased in a Deltastb5 strain. The purified DNA binding domain of Stb5p bound to a PDRE in vitro. Mutations in the PDRE known to affect binding of Pdr1p/Pdr3p showed similar effects when assayed with Stb5p. These results strongly suggest that Stb5p is a transcriptional activator of multidrug resistance genes. Thus, we have identified new regulators of drug sensitivity in the family of zinc cluster proteins.
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Affiliation(s)
- Bassel Akache
- Departments of Medicine, Biochemistry, and Microbiology and Immunology, McGill University Health Centre, Royal Victoria Hospital, McGill University, Montréal, Québec H3A 1A1, Canada
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Hellauer K, Akache B, MacPherson S, Sirard E, Turcotte B. Zinc cluster protein Rdr1p is a transcriptional repressor of the PDR5 gene encoding a multidrug transporter. J Biol Chem 2002; 277:17671-6. [PMID: 11882665 DOI: 10.1074/jbc.m201637200] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The yeast PDR5 gene encodes an efflux pump that confers multidrug resistance. Expression of PDR5 is positively regulated by the transcription factors Pdr1p and Pdr3p that recognize the same pleiotropic drug resistance elements (PDREs) in the PDR5 promoter. Pdr1p and Pdr3p belong to the Gal4p family of zinc cluster proteins. The function of RDR1 (YOR380W), which also encodes a member of this family, is unknown. To identify target genes for Rdr1p, we have performed whole-genome analysis of gene expression with DNA microarrays. Our results show that Rdr1p is a transcriptional repressor of five genes, including PDR5. A Deltardr1 strain has increased resistance to cycloheximide, as expected from the overexpression of PDR5. In addition, the activity of a PDR5-lacZ reporter is increased in a Deltardr1 strain. All (but one) genes affected by removal of Rdr1p contain PDREs in their promoters. We tested if the effect of Rdr1p is mediated through PDREs by inserting this DNA element in front of a minimal promoter. Activity of this reporter was increased in a Deltardr1 strain. Moreover, mutations known to reduce binding of Pdr1/Pdr3p abolished the induction observed in the Deltardr1 strain. Thus, we have identified a transcriptional repressor involved in the control of multidrug resistance.
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Affiliation(s)
- Karen Hellauer
- Department of Medicine, McGill University Health Centre, Royal Victoria Hospital, McGill University, Montréal, Québec H3A 1A1, Canada
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Gómez D, Cubero B, Cecchetto G, Scazzocchio C. PrnA, a Zn2Cys6 activator with a unique DNA recognition mode, requires inducer for in vivo binding. Mol Microbiol 2002; 44:585-97. [PMID: 11972793 DOI: 10.1046/j.1365-2958.2002.02939.x] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The PrnA transcriptional activator of Aspergillus nidulans binds as a dimer to CCGG-N-CCGG inverted repeats and to CCGG-6/7N-CCGG direct repeats. The binding specificity of the PrnA Zn cluster differs from that of the Gal4p/Ppr1p/UaY/Put3p group of proteins. Chimeras with UaY, a protein that strictly recognizes a CGG-6N-CCG motif, show that the recognition of the direct repeats necessitates the PrnA dimerization and linker elements, but the recognition of the CCGG-N-CCGG inverted repeats depends crucially on the PrnA Zn binuclear cluster and/or on residues amino-terminal to it. Three high-affinity sites in two different promoters have been visualized by in vivo methylation protection. Proline induction is essential for in vivo binding to these three sites but, as shown previously, not for nuclear entry. Simultaneous repression by ammonium and glucose does not affect in vivo binding to these high-affinity sites. PrnA differs from the isofunctional Saccharomyces cerevisiae protein Put3p, both in its unique binding specificity and in the requirement of induction for in vivo DNA binding.
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Affiliation(s)
- Dennis Gómez
- Institut de Génétique et Microbiologie, Université Paris-Sud, Bâtiment 409, UMR 8621 CNRS, 91405 Orsay Cedex, France
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Felenbok B, Flipphi M, Nikolaev I. Ethanol catabolism in Aspergillus nidulans: a model system for studying gene regulation. PROGRESS IN NUCLEIC ACID RESEARCH AND MOLECULAR BIOLOGY 2001; 69:149-204. [PMID: 11550794 DOI: 10.1016/s0079-6603(01)69047-0] [Citation(s) in RCA: 83] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
This article reviews our knowledge of the ethanol utilization pathway (alc system) in the hyphal fungus Aspergillus nidulans. We discuss the progress made over the past decade in elucidating the two regulatory circuits controlling ethanol catabolism at the level of transcription, specific induction, and carbon catabolite repression, and show how their interplay modulates the utilization of nutrient carbon sources. The mechanisms featuring in this regulation are presented and their modes of action are discussed: First, AlcR, the transcriptional activator, which demonstrates quite remarkable structural features and an original mode of action; second, the physiological inducer acetaldehyde, whose intracellular accumulation induces the alc genes and thereby a catabolic flux while avoiding intoxification; third, CreA, the transcriptional repressor mediating carbon catabolite repression in A. nidulans, which acts in different ways on the various alc genes; Fourth, the promoters of the structural genes for alcohol dehydrogenase (alcA) and aldehyde dehydrogenase (aldA) and the regulatory alcR gene, which exhibit exceptional strength compared to other genes of the respective classes. alc gene expression depends on the number and localization of regulatory cis-acting elements and on the particular interaction between the two regulator proteins, AlcR and CreA, binding to them. All these characteristics make the ethanol regulon a suitable system for induced expression of heterologous protein in filamentous fungi.
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Affiliation(s)
- B Felenbok
- Institut de Génétique et Microbiologie, Université Paris-Sud, Centre Universitaire d'Orsay, France.
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Cahuzac B, Cerdan R, Felenbok B, Guittet E. The solution structure of an AlcR-DNA complex sheds light onto the unique tight and monomeric DNA binding of a Zn(2)Cys(6) protein. Structure 2001; 9:827-36. [PMID: 11566132 DOI: 10.1016/s0969-2126(01)00640-2] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND In Aspergillus nidulans, the transcription activator AlcR mediates specific induction of a number of the genes of the alc cluster. This cluster includes genes involved in the oxidation of ethanol and other alcohols to acetate. The pattern of binding and of transactivation of AlcR is unique within the Zn(2)Cys(6) family. The structural bases for these specificities have not been analyzed at the atomic level until now. RESULTS We have used NMR spectroscopy and restrained molecular dynamics to determine a set of structures of the AlcR DNA binding domain [AlcR(1-60)] in complex with a 10-mer DNA duplex. Analysis of the structures reveals specific interactions between AlcR and DNA common to the other known zinc clusters. In addition, the involvement of the N-terminal residues upstream of the AlcR zinc cluster in DNA binding is clearly highlighted, and the pivotal role of R6 is confirmed. Totally unprecedented specific and nonspecific contacts of two additional regions of the protein with the DNA are demonstrated. The differences with the available crystallographic structures of other zinc binuclear cluster proteins-DNA complexes are analyzed. CONCLUSIONS The structures of the AlcR(1-60)-DNA complex provide the basis for a better understanding of some of the specificities of the AlcR system: the DNA consensus recognition sequence--usually the triplet CGG--is extended to five base pairs, AlcR acts as a monomer, and additional contacts inside and outside the DNA binding domain in the major and minor groove are observed. These extensive interactions stabilize the AlcR monomer to its cognate DNA site.
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Affiliation(s)
- B Cahuzac
- Laboratoire de Résonance Magnétique Nucléaire, ICSN-CNRS, 1 Avenue de la Terrasse, Gif-sur-Yvette F-91190, France
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Akache B, Wu K, Turcotte B. Phenotypic analysis of genes encoding yeast zinc cluster proteins. Nucleic Acids Res 2001; 29:2181-90. [PMID: 11353088 PMCID: PMC55459 DOI: 10.1093/nar/29.10.2181] [Citation(s) in RCA: 75] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Zinc cluster proteins (or binuclear cluster proteins) possess zinc fingers of the Zn(II)2Cys6-type involved in DNA recognition as exemplified by the well-characterized protein Gal4p. These fungal proteins are transcriptional regulators of genes involved in a wide variety of cellular processes including metabolism of compounds such as amino acids and sugars, as well as control of meiosis, multi-drug resistance etc. The yeast (Saccharomyces cerevisiae) sequencing project has allowed the identification of additional zinc cluster proteins for a total of 54. However, the role of many of these putative zinc cluster proteins is unknown. We have performed phenotypic analysis of 33 genes encoding (putative) zinc cluster proteins. Only two members of the GAL4 family are essential genes. Our results show that deletion of eight different zinc cluster genes impairs growth on non-fermentable carbon sources. The same strains are also hypersensitive to the antifungal calcofluor white suggesting a role for these genes in cell wall integrity. In addition, one of these strains (YFL052W) is also heat sensitive on rich (but not minimal) plates. Thus, deletion of YFL052W results in sensitivity to a combination of low osmolarity and high temperature. In addition, six strains are hypersensitive to caffeine, an inhibitor of the MAP kinase pathway and phosphodiesterase of the cAMP pathway. In conclusion, our analysis assigns phenotypes to a number of genes and provides a basis to better understand the role of these transcriptional regulators.
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Affiliation(s)
- B Akache
- Department of Medicine, Royal Victoria Hospital, McGill University, 687 Pine Avenue West, Montréal, Québec H3A 1A1, Canada
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Abstract
Heat shock transcription factors (HSFs) are stress-responsive proteins that activate the expression of heat shock genes and are highly conserved from bakers' yeast to humans. Under basal conditions, the human HSF1 protein is maintained as an inactive monomer through intramolecular interactions between two coiled-coil domains and interactions with heat shock proteins; upon environmental, pharmacological, or physiological stress, HSF1 is converted to a homotrimer that binds to its cognate DNA binding site with high affinity. To dissect regions of HSF1 that make important contributions to the stability of the monomer under unstressed conditions, we have used functional complementation in bakers' yeast as a facile assay system. Whereas wild-type human HSF1 is restrained as an inactive monomer in yeast that is unable to substitute for the essential yeast HSF protein, mutations in the linker region between the DNA binding domain and the first coiled-coil allow HSF1 to homotrimerize and rescue the viability defect of a hsfDelta strain. Fine mapping by functional analysis of HSF1-HSF2 chimeras and point mutagenesis revealed that a small region in the amino-terminal portion of the HSF1 linker is required for maintenance of HSF1 in the monomeric state in both yeast and in transfected human 293 cells. Although linker regions in transcription factors are known to modulate DNA binding specificity, our studies suggest that the human HSF1 linker plays no role in determining HSF1 binding preferences in vivo but is a critical determinant in regulating the HSF1 monomer-trimer equilibrium.
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Affiliation(s)
- P C Liu
- Department of Biological Chemistry, University of Michigan Medical School, Ann Arbor, Michigan 48109-0606, USA.
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Mamane Y, Hellauer K, Rochon MH, Turcotte B. A linker region of the yeast zinc cluster protein leu3p specifies binding to everted repeat DNA. J Biol Chem 1998; 273:18556-61. [PMID: 9660826 DOI: 10.1074/jbc.273.29.18556] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Yeast zinc cluster proteins form a major class of yeast transcriptional regulators. They usually bind as homodimers to target DNA sequences, with each monomer recognizing a CGG triplet. Orientation and spacing between the CGG triplet specifies the recognition sequence for a given zinc cluster protein. For instance, Gal4p binds to inverted CGG triplets spaced by 11 base pairs whereas Ppr1p recognizes a similar motif but with a spacing of 6 base pairs. Hap1p, another member of this family, binds to a direct repeat consisting of two CGG triplets. Other members of this family, such as Leu3p, also recognize CGG triplets but when oriented in opposite directions, an everted repeat. This implies that the two zinc clusters of Leu3p bound to an everted repeat must be oriented in opposite directions to those of Gal4p or Ppr1p bound to inverted repeats. In order to map the domain responsible for proper orientation of the zinc clusters of Leu3p, we constructed chimeric proteins between Leu3p and Ppr1p and tested their binding to a Leu3p and a Ppr1p site. Our results show that the linker region, which bridges the zinc cluster to the dimerization domain, specifies binding of Leu3p to an everted repeat. We propose that the Leu3p linker projects the two zinc clusters of a Leu3p homodimer in opposite directions allowing binding to everted repeats.
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Affiliation(s)
- Y Mamane
- Department of Microbiology and Immunology, McGill University, Montréal, Québec, Canada H3A 1A1
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Noël J, Turcotte B. Zinc cluster proteins Leu3p and Uga3p recognize highly related but distinct DNA targets. J Biol Chem 1998; 273:17463-8. [PMID: 9651335 DOI: 10.1074/jbc.273.28.17463] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Members of the family of fungal zinc cluster DNA-binding proteins possess 6 highly conserved cysteines that bind to two zinc atoms forming a structure (Zn2Cys6) that is required for recognition of specific DNA sequences. Many zinc cluster proteins have been shown to bind as homodimers to a pair of CGG triplets oriented either as direct (CGG NX CGG), inverted (CGG NX CCG), or everted repeats (CCG NX CGG), where N indicates nucleotides. Variation in the spacing between the CGG triplets also contributes to the diversity of sites recognized. For example, Leu3p binds to the everted sequence CCG N4 CGG with a strict requirement for a 4-base pair spacing. Here, we show that another member of the family, Uga3p, recognizes the same DNA motif as Leu3p. However, these transcription factors have distinct DNA targets. We demonstrate that additional specificity of binding is provided by nucleotides located between the two everted CGG triplets. Altering the 4 nucleotides between to the two everted CGG triplets switches the specificity from a Uga3p site to a Leu3p site in both in vitro and in vivo assays. Thus, our results identify a new mechanism that expands the repertoire of DNA targets of the family of zinc cluster proteins. These experiments provide a model for discrimination between targets of zinc cluster proteins.
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Affiliation(s)
- J Noël
- Department of Medicine, Royal Victoria Hospital, and Department of Biochemistry, McGill University, Montréal, Québec, Canada H3A 1A1
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