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Hu Z, Hu B, Collins JF. Prediction of synergistic transcription factors by function conservation. Genome Biol 2008; 8:R257. [PMID: 18053230 PMCID: PMC2246259 DOI: 10.1186/gb-2007-8-12-r257] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2007] [Revised: 10/19/2007] [Accepted: 12/05/2007] [Indexed: 11/30/2022] Open
Abstract
A new strategy is proposed for identifying synergistic transcription factors by function conservation, leading to the identification of 51 homotypic transcription-factor combinations. Background Previous methods employed for the identification of synergistic transcription factors (TFs) are based on either TF enrichment from co-regulated genes or phylogenetic footprinting. Despite the success of these methods, both have limitations. Results We propose a new strategy to identify synergistic TFs by function conservation. Rather than aligning the regulatory sequences from orthologous genes and then identifying conserved TF binding sites (TFBSs) in the alignment, we developed computational approaches to implement the novel strategy. These methods include combinatorial TFBS enrichment utilizing distance constraints followed by enrichment of overlapping orthologous genes from human and mouse, whose regulatory sequences contain the enriched TFBS combinations. Subsequently, integration of function conservation from both TFBS and overlapping orthologous genes was achieved by correlation analyses. These techniques have been used for genome-wide promoter analyses, which have led to the identification of 51 homotypic TF combinations; the validity of these approaches has been exemplified by both known TF-TF interactions and function coherence analyses. We further provide computational evidence that our novel methods were able to identify synergistic TFs to a much greater extent than phylogenetic footprinting. Conclusion Function conservation based on the concordance of combinatorial TFBS enrichment along with enrichment of overlapping orthologous genes has been proven to be a successful means for the identification of synergistic TFs. This approach avoids the limitations of phylogenetic footprinting as it does not depend upon sequence alignment. It utilizes existing gene annotation data, such as those available in GO, thus providing an alternative method for functional TF discovery and annotation.
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Affiliation(s)
- Zihua Hu
- New York State Center of Excellence in Bioinformatics and Life Sciences, Department of Biostatistics, Department of Medicine, University at Buffalo, State University of New York (SUNY), Buffalo, NY 14260, USA.
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Mueller L, Broering DC, Meyer J, Vashist Y, Goettsche J, Wilms C, Rogiers X. The induction of the immediate-early-genes Egr-1, PAI-1 and PRL-1 during liver regeneration in surgical models is related to increased portal flow. J Hepatol 2002; 37:606-12. [PMID: 12399226 DOI: 10.1016/s0168-8278(02)00238-6] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND The environmental triggers which control liver regeneration following partial hepatectomy (PH) are not clear. With respect to haemodynamic changes, the model of rat portal branch ligation (PBL) provides the unique opportunity to discriminate transcriptional events, which selectively result from increased portal flow. AIMS The potential role of portal over-flow on early expression of early growth response gene-1 (Egr-1), type-1 plasminogen activator inhibitor (PAI-1) and phosphatase of regenerating liver-1 (PRL-1) was analysed by a comparative experimental study using PBL and PH. METHODS Operative procedures were carried out in male Wistar rats. Growth kinetics were measured by liver weight indices. S-phase-specific mRNA-levels of H2B-histone protein (H2B), as well as expression analysis of Egr-1, PAI-1 and PRL-1 were examined by Northern blot experiments. RESULTS Growth patterns did not differ significantly between PBL and PH, whereas peak H2B expression occurred earlier after PH. Egr-1 and PAI-1 were specifically induced during the first few hours in the hyper-perfused lobes following PBL and PH. PRL-1-expression selectively peaked 3h after PH and PBL in the hyper-perfused lobes. CONCLUSIONS Increased portal flow after PBL and PH was associated with induction of Egr-1, PAI-1 and PRL-1. Thus, haemodynamic changes affect the molecular immediate-early response during liver regeneration.
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Affiliation(s)
- Lars Mueller
- Department of Hepato-biliary Surgery, University Hospital Hamburg-Eppendorf, Martinistrasse 52, 20246 Hamburg, Germany.
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Webster KA, Prentice H, Bishopric NH. Oxidation of zinc finger transcription factors: physiological consequences. Antioxid Redox Signal 2001; 3:535-48. [PMID: 11554443 DOI: 10.1089/15230860152542916] [Citation(s) in RCA: 106] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Redox-sensitive cysteine residues are present in the interaction domains of many protein complexes. There are examples in all of the major categories of transcription factors, including basic region, leucine zipper, helix-loop-helix, and zinc finger. Zinc finger structures require at least two zinc-coordinated cysteine sulfhydryl groups, and oxidation or alkylation of these can eliminate DNA-binding and transcriptional functions. We review here the evidence for oxidation of zinc finger cysteines, the pathways and reactive oxygen intermediates involved, and the functional and physiological consequences of these reactions. Despite skepticism that the strongly reducing intracellular environment would permit significant oxidation of cysteine residues within zinc finger transcription factors, there is compelling evidence that oxidation occurs both in vitro and in vivo. Early reports demonstrating reversible oxidation of zinc-coordinated cysteines with loss of binding function in vitro were shown to reflect accurately the changes in intact cells, and these in turn have been shown to correlate with physiological changes. In particular, the accumulation of oxidized Spl zinc fingers during aging, and estrogen receptors in tamoxifen-resistant breast cancers are dramatic examples of what may be a general sensitivity of zinc finger factors to changes in the redox state of the cell.
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Affiliation(s)
- K A Webster
- Department of Molecular and Cellular Pharmacology, University of Miami Medical Center, FL 33136, USA.
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Zhu JL, Kaytor EN, Pao CI, Meng XP, Phillips LS. Involvement of Sp1 in the transcriptional regulation of the rat insulin-like growth factor-1 gene. Mol Cell Endocrinol 2000; 164:205-18. [PMID: 11026572 DOI: 10.1016/s0303-7207(00)00207-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
UNLABELLED Most insulin-like growth factor-I (IGF-I) transcripts are initiated in exon 1, but mechanisms of regulation are not well understood. Since potential Sp1 sites are found in footprinted regions within approximately 360 bp upstream and downstream from the major initiation sites in exon 1, we explored the involvement of Sp1 and Sp3 in regulation of IGF-1 expression. Gel shift assays showed strong Sp1 binding to the downstream site, but binding to the upstream site was weak; Sp1 bound to a CCTGCCCA sequence in downstream footprint region V, and Sp3 binding was centered on the same sequence. IGF-I basal promoter constructs containing a mutation in the downstream Sp1 site exhibited a 32% decrease in expression in CHO cells and a 75% decrease in HepG2 cells, indicating the importance of Sp1 for expression in vivo. Sp1 and Sp3 expression vectors provided three- to five-fold stimulation of wild-type IGF-I constructs, but had little effect on a construct containing a mutation in the downstream Sp1 site, and Sp1 had comparable effects in Drosophila SL2 cells. IGF-I heterologous promoter constructs exhibited similar responses: in both SL2 cells and CHO cells, stimulation by Sp1 was enhanced with constructs containing downstream region V. Since Sp1 also stimulated expression of concatamers of putative cis-acting sites fused to the SV40 promoter enhancer in pGL3, the results in combination indicate that the presence of IGF-I region V is sufficient to permit stimulation by Sp1. CONCLUSION Sp1 and related factors may play an important role in the regulation of IGF-I gene transcription, through interactions with region V downstream from the major initiation sites in exon 1.
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Affiliation(s)
- J L Zhu
- Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
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Abstract
The Egr proteins, Egr-1, Egr-2, Egr-3 and Egr-4, are closely related members of a subclass of immediate early gene-encoded, inducible transcription factors. They share a highly homologous DNA-binding domain which recognises an identical DNA response element. In addition, they have several less-well conserved structural features in common. As immediate early proteins, the Egr transcription factors are rapidly induced by diverse extracellular stimuli within the nervous system in a discretely controlled manner. The basal expression of the Egr proteins in the developing and adult rat brain and the induction of Egr proteins by neurotransmitter analogue stimulation, physiological mimetic and brain injury paradigms is reviewed. We review evidence indicating that Egr proteins are subject to tight differential control through diverse mechanisms at several levels of regulation. These include transcriptional, translational and post-translational (including glycosylation, phosphorylation and redox) mechanisms and protein-protein interaction. Ultimately the differentially co-ordinated Egr response may lead to discrete effects on target gene expression. Some of the known target genes of Egr proteins and functions of the Egr proteins in different cell types are also highlighted. Future directions for research into the control and function of the different Egr proteins are also explored.
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Affiliation(s)
- A M Beckmann
- Department of Biochemistry, University of Queensland, St Lucia, Australia
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Kutoh E, Giacobino JP. Interaction of nuclear factors with the cAMP response elements of the human β(3)-adrenoceptor gene. Endocrine 1996; 5:265-74. [PMID: 21153077 DOI: 10.1007/bf02739059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/1991] [Revised: 08/01/1996] [Accepted: 08/13/1996] [Indexed: 10/22/2022]
Abstract
Four potential cyclic adenosine 3',5'-monophosphate (cAMP) response elements (CREs), each having at most two mismatches from the classical canonical sequence, have been identified in the 5'UTR of the human β(3)-adrenoceptor gene by Liggett and Schwinn (1991). Recently, three of these CREs were shown to confer responsiveness to cAMP when cloned into a CAT reporter vector (Thomas et al., 1992). In this study, in vitro gel-retardation assays have shown that recombinant human CRE binding protein-1 (CREB-1) or activating transcription factor-1 (ATF-1) can interact specifically with these four putative CREs (termed β(3)CRE2), although with different affinities. Nuclear extracts from human brown or white adipose tissue contain proteins interacting with β(3)CRE3 and β(3)CRE2. These adipose nuclear factors were shown by competition assays and the use of antibodies to differ from CREB-1 or ATF-1. The nuclear factor(s) interacting with β(3)CRE2 was found in human and rat brown and white adipose tissues, but not in the other nonadipose tissues examined, i.e., rat lung, liver, kidney, and heart, suggesting an adipose tissue-specific DNA binding or expression pattern. β(3)CRE2 is found to constitute a hexameric element that is highly homologous to the binding site for members of the nuclear hormone receptor superfamily, and a competition assay using this site has provided evidence that an adipose tissuespecific orphan member of this superfamily may bind to β(3)CRE2. Reporter gene assays have indicated that β(3)CRE2 and β(3)CRE3 slightly repress the basal level of transcription and that β(3)CRE2 confers cAMP responsiveness, whereas β(3)CRE3 does not.
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Affiliation(s)
- E Kutoh
- Département de Biochimie médicale, Centre Médical Universitaire, 1211, Genève 4, Switzerland,
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Cibelli G, Schoch S, Pajunk H, Brand IA, Thiel G. A (G+C)-rich motif in the aldolase C promoter functions as a constitutive transcriptional enhancer element. EUROPEAN JOURNAL OF BIOCHEMISTRY 1996; 237:311-7. [PMID: 8620889 DOI: 10.1111/j.1432-1033.1996.0311n.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
The enzyme fructose-1,6-bisphosphate aldolase consists of three isozymes that are expressed in a tissue-specific manner. Using antibodies against aldolase B and C, it is shown that aldolase C is expressed in virtually all neuronal cell lines derived from the central and peripheral nervous system. Recently, experiments with transgenic mice indicated that a (G+C)-rich region of the aldolase C promoter might function as a neuron-specific control element of the rat aldolase C gene [Thomas, M., Makeh, I., Briand, P., Kahn, A. & Skala, H. (1993) Eur. J. Biochem. 218, 143-151). To functionally analyse this element, a plasmid consisting of four copies of this (G+C)-rich sequence, a TATA box, and the rabbit beta-globin gene as reporter was constructed. This plasmid was transfected into neuronal and nonneuronal cell lines and transcription was monitored by RNase protection mapping of the beta-globin mRNA. It is shown that the (G+C)-rich element of the aldolase C promoter directs transcription in neuronal as well as in nonneuronal cells. In contrast, the synapsin I promoter, used as a control for neuron-specific gene expression, directed transcription only in neuronal cells. In gel-retardation assays, two major DNA-protein complexes were detected with the (G+C)-rich element of the aldolase C promoter used as a DNA probe and nuclear extracts from brain and liver as a source for DNA-binding proteins. These DNA-proteins interactions could be impaired by a DNA probe that contained an Sp1-binding site, indicating that Sp1 or an Sp1-related factor binds to the aldolase C promoter (G+C)-rich element. This was confirmed by supershift analysis with antibodies specific for Sp1. The zinc finger transcription factor zif268/egr-1, also known to recognize a (G+C)-rich consensus site, did not, however, bind to the (G+C)-rich motif of the aldolase C promoter, nor could it stimulate transcription in transactivation assays from this control region. From these data, we conclude that the (G+C)-rich element of the aldolase C promoter functions as a constitutive transcriptional response element mediated by Sp1 and Sp1-related transcription factors.
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Affiliation(s)
- G Cibelli
- Institute for Genetics, University of Cologne, Germany
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Fang MA, Noguchi GM, McDougall S. Prostaglandin E2 induces Egr-1 mRNA in MC3T3-E1 osteoblastic cells by a protein kinase C-dependent pathway. Prostaglandins Leukot Essent Fatty Acids 1996; 54:109-14. [PMID: 8848429 DOI: 10.1016/s0952-3278(96)90067-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Prostaglandin E2 (PGE2) plays an important role in the regulation of osteoblast metabolism. However, the nuclear signal transduction mechanisms involved in the actions of PGE2 have not been clearly defined. One mechanism may involve induction of immediate early genes such as the transcription factor Egr-1. In the present study, we examined the effects of PGE2 on induction of Egr-1 mRNA in MC3T3-E1 osteoblasts. Time course studies with 2 microM PGE2 showed maximal induction of Egr-1 mRNA at 30 min. In cells pretreated with cycloheximide (CHX), induction of Egr-1 mRNA reached a maximum at 60 min and remained elevated for at least 240 min. Preincubation with CHX was associated with superinduction of Egr-1. Inhibition of protein kinase C activity by pretreatment with 1 microM chelerythrine chloride or by prolonged stimulation with 50 ng/ml tetradecanoyl phorbol acetate (TPA) attenuated the induction of Egr-1 mRNA by 2 microM PGE2. These data indicate that in MC3T3-E1 cells, PGE2 increase Egr-1 mRNA levels via a protein kinase C-dependent pathway.
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Affiliation(s)
- M A Fang
- Geriatric Research, Education and Clinical Center, Veterans Health Administration Medical Center, West Los Angeles, CA, USA
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Jensen DE, Rich CB, Terpstra AJ, Farmer SR, Foster JA. Transcriptional regulation of the elastin gene by insulin-like growth factor-I involves disruption of Sp1 binding. Evidence for the role of Rb in mediating Sp1 binding in aortic smooth muscle cells. J Biol Chem 1995; 270:6555-63. [PMID: 7896792 DOI: 10.1074/jbc.270.12.6555] [Citation(s) in RCA: 70] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
We have recently identified a novel element (EFE 5/6) in the human elastin gene promoter that modulates the ability of insulin-like growth factor I (IGF-I) to up-regulate elastin gene transcription in aortic smooth muscle cells. In the present study, we have pursued the identification of those nuclear proteins binding to the EFE 5/6 element and affected by IGF-I treatment. Chelation inactivation and metal reactivation experiments together with supershift gel analyses demonstrated that Sp1 was one of the proteins affected by IGF-I. Southwestern and Western analyses showed that Sp1 was present in IGF-I nuclear extracts and capable of binding DNA after fractionation. Addition of retinoblastoma gene product (Rb) antibody mimicked the effect of IGF-I in gel shift analysis, suggesting that Sp1 binding may be regulated by an inhibitor normally associated with Rb. The fact that the phosphorylation state of Rb was affected by IGF-I was shown by Western blot analysis. The control smooth muscle cells transcribed the elastin gene at a high level without addition of IGF-I, so it is likely that disruption of Sp1 binding is the first step in allowing the binding of a more potent activating factor.
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Affiliation(s)
- D E Jensen
- Department of Biochemistry, Boston University School of Medicine, Massachusetts 02118
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Merchant JL, Shiotani A, Mortensen ER, Shumaker DK, Abraczinskas DR. Epidermal growth factor stimulation of the human gastrin promoter requires Sp1. J Biol Chem 1995; 270:6314-9. [PMID: 7890769 DOI: 10.1074/jbc.270.11.6314] [Citation(s) in RCA: 65] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Growth factors coordinately regulate a variety of different genes to stimulate cellular proliferation. In the stomach, gastrin, epidermal growth factor (EGF), and transforming growth factor-alpha all mediate gastric mucosal homeostasis by promoting cell renewal. We have previously shown that EGF and phorbol esters stimulate the human gastrin promoter through a novel GC-rich DNA element 5'-(68)GGGGCGGGGTGGGGGG-53 called gERE (gastrin EGF response element). In this report, we show that three factors bind to this element, the transcription factor Sp1 and two fast migrating complexes designated gastrin EGF response proteins (gERP 1 and 2). To understand how these factors bind and confer EGF responsiveness, mutations of gERE were tested in vitro for protein binding and in vivo for promoter activation. Both gel shift assays and UV cross-linking studies revealed that the factors bind to overlapping domains, Sp1 to the 5' half-site and gERP 1 and 2 to the 3' half-site. Placing either the 5' or 3' mutations upstream of a minimal gastrin promoter abolished EGF induction. Therefore both the 5' and 3' domains were required to confer EGF induction. Collectively, these results demonstrate that complex interactions between Sp1 and other factors binding to overlapping gERE half-sites confer EGF responsiveness to the gastrin promoter.
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Affiliation(s)
- J L Merchant
- Department of Internal Medicine, University of Michigan, Ann Arbor
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Krämer B, Meichle A, Hensel G, Charnay P, Krönke M. Characterization of an Krox-24/Egr-1-responsive element in the human tumor necrosis factor promoter. BIOCHIMICA ET BIOPHYSICA ACTA 1994; 1219:413-21. [PMID: 7918637 DOI: 10.1016/0167-4781(94)90066-3] [Citation(s) in RCA: 102] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
We have analyzed in various human leukemic cell lines a previously unrecognized region within the human TNF gene promoter that contains the sequence motif 5'-CCGCCCCCGCG-3'. This GC-rich sequence maps to bps -170 and -160 of the TNF gene. Electrophoretic mobility shift assays (EMSA) combined with methylation interference analysis revealed the binding of two distinct proteins with overlapping recognition sites. Supershift assays identified the constitutive transcription factor Sp1 and the immediate-early growth-response transcription factor Egr-1/Krox-24. Interestingly, this Egr-1-related factor was induced by PMA but not by TNF. The TNF gene GC-rich sequence conferred PMA responsiveness when linked to a heterologous minimal c-fos promoter. To examine the involvement of Egr-1/Krox-24 in TNF gene regulation, a Krox-24 expression vector was used, pSCTKr24. In Jurkat T cells pSCTKr24 stimulated pTNF-286CAT that contains sequences -286 to +34 of the human TNF gene fused to the chloramphenicol acetyltransferase (CAT) gene. Moreover, pSCTKr24 also stimulated the TNF gene GC-rich sequence linked to the minimal c-fos promoter. However, deletion of this site did not result in markedly reduced TNF promoter activity, suggesting that the Egr-1/Krox-24 response element may play an auxiliary role in TNF gene regulation.
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Affiliation(s)
- B Krämer
- Institut für Medizinische Mikrobiologie und Hygiene, Technische Universität München, Germany
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