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Kidd M, Modlin IM, Drozdov I. Gene network-based analysis identifies two potential subtypes of small intestinal neuroendocrine tumors. BMC Genomics 2014; 15:595. [PMID: 25023465 PMCID: PMC4124138 DOI: 10.1186/1471-2164-15-595] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Accepted: 07/07/2014] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Tumor transcriptomes contain information of critical value to understanding the different capacities of a cell at both a physiological and pathological level. In terms of clinical relevance, they provide information regarding the cellular "toolbox" e.g., pathways associated with malignancy and metastasis or drug dependency. Exploration of this resource can therefore be leveraged as a translational tool to better manage and assess neoplastic behavior. The availability of public genome-wide expression datasets, provide an opportunity to reassess neuroendocrine tumors at a more fundamental level. We hypothesized that stringent analysis of expression profiles as well as regulatory networks of the neoplastic cell would provide novel information that facilitates further delineation of the genomic basis of small intestinal neuroendocrine tumors. RESULTS We re-analyzed two publically available small intestinal tumor transcriptomes using stringent quality control parameters and network-based approaches and validated expression of core secretory regulatory elements e.g., CPE, PCSK1, secretogranins, including genes involved in depolarization e.g., SCN3A, as well as transcription factors associated with neurodevelopment (NKX2-2, NeuroD1, INSM1) and glucose homeostasis (APLP1). The candidate metastasis-associated transcription factor, ST18, was highly expressed (>14-fold, p < 0.004). Genes previously associated with neoplasia, CEBPA and SDHD, were decreased in expression (-1.5 - -2, p < 0.02). Genomic interrogation indicated that intestinal tumors may consist of two different subtypes, serotonin-producing neoplasms and serotonin/substance P/tachykinin lesions. QPCR validation in an independent dataset (n = 13 neuroendocrine tumors), confirmed up-regulated expression of 87% of genes (13/15). CONCLUSIONS An integrated cellular transcriptomic analysis of small intestinal neuroendocrine tumors identified that they are regulated at a developmental level, have key activation of hypoxic pathways (a known regulator of malignant stem cell phenotypes) as well as activation of genes involved in apoptosis and proliferation. Further refinement of these analyses by RNAseq studies of large-scale databases will enable definition of individual master regulators and facilitate the development of novel tissue and blood-based tools to better understand diagnose and treat tumors.
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Affiliation(s)
- Mark Kidd
- Yale University School of Medicine, New Haven, CT 06510, USA.
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Miyano Y, Tahara S, Sakata I, Sakai T, Abe H, Kimura S, Kurotani R. Regulation of LH/FSH expression by secretoglobin 3A2 in the mouse pituitary gland. Cell Tissue Res 2014; 356:253-60. [PMID: 24514953 PMCID: PMC3975077 DOI: 10.1007/s00441-014-1794-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2013] [Accepted: 12/09/2013] [Indexed: 11/26/2022]
Abstract
Secretoglobin (SCGB) 3A2 was originally identified as a downstream target for the homeodomain transcription factor NKX2-1 in the lung. NKX2-1 plays a role in the genesis and expression of genes in the thyroid, lung and ventral forebrain; Nkx2-1-null mice have no thyroid and pituitary and severely hypoplastic lungs and hypothalamus. To demonstrate whether SCGB3A2 plays any role in pituitary hormone production, NKX2-1 and SCGB3A2 expression in the mouse pituitary gland was examined by immunohistochemical analysis and RT-PCR. NKX2-1 was localized in the posterior pituitary lobe, whereas SCGB3A2 was observed in both anterior and posterior lobes as shown by immunohistochemistry and RT-PCR. Expression of CCAAT-enhancer binding proteins (C/EBPs), which regulate mouse Scgb3a2 transcription, was also examined by RT-PCR. C/EBPβ, γ, δ and ζ were expressed in the adult mouse pituitary gland. SCGB3A2 was expressed in the anterior and posterior lobes from postnatal days 1 and 5, respectively and the areas where SCGB3A2 expression was found coincided with the area where FSH-secreting cells were found. Double-staining for SCGB3A2 and pituitary hormones revealed that SCGB3A2 was mainly localized in gonadotrophs in 49 % of FSH-secreting cells and 47 % of LH-secreting cells. In addition, SCGB3A2 dramatically inhibited LH and FSH mRNA expression in rat pituitary primary cell cultures. These results suggest that SCGB3A2 regulates FSH/LH production in the anterior pituitary lobe and that transcription factors other than NKX2-1 may regulate SCGB3A2 expression.
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Affiliation(s)
- Yuki Miyano
- Biochemical Engineering, Faculty of Engineering, Yamagata University, Yonezawa, Yamagata 992-8510 Japan
| | - Shigeyuki Tahara
- Department of Neurosurgery, Nippon Medical School, Tokyo, 113-8603 Japan
| | - Ichiro Sakata
- Area of Regulatory Biology, Division of Life Science, Graduate School of Science and Engineering, Saitama University, Saitama, 338-8570 Japan
| | - Takafumi Sakai
- Area of Regulatory Biology, Division of Life Science, Graduate School of Science and Engineering, Saitama University, Saitama, 338-8570 Japan
| | - Hiroyuki Abe
- Biochemical Engineering, Faculty of Engineering, Yamagata University, Yonezawa, Yamagata 992-8510 Japan
| | - Shioko Kimura
- Laboratory of Metabolism, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - Reiko Kurotani
- Biochemical Engineering, Faculty of Engineering, Yamagata University, Yonezawa, Yamagata 992-8510 Japan
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Moazed B, Banman SL, Wilkinson GA, Roesler WJ. TCERG1 inhibits C/EBPα through a mechanism that does not involve sequestration of C/EBPα at pericentromeric heterochromatin. J Cell Biochem 2011; 112:2317-26. [PMID: 21503969 DOI: 10.1002/jcb.23154] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Transcriptional elongation regulator 1 (TCERG1) is a nuclear protein that participates in multiple events that include regulating the elongation of RNA polymerase II and coordinating transcription and pre-mRNA processing. More recently, we showed that TCERG1 is also a specific inhibitor of the transcription factor CCAAT enhancer binding protein α (C/EBPα). Interestingly, the inhibition of C/EBPα by TCERG1 is associated with the relocalization of TCERG1 from the nuclear speckle compartment to the pericentromeric regions where C/EBPα resides. In the present study, we examined additional aspects of C/EBPα-induced redistribution of TCERG1. Using several mutants of C/EBPα, we showed that C/EBPα does not need to be transcriptionally competent or have anti-proliferative activity to induce TCERG1 relocalization. Moreover, our results show that C/EBPα does not need to be localized to the pericentromeric region in order to relocalize TCERG1. This conclusion was illustrated through the use of a V296A mutant of C/EBPα, which is incapable of binding to the pericentromeric regions of heterochromatin and thus takes on a dispersed appearance in the nucleus. This mutant retained the ability to redistribute TCERG1, however in this case the redistribution was from the nuclear speckle pattern to the dispersed phenotype of C/EBPα V296A. Moreover, we showed that TCERG1 was still able to inhibit the activity of the V296A mutant. While we previously hypothesized that TCERG1 might inhibit C/EBPα by keeping it sequestered at the pericentromeric regions, our new findings indicate that TCERG1 can inhibit C/EBPα activity regardless of the latter's location in the nucleus.
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Affiliation(s)
- Banafsheh Moazed
- Department of Biochemistry, University of Saskatchewan, Saskatoon, SK, Canada S7N 5E5
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Three-color spectral FRET microscopy localizes three interacting proteins in living cells. Biophys J 2010; 99:1274-83. [PMID: 20713013 DOI: 10.1016/j.bpj.2010.06.004] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2009] [Revised: 04/30/2010] [Accepted: 06/01/2010] [Indexed: 11/20/2022] Open
Abstract
FRET technologies are now routinely used to establish the spatial relationships between two cellular components (A and B). Adding a third target component (C) increases the complexity of the analysis between interactions AB/BC/AC. Here, we describe a novel method for analyzing a three-color (ABC) FRET system called three-color spectral FRET (3sFRET) microscopy, which is fully corrected for spectral bleedthrough. The approach quantifies FRET signals and calculates the apparent energy transfer efficiencies (Es). The method was validated by measurement of a genetic (FRET standard) construct consisting of three different fluorescent proteins (FPs), mTFP, mVenus, and tdTomato, linked sequentially to one another. In addition, three 2-FP reference constructs, tethered in the same way as the 3-FP construct, were used to characterize the energy transfer pathways. Fluorescence lifetime measurements were employed to compare the relative relationships between the FPs in cells producing the 3-FP and 2-FP fusion proteins. The 3sFRET microscopy method was then applied to study the interactions of the dimeric transcription factor C/EBPalpha (expressing mTFP or mVenus) with the heterochromatin protein 1alpha (HP1alpha, expressing tdTomato) in live-mouse pituitary cells. We show how the 3sFRET microscopy method represents a promising live-cell imaging technique to monitor the interactions between three labeled cellular components.
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Banman SL, McFie PJ, Wilson HL, Roesler WJ. Nuclear redistribution of TCERG1 is required for its ability to inhibit the transcriptional and anti-proliferative activities of C/EBPα. J Cell Biochem 2009; 109:140-51. [DOI: 10.1002/jcb.22391] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Liu X, Wu B, Szary J, Kofoed EM, Schaufele F. Functional sequestration of transcription factor activity by repetitive DNA. J Biol Chem 2007; 282:20868-76. [PMID: 17526489 PMCID: PMC3812952 DOI: 10.1074/jbc.m702547200] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Higher eukaryote genomes contain repetitive DNAs, often concentrated in transcriptionally inactive heterochromatin. Although repetitive DNAs are not typically considered as regulatory elements that directly affect transcription, they can contain binding sites for some transcription factors. Here, we demonstrate that binding of the transcription factor CCAAT/enhancer-binding protein alpha (C/EBPalpha) to the mouse major alpha-satellite repetitive DNA sequesters C/EBPalpha in the transcriptionally inert pericentromeric heterochromatin. We find that this sequestration reduces the transcriptional capacity of C/EBPalpha. Functional sequestration of C/EBPalpha was demonstrated by experimentally reducing C/EBPalpha binding to the major alpha-satellite DNA, which elevated the concentration of C/EBPalpha in the non-heterochromatic subcompartment of the cell nucleus. The reduction in C/EBPalpha binding to alpha-satellite DNA was induced by the co-expression of the transcription factor Pit-1, which removes C/EBPalpha from the heterochromatic compartment, and by the introduction of an altered-specificity mutation into C/EBPalpha that reduces binding to alpha-satellite DNA but permits normal binding to sites in some gene promoters. In both cases the loss of alpha-satellite DNA binding coincided with an elevation in the binding of C/EBPalpha to a promoter and an increased transcriptional output from that promoter. Thus, the binding of C/EBPalpha to this highly repetitive DNA reduced the amount of C/EBPalpha available for binding to and regulation of this promoter. The functional sequestration of some transcription factors through binding to repetitive DNAs may represent an underappreciated mechanism controlling transcription output.
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Affiliation(s)
- Xiaowei Liu
- Diabetes Center and Department of Medicine, University of California San Francisco, San Francisco, California 94143
| | - Bo Wu
- Diabetes Center and Department of Medicine, University of California San Francisco, San Francisco, California 94143
| | - Jaroslaw Szary
- Diabetes Center and Department of Medicine, University of California San Francisco, San Francisco, California 94143
| | - Eric M. Kofoed
- Diabetes Center and Department of Medicine, University of California San Francisco, San Francisco, California 94143
| | - Fred Schaufele
- Diabetes Center and Department of Medicine, University of California San Francisco, San Francisco, California 94143
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Demarco IA, Voss TC, Booker CF, Day RN. Dynamic interactions between Pit-1 and C/EBPalpha in the pituitary cell nucleus. Mol Cell Biol 2006; 26:8087-98. [PMID: 16908544 PMCID: PMC1636741 DOI: 10.1128/mcb.02410-05] [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] [Indexed: 11/20/2022] Open
Abstract
The homeodomain (HD) transcription factors are a structurally conserved family of proteins that, through networks of interactions with other nuclear proteins, control patterns of gene expression during development. For example, the network interactions of the pituitary-specific HD protein Pit-1 control the development of anterior pituitary cells and regulate the expression of the hormone products in the adult cells. Inactivating mutations in Pit-1 disrupt these processes, giving rise to the syndrome of combined pituitary hormone deficiency. Pit-1 interacts with CCAAT/enhancer-binding protein alpha (C/EBPalpha) to regulate prolactin transcription. Here, we used the combination of biochemical analysis and live-cell microscopy to show that two different point mutations in Pit-1, which disrupted distinct activities, affected the dynamic interactions between Pit-1 and C/EBPalpha in different ways. The results showed that the first alpha-helix of the POU-S domain is critical for the assembly of Pit-1 with C/EBPalpha, and they showed that DNA-binding activity conferred by the HD is critical for the final intranuclear positioning of the metastable complex. This likely reflects more general mechanisms that govern cell-type-specific transcriptional control, and the results from the analysis of the point mutations could indicate an important link between the mislocalization of transcriptional complexes and disease processes.
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Affiliation(s)
- Ignacio A Demarco
- Department of Medicine, University of Virginia Health Services, Charlottesville, VA 22908-0578, USA
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Demarco IA, Periasamy A, Booker CF, Day RN. Monitoring dynamic protein interactions with photoquenching FRET. Nat Methods 2006; 3:519-24. [PMID: 16791209 PMCID: PMC2921620 DOI: 10.1038/nmeth889] [Citation(s) in RCA: 80] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2006] [Accepted: 05/15/2006] [Indexed: 12/22/2022]
Abstract
The mammalian cell nucleus is a dynamic and highly organized structure. Most proteins are mobile within the nuclear compartment, and this mobility reflects transient interactions with chromatin, as well as network interactions with a variety of protein partners. To study these dynamic processes in living cells, we developed an imaging method that combines the photoactivated green fluorescent protein (PA-GFP) and fluorescence resonance energy transfer (FRET) microscopy. We used this new method, photoquenching FRET (PQ-FRET), to define the dynamic interactions of the heterochromatin protein-1 alpha (HP1alpha) and the transcription factor CCAAT/enhancer binding protein alpha (C/EBPalpha) in regions of centromeric heterochromatin in mouse pituitary cells. The advantage of the PQ-FRET assay is that it provides simultaneous measurement of a protein's mobility, its exchange within macromolecular complexes and its interactions with other proteins in the living cell without the need for corrections based on reference images acquired from control cells.
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Affiliation(s)
- Ignacio A Demarco
- Department of Medicine, University of Virginia Health Sciences Center, Charlottesville, Virginia 22908, USA
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Lin LI, Chen CY, Lin DT, Tsay W, Tang JL, Yeh YC, Shen HL, Su FH, Yao M, Huang SY, Tien HF. Characterization of CEBPA Mutations in Acute Myeloid Leukemia: Most Patients with CEBPA Mutations Have Biallelic Mutations and Show a Distinct Immunophenotype of the Leukemic Cells. Clin Cancer Res 2005; 11:1372-9. [PMID: 15746035 DOI: 10.1158/1078-0432.ccr-04-1816] [Citation(s) in RCA: 160] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE The transcription factor CCAAT/enhancer binding protein alpha, encoded by the CEBPA, is crucial for the differentiation of immature granulocytes. Mutation of the CEBPA may play an important role in leukemogenesis and prognosis. We sought to characterize the CEBPA mutation in acute myeloid leukemia (AML) and to clarify if there is a distinct immunophenotype for leukemic cells with the mutation. EXPERIMENT DESIGN One hundred and four patients with de novo AML were evaluated for the CEBPA mutation and immunophenotype of the leukemic cells. RESULTS Twenty-two distinct mutations were identified in 16 (15%) of 104 AML patients. Fourteen patients had biallelic mutations, mostly involving both the NH(2)-terminal TAD1 region and the COOH-terminal basic leucine zipper domain (bZIP). The mutations in the bZIP region were always tandem duplications and were located at hot-spot regions for topoisomerase II sites. Sequential study of the CEBPA mutations showed that the mutations disappeared at complete remission but the same mutations reappeared at relapse. None of the patients developed novel mutations during the follow-up period. Patients with CEBPA mutations had significantly higher incidences of CD7 (73%), CD15 (100%), CD34 (93%), and HLA-DR (93%) expression on the leukemic cells. CONCLUSION These data revealed that most AML with CEBPA mutations were associated with an immunophenotype of HLA-DR(+)CD7(+)CD13(+)CD14(-)CD15(+)CD33(+)CD34(+). The close relationship of CEBPA mutations with the leukemia status of the patients and the concordance of mutation in presenting and relapse samples implicate the CEBPA mutation as a potential marker for monitoring minimal residue disease.
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Affiliation(s)
- Liang-In Lin
- Graduate Institute of Medical Technology, National Taiwan University, Taipei, Taiwan
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Day RN, Voss TC, Enwright JF, Booker CF, Periasamy A, Schaufele F. Imaging the localized protein interactions between Pit-1 and the CCAAT/enhancer binding protein alpha in the living pituitary cell nucleus. Mol Endocrinol 2003; 17:333-45. [PMID: 12554785 PMCID: PMC2910340 DOI: 10.1210/me.2002-0136] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
The homeodomain protein Pit-1 cooperates with the basic-leucine zipper protein CCAAT/enhancer binding protein alpha (C/EBPalpha) to control pituitary-specific prolactin gene transcription. We previously observed that C/EBPalpha was concentrated in regions of centromeric heterochromatin in pituitary GHFT1-5 cells and that coexpressed Pit-1 redistributed C/EBPalpha to the subnuclear sites occupied by Pit-1. Here, we used fluorescence resonance energy transfer microscopy to show that when C/EBPalpha was recruited by Pit-1, the average distance separating the fluorophores labeling the proteins was less than 7 nm. A mutation in the Pit-1 homeodomain, or truncation of the C/EBPalpha transactivation domain disrupted the redistribution of C/EBPalpha by Pit-1. Fluorescence resonance energy transfer analysis revealed that the mutant Pit-1 still associated with C/EBPalpha, and the truncated C/EBPalpha still associated with Pit-1, but these interactions were preferentially localized in regions of centromeric heterochromatin. In contrast, a truncation in C/EBPalpha that prevented DNA binding also blocked its association with Pit-1, suggesting that the binding of C/EBPalpha to DNA is a critical first step in specifying its association with Pit-1. These findings indicated that the protein domains that specify the interaction of Pit-1 and C/EBPalpha are separable from the protein domains that direct the positioning of the associated proteins within the nucleus. The intimate association of Pit-1 and C/EBPalpha at certain sites within the living cell nucleus could foster their combinatorial activities in the regulation of pituitary-specific gene expression.
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Affiliation(s)
- Richard N Day
- Department of Medicine, University of Virginia Health Sciences Center, Charlottesville, Virginia, 22908, USA.
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Enwright JF, Kawecki-Crook MA, Voss TC, Schaufele F, Day RN. A PIT-1 homeodomain mutant blocks the intranuclear recruitment of the CCAAT/enhancer binding protein alpha required for prolactin gene transcription. Mol Endocrinol 2003; 17:209-22. [PMID: 12554749 PMCID: PMC2900764 DOI: 10.1210/me.2001-0222] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
The pituitary-specific homeodomain protein Pit-1 cooperates with other transcription factors, including CCAAT/enhancer binding protein alpha (C/EBPalpha), in the regulation of pituitary lactotrope gene transcription. Here, we correlate cooperative activation of prolactin (PRL) gene transcription by Pit-1 and C/EBPalpha with changes in the subnuclear localization of these factors in living pituitary cells. Transiently expressed C/EBPalpha induced PRL gene transcription in pituitary GHFT1-5 cells, whereas the coexpression of Pit-1 and C/EBPalpha in HeLa cells demonstrated their cooperativity at the PRL promoter. Individually expressed Pit-1 or C/EBPalpha, fused to color variants of fluorescent proteins, occupied different subnuclear compartments in living pituitary cells. When coexpressed, Pit-1 recruited C/EBPalpha from regions of transcriptionally quiescent centromeric heterochromatin to the nuclear regions occupied by Pit-1. The homeodomain region of Pit-1 was necessary for the recruitment of C/EBPalpha. A point mutation in the Pit-1 homeodomain associated with the syndrome of combined pituitary hormone deficiency in humans also failed to recruit C/EBPalpha. This Pit-1 mutant functioned as a dominant inhibitor of PRL gene transcription and, instead of recruiting C/EBPalpha, was itself recruited by C/EBPalpha to centromeric heterochromatin. Together our results suggest that the intranuclear positioning of these factors determines whether they activate or silence PRL promoter activity.
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Affiliation(s)
- John F Enwright
- Department of Medicine, University of Virginia Health System, Charlottesville, Virginia 22908-0578, USA
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