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Rahman SMT, Singh A, Lowe S, Aqdas M, Jiang K, Vaidehi Narayanan H, Hoffmann A, Sung MH. Co-imaging of RelA and c-Rel reveals features of NF-κB signaling for ligand discrimination. Cell Rep 2024; 43:113940. [PMID: 38483906 PMCID: PMC11015162 DOI: 10.1016/j.celrep.2024.113940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 12/11/2023] [Accepted: 02/23/2024] [Indexed: 04/02/2024] Open
Abstract
Individual cell sensing of external cues has evolved through the temporal patterns in signaling. Since nuclear factor κB (NF-κB) signaling dynamics have been examined using a single subunit, RelA, it remains unclear whether more information might be transmitted via other subunits. Using NF-κB double-knockin reporter mice, we monitored both canonical NF-κB subunits, RelA and c-Rel, simultaneously in single macrophages by quantitative live-cell imaging. We show that signaling features of RelA and c-Rel convey more information about the stimuli than those of either subunit alone. Machine learning is used to predict the ligand identity accurately based on RelA and c-Rel signaling features without considering the co-activated factors. Ligand discrimination is achieved through selective non-redundancy of RelA and c-Rel signaling dynamics, as well as their temporal coordination. These results suggest a potential role of c-Rel in fine-tuning immune responses and highlight the need for approaches that will elucidate the mechanisms regulating NF-κB subunit specificity.
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Affiliation(s)
- Shah Md Toufiqur Rahman
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Apeksha Singh
- Institute for Quantitative and Computational Biosciences and Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Sarina Lowe
- Institute for Quantitative and Computational Biosciences and Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Mohammad Aqdas
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Kevin Jiang
- Institute for Quantitative and Computational Biosciences and Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Haripriya Vaidehi Narayanan
- Institute for Quantitative and Computational Biosciences and Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Alexander Hoffmann
- Institute for Quantitative and Computational Biosciences and Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA.
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2
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Abstract
Biological discovery has been driven by advances in throughput and resolution of analysis technologies. They have also created an indelible bias for snapshot-based knowledge. Even though recent methods such as multi-omics single-cell assays have empowered immunological investigations, they still provide snapshots of cellular behaviors and thus, have inherent limitations in reconstructing unsynchronized dynamic events across individual cells. Here, we present a rationale for how NF-κB may convey specificity of contextual information through subtle quantitative features of its signaling dynamics. The next frontier of predictive understanding should involve functional characterization of NF-κB signaling dynamics and their immunological implications. This may help solve the apparent paradox that a ubiquitously activated transcription factor can shape accurate responses to different immune challenges.
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Affiliation(s)
- Mohammad Aqdas
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA.
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3
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Stock AJ, McDevitt RA, Puligilla C, Wang Y, Zhang Y, Wang K, Sun C, Becker KG, Lehrmann E, Wood WH, Gong Y, Aqdas M, Sung MH, Hoffmann V, Liu C, Gorospe M, Harrington L, Ferrucci L, Liu Y. Aberrant expression and localization of the RAP1 shelterin protein contribute to age-related phenotypes. PLoS Genet 2022; 18:e1010506. [PMID: 36441670 PMCID: PMC9704629 DOI: 10.1371/journal.pgen.1010506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 11/02/2022] [Indexed: 11/29/2022] Open
Abstract
Short telomeres induce a DNA damage response (DDR) that evokes apoptosis and senescence in human cells. An extant question is the contribution of telomere dysfunction-induced DDR to the phenotypes observed in aging and telomere biology disorders. One candidate is RAP1, a telomere-associated protein that also controls transcription at extratelomeric regions. To distinguish these roles, we generated a knockin mouse carrying a mutated Rap1, which was incapable of binding telomeres and did not result in eroded telomeres or a DDR. Primary Rap1 knockin embryonic fibroblasts showed decreased RAP1 expression and re-localization away from telomeres, with an increased cytosolic distribution akin to that observed in human fibroblasts undergoing telomere erosion. Rap1 knockin mice were viable, but exhibited transcriptomic alterations, proinflammatory cytokine/chemokine signaling, reduced lifespan, and decreased healthspan with increased body weight/fasting blood glucose levels, spontaneous tumor incidence, and behavioral deficits. Taken together, our data present mechanisms distinct from telomere-induced DDR that underlie age-related phenotypes.
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Affiliation(s)
- Amanda J. Stock
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Ross A. McDevitt
- Comparative Medicine Section, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Chandrakala Puligilla
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Yajun Wang
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Yongqing Zhang
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Kun Wang
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Chongkui Sun
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Kevin G. Becker
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Elin Lehrmann
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - William H. Wood
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Yi Gong
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Mohammad Aqdas
- Laboratory of Molecular Biology and Immunology, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Victoria Hoffmann
- Division of Veterinary Resources, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Chengyu Liu
- Transgenic Core Facility, National Heart, Lung, and Blood Institute/National Institutes of Health, Bethesda, Maryland, United States of America
| | - Myriam Gorospe
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Lea Harrington
- Institute for Research in Immunology & Cancer, Marcelle-Coutu Pavilion, Université de Montréal, Montreal, Quebec, Canada
| | - Luigi Ferrucci
- Translational Gerontology Branch, Biomedical Research Center, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
| | - Yie Liu
- Laboratory of Genetics and Genomics, National Institute on Aging/National Institutes of Health, Baltimore, Maryland, United States of America
- * E-mail:
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Rahman SMT, Aqdas M, Martin EW, Tomassoni Ardori F, Songkiatisak P, Oh KS, Uderhardt S, Yun S, Claybourne QC, McDevitt RA, Greco V, Germain RN, Tessarollo L, Sung MH. Double knockin mice show NF-κB trajectories in immune signaling and aging. Cell Rep 2022; 41:111682. [DOI: 10.1016/j.celrep.2022.111682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 09/06/2022] [Accepted: 10/27/2022] [Indexed: 11/23/2022] Open
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Portuguez AS, Grbesa I, Tal M, Deitch R, Raz D, Kliker L, Weismann R, Schwartz M, Loza O, Cohen L, Marchenkov-Flam L, Sung MH, Kaplan T, Hakim O. Ep300 sequestration to functionally distinct glucocorticoid receptor binding loci underlie rapid gene activation and repression. Nucleic Acids Res 2022; 50:6702-6714. [PMID: 35713523 PMCID: PMC9262608 DOI: 10.1093/nar/gkac488] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 05/18/2022] [Accepted: 05/26/2022] [Indexed: 12/24/2022] Open
Abstract
The rapid transcriptional response to the transcription factor, glucocorticoid receptor (GR), including gene activation or repression, is mediated by the spatial association of genes with multiple GR binding sites (GBSs) over large genomic distances. However, only a minority of the GBSs have independent GR-mediated activating capacity, and GBSs with independent repressive activity were rarely reported. To understand the positive and negative effects of GR we mapped the regulatory environment of its gene targets. We show that the chromatin interaction networks of GR-activated and repressed genes are spatially separated and vary in the features and configuration of their GBS and other non-GBS regulatory elements. The convergence of the KLF4 pathway in GR-activated domains and the STAT6 pathway in GR-repressed domains, impose opposite transcriptional effects to GR, independent of hormone application. Moreover, the ROR and Rev-erb transcription factors serve as positive and negative regulators, respectively, of GR-mediated gene activation. We found that the spatial crosstalk between GBSs and non-GBSs provides a physical platform for sequestering the Ep300 co-activator from non-GR regulatory loci in both GR-activated and -repressed gene compartments. While this allows rapid gene repression, Ep300 recruitment to GBSs is productive specifically in the activated compartments, thus providing the basis for gene induction.
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Affiliation(s)
| | | | - Moran Tal
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Building 206, Ramat-Gan 5290002, Israel
| | - Rachel Deitch
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Building 206, Ramat-Gan 5290002, Israel
| | - Dana Raz
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Building 206, Ramat-Gan 5290002, Israel
| | - Limor Kliker
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Building 206, Ramat-Gan 5290002, Israel
| | - Ran Weismann
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Building 206, Ramat-Gan 5290002, Israel
| | - Michal Schwartz
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Building 206, Ramat-Gan 5290002, Israel
| | - Olga Loza
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Building 206, Ramat-Gan 5290002, Israel
| | - Leslie Cohen
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Building 206, Ramat-Gan 5290002, Israel
| | - Libi Marchenkov-Flam
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Building 206, Ramat-Gan 5290002, Israel
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, NIA, National Institutes of Health, Baltimore, MD 21224, USA
| | - Tommy Kaplan
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem 91904, Israel,Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 91121, Israel
| | - Ofir Hakim
- To whom correspondence should be addressed. Tel: +972 3 738 4295; Fax: +972 3 738 4296;
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Songkiatisak P, Rahman SMT, Aqdas M, Sung MH. NF-κB, a culprit of both inflamm-ageing and declining immunity? Immun Ageing 2022; 19:20. [PMID: 35581646 PMCID: PMC9112493 DOI: 10.1186/s12979-022-00277-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 04/29/2022] [Indexed: 04/21/2023]
Abstract
NF-κB is generally recognized as an important regulator of ageing, through its roles in cellular senescence and inflammatory pathways. Activated in virtually all cell-cell communication networks of the immune system, NF-κB is thought to affect age-related defects of both innate and adaptive immune cells, relevant to inflamm-ageing and declining adaptive immunity, respectively. Moreover, the family of NF-κB proteins that exist as heterodimers and homodimers exert their function beyond the immune system. Given their involvement in diverse areas such as DNA damage to metabolism, NF-κB has the potential to serve as linkages between known hallmarks of ageing. However, the complexity of NF-κB dimer composition, dynamic signaling, and tissue-specific actions has received relatively little attention in ageing research. Here, we discuss some areas where further research may bear fruit in our understanding the impact of NF-κB in healthy ageing and longevity.
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Affiliation(s)
- Preeyaporn Songkiatisak
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, 21224, Baltimore, MD, USA
| | - Shah Md Toufiqur Rahman
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, 21224, Baltimore, MD, USA
| | - Mohammad Aqdas
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, 21224, Baltimore, MD, USA
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, 21224, Baltimore, MD, USA.
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Babagana M, Oh KS, Chakraborty S, Pacholewska A, Aqdas M, Sung MH. Hedgehog dysregulation contributes to tissue-specific inflammaging of resident macrophages. Aging (Albany NY) 2021; 13:19207-19229. [PMID: 34390567 PMCID: PMC8386529 DOI: 10.18632/aging.203422] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 08/03/2021] [Indexed: 12/31/2022]
Abstract
Age-associated low-grade sterile inflammation, commonly referred to as inflammaging, is a recognized hallmark of aging, which contributes to many age-related diseases. While tissue-resident macrophages are innate immune cells that secrete many types of inflammatory cytokines in response to various stimuli, it is not clear whether they have a role in driving inflammaging. Here we characterized the transcriptional changes associated with physiological aging in mouse resident macrophage populations across different tissues and sexes. Although the age-related transcriptomic signatures of resident macrophages were strikingly tissue-specific, the differentially expressed genes were collectively enriched for those with important innate immune functions such as antigen presentation, cytokine production, and cell adhesion. The brain-resident microglia had the most wide-ranging age-related alterations, with compromised expression of tissue-specific genes and relatively exaggerated responses to endotoxin stimulation. Despite the tissue-specific patterns of aging transcriptomes, components of the hedgehog (Hh) signaling pathway were decreased in aged macrophages across multiple tissues. In vivo suppression of Hh signaling in young animals increased the expression of pro-inflammatory cytokines, while in vitro activation of Hh signaling in old macrophages, in turn, suppressed the expression of these inflammatory cytokines. This suggests that hedgehog signaling could be a potential intervention axis for mitigating age-associated inflammation and related diseases. Overall, our data represent a resourceful catalog of tissue-specific and sex-specific transcriptomic changes in resident macrophages of peritoneum, liver, and brain, during physiological aging.
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Affiliation(s)
- Mahamat Babagana
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Kyu-Seon Oh
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Sayantan Chakraborty
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Alicja Pacholewska
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA.,Present Address: Institute for Translational Epigenetics, University Hospital Cologne, Cologne, Germany
| | - Mohammad Aqdas
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
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Oh KS, Babagana M, Pacholewska A, Chakraborty S, Ha J, Baek S, Sung MH. Age-related chromatin landscapes in mouse macrophages. The Journal of Immunology 2020. [DOI: 10.4049/jimmunol.204.supp.69.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Aging is associated with changes in gene expression. Age-related changes in chromatin structure may contribute to alterations in gene expression and to aging phenotypes in human. Macrophages play essential roles in tissue homeostasis and repair. Macrophage activation by bacterial LPS leads to induction of a complex inflammatory gene program dependent on numerous transcription factor (TF) families. We previously showed that chromatin accessibility of macrophages is massively increased after LPS treatment. Similar programs may also contribute to the chronically elevated inflammatory state in aging. Therefore, it is important to understand how macrophages are epigenetically and functionally altered during aging. To address the age-associated differences in the transcriptome and chromatin landscape of macrophages, we have performed RNA-seq and ATAC-seq of tissue-resident macrophages in the presence or absence of LPS. Our results revealed that age effect in macrophages seems cell type-specific with the strongest effect in microglia. The majority of age-dependent TF footprints in macrophages showed reduced TF occupancy, but with either reduced or increased chromatin accessibility. We are investigating the functional relevance of the candidate TFs identified in our analysis. Our data highlight the tissue-specificity of aging features that occur in resident macrophages in vivo.
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Abstract
The complex signaling dynamics of transcription factors can encode both qualitative and quantitative information about the extracellular environment, which increases the information transfer capacity and potentially supports accurate cellular decision-making. An important question is how these signaling dynamics patterns are translated into functionally appropriate gene regulation programs. To address this question for transcription factors of the nuclear factor κB (NF-κB) family, we profiled the single-cell dynamics of two major NF-κB subunits, RelA and c-Rel, induced by a panel of pathogen-derived stimuli in immune and nonimmune cellular contexts. Diverse NF-κB-activating ligands produced different patterns of RelA and c-Rel signaling dynamic features, such as variations in duration or time-integrated activity. Analysis of nascent transcripts delineated putative direct targets of NF-κB as compared to genes controlled by other transcriptional and posttranscriptional mechanisms and showed that the transcription of more than half of the induced genes was tightly linked to specific dynamic features of NF-κB signaling. Fibroblast and macrophage cell lines shared a cluster of such "NF-κB dynamics-decoding" genes, as well as cell type-specific decoding genes. Dissecting the subunit specificity of dynamics-decoding genes suggested that target genes were most often linked to both RelA and c-Rel or to RelA alone. Thus, our analysis reveals the cell type-specific interpretation of pathogenic information through the signaling dynamics of NF-κB.
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Affiliation(s)
- Erik W Martin
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Alicja Pacholewska
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Heta Patel
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Himanshu Dashora
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA.
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Affiliation(s)
- Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD, United States
- *Correspondence: Myong-Hee Sung
| | - Sergi Regot
- Department of Molecular Biology and Genetics, Johns Hopkins University, Baltimore, MD, United States
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Martin EW, Chakraborty S, Presman DM, Tomassoni Ardori F, Oh KS, Kaileh M, Tessarollo L, Sung MH. Assaying Homodimers of NF-κB in Live Single Cells. Front Immunol 2019; 10:2609. [PMID: 31787981 PMCID: PMC6853996 DOI: 10.3389/fimmu.2019.02609] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 10/21/2019] [Indexed: 11/25/2022] Open
Abstract
NF-κB is a family of heterodimers and homodimers which are generated from subunits encoded by five genes. The predominant classical dimer RelA:p50 is presumed to operate as “NF-κB” in many contexts. However, there are several other dimer species which exist and may even be more functionally relevant in specific cell types. Accurate characterization of stimulus-specific and tissue-specific dimer repertoires is fundamentally important for understanding the downstream gene regulation by NF-κB proteins. In vitro assays such as immunoprecipitation have been widely used to analyze subunit composition, but these methods do not provide information about dimerization status within the natural intracellular environment of intact live cells. Here we apply a live single cell microscopy technique termed Number and Brightness to examine dimers translocating to the nucleus in fibroblasts after pro-inflammatory stimulation. This quantitative assay suggests that RelA:RelA homodimers are more prevalent than might be expected. We also found that the relative proportion of RelA:RelA homodimers can be perturbed by small molecule inhibitors known to disrupt the NF-κB pathway. Our findings show that Number and Brightness is a useful method for investigating NF-κB dimer species in live cells. This approach may help identify the relevant targets in pathophysiological contexts where the dimer specificity of NF-κB intervention is desired.
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Affiliation(s)
- Erik W Martin
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD, United States
| | - Sayantan Chakraborty
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD, United States
| | - Diego M Presman
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - Francesco Tomassoni Ardori
- Mouse Cancer Genetics Program, National Cancer Institute, National Institutes of Health, Frederick, MD, United States
| | - Kyu-Seon Oh
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD, United States
| | - Mary Kaileh
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD, United States
| | - Lino Tessarollo
- Mouse Cancer Genetics Program, National Cancer Institute, National Institutes of Health, Frederick, MD, United States
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD, United States
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12
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Abstract
Aim: Long noncoding RNAs (lncRNAs) have been reported to influence multiple gene regulatory processes. Technological advances in RNA-seq platforms allow detection of low-abundance RNA species such as lncRNAs. This study examined the relationship between expression of lncRNAs and their putative partner mRNAs. Methods: We analyzed total RNA-seq data from mouse macrophages under various inflammatory and intervention conditions. Results: The macrophage expression of lncRNAs is strongly regulated by an inflammatory stimulus. Moreover, the expression of a majority of lncRNAs was correlated or anti-correlated with the partner mRNA(s), across the different treatment conditions. This relationship was maintained even in cells from a distinct genotype. Conclusion: These results suggest a previously unappreciated tight coupling of lncRNA and mRNA expression during macrophage responses to various microenvironmental perturbations.
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Affiliation(s)
- Alicja Pacholewska
- Laboratory of Molecular Biology & Immunology, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
| | - Myong-Hee Sung
- Laboratory of Molecular Biology & Immunology, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA
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Abstract
Background As the cost of high-throughput sequencing technologies decreases, genome-wide chromatin accessibility profiling methods such as the assay of transposase-accessible chromatin using sequencing (ATAC-seq) are employed widely, with data accumulating at an unprecedented rate. However, accurate inference of protein occupancy requires higher-resolution footprinting analysis where major hurdles exist, including the sequence bias of nucleases and the short-lived chromatin binding of many transcription factors (TFs) with consequent lack of footprints. Results Here we introduce an assay termed cross-link (XL)-DNase-seq, designed to capture chromatin interactions of dynamic TFs. Mild cross-linking improved the detection of DNase-based footprints of dynamic TFs but interfered with ATAC-based footprinting of the same TFs. Conclusions XL-DNase-seq may help extract novel gene regulatory circuits involving previously undetectable TFs. The DNase-seq and ATAC-seq data generated in our systematic comparison of various cross-linking conditions also represent an unprecedented-scale resource derived from activated mouse macrophage-like cells which share many features of inflammatory macrophages. Electronic supplementary material The online version of this article (10.1186/s13072-019-0277-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kyu-Seon Oh
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Jisu Ha
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, 41 Library Drive, Bethesda, MD, 20892, USA
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA.
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Oh KS, Ha J, Baek S, Sung MH. XL-DNase-seq: Improved footprinting of dynamic transcription factors. The Journal of Immunology 2019. [DOI: 10.4049/jimmunol.202.supp.125.17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
As the cost of high-throughput sequencing technologies decreases, genome-wide chromatin accessibility profiling methods such as the assay of transposase-accessible chromatin using sequencing (ATAC-seq) are employed widely, with data accumulating at an unprecedented rate. However, accurate inference of protein occupancy requires higher resolution footprinting analysis where major hurdles exist, including the sequence bias of nucleases and the short-lived chromatin binding of many transcription factors (TFs) with consequent lack of footprints. Here we introduce an assay termed crosslink (XL)-DNase-seq, designed to capture chromatin interactions of dynamic TFs. Mild crosslinking improved the detection of DNase-based footprints of dynamic TFs but interfered with ATAC-based footprinting of the same TFs. XL-DNase-seq may help extract novel gene regulatory circuits involving previously undetectable TFs. The DNase-seq and ATAC-seq data generated in our systematic comparison of various crosslinking conditions also represent an unprecedented-scale resource derived from activated mouse macrophage-like cells which share many features of inflammatory macrophages.
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15
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Martin EW, Sung MH. Challenges of Decoding Transcription Factor Dynamics in Terms of Gene Regulation. Cells 2018; 7:cells7090132. [PMID: 30205475 PMCID: PMC6162420 DOI: 10.3390/cells7090132] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Revised: 09/01/2018] [Accepted: 09/03/2018] [Indexed: 01/20/2023] Open
Abstract
Technological advances are continually improving our ability to obtain more accurate views about the inner workings of biological systems. One such rapidly evolving area is single cell biology, and in particular gene expression and its regulation by transcription factors in response to intrinsic and extrinsic factors. Regarding the study of transcription factors, we discuss some of the promises and pitfalls associated with investigating how individual cells regulate gene expression through modulation of transcription factor activities. Specifically, we discuss four leading experimental approaches, the data that can be obtained from each, and important considerations that investigators should be aware of when drawing conclusions from such data.
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Affiliation(s)
- Erik W Martin
- Transcription Systems Dynamics and Biology Unit, Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA.
| | - Myong-Hee Sung
- Transcription Systems Dynamics and Biology Unit, Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA.
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16
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Oh KS, Gottschalk RA, Lounsbury NW, Sun J, Dorrington MG, Baek S, Sun G, Wang Z, Krauss KS, Milner JD, Dutta B, Hager GL, Sung MH, Fraser IDC. Dual Roles for Ikaros in Regulation of Macrophage Chromatin State and Inflammatory Gene Expression. J Immunol 2018; 201:757-771. [PMID: 29898962 DOI: 10.4049/jimmunol.1800158] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Accepted: 05/15/2018] [Indexed: 12/19/2022]
Abstract
Macrophage activation by bacterial LPS leads to induction of a complex inflammatory gene program dependent on numerous transcription factor families. The transcription factor Ikaros has been shown to play a critical role in lymphoid cell development and differentiation; however, its function in myeloid cells and innate immune responses is less appreciated. Using comprehensive genomic analysis of Ikaros-dependent transcription, DNA binding, and chromatin accessibility, we describe unexpected dual repressor and activator functions for Ikaros in the LPS response of murine macrophages. Consistent with the described function of Ikaros as transcriptional repressor, Ikzf1-/- macrophages showed enhanced induction for select responses. In contrast, we observed a dramatic defect in expression of many delayed LPS response genes, and chromatin immunoprecipitation sequencing analyses support a key role for Ikaros in sustained NF-κB chromatin binding. Decreased Ikaros expression in Ikzf1+/- mice and human cells dampens these Ikaros-enhanced inflammatory responses, highlighting the importance of quantitative control of Ikaros protein level for its activator function. In the absence of Ikaros, a constitutively open chromatin state was coincident with dysregulation of LPS-induced chromatin remodeling, gene expression, and cytokine responses. Together, our data suggest a central role for Ikaros in coordinating the complex macrophage transcriptional program in response to pathogen challenge.
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Affiliation(s)
- Kyu-Seon Oh
- Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892.,Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224
| | - Rachel A Gottschalk
- Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892
| | - Nicolas W Lounsbury
- Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892
| | - Jing Sun
- Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892
| | - Michael G Dorrington
- Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892; and
| | - Guangping Sun
- Laboratory of Allergic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892
| | - Ze Wang
- Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892
| | - Kathleen S Krauss
- Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892
| | - Joshua D Milner
- Laboratory of Allergic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892
| | - Bhaskar Dutta
- Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892
| | - Gordon L Hager
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892; and
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224
| | - Iain D C Fraser
- Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892;
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17
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Chen G, Subedi K, Chakraborty S, Sharov A, Lu J, Kim J, Mi X, Wersto R, Sung MH, Weng NP. Ezh2 Regulates Activation-Induced CD8 + T Cell Cycle Progression via Repressing Cdkn2a and Cdkn1c Expression. Front Immunol 2018; 9:549. [PMID: 29632530 PMCID: PMC5879148 DOI: 10.3389/fimmu.2018.00549] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Accepted: 03/05/2018] [Indexed: 12/22/2022] Open
Abstract
Transition from resting to cell cycle in response to antigenic stimulation is an essential step for naïve CD8+ T cells to differentiate to effector and memory cells. Leaving the resting state requires dramatic changes of chromatin status in the key cell cycle inhibitors but the details of these concerted events are not fully elucidated. Here, we showed that Ezh2, an enzymatic component of polycomb repressive complex 2 (PRC2) catalyzing the trimethylation of lysine 27 on histone 3 (H3K27me3), regulates activation induced naïve CD8+ T cells proliferation and apoptosis. Upon deletion of Ezh2 during thymocyte development (Ezh2fl/flCd4Cre+ mice), naive CD8+ T cells displayed impaired proliferation and increased apoptosis in response to antigen stimulation. However, naive CD8+ T cells only had impaired proliferation but no increase in apoptosis when Ezh2 was deleted after activation (Ezh2fl/flGzmBCre+ mice), suggesting cell cycle and apoptosis are temporally separable events controlled by Ezh2. We then showed that deletion of Ezh2 resulted in the increase in expression of cyclin-dependent kinase inhibitors Cdkn2a (p16 and Arf) and Cdkn1c (p57) in activated naïve CD8+ T cells as the consequence of reduced levels of H3K27me3 at these two gene loci. Finally, with real time imaging, we observed prolonged cell division times of naïve CD8+ T cells in the absence of Ezh2 post in vitro stimulation. Together, these findings reveal that repression of Cdkn1c and Cdkn2a by Ezh2 plays a critical role in execution of activation-induced CD8+ T cell proliferation.
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Affiliation(s)
- Guobing Chen
- Lymphocyte Differentiation Section, Laboratory of Molecular Biology and Immunology, National Institute on Aging (NIH), Baltimore, MD, United States
| | - Kalpana Subedi
- Lymphocyte Differentiation Section, Laboratory of Molecular Biology and Immunology, National Institute on Aging (NIH), Baltimore, MD, United States
| | - Sayantan Chakraborty
- Transcription Systems Dynamics and Biology Unit, Laboratory of Molecular Biology and Immunology, National Institute on Aging (NIH), Baltimore, MD, United States
| | - Alexie Sharov
- Laboratory of Genetics and Genomics, National Institute on Aging (NIH), Baltimore, MD, United States
| | - Jian Lu
- Lymphocyte Differentiation Section, Laboratory of Molecular Biology and Immunology, National Institute on Aging (NIH), Baltimore, MD, United States
| | - Jaekwan Kim
- Lymphocyte Differentiation Section, Laboratory of Molecular Biology and Immunology, National Institute on Aging (NIH), Baltimore, MD, United States
| | - Xiaofan Mi
- Lymphocyte Differentiation Section, Laboratory of Molecular Biology and Immunology, National Institute on Aging (NIH), Baltimore, MD, United States
| | - Robert Wersto
- Flow Cytometry Unit, National Institute on Aging (NIH), Baltimore, MD, United States
| | - Myong-Hee Sung
- Transcription Systems Dynamics and Biology Unit, Laboratory of Molecular Biology and Immunology, National Institute on Aging (NIH), Baltimore, MD, United States
| | - Nan-Ping Weng
- Lymphocyte Differentiation Section, Laboratory of Molecular Biology and Immunology, National Institute on Aging (NIH), Baltimore, MD, United States
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18
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Goldstein I, Paakinaho V, Baek S, Sung MH, Hager GL. Synergistic gene expression during the acute phase response is characterized by transcription factor assisted loading. Nat Commun 2017; 8:1849. [PMID: 29185442 PMCID: PMC5707366 DOI: 10.1038/s41467-017-02055-5] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 11/03/2017] [Indexed: 12/18/2022] Open
Abstract
The cytokines interleukin 1β and 6 (IL-1β, IL-6) mediate the acute phase response (APR). In liver, they regulate the secretion of acute phase proteins. Using RNA-seq in primary hepatocytes, we show that these cytokines regulate transcription in a bifurcated manner, leading to both synergistic and antagonistic gene expression. By mapping changes in enhancer landscape and transcription factor occupancy (using ChIP-seq), we show that synergistic gene induction is achieved by assisted loading of STAT3 on chromatin by NF-κB. With IL-6 treatment alone, STAT3 does not efficiently bind 20% of its coordinated binding sites. In the presence of IL-1β, NF-κB is activated, binds a subset of enhancers and primes their activity, as evidenced by increasing H3K27ac. This facilitates STAT3 binding and synergistic gene expression. Our findings reveal an enhancer-specific crosstalk whereby NF-κB enables STAT3 binding at some enhancers while perturbing it at others. This model reconciles seemingly contradictory reports of NF-κB-STAT3 crosstalk. The cytokines IL-1β and IL-6 mediate the systemic acute phase response (APR). Here, the authors provide evidence that these cytokines lead to both synergistic and antagonistic gene expression during APR; synergistic induction occurs by assisted loading of STAT3 on chromatin by NF-κB.
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Affiliation(s)
- Ido Goldstein
- Laboratory of Receptor Biology and Gene Expression, CCR, NCI, NIH, Bethesda, MD, 20892, USA.
| | - Ville Paakinaho
- Laboratory of Receptor Biology and Gene Expression, CCR, NCI, NIH, Bethesda, MD, 20892, USA
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, CCR, NCI, NIH, Bethesda, MD, 20892, USA
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, NIA, NIH, Baltimore, MD, 21224, USA
| | - Gordon L Hager
- Laboratory of Receptor Biology and Gene Expression, CCR, NCI, NIH, Bethesda, MD, 20892, USA.
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19
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Portuguez AS, Schwartz M, Siersbaek R, Nielsen R, Sung MH, Mandrup S, Kaplan T, Hakim O. Hierarchical role for transcription factors and chromatin structure in genome organization along adipogenesis. FEBS J 2017; 284:3230-3244. [PMID: 28755519 PMCID: PMC5626622 DOI: 10.1111/febs.14183] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Revised: 06/24/2017] [Accepted: 07/25/2017] [Indexed: 12/24/2022]
Abstract
The three dimensional folding of mammalian genomes is cell type specific and difficult to alter suggesting that it is an important component of gene regulation. However, given the multitude of chromatin-associating factors, the mechanisms driving the colocalization of active chromosomal domains and the role of this organization in regulating the transcription program in adipocytes are not clear. Analysis of genome-wide chromosomal associations revealed cell type-specific spatial clustering of adipogenic genes in 3T3-L1 cells. Time course analysis demonstrated that the adipogenic 'hub', sampled by PPARγ and Lpin1, undergoes orchestrated reorganization during adipogenesis. Coupling the dynamics of genome architecture with multiple chromatin datasets indicated that among all the transcription factors (TFs) tested, RXR is central to genome reorganization at the beginning of adipogenesis. Interestingly, at the end of differentiation, the adipogenic hub was shifted to an H3K27me3-repressive environment in conjunction with attenuation of gene transcription. We propose a stage-specific hierarchy for the activity of TFs contributing to the establishment of an adipogenic genome architecture that brings together the adipogenic genetic program. In addition, the repositioning of this network in a H3K27me3-rich environment at the end of differentiation may contribute to the stabilization of gene transcription levels and reduce the developmental plasticity of these specialized cells. DATABASE All sequence data reported in this paper have been deposited at GEO (http://www.ncbi.nlm.nih.gov/geo/) (GSE92475).
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Affiliation(s)
- Avital Sarusi Portuguez
- The Mina and Everard Goodman Faculty of Life Sciences, Bar Ilan University, Ramat Gan 5290002, Israel
| | - Michal Schwartz
- The Mina and Everard Goodman Faculty of Life Sciences, Bar Ilan University, Ramat Gan 5290002, Israel
| | - Rasmus Siersbaek
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230, Odense M, Denmark
| | - Ronni Nielsen
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230, Odense M, Denmark
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, NIA, National Institutes of Health, Baltimore, MD 21224, USA
| | - Susanne Mandrup
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230, Odense M, Denmark
| | - Tommy Kaplan
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem, 91904, Israel
| | - Ofir Hakim
- The Mina and Everard Goodman Faculty of Life Sciences, Bar Ilan University, Ramat Gan 5290002, Israel
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20
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Kim S, Varticovski L, Lao Q, Baek S, Nickerson ML, Sung MH, Grontved L, Bethtrice T, Theodorescu D, Agarwal PK, Dean M, Hager G. Abstract 3352: Genome-wide enhancer identify signature predictive of metastatic phenotypes in bladder cancers. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-3352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
In urothelial bladder cancer accurate identification of grade and stage is critical for optimal treatment to achieve robust disease control and long-term survival. However, among the initially superficial tumors, which are non-invasive and highly treatable, 20 to 25 % recur, progress to invasive tumors, and metastasize during the patients’ lifetime. Thus, the challenge is to provide risk stratification during the initial diagnosis in order to identify those patients who are unlikely to progress while offering radical therapy to those who are at risk. To address this issue, the field has heavily focused on the discovery of few mutations in potential driver genes. However, recent findings indicate that deregulation of enhancers can play a major role in cancer progression. In this study, we employed DNase-Seq to detect enhancer activities genome-wide in 16 bladder cancer cell lines (BLCs) that included three lineages (T24, UMUC3, 253J lineages) with different tumorigenic and metastatic potentials, and thus represent models of cancer progression and metastasis development. We analyzed the gain and loss of enhancer activity in each BLC lineages as well as in metastatic cell lines relative to non-metastatic cell lines. Our analysis in the T24 lineage revealed a striking feature, a dramatic loss of intronic and distal DHSs (DNase I Hypersensitive sites), during the initial transition to tumorigenic type. During metastatic progression, new enhancer classes emerged and there was an enrichment for association with target organ-specific genes. The analysis of differential DHSs between metastatic and non-metastatic BLCs identified an enhancer signature enriched with lost DHSs in metastatic BLCs where nearby genes were associated with cellular movement/invasion functions. Lost DHSs were also present near key factors such as PPARG, RXRA, FOXA1, TP63, and GATA3, which play a role in urothelial development and differentiation, and the transcription activity of those genes were correlated with the change of enhancer activity. This study identified a set of DHSs that are associated with cancer progression in bladder cancer, and provides a potential clinical application for developing prognostic markers to predict the risk of developing aggressive disease.
Citation Format: Sohyoung Kim, Lyuba Varticovski, Qizong Lao, Songjoon Baek, Michael L. Nickerson, Myong-Hee Sung, Lars Grontved, Thompson Bethtrice, Dan Theodorescu, Piyush K. Agarwal, Michael Dean, Gordon Hager. Genome-wide enhancer identify signature predictive of metastatic phenotypes in bladder cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 3352. doi:10.1158/1538-7445.AM2017-3352
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21
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Goldstein I, Baek S, Sung MH, Hager GL. Abstract 5510: Pro inflammatory cytokines induce synergistic gene expression by assisted loading of STAT3 at a subset of primed enhancers. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-5510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
During inflammation, the liver responds to pro-inflammatory signals by producing and secreting acute phase reactants (APR) involved in the inflammatory process. The notable increase in the level of these proteins is due to transcriptional induction that is jointly mediated by the pro-inflammatory cytokines IL-1β, TNFα and IL-6. Although critical to restoring homeostasis during infection or trauma, the hepatic response to these cytokines can be deleterious in pathologies involving chronic inflammation such as cancer.
We set out to decipher how pro-inflammatory cytokines cooperate to elicit a transcriptional response in hepatocytes. We examined the transcriptome of primary mouse hepatocytes treated with different combinations of cytokines and found several gene expression patterns showing a complex cross-talk between cytokine signaling pathways. Specifically, we found that a dual treatment of IL-1β and IL-6 results in a synergistic expression of 164 genes, many of which are APR genes. TNFα had an effect similar to IL-1β, albeit weaker. A sequential rather than a combined treatment attenuated the synergistic effect, suggesting direct cooperation between the two cytokines in inducing transcription (as opposed to a cascade of transcription). Assaying enhancer activity by H3K27ac ChIP-seq revealed the dynamic nature of cytokine-responsive enhancers, with hundreds of enhancers changing their activity level following either treatment. Importantly, enhancers becoming more active upon dual IL-1/IL-6 treatment were enriched with binding sequences for STAT3, CEBP, AP1 and NFkB. Because IL-6 is the major pro-inflammatory cytokine and its transcriptional effects are mediated by the STAT3 transcription factor (TF), we assayed STAT3 binding patterns by ChIP-seq. As expected, STAT3 binding was elevated following IL-6 treatment genome-wide. Surprisingly, in 351 enhancers, STAT3 binding was markedly increased in the dual treatment compared to IL-6 treatment alone, suggesting a supporting role for IL-1β in assisting STAT3 loading at a subset of enhancers. This sub-population of enhancers had lower motif scores compared to unassisted STAT3 binding sites, indicating optimal STAT3 binding at these enhancers might require some facilitation by other factors. Accordingly, these enhancers were less active at the untreated state, but increased in activity following IL-1β treatment, an effect we termed ‘IL-1β priming’.
Our results are consistent with a scenario whereby IL-1β-activated TFs (C/EBPβ, AP1 and/or NFκB) assist STAT3 loading by binding a subset of enhancers, activating them thereby augmenting STAT3 binding. This unexplored mechanism of transcriptional regulation by cytokines may be targeted to alleviate the deleterious effects of pro-tumorigenic inflammatory programs.
Citation Format: Ido Goldstein, Songjoon Baek, Myong-Hee Sung, Gordon L. Hager. Pro inflammatory cytokines induce synergistic gene expression by assisted loading of STAT3 at a subset of primed enhancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 5510. doi:10.1158/1538-7445.AM2017-5510
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22
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Abstract
Nuclear bodies contribute to non-random organization of the human genome and nuclear function. Using a major prototypical nuclear body, the Cajal body, as an example, we suggest that these structures assemble at specific gene loci located across the genome as a result of high transcriptional activity. Subsequently, target genes are physically clustered in close proximity in Cajal body-containing cells. However, Cajal bodies are observed in only a limited number of human cell types, including neuronal and cancer cells. Ultimately, Cajal body depletion perturbs splicing kinetics by reducing target small nuclear RNA (snRNA) transcription and limiting the levels of spliceosomal snRNPs, including their modification and turnover following each round of RNA splicing. As such, Cajal bodies are capable of shaping the chromatin interaction landscape and the transcriptome by influencing spliceosome kinetics. Future studies should concentrate on characterizing the direct influence of Cajal bodies upon snRNA gene transcriptional dynamics. Also see the video abstract here.
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Affiliation(s)
- Iain A Sawyer
- Department of Cell Biology, Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA.,Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - David Sturgill
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Myong-Hee Sung
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Gordon L Hager
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Miroslav Dundr
- Department of Cell Biology, Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
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23
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Wang Q, Sawyer IA, Sung MH, Sturgill D, Shevtsov SP, Pegoraro G, Hakim O, Baek S, Hager GL, Dundr M. Cajal bodies are linked to genome conformation. Nat Commun 2016; 7:10966. [PMID: 26997247 PMCID: PMC4802181 DOI: 10.1038/ncomms10966] [Citation(s) in RCA: 106] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Accepted: 02/07/2016] [Indexed: 12/12/2022] Open
Abstract
The mechanisms underlying nuclear body (NB) formation and their contribution to genome function are unknown. Here we examined the non-random positioning of Cajal bodies (CBs), major NBs involved in spliceosomal snRNP assembly and their role in genome organization. CBs are predominantly located at the periphery of chromosome territories at a multi-chromosome interface. Genome-wide chromosome conformation capture analysis (4C-seq) using CB-interacting loci revealed that CB-associated regions are enriched with highly expressed histone genes and U small nuclear or nucleolar RNA (sn/snoRNA) loci that form intra- and inter-chromosomal clusters. In particular, we observed a number of CB-dependent gene-positioning events on chromosome 1. RNAi-mediated disassembly of CBs disrupts the CB-targeting gene clusters and suppresses the expression of U sn/snoRNA and histone genes. This loss of spliceosomal snRNP production results in increased splicing noise, even in CB-distal regions. Therefore, we conclude that CBs contribute to genome organization with global effects on gene expression and RNA splicing fidelity. Nuclear bodies can nucleate at sites of active transcription and are beneficial for efficient gene expression. Here, the authors show that Cajal bodies, a prominent type of nuclear body, contribute to genome organization with global effects on gene expression and RNA splicing fidelity.
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Affiliation(s)
- Qiuyan Wang
- Department of Cell Biology, Rosalind Franklin University of Medicine and Science, Chicago Medical School, North Chicago, 60064 Ilinois, USA.,Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, 20892 Maryland, USA
| | - Iain A Sawyer
- Department of Cell Biology, Rosalind Franklin University of Medicine and Science, Chicago Medical School, North Chicago, 60064 Ilinois, USA.,Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, 20892 Maryland, USA
| | - Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, 20892 Maryland, USA
| | - David Sturgill
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, 20892 Maryland, USA
| | - Sergey P Shevtsov
- Department of Cell Biology, Rosalind Franklin University of Medicine and Science, Chicago Medical School, North Chicago, 60064 Ilinois, USA
| | - Gianluca Pegoraro
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, 20892 Maryland, USA.,High-Throughput Imaging Facility (HiTIF), Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, 20892 Maryland, USA
| | - Ofir Hakim
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, 20892 Maryland, USA
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, 20892 Maryland, USA
| | - Gordon L Hager
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, 20892 Maryland, USA
| | - Miroslav Dundr
- Department of Cell Biology, Rosalind Franklin University of Medicine and Science, Chicago Medical School, North Chicago, 60064 Ilinois, USA
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24
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Abstract
High-throughput sequencing technologies have made it possible for biologists to generate genome-wide profiles of chromatin features at the nucleotide resolution. Enzymes such as nucleases or transposes have been instrumental as a chromatin-probing agent due to their ability to target accessible chromatin for cleavage or insertion. On the scale of a few hundred base pairs, preferential action of the nuclear enzymes on accessible chromatin allows mapping of cell state-specific accessibility in vivo. Such accessible regions contain functionally important regulatory sites, including promoters and enhancers, which undergo active remodeling for cells adapting in a dynamic environment. DNase-seq and the more recent ATAC-seq are two assays that are gaining popularity. Deep sequencing of DNA libraries from these assays, termed genomic footprinting, has been proposed to enable the comprehensive construction of protein occupancy profiles over the genome at the nucleotide level. Recent studies have discovered limitations of genomic footprinting which reduce the scope of detectable proteins. In addition, the identification of putative factors that bind to the observed footprints remains challenging. Despite these caveats, the methodology still presents significant advantages over alternative techniques such as ChIP-seq or FAIRE-seq. Here we describe computational approaches and tools for analysis of chromatin accessibility and genomic footprinting. Proper experimental design and assay-specific data analysis ensure the detection sensitivity and maximize retrievable information. The enzyme-based chromatin profiling approaches represent a powerful and evolving methodology which facilitates our understanding of how the genome is regulated.
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Affiliation(s)
- Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, 41 Library Drive, Bethesda, MD, 20892, USA
| | - Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, 41 Library Drive, Bethesda, MD, 20892, USA. .,Laboratory of Molecular Biology and Immunology, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD, 21224, USA.
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25
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Li N, Sun J, Benet ZL, Wang Z, Al-Khodor S, John SP, Lin B, Sung MH, Fraser IDC. Development of a cell system for siRNA screening of pathogen responses in human and mouse macrophages. Sci Rep 2015; 5:9559. [PMID: 25831078 PMCID: PMC4894436 DOI: 10.1038/srep09559] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Accepted: 03/04/2015] [Indexed: 11/09/2022] Open
Abstract
Macrophages play a critical role in the innate immune response to pathogen infection, but few tools exist for systematic dissection of these responses using modern genome-wide perturbation methods. To develop an assay platform for high-throughput analysis of macrophage activation by pathogenic stimuli, we generated reporter systems in human and mouse macrophages with dynamic readouts for NF-κB and/or TNF-α responses. These reporter cells show responsiveness to a broad range of TLR ligands and to gram-negative bacterial infection. There are significant challenges to the use of RNAi in innate immune cells, including efficient small RNA delivery and non-specific immune responses to dsRNA. To permit the interrogation of the macrophage pathogen response pathways with RNAi, we employed the stably expressed reporter genes to develop efficient siRNA delivery protocols for maximal target gene silencing with minimal activation of the innate macrophage response to nucleic acids. We demonstrate the utility of these macrophage cell systems for siRNA screening of pathogen responses by targeting components of the human and mouse TLR pathways, and observe species-specific perturbation of signaling and cytokine responses. Our approach to reporter cell development and siRNA delivery optimization provides an experimental paradigm with significant potential for developing genetic screening platforms in mammalian cells.
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Affiliation(s)
- Ning Li
- Signaling Systems Unit, Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jing Sun
- Signaling Systems Unit, Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Zachary L Benet
- Signaling Systems Unit, Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Ze Wang
- Lymphocyte Biology Section, Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Souhaila Al-Khodor
- Signaling Systems Unit, Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Sinu P John
- Signaling Systems Unit, Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Bin Lin
- Signaling Systems Unit, Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Iain D C Fraser
- Signaling Systems Unit, Laboratory of Systems Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
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Athwal RK, Walkiewicz MP, Baek S, Fu S, Bui M, Camps J, Ried T, Sung MH, Dalal Y. CENP-A nucleosomes localize to transcription factor hotspots and subtelomeric sites in human cancer cells. Epigenetics Chromatin 2015; 8:2. [PMID: 25788983 PMCID: PMC4363203 DOI: 10.1186/1756-8935-8-2] [Citation(s) in RCA: 96] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Accepted: 12/01/2014] [Indexed: 12/21/2022] Open
Abstract
Background The histone H3 variant CENP-A is normally tightly regulated to ensure only one centromere exists per chromosome. Native CENP-A is often found overexpressed in human cancer cells and a range of human tumors. Consequently, CENP-A misregulation is thought to contribute to genome instability in human cancers. However, the consequences of such overexpression have not been directly elucidated in human cancer cells. Results To investigate native CENP-A overexpression, we sought to uncover CENP-A-associated defects in human cells. We confirm that CENP-A is innately overexpressed in several colorectal cancer cell lines. In such cells, we report that a subset of structurally distinct CENP-A-containing nucleosomes associate with canonical histone H3, and with the transcription-coupled chaperones ATRX and DAXX. Furthermore, such hybrid CENP-A nucleosomes localize to DNase I hypersensitive and transcription factor binding sites, including at promoters of genes across the human genome. A distinct class of CENP-A hotspots also accumulates at subtelomeric chromosomal locations, including at the 8q24/Myc region long-associated with genomic instability. We show this 8q24 accumulation of CENP-A can also be seen in early stage primary colorectal tumors. Conclusions Our data demonstrate that excess CENP-A accumulates at noncentromeric locations in the human cancer genome. These findings suggest that ectopic CENP-A nucleosomes could alter the state of the chromatin fiber, potentially impacting gene regulation and chromosome fragility. Electronic supplementary material The online version of this article (doi:10.1186/1756-8935-8-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Rajbir K Athwal
- Chromatin Structure and Epigenetics Mechanisms Unit, Center for Cancer Research, National Cancer Institute National Institutes of Health, 41 Center Drive, Bethesda, MD 20892 USA ; Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute National Institutes of Health, 41 Center Drive, Bethesda, MD 20892 USA
| | - Marcin P Walkiewicz
- Chromatin Structure and Epigenetics Mechanisms Unit, Center for Cancer Research, National Cancer Institute National Institutes of Health, 41 Center Drive, Bethesda, MD 20892 USA ; Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute National Institutes of Health, 41 Center Drive, Bethesda, MD 20892 USA
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute National Institutes of Health, 41 Center Drive, Bethesda, MD 20892 USA
| | - Song Fu
- Chromatin Structure and Epigenetics Mechanisms Unit, Center for Cancer Research, National Cancer Institute National Institutes of Health, 41 Center Drive, Bethesda, MD 20892 USA ; Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute National Institutes of Health, 41 Center Drive, Bethesda, MD 20892 USA
| | - Minh Bui
- Chromatin Structure and Epigenetics Mechanisms Unit, Center for Cancer Research, National Cancer Institute National Institutes of Health, 41 Center Drive, Bethesda, MD 20892 USA ; Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute National Institutes of Health, 41 Center Drive, Bethesda, MD 20892 USA
| | - Jordi Camps
- Genetics Branch, Center for Cancer Research, National Cancer Institute National Institutes of Health, 50 South Drive, Bethesda, MD 20892 USA
| | - Thomas Ried
- Genetics Branch, Center for Cancer Research, National Cancer Institute National Institutes of Health, 50 South Drive, Bethesda, MD 20892 USA
| | - Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute National Institutes of Health, 41 Center Drive, Bethesda, MD 20892 USA
| | - Yamini Dalal
- Chromatin Structure and Epigenetics Mechanisms Unit, Center for Cancer Research, National Cancer Institute National Institutes of Health, 41 Center Drive, Bethesda, MD 20892 USA
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Morris SA, Baek S, Sung MH, John S, Wiench M, Johnson TA, Schiltz RL, Hager GL. Erratum: Corrigendum: Overlapping chromatin-remodeling systems collaborate genome wide at dynamic chromatin transitions. Nat Struct Mol Biol 2014. [DOI: 10.1038/nsmb1214-1106b] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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28
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Hsiung CCS, Morrissey CS, Udugama M, Frank CL, Keller CA, Baek S, Giardine B, Crawford GE, Sung MH, Hardison RC, Blobel GA. Genome accessibility is widely preserved and locally modulated during mitosis. Genome Res 2014; 25:213-25. [PMID: 25373146 PMCID: PMC4315295 DOI: 10.1101/gr.180646.114] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Mitosis entails global alterations to chromosome structure and nuclear architecture, concomitant with transient silencing of transcription. How cells transmit transcriptional states through mitosis remains incompletely understood. While many nuclear factors dissociate from mitotic chromosomes, the observation that certain nuclear factors and chromatin features remain associated with individual loci during mitosis originated the hypothesis that such mitotically retained molecular signatures could provide transcriptional memory through mitosis. To understand the role of chromatin structure in mitotic memory, we performed the first genome-wide comparison of DNase I sensitivity of chromatin in mitosis and interphase, using a murine erythroblast model. Despite chromosome condensation during mitosis visible by microscopy, the landscape of chromatin accessibility at the macromolecular level is largely unaltered. However, mitotic chromatin accessibility is locally dynamic, with individual loci maintaining none, some, or all of their interphase accessibility. Mitotic reduction in accessibility occurs primarily within narrow, highly DNase hypersensitive sites that frequently coincide with transcription factor binding sites, whereas broader domains of moderate accessibility tend to be more stable. In mitosis, proximal promoters generally maintain their accessibility more strongly, whereas distal regulatory elements tend to lose accessibility. Large domains of DNA hypomethylation mark a subset of promoters that retain accessibility during mitosis and across many cell types in interphase. Erythroid transcription factor GATA1 exerts site-specific changes in interphase accessibility that are most pronounced at distal regulatory elements, but has little influence on mitotic accessibility. We conclude that features of open chromatin are remarkably stable through mitosis, but are modulated at the level of individual genes and regulatory elements.
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Affiliation(s)
- Chris C-S Hsiung
- Division of Hematology, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA; Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Christapher S Morrissey
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Maheshi Udugama
- Division of Hematology, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA
| | - Christopher L Frank
- Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina 27708, USA
| | - Cheryl A Keller
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Belinda Giardine
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Gregory E Crawford
- Center for Genomic and Computational Biology, Duke University, Durham, North Carolina 27708, USA; Department of Pediatrics, Division of Medical Genetics, Duke University, Durham, North Carolina 27708, USA
| | - Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Ross C Hardison
- Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Gerd A Blobel
- Division of Hematology, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA;
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Sung MH, Guertin MJ, Baek S, Hager GL. DNase footprint signatures are dictated by factor dynamics and DNA sequence. Mol Cell 2014; 56:275-285. [PMID: 25242143 DOI: 10.1016/j.molcel.2014.08.016] [Citation(s) in RCA: 141] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2014] [Revised: 05/05/2014] [Accepted: 08/15/2014] [Indexed: 12/13/2022]
Abstract
Genomic footprinting has emerged as an unbiased discovery method for transcription factor (TF) occupancy at cognate DNA in vivo. A basic premise of footprinting is that sequence-specific TF-DNA interactions are associated with localized resistance to nucleases, leaving observable signatures of cleavage within accessible chromatin. This phenomenon is interpreted to imply protection of the critical nucleotides by the stably bound protein factor. However, this model conflicts with previous reports of many TFs exchanging with specific binding sites in living cells on a timescale of seconds. We show that TFs with short DNA residence times have no footprints at bound motif elements. Moreover, the nuclease cleavage profile within a footprint originates from the DNA sequence in the factor-binding site, rather than from the protein occupying specific nucleotides. These findings suggest a revised understanding of TF footprinting and reveal limitations in comprehensive reconstruction of the TF regulatory network using this approach.
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Affiliation(s)
- Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, NIH, Building 41, 41 Library Drive, Bethesda, MD 20892, USA
| | - Michael J Guertin
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, NIH, Building 41, 41 Library Drive, Bethesda, MD 20892, USA
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, NIH, Building 41, 41 Library Drive, Bethesda, MD 20892, USA
| | - Gordon L Hager
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, NIH, Building 41, 41 Library Drive, Bethesda, MD 20892, USA.
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Khurana S, Kruhlak MJ, Kim J, Tran AD, Liu J, Nyswaner K, Shi L, Jailwala P, Sung MH, Hakim O, Oberdoerffer P. A macrohistone variant links dynamic chromatin compaction to BRCA1-dependent genome maintenance. Cell Rep 2014; 8:1049-62. [PMID: 25131201 PMCID: PMC4154351 DOI: 10.1016/j.celrep.2014.07.024] [Citation(s) in RCA: 164] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2013] [Revised: 04/28/2014] [Accepted: 07/16/2014] [Indexed: 02/07/2023] Open
Abstract
Appropriate DNA double-strand break (DSB) repair factor choice is essential for ensuring accurate repair outcome and genomic integrity. The factors that regulate this process remain poorly understood. Here, we identify two repressive chromatin components, the macrohistone variant macroH2A1 and the H3K9 methyltransferase and tumor suppressor PRDM2, which together direct the choice between the antagonistic DSB repair mediators BRCA1 and 53BP1. The macroH2A1/PRDM2 module mediates an unexpected shift from accessible to condensed chromatin that requires the ataxia telangiectasia mutated (ATM)-dependent accumulation of both proteins at DSBs in order to promote DSB-flanking H3K9 dimethylation. Remarkably, loss of macroH2A1 or PRDM2, as well as experimentally induced chromatin decondensation, impairs the retention of BRCA1, but not 53BP1, at DSBs. As a result, mac-roH2A1 and/or PRDM2 depletion causes epistatic defects in DSB end resection, homology-directed repair, and the resistance to poly(ADP-ribose) polymerase (PARP) inhibition—all hallmarks of BRCA1-deficient tumors. Together, these findings identify dynamic, DSB-associated chromatin reorganization as a critical modulator of BRCA1-dependent genome maintenance.
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Affiliation(s)
- Simran Khurana
- Laboratory of Receptor Biology and Gene Expression, NCI/NIH, Bethesda, MD 20892, USA
| | | | - Jeongkyu Kim
- Laboratory of Receptor Biology and Gene Expression, NCI/NIH, Bethesda, MD 20892, USA
| | - Andy D Tran
- Laboratory of Receptor Biology and Gene Expression, NCI/NIH, Bethesda, MD 20892, USA
| | - Jinping Liu
- Laboratory of Receptor Biology and Gene Expression, NCI/NIH, Bethesda, MD 20892, USA
| | | | - Lei Shi
- Department of Biochemistry and Molecular Biology, Tianjin Medical University, Tianjin 300070, China
| | - Parthav Jailwala
- Advanced Biomedical Computing Center, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 21702, USA
| | - Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, NCI/NIH, Bethesda, MD 20892, USA
| | - Ofir Hakim
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat Gan 5290002, Israel
| | - Philipp Oberdoerffer
- Laboratory of Receptor Biology and Gene Expression, NCI/NIH, Bethesda, MD 20892, USA.
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31
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Siersbæk R, Baek S, Rabiee A, Nielsen R, Traynor S, Clark N, Sandelin A, Jensen ON, Sung MH, Hager GL, Mandrup S. Molecular architecture of transcription factor hotspots in early adipogenesis. Cell Rep 2014; 7:1434-1442. [PMID: 24857666 PMCID: PMC6360525 DOI: 10.1016/j.celrep.2014.04.043] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2013] [Revised: 04/02/2014] [Accepted: 04/18/2014] [Indexed: 11/19/2022] Open
Abstract
Transcription factors have recently been shown to colocalize in hotspot regions of the genome, which are further clustered into super-enhancers. However, the detailed molecular organization of transcription factors at hotspot regions is poorly defined. Here, we have used digital genomic footprinting to precisely define factor localization at a genome-wide level during the early phase of 3T3-L1 adipocyte differentiation, which allows us to obtain detailed molecular insight into how transcription factors target hotspots. We demonstrate the formation of ATF-C/EBP heterodimers at a composite motif on chromatin, and we suggest that this may be a general mechanism for integrating external signals on chromatin. Furthermore, we find evidence of extensive recruitment of transcription factors to hotspots through alternative mechanisms not involving their known motifs and demonstrate that these alternative binding events are functionally important for hotspot formation and activity. Taken together, these findings provide a framework for understanding transcription factor cooperativity in hotspots.
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Affiliation(s)
- Rasmus Siersbæk
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230 Odense M, Denmark
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Atefeh Rabiee
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230 Odense M, Denmark
| | - Ronni Nielsen
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230 Odense M, Denmark
| | - Sofie Traynor
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230 Odense M, Denmark
| | - Nicholas Clark
- The Bioinformatics Centre, Department of Biology & Biotech Research and Innovation Centre, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Albin Sandelin
- The Bioinformatics Centre, Department of Biology & Biotech Research and Innovation Centre, University of Copenhagen, 2200 Copenhagen N, Denmark
| | - Ole N Jensen
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230 Odense M, Denmark
| | - Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Gordon L Hager
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Susanne Mandrup
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, 5230 Odense M, Denmark.
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32
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Kieffer-Kwon KR, Tang Z, Mathe E, Qian J, Sung MH, Li G, Resch W, Baek S, Pruett N, Grøntved L, Vian L, Nelson S, Zare H, Hakim O, Reyon D, Yamane A, Nakahashi H, Kovalchuk AL, Zou J, Joung JK, Sartorelli V, Wei CL, Ruan X, Hager GL, Ruan Y, Casellas R. Interactome maps of mouse gene regulatory domains reveal basic principles of transcriptional regulation. Cell 2014; 155:1507-20. [PMID: 24360274 DOI: 10.1016/j.cell.2013.11.039] [Citation(s) in RCA: 221] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2013] [Revised: 11/01/2013] [Accepted: 11/25/2013] [Indexed: 12/31/2022]
Abstract
A key finding of the ENCODE project is that the enhancer landscape of mammalian cells undergoes marked alterations during ontogeny. However, the nature and extent of these changes are unclear. As part of the NIH Mouse Regulome Project, we here combined DNaseI hypersensitivity, ChIP-seq, and ChIA-PET technologies to map the promoter-enhancer interactomes of pluripotent ES cells and differentiated B lymphocytes. We confirm that enhancer usage varies widely across tissues. Unexpectedly, we find that this feature extends to broadly transcribed genes, including Myc and Pim1 cell-cycle regulators, which associate with an entirely different set of enhancers in ES and B cells. By means of high-resolution CpG methylomes, genome editing, and digital footprinting, we show that these enhancers recruit lineage-determining factors. Furthermore, we demonstrate that the turning on and off of enhancers during development correlates with promoter activity. We propose that organisms rely on a dynamic enhancer landscape to control basic cellular functions in a tissue-specific manner.
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Affiliation(s)
| | - Zhonghui Tang
- The Jackson Laboratory for Genomic Medicine, and Department of Genetic and Development Biology, University of Connecticut, 400 Farmington, CT 06030, USA
| | - Ewy Mathe
- Genomics and Immunity, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jason Qian
- Genomics and Immunity, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA
| | - Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, NCI, National Institutes of Health, Bethesda, MD 20892, USA
| | - Guoliang Li
- The Jackson Laboratory for Genomic Medicine, and Department of Genetic and Development Biology, University of Connecticut, 400 Farmington, CT 06030, USA
| | - Wolfgang Resch
- Genomics and Immunity, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, NCI, National Institutes of Health, Bethesda, MD 20892, USA
| | - Nathanael Pruett
- Genomics and Immunity, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA
| | - Lars Grøntved
- Laboratory of Receptor Biology and Gene Expression, NCI, National Institutes of Health, Bethesda, MD 20892, USA
| | - Laura Vian
- Genomics and Immunity, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA
| | - Steevenson Nelson
- Genomics and Immunity, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA
| | - Hossein Zare
- Laboratory of Muscle Stem Cells and Gene Regulation, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA
| | - Ofir Hakim
- Bar-Ilan University, Ramat-Gan 5290002, Israel
| | - Deepak Reyon
- Molecular Pathology Unit, Center for Computational and Integrative Biology, and Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA 02129, USA; Department of Pathology, Harvard Medical School, Boston, MA 02115 USA
| | - Arito Yamane
- Genomics and Immunity, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA
| | - Hirotaka Nakahashi
- Genomics and Immunity, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA
| | - Alexander L Kovalchuk
- Laboratory of Immunogenetics, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD 20852, USA
| | - Jizhong Zou
- Laboratory of Stem Cell Biology, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA
| | - J Keith Joung
- Molecular Pathology Unit, Center for Computational and Integrative Biology, and Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA 02129, USA; Department of Pathology, Harvard Medical School, Boston, MA 02115 USA
| | - Vittorio Sartorelli
- Laboratory of Muscle Stem Cells and Gene Regulation, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA
| | - Chia-Lin Wei
- DOE Joint Genome Institute, 2800 Mitchell Drive, Walnut Creek, CA 94598, USA
| | - Xiaoan Ruan
- The Jackson Laboratory for Genomic Medicine, and Department of Genetic and Development Biology, University of Connecticut, 400 Farmington, CT 06030, USA
| | - Gordon L Hager
- Laboratory of Receptor Biology and Gene Expression, NCI, National Institutes of Health, Bethesda, MD 20892, USA
| | - Yijun Ruan
- The Jackson Laboratory for Genomic Medicine, and Department of Genetic and Development Biology, University of Connecticut, 400 Farmington, CT 06030, USA
| | - Rafael Casellas
- Genomics and Immunity, NIAMS, National Institutes of Health, Bethesda, MD 20892, USA; Center of Cancer Research, NCI, National Institutes of Health, Bethesda, MD 20892, USA.
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Sung MH, Li N, Lao Q, Gottschalk RA, Hager GL, Fraser IDC. Switching of the relative dominance between feedback mechanisms in lipopolysaccharide-induced NF-κB signaling. Sci Signal 2014; 7:ra6. [PMID: 24425788 DOI: 10.1126/scisignal.2004764] [Citation(s) in RCA: 91] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
A fundamental goal in biology is to gain a quantitative understanding of how appropriate cell responses are achieved amid conflicting signals that work in parallel. Through live, single-cell imaging, we monitored both the dynamics of nuclear factor κB (NF-κB) signaling and inflammatory cytokine transcription in macrophages exposed to the bacterial product lipopolysaccharide (LPS). Our analysis revealed a previously uncharacterized positive feedback loop involving induction of the expression of Rela, which encodes the RelA (p65) NF-κB subunit. This positive feedback loop rewired the regulatory network when cells were exposed to LPS above a distinct concentration. Paradoxically, this rewiring of NF-κB signaling in macrophages (a myeloid cell type) required the transcription factor Ikaros, which promotes the development of lymphoid cells. Mathematical modeling and experimental validation showed that the RelA positive feedback overcame existing negative feedback loops and enabled cells to discriminate between different concentrations of LPS to mount an effective innate immune response only at higher concentrations. We suggest that this switching in the relative dominance of feedback loops ("feedback dominance switching") may be a general mechanism in immune cells to integrate opposing feedback on a key transcriptional regulator and to set a response threshold for the host.
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Affiliation(s)
- Myong-Hee Sung
- 1Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
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Morris SA, Baek S, Sung MH, John S, Wiench M, Johnson TA, Schiltz RL, Hager GL. Overlapping chromatin-remodeling systems collaborate genome wide at dynamic chromatin transitions. Nat Struct Mol Biol 2013; 21:73-81. [PMID: 24317492 PMCID: PMC3947387 DOI: 10.1038/nsmb.2718] [Citation(s) in RCA: 114] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2013] [Accepted: 10/17/2013] [Indexed: 12/24/2022]
Abstract
ATP-dependent chromatin remodeling is an essential process required for the dynamic organization of chromatin structure. Here we describe the genome-wide location and activity of three remodeler proteins with diverse physiological functions in the mouse genome: Brg1, Chd4, and Snf2h. The localization patterns of all three proteins significantly overlap with one another and with regions of accessible chromatin. Furthermore, using inducible mutant variants, we demonstrate that the catalytic activity of these proteins contributes to the remodeling of chromatin genome-wide, and that each of these remodelers can independently regulate chromatin reorganization at distinct sites. Many regions require the activity of more than one remodeler to regulate accessibility. These findings provide a dynamic view of chromatin organization, and highlight the differential contributions of remodelers to chromatin maintenance in higher eukaryotes.
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Affiliation(s)
- Stephanie A Morris
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Sam John
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Malgorzata Wiench
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Thomas A Johnson
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - R Louis Schiltz
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Gordon L Hager
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
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Miranda TB, Voss TC, Sung MH, Baek S, John S, Hawkins M, Grøntved L, Schiltz RL, Hager GL. Reprogramming the chromatin landscape: interplay of the estrogen and glucocorticoid receptors at the genomic level. Cancer Res 2013; 73:5130-9. [PMID: 23803465 DOI: 10.1158/0008-5472.can-13-0742] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Cross-talk between estrogen receptors (ER) and glucocorticoid receptors (GR) has been shown to contribute to the development and progression of breast cancer. Importantly, the ER and GR status in breast cancer cells is a significant factor in determining the outcome of the disease. However, mechanistic details defining the cellular interactions between ER and GR are poorly understood. We investigated genome-wide binding profiles for ER and GR upon coactivation and characterized the status of the chromatin landscape. We describe a novel mechanism dictating the molecular interplay between ER and GR. Upon induction, GR modulates access of ER to specific sites in the genome by reorganization of the chromatin configuration for these elements. Binding to these newly accessible sites occurs either by direct recognition of ER response elements or indirectly through interactions with other factors. The unveiling of this mechanism is important for understanding cellular interactions between ER and GR and may represent a general mechanism for cross-talk between nuclear receptors in human disease.
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Affiliation(s)
- Tina B Miranda
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, NIH, Bethesda, MD 20892, USA
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Sung MH. A checklist for successful quantitative live cell imaging in systems biology. Cells 2013; 2:284-93. [PMID: 24709701 PMCID: PMC3972678 DOI: 10.3390/cells2020284] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2013] [Revised: 04/03/2013] [Accepted: 04/15/2013] [Indexed: 01/22/2023] Open
Abstract
Mathematical modeling of signaling and gene regulatory networks has provided unique insights about systems behaviors for many cell biological problems of medical importance. Quantitative single cell monitoring has a crucial role in advancing systems modeling of molecular networks. However, due to the multidisciplinary techniques that are necessary for adaptation of such systems biology approaches, dissemination to a wide research community has been relatively slow. In this essay, I focus on some technical aspects that are often under-appreciated, yet critical in harnessing live cell imaging methods to achieve single-cell-level understanding and quantitative modeling of molecular networks. The importance of these technical considerations will be elaborated with examples of successes and shortcomings. Future efforts will benefit by avoiding some pitfalls and by utilizing the lessons collectively learned from recent applications of imaging in systems biology.
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Affiliation(s)
- Myong-Hee Sung
- National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA.
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Miranda TB, Voss TC, Sung MH, Baek S, John S, Hawkins M, Grontved L, Schiltz RL, Hager GL. Abstract 1075: Steroid receptor reprogramming of the chromatin landscape: crosstalk at the genomic level. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-1075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Crosstalk between the estrogen receptor (ER) and the glucocorticoid receptor (GR) plays an important role in controlling many cellular processes. Physiological interactions between ER and GR are not only important for the development of certain tissues, such as the uterus and bone, but also may play an important role in breast cancer. Recent studies have shown that the GR and ER status in breast cancer is a significant factor for determining the outcome of the disease. However, the mechanistic details defining the cellular interactions between ER and GR are poorly understood. Since the regulation of receptor binding to response elements controls the transcriptional output in response to hormones, it is logical to suspect that co-treatment of cells with corticosteroids and estradiol would have an effect on the genome-wide binding landscapes for GR and ER. Therefore, using chromatin immunoprecipitation followed by high-throughput sequencing we investigated the changes in genome-wide binding of ER and GR upon co-activation and revealed that there is global re-arrangement of steroid receptor binding. Furthermore, we unveiled a novel mechanism dictating the molecular interplay between ER and GR. Genome-wide sequencing of DnaseI hypersensitive sites upon induction of GR shows that GR facilitates selective access of ER to specific sites in the genome by maintaining an accessible configuration at these response elements. In addition, activation of ER can affect chromatin structure at novel GR binding sites, resulting in a new class of GR binding elements. Further studies show that at the sites where ER binding is facilitated by GR, binding to these newly accessible sites is not dependent on the direct binding of ER to its response element. Instead ER is brought to these sites through interactions with other factors, such as AP1. Overall, these studies define genome level interactions between ER and GR whereby the activation of multiple steroid receptors has a dramatic impact on controlling which regulatory elements are accessible to each receptor. The unveiling of this mechanism is important for understanding the molecular interplay between ER and GR in development and in cancer and may represent a general mechanism for crosstalk between receptors.
Citation Format: Tina B. Miranda, Ty C. Voss, Myong-Hee Sung, Songjoon Baek, Sam John, Mary Hawkins, Lars Grontved, R. Louis Schiltz, Gordon L. Hager. Steroid receptor reprogramming of the chromatin landscape: crosstalk at the genomic level. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 1075. doi:10.1158/1538-7445.AM2013-1075
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Hakim O, Sung MH, Nakayamada S, Voss TC, Baek S, Hager GL. Spatial congregation of STAT binding directs selective nuclear architecture during T-cell functional differentiation. Genome Res 2012; 23:462-72. [PMID: 23212947 PMCID: PMC3589535 DOI: 10.1101/gr.147652.112] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Higher-order genome organization shows tissue-specific patterns. However, functional relevance and the mechanisms shaping the genome architecture are poorly understood. Here we report a profound shift from promiscuous to highly selective genome organization that accompanies the effector lineage choice of differentiating T cells. As multipotent naive cells receive antigenic signals and commit to a T helper (Th) pathway, the genome-wide contacts of a lineage-specific cytokine locus are preferentially enriched for functionally relevant genes. Despite the establishment of divergent interactomes and global reprogramming of transcription in Th1 versus Th2, the overall expression status of the contact genes is surprisingly similar between the two lineages. Importantly, during differentiation, the genomic contacts are retained and strengthened precisely at DNA binding sites of the specific lineage-determining STAT transcription factor. In cells from the specific STAT knock-out mouse, the signature cytokine locus is unable to shed the promiscuous contacts established in the naive T cells, indicating the importance of genomic STAT binding. Altogether, the global aggregation of STAT binding loci from genic and nongenic regions highlights a new role for differentiation-promoting transcription factors in direct specification of higher-order nuclear architecture through interacting with regulatory regions. Such subnuclear environments have significant implications for efficient functioning of the mature effector lymphocytes.
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Affiliation(s)
- Ofir Hakim
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA.
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39
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Sung MH, Hager GL. Nonlinear dependencies of biochemical reactions for context-specific signaling dynamics. Sci Rep 2012; 2:616. [PMID: 22943002 PMCID: PMC3431543 DOI: 10.1038/srep00616] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2012] [Accepted: 08/14/2012] [Indexed: 02/05/2023] Open
Abstract
Mathematical modeling can provide unique insights and predictions about a signaling pathway. Parameter variations allow identification of key reactions that govern signaling features such as the response time that may have a direct impact on the functional outcome. The effect of varying one parameter, however, may depend on values of another. To address the issue, we performed multi-parameter variations of an experimentally validated mathematical model of NF-κB regulatory network, and analyzed the inter-relationships of the parameters in shaping key dynamic features. We find that nonlinear dependencies are ubiquitous among parameters. Such phenomena may underlie the emergence of cell type-specific behaviors from essentially the same molecular network. Our results from a multivariate ensemble of models highlight the hypothesis that cell type specificity in signaling phenotype can arise from quantitatively altered strength of reactions in the pathway, in the absence of tissue-specific factors that re-wire the network for a new topology.
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Affiliation(s)
- Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health , Bethesda, MD 20892, USA.
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40
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Abstract
The kinesin motor protein KIF4 performs essential functions in mitosis. Like other mitotic kinesins, loss of KIF4 causes spindle defects, aneuploidy, genomic instability and ultimately tumor formation. However, KIF4 is unique among molecular motors in that it resides in the cell nucleus throughout interphase, suggesting a non-mitotic function as well. Here we identify a novel cellular function for a molecular motor protein by demonstrating that KIF4 acts as a modulator of large-scale chromatin architecture during interphase. KIF4 binds globally to chromatin and its absence leads to chromatin decondensation and loss of heterochromatin domains. KIF4-dependent chromatin decondensation has functional consequences by causing replication defects and global mis-regulation of gene expression programs. KIF4 exerts its function in chromatin architecture via regulation of ADP-ribosylation of core and linker histones and by physical interaction and recruitment of chromatin assembly proteins during S-phase. These observations document a novel function for a molecular motor protein in establishment and maintenance of higher order chromatin structure.
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Affiliation(s)
- Manjari Mazumdar
- Medical Sciences Program, School of Medicine, Indiana University, Bloomington, IN, USA.
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41
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Biddie SC, John S, Sabo PJ, Thurman RE, Johnson TA, Schiltz RL, Miranda TB, Sung MH, Trump S, Lightman SL, Vinson C, Stamatoyannopoulos JA, Hager GL. Transcription factor AP1 potentiates chromatin accessibility and glucocorticoid receptor binding. Mol Cell 2011; 43:145-55. [PMID: 21726817 DOI: 10.1016/j.molcel.2011.06.016] [Citation(s) in RCA: 345] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2010] [Revised: 04/02/2011] [Accepted: 06/17/2011] [Indexed: 01/02/2023]
Abstract
Ligand-dependent transcription by the nuclear receptor glucocorticoid receptor (GR) is mediated by interactions with coregulators. The role of these interactions in determining selective binding of GR to regulatory elements remains unclear. Recent findings indicate that a large fraction of genomic GR binding coincides with chromatin that is accessible prior to hormone treatment, suggesting that receptor binding is dictated by proteins that maintain chromatin in an open state. Combining DNaseI accessibility and chromatin immunoprecipitation with high-throughput sequencing, we identify the activator protein 1 (AP1) as a major partner for productive GR-chromatin interactions. AP1 is critical for GR-regulated transcription and recruitment to co-occupied regulatory elements, illustrating an extensive AP1-GR interaction network. Importantly, the maintenance of baseline chromatin accessibility facilitates GR recruitment and is dependent on AP1 binding. We propose a model in which the basal occupancy of transcription factors acts to prime chromatin and direct inducible transcription factors to select regions in the genome.
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Affiliation(s)
- Simon C Biddie
- Laboratory of Receptor Biology and Gene Expression, B602, Building 41, 41 Library Drive, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
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Voss TC, Schiltz RL, Sung MH, Yen PM, Stamatoyannopoulos JA, Biddie SC, Johnson TA, Miranda TB, John S, Hager GL. Dynamic exchange at regulatory elements during chromatin remodeling underlies assisted loading mechanism. Cell 2011; 146:544-54. [PMID: 21835447 DOI: 10.1016/j.cell.2011.07.006] [Citation(s) in RCA: 243] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2010] [Revised: 04/12/2011] [Accepted: 07/07/2011] [Indexed: 10/17/2022]
Abstract
The glucocorticoid receptor (GR), like other eukaryotic transcription factors, regulates gene expression by interacting with chromatinized DNA response elements. Photobleaching experiments in living cells indicate that receptors transiently interact with DNA on the time scale of seconds and predict that the response elements may be sparsely occupied on average. Here, we show that the binding of one receptor at the glucocorticoid response element (GRE) does not reduce the steady-state binding of another receptor variant to the same GRE. Mathematical simulations reproduce this noncompetitive state using short GR/GRE residency times and relatively long times between DNA binding events. At many genomic sites where GR binding causes increased chromatin accessibility, concurrent steady-state binding levels for the variant receptor are actually increased, a phenomenon termed assisted loading. Temporally sparse transcription factor-DNA interactions induce local chromatin reorganization, resulting in transient access for binding of secondary regulatory factors.
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Affiliation(s)
- Ty C Voss
- Laboratory of Receptor Biology and Gene Expression, Building 41, B602, 41 Library Drive, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
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Wiench M, John S, Baek S, Johnson TA, Sung MH, Escobar T, Simmons CA, Pearce KH, Biddie SC, Sabo PJ, Thurman RE, Stamatoyannopoulos JA, Hager GL. DNA methylation status predicts cell type-specific enhancer activity. EMBO J 2011; 30:3028-39. [PMID: 21701563 DOI: 10.1038/emboj.2011.210] [Citation(s) in RCA: 173] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2010] [Accepted: 05/20/2011] [Indexed: 11/09/2022] Open
Abstract
Cell-selective glucocorticoid receptor (GR) binding to distal regulatory elements is associated with cell type-specific regions of locally accessible chromatin. These regions can either pre-exist in chromatin (pre-programmed) or be induced by the receptor (de novo). Mechanisms that create and maintain these sites are not well understood. We observe a global enrichment of CpG density for pre-programmed elements, and implicate their demethylated state in the maintenance of open chromatin in a tissue-specific manner. In contrast, sites that are actively opened by GR (de novo) are characterized by low CpG density, and form a unique class of enhancers devoid of suppressive effect of agglomerated methyl-cytosines. Furthermore, treatment with glucocorticoids induces rapid changes in methylation levels at selected CpGs within de novo sites. Finally, we identify GR-binding elements with CpGs at critical positions, and show that methylation can affect GR-DNA interactions in vitro. The findings present a unique link between tissue-specific chromatin accessibility, DNA methylation and transcription factor binding and show that DNA methylation can be an integral component of gene regulation by nuclear receptors.
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Affiliation(s)
- Malgorzata Wiench
- Center for Cancer Research, Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, NIH, Bethesda, MD, USA
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Hakim O, Sung MH, Voss TC, Splinter E, John S, Sabo PJ, Thurman RE, Stamatoyannopoulos JA, de Laat W, Hager GL. Diverse gene reprogramming events occur in the same spatial clusters of distal regulatory elements. Genome Res 2011; 21:697-706. [PMID: 21471403 DOI: 10.1101/gr.111153.110] [Citation(s) in RCA: 114] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The spatial organization of genes in the interphase nucleus plays an important role in establishment and regulation of gene expression. Contradicting results have been reported to date, with little consensus about the dynamics of nuclear organization and the features of the contact loci. In this study, we investigated the properties and dynamics of genomic loci that are in contact with glucocorticoid receptor (GR)-responsive loci. We took a systematic approach, combining genome-wide interaction profiling by the chromosome conformation capture on chip (4C) technology with expression, protein occupancy, and chromatin accessibility profiles. This approach allowed a comprehensive analysis of how distinct features of the linear genome are organized in the three-dimensional nuclear space in the context of rapid gene regulation. We found that the transcriptional response to GR occurs without dramatic nuclear reorganization. Moreover, contrary to the view of transcription-driven organization, even genes with opposite transcriptional responses colocalize. Regions contacting GR-regulated genes are not particularly enriched for GR-regulated loci or for any functional group of genes, suggesting that these subnuclear environments are not organized to respond to a specific factor. The contact regions are, however, highly enriched for DNase I-hypersensitive sites that comprehensively mark cell-type-specific regulatory sites. These findings indicate that the nucleus is pre-organized in a conformation allowing rapid transcriptional reprogramming, and this organization is significantly correlated with cell-type-specific chromatin sites accessible to regulatory factors. Numerous open chromatin loci may be arranged in nuclear domains that are poised to respond to diverse signals in general and to permit efficient gene regulation.
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Affiliation(s)
- Ofir Hakim
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892-5055, USA
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Abstract
Much of the experimental data used to construct mathematical models of molecular networks are derived from in vitro measurements. However, there is increasing evidence that in vitro measurements fail to capture both the complexity and the individuality found in single, living cells. These limitations can be overcome by live cell microscopy which is evolving to enable in vivo biochemistry. Here, we survey the current capabilities of live cell microscopy and illustrate how a number of different imaging approaches could be applied to analyze a specific molecular network. We argue that incorporation of such quantitative live-cell imaging methods is critical for the progress of systems biology.
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John S, Sabo PJ, Thurman RE, Sung MH, Biddie SC, Johnson TA, Hager GL, Stamatoyannopoulos JA. Chromatin accessibility pre-determines glucocorticoid receptor binding patterns. Nat Genet 2011; 43:264-8. [PMID: 21258342 PMCID: PMC6386452 DOI: 10.1038/ng.759] [Citation(s) in RCA: 691] [Impact Index Per Article: 53.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2010] [Accepted: 12/29/2010] [Indexed: 12/25/2022]
Abstract
Development, differentiation, and response to environmental stimuli are
characterized by sequential changes in cellular state initiated by the
de novo binding of regulated transcriptional factors to
their cognate genomic sites 1,2,3.
The mechanism whereby a given regulatory factor selects a limited number of
in vivo targets from myriads of potential genomic binding
sites is undetermined. Here we show that up to 95% of induced de
novo genomic binding by the glucocorticoid receptor4, a paradigmatic ligand-activated transcription
factor, is targeted to pre-existing foci of accessible chromatin. Factor binding
invariably potentiates chromatin accessibility. Cell-selective glucocortocoid
receptor genomic occupancy patterns appear to be comprehensively pre-determined
by cell-specific differences in baseline chromatin accessibility patterns, with
secondary contributions from local sequence features. The results define a novel
framework for understanding regulatory factor-genome interactions, and provide a
molecular basis for the tissue-selectivity of steroid pharmaceuticals and other
agents that intersect the living genome.
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Affiliation(s)
- Sam John
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
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Abstract
Recent technologies have allowed high-resolution genome-wide binding profiles of numerous transcription factors and other proteins. A widespread observation has emerged from studies in diverse mammalian systems: most binding events are located at great distances from gene promoters. It is becoming apparent that the traditional one-dimensional view of gene regulation via the proximal cis regulatory elements is over-simplified. True proximity and functional relevance can be revealed by studying the three-dimensional structure of the genome packaged inside the nucleus. Thus the spatial architecture of the genome has attracted a lot of interest and has intensified its significance in modern cell biology. Here we discuss current methods, concepts, and controversies in this rapidly evolving field.
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Affiliation(s)
- Ofir Hakim
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
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Sung MH, Salvatore L, De Lorenzi R, Indrawan A, Pasparakis M, Hager GL, Bianchi ME, Agresti A. Sustained oscillations of NF-kappaB produce distinct genome scanning and gene expression profiles. PLoS One 2009; 4:e7163. [PMID: 19787057 PMCID: PMC2747007 DOI: 10.1371/journal.pone.0007163] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2009] [Accepted: 08/26/2009] [Indexed: 11/18/2022] Open
Abstract
NF-kappaB is a prototypic stress-responsive transcription factor that acts within a complex regulatory network. The signaling dynamics of endogenous NF-kappaB in single cells remain poorly understood. To examine real time dynamics in living cells, we monitored NF-kappaB activities at multiple timescales using GFP-p65 knock-in mouse embryonic fibroblasts. Oscillations in NF-kappaB were sustained in most cells, with several cycles of transient nuclear translocation after TNF-alpha stimulation. Mathematical modeling suggests that NF-kappaB oscillations are selected over other non-oscillatory dynamics by fine-tuning the relative strengths of feedback loops like IkappaBalpha. The ability of NF-kappaB to scan and interact with the genome in vivo remained remarkably constant from early to late cycles, as observed by fluorescence recovery after photobleaching (FRAP). Perturbation of long-term NF-kappaB oscillations interfered with its short-term interaction with chromatin and balanced transcriptional output, as predicted by the mathematical model. We propose that negative feedback loops do not simply terminate signaling, but rather promote oscillations of NF-kappaB in the nucleus, and these oscillations are functionally advantageous.
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Affiliation(s)
- Myong-Hee Sung
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
- * E-mail: Myong-Hee Sung, (MHS); (AA)
| | - Luigi Salvatore
- Chromatin Dynamics Unit, DIBIT, San Raffaele Scientific Institute, Milan, Italy
| | | | - Anindya Indrawan
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | | | - Gordon L. Hager
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Marco E. Bianchi
- Chromatin Dynamics Unit, DIBIT, San Raffaele Scientific Institute, Milan, Italy
| | - Alessandra Agresti
- Chromatin Dynamics Unit, DIBIT, San Raffaele Scientific Institute, Milan, Italy
- * E-mail: Myong-Hee Sung, (MHS); (AA)
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John S, Johnson TA, Sung MH, Biddie SC, Trump S, Koch-Paiz CA, Davis SR, Walker R, Meltzer PS, Hager GL. Kinetic complexity of the global response to glucocorticoid receptor action. Endocrinology 2009; 150:1766-74. [PMID: 19131569 PMCID: PMC2659280 DOI: 10.1210/en.2008-0863] [Citation(s) in RCA: 84] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
We have characterized the kinetic response of gene targets throughout the murine genome to transcriptional modulation by the glucocorticoid receptor (GR). In contrast to a model in which multiple genes are either repressed or activated during the GR response, the vast majority of responsive genes are subject to complex regulation profiles, frequently with alternate activation and repression phases. We also observe that GR binding at response elements does not always correlate with the target gene response profile. Thus, the cellular response to GR stimulation involves a highly orchestrated series of regulatory actions and not simply a binary response to hormone.
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Affiliation(s)
- Sam John
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892-5055, USA
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