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Whitaker JW, Nguyen TT, Zhu Y, Wildberg A, Wang W. Computational schemes for the prediction and annotation of enhancers from epigenomic assays. Methods 2015; 72:86-94. [PMID: 25461775 PMCID: PMC4778972 DOI: 10.1016/j.ymeth.2014.10.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Revised: 09/14/2014] [Accepted: 10/08/2014] [Indexed: 12/31/2022] Open
Abstract
Identifying and annotating distal regulatory enhancers is critical to understand the mechanisms that control gene expression and cell-type-specific activities. Next-generation sequencing techniques have provided us an exciting toolkit of genome-wide assays that can be used to predict and annotate enhancers. However, each assay comes with its own specific set of analytical needs if enhancer prediction is to be optimal. Furthermore, integration of multiple genome-wide assays allows for different genomic features to be combined, and can improve predictive performance. Herein, we review the genome-wide assays and analysis schemes that are used to predict and annotate enhancers. In particular, we focus on three key computational topics: predicting enhancer locations, determining the cell-type-specific activity of enhancers, and linking enhancers to their target genes.
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Affiliation(s)
- John W Whitaker
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA 92093-0359, United States; Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093-0359, United States
| | - Tung T Nguyen
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA 92093-0359, United States; Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093-0359, United States
| | - Yun Zhu
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA 92093-0359, United States; Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093-0359, United States
| | - Andre Wildberg
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA 92093-0359, United States; Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093-0359, United States
| | - Wei Wang
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA 92093-0359, United States; Department of Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA 92093-0359, United States.
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203
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Abstract
Activation-induced cytidine deaminase (AID) initiates class switch recombination (CSR) and somatic hypermutation (SHM) by deaminating cytosine residues in immunoglobulin genes (Igh, Igκ, and Igλ). At a lower frequency, AID also causes collateral DNA damage at non-Ig loci, including genes that are rearranged or mutated in B-cell lymphoma. Precisely how AID is recruited to these off-target sites is not entirely understood. To gain further insight into how AID selects its targets, we compared AID-mediated translocations in two different cell types, B cells and mouse embryonic fibroblasts (MEFs). AID targets a distinct set of hotspots in the two cell types. In both cases, hotspots are concentrated in highly transcribed but stalled genes. However, transcription alone is insufficient to recruit AID activity. Comparison of genes similarly transcribed in B cells and MEFs but targeted in only one of the two cell types reveals a common set of epigenetic features associated with AID recruitment in both cells. AID target genes are enriched in chromatin modifications associated with active enhancers (such as H3K27Ac) and marks of active transcription (such as H3K36me3) in both fibroblasts and B cells, indicating that these features are universal mediators of AID recruitment.
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204
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Bharadwaj R, Peter CJ, Jiang Y, Roussos P, Vogel-Ciernia A, Shen EY, Mitchell AC, Mao W, Whittle C, Dincer A, Jakovcevski M, Pothula V, Rasmussen TP, Giakoumaki SG, Bitsios P, Sherif A, Gardner PD, Ernst P, Ghose S, Sklar P, Haroutunian V, Tamminga C, Myers RH, Futai K, Wood MA, Akbarian S. Conserved higher-order chromatin regulates NMDA receptor gene expression and cognition. Neuron 2014; 84:997-1008. [PMID: 25467983 PMCID: PMC4258154 DOI: 10.1016/j.neuron.2014.10.032] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/14/2014] [Indexed: 12/17/2022]
Abstract
Three-dimensional chromosomal conformations regulate transcription by moving enhancers and regulatory elements into spatial proximity with target genes. Here we describe activity-regulated long-range loopings bypassing up to 0.5 Mb of linear genome to modulate NMDA glutamate receptor GRIN2B expression in human and mouse prefrontal cortex. Distal intronic and 3' intergenic loop formations competed with repressor elements to access promoter-proximal sequences, and facilitated expression via a "cargo" of AP-1 and NRF-1 transcription factors and TALE-based transcriptional activators. Neuronal deletion or overexpression of Kmt2a/Mll1 H3K4- and Kmt1e/Setdb1 H3K9-methyltransferase was associated with higher-order chromatin changes at distal regulatory Grin2b sequences and impairments in working memory. Genetic polymorphisms and isogenic deletions of loop-bound sequences conferred liability for cognitive performance and decreased GRIN2B expression. Dynamic regulation of chromosomal conformations emerges as a novel layer for transcriptional mechanisms impacting neuronal signaling and cognition.
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Affiliation(s)
- Rahul Bharadwaj
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Cyril J Peter
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Yan Jiang
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Panos Roussos
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Institute for Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; James J. Peters Veterans Affairs Medical Center, Bronx, New York, NY 10468, USA
| | - Annie Vogel-Ciernia
- Department of Neurobiology and Behavior, University of California at Irvine, Irvine, CA 92697, USA
| | - Erica Y Shen
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Amanda C Mitchell
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Wenjie Mao
- Brudnick Neuropsychiatric Research Institute, University of Massachusetts Medical School, Worcester, MA 01604, USA
| | - Catheryne Whittle
- Brudnick Neuropsychiatric Research Institute, University of Massachusetts Medical School, Worcester, MA 01604, USA
| | - Aslihan Dincer
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | | | - Venu Pothula
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Theodore P Rasmussen
- Department of Pharmaceutical Sciences and U.Conn Stem Cell Institute, University of Connecticut, Storrs, CT 06269, USA
| | - Stella G Giakoumaki
- Department of Psychiatry, University of Crete, 71003 Iraklion, Greece; Department of Psychology, University of Crete, 71003 Iraklion, Greece
| | - Panos Bitsios
- Computational Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology Hellas, 71003 Iraklion, Greece; Department of Psychiatry, University of Crete, 71003 Iraklion, Greece
| | - Ajfar Sherif
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Paul D Gardner
- Brudnick Neuropsychiatric Research Institute, University of Massachusetts Medical School, Worcester, MA 01604, USA
| | - Patricia Ernst
- Department of Genetics and Department of Microbiology and Immunology, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Subroto Ghose
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Pamela Sklar
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Institute for Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Vahram Haroutunian
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; James J. Peters Veterans Affairs Medical Center, Bronx, New York, NY 10468, USA
| | - Carol Tamminga
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Richard H Myers
- Department of Neurology, Boston University, Boston, MA 02118, USA
| | - Kensuke Futai
- Brudnick Neuropsychiatric Research Institute, University of Massachusetts Medical School, Worcester, MA 01604, USA
| | - Marcelo A Wood
- Department of Neurobiology and Behavior, University of California at Irvine, Irvine, CA 92697, USA
| | - Schahram Akbarian
- Friedman Brain Institute and Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
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205
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Expression profiles of PIWIL2 short isoforms differ in testicular germ cell tumors of various differentiation subtypes. PLoS One 2014; 9:e112528. [PMID: 25384072 PMCID: PMC4226551 DOI: 10.1371/journal.pone.0112528] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2014] [Accepted: 09/13/2014] [Indexed: 01/22/2023] Open
Abstract
PIWI family proteins have recently emerged as essential contributors in numerous biological processes including germ cell development, stem cell maintenance and epigenetic reprogramming. Expression of some of the family members has been shown to be elevated in tumors. In particular, PIWIL2 has been probed as a potential neoplasia biomarker in many cancers in humans. Previously, PIWIL2 was shown to be expressed in most tumours as a set of its shorter isoforms. In this work, we demonstrated the presence of its 60 kDa (PL2L60A) and 80 kDa (PL2L80A) isoforms in testicular cancer cell lines. We also ascertained the transcriptional boundaries of mRNAs and alternative promoter regions for these PIWIL2 isoforms. Further, we probed a range of testicular germ cell tumor (TGCT) samples and found PIWIL2 to be predominantly expressed as PL2L60A in most of them. Importantly, the levels of both PL2L60A mRNA and protein products were found to vary depending on the differentiation subtype of TGCTs, i.e., PL2L60A expression is significantly higher in undifferentiated seminomas and appears to be substantially decreased in mixed and nonseminomatous TGCTs. The higher level of PL2L60A expression in undifferentiated TGCTs was further validated in the model system of retinoic acid induced differentiation in NT2/D1 cell line. Therefore, both PL2L60A mRNA and protein abundance could serve as an additional marker distinguishing between seminomas and nonseminomatous tumors with different prognosis and therapy approaches.
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206
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Abstract
Enhancer landscapes are shaped by the integrated functions of lineage-specific and signal-dependent transcription factors. A new study by Brown et al. suggests that the signal-dependent transcription factor NF-kB can modulate global enhancer activities by altering the occupancy of Brd4, a BET bromodomain coactivator protein, across the genome. This work reveals new principles of enhancer dynamics and insights into the therapeutic modulation of enhancer function with BET bromodomain inhibitors.
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Affiliation(s)
- Yali Xu
- Cold Spring Harbor Laboratory, One Bungtown Road, Cold Spring Harbor, NY 11724, USA; Molecular and Cellular Biology Program, Stony Brook University, Stony Brook, NY 11794, USA
| | - Christopher R Vakoc
- Cold Spring Harbor Laboratory, One Bungtown Road, Cold Spring Harbor, NY 11724, USA.
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207
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Waardenberg AJ, Ramialison M, Bouveret R, Harvey RP. Genetic networks governing heart development. Cold Spring Harb Perspect Med 2014; 4:a013839. [PMID: 25280899 PMCID: PMC4208705 DOI: 10.1101/cshperspect.a013839] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Animal genomes contain a code for construction of the body plan from a fertilized egg. Understanding how genome information is deciphered to create the complex multilayered regulatory systems that drive organismal development, and which become altered in disease, is one of the greatest challenges in the biological sciences. The development of methods that effectively represent and communicate the complexity inherent in gene regulatory networks remains a major barrier. This review introduces the philosophy of systems biology and discusses recent progress in understanding the development of the heart at a systems biology level.
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Affiliation(s)
- Ashley J Waardenberg
- Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales 2010, Australia
| | - Mirana Ramialison
- Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales 2010, Australia St. Vincent's Clinical School, University of New South Wales Medicine, Kensington, New South Wales 2052, Australia Stem Cells Australia, Melbourne Brain Centre, University of Melbourne, Victoria 3010, Australia
| | - Romaric Bouveret
- Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales 2010, Australia St. Vincent's Clinical School, University of New South Wales Medicine, Kensington, New South Wales 2052, Australia
| | - Richard P Harvey
- Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales 2010, Australia St. Vincent's Clinical School, University of New South Wales Medicine, Kensington, New South Wales 2052, Australia School of Biotechnology and Biomolecular Sciences, University of New South Wales Faculty of Science, New South Wales 2052, Australia Stem Cells Australia, Melbourne Brain Centre, University of Melbourne, Victoria 3010, Australia
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208
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Cellular reprogramming by transcription factor engineering. Curr Opin Genet Dev 2014; 28:1-9. [DOI: 10.1016/j.gde.2014.07.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Accepted: 07/03/2014] [Indexed: 12/20/2022]
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209
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Abstract
There have been considerable advances in uncovering the complex genetic mechanisms that underlie nervous system disease pathogenesis, particularly with the advent of exome and whole genome sequencing techniques. The emerging field of epigenetics is also providing further insights into these mechanisms. Here, we discuss our understanding of the interplay that exists between genetic and epigenetic mechanisms in these disorders, highlighting the nascent field of epigenetic epidemiology-which focuses on analyzing relationships between the epigenome and environmental exposures, development and aging, other health-related phenotypes, and disease states-and next-generation research tools (i.e., those leveraging synthetic and chemical biology and optogenetics) for examining precisely how epigenetic modifications at specific genomic sites affect disease processes.
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Affiliation(s)
- Irfan A. Qureshi
- />Roslyn and Leslie Goldstein Laboratory for Stem Cell Biology and Regenerative Medicine, Albert Einstein College of Medicine, Bronx, NY 10461 USA
- />Institute for Brain Disorders and Neural Regeneration, Albert Einstein College of Medicine, Bronx, NY 10461 USA
- />Department of Neurology, Albert Einstein College of Medicine, Bronx, NY 10461 USA
- />Rose F. Kennedy Center for Research on Intellectual and Developmental Disabilities, Albert Einstein College of Medicine, 1410 Pelham Parkway South, Bronx, NY 10461 USA
| | - Mark F. Mehler
- />Roslyn and Leslie Goldstein Laboratory for Stem Cell Biology and Regenerative Medicine, Albert Einstein College of Medicine, Bronx, NY 10461 USA
- />Institute for Brain Disorders and Neural Regeneration, Albert Einstein College of Medicine, Bronx, NY 10461 USA
- />Department of Neurology, Albert Einstein College of Medicine, Bronx, NY 10461 USA
- />Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY 10461 USA
- />Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, NY 10461 USA
- />Rose F. Kennedy Center for Research on Intellectual and Developmental Disabilities, Albert Einstein College of Medicine, 1410 Pelham Parkway South, Bronx, NY 10461 USA
- />Einstein Cancer Center, Albert Einstein College of Medicine, Bronx, NY 10461 USA
- />Ruth L. and David S. Gottesman Stem Cell Institute, Albert Einstein College of Medicine, Bronx, NY 10461 USA
- />Center for Epigenomics, Albert Einstein College of Medicine, Bronx, NY 10461 USA
- />Institute for Aging Research, Albert Einstein College of Medicine, Bronx, NY 10461 USA
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210
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Abstract
Enhancers are selectively utilized to orchestrate gene expression programs that first govern pluripotency and then proceed to highly specialized programs required for the process of cellular differentiation. Whereas gene-proximal promoters are typically active across numerous cell types, distal enhancer activation is cell-type-specific and central to cell fate determination, thereby accounting for cell identity. Recent studies have highlighted the diversity of enhancer usage, cataloguing millions of such elements in the human genome. The disruption of enhancer activity, through genetic or epigenetic alterations, can impact cell-type-specific functions, resulting in a wide range of pathologies. In cancer, these alterations can promote a 'cell identity crisis', in which enhancers associated with oncogenes and multipotentiality are activated, while those promoting cell fate commitment are inactivated. Overall, these alterations favor an undifferentiated cellular phenotype. Here, we review the current knowledge regarding the role of enhancers in normal cell function, and discuss how genetic and epigenetic changes in enhancer elements potentiate oncogenesis. In addition, we discuss how understanding the mechanisms regulating enhancer activity can inform therapeutic opportunities in cancer cells and highlight key challenges that remain in understanding enhancer biology as it relates to oncology.
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Affiliation(s)
- Ken J Kron
- The Princess Margaret Cancer Centre - University Health Network, Toronto, ON M5G 1 L7 Canada ; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1 L7 Canada
| | - Swneke D Bailey
- The Princess Margaret Cancer Centre - University Health Network, Toronto, ON M5G 1 L7 Canada ; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1 L7 Canada
| | - Mathieu Lupien
- The Princess Margaret Cancer Centre - University Health Network, Toronto, ON M5G 1 L7 Canada ; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1 L7 Canada ; Ontario Institute for Cancer Research, Toronto, ON M5G 0A3 Canada
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211
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García-González E, Recillas-Targa F. A regulatory element affects the activity and chromatin structure of the chicken α-globin 3' enhancer. BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS 2014; 1839:1233-41. [PMID: 25239823 DOI: 10.1016/j.bbagrm.2014.09.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2014] [Revised: 09/09/2014] [Accepted: 09/10/2014] [Indexed: 11/19/2022]
Abstract
Gene promoters are frequently insufficient to drive the spatiotemporal patterns of gene expression during cell differentiation and organism development. Enhancers convey these properties through diverse mechanisms, including long-distance interactions with target promoters via their association with specific transcription factors. Despite unprecedented progress in the knowledge of enhancer mechanisms of action, there are still many unanswered questions. In particular, the contribution of an enhancer's local chromatin configuration to its mechanism of action is not completely understood. Here we describe a novel regulatory element, the Upstream Enhancer Element (UEE), which modulates the activity of the chicken α-globin 3' enhancer by regulating its chromatin structure, specifically by positioning a nucleosome upstream of the core enhancer. This element binds nuclear factors and confers a more restricted activation on the α-globin 3' enhancer, suggesting a progressive/rheostatic model for enhancer activity. Our results suggest that the UEE activity contributes to the positioning of a nucleosome that is necessary for the α-globin 3' enhancer activation.
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Affiliation(s)
- Estela García-González
- Instituto de Fisiología Celular, Departamento de Genética Molecular, Universidad Nacional Autónoma de México, Ciudad de México, DF, Mexico
| | - Félix Recillas-Targa
- Instituto de Fisiología Celular, Departamento de Genética Molecular, Universidad Nacional Autónoma de México, Ciudad de México, DF, Mexico.
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212
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Abstract
Although it was originally believed that enhancers activate only the nearest promoter, recent global analyses enabled by high-throughput technology suggest that the network of enhancer-promoter interactions is far more complex. The mechanisms that determine the specificity of enhancer-promoter interactions are still poorly understood, but they are thought to include biochemical compatibility, constraints imposed by the three-dimensional architecture of chromosomes, insulator elements, and possibly the effects of local chromatin composition. In this review, we assess the current insights into these determinants, and highlight the functional genomic approaches that will lead the way towards better mechanistic understanding.
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213
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van Arensbergen J, van Steensel B, Bussemaker HJ. In search of the determinants of enhancer-promoter interaction specificity. Trends Cell Biol 2014; 24:695-702. [PMID: 25160912 DOI: 10.1016/j.tcb.2014.07.004] [Citation(s) in RCA: 120] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Revised: 07/15/2014] [Accepted: 07/21/2014] [Indexed: 02/07/2023]
Abstract
Although it was originally believed that enhancers activate only the nearest promoter, recent global analyses enabled by high-throughput technology suggest that the network of enhancer-promoter interactions is far more complex. The mechanisms that determine the specificity of enhancer-promoter interactions are still poorly understood, but they are thought to include biochemical compatibility, constraints imposed by the three-dimensional architecture of chromosomes, insulator elements, and possibly the effects of local chromatin composition. In this review, we assess the current insights into these determinants, and highlight the functional genomic approaches that will lead the way towards better mechanistic understanding.
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Affiliation(s)
- Joris van Arensbergen
- Division of Gene Regulation, Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Bas van Steensel
- Division of Gene Regulation, Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands.
| | - Harmen J Bussemaker
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA; Center for Computational Biology and Bioinformatics, Columbia University, New York, NY 10032, USA.
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