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1.
Nat Methods ; 13(8): 685-91, 2016 08.
Article in English | MEDLINE | ID: mdl-27376768

ABSTRACT

We developed a targeted chromosome conformation capture (4C) approach that uses unique molecular identifiers (UMIs) to derive high-complexity quantitative chromosome contact profiles with controlled signal-to-noise ratios. UMI-4C detects chromosomal interactions with improved sensitivity and specificity, and it can easily be multiplexed to allow robust comparison of contact distributions between loci and conditions. This approach may open the way to the incorporation of contact distributions into quantitative models of gene regulation.


Subject(s)
Chromosome Mapping/methods , Chromosomes, Human/chemistry , Chromosomes, Human/metabolism , Gene Expression Regulation , Genomics/methods , Leukemia/genetics , Chromatin/genetics , Data Interpretation, Statistical , Genetic Loci , High-Throughput Nucleotide Sequencing , Humans , Nucleic Acid Conformation , Signal-To-Noise Ratio , Software , Tumor Cells, Cultured , beta-Globins/genetics
2.
Nature ; 513(7516): 115-9, 2014 Sep 04.
Article in English | MEDLINE | ID: mdl-25043040

ABSTRACT

Stable maintenance of gene regulatory programs is essential for normal function in multicellular organisms. Epigenetic mechanisms, and DNA methylation in particular, are hypothesized to facilitate such maintenance by creating cellular memory that can be written during embryonic development and then guide cell-type-specific gene expression. Here we develop new methods for quantitative inference of DNA methylation turnover rates, and show that human embryonic stem cells preserve their epigenetic state by balancing antagonistic processes that add and remove methylation marks rather than by copying epigenetic information from mother to daughter cells. In contrast, somatic cells transmit considerable epigenetic information to progenies. Paradoxically, the persistence of the somatic epigenome makes it more vulnerable to noise, since random epimutations can accumulate to massively perturb the epigenomic ground state. The rate of epigenetic perturbation depends on the genomic context, and, in particular, DNA methylation loss is coupled to late DNA replication dynamics. Epigenetic perturbation is not observed in the pluripotent state, because the rapid turnover-based equilibrium continuously reinforces the canonical state. This dynamic epigenetic equilibrium also explains how the epigenome can be reprogrammed quickly and to near perfection after induced pluripotency.


Subject(s)
DNA Methylation , Epigenesis, Genetic , Fibroblasts/metabolism , Induced Pluripotent Stem Cells/metabolism , Alleles , Cell Line , Cell Line, Tumor , Clone Cells/cytology , Clone Cells/metabolism , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Fibroblasts/cytology , Genome, Human/genetics , Humans , Induced Pluripotent Stem Cells/cytology
3.
Nat Genet ; 44(11): 1207-14, 2012 Nov.
Article in English | MEDLINE | ID: mdl-23064413

ABSTRACT

DNA methylation has been comprehensively profiled in normal and cancer cells, but the dynamics that form, maintain and reprogram differentially methylated regions remain enigmatic. Here, we show that methylation patterns within populations of cells from individual somatic tissues are heterogeneous and polymorphic. Using in vitro evolution of immortalized fibroblasts for over 300 generations, we track the dynamics of polymorphic methylation at regions developing significant differential methylation on average. The data indicate that changes in population-averaged methylation occur through a stochastic process that generates a stream of local and uncorrelated methylation aberrations. Despite the stochastic nature of the process, nearly deterministic epigenetic remodeling emerges on average at loci that lose or gain resistance to methylation accumulation. Changes in the susceptibility to methylation accumulation are correlated with changes in histone modification and CTCF occupancy. Characterizing epigenomic polymorphism within cell populations is therefore critical to understanding methylation dynamics in normal and cancer cells.


Subject(s)
DNA Methylation/genetics , Epigenesis, Genetic , Repressor Proteins/genetics , Base Sequence , CCCTC-Binding Factor , CpG Islands , Fibroblasts , Gene Expression Regulation, Neoplastic , Humans , Molecular Sequence Data , Polymorphism, Genetic , Repressor Proteins/metabolism , Sequence Analysis, DNA , Tumor Cells, Cultured
4.
Nat Methods ; 9(10): 969-72, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22961246

ABSTRACT

Regulatory DNA elements can control the expression of distant genes via physical interactions. Here we present a cost-effective methodology and computational analysis pipeline for robust characterization of the physical organization around selected promoters and other functional elements using chromosome conformation capture combined with high-throughput sequencing (4C-seq). Our approach can be multiplexed and routinely integrated with other functional genomics assays to facilitate physical characterization of gene regulation.


Subject(s)
DNA/chemistry , High-Throughput Nucleotide Sequencing/methods , Gene Expression Regulation , Locus Control Region , Polymerase Chain Reaction , Promoter Regions, Genetic
5.
Genome Res ; 19(12): 2193-201, 2009 Dec.
Article in English | MEDLINE | ID: mdl-19887575

ABSTRACT

DNA methylation is an important epigenetic mechanism, affecting normal development and playing a key role in reprogramming epigenomes during stem cell derivation. Here we report on DNA methylation patterns in native monkey embryonic stem cells (ESCs), fibroblasts, and ESCs generated through somatic cell nuclear transfer (SCNT), identifying and comparing epigenome programming and reprogramming. We characterize hundreds of regions that are hyper- or hypomethylated in fibroblasts compared to native ESCs and show that these are conserved in human cells and tissues. Remarkably, the vast majority of these regions are reprogrammed in SCNT ESCs, leading to almost perfect correlation between the epigenomic profiles of the native and reprogrammed lines. At least 58% of these changes are correlated in cis to transcription changes, Polycomb Repressive Complex-2 occupancy, or binding by the CTCF insulator. We also show that while epigenomic reprogramming is extensive and globally accurate, the efficiency of adding and stripping DNA methylation during reprogramming is regionally variable. In several cases, this variability results in regions that remain methylated in a fibroblast-like pattern even after reprogramming.


Subject(s)
Cellular Reprogramming , DNA Methylation , Embryonic Stem Cells/cytology , Animals , Cell Differentiation , Cell Line , Epigenesis, Genetic , Fibroblasts/cytology , Gene Expression Profiling , Gene Expression Regulation, Developmental , Humans , Macaca mulatta , Nuclear Transfer Techniques
6.
PLoS Genet ; 5(8): e1000597, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19680443

ABSTRACT

Multiple discrete regions at 8q24 were recently shown to contain alleles that predispose to many cancers including prostate, breast, and colon. These regions are far from any annotated gene and their biological activities have been unknown. Here we profiled a 5-megabase chromatin segment encompassing all the risk regions for RNA expression, histone modifications, and locations occupied by RNA polymerase II and androgen receptor (AR). This led to the identification of several transcriptional enhancers, which were verified using reporter assays. Two enhancers in one risk region were occupied by AR and responded to androgen treatment; one contained a single nucleotide polymorphism (rs11986220) that resides within a FoxA1 binding site, with the prostate cancer risk allele facilitating both stronger FoxA1 binding and stronger androgen responsiveness. The study reported here exemplifies an approach that may be applied to any risk-associated allele in non-protein coding regions as it emerges from genome-wide association studies to better understand the genetic predisposition of complex diseases.


Subject(s)
Chromosomes, Human, Pair 8/genetics , Enhancer Elements, Genetic , Neoplasms/genetics , Cell Line , Chromosomes, Human, Pair 8/metabolism , Genome-Wide Association Study , Humans
7.
Mol Syst Biol ; 4: 229, 2008.
Article in English | MEDLINE | ID: mdl-19034270

ABSTRACT

Normal cell growth is governed by a complicated biological system, featuring multiple levels of control, often deregulated in cancers. The role of microRNAs (miRNAs) in the control of gene expression is now increasingly appreciated, yet their involvement in controlling cell proliferation is still not well understood. Here we investigated the mammalian cell proliferation control network consisting of transcriptional regulators, E2F and p53, their targets and a family of 15 miRNAs. Indicative of their significance, expression of these miRNAs is downregulated in senescent cells and in breast cancers harboring wild-type p53. These miRNAs are repressed by p53 in an E2F1-mediated manner. Furthermore, we show that these miRNAs silence antiproliferative genes, which themselves are E2F1 targets. Thus, miRNAs and transcriptional regulators appear to cooperate in the framework of a multi-gene transcriptional and post-transcriptional feed-forward loop. Finally, we show that, similarly to p53 inactivation, overexpression of representative miRNAs promotes proliferation and delays senescence, manifesting the detrimental phenotypic consequence of perturbations in this circuit. Taken together, these findings position miRNAs as novel key players in the mammalian cellular proliferation network.


Subject(s)
Cell Proliferation , E2F Transcription Factors/physiology , Gene Regulatory Networks/physiology , MicroRNAs/physiology , Tumor Suppressor Protein p53/physiology , Animals , Breast Neoplasms , Cellular Senescence , E2F1 Transcription Factor , Female , Gene Expression Regulation, Neoplastic , Humans , Male , Systems Biology
8.
Blood ; 111(5): 2919-28, 2008 Mar 01.
Article in English | MEDLINE | ID: mdl-17989315

ABSTRACT

In acute graft-versus-host disease (aGVHD), donor T cells attack the recipient's gastrointestinal tract, liver, and skin. We hypothesized that blocking access to distinct lymphoid priming sites may alter the specific organ tropism and prevent aGVHD development. In support of this initial hypothesis, we found that different secondary lymphoid organs (SLOs) imprint distinct homing receptor phenotypes on evolving alloreactive effector T cells in vivo. Yet preventing T-cell entry to specific SLOs through blocking monoclonal antibodies, or SLO ablation, did not alter aGVHD pathophysiology. Moreover, transfer of alloreactive effector T cells into conditioned secondary recipients targeted the intestines and liver, irrespective of their initial priming site. Thus, we demonstrate redundancy of SLOs at different anatomical sites in aGVHD initiation. Only prevention of T-cell entry to all SLOs could completely abrogate the onset of aGVHD.


Subject(s)
Cell Movement , Graft vs Host Disease/prevention & control , Lymphoid Tissue/pathology , T-Lymphocytes/cytology , Animals , Cross-Priming , Female , Hematopoietic Stem Cell Transplantation , Lymph Nodes/pathology , Mice , Organ Specificity , Peyer's Patches/pathology , Receptors, Lymphocyte Homing/metabolism , Transplantation Conditioning , Whole Body Imaging
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