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ATAC-seq

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https://www.readbyqxmd.com/read/28704389/differential-chromatin-profiles-partially-determine-transcription-factor-binding
#1
Rujian Chen, David K Gifford
We characterize how genomic variants that alter chromatin accessibility influence regulatory factor binding with a new method called DeltaBind that predicts condition specific factor binding more accurately than other methods based on DNase-seq data. Using DeltaBind and DNase-seq experiments we predicted the differential binding of 18 factors in K562 and GM12878 cells with an average precision of 28% at 10% recall, with the prediction of individual factors ranging from 5% to 65% precision. We further found that genome variants that alter chromatin accessibility are not necessarily predictive of altering proximal factor binding...
2017: PloS One
https://www.readbyqxmd.com/read/28680085/prediction-of-chromatin-accessibility-in-gene-regulatory-regions-from-transcriptomics-data
#2
Sascha Jung, Vladimir Espinosa Angarica, Miguel A Andrade-Navarro, Noel J Buckley, Antonio Del Sol
The epigenetics landscape of cells plays a key role in the establishment of cell-type specific gene expression programs characteristic of different cellular phenotypes. Different experimental procedures have been developed to obtain insights into the accessible chromatin landscape including DNase-seq, FAIRE-seq and ATAC-seq. However, current downstream computational tools fail to reliably determine regulatory region accessibility from the analysis of these experimental data. In particular, currently available peak calling algorithms are very sensitive to their parameter settings and show highly heterogeneous results, which hampers a trustworthy identification of accessible chromatin regions...
July 5, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28671995/dr-seq2-a-quality-control-and-analysis-pipeline-for-parallel-single-cell-transcriptome-and-epigenome-data
#3
Chengchen Zhao, Sheng'en Hu, Xiao Huo, Yong Zhang
An increasing number of single cell transcriptome and epigenome technologies, including single cell ATAC-seq (scATAC-seq), have been recently developed as powerful tools to analyze the features of many individual cells simultaneously. However, the methods and software were designed for one certain data type and only for single cell transcriptome data. A systematic approach for epigenome data and multiple types of transcriptome data is needed to control data quality and to perform cell-to-cell heterogeneity analysis on these ultra-high-dimensional transcriptome and epigenome datasets...
2017: PloS One
https://www.readbyqxmd.com/read/28655330/nice-seq-high-resolution-open-chromatin-profiling
#4
V K Chaithanya Ponnaluri, Guoqiang Zhang, Pierre-Olivier Estève, George Spracklin, Stephanie Sian, Shuang-Yong Xu, Touati Benoukraf, Sriharsa Pradhan
Open chromatin profiling integrates information across diverse regulatory elements to reveal the transcriptionally active genome. Tn5 transposase and DNase I sequencing-based methods prefer native or high cell numbers. Here, we describe NicE-seq (nicking enzyme assisted sequencing) for high-resolution open chromatin profiling on both native and formaldehyde-fixed cells. NicE-seq captures and reveals open chromatin sites (OCSs) and transcription factor occupancy at single nucleotide resolution, coincident with DNase hypersensitive and ATAC-seq sites at a low sequencing burden...
June 28, 2017: Genome Biology
https://www.readbyqxmd.com/read/28625481/chromatin-accessibility-landscape-of-cutaneous-t-cell-lymphoma-and-dynamic-response-to-hdac-inhibitors
#5
Kun Qu, Lisa C Zaba, Ansuman T Satpathy, Paul G Giresi, Rui Li, Yonghao Jin, Randall Armstrong, Chen Jin, Nathalie Schmitt, Ziba Rahbar, Hideki Ueno, William J Greenleaf, Youn H Kim, Howard Y Chang
Here, we define the landscape and dynamics of active regulatory DNA in cutaneous T cell lymphoma (CTCL) by ATAC-seq. Analysis of 111 human CTCL and control samples revealed extensive chromatin signatures that distinguished leukemic, host, and normal CD4(+) T cells. We identify three dominant patterns of transcription factor (TF) activation that drive leukemia regulomes, as well as TF deactivations that alter host T cells in CTCL patients. Clinical response to histone deacetylase inhibitors (HDACi) is strongly associated with a concurrent gain in chromatin accessibility...
July 10, 2017: Cancer Cell
https://www.readbyqxmd.com/read/28572580/uropa-a-tool-for-universal-robust-peak-annotation
#6
Maria Kondili, Annika Fust, Jens Preussner, Carsten Kuenne, Thomas Braun, Mario Looso
The annotation of genomic ranges of interest represents a recurring task for bioinformatics analyses. These ranges can originate from various sources, including peaks called for transcription factor binding sites (TFBS) or histone modification ChIP-seq experiments, chromatin structure and accessibility experiments (such as ATAC-seq), but also from other types of predictions that result in genomic ranges. While peak annotation primarily driven by ChiP-seq was extensively explored, many approaches remain simplistic ("most closely located TSS"), rely on fixed pre-built references, or require complex scripting tasks on behalf of the user...
June 1, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28555639/clonally-stable-v%C3%AE%C2%BA-allelic-choice-instructs-ig%C3%AE%C2%BA-repertoire
#7
Rena Levin-Klein, Shira Fraenkel, Michal Lichtenstein, Louise S Matheson, Osnat Bartok, Yuval Nevo, Sebastian Kadener, Anne E Corcoran, Howard Cedar, Yehudit Bergman
Although much has been done to understand how rearrangement of the Igκ locus is regulated during B-cell development, little is known about the way the variable (V) segments themselves are selected. Here we show, using B6/Cast hybrid pre-B-cell clones, that a limited number of V segments on each allele is stochastically activated as characterized by the appearance of non-coding RNA and histone modifications. The activation states are clonally distinct, stable across cell division and developmentally important in directing the Ig repertoire upon differentiation...
May 30, 2017: Nature Communications
https://www.readbyqxmd.com/read/28550296/reducing-mitochondrial-reads-in-atac-seq-using-crispr-cas9
#8
Lindsey Montefiori, Liana Hernandez, Zijie Zhang, Yoav Gilad, Carole Ober, Gregory Crawford, Marcelo Nobrega, Noboru Jo Sakabe
ATAC-seq is a high-throughput sequencing technique that identifies open chromatin. Depending on the cell type, ATAC-seq samples may contain ~20-80% of mitochondrial sequencing reads. As the regions of open chromatin of interest are usually located in the nuclear genome, mitochondrial reads are typically discarded from the analysis. We tested two approaches to decrease wasted sequencing in ATAC-seq libraries generated from lymphoblastoid cell lines: targeted cleavage of mitochondrial DNA fragments using CRISPR technology and removal of detergent from the cell lysis buffer...
May 26, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28538187/bivariate-genomic-footprinting-detects-changes-in-transcription-factor-activity
#9
Songjoon Baek, Ido Goldstein, Gordon L Hager
In response to activating signals, transcription factors (TFs) bind DNA and regulate gene expression. TF binding can be measured by protection of the bound sequence from DNase digestion (i.e., footprint). Here, we report that 80% of TF binding motifs do not show a measurable footprint, partly because of a variable cleavage pattern within the motif sequence. To more faithfully portray the effect of TFs on chromatin, we developed an algorithm that captures two TF-dependent effects on chromatin accessibility: footprinting and motif-flanking accessibility...
May 23, 2017: Cell Reports
https://www.readbyqxmd.com/read/28505247/single-cell-regulome-data-analysis-by-scrat
#10
Zhicheng Ji, Weiqiang Zhou, Hongkai Ji
Summary: Emerging single-cell technologies (e.g., single-cell ATAC-seq, DNase-seq or ChIP-seq) have made it possible to assay regulome of individual cells. Single-cell regulome data are highly sparse and discrete. Analyzing such data is challenging. User-friendly software tools are still lacking. We present SCRAT, a Single-Cell Regulome Analysis Toolbox with a graphical user interface, for studying cell heterogeneity using single-cell regulome data. SCRAT can be used to conveniently summarize regulatory activities according to different features (e...
May 12, 2017: Bioinformatics
https://www.readbyqxmd.com/read/28472346/a-c-myb-mutant-causes-deregulated-differentiation-due-to-impaired-histone-binding-and-abrogated-pioneer-factor-function
#11
Bettina M Fuglerud, Roza B Lemma, Pimthanya Wanichawan, Arvind Y M Sundaram, Ragnhild Eskeland, Odd S Gabrielsen
The transcription factor c-Myb is involved in early differentiation and proliferation of haematopoietic cells, where it operates as a regulator of self-renewal and multi-lineage differentiation. Deregulated c-Myb plays critical roles in leukaemias and other human cancers. Due to its role as a master regulator, we hypothesized it might function as a pioneer transcription factor. Our approach to test this was to analyse a mutant of c-Myb, D152V, previously reported to cause haematopoietic defects in mice by an unknown mechanism...
May 2, 2017: Nucleic Acids Research
https://www.readbyqxmd.com/read/28459457/conserved-roles-of-mouse-dux-and-human-dux4-in-activating-cleavage-stage-genes-and-mervl-hervl-retrotransposons
#12
Peter G Hendrickson, Jessie A Doráis, Edward J Grow, Jennifer L Whiddon, Jong-Won Lim, Candice L Wike, Bradley D Weaver, Christian Pflueger, Benjamin R Emery, Aaron L Wilcox, David A Nix, C Matthew Peterson, Stephen J Tapscott, Douglas T Carrell, Bradley R Cairns
To better understand transcriptional regulation during human oogenesis and preimplantation development, we defined stage-specific transcription, which highlighted the cleavage stage as being highly distinctive. Here, we present multiple lines of evidence that a eutherian-specific multicopy retrogene, DUX4, encodes a transcription factor that activates hundreds of endogenous genes (for example, ZSCAN4, KDM4E and PRAMEF-family genes) and retroviral elements (MERVL/HERVL family) that define the cleavage-specific transcriptional programs in humans and mice...
June 2017: Nature Genetics
https://www.readbyqxmd.com/read/28439570/epigenomics-of-human-cd8-t-cell-differentiation-and-aging
#13
David M Moskowitz, David W Zhang, Bin Hu, Sabine Le Saux, Rolando E Yanes, Zhongde Ye, Jason D Buenrostro, Cornelia M Weyand, William J Greenleaf, Jörg J Goronzy
The efficacy of the adaptive immune response declines dramatically with age, but the cell-intrinsic mechanisms driving immune aging in humans remain poorly understood. Immune aging is characterized by a loss of self-renewing naïve cells and the accumulation of differentiated but dysfunctional cells within the CD8 T cell compartment. Using ATAC-seq, we inferred the transcription factor binding activities correlated with naive and central and effector memory CD8 T cell states in young adults. Integrating our results with RNA-seq, we identified transcription networks associated with CD8 T cell differentiation, with prominent roles implicated for BATF, ETS1, Eomes, and Sp1...
February 2017: Science Immunology
https://www.readbyqxmd.com/read/28381412/the-ddr-at-telomeres-lacking-intact-shelterin-does-not-require-substantial-chromatin-decompaction
#14
Leonid A Timashev, Hazen Babcock, Xiaowei Zhuang, Titia de Lange
Telomeres are protected by shelterin, a six-subunit protein complex that represses the DNA damage response (DDR) at chromosome ends. Extensive data suggest that TRF2 in shelterin remodels telomeres into the t-loop structure, thereby hiding telomere ends from double-stranded break repair and ATM signaling, whereas POT1 represses ATR signaling by excluding RPA. An alternative protection mechanism was suggested recently by which shelterin subunits TRF1, TRF2, and TIN2 mediate telomeric chromatin compaction, which was proposed to minimize access of DDR factors...
March 15, 2017: Genes & Development
https://www.readbyqxmd.com/read/28365152/dynamic-gene-regulatory-networks-of-human-myeloid-differentiation
#15
Ricardo N Ramirez, Nicole C El-Ali, Mikayla Anne Mager, Dana Wyman, Ana Conesa, Ali Mortazavi
The reconstruction of gene regulatory networks underlying cell differentiation from high-throughput gene expression and chromatin data remains a challenge. Here, we derive dynamic gene regulatory networks for human myeloid differentiation using a 5-day time series of RNA-seq and ATAC-seq data. We profile HL-60 promyelocytes differentiating into macrophages, neutrophils, monocytes, and monocyte-derived macrophages. We find a rapid response in the expression of key transcription factors and lineage markers that only regulate a subset of their targets at a given time, which is followed by chromatin accessibility changes that occur later along with further gene expression changes...
April 26, 2017: Cell Systems
https://www.readbyqxmd.com/read/28356342/widespread-changes-in-nucleosome-accessibility-without-changes-in-nucleosome-occupancy-during-a-rapid-transcriptional-induction
#16
Britta Mueller, Jakub Mieczkowski, Sharmistha Kundu, Peggy Wang, Ruslan Sadreyev, Michael Y Tolstorukov, Robert E Kingston
Activation of transcription requires alteration of chromatin by complexes that increase the accessibility of nucleosomal DNA. Removing nucleosomes from regulatory sequences has been proposed to play a significant role in activation. We tested whether changes in nucleosome occupancy occurred on the set of genes that is activated by the unfolded protein response (UPR). We observed no decrease in occupancy on most promoters, gene bodies, and enhancers. Instead, there was an increase in the accessibility of nucleosomes, as measured by micrococcal nuclease (MNase) digestion and ATAC-seq (assay for transposase-accessible chromatin [ATAC] using sequencing), that did not result from removal of the nucleosome...
March 1, 2017: Genes & Development
https://www.readbyqxmd.com/read/28335009/open-chromatin-profiling-of-human-postmortem-brain-infers-functional-roles-for-non-coding-schizophrenia-loci
#17
John F Fullard, Claudia Giambartolomei, Mads E Hauberg, Ke Xu, Georgios Voloudakis, Zhiping Shao, Christopher Bare, Joel T Dudley, Manuel Mattheisen, Nikolaos K Robakis, Vahram Haroutunian, Panos Roussos
Open chromatin provides access to DNA-binding proteins for the correct spatiotemporal regulation of gene expression. Mapping chromatin accessibility has been widely used to identify the location of cis regulatory elements (CREs) including promoters and enhancers. CREs show tissue- and cell-type specificity and disease-associated variants are often enriched for CREs in the tissues and cells that pertain to a given disease. To better understand the role of CREs in neuropsychiatric disorders we applied the Assay for Transposase Accessible Chromatin followed by sequencing (ATAC-seq) to neuronal and non-neuronal nuclei isolated from frozen postmortem human brain by fluorescence-activated nuclear sorting (FANS)...
May 15, 2017: Human Molecular Genetics
https://www.readbyqxmd.com/read/28256534/cell-type-specific-epigenomic-analysis-reveals-a-uniquely-closed-chromatin-architecture-in-mouse-rod-photoreceptors
#18
Andrew E O Hughes, Jennifer M Enright, Connie A Myers, Susan Q Shen, Joseph C Corbo
Rod photoreceptors are specialized neurons that mediate vision in dim light and are the predominant photoreceptor type in nocturnal mammals. The rods of nocturnal mammals are unique among vertebrate cell types in having an 'inverted' nuclear architecture, with a dense mass of heterochromatin in the center of the nucleus rather than dispersed clumps at the periphery. To test if this unique nuclear architecture is correlated with a unique epigenomic landscape, we performed ATAC-seq on mouse rods and their most closely related cell type, cone photoreceptors...
March 3, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28211918/myotonic-dystrophy-type-1-patient-derived-ipscs-for-the-investigation-of-ctg-repeat-instability
#19
Junko Ueki, Masayuki Nakamori, Masahiro Nakamura, Misato Nishikawa, Yoshinori Yoshida, Azusa Tanaka, Asuka Morizane, Masayoshi Kamon, Toshiyuki Araki, Masanori P Takahashi, Akira Watanabe, Nobuya Inagaki, Hidetoshi Sakurai
Myotonic dystrophy type 1 (DM1) is an autosomal-dominant multi-system disease caused by expanded CTG repeats in dystrophia myotonica protein kinase (DMPK). The expanded CTG repeats are unstable and can increase the length of the gene with age, which worsens the symptoms. In order to establish a human stem cell system suitable for the investigation of repeat instability, DM1 patient-derived iPSCs were generated and differentiated into three cell types commonly affected in DM1, namely cardiomyocytes, neurons and myocytes...
February 13, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28193859/genetic-regulatory-signatures-underlying-islet-gene-expression-and-type-2-diabetes
#20
Arushi Varshney, Laura J Scott, Ryan P Welch, Michael R Erdos, Peter S Chines, Narisu Narisu, Ricardo D'O Albanus, Peter Orchard, Brooke N Wolford, Romy Kursawe, Swarooparani Vadlamudi, Maren E Cannon, John P Didion, John Hensley, Anthony Kirilusha, Lori L Bonnycastle, D Leland Taylor, Richard Watanabe, Karen L Mohlke, Michael Boehnke, Francis S Collins, Stephen C J Parker, Michael L Stitzel
Genome-wide association studies (GWAS) have identified >100 independent SNPs that modulate the risk of type 2 diabetes (T2D) and related traits. However, the pathogenic mechanisms of most of these SNPs remain elusive. Here, we examined genomic, epigenomic, and transcriptomic profiles in human pancreatic islets to understand the links between genetic variation, chromatin landscape, and gene expression in the context of T2D. We first integrated genome and transcriptome variation across 112 islet samples to produce dense cis-expression quantitative trait loci (cis-eQTL) maps...
February 28, 2017: Proceedings of the National Academy of Sciences of the United States of America
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