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Dive into the research topics where Peter J. Sabo is active.

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Featured researches published by Peter J. Sabo.


Science | 2009

Comprehensive mapping of long range interactions reveals folding principles of the human genome

Erez Lieberman-Aiden; Nynke L. van Berkum; Louise Williams; Maxim Imakaev; Tobias Ragoczy; Agnes Telling; Ido Amit; Bryan R. Lajoie; Peter J. Sabo; Michael O. Dorschner; Richard Sandstrom; Bradley E. Bernstein; Michael Bender; Mark Groudine; Andreas Gnirke; John A. Stamatoyannopoulos; Leonid A. Mirny; Eric S. Lander

Chromosomal Mapping The conformation of the genome in the nucleus and contacts between both proximal and distal loci influence gene expression. In order to map genomic contacts, Lieberman-Aiden et al. (p. 289, see the cover) developed a technique to allow the detection of all interactions between genomic loci in the eukaryotic nucleus followed by deep sequencing. This technology was used to map the organization of the human genome and to examine the spatial proximity of chromosomal loci at one megabase resolution. The map suggests that the genome is partitioned into two spatial compartments that are related to local chromatin state and whose remodeling correlates with changes in the chromatin state. Chromosomes are organized in a fractal knot-free conformation that is densely packed while easily folded and unfolded. We describe Hi-C, a method that probes the three-dimensional architecture of whole genomes by coupling proximity-based ligation with massively parallel sequencing. We constructed spatial proximity maps of the human genome with Hi-C at a resolution of 1 megabase. These maps confirm the presence of chromosome territories and the spatial proximity of small, gene-rich chromosomes. We identified an additional level of genome organization that is characterized by the spatial segregation of open and closed chromatin to form two genome-wide compartments. At the megabase scale, the chromatin conformation is consistent with a fractal globule, a knot-free, polymer conformation that enables maximally dense packing while preserving the ability to easily fold and unfold any genomic locus. The fractal globule is distinct from the more commonly used globular equilibrium model. Our results demonstrate the power of Hi-C to map the dynamic conformations of whole genomes.


Science | 2012

Systematic Localization of Common Disease-Associated Variation in Regulatory DNA

Matthew T. Maurano; Richard Humbert; Eric Rynes; Robert E. Thurman; Eric Haugen; Hao Wang; Alex Reynolds; Richard Sandstrom; Hongzhu Qu; Jennifer A. Brody; Anthony Shafer; Fidencio Neri; Kristen Lee; Tanya Kutyavin; Sandra Stehling-Sun; Audra K. Johnson; Theresa K. Canfield; Erika Giste; Morgan Diegel; Daniel Bates; R. Scott Hansen; Shane Neph; Peter J. Sabo; Shelly Heimfeld; Antony Raubitschek; Steven F. Ziegler; Chris Cotsapas; Nona Sotoodehnia; Ian A. Glass; Shamil R. Sunyaev

Predictions of Genetic Disease Many genome-wide association studies (GWAS) have identified loci and variants associated with disease, but the ability to predict disease on the basis of these genetic variants remains small. Maurano et al. (p. 1190; see the Perspective by Schadt and Chang; see the cover) characterize the location of GWAS variants in the genome with respect to their proximity to regulatory DNA [marked by deoxyribonuclease I (DNase I) hypersensitive sites] by tissue type, disease, and enrichments in physiologically relevant transcription factor binding sites and networks. They found many noncoding disease associations in regulatory DNA, indicating tissue and developmental-specific regulatory roles for many common genetic variants and thus enabling links to be made between gene regulation and adult-onset disease. Genetic variants that have been associated with diseases are concentrated in regulatory regions of the genome. Genome-wide association studies have identified many noncoding variants associated with common diseases and traits. We show that these variants are concentrated in regulatory DNA marked by deoxyribonuclease I (DNase I) hypersensitive sites (DHSs). Eighty-eight percent of such DHSs are active during fetal development and are enriched in variants associated with gestational exposure–related phenotypes. We identified distant gene targets for hundreds of variant-containing DHSs that may explain phenotype associations. Disease-associated variants systematically perturb transcription factor recognition sequences, frequently alter allelic chromatin states, and form regulatory networks. We also demonstrated tissue-selective enrichment of more weakly disease-associated variants within DHSs and the de novo identification of pathogenic cell types for Crohn’s disease, multiple sclerosis, and an electrocardiogram trait, without prior knowledge of physiological mechanisms. Our results suggest pervasive involvement of regulatory DNA variation in common human disease and provide pathogenic insights into diverse disorders.


Nature | 2012

The accessible chromatin landscape of the human genome.

Robert E. Thurman; Eric Rynes; Richard Humbert; Jeff Vierstra; Matthew T. Maurano; Eric Haugen; Nathan C. Sheffield; Andrew B. Stergachis; Hao Wang; Benjamin Vernot; Kavita Garg; Sam John; Richard Sandstrom; Daniel Bates; Lisa Boatman; Theresa K. Canfield; Morgan Diegel; Douglas Dunn; Abigail K. Ebersol; Tristan Frum; Erika Giste; Audra K. Johnson; Ericka M. Johnson; Tanya Kutyavin; Bryan R. Lajoie; Bum Kyu Lee; Kristen Lee; Darin London; Dimitra Lotakis; Shane Neph

DNase I hypersensitive sites (DHSs) are markers of regulatory DNA and have underpinned the discovery of all classes of cis-regulatory elements including enhancers, promoters, insulators, silencers and locus control regions. Here we present the first extensive map of human DHSs identified through genome-wide profiling in 125 diverse cell and tissue types. We identify ∼2.9 million DHSs that encompass virtually all known experimentally validated cis-regulatory sequences and expose a vast trove of novel elements, most with highly cell-selective regulation. Annotating these elements using ENCODE data reveals novel relationships between chromatin accessibility, transcription, DNA methylation and regulatory factor occupancy patterns. We connect ∼580,000 distal DHSs with their target promoters, revealing systematic pairing of different classes of distal DHSs and specific promoter types. Patterning of chromatin accessibility at many regulatory regions is organized with dozens to hundreds of co-activated elements, and the transcellular DNase I sensitivity pattern at a given region can predict cell-type-specific functional behaviours. The DHS landscape shows signatures of recent functional evolutionary constraint. However, the DHS compartment in pluripotent and immortalized cells exhibits higher mutation rates than that in highly differentiated cells, exposing an unexpected link between chromatin accessibility, proliferative potential and patterns of human variation.


Nature Genetics | 2011

Chromatin accessibility pre-determines glucocorticoid receptor binding patterns

Sam John; Peter J. Sabo; Robert E. Thurman; Myong Hee Sung; Simon C. Biddie; Thomas A. Johnson; Gordon L. Hager; John A. Stamatoyannopoulos

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. The mechanism whereby a given regulatory factor selects a limited number of in vivo targets from a myriad of potential genomic binding sites is undetermined. Here we show that up to 95% of de novo genomic binding by the glucocorticoid receptor, a paradigmatic ligand-activated transcription factor, is targeted to preexisting foci of accessible chromatin. Factor binding invariably potentiates chromatin accessibility. Cell-selective glucocorticoid receptor occupancy patterns appear to be comprehensively predetermined by cell-specific differences in baseline chromatin accessibility patterns, with secondary contributions from local sequence features. The results define a 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.


Nature | 2011

Comprehensive analysis of the chromatin landscape in Drosophila melanogaster

Peter V. Kharchenko; Artyom A. Alekseyenko; Yuri B. Schwartz; Aki Minoda; Nicole C. Riddle; Jason Ernst; Peter J. Sabo; Erica Larschan; Andrey A. Gorchakov; Tingting Gu; Daniela Linder-Basso; Annette Plachetka; Gregory Shanower; Michael Y. Tolstorukov; Lovelace J. Luquette; Ruibin Xi; Youngsook L. Jung; Richard Park; Eric P. Bishop; Theresa P. Canfield; Richard Sandstrom; Robert E. Thurman; David M. MacAlpine; John A. Stamatoyannopoulos; Manolis Kellis; Sarah C. R. Elgin; Mitzi I. Kuroda; Vincenzo Pirrotta; Gary H. Karpen; Peter J. Park

Chromatin is composed of DNA and a variety of modified histones and non-histone proteins, which have an impact on cell differentiation, gene regulation and other key cellular processes. Here we present a genome-wide chromatin landscape for Drosophila melanogaster based on eighteen histone modifications, summarized by nine prevalent combinatorial patterns. Integrative analysis with other data (non-histone chromatin proteins, DNase I hypersensitivity, GRO-Seq reads produced by engaged polymerase, short/long RNA products) reveals discrete characteristics of chromosomes, genes, regulatory elements and other functional domains. We find that active genes display distinct chromatin signatures that are correlated with disparate gene lengths, exon patterns, regulatory functions and genomic contexts. We also demonstrate a diversity of signatures among Polycomb targets that include a subset with paused polymerase. This systematic profiling and integrative analysis of chromatin signatures provides insights into how genomic elements are regulated, and will serve as a resource for future experimental investigations of genome structure and function.


Nature | 2012

An expansive human regulatory lexicon encoded in transcription factor footprints

Shane Neph; Jeff Vierstra; Andrew B. Stergachis; Alex Reynolds; Eric Haugen; Benjamin Vernot; Robert E. Thurman; Sam John; Richard Sandstrom; Audra K. Johnson; Matthew T. Maurano; Richard Humbert; Eric Rynes; Hao Wang; Shinny Vong; Kristen Lee; Daniel Bates; Morgan Diegel; Vaughn Roach; Douglas Dunn; Jun Neri; Anthony Schafer; R. Scott Hansen; Tanya Kutyavin; Erika Giste; Molly Weaver; Theresa K. Canfield; Peter J. Sabo; Miaohua Zhang; Gayathri Balasundaram

Regulatory factor binding to genomic DNA protects the underlying sequence from cleavage by DNase I, leaving nucleotide-resolution footprints. Using genomic DNase I footprinting across 41 diverse cell and tissue types, we detected 45 million transcription factor occupancy events within regulatory regions, representing differential binding to 8.4 million distinct short sequence elements. Here we show that this small genomic sequence compartment, roughly twice the size of the exome, encodes an expansive repertoire of conserved recognition sequences for DNA-binding proteins that nearly doubles the size of the human cis–regulatory lexicon. We find that genetic variants affecting allelic chromatin states are concentrated in footprints, and that these elements are preferentially sheltered from DNA methylation. High-resolution DNase I cleavage patterns mirror nucleotide-level evolutionary conservation and track the crystallographic topography of protein–DNA interfaces, indicating that transcription factor structure has been evolutionarily imprinted on the human genome sequence. We identify a stereotyped 50-base-pair footprint that precisely defines the site of transcript origination within thousands of human promoters. Finally, we describe a large collection of novel regulatory factor recognition motifs that are highly conserved in both sequence and function, and exhibit cell-selective occupancy patterns that closely parallel major regulators of development, differentiation and pluripotency.


Nature Methods | 2009

Global mapping of protein-DNA interactions in vivo by digital genomic footprinting

Jay R. Hesselberth; Xiaoyu Chen; Zhihong Zhang; Peter J. Sabo; Richard Sandstrom; Alex Reynolds; Robert E. Thurman; Shane Neph; Michael S. Kuehn; William Stafford Noble; Stanley Fields; John A. Stamatoyannopoulos

The orchestrated binding of transcriptional activators and repressors to specific DNA sequences in the context of chromatin defines the regulatory program of eukaryotic genomes. We developed a digital approach to assay regulatory protein occupancy on genomic DNA in vivo by dense mapping of individual DNase I cleavages from intact nuclei using massively parallel DNA sequencing. Analysis of >23 million cleavages across the Saccharomyces cerevisiae genome revealed thousands of protected regulatory protein footprints, enabling de novo derivation of factor binding motifs and the identification of hundreds of new binding sites for major regulators. We observed striking correspondence between single-nucleotide resolution DNase I cleavage patterns and protein-DNA interactions determined by crystallography. The data also yielded a detailed view of larger chromatin features including positioned nucleosomes flanking factor binding regions. Digital genomic footprinting should be a powerful approach to delineate the cis-regulatory framework of any organism with an available genome sequence.


Genome Biology | 2012

An encyclopedia of mouse DNA elements (Mouse ENCODE)

John A. Stamatoyannopoulos; Michael Snyder; Ross C. Hardison; Bing Ren; Thomas R. Gingeras; David M. Gilbert; Mark Groudine; M. A. Bender; Rajinder Kaul; Theresa K. Canfield; Erica Giste; Audra K. Johnson; Mia Zhang; Gayathri Balasundaram; Rachel Byron; Vaughan Roach; Peter J. Sabo; Richard Sandstrom; A Sandra Stehling; Robert E. Thurman; Sherman M. Weissman; Philip Cayting; Manoj Hariharan; Jin Lian; Yong Cheng; Stephen G. Landt; Zhihai Ma; Barbara J. Wold; Job Dekker; Gregory E. Crawford

To complement the human Encyclopedia of DNA Elements (ENCODE) project and to enable a broad range of mouse genomics efforts, the Mouse ENCODE Consortium is applying the same experimental pipelines developed for human ENCODE to annotate the mouse genome.


Science | 2013

An Erythroid Enhancer of BCL11A Subject to Genetic Variation Determines Fetal Hemoglobin Level

Daniel E. Bauer; Sophia C. Kamran; Samuel Lessard; Jian Xu; Yuko Fujiwara; Carrie Lin; Zhen Shao; Matthew C. Canver; Elenoe C. Smith; Luca Pinello; Peter J. Sabo; Jeff Vierstra; Richard A. Voit; Guo-Cheng Yuan; Matthew H. Porteus; John A. Stamatoyannopoulos; Guillaume Lettre; Stuart H. Orkin

BCL11A Variants Recent chromatin mapping data have suggested that trait-associated variants often mark regulatory DNA. However, there has been little rigorous experimental investigation of regulatory variation. Bauer et al. (p. 253; see the Perspective by Hardison and Blobel) performed an in-depth study of the BCL11A fetal hemoglobin-associated locus. The trait-associated variants revealed a chromatin signature that enhanced erythroid development. The enhancer was required for erythroid expression of BCL11A and thus for globin gene expression. Fine-mapping reveals a promising therapeutic target for genome engineering in the β-hemoglobinopathies. [Also see Perspective by Hardison and Blobel] Genome-wide association studies (GWASs) have ascertained numerous trait-associated common genetic variants, frequently localized to regulatory DNA. We found that common genetic variation at BCL11A associated with fetal hemoglobin (HbF) level lies in noncoding sequences decorated by an erythroid enhancer chromatin signature. Fine-mapping uncovers a motif-disrupting common variant associated with reduced transcription factor (TF) binding, modestly diminished BCL11A expression, and elevated HbF. The surrounding sequences function in vivo as a developmental stage–specific, lineage-restricted enhancer. Genome engineering reveals the enhancer is required in erythroid but not B-lymphoid cells for BCL11A expression. These findings illustrate how GWASs may expose functional variants of modest impact within causal elements essential for appropriate gene expression. We propose the GWAS-marked BCL11A enhancer represents an attractive target for therapeutic genome engineering for the β-hemoglobinopathies.


Molecular Cell | 2008

Interaction of the glucocorticoid receptor with the chromatin landscape

Sam John; Peter J. Sabo; Thomas A. Johnson; Myong Hee Sung; Simon C. Biddie; Stafford L. Lightman; Ty C. Voss; Sean Davis; Paul S. Meltzer; John A. Stamatoyannopoulos; Gordon L. Hager

The generality and spectrum of chromatin-remodeling requirements for nuclear receptor function are unknown. We have characterized glucocorticoid receptor (GR) binding events and chromatin structural transitions across GR-induced or -repressed genes. This analysis reveals that GR binding invariably occurs at nuclease-accessible sites (DHS). A remarkable diversity of mechanisms, however, render these sites available for GR binding. Accessibility of the GR binding sites is either constitutive or hormone inducible. Within each category, some DHS sites require the Brg1-containing Swi/Snf complex, but others are Brg1 independent, implicating a different remodeling complex. The H2A.Z histone variant is highly enriched at both inducible and constitutive DHS sites and is subject to exchange during hormone activation. The DHS profile is highly cell specific, implicating cell-selective organization of the chromatin landscape as a critical determinant of tissue-selective receptor function. Furthermore, the widespread requirement for chromatin remodeling supports the recent hypothesis that the rapid exchange of receptor proteins occurs during nucleosome reorganization.

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Shane Neph

University of Washington

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Morgan Diegel

University of Washington

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Alex Reynolds

University of Washington

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