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Featured researches published by Theresa K. Canfield.


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 | 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.


Proceedings of the National Academy of Sciences of the United States of America | 2010

Sequencing newly replicated DNA reveals widespread plasticity in human replication timing

R. Scott Hansen; Sean Thomas; Richard Sandstrom; Theresa K. Canfield; Robert E. Thurman; Molly Weaver; Michael O. Dorschner; Stanley M. Gartler; John A. Stamatoyannopoulos

Faithful transmission of genetic material to daughter cells involves a characteristic temporal order of DNA replication, which may play a significant role in the inheritance of epigenetic states. We developed a genome-scale approach—Repli Seq—to map temporally ordered replicating DNA using massively parallel sequencing and applied it to study regional variation in human DNA replication time across multiple human cell types. The method requires as few as 8,000 cytometry-fractionated cells for a single analysis, and provides high-resolution DNA replication patterns with respect to both cell-cycle time and genomic position. We find that different cell types exhibit characteristic replication signatures that reveal striking plasticity in regional replication time patterns covering at least 50% of the human genome. We also identified autosomal regions with marked biphasic replication timing that include known regions of monoallelic expression as well as many previously uncharacterized domains. Comparison with high-resolution genome-wide profiles of DNaseI sensitivity revealed that DNA replication typically initiates within foci of accessible chromatin comprising clustered DNaseI hypersensitive sites, and that replication time is better correlated with chromatin accessibility than with gene expression. The data collectively provide a unique, genome-wide picture of the epigenetic compartmentalization of the human genome and suggest that cell-lineage specification involves extensive reprogramming of replication timing patterns.


Nature | 2014

Topologically associating domains are stable units of replication-timing regulation

Benjamin D. Pope; Tyrone Ryba; Vishnu Dileep; Feng Yue; Weisheng Wu; Olgert Denas; Daniel L. Vera; Yanli Wang; R. Scott Hansen; Theresa K. Canfield; Robert E. Thurman; Yong Cheng; Günhan Gülsoy; Jonathan H. Dennis; Michael Snyder; John A. Stamatoyannopoulos; James Taylor; Ross C. Hardison; Tamer Kahveci; Bing Ren; David M. Gilbert

Eukaryotic chromosomes replicate in a temporal order known as the replication-timing program. In mammals, replication timing is cell-type-specific with at least half the genome switching replication timing during development, primarily in units of 400–800 kilobases (‘replication domains’), whose positions are preserved in different cell types, conserved between species, and appear to confine long-range effects of chromosome rearrangements. Early and late replication correlate, respectively, with open and closed three-dimensional chromatin compartments identified by high-resolution chromosome conformation capture (Hi-C), and, to a lesser extent, late replication correlates with lamina-associated domains (LADs). Recent Hi-C mapping has unveiled substructure within chromatin compartments called topologically associating domains (TADs) that are largely conserved in their positions between cell types and are similar in size to replication domains. However, TADs can be further sub-stratified into smaller domains, challenging the significance of structures at any particular scale. Moreover, attempts to reconcile TADs and LADs to replication-timing data have not revealed a common, underlying domain structure. Here we localize boundaries of replication domains to the early-replicating border of replication-timing transitions and map their positions in 18 human and 13 mouse cell types. We demonstrate that, collectively, replication domain boundaries share a near one-to-one correlation with TAD boundaries, whereas within a cell type, adjacent TADs that replicate at similar times obscure replication domain boundaries, largely accounting for the previously reported lack of alignment. Moreover, cell-type-specific replication timing of TADs partitions the genome into two large-scale sub-nuclear compartments revealing that replication-timing transitions are indistinguishable from late-replicating regions in chromatin composition and lamina association and accounting for the reduced correlation of replication timing to LADs and heterochromatin. Our results reconcile cell-type-specific sub-nuclear compartmentalization and replication timing with developmentally stable structural domains and offer a unified model for large-scale chromosome structure and function.


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.


Genome Research | 2012

Widespread plasticity in CTCF occupancy linked to DNA methylation.

Hao Wang; Matthew T. Maurano; Hongzhu Qu; Katherine E. Varley; Jason Gertz; Florencia Pauli; Kristen Lee; Theresa K. Canfield; Molly Weaver; Richard Sandstrom; Robert E. Thurman; Rajinder Kaul; Richard M. Myers; John A. Stamatoyannopoulos

CTCF is a ubiquitously expressed regulator of fundamental genomic processes including transcription, intra- and interchromosomal interactions, and chromatin structure. Because of its critical role in genome function, CTCF binding patterns have long been assumed to be largely invariant across different cellular environments. Here we analyze genome-wide occupancy patterns of CTCF by ChIP-seq in 19 diverse human cell types, including normal primary cells and immortal lines. We observed highly reproducible yet surprisingly plastic genomic binding landscapes, indicative of strong cell-selective regulation of CTCF occupancy. Comparison with massively parallel bisulfite sequencing data indicates that 41% of variable CTCF binding is linked to differential DNA methylation, concentrated at two critical positions within the CTCF recognition sequence. Unexpectedly, CTCF binding patterns were markedly different in normal versus immortal cells, with the latter showing widespread disruption of CTCF binding associated with increased methylation. Strikingly, this disruption is accompanied by up-regulation of CTCF expression, with the result that both normal and immortal cells maintain the same average number of CTCF occupancy sites genome-wide. These results reveal a tight linkage between DNA methylation and the global occupancy patterns of a major sequence-specific regulatory factor.


Genome Biology | 2011

Dynamic reprogramming of chromatin accessibility during Drosophila embryo development

Sean Thomas; Xiao Yong Li; Peter J. Sabo; Richard Sandstrom; Robert E. Thurman; Theresa K. Canfield; Erika Giste; William W. Fisher; Ann S. Hammonds; Susan E. Celniker; Mark D. Biggin; John A. Stamatoyannopoulos

BackgroundThe development of complex organisms is believed to involve progressive restrictions in cellular fate. Understanding the scope and features of chromatin dynamics during embryogenesis, and identifying regulatory elements important for directing developmental processes remain key goals of developmental biology.ResultsWe used in vivo DNaseI sensitivity to map the locations of regulatory elements, and explore the changing chromatin landscape during the first 11 hours of Drosophila embryonic development. We identified thousands of conserved, developmentally dynamic, distal DNaseI hypersensitive sites associated with spatial and temporal expression patterning of linked genes and with large regions of chromatin plasticity. We observed a nearly uniform balance between developmentally up- and down-regulated DNaseI hypersensitive sites. Analysis of promoter chromatin architecture revealed a novel role for classical core promoter sequence elements in directing temporally regulated chromatin remodeling. Another unexpected feature of the chromatin landscape was the presence of localized accessibility over many protein-coding regions, subsets of which were developmentally regulated or associated with the transcription of genes with prominent maternal RNA contributions in the blastoderm.ConclusionsOur results provide a global view of the rich and dynamic chromatin landscape of early animal development, as well as novel insights into the organization of developmentally regulated chromatin features.


Nature | 2014

Conservation of trans-acting circuitry during mammalian regulatory evolution

Andrew B. Stergachis; Shane Neph; Richard Sandstrom; Eric Haugen; Alex Reynolds; Miaohua Zhang; Rachel Byron; Theresa K. Canfield; Sandra Stelhing-Sun; Kristen Lee; Robert E. Thurman; Shinny Vong; Daniel Bates; Fidencio Neri; Morgan Diegel; Erika Giste; Douglas Dunn; Jeff Vierstra; R. Scott Hansen; Audra K. Johnson; Peter J. Sabo; Matthew S. Wilken; Thomas A. Reh; Piper M. Treuting; Rajinder Kaul; Mark Groudine; Michael Bender; Elhanan Borenstein; John A. Stamatoyannopoulos

The basic body plan and major physiological axes have been highly conserved during mammalian evolution, yet only a small fraction of the human genome sequence appears to be subject to evolutionary constraint. To quantify cis- versus trans-acting contributions to mammalian regulatory evolution, we performed genomic DNase I footprinting of the mouse genome across 25 cell and tissue types, collectively defining ∼8.6 million transcription factor (TF) occupancy sites at nucleotide resolution. Here we show that mouse TF footprints conjointly encode a regulatory lexicon that is ∼95% similar with that derived from human TF footprints. However, only ∼20% of mouse TF footprints have human orthologues. Despite substantial turnover of the cis-regulatory landscape, nearly half of all pairwise regulatory interactions connecting mouse TF genes have been maintained in orthologous human cell types through evolutionary innovation of TF recognition sequences. Furthermore, the higher-level organization of mouse TF-to-TF connections into cellular network architectures is nearly identical with human. Our results indicate that evolutionary selection on mammalian gene regulation is targeted chiefly at the level of trans-regulatory circuitry, enabling and potentiating cis-regulatory plasticity.


Science | 2014

Mouse regulatory DNA landscapes reveal global principles of cis-regulatory evolution

Jeff Vierstra; Eric Rynes; Richard Sandstrom; Miaohua Zhang; Theresa K. Canfield; R. Scott Hansen; Sandra Stehling-Sun; Peter J. Sabo; Rachel Byron; Richard Humbert; Robert E. Thurman; Audra K. Johnson; Shinny Vong; Kristen Lee; Daniel Bates; Fidencio Neri; Morgan Diegel; Erika Giste; Eric Haugen; Douglas Dunn; Matthew S. Wilken; Steven Z. Josefowicz; Robert M. Samstein; Kai Hsin Chang; Evan E. Eichler; Marella de Bruijn; Thomas A. Reh; Arthur I. Skoultchi; Alexander Y. Rudensky; Stuart H. Orkin

To study the evolutionary dynamics of regulatory DNA, we mapped >1.3 million deoxyribonuclease I–hypersensitive sites (DHSs) in 45 mouse cell and tissue types, and systematically compared these with human DHS maps from orthologous compartments. We found that the mouse and human genomes have undergone extensive cis-regulatory rewiring that combines branch-specific evolutionary innovation and loss with widespread repurposing of conserved DHSs to alternative cell fates, and that this process is mediated by turnover of transcription factor (TF) recognition elements. Despite pervasive evolutionary remodeling of the location and content of individual cis-regulatory regions, within orthologous mouse and human cell types the global fraction of regulatory DNA bases encoding recognition sites for each TF has been strictly conserved. Our findings provide new insights into the evolutionary forces shaping mammalian regulatory DNA landscapes. Mouse-to-human genomic comparisons illuminate conserved transcriptional programs despite regulatory rewiring. Rewiring the gene regulatory landscape DNAse I hypersensitive sites (DHSs) correlate with genomic locations that control where messenger RNA is to be produced. DHSs differ, depending on the cell type, developmental stage, and species. Viestra et al. compared mouse and human genome-wide DHS maps. Approximately one-third of the DHSs are conserved between the species, which separated approximately 550 million years ago. Most DHSs fell into tissue-specific cohorts; however, these were generally not conserved between the human and mouse. It seems that the majority of DHSs evolve because of changes in the sequence that gradually change how the region is regulated. Science, this issue p. 1007

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Kristen Lee

University of Washington

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Peter J. Sabo

University of Washington

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Hao Wang

University of Washington

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Erika Giste

University of Washington

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