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Dive into the research topics where William J. Greenleaf is active.

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Featured researches published by William J. Greenleaf.


Nature Methods | 2013

Transposition of native chromatin for fast and sensitive epigenomic profiling of open chromatin, DNA-binding proteins and nucleosome position

Jason D. Buenrostro; Paul G. Giresi; Lisa C. Zaba; Howard Y. Chang; William J. Greenleaf

We describe an assay for transposase-accessible chromatin using sequencing (ATAC-seq), based on direct in vitro transposition of sequencing adaptors into native chromatin, as a rapid and sensitive method for integrative epigenomic analysis. ATAC-seq captures open chromatin sites using a simple two-step protocol with 500–50,000 cells and reveals the interplay between genomic locations of open chromatin, DNA-binding proteins, individual nucleosomes and chromatin compaction at nucleotide resolution. We discovered classes of DNA-binding factors that strictly avoided, could tolerate or tended to overlap with nucleosomes. Using ATAC-seq maps of human CD4+ T cells from a proband obtained on consecutive days, we demonstrated the feasibility of analyzing an individuals epigenome on a timescale compatible with clinical decision-making.


Nature | 2005

Direct observation of base-pair stepping by RNA polymerase

Elio A. Abbondanzieri; William J. Greenleaf; Joshua W. Shaevitz; Robert Landick; Steven M. Block

During transcription, RNA polymerase (RNAP) moves processively along a DNA template, creating a complementary RNA. Here we present the development of an ultra-stable optical trapping system with ångström-level resolution, which we used to monitor transcriptional elongation by single molecules of Escherichia coli RNAP. Records showed discrete steps averaging 3.7 ± 0.6 Å, a distance equivalent to the mean rise per base found in B-DNA. By combining our results with quantitative gel analysis, we conclude that RNAP advances along DNA by a single base pair per nucleotide addition to the nascent RNA. We also determined the force–velocity relationship for transcription at both saturating and sub-saturating nucleotide concentrations; fits to these data returned a characteristic distance parameter equivalent to one base pair. Global fits were inconsistent with a model for movement incorporating a power stroke tightly coupled to pyrophosphate release, but consistent with a brownian ratchet model incorporating a secondary NTP binding site.


Ultrasound in Medicine and Biology | 1998

Artificial Cavitation Nuclei Significantly Enhance Acoustically Induced Cell Transfection

William J. Greenleaf; Mark E. Bolander; Gobinda Sarkar; Mary B. Goldring; James F. Greenleaf

The efficiency of ultrasound-mediated gene transfection was enhanced three- to fourfold, compared to previous results, through the use of green fluorescent protein reporter gene, cultured immortalized human chondrocytes and artificial cavitation nuclei in the form of Albunex. Cells were exposed to 1.0-MHz ultrasound transmitted through the bottom of six-well culture plates containing immortalized chondrocytes, media, DNA at a concentration of 40 micrograms/mL and Albunex at 50 x 10(6) bubbles/mL. Transfection efficiency increased linearly with ultrasound exposure pressure with a transfection threshold observed at a spatial average peak positive pressure (SAPP) of 0.12 MPa and reaching about 50% of the living cells when exposed to 0.41 MPa SAPP for 20 s. Adding fresh Albunex at 50 x 10(6) bubbles/mL prior to sequential 1-s, 0.32- or 0.41-MPa exposures increased transfection with each exposure, reaching 43% transfection after four exposures. Efficient in vitro and in vivo transfection now appear possible with these enhancements.


Nature | 2015

Single-cell chromatin accessibility reveals principles of regulatory variation

Jason D. Buenrostro; Beijing Wu; Ulrike Litzenburger; Dave Ruff; Michael L. Gonzales; Michael Snyder; Howard Y. Chang; William J. Greenleaf

Cell-to-cell variation is a universal feature of life that affects a wide range of biological phenomena, from developmental plasticity to tumour heterogeneity. Although recent advances have improved our ability to document cellular phenotypic variation, the fundamental mechanisms that generate variability from identical DNA sequences remain elusive. Here we reveal the landscape and principles of mammalian DNA regulatory variation by developing a robust method for mapping the accessible genome of individual cells by assay for transposase-accessible chromatin using sequencing (ATAC-seq) integrated into a programmable microfluidics platform. Single-cell ATAC-seq (scATAC-seq) maps from hundreds of single cells in aggregate closely resemble accessibility profiles from tens of millions of cells and provide insights into cell-to-cell variation. Accessibility variance is systematically associated with specific trans-factors and cis-elements, and we discover combinations of trans-factors associated with either induction or suppression of cell-to-cell variability. We further identify sets of trans-factors associated with cell-type-specific accessibility variance across eight cell types. Targeted perturbations of cell cycle or transcription factor signalling evoke stimulus-specific changes in this observed variability. The pattern of accessibility variation in cis across the genome recapitulates chromosome compartments de novo, linking single-cell accessibility variation to three-dimensional genome organization. Single-cell analysis of DNA accessibility provides new insight into cellular variation of the ‘regulome’.


Science | 2008

Direct Observation of Hierarchical Folding in Single Riboswitch Aptamers

William J. Greenleaf; Kirsten L. Frieda; Daniel A. N. Foster; Michael T. Woodside; Steven M. Block

Riboswitches regulate genes through structural changes in ligand-binding RNA aptamers. With the use of an optical-trapping assay based on in situ transcription by a molecule of RNA polymerase, single nascent RNAs containing pbuE adenine riboswitch aptamers were unfolded and refolded. Multiple folding states were characterized by means of both force-extension curves and folding trajectories under constant force by measuring the molecular contour length, kinetics, and energetics with and without adenine. Distinct folding steps correlated with the formation of key secondary or tertiary structures and with ligand binding. Adenine-induced stabilization of the weakest helix in the aptamer, the mechanical switch underlying regulatory action, was observed directly. These results provide an integrated view of hierarchical folding in an aptamer, demonstrating how complex folding can be resolved into constituent parts, and supply further insights into tertiary structure formation.


Current protocols in molecular biology | 2015

ATAC‐seq: A Method for Assaying Chromatin Accessibility Genome‐Wide

Jason D. Buenrostro; Beijing Wu; Howard Y. Chang; William J. Greenleaf

This unit describes Assay for Transposase‐Accessible Chromatin with high‐throughput sequencing (ATAC‐seq), a method for mapping chromatin accessibility genome‐wide. This method probes DNA accessibility with hyperactive Tn5 transposase, which inserts sequencing adapters into accessible regions of chromatin. Sequencing reads can then be used to infer regions of increased accessibility, as well as to map regions of transcription‐factor binding and nucleosome position. The method is a fast and sensitive alternative to DNase‐seq for assaying chromatin accessibility genome‐wide, or to MNase‐seq for assaying nucleosome positions in accessible regions of the genome.


Annual Review of Biochemistry | 2008

Single-Molecule Studies of RNA Polymerase: Motoring Along

Kristina M. Herbert; William J. Greenleaf; Steven M. Block

Single-molecule techniques have advanced our understanding of transcription by RNA polymerase (RNAP). A new arsenal of approaches, including single-molecule fluorescence, atomic-force microscopy, magnetic tweezers, and optical traps (OTs) have been employed to probe the many facets of the transcription cycle. These approaches supply fresh insights into the means by which RNAP identifies a promoter, initiates transcription, translocates and pauses along the DNA template, proofreads errors, and ultimately terminates transcription. Results from single-molecule experiments complement the knowledge gained from biochemical and genetic assays by facilitating the observation of states that are otherwise obscured by ensemble averaging, such as those resulting from heterogeneity in molecular structure, elongation rate, or pause propensity. Most studies to date have been performed with bacterial RNAP, but work is also being carried out with eukaryotic polymerase (Pol II) and single-subunit polymerases from bacteriophages. We discuss recent progress achieved by single-molecule studies, highlighting some of the unresolved questions and ongoing debates.


American Journal of Human Genetics | 2013

Pulling out the 1%: whole-Genome capture for the targeted enrichment of ancient dna sequencing libraries

Meredith L. Carpenter; Jason D. Buenrostro; Cristina Valdiosera; Hannes Schroeder; Morten E. Allentoft; Martin Sikora; Morten Rasmussen; Simon Gravel; Sonia Guillén; Georgi Nekhrizov; Krasimir Leshtakov; Diana Dimitrova; Nikola Theodossiev; Davide Pettener; Donata Luiselli; Karla Sandoval; Andres Moreno-Estrada; Yingrui Li; Jun Wang; M. Thomas P. Gilbert; William J. Greenleaf; Carlos Bustamante

Most ancient specimens contain very low levels of endogenous DNA, precluding the shotgun sequencing of many interesting samples because of cost. Ancient DNA (aDNA) libraries often contain <1% endogenous DNA, with the majority of sequencing capacity taken up by environmental DNA. Here we present a capture-based method for enriching the endogenous component of aDNA sequencing libraries. By using biotinylated RNA baits transcribed from genomic DNA libraries, we are able to capture DNA fragments from across the human genome. We demonstrate this method on libraries created from four Iron Age and Bronze Age human teeth from Bulgaria, as well as bone samples from seven Peruvian mummies and a Bronze Age hair sample from Denmark. Prior to capture, shotgun sequencing of these libraries yielded an average of 1.2% of reads mapping to the human genome (including duplicates). After capture, this fraction increased substantially, with up to 59% of reads mapped to human and enrichment ranging from 6- to 159-fold. Furthermore, we maintained coverage of the majority of regions sequenced in the precapture library. Intersection with the 1000 Genomes Project reference panel yielded an average of 50,723 SNPs (range 3,062-147,243) for the postcapture libraries sequenced with 1 million reads, compared with 13,280 SNPs (range 217-73,266) for the precapture libraries, increasing resolution in population genetic analyses. Our whole-genome capture approach makes it less costly to sequence aDNA from specimens containing very low levels of endogenous DNA, enabling the analysis of larger numbers of samples.


Science | 2014

A pause sequence enriched at translation start sites drives transcription dynamics in vivo.

Matthew H. Larson; Rachel A. Mooney; Jason M. Peters; Tricia A. Windgassen; Dhananjaya Nayak; Carol A. Gross; Steven M. Block; William J. Greenleaf; Robert Landick; Jonathan S. Weissman

Transcription takes a pause to consider A short sequence in DNA causes RNA polymerase (RNAP) to pause at thousands of previously undocumented locations in the genome. Larson et al. mapped these pause sites at single-nucleotide resolution in vivo in actively growing bacteria. Transcriptional pausing can be critical for the regulation of gene expression, by allowing RNA folding events and in the recruitment of other transcription factors. Science, this issue p. 1042 A short sequence in DNA causes bacterial RNA polymerase to pause at thousands of locations in the genome. Transcription by RNA polymerase (RNAP) is interrupted by pauses that play diverse regulatory roles. Although individual pauses have been studied in vitro, the determinants of pauses in vivo and their distribution throughout the bacterial genome remain unknown. Using nascent transcript sequencing, we identified a 16-nucleotide consensus pause sequence in Escherichia coli that accounts for known regulatory pause sites as well as ~20,000 new in vivo pause sites. In vitro single-molecule and ensemble analyses demonstrate that these pauses result from RNAP–nucleic acid interactions that inhibit next-nucleotide addition. The consensus sequence also leads to pausing by RNAPs from diverse lineages and is enriched at translation start sites in both E. coli and Bacillus subtilis. Our results thus reveal a conserved mechanism unifying known and newly identified pause events.


Cell | 2008

Applied Force Reveals Mechanistic and Energetic Details of Transcription Termination

Matthew H. Larson; William J. Greenleaf; Robert Landick; Steven M. Block

Transcription termination by bacterial RNA polymerase (RNAP) occurs at sequences coding for a GC-rich RNA hairpin followed by a U-rich tract. We used single-molecule techniques to investigate the mechanism by which three representative terminators (his, t500, and tR2) destabilize the elongation complex (EC). For his and tR2 terminators, loads exerted to bias translocation did not affect termination efficiency (TE). However, the force-dependent kinetics of release and the force-dependent TE of a mutant imply a forward translocation mechanism for the t500 terminator. Tension on isolated U-tracts induced transcript release in a manner consistent with RNA:DNA hybrid shearing. We deduce that different mechanisms, involving hypertranslocation or shearing, operate at terminators with different U-tracts. Tension applied to RNA at terminators suggests that closure of the final 2-3 hairpin bases destabilizes the hybrid and that competing RNA structures modulate TE. We propose a quantitative, energetic model that predicts the behavior for these terminators and mutant variants.

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