Single molecule and single cell epigenomics.

Dynamically regulated changes in chromatin states are vital for normal development and can produce disease when they go awry. Accordingly, much effort has been devoted to characterizing these states under normal and pathological conditions. Chromatin immunoprecipitation followed by sequencing (ChIP-seq) is the most widely used method to characterize where in the genome transcription factors, modified histones, modified nucleotides and chromatin binding proteins are found; bisulfite sequencing (BS-seq) and its variants are commonly used to characterize the locations of DNA modifications. Though very powerful, these methods are not without limitations. Notably, they are best at characterizing one chromatin feature at a time, yet chromatin features arise and function in combination. Investigators commonly superimpose separate ChIP-seq or BS-seq datasets, and then infer where chromatin features are found together. While these inferences might be correct, they can be misleading when the chromatin source has distinct cell types, or when a given cell type exhibits any cell to cell variation in chromatin state. These ambiguities can be eliminated by robust methods that directly characterize the existence and genomic locations of combinations of chromatin features in very small inputs of cells or ideally, single cells. Here we review single molecule epigenomic methods under development to overcome these limitations, the technical challenges associated with single molecule methods and their potential application to single cells.

[1]  Peter J. Park,et al.  An assessment of histone-modification antibody quality , 2010, Nature Structural &Molecular Biology.

[2]  Ruiqiang Li,et al.  Single-cell RNA-Seq profiling of human preimplantation embryos and embryonic stem cells , 2013, Nature Structural &Molecular Biology.

[3]  R. Sandberg,et al.  Full-Length mRNA-Seq from single cell levels of RNA and individual circulating tumor cells , 2012, Nature Biotechnology.

[4]  E. Mardis ChIP-seq: welcome to the new frontier , 2007, Nature Methods.

[5]  I. Amit,et al.  High-throughput chromatin immunoprecipitation for genome-wide mapping of in vivo protein-DNA interactions and epigenomic states , 2013, Nature Protocols.

[6]  A. Németh,et al.  Single-molecule, genome-scale analyses of DNA modifications: exposing the epigenome with next-generation technologies. , 2012, Epigenomics.

[7]  Michael D. Wilson,et al.  ChIP-seq: using high-throughput sequencing to discover protein-DNA interactions. , 2009, Methods.

[8]  R. B. Medeiros Sequential chromatin immunoprecipitation assay and analysis. , 2011 .

[9]  Kejing Zhang,et al.  Dual-specificity histone demethylase KIAA1718 (KDM7A) regulates neural differentiation through FGF4 , 2010, Cell Research.

[10]  David R. Latulippe,et al.  Real-time analysis and selection of methylated DNA by fluorescence-activated single molecule sorting in a nanofluidic channel , 2012, Proceedings of the National Academy of Sciences.

[11]  Laura S. Shankman,et al.  Detection of Histone Modifications at Specific Gene Loci in Single Cells in Histological Sections , 2012, Nature Methods.

[12]  Jolene L. Johnson,et al.  Characterization of brightness and stoichiometry of bright particles by flow-fluorescence fluctuation spectroscopy. , 2010, Biophysical journal.

[13]  L. Bultot,et al.  Characterization and quality control of antibodies used in ChIP assays. , 2009, Methods in molecular biology.

[14]  Carlos A Aguilar,et al.  Micro- and nanoscale devices for the investigation of epigenetics and chromatin dynamics. , 2013, Nature nanotechnology.

[15]  A. Franke,et al.  DNA methylome analysis using short bisulfite sequencing data , 2012, Nature Methods.

[16]  W. Moerner,et al.  A Comparison of Through-the-Objective Total Internal Reflection Microscopy and Epifluorescence Microscopy for Single-Molecule Fluorescence Imaging , 2001 .

[17]  Stephen R. Quake,et al.  Genome-wide Single-Cell Analysis of Recombination Activity and De Novo Mutation Rates in Human Sperm , 2012, Cell.

[18]  P. Giresi,et al.  Isolation of active regulatory elements from eukaryotic chromatin using FAIRE (Formaldehyde Assisted Isolation of Regulatory Elements). , 2009, Methods.

[19]  S. Weiss,et al.  Detectors for single-molecule fluorescence imaging and spectroscopy , 2007, Journal of modern optics.

[20]  S. Turner,et al.  Zero-Mode Waveguides for Single-Molecule Analysis at High Concentrations , 2003, Science.

[21]  Thomas A. Milne,et al.  Recognition of a Mononucleosomal Histone Modification Pattern by BPTF via Multivalent Interactions , 2011, Cell.

[22]  C. Allis,et al.  Signaling to Chromatin through Histone Modifications , 2000, Cell.

[23]  A. Tanay,et al.  Single cell Hi-C reveals cell-to-cell variability in chromosome structure , 2013, Nature.

[24]  Timothy B. Stockwell,et al.  Nanoliter Reactors Improve Multiple Displacement Amplification of Genomes from Single Cells , 2007, PLoS genetics.

[25]  H. Craighead,et al.  Single-molecule analysis of combinatorial epigenomic states in normal and tumor cells , 2013, Proceedings of the National Academy of Sciences.

[26]  Christoph Bock,et al.  Sequential ChIP-bisulfite sequencing enables direct genome-scale investigation of chromatin and DNA methylation cross-talk , 2012, Genome research.

[27]  R. Sandberg,et al.  Single-Cell RNA-Seq Reveals Dynamic, Random Monoallelic Gene Expression in Mammalian Cells , 2014, Science.

[28]  M. Speicher,et al.  Comparative genomic hybridization, loss of heterozygosity, and DNA sequence analysis of single cells. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[29]  Mazhar Adli,et al.  Whole-genome chromatin profiling from limited numbers of cells using nano-ChIP-seq , 2011, Nature Protocols.

[30]  K. Struhl,et al.  Analysis of protein co-occupancy by quantitative sequential chromatin immunoprecipitation. , 2004, Current protocols in molecular biology.

[31]  Kazuki Kurimoto,et al.  Global single-cell cDNA amplification to provide a template for representative high-density oligonucleotide microarray analysis , 2007, Nature Protocols.

[32]  K. White,et al.  Renewable, recombinant antibodies to histone post-translational modifications , 2013, Nature Methods.

[33]  Shuang-fang Lim,et al.  Stretching chromatin through confinement. , 2009, Lab on a chip.

[34]  Ali Shilatifard,et al.  Transcriptional activation via sequential histone H2B ubiquitylation and deubiquitylation, mediated by SAGA-associated Ubp8. , 2003, Genes & development.

[35]  Christine P. Tan,et al.  S-1 Supporting Information : Single Molecule Epigenetic Analysis in a Nanofluidic Channel , 2009 .

[36]  Jacques Côté,et al.  Perceiving the epigenetic landscape through histone readers , 2012, Nature Structural &Molecular Biology.

[37]  C. Waddington,et al.  The strategy of the genes , 1957 .

[38]  P. Park,et al.  Design and analysis of ChIP-seq experiments for DNA-binding proteins , 2008, Nature Biotechnology.

[39]  Marc D. Perry,et al.  ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia , 2012, Genome research.

[40]  M. Visnapuu,et al.  Single-molecule imaging of DNA curtains reveals intrinsic energy landscapes for nucleosome deposition , 2009, Nature Structural &Molecular Biology.

[41]  Benjamin A. Garcia,et al.  Identification and interrogation of combinatorial histone modifications , 2013, Front. Genet..

[42]  Swee Jin Tan,et al.  A Microfluidic Device for Preparing Next Generation DNA Sequencing Libraries and for Automating Other Laboratory Protocols That Require One or More Column Chromatography Steps , 2013, PloS one.

[43]  T. Fujii,et al.  Nanofluidic single-molecule sorting of DNA: a new concept in separation and analysis of biomolecules towards ultimate level performance , 2010, Nanotechnology.

[44]  S. Balasubramanian,et al.  A screen for hydroxymethylcytosine and formylcytosine binding proteins suggests functions in transcription and chromatin regulation , 2013, Genome Biology.

[45]  Tao Liu,et al.  Computational methodology for ChIP-seq analysis , 2013, Quantitative Biology.

[46]  Benjamin A Garcia,et al.  Proteomic characterization of novel histone post-translational modifications , 2013, Epigenetics & Chromatin.

[47]  F. Miura,et al.  Amplification-free whole-genome bisulfite sequencing by post-bisulfite adaptor tagging , 2012, Nucleic acids research.

[48]  S. Kingsmore,et al.  Comprehensive human genome amplification using multiple displacement amplification , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[49]  Anthony A. Hyman,et al.  Stoichiometry of chromatin-associated protein complexes revealed by label-free quantitative mass spectrometry-based proteomics , 2012, Nucleic acids research.

[50]  R. Lasken,et al.  Genomic DNA Amplification from a Single Bacterium , 2005, Applied and Environmental Microbiology.

[51]  Brian Houck-Loomis,et al.  Accelerated Chromatin Biochemistry Using DNA-Barcoded Nucleosome Libraries , 2014, Nature Methods.

[52]  B. Franklin Pugh,et al.  High-Resolution Genome-wide Mapping of the Primary Structure of Chromatin , 2011, Cell.

[53]  Yang Shi,et al.  Enzymatic and structural insights for substrate specificity of a family of jumonji histone lysine demethylases , 2010, Nature Structural &Molecular Biology.

[54]  David R. Liu,et al.  Conversion of 5-Methylcytosine to 5- Hydroxymethylcytosine in Mammalian DNA by the MLL Partner TET1 , 2009 .

[55]  Shuang-fang Lim,et al.  DNA methylation profiling in nanochannels. , 2011, Biomicrofluidics.

[56]  Benjamin A. Garcia,et al.  Combinatorial profiling of chromatin-binding modules reveals multi-site discrimination , 2009, Nature chemical biology.

[57]  G. Hon,et al.  Base-Resolution Analysis of 5-Hydroxymethylcytosine in the Mammalian Genome , 2012, Cell.

[58]  I. Talianidis,et al.  Coordination of PIC Assembly and Chromatin Remodeling During Differentiation-Induced Gene Activation , 2002, Science.

[59]  O. Stegle,et al.  Single-Cell Genome-Wide Bisulfite Sequencing for Assessing Epigenetic Heterogeneity , 2014, Nature Methods.

[60]  Li Wang,et al.  Single-tube linear DNA amplification (LinDA) for robust ChIP-seq , 2011, Nature Methods.

[61]  R. Lister,et al.  Highly Integrated Single-Base Resolution Maps of the Epigenome in Arabidopsis , 2008, Cell.

[62]  F. Tang,et al.  Single-cell methylome landscapes of mouse embryonic stem cells and early embryos analyzed using reduced representation bisulfite sequencing , 2013, Genome research.

[63]  Heike Brand,et al.  Estrogen Receptor-α Directs Ordered, Cyclical, and Combinatorial Recruitment of Cofactors on a Natural Target Promoter , 2003, Cell.

[64]  Donald E. Olins,et al.  Spheroid Chromatin Units (ν Bodies) , 1974, Science.

[65]  P. Wade,et al.  MBD family proteins: reading the epigenetic code , 2006, Journal of Cell Science.

[66]  A. V. van Kuilenburg,et al.  Histone deacetylases (HDACs): characterization of the classical HDAC family. , 2003, The Biochemical journal.

[67]  Klaus Schulten,et al.  Detection and Quantification of Methylation in DNA using Solid-State Nanopores , 2013, Scientific Reports.

[68]  A. Meixner,et al.  Dynamics of single dye molecules observed by confocal imaging and spectroscopy. , 1999, Cytometry.

[69]  P. Park ChIP–seq: advantages and challenges of a maturing technology , 2009, Nature Reviews Genetics.

[70]  M. Snyder,et al.  ChIP-Seq using high-throughput DNA sequencing for genome-wide identification of transcription factor binding sites. , 2010, Methods in enzymology.

[71]  J. Lippincott-Schwartz,et al.  Imaging Intracellular Fluorescent Proteins at Nanometer Resolution , 2006, Science.

[72]  Neil L Kelleher,et al.  Pervasive combinatorial modification of histone H3 in human cells , 2007, Nature Methods.

[73]  Y. Hiraoka,et al.  Non-destructive handling of individual chromatin fibers isolated from single cells in a microfluidic device utilizing an optically driven microtool. , 2014, Lab on a chip.

[74]  A. Bird,et al.  Engineering a high-affinity methyl-CpG-binding protein , 2006, Nucleic acids research.

[75]  Shohei Koide,et al.  Broad ranges of affinity and specificity of anti-histone antibodies revealed by a quantitative peptide immunoprecipitation assay. , 2012, Journal of molecular biology.

[76]  Yasuyuki Ohkawa,et al.  A co-localization model of paired ChIP-seq data using a large ENCODE data set enables comparison of multiple samples , 2012, Nucleic acids research.

[77]  Timothy J. Durham,et al.  Combinatorial Patterning of Chromatin Regulators Uncovered by Genome-wide Location Analysis in Human Cells , 2011, Cell.

[78]  Tyson A. Clark,et al.  Direct detection of DNA methylation during single-molecule, real-time sequencing , 2010, Nature Methods.

[79]  Catalin C. Barbacioru,et al.  Tracing the Derivation of Embryonic Stem Cells from the Inner Cell Mass by Single-Cell RNA-Seq Analysis , 2010, Cell stem cell.

[80]  Åsa K. Björklund,et al.  Smart-seq2 for sensitive full-length transcriptome profiling in single cells , 2013, Nature Methods.

[81]  P. Chambon,et al.  In vivo activation of PPAR target genes by RXR homodimers , 2004, The EMBO journal.

[82]  Kairong Cui,et al.  H3.3/H2A.Z double variant-containing nucleosomes mark ‘nucleosome-free regions’ of active promoters and other regulatory regions in the human genome , 2009, Nature Genetics.

[83]  Lianna Johnson,et al.  Mass spectrometry analysis of Arabidopsis histone H3 reveals distinct combinations of post-translational modifications. , 2004, Nucleic acids research.

[84]  Shankar Balasubramanian,et al.  Oxidative bisulfite sequencing of 5-methylcytosine and 5-hydroxymethylcytosine , 2013, Nature Protocols.

[85]  Huanming Yang,et al.  Single-Cell Exome Sequencing and Monoclonal Evolution of a JAK2-Negative Myeloproliferative Neoplasm , 2012, Cell.

[86]  M. Visnapuu,et al.  Visualizing one-dimensional diffusion of eukaryotic DNA repair factors along a chromatin lattice , 2010, Nature Structural &Molecular Biology.

[87]  T. Geng,et al.  Histone modification analysis by chromatin immunoprecipitation from a low number of cells on a microfluidic platform. , 2011, Lab on a chip.

[88]  X. Xie,et al.  Genome-Wide Detection of Single-Nucleotide and Copy-Number Variations of a Single Human Cell , 2012, Science.

[89]  Timothy J. Durham,et al.  Systematic analysis of chromatin state dynamics in nine human cell types , 2011, Nature.

[90]  R. Shoemaker,et al.  Library-free Methylation Sequencing with Bisulfite Padlock Probes , 2012, Nature Methods.

[91]  Ansel L. Blumers,et al.  Chromatin modification mapping in nanochannels. , 2013, Biomicrofluidics.

[92]  Howard Y. Chang,et al.  Transposition of native chromatin for fast and sensitive epigenomic profiling of open chromatin, DNA-binding proteins and nucleosome position , 2013, Nature Methods.

[93]  Axel Schumacher,et al.  A high-throughput DNA methylation analysis of a single cell , 2011, Nucleic acids research.

[94]  A. Fernandes,et al.  Side-by-Side Comparison of Five Commercial Media Systems in a Mouse Model: Suboptimal In Vitro Culture Interferes with Imprint Maintenance1 , 2010, Biology of reproduction.

[95]  Han Xu,et al.  Analysis of optimized DNase-seq reveals intrinsic bias in transcription factor footprint identification , 2013, Nature methods.

[96]  T. Hayamizu,et al.  Transcription Factor FoxA (HNF3) on a Nucleosome at an Enhancer Complex in Liver Chromatin* , 2001, The Journal of Biological Chemistry.

[97]  Christodoulos A Floudas,et al.  High Throughput Characterization of Combinatorial Histone Codes* , 2009, Molecular & Cellular Proteomics.

[98]  C. Plass,et al.  Mutations in regulators of the epigenome and their connections to global chromatin patterns in cancer , 2013, Nature Reviews Genetics.

[99]  R. Bashir,et al.  Nanopore sensors for nucleic acid analysis. , 2011, Nature nanotechnology.

[100]  Tyson A. Clark,et al.  Sensitive and specific single-molecule sequencing of 5-hydroxymethylcytosine , 2011, Nature Methods.

[101]  Howard Y. Chang,et al.  High throughput automated chromatin immunoprecipitation as a platform for drug screening and antibody validation. , 2012, Lab on a chip.

[102]  T. Hashimshony,et al.  CEL-Seq: single-cell RNA-Seq by multiplexed linear amplification. , 2012, Cell reports.

[103]  David A Weitz,et al.  DNA sequence analysis with droplet-based microfluidics. , 2013, Lab on a chip.

[104]  S. Clark,et al.  Detection and measurement of PCR bias in quantitative methylation analysis of bisulphite-treated DNA. , 1997, Nucleic acids research.

[105]  Ian M. Fingerman,et al.  One-pot shotgun quantitative mass spectrometry characterization of histones. , 2009, Journal of proteome research.

[106]  R. Blumenthal,et al.  Mammalian DNA methyltransferases: a structural perspective. , 2008, Structure.

[107]  Colin A. Johnson,et al.  Transcriptional repression by the methyl-CpG-binding protein MeCP2 involves a histone deacetylase complex , 1998, Nature.

[108]  Steven A. Soper,et al.  Charge-coupled device operated in a time-delayed integration mode as an approach to high-throughput flow-based single molecule analysis. , 2008, Analytical chemistry.

[109]  M. Furlan-Magaril,et al.  Sequential chromatin immunoprecipitation protocol: ChIP-reChIP. , 2009, Methods in molecular biology.

[110]  A. Rechtsteiner,et al.  Broad chromosomal domains of histone modification patterns in C. elegans. , 2011, Genome research.

[111]  H. Bayley,et al.  Identification of epigenetic DNA modifications with a protein nanopore. , 2010, Chemical communications.

[112]  D. Weitz,et al.  Droplet microfluidics for high-throughput biological assays. , 2012, Lab on a chip.

[113]  S. Takayama,et al.  Nanoscale squeezing in elastomeric nanochannels for single chromatin linearization. , 2012, Nano letters.

[114]  H. Craighead,et al.  Ordered arrays of native chromatin molecules for high-resolution imaging and analysis. , 2012, ACS nano.

[115]  M. Niederweis,et al.  Reading DNA at single-nucleotide resolution with a mutant MspA nanopore and phi29 DNA polymerase , 2012, Nature Biotechnology.

[116]  John B. Shoven,et al.  I , Edinburgh Medical and Surgical Journal.

[117]  A. Regev,et al.  Chromatin profiling by directly sequencing small quantities of immunoprecipitated DNA , 2010, Nature Methods.

[118]  Catalin C. Barbacioru,et al.  mRNA-Seq whole-transcriptome analysis of a single cell , 2009, Nature Methods.

[119]  Mari-Liis Visnapuu,et al.  DNA curtains for high-throughput single-molecule optical imaging. , 2010, Methods in enzymology.

[120]  Michael J Rust,et al.  Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (STORM) , 2006, Nature Methods.

[121]  W. Bickmore,et al.  Single-Cell Dynamics of Genome-Nuclear Lamina Interactions , 2013, Cell.

[122]  Zachary D. Smith,et al.  Preparation of reduced representation bisulfite sequencing libraries for genome-scale DNA methylation profiling , 2011, Nature Protocols.

[123]  Yang Wang,et al.  Tet-Mediated Formation of 5-Carboxylcytosine and Its Excision by TDG in Mammalian DNA , 2011, Science.

[124]  Joseph B Hiatt,et al.  Automated microfluidic chromatin immunoprecipitation from 2,000 cells. , 2009, Lab on a chip.

[125]  Veit Schwämmle,et al.  Precision mapping of coexisting modifications in histone H3 tails from embryonic stem cells by ETD-MS/MS. , 2013, Analytical chemistry.

[126]  Eugenia G. Giannopoulou,et al.  Inferring chromatin-bound protein complexes from genome-wide binding assays , 2013, Genome research.

[127]  Jerry L. Workman,et al.  Histone acetyltransferase complexes: one size doesn't fit all , 2007, Nature Reviews Molecular Cell Biology.

[128]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[129]  Andrew C. Adey,et al.  Rapid, low-input, low-bias construction of shotgun fragment libraries by high-density in vitro transposition , 2010, Genome Biology.

[130]  T. Mikkelsen,et al.  Genome-scale DNA methylation maps of pluripotent and differentiated cells , 2008, Nature.

[131]  D. Patel,et al.  Readout of epigenetic modifications. , 2013, Annual review of biochemistry.

[132]  Peter A. Jones Functions of DNA methylation: islands, start sites, gene bodies and beyond , 2012, Nature Reviews Genetics.

[133]  Michael L. Klein,et al.  Discrimination of methylcytosine from hydroxymethylcytosine in DNA molecules. , 2011, Journal of the American Chemical Society.

[134]  Dustin E. Schones,et al.  High-Resolution Profiling of Histone Methylations in the Human Genome , 2007, Cell.

[135]  Anders Kristensen,et al.  Nanofluidic devices towards single DNA molecule sequence mapping , 2012, Journal of biophotonics.

[136]  E. Shapiro,et al.  Single-cell sequencing-based technologies will revolutionize whole-organism science , 2013, Nature Reviews Genetics.

[137]  C. Allis,et al.  The language of covalent histone modifications , 2000, Nature.

[138]  Chuan He,et al.  Tet Proteins Can Convert 5-Methylcytosine to 5-Formylcytosine and 5-Carboxylcytosine , 2011, Science.

[139]  Svend K. Petersen-Mahrt,et al.  5-Methylcytosine DNA demethylation: more than losing a methyl group. , 2012, Annual review of genetics.

[140]  Benjamin A. Garcia,et al.  Asymmetrically Modified Nucleosomes , 2012, Cell.

[141]  R. Rigler,et al.  Fluorescence correlation spectroscopy with high count rate and low background: analysis of translational diffusion , 1993, European Biophysics Journal.

[142]  D. Weitz,et al.  Sorting drops and cells with acoustics: acoustic microfluidic fluorescence-activated cell sorter. , 2014, Lab on a chip.

[143]  E. Greene,et al.  DNA curtains: novel tools for imaging protein-nucleic acid interactions at the single-molecule level. , 2014, Methods in cell biology.

[144]  Richard A. Keller,et al.  Molecular Shot Noise, Burst Size Distribution, and Single-Molecule Detection in Fluid Flow: Effects of Multiple Occupancy , 1998 .

[145]  S. Takayama,et al.  Micro- and nanofluidic technologies for epigenetic profiling. , 2013, Biomicrofluidics.

[146]  Zhike Lu,et al.  Identification of 67 Histone Marks and Histone Lysine Crotonylation as a New Type of Histone Modification , 2011, Cell.

[147]  K. Helin,et al.  Visualization of multivalent histone modification in a single cell reveals highly concerted epigenetic changes on differentiation of embryonic stem cells , 2013, Nucleic acids research.

[148]  Kristian Helin,et al.  Molecular mechanisms and potential functions of histone demethylases , 2012, Nature Reviews Molecular Cell Biology.

[149]  Raymond K. Auerbach,et al.  Mapping accessible chromatin regions using Sono-Seq , 2009, Proceedings of the National Academy of Sciences.

[150]  Norman J. Dovichi,et al.  Combating PCR Bias in Bisulfite-Based Cytosine Methylation Analysis. Betaine-Modified Cytosine Deamination PCR , 1998 .

[151]  Stephen R Quake,et al.  Single-Cell DNA-Methylation Analysis Reveals Epigenetic Chimerism in Preimplantation Embryos , 2013, Science.

[152]  S. Weiss,et al.  Toward single-molecule optical mapping of the epigenome. , 2014, ACS nano.

[153]  Ali Shilatifard,et al.  Chromatin modifications by methylation and ubiquitination: implications in the regulation of gene expression. , 2006, Annual review of biochemistry.

[154]  C. Dekker,et al.  Detection of nucleosomal substructures using solid-state nanopores. , 2012, Nano letters.

[155]  S. Balasubramanian,et al.  Quantitative Sequencing of 5-Methylcytosine and 5-Hydroxymethylcytosine at Single-Base Resolution , 2012, Science.

[156]  S. Quake,et al.  Single-Molecule DNA Sequencing of a Viral Genome , 2008, Science.

[157]  K. Zhao,et al.  ChIP-Seq: technical considerations for obtaining high-quality data , 2011, Nature Immunology.

[158]  J. Rihel,et al.  Single-Cell Transcriptional Analysis of Neuronal Progenitors , 2003, Neuron.

[159]  Lovelace J. Luquette,et al.  Comprehensive analysis of the chromatin landscape in Drosophila , 2010, Nature.

[160]  Andrew C. Adey,et al.  Ultra-low-input, tagmentation-based whole-genome bisulfite sequencing , 2012, Genome research.

[161]  D. Reinberg,et al.  The Dermatomyositis-Specific Autoantigen Mi2 Is a Component of a Complex Containing Histone Deacetylase and Nucleosome Remodeling Activities , 1998, Cell.

[162]  James A. Cuff,et al.  A Bivalent Chromatin Structure Marks Key Developmental Genes in Embryonic Stem Cells , 2006, Cell.

[163]  A. van den Berg,et al.  High-yield cell ordering and deterministic cell-in-droplet encapsulation using Dean flow in a curved microchannel. , 2012, Lab on a chip.

[164]  H. Rigneault,et al.  Photonic Methods to Enhance Fluorescence Correlation Spectroscopy and Single Molecule Fluorescence Detection , 2010, International journal of molecular sciences.

[165]  David R. Latulippe,et al.  Microfluidic extraction, stretching and analysis of human chromosomal DNA from single cells. , 2012, Lab on a chip.

[166]  I. Derrington,et al.  Detection and mapping of 5-methylcytosine and 5-hydroxymethylcytosine with nanopore MspA , 2013, Proceedings of the National Academy of Sciences.

[167]  Y. Schwartz,et al.  A new world of Polycombs: unexpected partnerships and emerging functions , 2013, Nature Reviews Genetics.

[168]  Mazhar Adli,et al.  Genome-wide chromatin maps derived from limited numbers of hematopoietic progenitors , 2010, Nature Methods.

[169]  B R Masters,et al.  Two-photon excitation fluorescence microscopy. , 2000, Annual review of biomedical engineering.

[170]  Roland Eils,et al.  Tagmentation-based whole-genome bisulfite sequencing , 2013, Nature Protocols.

[171]  K. Struhl,et al.  Hog1 kinase converts the Sko1-Cyc8-Tup1 repressor complex into an activator that recruits SAGA and SWI/SNF in response to osmotic stress. , 2002, Molecular cell.

[172]  Mark Akeson,et al.  Automated Forward and Reverse Ratcheting of DNA in a Nanopore at Five Angstrom Precision1 , 2012, Nature Biotechnology.