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Smith, Zachary

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Smith

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Zachary

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Smith, Zachary

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Now showing 1 - 3 of 3
  • Publication

    Genome-Scale DNA Methylation Mapping of Clinical Samples at Single-Nucleotide Resolution

    (Nature Publishing Group, 2010) Gu, Hongcang; Bock, Christoph; Mikkelsen, Tarjei S; Jäger, Natalie; Smith, Zachary; Tomazou, Eleni; Gnirke, Andreas; Lander, Eric; Meissner, Alexander

    Bisulfite sequencing measures absolute levels of DNA methylation at single-nucleotide resolution, providing a robust platform for molecular diagnostics. We optimized bisulfite sequencing for genome-scale analysis of clinical samples: here we outline how restriction digestion targets bisulfite sequencing to hotspots of epigenetic regulation and describe a statistical method for assessing significance of altered DNA methylation patterns. Thirty nanograms of DNA was sufficient for genome-scale analysis and our protocol worked well on formalin-fixed, paraffin-embedded samples.

  • Publication

    Epigenetic restriction of extraembryonic lineages mirrors the somatic transition to cancer

    (2017) Smith, Zachary; Shi, Jiantao; Gu, Hongcang; Donaghey, Julie; Clement, Kendell; Cacciarelli, Davide; Gnirke, Andreas; Michor, Franziska; Meissner, Alexander

    In mammals, the canonical somatic DNA methylation landscape is established upon specification of the embryo proper and subsequently disrupted within many cancer types1-4. However, the underlying mechanisms that direct this genome-scale transformation remain elusive, with no clear model for its systematic acquisition or potential developmental utility5,6. Here we analyzed global remethylation from the mouse preimplantation embryo into the early epiblast and extraembryonic ectoderm. We show that these two states acquire highly divergent genomic distributions with substantial disruption of bimodal, CpG density-dependent methylation in the placental progenitor7,8. The extraembryonic epigenome includes specific de novo methylation at hundreds of embryonically-protected CpG island promoters particularly those that are associated with key developmental regulators and orthologously methylated across most human cancer types9. Our data suggest that the evolutionary innovation of extraembryonic tissues may have required cooption of DNA methylation-based suppression as an alternative to the embryonically utilized Polycomb group proteins, which coordinate germlayer formation in response to extraembryonic cues10. Moreover, we establish that this decision is made deterministically downstream of promiscuously utilized, and frequently oncogenic, signaling pathways via a novel combination of epigenetic cofactors. Methylation of developmental gene promoters during tumorigenesis may therefore reflect the misappropriation of an innate trajectory and the spontaneous reacquisition of a latent, developmentally-encoded epigenetic landscape.

  • Publication

    Gel-free multiplexed reduced representation bisulfite sequencing for large-scale DNA methylation profiling

    (BioMed Central, 2012) Boyle, Patrick; Clement, Kendell; Gu, Hongcang; Smith, Zachary; Ziller, Michael; Fostel, Jennifer L; Holmes, Laurie; Meldrim, Jim; Kelley, Fontina; Gnirke, Andreas; Meissner, Alexander

    Sequencing-based approaches have led to new insights about DNA methylation. While many different techniques for genome-scale mapping of DNA methylation have been employed, throughput has been a key limitation for most. To further facilitate the mapping of DNA methylation, we describe a protocol for gel-free multiplexed reduced representation bisulfite sequencing (mRRBS) that reduces the workload dramatically and enables processing of 96 or more samples per week. mRRBS achieves similar CpG coverage to the original RRBS protocol, while the higher throughput and lower cost make it better suited for large-scale DNA methylation mapping studies, including cohorts of cancer samples.