Patrick Boyle
Broad Institute
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Publication
Featured researches published by Patrick Boyle.
Nature Protocols | 2011
Hongcang Gu; Zachary D. Smith; Christoph Bock; Patrick Boyle; Andreas Gnirke; Alexander Meissner
Genome-wide mapping of 5-methylcytosine is of broad interest to many fields of biology and medicine. A variety of methods have been developed, and several have recently been advanced to genome-wide scale using arrays and next-generation sequencing approaches. We have previously reported reduced representation bisulfite sequencing (RRBS), a bisulfite-based protocol that enriches CG-rich parts of the genome, thereby reducing the amount of sequencing required while capturing the majority of promoters and other relevant genomic regions. The approach provides single-nucleotide resolution, is highly sensitive and provides quantitative DNA methylation measurements. This protocol should enable any standard molecular biology laboratory to generate RRBS libraries of high quality. Briefly, purified genomic DNA is digested by the methylation-insensitive restriction enzyme MspI to generate short fragments that contain CpG dinucleotides at the ends. After end-repair, A-tailing and ligation to methylated Illumina adapters, the CpG-rich DNA fragments (40–220 bp) are size selected, subjected to bisulfite conversion, PCR amplified and end sequenced on an Illumina Genome Analyzer. Note that alignment and analysis of RRBS sequencing reads are not covered in this protocol. The extremely low input requirements (10–300 ng), the applicability of the protocol to formalin-fixed and paraffin-embedded samples, and the techniques single-nucleotide resolution extends RRBS to a wide range of biological and clinical samples and research applications. The entire process of RRBS library construction takes ∼9 d.
PLOS Genetics | 2011
Michael J. Ziller; Fabian Müller; Jing Liao; Yingying Zhang; Hongcang Gu; Christoph Bock; Patrick Boyle; Charles B. Epstein; Bradley E. Bernstein; Thomas Lengauer; Andreas Gnirke; Alexander Meissner
DNA methylation plays an important role in development and disease. The primary sites of DNA methylation in vertebrates are cytosines in the CpG dinucleotide context, which account for roughly three quarters of the total DNA methylation content in human and mouse cells. While the genomic distribution, inter-individual stability, and functional role of CpG methylation are reasonably well understood, little is known about DNA methylation targeting CpA, CpT, and CpC (non-CpG) dinucleotides. Here we report a comprehensive analysis of non-CpG methylation in 76 genome-scale DNA methylation maps across pluripotent and differentiated human cell types. We confirm non-CpG methylation to be predominantly present in pluripotent cell types and observe a decrease upon differentiation and near complete absence in various somatic cell types. Although no function has been assigned to it in pluripotency, our data highlight that non-CpG methylation patterns reappear upon iPS cell reprogramming. Intriguingly, the patterns are highly variable and show little conservation between different pluripotent cell lines. We find a strong correlation of non-CpG methylation and DNMT3 expression levels while showing statistical independence of non-CpG methylation from pluripotency associated gene expression. In line with these findings, we show that knockdown of DNMTA and DNMT3B in hESCs results in a global reduction of non-CpG methylation. Finally, non-CpG methylation appears to be spatially correlated with CpG methylation. In summary these results contribute further to our understanding of cytosine methylation patterns in human cells using a large representative sample set.
Molecular Cell | 2012
Christoph Bock; Isabel Beerman; Wen-Hui Lien; Zachary D. Smith; Hongcang Gu; Patrick Boyle; Andreas Gnirke; Elaine Fuchs; Derrick J. Rossi; Alexander Meissner
DNA methylation is a mechanism of epigenetic regulation that is common to all vertebrates. Functional studies underscore its relevance for tissue homeostasis, but the global dynamics of DNA methylation during in vivo differentiation remain underexplored. Here we report high-resolution DNA methylation maps of adult stem cell differentiation in mouse, focusing on 19 purified cell populations of the blood and skin lineages. DNA methylation changes were locus specific and relatively modest in magnitude. They frequently overlapped with lineage-associated transcription factors and their binding sites, suggesting that DNA methylation may protect cells from aberrant transcription factor activation. DNA methylation and gene expression provided complementary information, and combining the two enabled us to infer the cellular differentiation hierarchy of the blood lineage directly from genome-scale data. In summary, these results demonstrate that in vivo differentiation of adult stem cells is associated with small but informative changes in the genomic distribution of DNA methylation.
Cancer Cell | 2014
Dan A. Landau; Kendell Clement; Michael J. Ziller; Patrick Boyle; Jean Fan; Hongcang Gu; Kristen E. Stevenson; Carrie Sougnez; Lili Wang; Shuqiang Li; Dylan Kotliar; Wandi Zhang; Mahmoud Ghandi; Levi A. Garraway; Stacey M. Fernandes; Kenneth J. Livak; Stacey Gabriel; Andreas Gnirke; Eric S. Lander; Jennifer R. Brown; Donna Neuberg; Peter V. Kharchenko; Nir Hacohen; Gad Getz; Alexander Meissner; Catherine J. Wu
Intratumoral heterogeneity plays a critical role in tumor evolution. To define the contribution of DNA methylation to heterogeneity within tumors, we performed genome-scale bisulfite sequencing of 104 primary chronic lymphocytic leukemias (CLLs). Compared with 26 normal B cell samples, CLLs consistently displayed higher intrasample variability of DNA methylation patterns across the genome, which appears to arise from stochastically disordered methylation in malignant cells. Transcriptome analysis of bulk and single CLL cells revealed that methylation disorder was linked to low-level expression. Disordered methylation was further associated with adverse clinical outcome. We therefore propose that disordered methylation plays a similar role to that of genetic instability, enhancing the ability of cancer cells to search for superior evolutionary trajectories.
Genome Biology | 2012
Patrick Boyle; Kendell Clement; Hongcang Gu; Zachary D. Smith; Michael J. Ziller; Jennifer L. Fostel; Laurie Holmes; Jim Meldrim; Fontina Kelley; Andreas Gnirke; Alexander Meissner
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.
Science | 2011
Jeffrey R. Shearstone; Ramona Pop; Christoph Bock; Patrick Boyle; Alexander Meissner; Merav Socolovsky
Erythroblasts undergoing differentiation into red cells lose one-third of DNA methylation marks at nearly all genomic loci. In the mammalian genome, 5′-CpG-3′ dinucleotides are frequently methylated, correlating with transcriptional silencing. Genome-wide demethylation is thought to occur only twice during development, in primordial germ cells and in the pre-implantation embryo. These demethylation events are followed by de novo methylation, setting up a pattern inherited throughout development and modified only at tissue-specific loci. We studied DNA methylation in differentiating mouse erythroblasts in vivo by using genomic-scale reduced representation bisulfite sequencing (RRBS). Demethylation at the erythroid-specific β-globin locus was coincident with global DNA demethylation at most genomic elements. Global demethylation was continuous throughout differentiation and required rapid DNA replication. Hence, DNA demethylation can occur globally during somatic cell differentiation, providing an experimental model for its study in development and disease.
Cell Stem Cell | 2017
Jiho Choi; Kendell Clement; Aaron J. Huebner; Jamie Webster; Christopher M. Rose; Justin Brumbaugh; Ryan M. Walsh; Soohyun Lee; Andrej J. Savol; Jean-Pierre Etchegaray; Hongcang Gu; Patrick Boyle; Ulrich Elling; Raul Mostoslavsky; Ruslan I. Sadreyev; Peter J. Park; Steven P. Gygi; Alexander Meissner
Blastocyst-derived embryonic stem cells (ESCs) and gonad-derived embryonic germ cells (EGCs) represent two classic types of pluripotent cell lines, yet their molecular equivalence remains incompletely understood. Here, we compare genome-wide methylation patterns between isogenic ESC and EGC lines to define epigenetic similarities and differences. Surprisingly, we find that sex rather than cell type drives methylation patterns in ESCs and EGCs. Cell fusion experiments further reveal that the ratio of X chromosomes to autosomes dictates methylation levels, with female hybrids being hypomethylated and male hybrids being hypermethylated. We show that the X-linked MAPK phosphatase DUSP9 is upregulated in female compared to male ESCs, and its heterozygous loss in female ESCs leads to male-like methylation levels. However, male and female blastocysts are similarly hypomethylated, indicating that sex-specific methylation differences arise in culture. Collectively, our data demonstrate the epigenetic similarity of sex-matched ESCs and EGCs and identify DUSP9 as a regulator of female-specific hypomethylation.
Stem cell reports | 2013
Yonatan Stelzer; Daniel Ronen; Christoph Bock; Patrick Boyle; Alexander Meissner; Nissim Benvenisty
Parental imprinting is an epigenetic phenomenon by which genes are expressed in a monoallelic fashion, according to their parent of origin. DNA methylation is considered the hallmark mechanism regulating parental imprinting. To identify imprinted differentially methylated regions (DMRs), we compared the DNA methylation status between multiple normal and parthenogenetic human pluripotent stem cells (PSCs) by performing reduced representation bisulfite sequencing. Our analysis identified over 20 previously unknown imprinted DMRs in addition to the known DMRs. These include DMRs in loci associated with human disorders, and a class of intergenic DMRs that do not seem to be related to gene expression. Furthermore, the study showed some DMRs to be unstable, liable to differentiation or reprogramming. A comprehensive comparison between mouse and human DMRs identified almost half of the imprinted DMRs to be species specific. Taken together, our data map novel DMRs in the human genome, their evolutionary conservation, and relation to gene expression.
Leukemia | 2015
Ann Dahlberg; Sangsoon Woo; Colleen Delaney; Patrick Boyle; Andreas Gnirke; Christoph Bock; Bradley E. Bernstein; Alexander Meissner; Raphael Gottardo; Irwin D. Bernstein
Notch-mediated expansion of cord blood progenitors: maintenance of transcriptional and epigenetic fidelity
BMC Genomics | 2013
Sarah R. Herlofsen; Jan Christian Bryne; Torill Høiby; Wang L; Robbyn Issner; Xiaolan Zhang; Michael J. Coyne; Patrick Boyle; Hongcang Gu; Leonardo A. Meza-Zepeda; Philippe Collas; Tarjei S. Mikkelsen; Jan E. Brinchmann