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  1. No Access

    Article

    MIRA: joint regulatory modeling of multimodal expression and chromatin accessibility in single cells

    Rigorously comparing gene expression and chromatin accessibility in the same single cells could illuminate the logic of how coupling or decoupling of these mechanisms regulates fate commitment. Here we present...

    Allen W. Lynch, Christina V. Theodoris, Henry W. Long, Myles Brown in Nature Methods (2022)

  2. No Access

    Article

    CDK4/6 inhibition reprograms the breast cancer enhancer landscape by stimulating AP-1 transcriptional activity

    Pharmacologic inhibitors of cyclin-dependent kinases 4 and 6 (CDK4/6) were designed to induce cancer cell cycle arrest. Recent studies have suggested that these agents also exert other effects, influencing can...

    April C. Watt, Paloma Cejas, Molly J. DeCristo, Otto Metzger-Filho in Nature Cancer (2021)

  3. Article

    Cistrome Data Browser and Toolkit: analyzing human and mouse genomic data using compendia of ChIP-seq and chromatin accessibility data

    The Cistrome Data Browser (DB) at the website (cistrome.org/db) provides about 56,000 published human and mouse ChIP-seq, DNase-seq, and ATAC-seq chromatin profiles, which we have processed using uniform analy...

    Rongbin Zheng, **n Dong, Changxin Wan, **aoying Shi, **aoyan Zhang in Quantitative Biology (2020)

  4. Article

    Open Access

    Integrative analyses of single-cell transcriptome and regulome using MAESTRO

    We present Model-based AnalysEs of Transcriptome and RegulOme (MAESTRO), a comprehensive open-source computational workflow (http://github.com/liulab-dfci/MAESTRO)...

    Chenfei Wang, Dongqing Sun, **n Huang, Changxin Wan, Ziyi Li, Ya Han in Genome Biology (2020)

  5. Article

    Open Access

    Lisa: inferring transcriptional regulators through integrative modeling of public chromatin accessibility and ChIP-seq data

    We developed Lisa (http://lisa.cistrome.org/) to predict the transcriptional regulators (TRs) of differentially expressed or co-expressed gene sets. Based on the i...

    Qian Qin, **gyu Fan, Rongbin Zheng, Changxin Wan, Shenglin Mei, Qiu Wu in Genome Biology (2020)

  6. Article

    Open Access

    ChiLin: a comprehensive ChIP-seq and DNase-seq quality control and analysis pipeline

    Transcription factor binding, histone modification, and chromatin accessibility studies are important approaches to understanding the biology of gene regulation. ChIP-seq and DNase-seq have become the standard...

    Qian Qin, Shenglin Mei, Qiu Wu, Hanfei Sun, Lewyn Li, Len Taing in BMC Bioinformatics (2016)

  7. No Access

    Article

    Cyclin C is a haploinsufficient tumour suppressor

    Cyclin C was cloned as a growth-promoting G1 cyclin, and was also shown to regulate gene transcription. Here we report that in vivo cyclin C acts as a haploinsufficient tumour suppressor, by controlling Notch1 on...

    Na Li, Anne Fassl, Joel Chick, Hiroyuki Inuzuka, **aoyu Li in Nature Cell Biology (2014)

  8. Article

    Open Access

    MethylPurify: tumor purity deconvolution and differential methylation detection from single tumor DNA methylomes

    We propose a statistical algorithm MethylPurify that uses regions with bisulfite reads showing discordant methylation levels to infer tumor purity from tumor samples alone. MethylPurify can identify differenti...

    **aoqi Zheng, Qian Zhao, Hua-Jun Wu, Wei Li, Haiyun Wang in Genome Biology (2014)

  9. No Access

    Article

    Refined DNase-seq protocol and data analysis reveals intrinsic bias in transcription factor footprint identification

    Detailed analysis of DNase-seq protocols reveals the importance of choosing the right enzyme concentration and fragment length and cautions that many transcription factor footprints may represent cutting bias.

    Housheng Hansen He, Clifford A Meyer, Sheng'en Shawn Hu, Mei-Wei Chen in Nature Methods (2014)

  10. No Access

    Article

    Target analysis by integration of transcriptome and ChIP-seq data with BETA

    The combination of ChIP-seq and transcriptome analysis is a compelling approach to unravel the regulation of gene expression. Several recently published methods combine transcription factor (TF) binding and ge...

    Su Wang, Hanfei Sun, Jian Ma, Chongzhi Zang, Chenfei Wang, Juan Wang in Nature Protocols (2013)

  11. Article

    Open Access

    A systematic approach identifies FOXA1 as a key factor in the loss of epithelial traits during the epithelial-to-mesenchymal transition in lung cancer

    The epithelial-to-mesenchymal transition is an important mechanism in cancer metastasis. Although transcription factors including SNAIL, SLUG, and TWIST1 regulate the epithelial-to-mesenchymal transition, othe...

    Haiyun Wang, Clifford A Meyer, Teng Fei, Gang Wang, Fan Zhang in BMC Genomics (2013)

  12. Article

    Open Access

    A closer look into DNase I hypersensitivity

    Housheng Hansen He, Clifford A Meyer, Henry Long, X Shirley Liu in Epigenetics & Chromatin (2013)

  13. Article

    Open Access

    Cistrome: an integrative platform for transcriptional regulation studies

    The increasing volume of ChIP-chip and ChIP-seq data being generated creates a challenge for standard, integrative and reproducible bioinformatics data analysis platforms. We developed a web-based application ...

    Tao Liu, Jorge A Ortiz, Len Taing, Clifford A Meyer, Bernett Lee in Genome Biology (2011)

  14. No Access

    Article

    PKA-dependent regulation of the histone lysine demethylase complex PHF2–ARID5B

    Reversible histone methylation and demethylation are highly regulated processes that are crucial for chromatin reorganization and regulation of gene transcription in response to extracellular conditions. Howev...

    Atsushi Baba, Fumiaki Ohtake, Yosuke Okuno, Kenichi Yokota in Nature Cell Biology (2011)

  15. Article

    Open Access

    MM-ChIP enables integrative analysis of cross-platform and between-laboratory ChIP-chip or ChIP-seq data

    The ChIP-chip and ChIP-seq techniques enable genome-wide map** of in vivo protein-DNA interactions and chromatin states. The cross-platform and between-laboratory variation poses a challenge to the comparison a...

    Yiwen Chen, Clifford A Meyer, Tao Liu, Wei Li, Jun S Liu in Genome Biology (2011)

  16. No Access

    Protocol

    ChIP-Chip: Algorithms for Calling Binding Sites

    Genome-wide ChIP-chip assays of protein–DNA interactions yield large volumes of data requiring effective statistical analysis to obtain reliable results. Successful analysis methods need to be tailored to plat...

    X. Shirley Liu, Clifford A. Meyer in Microarray Analysis of the Physical Genome (2009)

  17. Article

    Open Access

    Model-based Analysis of ChIP-Seq (MACS)

    We present Model-based Analysis of ChIP-Seq data, MACS, which analyzes data generated by short read sequencers such as Solexa's Genome Analyzer. MACS empirically models the shift size of ChIP-Seq tags, and use...

    Yong Zhang, Tao Liu, Clifford A Meyer, Jérôme Eeckhoute, David S Johnson in Genome Biology (2008)

  18. Article

    Open Access

    Exon expression profiling reveals stimulus-mediated exon use in neural cells

    Neuronal cells respond to changes in intracellular calcium ([Ca2+]i) by affecting both the abundance and architecture of specific mRNAs. Although calcium-induced transcription and transcript variation have both b...

    Adrienne E McKee, Nicola Neretti, Luis E Carvalho, Clifford A Meyer in Genome Biology (2007)

  19. Article

    Open Access

    Genomic map** of RNA polymerase II reveals sites of co-transcriptional regulation in human cells

    Transcription by RNA polymerase II is regulated at many steps including initiation, promoter release, elongation and termination. Accumulation of RNA polymerase II at particular locations across genes can be i...

    Alexander S Brodsky, Clifford A Meyer, Ian A Swinburne, Giles Hall in Genome Biology (2005)