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  1. ...for Biotechnology, Huntsville, Alabama 35806, USA; 6Department of Medicine, Division of Endocrinology & Metabolism, University of California San Diego, La Jolla, California 92093, USA Corresponding author: agoren@ucsd.eduAbstractChromatin immunoprecipitation followed by sequencing (ChIP-seq) is widely used to study...
  2. ...literature-sourced data, motivating our use of the stringent approach for peak calling promoted by ENCODE. Peaks were assigned to genes using a continuous scoring metric (from here referred to as the binding score; see Methods), and the ChIP-seq data were thus represented and analyzed as gene...
  3. ...immunoprecipitation with high-throughput sequencing to quantify the -wide binding patterns of any molecule that associates with the DNA. Apart from large-scale efforts, such as the ENCODE Project in which ChIP-seq was used to systematically map the binding patterns of many transcription factors (TFs) (The ENCODE...
  4. ...than running a peak caller and IDR (https://www.encodeproject.org/chip-seq/transcription_factor/). If we simply run SPP followed by IDR, the improvements of our algorithm are even larger, since this approach produced 29.5% of regions reported by only one laboratory (Supplemental Fig. S3C). Figure 4...
  5. ..., for instance, pRSEM has utilized the ENCODE standard protocol (SPP peak caller and IDR pipeline) (Landt et al. 2012) to obtain Pol II peaks (and signals, depending on the partition model). Precomputed ChIP-seq peaks can also be provided to pRSEM to speed up the process. In the second step, a training set...
  6. ...(ChIP-seq) is one of the most widely used and powerful methods for mapping regulatory elements and analyzing transcription factor (TF) function (The ENCODE Project Consortium 2007, 2012; Johnson et al. 2007). However, the measurement of -wide TF binding requires high-quality, validated antibodies...
  7. ...binding sites in ChIP-seq experiments. BMC Genomics 10: 618. Landt SG, Marinov GK, Kundaje A, Kheradpour P, Pauli F, Batzoglou S, Bernstein BE, Bickel P, Brown JB, Cayting P, et al. 2012. ChIP-seq guidelines and practices of the ENCODE andmod...
  8. ...Decoding ChIP-seq with a double-binding signal refines binding peaks to single-nucleotides and predicts cooperative interaction Antonio L.C. Gomes 1 , Thomas Abeel 2 , 5 , Matthew Peterson 3 , Elham Azizi 1 , Anna Lyubetskaya 1...
  9. .../brown.edu/bioinformatics-in-biomed/ spp-r-from-chip-seq) (Kharchenko et al. 2008). The samples, referred to as RPB2_95 and RPB2_90 (see Table 1), contained different percentages of human chromatin (which was managed in the analysis by the species-specific scaling) (step 2 in Fig. 2) but otherwise were derived from the same batch...
  10. ...flanked regions; [light green] peaks that do not overlap H3K4me1-flanked regions). Data for Heart (C57bl/6 mouse tissue taken at 8 wk), mES (Mouse ES-Bruce 4), and GM12878 generated by ENCODE and modENCODE consortia. (B) Average number ChIP-seq reads per peak for Pol2 (top row), H3K4me3 (middle row...
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