RNF20-suppressed genes are associated with higher levels of H2Bub, H3K3me3, and H3K9/14Ac, higher Pol II occupancy, and compact chromatin. (A) Pattern of H2Bub distribution in HeLa cells on the three subgroups indicated by horizontal bars in Figure 1B, determined from high-throughput sequencing. For each gene, the number of sequence reads mapped to the vicinity of the TSS (10 kb upstream or downstream) was smoothed with a moving average of 300 bp. The smoothed data was averaged over RNF20-independent genes (black), RNF20-dependent genes (down-regulated in siRNF20, green) and RNF20-suppressed genes (up-regulated in siRNF20, red). Position 0 denotes the TSS. (B) Average values of expression and chromatin features in HeLa cells (siLacZ) for the subgroups indicated by horizontal bars in Figure 1B. Subgroups are designated as in A. Average expression in HeLa cells was calculated for each individual gene on the basis of the siLacZ microarrays in Figure 1A. The open chromatin score of each gene was defined by the closest genomic position assayed in the microarrays of Gilbert et al. (2004). All other chromatin features, including Pol II occupancy at the TSS and in the promoter-proximal part of the transcribed region (TR), as well as extent of histone H2B ubiquitylation (H2Bub), histone H3 Lys 4 trimethylation (H3K4me3), and acetylation of histone H3 Lys 9 and Lys 14 (H3K9/14ac) were determined by ChIP/chip analysis with appropriate antibodies and a custom tiling array (see Materials and Methods). Only probes overlapping the TSS and the transcribed region were included in the analysis. H2Bub signals were normalized to total H2B, H3 modifications were normalized to total H3, and Pol II signals were normalized to input DNA. All properties were further normalized to zero mean and unit standard deviation (Std), by subtracting their means and dividing by their Std. Error bars were calculated by bootstrapping. (*) P-value <0.05; (**) P-value <0.01 of regulated genes (red, green) relative to nonregulated genes (black). See Supplemental Table 3 for a complete list of P-values. (C) Correlation between modifications at different positions, calculated over 3000 genes represented in the custom array. For each pair of positions (relative to the TSS), we calculated the correlation between H2Bub at one position and H2Bub, H3K4me3, or H3K9/14ac at the other position. Positions are grouped into promoter (Prom), TSS, promoter-proximal part of the transcribed region (TR), middle (M) and end (E) of the transcribed region. (D) Correlation between differential expression changes and changes in histone H3 Lys 4 trimethylation (top) or histone H3 acetylation (bottom) upon RNF20 depletion. Gene group assignments (up-regulated or down-regulated by siRNF20) were as in Figure 1B. Histone modification data was obtained through ChIP/chip analysis using the custom array described in B probed with chromatin prepared form HeLa cells (either siRNF20 or siLacZ). For each position relative to the TSS, the 750 genes with the largest increase or decrease in the indicated modification at that position upon RNF20 knockdown were selected, and the ratio between the number of siRNF20 up-regulated genes and siRNF20 down-regulated genes within this set was calculated. Within the first 2.5 Kb of the transcribed region, increases in either modification were preferentially associated with up-regulation by siRNF20 and decreases in either modification were preferentially associated with down-regulation by siRNF20, while such associations were not observed at the promoter region or at the middle (mid) or end of the coding region.