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DNA methylation repels binding of hypoxia-inducible transcription factors to maintain tumor immunotolerance

机译:DNA甲基化排斥缺氧诱导型转录因子的结合以维持肿瘤免疫检测

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摘要

Methylation at HIF1β binding sites. a Heatmaps of HIF1β binding and DNA methylation for 7153 regions (identified using a stringent threshold of P < 10− 15 in MACS) surrounding the HIF1β ChIP-seq peak summit (± 5 kb). Heatmaps depict reads per kb per million reads (RPKM) of HIF1β ChIP-seq and of 5mC DNA IP-seq (mDIP), and % DNA methylation as estimated by SeqCapEpi BS-seq or whole-genome BS-seq (respectively, SeqCapEpi and WGBS). HIF1β binding was assessed after 16 h of 0.5% O2 (hypoxia) and DNA methylation under 21% O2 (normoxia). b Violin plots of the methylation level inside and outside HIF1β binding peaks, as estimated by SeqCapEpi BS-seq. c Sequencing read depth of HIF1β ChIP and its input, at all RCGTG sequences in MCF7 cells, stratified for methylation at the CG in the core RCGTG sequence. Shown are boxplots for all RCGTG’s in the human genome for which > 10× coverage was obtained after SeqCapEpi BS-seq, with dark red dots denoting averages. See Additional file 1: Fig. S5 for additional QC of ChIP-seq data and Additional file 2 for more details about HIF1β binding peak locations. d Venn diagram of 20,613 shared and unique HIF1β binding sites detected across 3 cell lines. Only stringent binding sites (P < 10− 15) are shown. Binding sites showing intermediate levels of HIF1β ChIP-seq enrichment in 1 or 2 cell lines are unclassified and not shown here (n = 445, 2812 and 887 peaks, detected in SK-MEL-28, RCC4, and MCF7 respectively). e Heatmaps of HIF1β binding (red) and DNA methylation as estimated using SeqCapEpi BS-seq (blue) at regions flanking the HIF1β ChIP-seq peak summit (± 5 kb). (top) HIF1β binding peaks shared between the 3 cell lines. (bottom) HIF1β binding peaks unique to each cell line. Heatmaps depict RPKM of HIF1β ChIP-seq and % DNA methylation. HIF1β binding was assessed after 16 h of 0.5% O2 (hypoxia) and DNA methylation under 21% O2 (normoxia) or after 16 h of 0.5% O2 (hypoxia). f Quantification of the methylation level at HIF1β binding peak summits ± 100 bps, for peaks that are shared between or unique to one of the 3 cell lines grown under 21% O2 (normoxia, top) or after 16 h of 0.5% O2 (hypoxia, bottom). g Enrichment of gene expression (observed/expected) upon hypoxia per cell line, for genes associated with HIF1β binding sites (within 50 kb) that are shared between or unique to one of the three cell lines, as labeled on the X-axis. h Fraction of HIF1β peaks overlapping with the binding peaks of individual transcription factors [17], or with any of the 11 transcription factors profiled in MCF7 cells (“combined”). i Overlap between HIF1β binding peaks and other transcription factor binding sites detected in MCF7 cells. Shown are fractions of HIF1β binding peaks shared between (gray) or unique for a cell line (colored). j mRNA expression level of transcription factors in each cell line, as determined using RNA-seq. Transcription factors expressed in all three cell lines are highlighted as “shared TFs” with a light gray box
机译:在甲基化HIF1β结合位点。 HIF1β结合和DNA甲基化对7153个区域的比赛地图围绕HIF1β芯片起峰顶(±5 KB)(使用P的严格阈值<10-15在MACS识别)。热图描绘了每百万每kb的读取读取由SeqCapEpi BS-SEQ或全基因组BS-SEQ(推定值HIF1β芯片起的和5MC DNA IP-SEQ(MDIP)和%DNA甲基化(RPKM)分别SeqCapEpi和WGBS)。 HIF1β结合是0.5%O 2(缺氧)和DNA甲基化下21%O 2(常氧)的16小时后进行评估。 b小提琴甲基化水平内HIF1β结合峰和外侧曲线,如通过估计BS SeqCapEpi-SEQ。 Ç测序读HIF1β芯片及其输入,深度在MCF7细胞中的所有RCGTG序列,在核心RCGTG序列在CG分层为甲基化。显示的是所有RCGTG在为其SeqCapEpi BS-seq的后获得> 10×覆盖了人类基因组箱线图,与暗红色的点表示平均值。见附加文件1:图S5为芯片起数据的附加QC和进行约HIF1β结合峰位置的详细信息的附加文件2。的20613个共享和独特HIF1β结合位点d维恩图横跨3个细胞系来检测。只有严格的结合位点(P <10- 15)被示出。表示1个或2的细胞系HIF1β芯片起富集的中间水平结合位点是未分类的和此处未示出(N = 445,2812和887的峰,分别在SK-MEL-28,RCC4和MCF7检测的)。 HIF1β电子比赛地图结合(红色)和DNA甲基化作为使用在侧翼的HIF1β芯片起峰顶(±5 KB)区域SeqCapEpi BS-SEQ(蓝色)估计。 (顶部)HIF1β结合3个细胞系之间共享的峰。 (底部)HIF1β结合唯一的每个细胞系的峰。热图描绘HIF1β芯片起和%DNA甲基化RPKM。 HIF1β结合被下21%O 2(常氧)0.5%O2(缺氧)和DNA甲基化的16小时后为0.5%O2(缺氧)的16小时后进行评估。在HIF1β结合峰首脑±100个bps的甲基化水平对峰值被之间或独特的共享至下21%O 2(常氧,顶部)或0.5%O2的16小时后生长的3细胞系中的一个F的定量(低氧, 底部)。基因表达的克富集(观测/预期)在每个细胞系缺氧,用于与被共享到三个细胞系中的一个之间的或独特的,在X轴作为标记HIF1β结合位点(50 kb的内)相关的基因。 HIF1β峰与个别转录因子[17],或与任何在MCF7细胞中异形11个转录因子(“组合”)的结合的峰重叠h的分数。 HIF1β结合峰和其他转录因子结合位点之间的重叠我在MCF7细胞中检测到。示出的是(灰色)或细胞系独特之间共享HIF1β结合峰的级分(彩色)。的各细胞系中的转录因子ĴmRNA表达水平,如使用RNA-SEQ确定。在所有三个细胞系中表达的转录因子被突出显示为“共享的TF”浅灰色框

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