Genomic Science and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI, USA.
Division of Research, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA.
Genome Biol. 2021 Oct 14;22(1):289. doi: 10.1186/s13059-021-02498-6.
Pancreatic ductal adenocarcinoma initiation is most frequently caused by Kras mutations.
Here, we apply biological, biochemical, and network biology methods to validate GEMM-derived cell models using inducible Kras expression. We describe the time-dependent, chromatin remodeling program that impacts function during early oncogenic signaling. We find that the Kras-induced transcriptional response is dominated by downregulated expression concordant with layers of epigenetic events. More open chromatin characterizes the ATAC-seq profile associated with a smaller group of upregulated genes and epigenetic marks. RRBS demonstrates that promoter hypermethylation does not account for the silencing of the extensive gene promoter network. Moreover, ChIP-Seq reveals that heterochromatin reorganization plays little role in this early transcriptional program. Notably, both gene activation and silencing primarily depend on the marking of genes with a combination of H3K27ac, H3K4me3, and H3K36me3. Indeed, integrated modeling of all these datasets shows that Kras regulates its transcriptional program primarily through unique super-enhancers and enhancers, and marking specific gene promoters and bodies. We also report chromatin remodeling across genomic areas that, although not contributing directly to cis-gene transcription, are likely important for Kras functions.
In summary, we report a comprehensive, time-dependent, and coordinated early epigenomic program for Kras in pancreatic cells, which is mechanistically relevant to understanding chromatin remodeling events underlying transcriptional outcomes needed for the function of this oncogene.
胰腺导管腺癌的发生最常由 Kras 突变引起。
在这里,我们应用生物、生化和网络生物学方法,使用诱导型 Kras 表达来验证 GEMM 衍生的细胞模型。我们描述了影响早期致癌信号传导过程中功能的时变染色质重塑程序。我们发现,Kras 诱导的转录反应主要由与多层表观遗传事件一致的下调表达所主导。更多的开放染色质特征与一小部分上调基因和表观遗传标记相关的 ATAC-seq 图谱。RRBS 表明,启动子超甲基化不能解释广泛的基因启动子网络的沉默。此外,ChIP-Seq 揭示了异染色质重排在此早期转录程序中几乎没有作用。值得注意的是,基因激活和沉默主要依赖于 H3K27ac、H3K4me3 和 H3K36me3 的组合标记基因。事实上,对所有这些数据集的综合建模表明,Kras 主要通过独特的超级增强子和增强子来调节其转录程序,并标记特定基因的启动子和主体。我们还报告了跨越基因组区域的染色质重塑,尽管这些区域不直接参与顺式基因转录,但可能对 Kras 功能很重要。
总之,我们报告了胰腺细胞中 Kras 的一个全面、时变和协调的早期表观基因组程序,该程序在机制上与理解转录结果所需的染色质重塑事件有关,这些事件是该致癌基因功能所必需的。