VIB-KU Leuven Center for Brain & Disease Research, Leuven, Belgium.
KU Leuven, Department of Human Genetics KU Leuven, Leuven, Belgium.
Elife. 2021 Dec 7;10:e71735. doi: 10.7554/eLife.71735.
Understanding how enhancers drive cell-type specificity and efficiently identifying them is essential for the development of innovative therapeutic strategies. In melanoma, the melanocytic (MEL) and the mesenchymal-like (MES) states present themselves with different responses to therapy, making the identification of specific enhancers highly relevant. Using massively parallel reporter assays (MPRAs) in a panel of patient-derived melanoma lines (MM lines), we set to identify and decipher melanoma enhancers by first focusing on regions with state-specific H3K27 acetylation close to differentially expressed genes. An in-depth evaluation of those regions was then pursued by investigating the activity of overlapping ATAC-seq peaks along with a full tiling of the acetylated regions with 190 bp sequences. Activity was observed in more than 60% of the selected regions, and we were able to precisely locate the active enhancers within ATAC-seq peaks. Comparison of sequence content with activity, using the deep learning model DeepMEL2, revealed that AP-1 alone is responsible for the MES enhancer activity. In contrast, SOX10 and MITF both influence MEL enhancer function with SOX10 being required to achieve high levels of activity. Overall, our MPRAs shed light on the relationship between long and short sequences in terms of their sequence content, enhancer activity, and specificity across melanoma cell states.
了解增强子如何驱动细胞类型特异性,并有效地识别它们,对于开发创新的治疗策略至关重要。在黑色素瘤中,黑素细胞(MEL)和间充质样(MES)状态表现出对治疗的不同反应,因此鉴定特定的增强子非常重要。我们使用大量平行报告基因检测(MPRAs)在一组患者来源的黑色素瘤系(MM 系)中进行研究,首先关注具有特定于状态的 H3K27 乙酰化的区域,这些区域靠近差异表达的基因。然后,通过调查重叠的 ATAC-seq 峰的活性以及用 190bp 序列对乙酰化区域进行全面平铺,对这些区域进行了深入评估。在超过 60%的选定区域中观察到了活性,并且我们能够在 ATAC-seq 峰内精确定位活性增强子。使用深度学习模型 DeepMEL2 对序列内容与活性进行比较,结果表明,AP-1 单独负责 MES 增强子的活性。相比之下,SOX10 和 MITF 都影响 MEL 增强子的功能,而 SOX10 则需要达到高水平的活性。总的来说,我们的 MPRAs 揭示了长序列和短序列之间在序列内容、增强子活性和黑色素瘤细胞状态特异性方面的关系。