Jimenez Erin, Slevin Claire C, Song Wei, Chen Zelin, Frederickson Stephen C, Gildea Derek, Wu Weiwei, Elkahloun Abdel G, Ovcharenko Ivan, Burgess Shawn M
Translational and Functional Genomics Branch, National Human Genome Research Institute, Bethesda, MD, USA.
Computational Biology Branch, National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20894, USA.
Cell Genom. 2022 Sep 14;2(9). doi: 10.1016/j.xgen.2022.100170. Epub 2022 Aug 22.
Using adult zebrafish inner ears as a model for sensorineural regeneration, we ablated the mechanosensory receptors and characterized the single-cell epigenome and transcriptome at consecutive time points during hair cell regeneration. We utilized deep learning on the regeneration-induced open chromatin sequences and identified cell-specific transcription factor (TF) motif patterns. Enhancer activity correlated with gene expression and identified potential gene regulatory networks. A pattern of overlapping Sox- and Six-family TF gene expression and binding motifs was detected, suggesting a combinatorial program of TFs driving regeneration and cell identity. Pseudotime analysis of single-cell transcriptomic data suggested that support cells within the sensory epithelium changed cell identity to a "progenitor" cell population that could differentiate into hair cells. We identified a 2.6 kb DNA enhancer upstream of the promoter that, when deleted, showed a dominant phenotype that resulted in a hair-cell-regeneration-specific deficit in both the lateral line and adult inner ear.
我们以成年斑马鱼内耳作为感音神经性再生的模型,消融机械感觉受体,并在毛细胞再生过程中的连续时间点对单细胞表观基因组和转录组进行表征。我们利用深度学习分析再生诱导的开放染色质序列,并识别细胞特异性转录因子(TF)基序模式。增强子活性与基因表达相关,并确定了潜在的基因调控网络。检测到Sox家族和Six家族TF基因表达及结合基序的重叠模式,表明TF的组合程序驱动再生和细胞身份。单细胞转录组数据的伪时间分析表明,感觉上皮内的支持细胞将细胞身份转变为可分化为毛细胞的“祖细胞”群体。我们在启动子上游鉴定出一个2.6 kb的DNA增强子,该增强子缺失时显示出显性表型,导致侧线和成年内耳出现毛细胞再生特异性缺陷。