The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
The Jackson Laboratory, Bar Harbor, ME, USA.
Genome Biol. 2024 Sep 2;25(1):235. doi: 10.1186/s13059-024-03374-9.
Enhlink is a computational tool for scATAC-seq data analysis, facilitating precise interrogation of enhancer function at the single-cell level. It employs an ensemble approach incorporating technical and biological covariates to infer condition-specific regulatory DNA linkages. Enhlink can integrate multi-omic data for enhanced specificity, when available. Evaluation with simulated and real data, including multi-omic datasets from the mouse striatum and novel promoter capture Hi-C data, demonstrate that Enhlink outperfoms alternative methods. Coupled with eQTL analysis, it identified a putative super-enhancer in striatal neurons. Overall, Enhlink offers accuracy, power, and potential for revealing novel biological insights in gene regulation.
Enhlink 是一个用于 scATAC-seq 数据分析的计算工具,可在单细胞水平上精确研究增强子的功能。它采用了一种集成方法,结合了技术和生物学协变量,以推断特定条件下的调控 DNA 连接。当有可用的多组学数据时,Enhlink 可以进行集成,以提高特异性。通过模拟和真实数据的评估,包括来自小鼠纹状体的多组学数据集和新的启动子捕获 Hi-C 数据,表明 Enhlink 优于其他方法。与 eQTL 分析相结合,它在纹状体神经元中鉴定出一个假定的超级增强子。总的来说,Enhlink 提供了准确性、功效,并有可能揭示基因调控中的新生物学见解。