Lyu Ruitu, Wu Tong, Park Gayoung, He Yu-Ying, Chen Mengjie, He Chuan
Department of Chemistry, The University of Chicago, IL 60637, United States.
Howard Hughes Medical Institute, The University of Chicago, IL 60637, United States.
Bioinform Adv. 2023 Sep 8;3(1):vbad121. doi: 10.1093/bioadv/vbad121. eCollection 2023.
Kethoxal-assisted ssDNA sequencing (KAS-seq) is rapidly gaining popularity as a robust and effective approach to study the nascent dynamics of transcriptionally engaged RNA polymerases through profiling of genome-wide single-stranded DNA (ssDNA). Its latest variant, spKAS-seq, a strand-specific version of KAS-seq, has been developed to map genome-wide R-loop structures by detecting imbalances of ssDNA on two strands. However, user-friendly, open-source computational tools tailored for KAS-seq data are still lacking.
Here, we introduce KAS-Analyzer, the first comprehensive computational framework aimed at streamlining and enhancing the analysis and interpretation of KAS-seq and spKAS-seq data. In addition to standard analyses, KAS-Analyzer offers many novel tools specifically designed for KAS-seq data, including, but not limited to: calculation of transcription-related metrics, identification of single-stranded transcribing (SST) enhancers, high-resolution mapping of R-loops, and differential RNA polymerase activity analysis. We provided a detailed overview of KAS-seq data and its diverse applications through the implementation of KAS-Analyzer. Using the example time-course KAS-seq datasets, we further showcase the robust capabilities of KAS-Analyzer for investigating dynamic transcriptional regulatory programs in response to UVB radiation.
KAS-Analyzer is available at https://github.com/Ruitulyu/KAS-Analyzer.
乙醛辅助单链DNA测序(KAS-seq)作为一种强大而有效的方法,通过全基因组单链DNA(ssDNA)分析来研究转录过程中RNA聚合酶的新生动力学,正迅速受到欢迎。其最新变体spKAS-seq是KAS-seq的链特异性版本,旨在通过检测两条链上ssDNA的不平衡来绘制全基因组R环结构。然而,仍然缺乏专门为KAS-seq数据量身定制的用户友好型开源计算工具。
在此,我们介绍了KAS-Analyzer,这是第一个全面的计算框架,旨在简化和加强对KAS-seq和spKAS-seq数据的分析与解释。除了标准分析外,KAS-Analyzer还提供了许多专门为KAS-seq数据设计的新颖工具,包括但不限于:转录相关指标的计算、单链转录(SST)增强子的识别、R环的高分辨率映射以及RNA聚合酶活性差异分析。我们通过实施KAS-Analyzer详细概述了KAS-seq数据及其各种应用。以示例时间进程KAS-seq数据集为例,我们进一步展示了KAS-Analyzer在研究响应紫外线辐射的动态转录调控程序方面的强大功能。
KAS-Analyzer可在https://github.com/Ruitulyu/KAS-Analyzer上获取。