Department of Computer Science, University of Colorado, Colorado Springs, CO, USA.
BMC Bioinformatics. 2022 Nov 4;23(1):463. doi: 10.1186/s12859-022-05020-2.
Chromosome conformation capture and its derivatives have provided substantial genetic data for understanding how chromatin self-organizes. These techniques have identified regions of high intrasequence interactions called topologically associated domains (TADs). TADs are structural and functional units that shape chromosomes and influence genomic expression. Many of these domains differ across cell development and can be impacted by diseases. Thus, analysis of the identified domains can provide insight into genome regulation. Hence, there are many approaches to identifying such domains across many cell lines. Despite the availability of multiple tools for TAD detection, TAD callers' speed, flexibility, result inconsistency, and reproducibility remain challenges in this research area.
In this work, we developed a computational webserver called TADMaster that provides an analysis suite to directly evaluate the concordance level and robustness of two or more TAD data on any given genome region. The suite provides multiple visual and quantitative metrics to compare the identified domains' number, size, and various comparisons of shared domains, domain boundaries, and domain overlap.
TADMaster is an efficient and easy-to-use web application that provides a set of consensus and unique TADs to inform the choice of TADs. It can be accessed at http://tadmaster.io and is also available as a containerized application that can be deployed and run locally on any platform or operating system.
染色体构象捕获及其衍生技术为理解染色质如何自我组织提供了大量的遗传数据。这些技术已经确定了高度序列内相互作用的区域,称为拓扑相关结构域(TADs)。TADs 是形成染色体和影响基因组表达的结构和功能单元。许多这些结构域在细胞发育过程中存在差异,并且可能受到疾病的影响。因此,对鉴定出的结构域进行分析可以深入了解基因组的调控。因此,有许多方法可以在许多细胞系中识别这些结构域。尽管有多种用于 TAD 检测的工具,但 TAD 调用器的速度、灵活性、结果不一致性和可重复性仍然是该研究领域的挑战。
在这项工作中,我们开发了一个名为 TADMaster 的计算网络服务器,提供了一个分析套件,可以直接评估任意给定基因组区域上两个或更多 TAD 数据的一致性水平和稳健性。该套件提供了多种可视化和定量指标,用于比较鉴定结构域的数量、大小以及共享结构域、结构域边界和结构域重叠的各种比较。
TADMaster 是一个高效且易于使用的网络应用程序,它提供了一组共识和独特的 TAD,以帮助选择 TAD。它可以在 http://tadmaster.io 访问,也可以作为一个容器化应用程序在任何平台或操作系统上本地部署和运行。