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长链非编码 RNA:DNA 三链形成位点位于基因组组织的特定区域,是拓扑关联域的预测因子。

LncRNA:DNA triplex-forming sites are positioned at specific areas of genome organization and are predictors for Topologically Associated Domains.

机构信息

Computer Science and Engineering Technology, University of Houston-Downtown, One Main St, TX, 77002, Houston, USA.

出版信息

BMC Genomics. 2021 May 28;22(1):397. doi: 10.1186/s12864-021-07727-7.

Abstract

BACKGROUND

Chromosomes are organized into units called topologically associated domains (TADs). TADs dictate regulatory landscapes and other DNA-dependent processes. Even though various factors that contribute to the specification of TADs have been proposed, the mechanism is not fully understood. Understanding the process for specification and maintenance of these units is essential in dissecting cellular processes and disease mechanisms.

RESULTS

In this study, we report a genome-wide study that considers the idea of long noncoding RNAs (lncRNAs) mediating chromatin organization using lncRNA:DNA triplex-forming sites (TFSs). By analyzing the TFSs of expressed lncRNAs in multiple cell lines, we find that they are enriched in TADs, their boundaries, and loop anchors. However, they are evenly distributed across different regions of a TAD showing no preference for any specific portions within TADs. No relationship is observed between the locations of these TFSs and CTCF binding sites. However, TFSs are located not just in promoter regions but also in intronic, intergenic, and 3'UTR regions. We also show these triplex-forming sites can be used as predictors in machine learning models to discriminate TADs from other genomic regions. Finally, we compile a list of important "TAD-lncRNAs" which are top predictors for TADs identification.

CONCLUSIONS

Our observations advocate the idea that lncRNA:DNA TFSs are positioned at specific areas of the genome organization and are important predictors for TADs. LncRNA:DNA triplex formation most likely is a general mechanism of action exhibited by some lncRNAs, not just for direct gene regulation but also to mediate 3D chromatin organization.

摘要

背景

染色体组织成称为拓扑关联域(TAD)的单元。TAD 决定调控景观和其他依赖 DNA 的过程。尽管已经提出了许多导致 TAD 特化的因素,但机制尚未完全理解。理解这些单元的特化和维持过程对于剖析细胞过程和疾病机制至关重要。

结果

在这项研究中,我们报告了一项全基因组研究,该研究考虑了使用长非编码 RNA(lncRNA)的三链体形成位点(TFS)介导染色质组织的想法。通过分析多个细胞系中表达的 lncRNA 的 TFS,我们发现它们在 TAD 及其边界和环锚处富集。然而,它们在 TAD 的不同区域均匀分布,没有对 TAD 内的任何特定部分表现出偏好。这些 TFS 与 CTCF 结合位点之间没有观察到关系。然而,TFS 不仅位于启动子区域,也位于内含子、基因间和 3'UTR 区域。我们还表明,这些三链体形成位点可用作机器学习模型中的预测因子,以区分 TAD 与其他基因组区域。最后,我们编制了一份重要的“TAD-lncRNA”列表,这些 lncRNA 是 TAD 识别的顶级预测因子。

结论

我们的观察结果主张 lncRNA:DNA TFS 定位于基因组组织的特定区域,并且是 TAD 的重要预测因子。lncRNA:DNA 三链体形成很可能是一些 lncRNA 表现出的一般作用机制,不仅用于直接基因调控,还用于介导 3D 染色质组织。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a00d/8164242/d780f8da8f11/12864_2021_7727_Fig1_HTML.jpg

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