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使用更新的 ChIA-PET 工具(V3)进行染色质相互作用分析。

Chromatin Interaction Analysis with Updated ChIA-PET Tool (V3).

机构信息

National Key Laboratory of Crop Genetic Improvement, Agricultural Bioinformatics Key Laboratory of Hubei Province, Hubei Engineering Technology Research Center of Agricultural Big Data, College of Informatics, Huazhong Agricultural University, No. 1, Shizishan Street, Hongshan District, Wuhan 430070, China.

出版信息

Genes (Basel). 2019 Jul 22;10(7):554. doi: 10.3390/genes10070554.

DOI:10.3390/genes10070554
PMID:31336684
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6678675/
Abstract

Understanding chromatin interactions is important because they create chromosome conformation and link the cis- and trans- regulatory elements to their target genes for transcriptional regulation. Chromatin Interaction Analysis with Paired-End Tag (ChIA-PET) sequencing is a genome-wide high-throughput technology that detects chromatin interactions associated with a specific protein of interest. We developed ChIA-PET Tool for ChIA-PET data analysis in 2010. Here, we present the updated version of ChIA-PET Tool (V3) as a computational package to process the next-generation sequence data generated from ChIA-PET experiments. It processes short-read and long-read ChIA-PET data with multithreading and generates statistics of results in an HTML file. In this paper, we provide a detailed demonstration of the design of ChIA-PET Tool V3 and how to install it and analyze RNA polymerase II (RNAPII) ChIA-PET data from human K562 cells with it. We compared our tool with existing tools, including ChiaSig, MICC, Mango and ChIA-PET2, by using the same public data set in the same computer. Most peaks detected by the ChIA-PET Tool V3 overlap with those of other tools. There is higher enrichment for significant chromatin interactions from ChIA-PET Tool V3 in aggregate peak analysis (APA) plots. The ChIA-PET Tool V3 is publicly available at GitHub.

摘要

了解染色质相互作用很重要,因为它们可以形成染色体构象,并将顺式和反式调控元件与它们的靶基因连接起来,进行转录调控。染色质互作分析与末端配对标签(ChIA-PET)测序是一种全基因组高通量技术,可检测与特定感兴趣的蛋白质相关的染色质相互作用。我们于 2010 年开发了 ChIA-PET 工具,用于 ChIA-PET 数据分析。在这里,我们展示了 ChIA-PET 工具的更新版本(V3),作为一个计算软件包,用于处理来自 ChIA-PET 实验的下一代测序数据。它可以处理短读和长读 ChIA-PET 数据,并使用多线程生成 HTML 文件中的结果统计信息。在本文中,我们详细演示了 ChIA-PET Tool V3 的设计,以及如何安装它,并使用它分析来自人类 K562 细胞的 RNA 聚合酶 II(RNAPII)ChIA-PET 数据。我们使用相同的公共数据集和同一台计算机,将我们的工具与包括 ChiaSig、MICC、Mango 和 ChIA-PET2 在内的现有工具进行了比较。ChIA-PET Tool V3 检测到的大多数峰与其他工具的峰重叠。在总峰分析(APA)图中,ChIA-PET Tool V3 检测到的显著染色质相互作用的富集程度更高。ChIA-PET Tool V3 可在 GitHub 上公开获取。

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Nat Protoc. 2017 May;12(5):899-915. doi: 10.1038/nprot.2017.012. Epub 2017 Mar 30.
2
ChIA-PET2: a versatile and flexible pipeline for ChIA-PET data analysis.ChIA-PET2:一种用于ChIA-PET数据分析的通用且灵活的流程。
Nucleic Acids Res. 2017 Jan 9;45(1):e4. doi: 10.1093/nar/gkw809. Epub 2016 Sep 12.
3
Juicer Provides a One-Click System for Analyzing Loop-Resolution Hi-C Experiments.
一项全基因组关联研究在英国生物银行队列(N = 221,127)中确定了与髋关节疼痛相关的基因变异。
Sci Rep. 2025 Jan 22;15(1):2812. doi: 10.1038/s41598-025-85871-w.
4
GEEES: inferring cell-specific gene-enhancer interactions from multi-modal single-cell data.GEEES:从多模态单细胞数据推断细胞特异性基因-增强子相互作用。
Bioinformatics. 2024 Nov 1;40(11). doi: 10.1093/bioinformatics/btae638.
5
Drought-responsive dynamics of H3K9ac-marked 3D chromatin interactions are integrated by OsbZIP23-associated super-enhancer-like promoter regions in rice.干旱响应的 H3K9ac 标记的 3D 染色质相互作用动态由水稻中 OsbZIP23 相关的超级增强子样启动子区域整合。
Genome Biol. 2024 Oct 10;25(1):262. doi: 10.1186/s13059-024-03408-2.
6
A single-cell multimodal view on gene regulatory network inference from transcriptomics and chromatin accessibility data.单细胞多模态视角下从转录组学和染色质可及性数据推断基因调控网络。
Brief Bioinform. 2024 Jul 25;25(5). doi: 10.1093/bib/bbae382.
7
Statistical modeling and significance estimation of multi-way chromatin contacts with HyperloopFinder.使用 HyperloopFinder 进行多向染色质接触的统计建模和显著性估计。
Brief Bioinform. 2024 May 23;25(4). doi: 10.1093/bib/bbae341.
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Loop Catalog: a comprehensive HiChIP database of human and mouse samples.环状图谱:一个包含人类和小鼠样本的全面的HiChIP数据库。
bioRxiv. 2025 Mar 6:2024.04.26.591349. doi: 10.1101/2024.04.26.591349.
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