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ChIP-Rx:使用定量 ChIP-Seq 进行拟南芥染色质分析。

ChIP-Rx: Arabidopsis Chromatin Profiling Using Quantitative ChIP-Seq.

机构信息

Institut de biologie de l'École normale supérieure (IBENS), École normale supérieure, CNRS, INSERM, Université PSL, Paris, France.

Sorbonne Université, IBPS, CNRS UMR 7622, Laboratoire de Biologie du Développement (LBD), Paris, France.

出版信息

Methods Mol Biol. 2025;2873:71-92. doi: 10.1007/978-1-0716-4228-3_5.

DOI:10.1007/978-1-0716-4228-3_5
PMID:39576597
Abstract

Chromatin immunoprecipitation followed by deep sequencing (ChIP-seq) is widely used to probe the chromatin landscape of transcription factors, chromatin components, and associated proteins. Conventional ChIP normalization procedures robustly allow estimating differences in local enrichment across genomic regions. Yet, inter-sample comparisons can be biased by technical variability and biological differences. This is notably the case when samples display large differences in the abundance of the target protein or its enrichment at chromatin. For example, epigenome defects are improperly detected or quantified upon large-effect genetic or chemical inhibition of chromatin modifiers. To circumvent these caveats and robustly determine biological variations while minimizing technical variability, ChIP adaptations using an external reference have flourished. Here, we describe a step-by-step protocol employing a reference exogenous chromatin (ChIP-Rx) that allows absolute comparisons of epigenome variations in Arabidopsis samples displaying drastic differences in chromatin mark abundance. In contrast to the originally published ChIP-Rx approach, which assumes that exogenous spike-in references are constant across samples, the method detailed here involves the sequencing of each input sample to account for technical variability in initial reference chromatin contents. We also report a detailed computational workflow with an accompanying Github resource to help in calculating spike-in normalization factors, applying them to normalize epigenome tracks, and performing spike-in normalized inter-sample differential analyses. We propose two ways of computing the spike-in factor: a classically used method based on raw counts and a noise-corrected method using peak detection on the exogenous genome.

摘要

染色质免疫沉淀结合深度测序(ChIP-seq)广泛用于探测转录因子、染色质成分和相关蛋白的染色质景观。传统的 ChIP 归一化程序能够稳健地估计基因组区域中局部富集的差异。然而,样本之间的比较可能会受到技术变异性和生物学差异的影响。当样本中目标蛋白的丰度或其在染色质上的富集存在较大差异时,情况尤其如此。例如,在对染色质修饰物进行大效应的遗传或化学抑制时,表观基因组缺陷会被错误地检测或定量。为了规避这些注意事项,并在最小化技术变异性的同时稳健地确定生物学变异,使用外部参考的 ChIP 适应方法蓬勃发展。在这里,我们描述了一个逐步的协议,使用外部参考染色质(ChIP-Rx),允许在显示染色质标记丰度存在巨大差异的拟南芥样本中进行表观基因组变异的绝对比较。与最初发表的 ChIP-Rx 方法不同,该方法假设外源性 Spike-in 参考在样本之间是恒定的,这里详细介绍的方法涉及对每个输入样本进行测序,以解释初始参考染色质含量的技术变异性。我们还报告了一个详细的计算工作流程,并提供了一个伴随的 Github 资源,以帮助计算 Spike-in 归一化因子,将它们应用于归一化表观基因组轨道,并执行 Spike-in 归一化的样本间差异分析。我们提出了两种计算 Spike-in 因子的方法:一种是基于原始计数的经典方法,另一种是使用外源基因组上的峰检测进行噪声校正的方法。

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本文引用的文献

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Comprehensive assessment of differential ChIP-seq tools guides optimal algorithm selection.综合评估差异 ChIP-seq 工具可指导最佳算法选择。
Genome Biol. 2022 May 24;23(1):119. doi: 10.1186/s13059-022-02686-y.
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The genetic and epigenetic landscape of the centromeres.着丝粒的遗传和表观遗传景观。
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Protocol to apply spike-in ChIP-seq to capture massive histone acetylation in human cells.应用内掺 ChIP-seq 方法捕获人细胞中大量组蛋白乙酰化的方案。
STAR Protoc. 2021 Jul 17;2(3):100681. doi: 10.1016/j.xpro.2021.100681. eCollection 2021 Sep 17.
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Polycomb mutant partially suppresses DNA hypomethylation-associated phenotypes in Arabidopsis.多梳突变体部分抑制拟南芥中 DNA 低甲基化相关表型。
Life Sci Alliance. 2020 Dec 21;4(2). doi: 10.26508/lsa.202000848. Print 2021 Feb.
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Preparing Chromatin and RNA from Rare Cell Types with Fluorescence-Activated Nuclear Sorting (FANS).利用荧光激活核分选技术(FANS)从稀有细胞类型中制备染色质和RNA。
Methods Mol Biol. 2020;2093:95-105. doi: 10.1007/978-1-0716-0179-2_7.
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epic2 efficiently finds diffuse domains in ChIP-seq data.epic2 能够有效地在 ChIP-seq 数据中找到弥散域。
Bioinformatics. 2019 Nov 1;35(21):4392-4393. doi: 10.1093/bioinformatics/btz232.
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DET1-mediated degradation of a SAGA-like deubiquitination module controls H2Bub homeostasis.DET1 介导的 SAGA 样去泛素化模块降解控制 H2Bub 稳态。
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Understanding sequencing data as compositions: an outlook and review.理解测序数据作为组成:展望与回顾。
Bioinformatics. 2018 Aug 15;34(16):2870-2878. doi: 10.1093/bioinformatics/bty175.
9
Chromatin Immunoprecipitation Sequencing (ChIP-Seq) for Transcription Factors and Chromatin Factors in Arabidopsis thaliana Roots: From Material Collection to Data Analysis.拟南芥根中转录因子和染色质因子的染色质免疫沉淀测序(ChIP-Seq):从材料收集到数据分析
Methods Mol Biol. 2018;1761:231-248. doi: 10.1007/978-1-4939-7747-5_18.
10
A Rapid and Efficient ChIP Protocol to Profile Chromatin Binding Proteins and Epigenetic Modifications in Arabidopsis.一种用于分析拟南芥染色质结合蛋白和表观遗传修饰的快速高效染色质免疫沉淀(ChIP)方案。
Methods Mol Biol. 2018;1675:71-82. doi: 10.1007/978-1-4939-7318-7_5.