• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

对Hi-C数据的相互绝缘分析表明,拓扑相关结构域(TADs)在染色体的分层折叠中代表了一种功能上而非结构上的优先尺度。

Reciprocal insulation analysis of Hi-C data shows that TADs represent a functionally but not structurally privileged scale in the hierarchical folding of chromosomes.

作者信息

Zhan Yinxiu, Mariani Luca, Barozzi Iros, Schulz Edda G, Blüthgen Nils, Stadler Michael, Tiana Guido, Giorgetti Luca

机构信息

Friedrich Miescher Institute for Biomedical Research, Basel, CH-4058, Switzerland.

University of Basel, CH-4003 Basel, Switzerland.

出版信息

Genome Res. 2017 Mar;27(3):479-490. doi: 10.1101/gr.212803.116. Epub 2017 Jan 5.

DOI:10.1101/gr.212803.116
PMID:28057745
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5340975/
Abstract

Understanding how regulatory sequences interact in the context of chromosomal architecture is a central challenge in biology. Chromosome conformation capture revealed that mammalian chromosomes possess a rich hierarchy of structural layers, from multi-megabase compartments to sub-megabase topologically associating domains (TADs) and sub-TAD contact domains. TADs appear to act as regulatory microenvironments by constraining and segregating regulatory interactions across discrete chromosomal regions. However, it is unclear whether other (or all) folding layers share similar properties, or rather TADs constitute a privileged folding scale with maximal impact on the organization of regulatory interactions. Here, we present a novel algorithm named CaTCH that identifies hierarchical trees of chromosomal domains in Hi-C maps, stratified through their reciprocal physical insulation, which is a single and biologically relevant parameter. By applying CaTCH to published Hi-C data sets, we show that previously reported folding layers appear at different insulation levels. We demonstrate that although no structurally privileged folding level exists, TADs emerge as a functionally privileged scale defined by maximal boundary enrichment in CTCF and maximal cell-type conservation. By measuring transcriptional output in embryonic stem cells and neural precursor cells, we show that the likelihood that genes in a domain are coregulated during differentiation is also maximized at the scale of TADs. Finally, we observe that regulatory sequences occur at genomic locations corresponding to optimized mutual interactions at the same scale. Our analysis suggests that the architectural functionality of TADs arises from the interplay between their ability to partition interactions and the specific genomic position of regulatory sequences.

摘要

理解调控序列在染色体结构背景下如何相互作用是生物学中的一个核心挑战。染色体构象捕获技术揭示,哺乳动物染色体拥有丰富的结构层次,从数百万碱基对的区室到亚百万碱基对的拓扑相关结构域(TADs)以及亚TAD接触结构域。TADs似乎通过限制和分离离散染色体区域间的调控相互作用,充当调控微环境。然而,尚不清楚其他(或所有)折叠层次是否具有类似特性,或者TADs是否构成对调控相互作用组织具有最大影响的特殊折叠尺度。在此,我们提出一种名为CaTCH的新算法,它可在Hi-C图谱中识别染色体结构域的层次树,这些层次树通过相互物理隔离进行分层,这是一个单一且与生物学相关的参数。通过将CaTCH应用于已发表的Hi-C数据集,我们发现先前报道的折叠层次出现在不同的隔离水平。我们证明,虽然不存在结构上特殊的折叠水平,但TADs作为一个功能上特殊的尺度出现,其定义为CTCF中最大边界富集和最大细胞类型保守性。通过测量胚胎干细胞和神经前体细胞中的转录输出,我们表明,在分化过程中,一个结构域内基因被共同调控的可能性在TADs尺度上也达到最大。最后,我们观察到调控序列出现在基因组位置,这些位置对应于相同尺度下优化的相互作用。我们的分析表明,TADs的结构功能源于它们划分相互作用的能力与调控序列特定基因组位置之间的相互作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f914/5340975/8e7c2889154c/479f05.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f914/5340975/5c5bc84d604f/479f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f914/5340975/778e748c3d1d/479f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f914/5340975/2cc78e113b19/479f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f914/5340975/f325b03fd51b/479f04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f914/5340975/8e7c2889154c/479f05.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f914/5340975/5c5bc84d604f/479f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f914/5340975/778e748c3d1d/479f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f914/5340975/2cc78e113b19/479f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f914/5340975/f325b03fd51b/479f04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f914/5340975/8e7c2889154c/479f05.jpg

相似文献

1
Reciprocal insulation analysis of Hi-C data shows that TADs represent a functionally but not structurally privileged scale in the hierarchical folding of chromosomes.对Hi-C数据的相互绝缘分析表明,拓扑相关结构域(TADs)在染色体的分层折叠中代表了一种功能上而非结构上的优先尺度。
Genome Res. 2017 Mar;27(3):479-490. doi: 10.1101/gr.212803.116. Epub 2017 Jan 5.
2
Modelling genome-wide topological associating domains in mouse embryonic stem cells.小鼠胚胎干细胞全基因组拓扑相关结构域建模
Chromosome Res. 2017 Mar;25(1):5-14. doi: 10.1007/s10577-016-9544-6. Epub 2017 Jan 20.
3
A subset of topologically associating domains fold into mesoscale core-periphery networks.一部分拓扑关联结构域折叠成介观核心-边缘网络。
Sci Rep. 2019 Jul 2;9(1):9526. doi: 10.1038/s41598-019-45457-9.
4
Hierarchical folding and reorganization of chromosomes are linked to transcriptional changes in cellular differentiation.染色体的分层折叠和重组与细胞分化过程中的转录变化相关联。
Mol Syst Biol. 2015 Dec 23;11(12):852. doi: 10.15252/msb.20156492.
5
Active chromatin and transcription play a key role in chromosome partitioning into topologically associating domains.活跃染色质和转录在染色体划分为拓扑相关结构域的过程中起关键作用。
Genome Res. 2016 Jan;26(1):70-84. doi: 10.1101/gr.196006.115. Epub 2015 Oct 30.
6
HiTAD: detecting the structural and functional hierarchies of topologically associating domains from chromatin interactions.HiTAD:从染色质相互作用中检测拓扑相关结构域的结构和功能层次
Nucleic Acids Res. 2017 Nov 2;45(19):e163. doi: 10.1093/nar/gkx735.
7
MrTADFinder: A network modularity based approach to identify topologically associating domains in multiple resolutions.MrTADFinder:一种基于网络模块性的方法,用于在多个分辨率下识别拓扑关联结构域。
PLoS Comput Biol. 2017 Jul 24;13(7):e1005647. doi: 10.1371/journal.pcbi.1005647. eCollection 2017 Jul.
8
Regulation of single-cell genome organization into TADs and chromatin nanodomains.调控单细胞基因组组织成 TAD 和染色质纳米区室。
Nat Genet. 2020 Nov;52(11):1151-1157. doi: 10.1038/s41588-020-00716-8. Epub 2020 Oct 19.
9
ClusterTAD: an unsupervised machine learning approach to detecting topologically associated domains of chromosomes from Hi-C data.ClusterTAD:一种从Hi-C数据中检测染色体拓扑相关结构域的无监督机器学习方法。
BMC Bioinformatics. 2017 Nov 14;18(1):480. doi: 10.1186/s12859-017-1931-2.
10
Methods for the Analysis of Topologically Associating Domains (TADs).分析拓扑关联结构域(TADs)的方法。
Methods Mol Biol. 2022;2301:39-59. doi: 10.1007/978-1-0716-1390-0_3.

引用本文的文献

1
Deciphering chromatin domain, domain community and chromunity for 3D genome maps with Mactop.使用Mactop解析三维基因组图谱中的染色质结构域、结构域群落和染色质群落。
Commun Biol. 2025 Aug 27;8(1):1290. doi: 10.1038/s42003-025-07635-6.
2
Modelling transcriptional silencing and its coupling to 3D genome organisation.模拟转录沉默及其与三维基因组组织的耦合。
Soft Matter. 2025 Aug 22. doi: 10.1039/d5sm00686d.
3
Can Random Walking on a Hi-C Contact Matrix Lead to Data Quality Improvement? An Assessment.在Hi-C接触矩阵上进行随机游走能否提高数据质量?一项评估。

本文引用的文献

1
Formation of new chromatin domains determines pathogenicity of genomic duplications.新染色质结构域的形成决定了基因组重复的致病性。
Nature. 2016 Oct 13;538(7624):265-269. doi: 10.1038/nature19800. Epub 2016 Oct 5.
2
Structural organization of the inactive X chromosome in the mouse.小鼠中失活X染色体的结构组织
Nature. 2016 Jul 28;535(7613):575-9. doi: 10.1038/nature18589. Epub 2016 Jul 18.
3
Spectral identification of topological domains.拓扑域的光谱识别。
bioRxiv. 2025 Jun 17:2025.06.11.659235. doi: 10.1101/2025.06.11.659235.
4
The hierarchical folding dynamics of topologically associating domains during early embryo development.早期胚胎发育过程中拓扑相关结构域的分层折叠动力学
BMC Biol. 2025 Jul 1;23(1):175. doi: 10.1186/s12915-025-02259-y.
5
Unfolding neural diversity: how dynamic three-dimensional genome architecture regulates brain function and disease.展现神经多样性:动态三维基因组结构如何调控脑功能与疾病
Mol Psychiatry. 2025 May 23. doi: 10.1038/s41380-025-03056-3.
6
RobusTAD: reference panel based annotation of nested topologically associating domains.RobusTAD:基于参考面板的嵌套拓扑相关结构域注释
Genome Biol. 2025 May 19;26(1):129. doi: 10.1186/s13059-025-03568-9.
7
Topologically associating domains and the evolution of three-dimensional genome architecture in rice.拓扑相关结构域与水稻三维基因组结构的进化
Plant J. 2025 May;122(4):e70139. doi: 10.1111/tpj.70139.
8
deepTAD: an approach for identifying topologically associated domains based on convolutional neural network and transformer model.深度TAD:一种基于卷积神经网络和Transformer模型识别拓扑相关结构域的方法。
Brief Bioinform. 2025 Mar 4;26(2). doi: 10.1093/bib/bbaf127.
9
BINDER achieves accurate identification of hierarchical TADs by comprehensively characterizing consensus TAD boundaries.BINDER通过全面表征共有TAD边界实现了对分层TAD的准确识别。
Genome Res. 2025 May 2;35(5):1194-1208. doi: 10.1101/gr.279647.124.
10
Joint tensor modeling of single cell 3D genome and epigenetic data with Muscle.使用Muscle对单细胞3D基因组和表观遗传数据进行联合张量建模。
J Am Stat Assoc. 2024;119(548):2464-2477. doi: 10.1080/01621459.2024.2358557. Epub 2024 Jun 26.
Bioinformatics. 2016 Jul 15;32(14):2151-8. doi: 10.1093/bioinformatics/btw221. Epub 2016 May 5.
4
CTCF and Cohesin in Genome Folding and Transcriptional Gene Regulation.基因组折叠与转录基因调控中的CTCF和黏连蛋白
Annu Rev Genomics Hum Genet. 2016 Aug 31;17:17-43. doi: 10.1146/annurev-genom-083115-022339. Epub 2016 Apr 18.
5
TopDom: an efficient and deterministic method for identifying topological domains in genomes.TopDom:一种用于识别基因组中拓扑结构域的高效且确定性的方法。
Nucleic Acids Res. 2016 Apr 20;44(7):e70. doi: 10.1093/nar/gkv1505. Epub 2015 Dec 23.
6
Hierarchical folding and reorganization of chromosomes are linked to transcriptional changes in cellular differentiation.染色体的分层折叠和重组与细胞分化过程中的转录变化相关联。
Mol Syst Biol. 2015 Dec 23;11(12):852. doi: 10.15252/msb.20156492.
7
CTCF-Mediated Human 3D Genome Architecture Reveals Chromatin Topology for Transcription.CTCF介导的人类三维基因组结构揭示转录的染色质拓扑结构
Cell. 2015 Dec 17;163(7):1611-27. doi: 10.1016/j.cell.2015.11.024. Epub 2015 Dec 10.
8
Hierarchical block matrices as efficient representations of chromosome topologies and their application for 3C data integration.层次块矩阵作为染色体拓扑结构的有效表示及其在 3C 数据集成中的应用。
Bioinformatics. 2016 Apr 15;32(8):1121-9. doi: 10.1093/bioinformatics/btv736. Epub 2015 Dec 17.
9
CTCF Binding Polarity Determines Chromatin Looping.CTCF 结合的极性决定染色质环。
Mol Cell. 2015 Nov 19;60(4):676-84. doi: 10.1016/j.molcel.2015.09.023. Epub 2015 Oct 29.
10
Active chromatin and transcription play a key role in chromosome partitioning into topologically associating domains.活跃染色质和转录在染色体划分为拓扑相关结构域的过程中起关键作用。
Genome Res. 2016 Jan;26(1):70-84. doi: 10.1101/gr.196006.115. Epub 2015 Oct 30.