• 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

绘制人类基因组动态 DNA 甲基化图谱。

Charting a dynamic DNA methylation landscape of the human genome.

机构信息

Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA.

出版信息

Nature. 2013 Aug 22;500(7463):477-81. doi: 10.1038/nature12433. Epub 2013 Aug 7.

DOI:10.1038/nature12433
PMID:23925113
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3821869/
Abstract

DNA methylation is a defining feature of mammalian cellular identity and is essential for normal development. Most cell types, except germ cells and pre-implantation embryos, display relatively stable DNA methylation patterns, with 70-80% of all CpGs being methylated. Despite recent advances, we still have a limited understanding of when, where and how many CpGs participate in genomic regulation. Here we report the in-depth analysis of 42 whole-genome bisulphite sequencing data sets across 30 diverse human cell and tissue types. We observe dynamic regulation for only 21.8% of autosomal CpGs within a normal developmental context, most of which are distal to transcription start sites. These dynamic CpGs co-localize with gene regulatory elements, particularly enhancers and transcription-factor-binding sites, which allow identification of key lineage-specific regulators. In addition, differentially methylated regions (DMRs) often contain single nucleotide polymorphisms associated with cell-type-related diseases as determined by genome-wide association studies. The results also highlight the general inefficiency of whole-genome bisulphite sequencing, as 70-80% of the sequencing reads across these data sets provided little or no relevant information about CpG methylation. To demonstrate further the utility of our DMR set, we use it to classify unknown samples and identify representative signature regions that recapitulate major DNA methylation dynamics. In summary, although in theory every CpG can change its methylation state, our results suggest that only a fraction does so as part of coordinated regulatory programs. Therefore, our selected DMRs can serve as a starting point to guide new, more effective reduced representation approaches to capture the most informative fraction of CpGs, as well as further pinpoint putative regulatory elements.

摘要

DNA 甲基化是哺乳动物细胞身份的决定性特征,对于正常发育至关重要。大多数细胞类型,除了生殖细胞和植入前胚胎外,都表现出相对稳定的 DNA 甲基化模式,所有 CpG 中有 70-80%被甲基化。尽管最近取得了进展,但我们对何时、何地以及有多少 CpG 参与基因组调控仍然知之甚少。在这里,我们报告了对 30 个人类细胞和组织类型的 42 个全基因组亚硫酸氢盐测序数据集的深入分析。我们观察到在正常发育背景下,仅有 21.8%的常染色体 CpG 发生动态调控,其中大多数位于转录起始位点的远端。这些动态 CpG 与基因调控元件,特别是增强子和转录因子结合位点共定位,这使得能够鉴定出关键的谱系特异性调节剂。此外,差异甲基化区域(DMRs)通常包含与细胞类型相关疾病相关的单核苷酸多态性,这是通过全基因组关联研究确定的。结果还突出了全基因组亚硫酸氢盐测序的普遍低效性,因为在这些数据集的 70-80%的测序reads 几乎没有或没有提供关于 CpG 甲基化的相关信息。为了进一步展示我们的 DMR 集的实用性,我们使用它对未知样本进行分类,并确定代表性的特征区域,这些区域可以重现主要的 DNA 甲基化动态。总之,尽管从理论上讲,每个 CpG 都可以改变其甲基化状态,但我们的结果表明,只有一部分 CpG 会作为协调的调控程序的一部分发生这种变化。因此,我们选择的 DMR 可以作为一个起点,指导新的、更有效的代表性降低方法,以捕获最具信息量的 CpG 部分,并进一步确定潜在的调控元件。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f7e9/3821869/b460a9c699de/nihms502498f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f7e9/3821869/d129fd6ba6b0/nihms502498f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f7e9/3821869/710a0e343bd0/nihms502498f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f7e9/3821869/8890d56e9c90/nihms502498f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f7e9/3821869/b460a9c699de/nihms502498f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f7e9/3821869/d129fd6ba6b0/nihms502498f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f7e9/3821869/710a0e343bd0/nihms502498f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f7e9/3821869/8890d56e9c90/nihms502498f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f7e9/3821869/b460a9c699de/nihms502498f4.jpg

相似文献

1
Charting a dynamic DNA methylation landscape of the human genome.绘制人类基因组动态 DNA 甲基化图谱。
Nature. 2013 Aug 22;500(7463):477-81. doi: 10.1038/nature12433. Epub 2013 Aug 7.
2
Mapping of Variable DNA Methylation Across Multiple Cell Types Defines a Dynamic Regulatory Landscape of the Human Genome.跨多种细胞类型的可变DNA甲基化图谱定义了人类基因组的动态调控格局。
G3 (Bethesda). 2016 Apr 7;6(4):973-86. doi: 10.1534/g3.115.025437.
3
Critical evaluation of the Illumina MethylationEPIC BeadChip microarray for whole-genome DNA methylation profiling.对Illumina MethylationEPIC BeadChip微阵列用于全基因组DNA甲基化分析的批判性评估。
Genome Biol. 2016 Oct 7;17(1):208. doi: 10.1186/s13059-016-1066-1.
4
Elucidating the landscape of aberrant DNA methylation in hepatocellular carcinoma.阐明肝细胞癌中异常 DNA 甲基化的全景。
PLoS One. 2013;8(2):e55761. doi: 10.1371/journal.pone.0055761. Epub 2013 Feb 20.
5
Rare genetic variation at transcription factor binding sites modulates local DNA methylation profiles.转录因子结合位点的罕见遗传变异调节局部 DNA 甲基化谱。
PLoS Genet. 2020 Nov 20;16(11):e1009189. doi: 10.1371/journal.pgen.1009189. eCollection 2020 Nov.
6
Human monocyte-to-macrophage differentiation involves highly localized gain and loss of DNA methylation at transcription factor binding sites.人类单核细胞向巨噬细胞分化涉及转录因子结合位点处 DNA 甲基化的高度局部获得和丧失。
Epigenetics Chromatin. 2019 Jun 6;12(1):34. doi: 10.1186/s13072-019-0279-4.
7
Distinct Epigenetic Effects of Tobacco Smoking in Whole Blood and among Leukocyte Subtypes.吸烟对全血及白细胞亚型的独特表观遗传效应。
PLoS One. 2016 Dec 9;11(12):e0166486. doi: 10.1371/journal.pone.0166486. eCollection 2016.
8
Whole-genome DNA methylation in skin lesions from patients with psoriasis vulgaris.寻常型银屑病患者皮损的全基因组 DNA 甲基化。
J Autoimmun. 2013 Mar;41:17-24. doi: 10.1016/j.jaut.2013.01.001. Epub 2013 Jan 29.
9
Adaptation of the targeted capture Methyl-Seq platform for the mouse genome identifies novel tissue-specific DNA methylation patterns of genes involved in neurodevelopment.针对小鼠基因组的靶向捕获甲基化测序平台的适应性研究,鉴定出参与神经发育的基因的新型组织特异性DNA甲基化模式。
Epigenetics. 2015;10(7):581-96. doi: 10.1080/15592294.2015.1045179.
10
A DNA methylation haplotype block landscape in human tissues and preimplantation embryos reveals regulatory elements defined by comethylation patterns.人类组织和胚胎中 DNA 甲基化单倍型块景观揭示了由共甲基化模式定义的调控元件。
Genome Res. 2023 Dec 27;33(12):2041-2052. doi: 10.1101/gr.278146.123.

引用本文的文献

1
Chromosome-level genome assembly and methylome profile yield insights for the conservation of endangered loggerhead sea turtles.染色体水平的基因组组装和甲基化组图谱为濒危蠵龟的保护提供了见解。
Gigascience. 2025 Jan 6;14. doi: 10.1093/gigascience/giaf054.
2
Analyzing the relationship of RNA and DNA methylation with gene expression.分析RNA和DNA甲基化与基因表达之间的关系。
Genome Biol. 2025 May 22;26(1):140. doi: 10.1186/s13059-025-03617-3.
3
Cost-effective solutions for high-throughput enzymatic DNA methylation sequencing.用于高通量酶促DNA甲基化测序的经济高效解决方案。

本文引用的文献

1
DNA methylation dynamics in health and disease.DNA 甲基化在健康和疾病中的动态变化。
Nat Struct Mol Biol. 2013 Mar;20(3):274-81. doi: 10.1038/nsmb.2518.
2
DNA methylation: roles in mammalian development.DNA 甲基化:在哺乳动物发育中的作用。
Nat Rev Genet. 2013 Mar;14(3):204-20. doi: 10.1038/nrg3354. Epub 2013 Feb 12.
3
Genome-wide chromatin state transitions associated with developmental and environmental cues.与发育和环境线索相关的全基因组染色质状态转变。
PLoS Genet. 2025 May 22;21(5):e1011667. doi: 10.1371/journal.pgen.1011667. eCollection 2025 May.
4
Epigenetic disruption of adipogenic gene enhancers in dedifferentiated liposarcomas and its therapeutic value.去分化脂肪肉瘤中脂肪生成基因增强子的表观遗传破坏及其治疗价值。
Front Oncol. 2025 Apr 30;15:1419877. doi: 10.3389/fonc.2025.1419877. eCollection 2025.
5
Temporally discordant chromatin accessibility and DNA demethylation define short- and long-term enhancer regulation during cell fate specification.时间上不一致的染色质可及性和DNA去甲基化定义了细胞命运决定过程中的短期和长期增强子调控。
Cell Rep. 2025 May 27;44(5):115680. doi: 10.1016/j.celrep.2025.115680. Epub 2025 May 9.
6
Transcriptomic and epigenomic consequences of heterozygous loss-of-function mutations in AKAP11, a shared risk gene for bipolar disorder and schizophrenia.AKAP11杂合功能丧失突变的转录组学和表观基因组学后果,AKAP11是双相情感障碍和精神分裂症的共同风险基因。
Mol Psychiatry. 2025 May 2. doi: 10.1038/s41380-025-03040-x.
7
Bimodal specificity of TF-DNA recognition in embryonic stem cells.胚胎干细胞中TF-DNA识别的双峰特异性。
Nucleic Acids Res. 2025 Apr 22;53(8). doi: 10.1093/nar/gkaf333.
8
Interspecific hybridization in Brassica species leads to changes in agronomic traits through the regulation of gene expression by chromatin accessibility and DNA methylation.芸苔属物种间的种间杂交通过染色质可及性和DNA甲基化对基因表达的调控导致农艺性状的变化。
Gigascience. 2025 Jan 6;14. doi: 10.1093/gigascience/giaf029.
9
Transcription factor occupancy limits DNA methylation and determines ICAM1 expression in breast cancer.转录因子占据限制DNA甲基化并决定乳腺癌中ICAM1的表达。
Acta Biochim Biophys Sin (Shanghai). 2025 Jan 8;57(5):818-833. doi: 10.3724/abbs.2024237.
10
Expanded methylome and quantitative trait loci detection by long-read profiling of personal DNA.通过个人DNA的长读测序分析进行甲基化组扩展和数量性状位点检测
Genome Res. 2025 Apr 14;35(4):644-652. doi: 10.1101/gr.279240.124.
Cell. 2013 Jan 31;152(3):642-54. doi: 10.1016/j.cell.2012.12.033. Epub 2013 Jan 17.
4
Dynamic DNA methylation across diverse human cell lines and tissues.不同人类细胞系和组织中的动态 DNA 甲基化。
Genome Res. 2013 Mar;23(3):555-67. doi: 10.1101/gr.147942.112. Epub 2013 Jan 16.
5
The dynamics of genome-wide DNA methylation reprogramming in mouse primordial germ cells.小鼠原始生殖细胞中全基因组 DNA 甲基化重编程的动力学。
Mol Cell. 2012 Dec 28;48(6):849-62. doi: 10.1016/j.molcel.2012.11.001. Epub 2012 Dec 6.
6
DNA methylation dynamics during the mammalian life cycle.哺乳动物生命周期中的 DNA 甲基化动态。
Philos Trans R Soc Lond B Biol Sci. 2013 Jan 5;368(1609):20110328. doi: 10.1098/rstb.2011.0328.
7
Human-specific CpG "beacons" identify loci associated with human-specific traits and disease.人类特异性 CpG“信标”可识别与人类特异性特征和疾病相关的基因座。
Epigenetics. 2012 Oct;7(10):1188-99. doi: 10.4161/epi.22127. Epub 2012 Sep 11.
8
Systematic localization of common disease-associated variation in regulatory DNA.调控 DNA 中常见疾病相关变异的系统定位。
Science. 2012 Sep 7;337(6099):1190-5. doi: 10.1126/science.1222794. Epub 2012 Sep 5.
9
Architecture of the human regulatory network derived from ENCODE data.人类调控网络的结构源自 ENCODE 数据。
Nature. 2012 Sep 6;489(7414):91-100. doi: 10.1038/nature11245.
10
The accessible chromatin landscape of the human genome.人类基因组的可及染色质景观。
Nature. 2012 Sep 6;489(7414):75-82. doi: 10.1038/nature11232.