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单细胞表观基因组学:技术与新兴应用。

Single-cell epigenomics: techniques and emerging applications.

机构信息

Human Molecular Genetics and Biochemistry, Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel.

Functional Genomics and Childhood Leukemia Research Section, Cancer Research Center, Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Ramat-Gan 52621, Israel.

出版信息

Nat Rev Genet. 2015 Dec;16(12):716-26. doi: 10.1038/nrg3980. Epub 2015 Oct 13.

DOI:10.1038/nrg3980
PMID:26460349
Abstract

Epigenomics is the study of the physical modifications, associations and conformations of genomic DNA sequences, with the aim of linking these with epigenetic memory, cellular identity and tissue-specific functions. While current techniques in the field are characterizing the average epigenomic features across large cell ensembles, the increasing interest in the epigenetics within complex and heterogeneous tissues is driving the development of single-cell epigenomics. We review emerging single-cell methods for capturing DNA methylation, chromatin accessibility, histone modifications, chromosome conformation and replication dynamics. Together, these techniques are rapidly becoming a powerful tool in studies of cellular plasticity and diversity, as seen in stem cells and cancer.

摘要

表观基因组学是研究基因组 DNA 序列的物理修饰、关联和构象,目的是将这些与表观遗传记忆、细胞身份和组织特异性功能联系起来。虽然该领域目前的技术正在描述大细胞群体中平均表观基因组特征,但对复杂和异质组织内表观遗传学的日益关注正在推动单细胞表观基因组学的发展。我们综述了新兴的单细胞方法,用于捕获 DNA 甲基化、染色质可及性、组蛋白修饰、染色体构象和复制动力学。这些技术共同迅速成为研究细胞可塑性和多样性的有力工具,如在干细胞和癌症中所见。

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Single-cell epigenomics: techniques and emerging applications.单细胞表观基因组学:技术与新兴应用。
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Comprehensive analysis of multi-omics single-cell data using the single-cell analyst.使用单细胞分析工具对多组学单细胞数据进行综合分析。

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ChIPmentation: fast, robust, low-input ChIP-seq for histones and transcription factors.染色质免疫沉淀片段化测序法(ChIPmentation):用于组蛋白和转录因子的快速、稳健、低输入量的染色质免疫沉淀测序技术
Nat Methods. 2015 Oct;12(10):963-965. doi: 10.1038/nmeth.3542. Epub 2015 Aug 17.
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A microfluidic device for epigenomic profiling using 100 cells.一种用于使用100个细胞进行表观基因组分析的微流控装置。
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Single-cell chromatin accessibility reveals principles of regulatory variation.
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Developing a Cell Quenching Method to Facilitate Single Cell Mass Spectrometry Metabolomics Studies.开发一种细胞淬灭方法以促进单细胞质谱代谢组学研究。
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DNA methylation in melanoma immunotherapy: mechanisms and therapeutic opportunities.黑色素瘤免疫治疗中的DNA甲基化:机制与治疗机遇
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Machine learning-based prediction reveals kinase MAP4K4 regulates neutrophil differentiation through phosphorylating apoptosis-related proteins.基于机器学习的预测表明,激酶MAP4K4通过磷酸化凋亡相关蛋白来调节中性粒细胞分化。
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Graph neural networks for single-cell omics data: a review of approaches and applications.用于单细胞组学数据的图神经网络:方法与应用综述
Brief Bioinform. 2025 Mar 4;26(2). doi: 10.1093/bib/bbaf109.
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