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Advances in Genomic Profiling and Analysis of 3D Chromatin Structure and Interaction

机译:基因组分析以及3D染色质结构和相互作用分析的进展

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Recent sequence-based profiling technologies such as high-throughput sequencing to detect fragment nucleotide sequence (Hi-C) and chromatin interaction analysis by paired-end tag sequencing (ChIA-PET) have revolutionized the field of three-dimensional (3D) chromatin architecture. It is now recognized that human genome functions as folded 3D chromatin units and looping paradigm is the basic principle of gene regulation. To better interpret the 3D data dramatically accumulating in past five years and to gain deep biological insights, huge efforts have been made in developing novel quantitative analysis methods. However, the full understanding of genome regulation requires thorough knowledge in both genomic technologies and their related data analyses. We summarize the recent advances in genomic technologies in identifying the 3D chromatin structure and interaction, and illustrate the quantitative analysis methods to infer functional domains and chromatin interactions, and further elucidate the emerging single-cell Hi-C technique and its computational analysis, and finally discuss the future directions such as advances of 3D chromatin techniques in diseases.
机译:最近的基于序列的分析技术,例如检测片段核苷酸序列(Hi-C)的高通量测序和通过配对末端标记测序(ChIA-PET)进行的染色质相互作用分析,彻底改变了三维(3D)染色质体系结构领域。现在已经认识到,人类基因组起折叠的3D染色质单位的作用,循环范式是基因调控的基本原理。为了更好地解释过去五年中大量积累的3D数据并获得深刻的生物学见解,在开发新颖的定量分析方法方面已付出了巨大的努力。然而,对基因组调控的全面了解需要在基因组技术及其相关数据分析方面有透彻的知识。我们总结了基因组技术在识别3D染色质结构和相互作用方面的最新进展,并阐明了推断功能域和染色质相互作用的定量分析方法,并进一步阐明了新兴的单细胞Hi-C技术及其计算分析,最后讨论未来的方向,例如疾病中3D染色质技术的进展。

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