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单细胞转录组与染色质可及性的整合及其在肿瘤研究中的应用。

Integration of single-cell transcriptome and chromatin accessibility and its application on tumor investigation.

作者信息

Yang Chunyuan, Jin Yan, Yin Yuxin

机构信息

Institute of Systems Biomedicine, Department of Pathology, School of Basic Medical Sciences Peking University, Peking-Tsinghua Center for Life Sciences, Peking University Health Science Center, Beijing 100191, China.

Institute of Precision Medicine, Peking University Shenzhen Hospital, Shenzhen 518036, China.

出版信息

Life Med. 2024 Apr 26;3(2):lnae015. doi: 10.1093/lifemedi/lnae015. eCollection 2024 Apr.

Abstract

The advent of single-cell sequencing techniques has not only revolutionized the investigation of biological processes but also significantly contributed to unraveling cellular heterogeneity at unprecedented levels. Among the various methods, single-cell transcriptome sequencing stands out as the best established, and has been employed in exploring many physiological and pathological activities. The recently developed single-cell epigenetic sequencing techniques, especially chromatin accessibility sequencing, have further deepened our understanding of gene regulatory networks. In this review, we summarize the recent breakthroughs in single-cell transcriptome and chromatin accessibility sequencing methodologies. Additionally, we describe current bioinformatic strategies to integrate data obtained through these single-cell sequencing methods and highlight the application of this analysis strategy on a deeper understanding of tumorigenesis and tumor progression. Finally, we also discuss the challenges and anticipated developments in this field.

摘要

单细胞测序技术的出现不仅彻底改变了生物学过程的研究,还在以前所未有的水平揭示细胞异质性方面做出了重大贡献。在各种方法中,单细胞转录组测序是最成熟的,已被用于探索许多生理和病理活动。最近开发的单细胞表观遗传测序技术,尤其是染色质可及性测序,进一步加深了我们对基因调控网络的理解。在这篇综述中,我们总结了单细胞转录组和染色质可及性测序方法的最新突破。此外,我们描述了当前整合通过这些单细胞测序方法获得的数据的生物信息学策略,并强调了这种分析策略在更深入理解肿瘤发生和肿瘤进展方面的应用。最后,我们还讨论了该领域的挑战和预期发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d36a/11749461/86f86ea660a2/lnae015_fig1.jpg

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