RNA structure profiling at single-cell resolution reveals new determinants of cell identity

被引:10
|
作者
Wang, Jiaxu [1 ]
Zhang, Yu [1 ]
Zhang, Tong [1 ]
Tan, Wen Ting [1 ]
Lambert, Finnlay [1 ,2 ]
Darmawan, Jefferson [1 ]
Huber, Roland [3 ]
Wan, Yue [1 ,4 ]
机构
[1] ASTAR, Genome Inst Singapore, Stem Cell & Regenerat Biol, Singapore, Singapore
[2] Univ Warwick, Warwick Med Sch, Div Biomed Sci, Coventry, England
[3] ASTAR, Bioinformat Inst, Singapore, Singapore
[4] Natl Univ Singapore, Dept Biochem, Singapore, Singapore
基金
新加坡国家研究基金会;
关键词
GENE-EXPRESSION; TRANSCRIPTOME; BINDING; TRANSLATION; DISCOVERY; SHAPE;
D O I
10.1038/s41592-023-02128-y
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
RNA structure is critical for multiple steps in gene regulation. However, how the structures of transcripts differ both within and between individual cells is unknown. Here we develop a SHAPE-inspired method called single-cell structure probing of RNA transcripts that enables simultaneous determination of transcript secondary structure and abundance at single-cell resolution. We apply single-cell structure probing of RNA transcripts to human embryonic stem cells and differentiating neurons. Remarkably, RNA structure is more homogeneous in human embryonic stem cells compared with neurons, with the greatest homogeneity found in coding regions. More extensive heterogeneity is found within 3 ' untranslated regions and is determined by specific RNA-binding proteins. Overall RNA structure profiles better discriminate cell type identity and differentiation stage than gene expression profiles alone. We further discover a cell-type variable region of 18S ribosomal RNA that is associated with cell cycle and translation control. Our method opens the door to the systematic characterization of RNA structure-function relationships at single-cell resolution. Single-cell structure probing of RNA transcripts enables simultaneous determination of transcript secondary structure and abundance in single cells, allowing new insights into RNA structural heterogeneity within and among cells.
引用
收藏
页码:411 / 422
页数:39
相关论文
共 50 条
  • [1] Murine single-cell RNA-seq reveals cell-identity- and tissue-specific trajectories of aging
    Kimmel, Jacob C.
    Penland, Lolita
    Rubinstein, Nimrod D.
    Hendrickson, David G.
    Kelley, David R.
    Rosenthal, Adam Z.
    GENOME RESEARCH, 2019, 29 (12) : 2088 - 2103
  • [2] Single-cell new RNA sequencing reveals principles of transcription at the resolution of individual bursts
    Ramskold, Daniel
    Hendriks, Gert-Jan
    Larsson, Anton J. M.
    Mayr, Juliane V.
    Ziegenhain, Christoph
    Hagemann-Jensen, Michael
    Hartmanis, Leonard
    Sandberg, Rickard
    NATURE CELL BIOLOGY, 2024, 26 (10) : 1725 - 1733
  • [3] Profiling Cell Signaling Networks at Single-cell Resolution
    Lun, Xiao-Kang
    Bodenmiller, Bernd
    MOLECULAR & CELLULAR PROTEOMICS, 2020, 19 (05) : 744 - 756
  • [4] Multiplexed Single-Cell in situ RNA Profiling
    Wang, Yu-Sheng
    Guo, Jia
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 8
  • [5] Profiling Chromatin Accessibility at Single-cell Resolution
    Sinha, Sarthak
    Satpathy, Ansuman T.
    Zhou, Weiqiang
    Ji, Hongkai
    Stratton, Jo A.
    Jaffer, Arzina
    Bahlis, Nizar
    Morrissy, Sorana
    Biernaskie, Jeff A.
    GENOMICS PROTEOMICS & BIOINFORMATICS, 2021, 19 (02) : 172 - 190
  • [6] Single-cell RNA sequencing reveals a high-resolution cell atlas of xylem in Populus
    Li, Hui
    Dai, Xinren
    Huang, Xiong
    Xu, Mengxuan
    Wang, Qiao
    Yan, Xiaojing
    Sederoff, Ronald R.
    Li, Quanzi
    JOURNAL OF INTEGRATIVE PLANT BIOLOGY, 2021, 63 (11) : 1906 - 1921
  • [7] Profiling cell identity and tissue architecture with single-cell and spatial transcriptomics
    Gulati, Gunsagar S.
    D'Silva, Jeremy Philip
    Liu, Yunhe
    Wang, Linghua
    Newman, Aaron M.
    NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2025, 26 (01) : 11 - 31
  • [8] Single-Cell RNA Profiling Reveals Adipocyte to Macrophage Signaling Sufficient to Enhance Thermogenesis
    Henriques, Felipe
    Bedard, Alexander H.
    Guilherme, Adilson
    Kelly, Mark
    Chi, Jingyi
    Zhang, Peng
    Lifshitz, Lawrence M.
    Bellve, Karl
    Rowland, Leslie A.
    Yenilmez, Batuhan
    Kumar, Shreya
    Wang, Yetao
    Luban, Jeremy
    Weinstein, Lee S.
    Lin, Jiandie D.
    Cohen, Paul
    Czech, Michael P.
    CELL REPORTS, 2020, 32 (05):
  • [9] Global Dynamic Molecular Profiling of Stomatal Lineage Cell Development by Single-Cell RNA Sequencing
    Liu, Zhixin
    Zhou, Yaping
    Guo, Jinggong
    Li, Jiaoai
    Tian, Zixia
    Zhu, Zhinan
    Wang, Jiajing
    Wu, Rui
    Zhang, Bo
    Hu, Yongjian
    Sun, Yijing
    Yan Shangguan
    Li, Weiqiang
    Li, Tao
    Hu, Yunhe
    Guo, Chenxi
    Rochaix, Jean-David
    Miao, Yuchen
    Sun, Xuwu
    MOLECULAR PLANT, 2020, 13 (08) : 1178 - 1193
  • [10] Plant Cell Identity in the Era of Single-Cell Transcriptomics
    Ryu, Kook Hui
    Zhu, Yan
    Schiefelbein, John
    ANNUAL REVIEW OF GENETICS, VOL 55, 2021, 55 : 479 - 496