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

被引:9
|
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] RNA structure profiling at single-cell resolution reveals new determinants of cell identity
    Jiaxu Wang
    Yu Zhang
    Tong Zhang
    Wen Ting Tan
    Finnlay Lambert
    Jefferson Darmawan
    Roland Huber
    Yue Wan
    Nature Methods, 2024, 21 : 411 - 422
  • [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] Single-cell RNA sequencing reveals the mesangial identity and species diversity of glomerular cell transcriptomes
    Bing He
    Ping Chen
    Sonia Zambrano
    Dina Dabaghie
    Yizhou Hu
    Katja Möller-Hackbarth
    David Unnersjö-Jess
    Gül Gizem Korkut
    Emmanuelle Charrin
    Marie Jeansson
    Maria Bintanel-Morcillo
    Anna Witasp
    Lars Wennberg
    Annika Wernerson
    Bernhard Schermer
    Thomas Benzing
    Patrik Ernfors
    Christer Betsholtz
    Mark Lal
    Rickard Sandberg
    Jaakko Patrakka
    Nature Communications, 12
  • [5] Single-cell RNA sequencing reveals the mesangial identity and species diversity of glomerular cell transcriptomes
    He, Bing
    Chen, Ping
    Zambrano, Sonia
    Dabaghie, Dina
    Hu, Yizhou
    Moller-Hackbarth, Katja
    Unnersjoe-Jess, David
    Korkut, Gul Gizem
    Charrin, Emmanuelle
    Jeansson, Marie
    Bintanel-Morcillo, Maria
    Witasp, Anna
    Wennberg, Lars
    Wernerson, Annika
    Schermer, Bernhard
    Benzing, Thomas
    Ernfors, Patrik
    Betsholtz, Christer
    Lal, Mark
    Sandberg, Rickard
    Patrakka, Jaakko
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [6] Single-cell immune profiling reveals new insights into colorectal cancer
    Lonnberg, Tapio
    Stubbington, Michael J. T.
    IMMUNOLOGY AND CELL BIOLOGY, 2019, 97 (03): : 241 - 243
  • [7] Single-cell RNA sequencing reveals a high-resolution cell atlas of xylem in Populus
    Hui Li
    Xinren Dai
    Xiong Huang
    Mengxuan Xu
    Qiao Wang
    Xiaojing Yan
    Ronald R.Sederoff
    Quanzi Li
    JournalofIntegrativePlantBiology, 2021, 63 (11) : 1906 - 1921
  • [8] 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
  • [9] Profiling Chromatin Accessibility at Single-cell Resolution
    Sarthak Sinha
    Ansuman TSatpathy
    Weiqiang Zhou
    Hongkai Ji
    Jo AStratton
    Arzina Jaffer
    Nizar Bahlis
    Sorana Morrissy
    Jeff ABiernaskie
    Genomics,Proteomics & Bioinformatics, 2021, (02) : 172 - 190
  • [10] 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