Single-cell transcriptomics reveals heterogeneity in plant responses to the environment: a focus on biotic and abiotic interactions

被引:8
作者
Berrio, Ruben Tenorio [1 ,2 ]
Dubois, Marieke [1 ,2 ]
机构
[1] Univ Ghent, Dept Plant Biotechnol & Bioinformat, Ghent, Belgium
[2] VIB Ctr Plant Syst Biol, Ghent, Belgium
关键词
Abiotic stress; biotic stress; cell heterogeneity; drought; environmental stress; heat; pathogens; rhizobia; RNA-sequencing; single-cell transcriptomics; GENE-EXPRESSION; RNA-SEQ; ROOT; NODULATION; DEFENSE;
D O I
10.1093/jxb/erae107
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Biotic and abiotic environmental cues are major factors influencing plant growth and productivity. Interactions with biotic (e.g. symbionts and pathogens) and abiotic (e.g. changes in temperature, water, or nutrient availability) factors trigger signaling and downstream transcriptome adjustments in plants. While bulk RNA-sequencing technologies have traditionally been used to profile these transcriptional changes, tissue homogenization may mask heterogeneity of responses resulting from the cellular complexity of organs. Thus, whether different cell types respond equally to environmental fluctuations, or whether subsets of the responses are cell-type specific, are long-lasting questions in plant biology. The recent breakthrough of single-cell transcriptomics in plant research offers an unprecedented view of cellular responses under changing environmental conditions. In this review, we discuss the contribution of single-cell transcriptomics to the understanding of cell-type-specific plant responses to biotic and abiotic environmental interactions. Besides major biological findings, we present some technical challenges coupled to single-cell studies of plant-environment interactions, proposing possible solutions and exciting paths for future research. A review discussing the use of single-cell transcriptomics for studying plant-environment interactions, focusing on major biological findings that single-cell technologies allow and on associated technical challenges.
引用
收藏
页码:5188 / 5203
页数:16
相关论文
共 98 条
  • [1] Review: Challenges and perspectives in applying single nuclei RNA-seq technology in plant biology
    Alan Cervantes-Perez, Sergio
    Thibivillliers, Sandra
    Tennant, Sutton
    Libault, Marc
    [J]. PLANT SCIENCE, 2022, 325
  • [2] Single-nucleus and single-cell transcriptomes compared in matched cortical cell types
    Bakken, Trygve E.
    Hodge, Rebecca D.
    Miller, Jeremy A.
    Yao, Zizhen
    Thuc Nghi Nguyen
    Aevermann, Brian
    Barkan, Eliza
    Bertagnolli, Darren
    Casper, Tamara
    Dee, Nick
    Garren, Emma
    Goldy, Jeff
    Graybuck, Lucas T.
    Kroll, Matthew
    Lasken, Roger S.
    Lathia, Kanan
    Parry, Sheana
    Rimorin, Christine
    Scheuermann, Richard H.
    Schork, Nicholas J.
    Shehata, Soraya I.
    Tieu, Michael
    Phillips, John W.
    Bernard, Amy
    Smith, Kimberly A.
    Zeng, Hongkui
    Lein, Ed S.
    Tasic, Bosiljka
    [J]. PLOS ONE, 2018, 13 (12):
  • [3] Single-cell transcriptomics sheds light on the identity and metabolism of developing leaf cells
    Berrio, Ruben Tenorio
    Verstaen, Kevin
    Vandamme, Niels
    Pevernagie, Julie
    Achon, Ignacio
    Van Duyse, Julie
    Van Isterdael, Gert
    Saeys, Yvan
    De Veylder, Lieven
    Inze, Dirk
    Dubois, Marieke
    [J]. PLANT PHYSIOLOGY, 2022, 188 (02) : 898 - 918
  • [4] A gene expression map of the Arabidopsis root
    Birnbaum, K
    Shasha, DE
    Wang, JY
    Jung, JW
    Lambert, GM
    Galbraith, DW
    Benfey, PN
    [J]. SCIENCE, 2003, 302 (5652) : 1956 - 1960
  • [5] Type III Protein Secretion in Plant Pathogenic Bacteria
    Buettner, Daniela
    He, Sheng Yang
    [J]. PLANT PHYSIOLOGY, 2009, 150 (04) : 1656 - 1664
  • [6] Screening cell-cell communication in spatial transcriptomics via collective optimal transport
    Cang, Zixuan
    Zhao, Yanxiang
    Almet, Axel A. A.
    Stabell, Adam
    Ramos, Raul
    Plikus, Maksim V. V.
    Atwood, Scott X. X.
    Nie, Qing
    [J]. NATURE METHODS, 2023, 20 (02) : 218 - +
  • [7] The single-cell transcriptional landscape of mammalian organogenesis
    Cao, Junyue
    Spielmann, Malte
    Qiu, Xiaojie
    Huang, Xingfan
    Ibrahim, Daniel M.
    Hill, Andrew J.
    Zhang, Fan
    Mundlos, Stefan
    Christiansen, Lena
    Steemers, Frank J.
    Trapnell, Cole
    Shendure, Jay
    [J]. NATURE, 2019, 566 (7745) : 496 - +
  • [8] scPlant: A versatile framework for single-cell transcriptomic data analysis in plants
    Cao, Shanni
    He, Zhaohui
    Chen, Ruidong
    Luo, Yuting
    Fu, Liang-Yu
    Zhou, Xinkai
    He, Chao
    Yan, Wenhao
    Zhang, Chen -Yu
    Chen, Dijun
    [J]. PLANT COMMUNICATIONS, 2023, 4 (05)
  • [9] Cervantes-Perez S. A., 2023, Res. Square, DOI [10.21203/RS.3.RS-2833917/V1, DOI 10.21203/RS.3.RS-2833917/V1]
  • [10] Cell-specific pathways recruited for symbiotic nodulation in the Medicago truncatula legume
    Cervantes-Perez, Sergio Alan
    Thibivilliers, Sandra
    Laffont, Carole
    Farmer, Andrew D.
    Frugier, Florian
    Libault, Marc
    [J]. MOLECULAR PLANT, 2022, 15 (12) : 1868 - 1888