Single-cell and spatial multi-omics in the plant sciences: Technical advances, applications, and perspectives

被引:38
|
作者
Yu, Xiaole [1 ]
Liu, Zhixin [1 ]
Sun, Xuwu [1 ]
机构
[1] Henan Univ, Sch Life Sci, State Key Lab Cotton Biol, State Key Lab Crop Stress Adaptat & Improvement,Ke, 85 Minglun St, Kaifeng 475001, Peoples R China
基金
中国国家自然科学基金;
关键词
mass spectrometry imaging; plants; single-cell transcriptomics; spatial transcriptomics; spatial metabolomics; LASER-CAPTURE MICRODISSECTION; IN-SITU HYBRIDIZATION; AMBIENT MASS-SPECTROMETRY; NUCLEUS RNA-SEQ; HIGH-RESOLUTION; GENE-EXPRESSION; CHROMATIN ACCESSIBILITY; TRANSCRIPTOME ANALYSIS; REVEALS; ROOT;
D O I
10.1016/j.xplc.2022.100508
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Plants contain a large number of cell types and exhibit complex regulatory mechanisms. Studies at the single-cell level have gradually become more common in plant science. Single-cell transcriptomics, spatial transcriptomics, and spatial metabolomics techniques have been combined to analyze plant development. These techniques have been used to study the transcriptomes and metabolomes of plant tissues at the single-cell level, enabling the systematic investigation of gene expression and metabolism in specific tis-sues and cell types during defined developmental stages. In this review, we present an overview of signif-icant breakthroughs in spatial multi-omics in plants, and we discuss how these approaches may soon play essential roles in plant research.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] mitch: multi-contrast pathway enrichment for multi-omics and single-cell profiling data
    Kaspi, Antony
    Ziemann, Mark
    BMC GENOMICS, 2020, 21 (01)
  • [42] SMGR: a joint statistical method for integrative analysis of single-cell multi-omics data
    Song, Qianqian
    Zhu, Xuewei
    Jin, Lingtao
    Chen, Minghan
    Zhang, Wei
    Su, Jing
    NAR GENOMICS AND BIOINFORMATICS, 2022, 4 (03)
  • [43] scMoresDB: A comprehensive database of single-cell multi-omics data for human respiratory system
    Chen, Kang
    Han, Yutong
    Wang, Yanni
    Zhou, Dingli
    Wu, Fanjie
    Cai, Wenhao
    Zheng, Shikang
    Xiao, Qinyuan
    Zhang, Haiyue
    Li, Weizhong
    ISCIENCE, 2024, 27 (04)
  • [44] Decoding the blueprints of embryo development with single-cell and spatial omics
    Liu, Chang
    Li, Xuerong
    Hu, Qinan
    Jia, Zihan
    Ye, Qing
    Wang, Xianzhe
    Zhao, Kaichen
    Liu, Longqi
    Wang, Mingyue
    SEMINARS IN CELL & DEVELOPMENTAL BIOLOGY, 2025, 167 : 22 - 39
  • [45] Laser capture microdissection for biomedical research: towards high-throughput, multi-omics, and single-cell resolution
    Guo, Wenbo
    Hu, Yining
    Qian, Jingyang
    Zhu, Lidan
    Cheng, Junyun
    Liao, Jie
    Fan, Xiaohui
    JOURNAL OF GENETICS AND GENOMICS, 2023, 50 (09) : 641 - 651
  • [46] Development and applications of metabolic models in plant multi-omics research
    Gao, Yonggang
    Zhao, Cheng
    FRONTIERS IN PLANT SCIENCE, 2024, 15
  • [47] Applications of single-cell sequencing in cancer research: progress and perspectives
    Lei, Yalan
    Tang, Rong
    Xu, Jin
    Wang, Wei
    Zhang, Bo
    Liu, Jiang
    Yu, Xianjun
    Shi, Si
    JOURNAL OF HEMATOLOGY & ONCOLOGY, 2021, 14 (01)
  • [48] Applications of single-cell omics and spatial transcriptomics technologies in gastric cancer (Review)
    Ren, Liping
    Huang, Danni
    Liu, Hongjiang
    Ning, Lin
    Cai, Peiling
    Yu, Xiaolong
    Zhang, Yang
    Luo, Nanchao
    Lin, Hao
    Su, Jinsong
    Zhang, Yinghui
    ONCOLOGY LETTERS, 2024, 27 (04)
  • [49] Single-cell and spatial multi-omics highlight effects of anti-integrin therapy across cellular compartments in ulcerative colitis
    Mennillo, Elvira
    Kim, Yang Joon
    Lee, Gyehyun
    Rusu, Iulia
    Patel, Ravi K.
    Dorman, Leah C.
    Flynn, Emily
    Li, Stephanie
    Bain, Jared L.
    Andersen, Christopher
    Rao, Arjun
    Tamaki, Stanley
    Tsui, Jessica
    Shen, Alan
    Lotstein, Madison L.
    Rahim, Maha
    Naser, Mohammad
    Bernard-Vazquez, Faviola
    Eckalbar, Walter
    Cho, Soo-jin
    Beck, Kendall
    El-Nachef, Najwa
    Lewin, Sara
    Selvig, Daniel R.
    Terdiman, Jonathan P.
    Mahadevan, Uma
    Oh, David Y.
    Fragiadakis, Gabriela K.
    Pisco, Angela
    Combes, Alexis J.
    Kattah, Michael G.
    NATURE COMMUNICATIONS, 2024, 15 (01)
  • [50] The future of cardiology: Integrating single-cell transcriptomics with multi-omics for enhanced cardiac disease insights
    Tang, Zhengchun
    Alrumaihi, Faris
    Alwanian, Wanian M.
    Alharbi, Hajed Obaid
    Allemailem, Khaled S.
    Alissa, Mohammed
    Alasmari, Omar
    Almousa, Saad
    Ainsworth, Thomas
    Chen, Xiangmei
    CURRENT PROBLEMS IN CARDIOLOGY, 2025, 50 (04) : 103005