Spatial transcriptome analysis reveals de novo regeneration of poplar roots

被引:0
作者
Lv, Kaiwen [1 ]
Liu, Naixu [1 ]
Niu, Yani [1 ]
Song, Xiehai [1 ]
Liu, Yongqi [1 ]
Yue, Zhiliang [1 ]
Ali, Muhammad [1 ]
Guo, Qiuyue [1 ]
Lv, Chunyu [1 ]
Lu, Dongdong [1 ]
Zhang, Shaoman [1 ]
Zhou, Yangyan [2 ]
Li, Bosheng [1 ]
机构
[1] Peking Univ, Shandong Prov Key Lab Precis Mol Crop Design & Bre, Shandong Lab Adv Agr Sci, Inst Adv Agr Sci, Weifang 261325, Shandong, Peoples R China
[2] Salver Acad Bot, Rizhao 262300, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
GENE-EXPRESSION; AUXIN; TISSUE; RECONSTRUCTION; ARCHITECTURE; DYNAMICS; XYLEM;
D O I
10.1093/hr/uhae237
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Propagation through cuttings is a well-established and effective technique for plant multiplication. This study explores the regeneration of poplar roots using spatial transcriptomics to map a detailed developmental trajectory. Mapping of the time-series transcriptome data revealed notable alterations in gene expression during root development, particularly in the activation of cytokinin-responsive genes. Our analysis identified six distinct clusters during the second and third stages, each corresponding to specific anatomical regions with unique gene expression profiles. Auxin response cis-elements (AuxREs) were prevalent in the promoters of these cytokinin-responsive genes, indicating a regulatory interplay between auxin and cytokinin. Pseudo-temporal trajectory analysis mapped the differentiation from cambium cells to root primordium cells, revealing a complex pattern of cell differentiation. SAC56 and LOS1 emerged as potential novel biomarkers for enhancing root regeneration, with distinct spatial expression patterns confirmed by in situ hybridization. This comprehensive spatial analysis enhances our understanding of the molecular interactions driving root regeneration and provides insights for improving plant propagation techniques.
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页数:11
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共 56 条
  • [1] Aljane Fateh, 2014, Int Sch Res Notices, V2014, P809450, DOI 10.1155/2014/809450
  • [2] Dimensionality reduction for visualizing single-cell data using UMAP
    Becht, Etienne
    McInnes, Leland
    Healy, John
    Dutertre, Charles-Antoine
    Kwok, Immanuel W. H.
    Ng, Lai Guan
    Ginhoux, Florent
    Newell, Evan W.
    [J]. NATURE BIOTECHNOLOGY, 2019, 37 (01) : 38 - +
  • [3] eggNOG-mapper v2: Functional Annotation, Orthology Assignments, and Domain Prediction at the Metagenomic Scale
    Cantalapiedra, Carlos P.
    Hernandez-Plaza, Ana
    Letunic, Ivica
    Bork, Peer
    Huerta-Cepas, Jaime
    [J]. MOLECULAR BIOLOGY AND EVOLUTION, 2021, 38 (12) : 5825 - 5829
  • [4] TBtools-II: A "one for all, all for one"bioinformatics platform for biological big-data mining
    Chen, Chengjie
    Wu, Ya
    Li, Jiawei
    Wang, Xiao
    Zeng, Zaohai
    Xu, Jing
    Liu, Yuanlong
    Feng, Junting
    Chen, Hao
    He, Yehua
    Xia, Rui
    [J]. MOLECULAR PLANT, 2023, 16 (11) : 1733 - 1742
  • [5] Chen Fengzhen, 2020, Yichuan, V42, P799, DOI 10.16288/j.yczz.20-080
  • [6] YUCCA-mediated auxin biogenesis is required for cell fate transition occurring during de novo root organogenesis in Arabidopsis
    Chen, Lyuqin
    Tong, Jianhua
    Xiao, Langtao
    Ruan, Ying
    Liu, Jingchun
    Zeng, Minhuan
    Huang, Hai
    Wang, Jia-Wei
    Xu, Lin
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2016, 67 (14) : 4273 - 4284
  • [7] Transcriptional landscape of highly lignified poplar stems at single-cell resolution
    Chen, Yang
    Tong, Shaofei
    Jiang, Yuanzhong
    Ai, Fandi
    Feng, Yanlin
    Zhang, Junlin
    Gong, Jue
    Qin, Jiajia
    Zhang, Yuanyuan
    Zhu, Yingying
    Liu, Jianquan
    Ma, Tao
    [J]. GENOME BIOLOGY, 2021, 22 (01)
  • [8] Arabidopsis SHR and SCR transcription factors and AUX1 auxin influx carrier control the switch between adventitious rooting and xylogenesis in planta and in in vitro cultured thin cell layers
    Della Rovere, F.
    Fattorini, L.
    D'Angeli, S.
    Veloccia, A.
    Del Duca, S.
    Cai, G.
    Falasca, G.
    Altamura, M. M.
    [J]. ANNALS OF BOTANY, 2015, 115 (04) : 617 - 628
  • [9] High-resolution anatomical and spatial transcriptome analyses reveal two types of meristematic cell pools within the secondary vascular tissue of poplar stem
    Du, Juan
    Wang, Yichen
    Chen, Wenfan
    Xu, Mingling
    Zhou, Ruhong
    Shou, Huixia
    Chen, Jun
    [J]. MOLECULAR PLANT, 2023, 16 (05) : 809 - 828
  • [10] Root Regeneration Triggers an Embryo-like Sequence Guided by Hormonal Interactions
    Efroni, Idan
    Mello, Alison
    Nawy, Tal
    Ip, Pui-Leng
    Rahni, Ramin
    DelRose, Nicholas
    Powers, Ashley
    Satija, Rahul
    Birnbaum, Kenneth D.
    [J]. CELL, 2016, 165 (07) : 1721 - 1733