Single-cell RNA sequencing reveals a high-resolution cell atlas of xylem in Populus

被引:76
作者
Li, Hui [1 ]
Dai, Xinren [1 ]
Huang, Xiong [1 ,2 ]
Xu, Mengxuan [1 ]
Wang, Qiao [1 ,2 ]
Yan, Xiaojing [1 ]
Sederoff, Ronald R. [3 ]
Li, Quanzi [1 ]
机构
[1] Chinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing 100091, Peoples R China
[2] Chinese Acad Forestry, Res Inst Forestry, Beijing 100091, Peoples R China
[3] North Carolina State Univ, Dept Forestry & Environm Resources, Forest Biotechnol Grp, Raleigh, NC 27695 USA
基金
中国国家自然科学基金;
关键词
differentiating trajectory; differentiating xylem; marker genes; Populus alba x Populus glandulosa; single-cell RNA-seq; wood formation; SND1 TRANSCRIPTION FACTOR; WOOD FORMATION; LIGNIN BIOSYNTHESIS; REGULATORY NETWORK; GENE-EXPRESSION; ARABIDOPSIS; WALL; RECONSTRUCTION; DYNAMICS; DIFFERENTIATION;
D O I
10.1111/jipb.13159
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
High-throughput single-cell RNA sequencing (scRNA-seq) has advantages over traditional RNA-seq to explore spatiotemporal information on gene dynamic expressions in heterogenous tissues. We performed Drop-seq, a method for the dropwise sequestration of single cells for sequencing, on protoplasts from the differentiating xylem of Populus alba x Populus glandulosa. The scRNA-seq profiled 9,798 cells, which were grouped into 12 clusters. Through characterization of differentially expressed genes in each cluster and RNA in situ hybridizations, we identified vessel cells, fiber cells, ray parenchyma cells and xylem precursor cells. Diffusion pseudotime analyses revealed the differentiating trajectory of vessels, fiber cells and ray parenchyma cells and indicated a different differentiation process between vessels and fiber cells, and a similar differentiation process between fiber cells and ray parenchyma cells. We identified marker genes for each cell type (cluster) and key candidate regulators during developmental stages of xylem cell differentiation. Our study generates a high-resolution expression atlas of wood formation at the single cell level and provides valuable information on wood formation.
引用
收藏
页码:1906 / 1921
页数:16
相关论文
共 75 条
[1]   Involvement of CesA4, CesA7-A/B and CesA8-A/B in secondary wall formation in Populus trichocarpa wood [J].
Abbas, Manzar ;
Peszlen, Ilona ;
Shi, Rui ;
Kim, Hoon ;
Katahira, Rui ;
Kafle, Kabindra ;
Xiang, Zhouyang ;
Huang, Xiong ;
Min, Douyong ;
Mohamadamin, Makarem ;
Yang, Chenmin ;
Dai, Xinren ;
Yan, Xiaojing ;
Park, Sunkyu ;
Li, Yun ;
Kim, Seong H. ;
Davis, Mark ;
Ralph, John ;
Sederoff, Ronald R. ;
Chiang, Vincent L. ;
Li, Quanzi .
TREE PHYSIOLOGY, 2020, 40 (01) :73-89
[2]   Cysteine proteases XCP1 and XCP2 aid micro-autolysis within the intact central vacuole during xylogenesis in Arabidopsis roots [J].
Avci, Utku ;
Petzold, H. Earl ;
Ismail, Ihab O. ;
Beers, Eric P. ;
Haigler, Candace H. .
PLANT JOURNAL, 2008, 56 (02) :303-315
[3]   Syringyl Lignin Is Unaltered by Severe Sinapyl Alcohol Dehydrogenase Suppression in Tobacco [J].
Barakate, Abdellah ;
Stephens, Jennifer ;
Goldie, Alison ;
Hunter, William N. ;
Marshall, David ;
Hancock, Robert D. ;
Lapierre, Catherine ;
Morreel, Kris ;
Boerjan, Wout ;
Halpin, Claire .
PLANT CELL, 2011, 23 (12) :4492-4506
[4]   Plant proteolytic enzymes: possible roles during programmed cell death [J].
Beers, EP ;
Woffenden, BJ ;
Zhao, CS .
PLANT MOLECULAR BIOLOGY, 2000, 44 (03) :399-415
[5]   Disruption of LACCASE4 and 17 Results in Tissue-Specific Alterations to Lignification of Arabidopsis thaliana Stems [J].
Berthet, Serge ;
Demont-Caulet, Nathalie ;
Pollet, Brigitte ;
Bidzinski, Przemyslaw ;
Cezard, Laurent ;
Le Bris, Phillipe ;
Borrega, Nero ;
Herve, Jonathan ;
Blondet, Eddy ;
Balzergue, Sandrine ;
Lapierre, Catherine ;
Jouanin, Lise .
PLANT CELL, 2011, 23 (03) :1124-1137
[6]   Post mortem function of AtMC9 in xylem vessel elements [J].
Bollhoner, Benjamin ;
Zhang, Bo ;
Stael, Simon ;
Denance, Nicolas ;
Overmyer, Kirk ;
Goffner, Deborah ;
Van Breusegem, Frank ;
Tuominen, Hannele .
NEW PHYTOLOGIST, 2013, 200 (02) :498-510
[7]  
Chang S. J., 1993, Plant Molecular Biology Reporter, V11, P113, DOI 10.1007/BF02670468
[8]   Hierarchical Transcription Factor and Chromatin Binding Network for Wood Formation in Populus trichocarpa [J].
Chen, Hao ;
Wang, Jack P. ;
Liu, Huizi ;
Li, Huiyu ;
Lin, Ying-Chung Jimmy ;
Shi, Rui ;
Yang, Chenmin ;
Gao, Jinghui ;
Zhou, Chenguang ;
Li, Quanzi ;
Sederoff, Ronald R. ;
Li, Wei ;
Chiang, Vincent L. .
PLANT CELL, 2019, 31 (03) :602-626
[9]   Spatiotemporal Developmental Trajectories in the Arabidopsis Root Revealed Using High-Throughput Single-Cell RNA Sequencing [J].
Denyer, Tom ;
Ma, Xiaoli ;
Klesen, Simon ;
Scacchi, Emanuele ;
Nieselt, Kay ;
Timmermans, Marja C. P. .
DEVELOPMENTAL CELL, 2019, 48 (06) :840-+
[10]  
Evert RF., 2006, Esaus Plant Anatomy: Meristems, Cells, and Tissues of the Plant Body: Their Structure, V3rd edn