A single-cell Arabidopsis root atlas reveals developmental trajectories in wild-type and cell identity mutants

被引:136
|
作者
Shahan, Rachel [1 ]
Hsu, Che-Wei [2 ,3 ]
Nolan, Trevor M. [1 ]
Cole, Benjamin J. [4 ]
Taylor, Isaiah W. [1 ]
Greenstreet, Laura [5 ]
Zhang, Stephen [5 ]
Afanassiev, Anton [5 ]
Vlot, Anna Hendrika Cornelia [3 ,6 ]
Schiebinger, Geoffrey [5 ]
Benfey, Philip N. [1 ,7 ]
Ohler, Uwe [2 ,3 ,6 ]
机构
[1] Duke Univ, Dept Biol, Durham, NC 27708 USA
[2] Humboldt Univ, Dept Biol, D-10117 Berlin, Germany
[3] Max Delbruck Ctr Mol Med, Berlin Inst Med Syst Biol, D-10115 Berlin, Germany
[4] US DOE, Joint Genome Inst, Walnut Creek, CA 94598 USA
[5] Univ British Columbia, Dept Math, Vancouver, BC V6T 1Z2, Canada
[6] Humboldt Univ, Dept Comp Sci, D-10117 Berlin, Germany
[7] Duke Univ, Howard Hughes Med Inst, Durham, NC 27708 USA
基金
加拿大自然科学与工程研究理事会; 美国国家科学基金会; 美国国家卫生研究院;
关键词
DIFFERENTIAL EXPRESSION ANALYSIS; GENE-EXPRESSION; MAP; MERISTEM; ORGANIZATION; MAINTENANCE; ENDOCYCLE; EPIDERMIS; DIVISION;
D O I
10.1016/j.devcel.2022.01.008
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
In all multicellular organisms, transcriptional networks orchestrate organ development. The Arabidopsis root, with its simple structure and indeterminate growth, is an ideal model for investigating the spatiotemporal transcriptional signatures underlying developmental trajectories. To map gene expression dynamics across root cell types and developmental time, we built a comprehensive, organ-scale atlas at single-cell resolution. In addition to estimating developmental progressions in pseudotime, we employed the mathematical concept of optimal transport to infer developmental trajectories and identify their underlying regulators. To demonstrate the utility of the atlas to interpret new datasets, we profiled mutants for two key transcriptional regulators at single-cell resolution, shortroot and scarecrow. We report transcriptomic and in vivo evidence for tissue trans-differentiation underlying a mixed cell identity phenotype in scarecrow. Our results support the atlas as a rich community resource for unraveling the transcriptional programs that specify and maintain cell identity to regulate spatiotemporal organ development.
引用
收藏
页码:543 / +
页数:28
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