Literature DB >> 30718350

Single-Cell RNA Sequencing Resolves Molecular Relationships Among Individual Plant Cells.

Kook Hui Ryu1, Ling Huang2, Hyun Min Kang3, John Schiefelbein4.   

Abstract

Single-cell RNA sequencing (scRNA-seq) has been used extensively to study cell-specific gene expression in animals, but it has not been widely applied to plants. Here, we describe the use of a commercially available droplet-based microfluidics platform for high-throughput scRNA-seq to obtain single-cell transcriptomes from protoplasts of more than 10,000 Arabidopsis (Arabidopsis thaliana) root cells. We find that all major tissues and developmental stages are represented in this single-cell transcriptome population. Further, distinct subpopulations and rare cell types, including putative quiescent center cells, were identified. A focused analysis of root epidermal cell transcriptomes defined developmental trajectories for individual cells progressing from meristematic through mature stages of root-hair and nonhair cell differentiation. In addition, single-cell transcriptomes were obtained from root epidermis mutants, enabling a comparative analysis of gene expression at single-cell resolution and providing an unprecedented view of the impact of the mutated genes. Overall, this study demonstrates the feasibility and utility of scRNA-seq in plants and provides a first-generation gene expression map of the Arabidopsis root at single-cell resolution.
© 2019 American Society of Plant Biologists. All Rights Reserved.

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Year:  2019        PMID: 30718350      PMCID: PMC6446759          DOI: 10.1104/pp.18.01482

Source DB:  PubMed          Journal:  Plant Physiol        ISSN: 0032-0889            Impact factor:   8.340


  34 in total

1.  Transcriptional regulation of ROS controls transition from proliferation to differentiation in the root.

Authors:  Hironaka Tsukagoshi; Wolfgang Busch; Philip N Benfey
Journal:  Cell       Date:  2010-11-12       Impact factor: 41.582

2.  Cell type-specific expression profiling in plants via cell sorting of protoplasts from fluorescent reporter lines.

Authors:  Kenneth Birnbaum; Jee W Jung; Jean Y Wang; Georgina M Lambert; John A Hirst; David W Galbraith; Philip N Benfey
Journal:  Nat Methods       Date:  2005-08       Impact factor: 28.547

3.  A high-resolution root spatiotemporal map reveals dominant expression patterns.

Authors:  Siobhan M Brady; David A Orlando; Ji-Young Lee; Jean Y Wang; Jeremy Koch; José R Dinneny; Daniel Mace; Uwe Ohler; Philip N Benfey
Journal:  Science       Date:  2007-11-02       Impact factor: 47.728

4.  Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources.

Authors:  Da Wei Huang; Brad T Sherman; Richard A Lempicki
Journal:  Nat Protoc       Date:  2009       Impact factor: 13.491

5.  The bHLH genes GL3 and EGL3 participate in an intercellular regulatory circuit that controls cell patterning in the Arabidopsis root epidermis.

Authors:  Christine Bernhardt; Mingzhe Zhao; Antonio Gonzalez; Alan Lloyd; John Schiefelbein
Journal:  Development       Date:  2004-12-08       Impact factor: 6.868

6.  The rhd6 Mutation of Arabidopsis thaliana Alters Root-Hair Initiation through an Auxin- and Ethylene-Associated Process.

Authors:  J. D. Masucci; J. W. Schiefelbein
Journal:  Plant Physiol       Date:  1994-12       Impact factor: 8.340

7.  Gene expression profiling of single epidermal, basal and trichome cells of Arabidopsis thaliana.

Authors:  Elke Lieckfeldt; Ulrike Simon-Rosin; Frank Kose; Daniela Zoeller; Martin Schliep; Joachim Fisahn
Journal:  J Plant Physiol       Date:  2007-11-14       Impact factor: 3.549

8.  The ENHANCER OF TRY AND CPC1 gene acts redundantly with TRIPTYCHON and CAPRICE in trichome and root hair cell patterning in Arabidopsis.

Authors:  Victor Kirik; Marissa Simon; Martin Huelskamp; John Schiefelbein
Journal:  Dev Biol       Date:  2004-04-15       Impact factor: 3.582

9.  An ancient mechanism controls the development of cells with a rooting function in land plants.

Authors:  Benoît Menand; Keke Yi; Stefan Jouannic; Laurent Hoffmann; Eoin Ryan; Paul Linstead; Didier G Schaefer; Liam Dolan
Journal:  Science       Date:  2007-06-08       Impact factor: 47.728

10.  A gene regulatory network for root epidermis cell differentiation in Arabidopsis.

Authors:  Angela Bruex; Raghunandan M Kainkaryam; Yana Wieckowski; Yeon Hee Kang; Christine Bernhardt; Yang Xia; Xiaohua Zheng; Jean Y Wang; Myeong Min Lee; Philip Benfey; Peter J Woolf; John Schiefelbein
Journal:  PLoS Genet       Date:  2012-01-12       Impact factor: 5.917

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  79 in total

1.  Prediction of condition-specific regulatory genes using machine learning.

Authors:  Qi Song; Jiyoung Lee; Shamima Akter; Matthew Rogers; Ruth Grene; Song Li
Journal:  Nucleic Acids Res       Date:  2020-06-19       Impact factor: 16.971

2.  The Future is Now: Gene Expression Dynamics at Single Cell Resolution.

Authors:  Rachel Shahan
Journal:  Plant Cell       Date:  2019-04-12       Impact factor: 11.277

3.  Sequencing Plant Transcriptomes at Single-Cell Resolution Allows Unprecedented Characterization of Genetic and Developmental Cellular Processes.

Authors:  Jose M Celedon
Journal:  Plant Physiol       Date:  2019-04       Impact factor: 8.340

4.  Identification of Gene Regulatory Networks from Single-Cell Expression Data.

Authors:  Song Li; Haidong Yan; Jiyoung Lee
Journal:  Methods Mol Biol       Date:  2021

5.  PscB: A Browser to Explore Plant Single Cell RNA-Sequencing Data Sets.

Authors:  Xiaoli Ma; Tom Denyer; Marja C P Timmermans
Journal:  Plant Physiol       Date:  2020-03-24       Impact factor: 8.340

6.  Visualization of Protein Coding, Long Noncoding, and Nuclear RNAs by Fluorescence in Situ Hybridization in Sections of Shoot Apical Meristems and Developing Flowers.

Authors:  Weibing Yang; Christoph Schuster; Nathanaël Prunet; Qingkun Dong; Benoit Landrein; Raymond Wightman; Elliot M Meyerowitz
Journal:  Plant Physiol       Date:  2019-11-13       Impact factor: 8.340

7.  Proximity labeling of protein complexes and cell-type-specific organellar proteomes in Arabidopsis enabled by TurboID.

Authors:  Andrea Mair; Shou-Ling Xu; Tess C Branon; Alice Y Ting; Dominique C Bergmann
Journal:  Elife       Date:  2019-09-19       Impact factor: 8.140

8.  Vascular transcription factors guide plant epidermal responses to limiting phosphate conditions.

Authors:  Jos R Wendrich; BaoJun Yang; Niels Vandamme; Kevin Verstaen; Wouter Smet; Celien Van de Velde; Max Minne; Brecht Wybouw; Eliana Mor; Helena E Arents; Jonah Nolf; Julie Van Duyse; Gert Van Isterdael; Steven Maere; Yvan Saeys; Bert De Rybel
Journal:  Science       Date:  2020-09-17       Impact factor: 47.728

Review 9.  The promise of single-cell genomics in plants.

Authors:  José L McFaline-Figueroa; Cole Trapnell; Josh T Cuperus
Journal:  Curr Opin Plant Biol       Date:  2020-05-05       Impact factor: 7.834

10.  Regulation of Cell Type-Specific Immunity Networks in Arabidopsis Roots.

Authors:  Charlotte Rich-Griffin; Ruth Eichmann; Marco U Reitz; Sophie Hermann; Katherine Woolley-Allen; Paul E Brown; Kate Wiwatdirekkul; Eddi Esteban; Asher Pasha; Karl-Heinz Kogel; Nicholas J Provart; Sascha Ott; Patrick Schäfer
Journal:  Plant Cell       Date:  2020-07-22       Impact factor: 11.277

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