Literature DB >> 33400914

Single-cell RNA sequencing of developing maize ears facilitates functional analysis and trait candidate gene discovery.

Xiaosa Xu1, Megan Crow1, Brian R Rice2, Forrest Li1, Benjamin Harris1, Lei Liu1, Edgar Demesa-Arevalo1, Zefu Lu3, Liya Wang1, Nathan Fox1, Xiaofei Wang1, Jorg Drenkow1, Anding Luo4, Si Nian Char5, Bing Yang6, Anne W Sylvester4, Thomas R Gingeras1, Robert J Schmitz3, Doreen Ware7, Alexander E Lipka2, Jesse Gillis1, David Jackson8.   

Abstract

Crop productivity depends on activity of meristems that produce optimized plant architectures, including that of the maize ear. A comprehensive understanding of development requires insight into the full diversity of cell types and developmental domains and the gene networks required to specify them. Until now, these were identified primarily by morphology and insights from classical genetics, which are limited by genetic redundancy and pleiotropy. Here, we investigated the transcriptional profiles of 12,525 single cells from developing maize ears. The resulting developmental atlas provides a single-cell RNA sequencing (scRNA-seq) map of an inflorescence. We validated our results by mRNA in situ hybridization and by fluorescence-activated cell sorting (FACS) RNA-seq, and we show how these data may facilitate genetic studies by predicting genetic redundancy, integrating transcriptional networks, and identifying candidate genes associated with crop yield traits.
Copyright © 2020 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  GWAS; developmental networks; maize ear; meristem; scRNA-seq; trait genes

Mesh:

Year:  2021        PMID: 33400914      PMCID: PMC7904613          DOI: 10.1016/j.devcel.2020.12.015

Source DB:  PubMed          Journal:  Dev Cell        ISSN: 1534-5807            Impact factor:   13.417


  76 in total

1.  Control of meristem determinacy by trehalose 6-phosphate phosphatases is uncoupled from enzymatic activity.

Authors:  Hannes Claeys; Son Lang Vi; Xiaosa Xu; Namiko Satoh-Nagasawa; Andrea L Eveland; Alexander Goldshmidt; Regina Feil; Grace A Beggs; Hajime Sakai; Richard G Brennan; John E Lunn; David Jackson
Journal:  Nat Plants       Date:  2019-04-01       Impact factor: 15.793

Review 2.  Maps of random walks on complex networks reveal community structure.

Authors:  Martin Rosvall; Carl T Bergstrom
Journal:  Proc Natl Acad Sci U S A       Date:  2008-01-23       Impact factor: 11.205

3.  Class II tassel seed mutations provide evidence for multiple types of inflorescence meristems in maize (Poaceae).

Authors:  E Irish
Journal:  Am J Bot       Date:  1997-11       Impact factor: 3.844

4.  Improved heritability estimation from genome-wide SNPs.

Authors:  Doug Speed; Gibran Hemani; Michael R Johnson; David J Balding
Journal:  Am J Hum Genet       Date:  2012-12-07       Impact factor: 11.025

Review 5.  Beyond bulk: a review of single cell transcriptomics methodologies and applications.

Authors:  Ashwinikumar Kulkarni; Ashley G Anderson; Devin P Merullo; Genevieve Konopka
Journal:  Curr Opin Biotechnol       Date:  2019-04-10       Impact factor: 9.740

6.  Genome-wide characterization of the HD-ZIP IV transcription factor family in maize: preferential expression in the epidermis.

Authors:  Marie Javelle; Catherine Klein-Cosson; Vanessa Vernoud; Véronique Boltz; Chris Maher; Marja Timmermans; Nathalie Depège-Fargeix; Peter M Rogowsky
Journal:  Plant Physiol       Date:  2011-08-08       Impact factor: 8.340

Review 7.  The Past, Present, and Future of Maize Improvement: Domestication, Genomics, and Functional Genomic Routes toward Crop Enhancement.

Authors:  Jie Liu; Alisdair R Fernie; Jianbing Yan
Journal:  Plant Commun       Date:  2019-11-27

8.  Fast and accurate short read alignment with Burrows-Wheeler transform.

Authors:  Heng Li; Richard Durbin
Journal:  Bioinformatics       Date:  2009-05-18       Impact factor: 6.937

9.  Trimmomatic: a flexible trimmer for Illumina sequence data.

Authors:  Anthony M Bolger; Marc Lohse; Bjoern Usadel
Journal:  Bioinformatics       Date:  2014-04-01       Impact factor: 6.937

10.  CoCoCoNet: conserved and comparative co-expression across a diverse set of species.

Authors:  John Lee; Manthan Shah; Sara Ballouz; Megan Crow; Jesse Gillis
Journal:  Nucleic Acids Res       Date:  2020-07-02       Impact factor: 16.971

View more
  29 in total

Review 1.  Omics-Facilitated Crop Improvement for Climate Resilience and Superior Nutritive Value.

Authors:  Tinashe Zenda; Songtao Liu; Anyi Dong; Jiao Li; Yafei Wang; Xinyue Liu; Nan Wang; Huijun Duan
Journal:  Front Plant Sci       Date:  2021-12-01       Impact factor: 5.753

Review 2.  Practical Considerations for Single-Cell Genomics.

Authors:  Claire Regan; Jonathan Preall
Journal:  Curr Protoc       Date:  2022-08

3.  Revisiting the origin and identity specification of the spikelet: A structural innovation in grasses (Poaceae).

Authors:  Yanli Wang; Xiaojing Bi; Jinshun Zhong
Journal:  Plant Physiol       Date:  2022-08-29       Impact factor: 8.005

4.  scCloudMine: A cloud-based app for visualization, comparison, and exploration of single-cell transcriptomic data.

Authors:  Mathew G Lewsey; Changyu Yi; Oliver Berkowitz; Felipe Ayora; Maurice Bernado; James Whelan
Journal:  Plant Commun       Date:  2022-01-22

5.  Trafficking and localization of KNOTTED1 related mRNAs in shoot meristems.

Authors:  Munenori Kitagawa; Xiaosa Xu; David Jackson
Journal:  Commun Integr Biol       Date:  2022-07-06

6.  Single-cell resolution of lineage trajectories in the Arabidopsis stomatal lineage and developing leaf.

Authors:  Camila B Lopez-Anido; Anne Vatén; Nicole K Smoot; Nidhi Sharma; Victoria Guo; Yan Gong; M Ximena Anleu Gil; Annika K Weimer; Dominique C Bergmann
Journal:  Dev Cell       Date:  2021-04-05       Impact factor: 12.270

Review 7.  Potentials of single-cell genomics in deciphering cellular phenotypes.

Authors:  Abbas Shojaee; Michelle Saavedra; Shao-Shan Carol Huang
Journal:  Curr Opin Plant Biol       Date:  2021-06-08       Impact factor: 9.396

8.  High expression of the MADS-box gene VRT2 increases the number of rudimentary basal spikelets in wheat.

Authors:  Anna E Backhaus; Ashleigh Lister; Melissa Tomkins; Nikolai M Adamski; James Simmonds; Iain Macaulay; Richard J Morris; Wilfried Haerty; Cristobal Uauy
Journal:  Plant Physiol       Date:  2022-06-27       Impact factor: 8.005

Review 9.  A Sight on Single-Cell Transcriptomics in Plants Through the Prism of Cell-Based Computational Modeling Approaches: Benefits and Challenges for Data Analysis.

Authors:  Aleksandr Bobrovskikh; Alexey Doroshkov; Stefano Mazzoleni; Fabrizio Cartenì; Francesco Giannino; Ulyana Zubairova
Journal:  Front Genet       Date:  2021-05-21       Impact factor: 4.599

Review 10.  Plant single-cell solutions for energy and the environment.

Authors:  Benjamin Cole; Dominique Bergmann; Crysten E Blaby-Haas; Ian K Blaby; Kristofer E Bouchard; Siobhan M Brady; Doina Ciobanu; Devin Coleman-Derr; Samuel Leiboff; Jenny C Mortimer; Tatsuya Nobori; Seung Y Rhee; Jeremy Schmutz; Blake A Simmons; Anup K Singh; Neelima Sinha; John P Vogel; Ronan C O'Malley; Axel Visel; Diane E Dickel
Journal:  Commun Biol       Date:  2021-08-12
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.