Literature DB >> 33621494

A multiscale analysis of early flower development in Arabidopsis provides an integrated view of molecular regulation and growth control.

Yassin Refahi1, Argyris Zardilis2, Gaël Michelin3, Raymond Wightman2, Bruno Leggio4, Jonathan Legrand4, Emmanuel Faure5, Laetitia Vachez4, Alessia Armezzani4, Anne-Evodie Risson4, Feng Zhao4, Pradeep Das4, Nathanaël Prunet6, Elliot M Meyerowitz7, Christophe Godin4, Grégoire Malandain3, Henrik Jönsson8, Jan Traas9.   

Abstract

We have analyzed the link between the gene regulation and growth during the early stages of flower development in Arabidopsis. Starting from time-lapse images, we generated a 4D atlas of early flower development, including cell lineage, cellular growth rates, and the expression patterns of regulatory genes. This information was introduced in MorphoNet, a web-based platform. Using computational models, we found that the literature-based molecular network only explained a minority of the gene expression patterns. This was substantially improved by adding regulatory hypotheses for individual genes. Correlating growth with the combinatorial expression of multiple regulators led to a set of hypotheses for the action of individual genes in morphogenesis. This identified the central factor LEAFY as a potential regulator of heterogeneous growth, which was supported by quantifying growth patterns in a leafy mutant. By providing an integrated view, this atlas should represent a fundamental step toward mechanistic models of flower development.
Copyright © 2021 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  flower development; gene expression; molecular network; morphogenesis

Mesh:

Substances:

Year:  2021        PMID: 33621494      PMCID: PMC8519405          DOI: 10.1016/j.devcel.2021.01.019

Source DB:  PubMed          Journal:  Dev Cell        ISSN: 1534-5807            Impact factor:   12.270


  123 in total

1.  The Arabidopsis thaliana flower organ specification gene regulatory network determines a robust differentiation process.

Authors:  Yara-Elena Sánchez-Corrales; Elena R Alvarez-Buylla; Luis Mendoza
Journal:  J Theor Biol       Date:  2010-03-18       Impact factor: 2.691

2.  The emergence of geometric order in proliferating metazoan epithelia.

Authors:  Matthew C Gibson; Ankit B Patel; Radhika Nagpal; Norbert Perrimon
Journal:  Nature       Date:  2006-08-09       Impact factor: 49.962

3.  A molecular framework for auxin-mediated initiation of flower primordia.

Authors:  Nobutoshi Yamaguchi; Miin-Feng Wu; Cara M Winter; Markus C Berns; Staci Nole-Wilson; Ayako Yamaguchi; George Coupland; Beth A Krizek; Doris Wagner
Journal:  Dev Cell       Date:  2013-01-31       Impact factor: 12.270

4.  Cell size and growth regulation in the Arabidopsis thaliana apical stem cell niche.

Authors:  Lisa Willis; Yassin Refahi; Raymond Wightman; Benoit Landrein; José Teles; Kerwyn Casey Huang; Elliot M Meyerowitz; Henrik Jönsson
Journal:  Proc Natl Acad Sci U S A       Date:  2016-12-05       Impact factor: 11.205

5.  Interactions among APETALA1, LEAFY, and TERMINAL FLOWER1 specify meristem fate.

Authors:  S J Liljegren; C Gustafson-Brown; A Pinyopich; G S Ditta; M F Yanofsky
Journal:  Plant Cell       Date:  1999-06       Impact factor: 11.277

6.  The incoherent feedforward loop can provide fold-change detection in gene regulation.

Authors:  Lea Goentoro; Oren Shoval; Marc W Kirschner; Uri Alon
Journal:  Mol Cell       Date:  2009-12-11       Impact factor: 17.970

7.  KANADI1 regulates adaxial-abaxial polarity in Arabidopsis by directly repressing the transcription of ASYMMETRIC LEAVES2.

Authors:  Gang Wu; Wan-Ching Lin; Tengbo Huang; R Scott Poethig; Patricia S Springer; Randall A Kerstetter
Journal:  Proc Natl Acad Sci U S A       Date:  2008-10-10       Impact factor: 11.205

8.  AINTEGUMENTA and AINTEGUMENTA-LIKE6/PLETHORA3 Induce LEAFY Expression in Response to Auxin to Promote the Onset of Flower Formation in Arabidopsis.

Authors:  Nobutoshi Yamaguchi; Cheol Woong Jeong; Staci Nole-Wilson; Beth A Krizek; Doris Wagner
Journal:  Plant Physiol       Date:  2015-11-04       Impact factor: 8.340

9.  Regulation of floral patterning by flowering time genes.

Authors:  Chang Liu; Wanyan Xi; Lisha Shen; Caiping Tan; Hao Yu
Journal:  Dev Cell       Date:  2009-05       Impact factor: 12.270

10.  Target genes of the MADS transcription factor SEPALLATA3: integration of developmental and hormonal pathways in the Arabidopsis flower.

Authors:  Kerstin Kaufmann; Jose M Muiño; Ruy Jauregui; Chiara A Airoldi; Cezary Smaczniak; Pawel Krajewski; Gerco C Angenent
Journal:  PLoS Biol       Date:  2009-04-21       Impact factor: 8.029

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  8 in total

1.  Stable establishment of organ polarity several plastochrons before primordium outgrowth in Arabidopsis.

Authors:  Feng Zhao; Jan Traas
Journal:  Development       Date:  2021-05-17       Impact factor: 6.868

2.  A 3D gene expression atlas of the floral meristem based on spatial reconstruction of single nucleus RNA sequencing data.

Authors:  Manuel Neumann; Xiaocai Xu; Cezary Smaczniak; Julia Schumacher; Wenhao Yan; Nils Blüthgen; Thomas Greb; Henrik Jönsson; Jan Traas; Kerstin Kaufmann; Jose M Muino
Journal:  Nat Commun       Date:  2022-05-20       Impact factor: 17.694

Review 3.  A Life Cycle for Modeling Biology at Different Scales.

Authors:  Kate Harline; Jesús Martínez-Gómez; Chelsea D Specht; Adrienne H K Roeder
Journal:  Front Plant Sci       Date:  2021-09-03       Impact factor: 5.753

4.  A distinct D1-MSN subpopulation down-regulates dopamine to promote negative emotional state.

Authors:  Zhiyuan Liu; Qiumin Le; Yanbo Lv; Xi Chen; Jian Cui; Yiming Zhou; Deqin Cheng; Chaonan Ma; Xiujuan Su; Lei Xiao; Ruyi Yang; Jiayi Zhang; Lan Ma; Xing Liu
Journal:  Cell Res       Date:  2021-11-30       Impact factor: 46.297

Review 5.  Benchmarking of deep learning algorithms for 3D instance segmentation of confocal image datasets.

Authors:  Anuradha Kar; Manuel Petit; Yassin Refahi; Guillaume Cerutti; Christophe Godin; Jan Traas
Journal:  PLoS Comput Biol       Date:  2022-04-14       Impact factor: 4.779

6.  High-Throughput 3D Phenotyping of Plant Shoot Apical Meristems From Tissue-Resolution Data.

Authors:  Henrik Åhl; Yi Zhang; Henrik Jönsson
Journal:  Front Plant Sci       Date:  2022-04-18       Impact factor: 6.627

7.  The annotation and analysis of complex 3D plant organs using 3DCoordX.

Authors:  Athul Vijayan; Soeren Strauss; Rachele Tofanelli; Tejasvinee Atul Mody; Karen Lee; Miltos Tsiantis; Richard S Smith; Kay Schneitz
Journal:  Plant Physiol       Date:  2022-06-27       Impact factor: 8.005

8.  Stable establishment of organ polarity occurs several plastochrons before primordium outgrowth in Arabidopsis.

Authors:  Feng Zhao; Jan Traas
Journal:  Development       Date:  2021-06-16       Impact factor: 6.862

  8 in total

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