Literature DB >> 33648457

Gene co-expression analysis of tomato seed maturation reveals tissue-specific regulatory networks and hubs associated with the acquisition of desiccation tolerance and seed vigour.

Elise Bizouerne1, Julia Buitink1, Benoît Ly Vu1, Joseph Ly Vu1, Eddi Esteban2, Asher Pasha2, Nicholas Provart2, Jérôme Verdier1, Olivier Leprince3.   

Abstract

BACKGROUND: During maturation seeds acquire several physiological traits to enable them to survive drying and disseminate the species. Few studies have addressed the regulatory networks controlling acquisition of these traits at the tissue level particularly in endospermic seeds such as tomato, which matures in a fully hydrated environment and does not undergo maturation drying. Using temporal RNA-seq analyses of the different seed tissues during maturation, gene network and trait-based correlations were used to explore the transcriptome signatures associated with desiccation tolerance, longevity, germination under water stress and dormancy.
RESULTS: During maturation, 15,173 differentially expressed genes were detected, forming a gene network representing 21 expression modules, with 3 being specific to seed coat and embryo and 5 to the endosperm. A gene-trait significance measure identified a common gene module between endosperm and embryo associated with desiccation tolerance and conserved with non-endospermic seeds. In addition to genes involved in protection such LEA and HSP and ABA response, the module included antioxidant and repair genes. Dormancy was released concomitantly with the increase in longevity throughout fruit ripening until 14 days after the red fruit stage. This was paralleled by an increase in SlDOG1-2 and PROCERA transcripts. The progressive increase in seed vigour was captured by three gene modules, one in common between embryo and endosperm and two tissue-specific. The common module was enriched with genes associated with mRNA processing in chloroplast and mitochondria (including penta- and tetratricopeptide repeat-containing proteins) and post-transcriptional regulation, as well several flowering genes. The embryo-specific module contained homologues of ABI4 and CHOTTO1 as hub genes associated with seed vigour, whereas the endosperm-specific module revealed a diverse set of processes that were related to genome stability, defence against pathogens and ABA/GA response genes.
CONCLUSION: The spatio-temporal co-expression atlas of tomato seed maturation will serve as a valuable resource for the in-depth understanding of the dynamics of gene expression associated with the acquisition of seed vigour at the tissue level.

Entities:  

Keywords:  Dormancy; Embryo; Endosperm; Longevity; Maturation; Seed coat; Seed development; Transcriptome

Mesh:

Year:  2021        PMID: 33648457      PMCID: PMC7923611          DOI: 10.1186/s12870-021-02889-8

Source DB:  PubMed          Journal:  BMC Plant Biol        ISSN: 1471-2229            Impact factor:   4.215


  75 in total

1.  A general framework for weighted gene co-expression network analysis.

Authors:  Bin Zhang; Steve Horvath
Journal:  Stat Appl Genet Mol Biol       Date:  2005-08-12

Review 2.  Pleiotropy in developmental regulation by flowering-pathway genes: is it an evolutionary constraint?

Authors:  Gabriela A Auge; Steven Penfield; Kathleen Donohue
Journal:  New Phytol       Date:  2019-06-18       Impact factor: 10.151

3.  The Arabidopsis DELAY OF GERMINATION 1 gene affects ABSCISIC ACID INSENSITIVE 5 (ABI5) expression and genetically interacts with ABI3 during Arabidopsis seed development.

Authors:  Bas J W Dekkers; Hanzi He; Johannes Hanson; Leo A J Willems; Diaan C L Jamar; Gwendal Cueff; Loïc Rajjou; Henk W M Hilhorst; Leónie Bentsink
Journal:  Plant J       Date:  2016-02-05       Impact factor: 6.417

4.  The interaction between genotype and maternal nutritional environments affects tomato seed and seedling quality.

Authors:  Nafiseh Geshnizjani; Saadat Sarikhani Khorami; Leo A J Willems; Basten L Snoek; Henk W M Hilhorst; Wilco Ligterink
Journal:  J Exp Bot       Date:  2019-05-09       Impact factor: 6.992

5.  Arabidopsis thaliana bZIP44: a transcription factor affecting seed germination and expression of the mannanase-encoding gene AtMAN7.

Authors:  Raquel Iglesias-Fernández; Cristina Barrero-Sicilia; Néstor Carrillo-Barral; Luis Oñate-Sánchez; Pilar Carbonero
Journal:  Plant J       Date:  2013-04-08       Impact factor: 6.417

6.  WRINKLED1 specifies the regulatory action of LEAFY COTYLEDON2 towards fatty acid metabolism during seed maturation in Arabidopsis.

Authors:  Sébastien Baud; Monica Santos Mendoza; Alexandra To; Erwana Harscoët; Loïc Lepiniec; Bertrand Dubreucq
Journal:  Plant J       Date:  2007-04-05       Impact factor: 6.417

7.  Integrating genetic and network analysis to characterize genes related to mouse weight.

Authors:  Anatole Ghazalpour; Sudheer Doss; Bin Zhang; Susanna Wang; Christopher Plaisier; Ruth Castellanos; Alec Brozell; Eric E Schadt; Thomas A Drake; Aldons J Lusis; Steve Horvath
Journal:  PLoS Genet       Date:  2006-07-05       Impact factor: 5.917

8.  Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2.

Authors:  Michael I Love; Wolfgang Huber; Simon Anders
Journal:  Genome Biol       Date:  2014       Impact factor: 13.583

9.  Salmon provides fast and bias-aware quantification of transcript expression.

Authors:  Rob Patro; Geet Duggal; Michael I Love; Rafael A Irizarry; Carl Kingsford
Journal:  Nat Methods       Date:  2017-03-06       Impact factor: 28.547

10.  High-resolution spatiotemporal transcriptome mapping of tomato fruit development and ripening.

Authors:  Yoshihito Shinozaki; Philippe Nicolas; Noe Fernandez-Pozo; Qiyue Ma; Daniel J Evanich; Yanna Shi; Yimin Xu; Yi Zheng; Stephen I Snyder; Laetitia B B Martin; Eliel Ruiz-May; Theodore W Thannhauser; Kunsong Chen; David S Domozych; Carmen Catalá; Zhangjun Fei; Lukas A Mueller; James J Giovannoni; Jocelyn K C Rose
Journal:  Nat Commun       Date:  2018-01-25       Impact factor: 14.919

View more
  4 in total

Review 1.  Seed germination and vigor: ensuring crop sustainability in a changing climate.

Authors:  Reagan C Reed; Kent J Bradford; Imtiyaz Khanday
Journal:  Heredity (Edinb)       Date:  2022-01-10       Impact factor: 3.832

2.  The Fruit Proteome Response to the Ripening Stages in Three Tomato Genotypes.

Authors:  Hyo-Gil Choi; Dong-Young Park; Nam-Jun Kang
Journal:  Plants (Basel)       Date:  2022-02-19

3.  Seed-to-Seedling Transition in Pisum sativum L.: A Transcriptomic Approach.

Authors:  Galina Smolikova; Ksenia Strygina; Ekaterina Krylova; Aleksander Vikhorev; Tatiana Bilova; Andrej Frolov; Elena Khlestkina; Sergei Medvedev
Journal:  Plants (Basel)       Date:  2022-06-25

Review 4.  Genetic Aspects and Molecular Causes of Seed Longevity in Plants-A Review.

Authors:  Mian Abdur Rehman Arif; Irfan Afzal; Andreas Börner
Journal:  Plants (Basel)       Date:  2022-02-23
  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.