ArticleBMC plant biology2021
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.
Article in BMC plant biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed, 48 citations in OpenAlex.
- From knowledge graph to topological data analysis: a novel framework to analyze gene regulatory networks for tomato-multi-pathogen interactions.The New phytologist · 2026Article
- SeedMatExplorer: the transcriptome atlas of Arabidopsis seed maturation.BMC plant biology · 2026Article
- The phylotranscriptomic profile of angiosperm seed development follows a reverse hourglass pattern.The Plant cell · 2025Article
- Spatial Transcriptomics of Developing Wheat Seed Reveals Concentric Gene Expression Zones and Subgenome Biased Expression of Key Genes.Plant biotechnology journal · 2025Article
- Organ-level gene-regulatory networks inferred from transcriptomic data reveal context-specific regulation and highlight novel regulators of ripening and ABA-mediated responses in tomato.Plant communications · 2025Article
- Deciphering Seed Deterioration: Molecular Insights and Priming Strategies for Revitalizing Aged Seeds.Plants (Basel, Switzerland) · 2025Review
- 20 years of the Bio-Analytic Resource for Plant Biology.Nucleic acids research · 2025Article
- ABA-GA antagonism and modular gene networks cooperatively drive acquisition of desiccation tolerance in perilla seeds.Frontiers in plant science · 2025Article
- Towards resilience: Transcriptional insights on flavonoid biosynthesis during peanut seed maturation phases.PloS one · 2025Article
- Effect of berry maturity stages on the germination and protein constituents of African nightshade (Solanum scabrum) seeds.Scientific reports · 2024Article
- Sleeping but not defenceless: seed dormancy and protection.Journal of experimental botany · 2024Review
- Exploring the gene expression network involved in the heat stress response of a thermotolerant tomato genotype.BMC genomics · 2024Article
- Arabidopsis HSFA9 Acts as a Regulator of Heat Response Gene Expression and the Acquisition of Thermotolerance and Seed Longevity.Plant & cell physiology · 2024Article
- Article
- Seed Longevity and Ageing: A Review on Physiological and Genetic Factors with an Emphasis on Hormonal Regulation.Plants (Basel, Switzerland) · 2023Review
- Genetic Variability in Seed Longevity and Germination Traits in a Tomato MAGIC Population in Contrasting Environments.Plants (Basel, Switzerland) · 2023Article
- Tissues and mechanisms associated with Verticillium wilt resistance in tomato using bi-grafted near-isogenic lines.Journal of experimental botany · 2023Article
- Network Biology Analyses and Dynamic Modeling of Gene Regulatory Networks under Drought Stress Reveal Major Transcriptional Regulators inInternational journal of molecular sciences · 2023Article
- Improvement of Seed Germination under Salt Stress via Overexpressing Caffeic Acid O-methyltransferase 1 (SlCOMT1) in Solanum lycopersicum L.International journal of molecular sciences · 2023Article
- Seed-to-Seedling Transition inPlants (Basel, Switzerland) · 2022Article
Corrections and comments
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Authors and funding
9 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundDuring 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.
resultsDuring 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.
conclusionThe 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.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.