ArticleFrontiers in plant science2021
Identification of Key Gene Networks Associated With Cell Wall Components Leading to Flesh Firmness in Watermelon.
Article in Frontiers in plant science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Genome-wide identification of HXK gene families in cucumber and watermelon: CsHXK1 and ClHXK6 play key roles in responding to multiple stresses.BMC plant biology · 2026Article
- Comparative Genomics and Draft Genome Assembly of the Elite Tunisian Date Palm Cultivar Deglet Nour: Insights into the Genetic Variations Linked to Fruit Ripening and Quality Traits.International journal of molecular sciences · 2025Article
- Watermelon fruit metabolome gene discovery and its application in breeding: a review.Frontiers in plant science · 2025Review
- Fresh-cut watermelon: postharvest physiology, technology, and opportunities for quality improvement.Frontiers in genetics · 2025Review
- Identification of Candidate Genes Associated with Flesh Firmness by Combining QTL Mapping and Transcriptome Profiling inInternational journal of molecular sciences · 2024Article
- An Analysis of the Mechanism About COInternational journal of molecular sciences · 2024Article
- Promoter variations of ClERF1 gene determines flesh firmness in watermelon.BMC plant biology · 2024Article
- Dynamic Changes in Cell Wall Polysaccharides during Fruit Development and Ripening of Two Contrasting Loquat Cultivars and Associated Molecular Mechanisms.Foods (Basel, Switzerland) · 2023Article
- WGCNA Identifies a Comprehensive and Dynamic Gene Co-Expression Network That Associates with Smut Resistance in Sugarcane.International journal of molecular sciences · 2022Article
- Full-length transcriptome sequencing reveals the molecular mechanism of potato seedlings responding to low-temperature.BMC plant biology · 2022Article
- Genetic Analysis of Fruit Quality Traits in Sweet Watermelon (Frontiers in plant science · 2022Review
- Pre-Anthesis Cytokinin Applications Increase Table Grape Berry Firmness by Modulating Cell Wall Polysaccharides.Plants (Basel, Switzerland) · 2021Article
Corrections and comments
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Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Flesh firmness of watermelon is an important quality trait for commercial fruit values, including fruit storability, transportability, and shelf life. To date, knowledge of the gene networks underlying this trait is still limited. Herein, we used weighted genes co-expression network analysis (WGCNA) based on correlation and the association of phenotypic data (cell wall contents) with significantly differentially expressed genes between two materials, a near isogeneic line "HWF" (with high average flesh firmness) and inbred line "203Z" (with low average flesh firmness), to identify the gene networks responsible for changes in fruit flesh firmness. We identified three gene modules harboring 354 genes; these gene modules demonstrated significant correlation with water-soluble pectin, cellulose, hemicellulose, and protopectin. Based on intramodular significance, eight genes involved in cell wall biosynthesis and ethylene pathway are identified as hub genes within these modules. Among these genes, two genes,
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