Comparative transcriptomics and weighted gene co-expression correlation network analysis (WGCNA) identified genes associated with fruit shape in pumpkin (Cucurbita maxima)

IF 3.9 2区 农林科学 Q1 HORTICULTURE
Xi Wei, Danni Wei, Lingjin Chen, Mai Chen, Xiaofu Tang
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Abstract

Pumpkin (Cucurbita maxima) is a prominent cultivar in China and is highly favored by consumers. Fruit shape is a critical agronomic trait in horticultural crops, which significantly contributes to their commercial value. In this study, we compared the two inbred lines of Cucurbita maxima, 'CNG2–3–1–1′ and 'BL27–3–2–1′, which exhibited significant difference in fruit shape. We observed that 'CNG2–3–1–1′ had a notably higher fruit shape index than 'BL27–3–2–1′, potentially due to variations in gene expression regulating cell division and expansion throughout fruit development. Furthermore, fruit shape was clearly discernible in both inbred lines at the ovary stage. Transcriptome sequencing was performed at five developmental stages of the inbred lines, coupled with weighted co-expression network analysis (WGCNA), to elucidate the molecular mechanisms and interaction networks of select differentially expressed genes involved in fruit shape regulation. The findings revealed the detection of 25,653 differentially expressed genes (DEGs). In the growth hormone signaling pathway, CmaAux/IAA, CmaAUX1, CmaGH3, and CmaSAUR, as well as CmaARR, CmaCRE1, and CmaAHP in the cytokinin signaling pathway, exhibited differential expression between the two inbred lines. Moreover, analysis of differentially expressed transcription factors across various developmental stages suggested that CmabHLH, CmaERF, CmaWRKY, CmaHD-ZIP, and CmaMYB transcription factors may be associated with fruit expansion. It is postulated that these factors interact with target genes to collectively govern cell division and expansion in both horizontal and vertical directions, thereby influencing fruit shape difference between the two inbred lines.
比较转录组学和加权基因共表达相关网络分析(WGCNA)确定了与南瓜(Cucurbita maxima)果实形状相关的基因
南瓜(Cucurbita maxima)是中国的一个重要栽培品种,深受消费者青睐。果形是园艺作物的一个关键农艺性状,对其商业价值有重要影响。本研究比较了两个近交系 "CNG2-3-1-1′"和 "BL27-3-2-1′"在果实形状上的显著差异。我们观察到,'CNG2-3-1-1′的果形指数明显高于'BL27-3-2-1′,这可能是由于在整个果实发育过程中,调控细胞分裂和扩展的基因表达发生了变化。此外,这两个近交系在子房阶段的果实形状都很明显。在近交系的五个发育阶段进行了转录组测序,并结合加权共表达网络分析(WGCNA),以阐明参与果实形状调控的部分差异表达基因的分子机制和相互作用网络。研究结果发现了25653个差异表达基因(DEGs)。在生长素信号通路中,CmaAux/IAA、CmaAUX1、CmaGH3和CmaSAUR以及细胞分裂素信号通路中的CmaARR、CmaCRE1和CmaAHP在两个近交系之间表现出差异表达。此外,对不同发育阶段差异表达的转录因子的分析表明,CmabHLH、CmaERF、CmaWRKY、CmaHD-ZIP 和 CmaMYB 转录因子可能与果实膨大有关。据推测,这些因子与目标基因相互作用,共同调控细胞在水平和垂直方向上的分裂和膨大,从而影响两个近交系之间的果实形状差异。
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来源期刊
Scientia Horticulturae
Scientia Horticulturae 农林科学-园艺
CiteScore
8.60
自引率
4.70%
发文量
796
审稿时长
47 days
期刊介绍: Scientia Horticulturae is an international journal publishing research related to horticultural crops. Articles in the journal deal with open or protected production of vegetables, fruits, edible fungi and ornamentals under temperate, subtropical and tropical conditions. Papers in related areas (biochemistry, micropropagation, soil science, plant breeding, plant physiology, phytopathology, etc.) are considered, if they contain information of direct significance to horticulture. Papers on the technical aspects of horticulture (engineering, crop processing, storage, transport etc.) are accepted for publication only if they relate directly to the living product. In the case of plantation crops, those yielding a product that may be used fresh (e.g. tropical vegetables, citrus, bananas, and other fruits) will be considered, while those papers describing the processing of the product (e.g. rubber, tobacco, and quinine) will not. The scope of the journal includes all horticultural crops but does not include speciality crops such as, medicinal crops or forestry crops, such as bamboo. Basic molecular studies without any direct application in horticulture will not be considered for this journal.
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