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转录组和基因共表达网络分析鉴定参与香蕉( spp.)高度发育的差异表达基因和信号通路。

Transcriptome and Gene Co-Expression Network Analysis Identifying Differentially Expressed Genes and Signal Pathways Involved in the Height Development of Banana ( spp.).

机构信息

College of Tropical Crops, Hainan University, Haikou 570228, China.

Key Laboratory of Biology and Genetic Resources of Tropical Crops, Ministry of Agriculture, Hainan Institute for Tropical Agricultural Resources, Institute of Tropical Bioscience and Biotechnology, Chinese Academy of Tropical Agricultural Sciences, Haikou, 571101, China.

出版信息

Int J Mol Sci. 2023 Jan 30;24(3):2628. doi: 10.3390/ijms24032628.

Abstract

Plant height is an important and valuable agronomic trait associated with yield and resistance to abiotic and biotic stresses. Dwarfism has positive effects on plant development and field management, especially for tall monocotyledon banana ( spp.). However, several key genes and their regulation mechanism of controlling plant height during banana development are unclear. In the present study, the popular cultivar 'Brazilian banana' ('BX') and its dwarf mutant ('RK') were selected to identify plant height-related genes by comparing the phenotypic and transcriptomic data. Banana seedlings with 3-4 leaves were planted in the greenhouse and field. We found that the third and fourth weeks are the key period of plant height development of the selected cultivars. A total of 4563 and 10507 differentially expressed genes (DEGs) were identified in the third and fourth weeks, respectively. Twenty modules were produced by the weighted gene co-expression network analysis (WGCNA). Eight modules were positively correlated with the plant height, and twelve other modules were negatively correlated. Combining with the analysis of DEGs and WGCNA, 13 genes in the signaling pathway of gibberellic acid (GA) and 7 genes in the signaling pathway of indole acetic acid (IAA) were identified. Hub genes related to plant height development were obtained in light of the significantly different expression levels (|log2FC| ≥ 1) at the critical stages. Moreover, GA3 treatment significantly induced the transcription expressions of the selected candidate genes, suggesting that GA signaling could play a key role in plant height development of banana. It provides an important gene resource for the regulation mechanism of banana plant development and assisted breeding of ideal plant architecture.

摘要

株高是与产量和抗非生物及生物胁迫相关的一个重要的、有价值的农艺性状。矮化对植物的发育和田间管理有积极的影响,尤其是对高大的单子叶香蕉( spp.)。然而,控制香蕉发育过程中株高的几个关键基因及其调控机制尚不清楚。本研究选用了常见的栽培品种“巴西香蕉”(‘BX’)及其矮化突变体(‘RK’),通过比较表型和转录组数据来鉴定与株高相关的基因。将 3-4 叶期的香蕉幼苗种植在温室和田间。我们发现,第三和第四周是所选品种株高发育的关键时期。在第三和第四周分别鉴定到了 4563 个和 10507 个差异表达基因(DEGs)。加权基因共表达网络分析(WGCNA)产生了 20 个模块。其中 8 个模块与株高呈正相关,另外 12 个模块与株高呈负相关。结合 DEGs 和 WGCNA 的分析,鉴定到了赤霉素(GA)信号通路中的 13 个基因和吲哚乙酸(IAA)信号通路中的 7 个基因。根据关键阶段显著差异表达水平(|log2FC|≥1)获得了与株高发育相关的枢纽基因。此外,GA3 处理显著诱导了所选候选基因的转录表达,表明 GA 信号可能在香蕉株高发育中起关键作用。这为香蕉植物发育的调控机制和理想植物结构的辅助育种提供了重要的基因资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2d2a/9917265/81a072d64c7f/ijms-24-02628-g001.jpg

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