特定质点的转录组分析揭示了植物生长素参与玉米植被相变的时间和作用。

IF 4.2 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Plant Science Pub Date : 2024-11-12 DOI:10.1016/j.plantsci.2024.112317
Krista Osadchuk, Ben Beydler, Chi-Lien Cheng, Erin Irish
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引用次数: 0

摘要

我们利用机器学习辅助分析基因表达模式,比较了具有代表性的早期和晚期玉米幼叶、过渡叶和成叶的连续发育阶段,以确定无性相变(VPC)的特征,包括确定玉米这一发育转变的时间。我们使用 t-SNE 将 32 个叶片样本分为 9 组,这些样本具有相似的基因表达模式。TO-GCN 支持玉米的一系列事件,其中萌芽相关的 ROS 触发了 JA 反应,既缓解了氧化应激,又诱导了 miR156 的产生,进而刺激了幼苗的生长。调节硫同化的 MIR395 的表达模式导致了一种假设,即植物硫化肽参与了向成体分化模式的过渡。
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Transcriptome analyses at specific plastochrons reveal timing and involvement of phytosulfokine in maize vegetative phase change
Successive developmental stages of representative early and late juvenile, transition, and adult maize leaves were compared using machine-learning-aided analyses of gene expression patterns to characterize vegetative phase change (VPC), including identification of the timing of this developmental transition in maize. We used t-SNE to organize 32 leaf samples into 9 groups with similar patterns of gene expression. oposSOM yielded clusters of co-expressed genes from key developmental stages. TO-GCN supported a sequence of events in maize in which germination-associated ROS triggers a JA response, both relieving oxidative stress and inducing miR156 production, which in turn spurs juvenility. Patterns of expression of MIR395, which regulates sulfur assimilation, led to the hypothesis that phytosulfokine, a sulfated peptide, is involved in the transition to adult patterns of differentiation.
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来源期刊
Plant Science
Plant Science 生物-生化与分子生物学
CiteScore
9.10
自引率
1.90%
发文量
322
审稿时长
33 days
期刊介绍: Plant Science will publish in the minimum of time, research manuscripts as well as commissioned reviews and commentaries recommended by its referees in all areas of experimental plant biology with emphasis in the broad areas of genomics, proteomics, biochemistry (including enzymology), physiology, cell biology, development, genetics, functional plant breeding, systems biology and the interaction of plants with the environment. Manuscripts for full consideration should be written concisely and essentially as a final report. The main criterion for publication is that the manuscript must contain original and significant insights that lead to a better understanding of fundamental plant biology. Papers centering on plant cell culture should be of interest to a wide audience and methods employed result in a substantial improvement over existing established techniques and approaches. Methods papers are welcome only when the technique(s) described is novel or provides a major advancement of established protocols.
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