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Dynamic Atlasing Of Gene Expression Domains From Individual Images

机译:从单个图像动态表达基因表达域

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Analyzing gene expression patterns over the tissue of an organ during growth is a means to decipher the biological mechanisms that control its shaping. For this, the organ is often sampled and imaged in different individuals at different developmental stages. However, estimating a continuous developmental process from a discrete dataset is an arduous task, especially if both size and shape evolve. We propose a strategy to: 1) integrate individual data to produce a comprehensive representation of the dynamic of expression patterns in a growing tissue, and 2) superimpose and compare patterns coming from different experimental groups. This opens the way to the integrative atlasing of expression patterns in an organ during its development. To illustrate our approach, we use a particularly challenging organ that can encompass huge shape changes during growth, the plant leaf.
机译:在生长过程中分析器官组织上的基因表达模式是破解控制器官形成的生物学机制的一种手段。为此,经常在不同的发育阶段以不同的个体对器官进行采样和成像。但是,从离散的数据集中估计连续的开发过程是一项艰巨的任务,尤其是在尺寸和形状都在变化的情况下。我们提出一种策略,以:1)整合单个数据以生成生长组织中表达模式动态的全面表示,以及2)叠加和比较来自不同实验组的模式。这为器官发育过程中表达模式的综合图谱开辟了道路。为了说明我们的方法,我们使用了一种特别具有挑战性的器官,该器官在生长过程中可能会包含巨大的形状变化,即植物叶片。

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