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发育过程中复杂性如何增加:对黑腹果蝇1218个基因的时空动态分析。

How complexity increases in development: An analysis of the spatial-temporal dynamics of 1218 genes in Drosophila melanogaster.

作者信息

Salvador-Martínez Irepan, Salazar-Ciudad Isaac

机构信息

Evo-devo Helsinki Community, Centre of Excellence in Computational and Experimental Developmental Biology, Institute of Biotechnology, University of Helsinki, Helsinki, Finland.

Evo-devo Helsinki Community, Centre of Excellence in Computational and Experimental Developmental Biology, Institute of Biotechnology, University of Helsinki, Helsinki, Finland; Genomics, Bioinformatics and Evolution, Departament de Genètica i Microbiologia, Universitat Autònoma de Barcelona, Barcelona, Spain.

出版信息

Dev Biol. 2015 Sep 15;405(2):328-39. doi: 10.1016/j.ydbio.2015.07.003. Epub 2015 Jul 14.

Abstract

One of the most apparent phenomena in development is that it starts with something apparently simple and leads to something clearly complex with a specific and functional structure. At the level of gene expression it seems also clear that the embryo becomes progressively compartmentalized over time and space. However, there have not been any systematic attempts to quantify how this occurs. Here, we present a quantitative analysis of the compartmentalization and spatial complexity of gene expression in Drosophila melanogaster over developmental time by analyzing thousands of gene expression spatial patterns from FlyExpress database. We use three different mathematical measures of compartmentalization of gene expression in space. All these measures show a similar non-linear increase in compartmentalization over time, with the most dramatic change occurring from the maternal to the early gastrula stage. Transcription factors and growth factors showed an earlier compartmentalization. Finally, we partitioned the embryo space in 257 equally sized regions and clustered them depending on their expression similarity, within and between stages. This provides a global overview about the effective degree of differentiation and compartmentalization between body parts at each developmental stage and when and where in the embryo there are more changes, due to signaling or movement.

摘要

发育过程中最明显的现象之一是,它始于看似简单的事物,却发展出具有特定功能结构的明显复杂的事物。在基因表达层面,胚胎似乎也随着时间和空间的推移逐渐被分隔开来,这一点同样清晰。然而,尚未有任何系统性的尝试来量化这一过程是如何发生的。在此,我们通过分析来自FlyExpress数据库的数千个基因表达空间模式,对黑腹果蝇发育过程中基因表达的分隔化和空间复杂性进行了定量分析。我们使用了三种不同的衡量基因表达在空间中分隔化的数学方法。所有这些方法都显示,随着时间的推移,分隔化呈类似的非线性增加,最显著的变化发生在从母体阶段到早期原肠胚阶段。转录因子和生长因子表现出更早的分隔化。最后,我们将胚胎空间划分为257个大小相等的区域,并根据它们在不同阶段内和阶段间的表达相似性进行聚类。这提供了一个关于每个发育阶段身体各部分之间有效分化和分隔化程度的全局概述,以及胚胎中由于信号传导或移动而发生更多变化的时间和位置。

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