School of Life Sciences and Center for Evolutionary Medicine and Informatics in the Biodesign Institute, Arizona State University, Tempe, Arizona 85287, USA.
Dev Dyn. 2012 Jan;241(1):150-60. doi: 10.1002/dvdy.22749. Epub 2011 Sep 29.
Overlaps in spatial patterns of gene expression are frequently an initial clue to genetic interactions during embryonic development. However, manual inspection of images requires considerable time and resources impeding the discovery of important interactions because tens of thousands of images exist. The FlyExpress discovery platform was developed to facilitate data-driven comparative analysis of expression pattern images from Drosophila embryos.
An image-based search of the BDGP and Fly-FISH datasets conducted in FlyExpress yields fewer but more precise results than text-based searching when the specific goal is to find genes with overlapping expression patterns. We also provide an example of a FlyExpress contribution to scientific discovery: an analysis of gene expression patterns for multigene family members revealed that spatial divergence is far more frequent than temporal divergence, especially after the maternal to zygotic transition. This discovery provides a new clue to molecular mechanisms whereby duplicated genes acquire novel functions.
The application of FlyExpress to understanding the process by which new genes acquire novel functions is just one of a myriad of ways in which it can contribute to our understanding of developmental and evolutionary biology. This resource has many other potential applications, limited only by the investigator's imagination.
在胚胎发育过程中,基因表达的空间模式重叠通常是遗传相互作用的最初线索。然而,手动检查图像需要大量的时间和资源,这阻碍了重要相互作用的发现,因为有成千上万的图像存在。FlyExpress 发现平台旨在促进对来自果蝇胚胎的表达模式图像进行数据驱动的比较分析。
在 FlyExpress 中进行的基于图像的 BDGP 和 Fly-FISH 数据集的搜索,与基于文本的搜索相比,当具体目标是找到具有重叠表达模式的基因时,产生的结果更少但更精确。我们还提供了一个 FlyExpress 有助于科学发现的示例:对多基因家族成员的基因表达模式进行分析表明,空间发散比时间发散更为频繁,尤其是在母体到合子过渡之后。这一发现为复制基因获得新功能的分子机制提供了新线索。
将 FlyExpress 应用于理解新基因获得新功能的过程只是它可以帮助我们理解发育和进化生物学的无数方法之一。该资源还有许多其他潜在的应用,仅受研究人员想象力的限制。