Development of a visual analytics system for cell division dynamics in early C.elegans embryos

Sayaka Nagai, Naohisa Sakamoto
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引用次数: 1

Abstract

In order to elucidate the developmental mechanisms of multicellular organisms, it is important to quantify the spatiotemporal features (phenotypic characteristics) of cells appearing during cell division and to analyze their relationships (correlations). Many analytical techniques have been proposed, including graph visualization technology. However, in addition to specifying interesting characteristics from large data, obtaining biological interpretations is difficult and time-consuming. To solve such problems, we developed a visual analysis system that enables exploratory analysis by linking the phenotypic characteristics of nematodes to the spatiotemporal shape of the cell nucleus. Through our experiments, we performed user evaluations for experts who research the developmental dynamics of the cells. This system enabled the users to analyze these dynamics thoroughly and develop novel concepts.
早期秀丽隐杆线虫胚胎细胞分裂动力学可视化分析系统的开发
为了阐明多细胞生物的发育机制,有必要量化细胞在分裂过程中出现的时空特征(表型特征)并分析它们之间的关系(相关性)。许多分析技术已经被提出,包括图形可视化技术。然而,除了从大数据中指定有趣的特征外,获得生物学解释是困难和耗时的。为了解决这些问题,我们开发了一种视觉分析系统,通过将线虫的表型特征与细胞核的时空形状联系起来,进行探索性分析。通过我们的实验,我们为研究细胞发育动力学的专家进行了用户评估。该系统使用户能够彻底分析这些动态并开发新颖的概念。
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