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Quimp3,一种自动化伪足追踪算法。

Quimp3, an automated pseudopod-tracking algorithm.

机构信息

Department of Cell Biochemistry, University of Groningen, Haren, Netherlands.

出版信息

Cell Adh Migr. 2010 Jan-Mar;4(1):46-55. doi: 10.4161/cam.4.1.9953. Epub 2010 Jan 31.

Abstract

To understand movement of amoeboid cells we have developed an information tool that automatically detects protrusions of moving cells. The algorithm uses digitized cell recordings at a speed of approximately 1 image per second that are analyzed in three steps. In the first part, the outline of a cell is defined as a polygon of approximately 150 nodes, using the previously published Quimp2 program. By comparing the position of the nodes in place and time, each node contains information on position, local curvature and speed of movement. The second part uses rules for curvature and movement to define the position and time of start and end of a growing pseudopod. This part of the algorithm produces quantitative data on size, surface area, lifetime, frequency and direction of pseudopod extension. The third part of the algorithm assigns qualitative properties to each pseudopod. It decides on the origin of a pseudopod as splitting of an existing pseudopod or as extension de novo. It also decides on the fate of each pseudopod as merged with the cell body or retracted. Here we describe the pseudopod tool and present the first data based on the analysis of approximately 1,000 pseudopodia extended by Dictyostelium cells in the absence of external cues.

摘要

为了理解变形虫细胞的运动,我们开发了一种信息工具,它可以自动检测移动细胞的突起。该算法使用大约每秒 1 张图像的速度对数字化的细胞记录进行分析,共分三个步骤。在第一部分中,使用先前发布的 Quimp2 程序,将细胞的轮廓定义为大约 150 个节点的多边形。通过比较节点在位置和时间上的位置,每个节点都包含位置、局部曲率和运动速度的信息。第二部分使用曲率和运动规则来定义生长伪足的位置和时间起点和终点。该算法的这一部分生成关于伪足延伸的大小、表面积、寿命、频率和方向的定量数据。算法的第三部分为每个伪足赋予定性属性。它决定伪足的起源是现有伪足的分裂还是从头开始延伸。它还决定每个伪足的命运是与细胞体融合还是缩回。在这里,我们描述了伪足工具,并根据大约 1000 个在没有外部提示的情况下由 Dictyostelium 细胞延伸的伪足的分析,展示了第一批数据。

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