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折纸术:基于荧光显微镜数据的折叠上皮细胞的顶-基底轴定向的单细胞 3D 形状动力学。

Origami: Single-cell 3D shape dynamics oriented along the apico-basal axis of folding epithelia from fluorescence microscopy data.

机构信息

Centre for Computational Imaging and Simulation Technologies in Biomedicine (CISTIB), Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield, United Kingdom.

Department of Biomedical Science, Bateson Centre and Neuroscience Institute, University of Sheffield, Sheffield, United Kingdom.

出版信息

PLoS Comput Biol. 2021 Nov 1;17(11):e1009063. doi: 10.1371/journal.pcbi.1009063. eCollection 2021 Nov.

Abstract

A common feature of morphogenesis is the formation of three-dimensional structures from the folding of two-dimensional epithelial sheets, aided by cell shape changes at the cellular-level. Changes in cell shape must be studied in the context of cell-polarised biomechanical processes within the epithelial sheet. In epithelia with highly curved surfaces, finding single-cell alignment along a biological axis can be difficult to automate in silico. We present 'Origami', a MATLAB-based image analysis pipeline to compute direction-variant cell shape features along the epithelial apico-basal axis. Our automated method accurately computed direction vectors denoting the apico-basal axis in regions with opposing curvature in synthetic epithelia and fluorescence images of zebrafish embryos. As proof of concept, we identified different cell shape signatures in the developing zebrafish inner ear, where the epithelium deforms in opposite orientations to form different structures. Origami is designed to be user-friendly and is generally applicable to fluorescence images of curved epithelia.

摘要

形态发生的一个共同特征是通过二维上皮片的折叠从二维形成三维结构,这得益于细胞在细胞水平上的形状变化。在研究上皮片中的细胞极性生物力学过程时,必须研究细胞形状的变化。在具有高度弯曲表面的上皮中,很难在计算机中自动找到沿生物轴的单细胞排列。我们提出了“折纸”(Origami),这是一种基于 MATLAB 的图像分析管道,用于计算沿着上皮顶-基底轴的方向变化的细胞形状特征。我们的自动方法可以准确地计算表示合成上皮和斑马鱼胚胎荧光图像中具有相反曲率区域的顶-基底轴的方向向量。作为概念验证,我们在发育中的斑马鱼内耳中识别出不同的细胞形状特征,其中上皮以相反的方向变形以形成不同的结构。折纸设计简单易用,通常适用于弯曲上皮的荧光图像。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c12/8584784/958f142ccbf2/pcbi.1009063.g001.jpg

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