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叶酸缺乏的小鼠胚胎晶状体和视网膜纹理的改变:图像处理分析

Alteration of lens and retina textures from mice embryos with folic acid deficiency: image processing analysis.

作者信息

Sijilmassi Ouafa, López-Alonso José Manuel, Barrio Asensio María Del Carmen, Del Río Sevilla Aurora

机构信息

Faculty of Optics and Optometry, Anatomy and Human Embryology Department, Universidad Complutense De Madrid, Avda. Arcos de Jalón, 118, 28037, Madrid, Spain.

Faculty of Optics and Optometry, Optics Department, Universidad Complutense De Madrid, Avda. Arcos de Jalón, 118, 28037, Madrid, Spain.

出版信息

Graefes Arch Clin Exp Ophthalmol. 2019 Jan;257(1):111-123. doi: 10.1007/s00417-018-4176-5. Epub 2018 Nov 3.

Abstract

PURPOSE

Folic acid (FA) is an essential vitamin for embryonic development. It plays particularly a critical role in RNA, DNA and protein synthesis. On the other hand, the collagen IV and laminin-1 are important proteins during embryonic development. This study was done to find if FA deficiency at a short and a long term in mothers could alter the tissue texture of retina and lens of the progeny.

METHODS

Collagen IV and laminin-1 were localized by immunohistochemistry in the lens and retina of the FA-deficient embryos. To carry out the image processing, texture segmentation was performed through canny edge detection and Fourier transform (FT). We defined a parameter, the grain size, to describe the texture of the lens and retina. A bootstrap method to estimate the distribution and confidence intervals of the mean, standard deviation, skewness and kurtosis of the grain size has been developed.

RESULTS

Analysis through image processing using Matlab showed changes in the grain size between control- and FA-deficient groups in both studied molecules. Measures of texture based on FT exhibited changes in the directionality and arrangements of type IV collagen and laminin-1.

CONCLUSIONS

Changes introduced by FA deficiency were visible in the short term (2 weeks) and evident in the long term (8 weeks) in both grain size and orientation of fibre structures in the tissues analysed (lens and retina). This is the first work devoted to study the effect of FA deficit in the texture of eye tissues using image processing techniques.

摘要

目的

叶酸(FA)是胚胎发育所必需的维生素。它在RNA、DNA和蛋白质合成中发挥着尤为关键的作用。另一方面,IV型胶原蛋白和层粘连蛋白-1是胚胎发育过程中的重要蛋白质。本研究旨在探讨母体短期和长期缺乏叶酸是否会改变子代视网膜和晶状体的组织纹理。

方法

通过免疫组织化学方法在缺乏叶酸的胚胎的晶状体和视网膜中定位IV型胶原蛋白和层粘连蛋白-1。为了进行图像处理,通过Canny边缘检测和傅里叶变换(FT)进行纹理分割。我们定义了一个参数——晶粒尺寸,来描述晶状体和视网膜的纹理。已开发出一种自举方法来估计晶粒尺寸的均值、标准差、偏度和峰度的分布及置信区间。

结果

使用Matlab进行的图像处理分析显示,在两个研究分子中,对照组和缺乏叶酸组之间的晶粒尺寸存在变化。基于FT的纹理测量显示IV型胶原蛋白和层粘连蛋白-1的方向性和排列发生了变化。

结论

在所分析的组织(晶状体和视网膜)中,叶酸缺乏引起的变化在短期内(2周)可见,在长期内(8周)在晶粒尺寸和纤维结构方向上都很明显。这是第一项致力于使用图像处理技术研究叶酸缺乏对眼组织纹理影响的工作。

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