Automated measurement of root length with a three-dimensional high-resolution scanner and image analysis

For measuring the length of root samples, the use of a three-dimensional (3D) scanner is proposed to address the problem of a too low resolution. The scanner's high resolution (up to 354 pixels per cm) enables in the resulting grey-value image very thin roots (diameter 100 m) to be segmented from the background by a simple thresholding operation. After skeletonizing, total length of the roots is calculated by multiplying the number of skeleton pixels by a correction factor. A comparison with the modified Newman Line-Intersect Method showed a correlation of r=0.98. Besides its superior resolution, an advantage of this type of scanner is its focusing depth, which allows root samples to be recorded on the scanbed similarly to a camera-oriented system.     

Automated monitoring of cell concentration and viability using an image analysis system

In order to automate measurements of cell concentration and viability in a suspended animal cell culture, we have developed anin situ microscopic image analysis system with an effective cell recognition algorithm. With a small amount of sample, this system can measure the cell density rapidly and aseptically. In addition, it can measure a cell size histogram including cell debris small particle distribution. These small particles have been found to be related to the viability of the mouse-mouse hybridoma STK1 cell line. By using cell debris small particle density as an indicator of cell viability, the developed system provides non-destructive viability monitoring without trypan blue staining.     

Simulation of phototaxis in the flagellateEuglena gracilis

A three-dimensional model of the flagellateEuglena gracilis was developed to simulate phototaxis and movement in space. The simulation of the phototactic behavior was compared with thein vivo behavior in order to determine the mechanism of orientation with respect to light. Phototactic behavior with respect to one light source, can be explained by the shading hypothesis as well as by a dichroic orientation of the absorbing vectors of the photoreceptor pigments. In contrast, the behavior of the cells when exposed to two perpendicular light beams is not compatible with the shading hypothesis. Likewise, the phototactic orientation of stigmaless cells cannot be accounted for on the basis of the shading hypothesis. In contrast, simulations andin vivo observations of the behavior under polarized light strongly indicate the validity of the dichroic orientation of the photoreceptor pigments.     

A New Histochemical Double-Stain Method Using Three-Dimensional Analysis with Confocal laser Scanning Microscopy

We describe a new technique for immunohistochemical and enzyme-histochemi-cal double staining using confocal laser scanning microscopy in the reflection mode. As an example, we investigated the immunoreactivity for Spot 35-calbindin-D_28K, a vitamin D-dependent calcium binding protein, and the enzyme activity for ma⁺-ATPase in the rat kidney. The lead precipitation method for Ca²⁺-ATPase was initially used to process kidney slices. Each specimen was then dehydrated and embedded in a water soluble resin. Thin sections were cut from the resin block, and an indirect immunocolloidal gold method with silver enhancement for Spot 35-calbindin-D_28K antigen was carried out on the glass slides. Results were then observed by confocal laser scanning microscopy in the reflection mode. The three-dimensional distribution of the reaction products was detected by serial optic slice images. Lead phosphate particles, which represented the location of Ca²⁺-ATPase, were distributed deep in the section. The most intense signals from the silver partkles were detected from the surface slice of the section. A stereoscopic image generated from the serial optic slices clearly showed the differences in their distribution.     

Searching by parts: Towards fine-grained image retrieval respecting species correlation

Most of the existing works on fine-grained image categorization and retrieval focus on finding similar images from the same species and often give little importance to inter-species similarities. However, these similarities may carry species correlations such as the same ancestors or similar habits, which are helpful in taxonomy and understanding biological traits. In this paper, we devise a new fine-grained retrieval task that searches for similar instances from different species based on body parts. To this end, we propose a two-step strategy. In the first step, we search for visually similar parts to a query image using a deep convolutional neural network (CNN). To improve the quality of the retrieved candidates, structural cues are introduced into the CNN using a novel part-pooling layer, in which the receptive field of each part is adjusted automatically. In the second step, we re-rank the retrieved candidates to improve the species diversity. We achieve this by formulating a novel ranking function that balances between the similarity of the candidates to the queried parts, while decreasing the similarity to the query species. We provide experiments on the benchmark CUB200 dataset and Columbia Dogs dataset, and demonstrate clear benefits of our schemes.     

靶向RNA的CRISPR-Cas系统研究进展

CRISPR(clustered regularly interspaced short palindromic repeats)-Cas(CRISPR associated proteins)系统是细菌和古细菌抵抗噬菌体、质粒等外源遗传物质的一种适应性免疫系统,该系统利用一种特殊的RNA(CRISPR RNA,crRNA)指导的内切酶来切割与crRNA相互补的外源遗传物质,从而阻碍外源核酸的侵染。根据效应复合物组成形式的不同,CRISPR-Cas系统分为1类(Ⅰ型、Ⅳ型和Ⅲ型)和2类(Ⅱ型、Ⅴ型和Ⅵ型)两大类。目前已发现多个CRISPR-Cas系统具有非常强的特异靶向RNA编辑能力,如Ⅵ型CRISPR-Cas13系统和Ⅲ型CRISPR-Cas7-11系统。随着研究的深入,相关系统在RNA编辑领域应用日渐广泛,使其成为基因编辑的有力工具。本文介绍了靶向RNA的CRISPR-Cas系统的组成、结构、分子机制以及其潜在应用,这为更好地研究该类系统的作用机制奠定基础,也为后期开发为稳定的基因编辑工具提供新的思路。     

拟南芥ACOL8基因在乙烯合成与响应中的功能分析

植物激素乙烯在多种生理生化过程中发挥重要作用,但其在特定组织器官中的合成机制尚不完全清楚。拟南芥中存在12个功能未知的ACC氧化酶类似蛋白（ACO-like homolog,ACOL）,运用基因定点编辑技术构建了ACOL8的功能丧失型突变体,发现该基因的突变削弱了经典的乙烯“三重反应”。与野生型相比,突变体黄化幼苗下胚轴及主根的长度显著增加,这与突变体对外源ACC的敏感性下降现象一致。同时还发现ACOL8基因的表达受乙烯信号的正反馈调控,EIN3过表达增强其表达水平,而etr1-3的突变则产生相反效应。再者,在正常条件下,ACOL8基因的突变并未影响拟南芥的生长;但在盐胁迫条件下,突变体的根冠比显著下降,这说明该基因参与植物的盐胁迫响应。综上,这些结果说明ACOL8可能具有ACC氧化酶的功能,参与乙烯的合成与响应。