Bangladesh University of Engineering and Technology, Department of Electrical and Electronic Engineering, Dhaka, Bangladesh, Bangladesh.
United International University, Department of Computer Science and Engineering, Dhaka, Bangladesh, Bangladesh.
J Biomed Opt. 2022 Oct;27(10). doi: 10.1117/1.JBO.27.10.106002.
Biological cell imaging has become one of the most crucial research interests because of its applications in biomedical and microbiology studies. However, three-dimensional (3D) imaging of biological cells is critically challenging and often involves prohibitively expensive and complex equipment. Therefore, a low-cost imaging technique with a simpler optical arrangement is immensely needed.
The proposed approach will provide an accurate cell image at a low cost without needing any microscope or extensive processing of the collected data, often used in conventional imaging techniques.
We propose that patterns of surface plasmon coupled emission (SPCE) features from a fluorescently labeled biological cell can be used to image the cell. An imaging methodology has been developed and theoretically demonstrated to create 3D images of cells from the detected SPCE patterns. The 3D images created from the different SPCE properties at the far-field closely match the actual cell structures.
The developed technique has been applied to different regular and irregular cell shapes. In each case, the calculated root-mean-square error (RMSE) of the created images from the cell structures remains within a few percentages. Our work recreates the base of a circular-shaped cell with an RMSE of ≲1.4 % . In addition, the images of irregular-shaped cell bases have an RMSE of ≲2.8 % . Finally, we obtained a 3D image with an RMSE of ≲6.5 % for a random cellular structure.
Despite being in its initial stage of development, the proposed technique shows promising results considering its simplicity and the nominal cost it would require.
生物细胞成像已成为最关键的研究领域之一,因为它在生物医学和微生物学研究中的应用。然而,生物细胞的三维(3D)成像是极具挑战性的,并且通常涉及到昂贵和复杂的设备。因此,非常需要一种具有更简单光学配置的低成本成像技术。
所提出的方法将提供准确的细胞图像,成本低,不需要任何显微镜或对采集到的数据进行广泛处理,而这些通常是在传统成像技术中使用的。
我们提出可以使用生物细胞的荧光标记的表面等离激元耦合发射(SPCE)特征图案来对细胞进行成像。已经开发并从理论上证明了一种成像方法,用于从检测到的 SPCE 模式创建细胞的 3D 图像。从远场的不同 SPCE 属性创建的 3D 图像与实际的细胞结构非常吻合。
所开发的技术已应用于不同的规则和不规则细胞形状。在每种情况下,从细胞结构创建的图像的均方根误差(RMSE)的计算值都保持在几个百分点以内。我们的工作以 RMSE ≲1.4%重新创建了圆形细胞的基底。此外,不规则形状细胞基底的图像的 RMSE ≲2.8%。最后,我们得到了一个随机细胞结构的 RMSE ≲6.5%的 3D 图像。
尽管处于初始开发阶段,但考虑到其简单性和所需的名义成本,所提出的技术显示出有希望的结果。