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通过优化实验布局和计算处理开发可靠的全息流式细胞断层成像仪。

Developing a Reliable Holographic Flow Cyto-Tomography Apparatus by Optimizing the Experimental Layout and Computational Processing.

机构信息

Institute of Applied Sciences and Intelligent Systems, Italian National Research Council (CNR-ISASI), 80078 Pozzuoli, Italy.

Dipartimento di Ingegneria Elettrica e delle Tecnologie dell'Informazione, Università di Napoli Federico II, 80125 Napoli, Italy.

出版信息

Cells. 2022 Aug 19;11(16):2591. doi: 10.3390/cells11162591.

Abstract

Digital Holographic Tomography (DHT) has recently been established as a means of retrieving the 3D refractive index mapping of single cells. To make DHT a viable system, it is necessary to develop a reliable and robust holographic apparatus in order that such technology can be utilized outside of specialized optics laboratories and operated in the in-flow modality. In this paper, we propose a quasi-common-path lateral-shearing holographic optical set-up to be used, for the first time, for DHT in a flow-cytometer modality. The proposed solution is able to withstand environmental vibrations that can severely affect the interference process. Furthermore, we have scaled down the system while ensuring that a full 360° rotation of the cells occurs in the field-of-view, in order to retrieve 3D phase-contrast tomograms of single cells flowing along a microfluidic channel. This was achieved by setting the camera sensor at 45° with respect to the microfluidic direction. Additional optimizations were made to the computational elements to ensure the reliable retrieval of 3D refractive index distributions by demonstrating an effective method of tomographic reconstruction, based on high-order total variation. The results were first demonstrated using realistic 3D numerical phantom cells to assess the performance of the proposed high-order total variation method in comparison with the gold-standard algorithm for tomographic reconstructions: namely, filtered back projection. Then, the proposed DHT system and the processing pipeline were experimentally validated for monocytes and mouse embryonic fibroblast NIH-3T3 cells lines. Moreover, the repeatability of these tomographic measurements was also investigated by recording the same cell multiple times and quantifying the ability to provide reliable and comparable tomographic reconstructions, as confirmed by a correlation coefficient greater than 95%. The reported results represent various steps forward in several key aspects of in-flow DHT, thus paving the way for its use in real-world applications.

摘要

数字全息层析术 (DHT) 最近已被确立为获取单细胞 3D 折射率映射的一种手段。为了使 DHT 成为可行的系统,有必要开发一种可靠和强大的全息仪器,以便该技术能够在专门的光学实验室之外使用,并以流动模式运行。在本文中,我们提出了一种准共路横向剪切全息光学装置,首次将其用于流式细胞仪模式下的 DHT。所提出的解决方案能够承受可能严重影响干涉过程的环境振动。此外,我们对系统进行了缩小,同时确保细胞在视场中进行全 360°旋转,以便对沿微流控通道流动的单个细胞进行 3D 相衬层析成像。这是通过将相机传感器相对于微流控方向设置为 45°来实现的。对计算元件进行了额外的优化,以通过基于高阶全变分的有效层析重建方法,确保可靠地重建 3D 折射率分布。通过使用真实的 3D 数值体素细胞来评估所提出的高阶全变分方法与层析重建的黄金标准算法(即滤波反投影)相比的性能,首先证明了该方法的有效性。然后,对所提出的 DHT 系统和处理管道进行了单核细胞和小鼠胚胎成纤维细胞 NIH-3T3 细胞系的实验验证。此外,还通过多次记录相同的细胞并量化提供可靠且可比较的层析重建的能力来研究这些层析测量的重复性,如相关系数大于 95%所证实的那样。所报道的结果代表了在流动 DHT 的几个关键方面的各种进展,为其在实际应用中的使用铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fb6/9406712/c825026d90b5/cells-11-02591-g001.jpg

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