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具有节省时间和内存算法的无透镜全息显微镜用于类器官的大体积成像。

Lensless holographic microscope with a time and memory-saving algorithm for large-volume imaging of organoids.

作者信息

Zheng Weiqiang, Wang Juan, Zhou Yunhong, Zeng Qiang, Zhang Cheng, Liu Li, Yu Hui, Yang Yuting

出版信息

Opt Lett. 2023 Feb 1;48(3):771-774. doi: 10.1364/OL.481627.

Abstract

Organoids, the 3D culture systems derived from stem cells, are promising models for human organs. However, organoid study requires large-volume imaging with single cell resolution, which is beyond the spatial bandwidth limit of conventional optical microscopy. Herein, we propose a lensless holographic microscope empowered with a time and memory-saving algorithm. It solves the trade-off between the imaging field of view, resolution, and processing speed, and provides a practical tool for the study of organoids. We first build a compact microscopy system using a multi-angle LED illumination scheme and an on-chip structure. Then we develop a fast angular spectrum formula for fast reconstruction of oblique-illuminated coaxial holography under the under-sampling condition. Additionally, we derive a multi-angle illuminated filtered backpropagation algorithm to achieve high-precision and slice-wise recovery of 3D structures of objects. The reconstruction process demands only 1/50 of the memory required by a traditional optical diffraction tomography algorithm. Experimental results indicate that the proposed method can achieve 6.28 mm × 4.71 mm × 0.37 mm volume imaging within 104 s. Through the standardized polystyrene beads test, we demonstrate that the proposed microscope has micrometer-scale resolution in both lateral and axial directions. In addition, the 3D imaging results of salivary gland organoids show great application prospects of the proposed method in the field of living biological sampling imaging.

摘要

类器官是源自干细胞的三维培养系统,是很有前景的人体器官模型。然而,类器官研究需要具有单细胞分辨率的大体积成像,这超出了传统光学显微镜的空间带宽限制。在此,我们提出一种配备省时内存算法的无透镜全息显微镜。它解决了成像视野、分辨率和处理速度之间的权衡问题,并为类器官研究提供了一种实用工具。我们首先使用多角度LED照明方案和片上结构构建了一个紧凑的显微镜系统。然后我们开发了一种快速角谱公式,用于在欠采样条件下快速重建斜照明同轴全息图。此外,我们推导了一种多角度照明滤波反传播算法,以实现对物体三维结构的高精度逐切片恢复。重建过程所需内存仅为传统光学衍射断层扫描算法的1/50。实验结果表明,该方法可在104秒内实现6.28毫米×4.71毫米×0.37毫米的体积成像。通过标准化聚苯乙烯珠测试,我们证明了所提出的显微镜在横向和轴向上均具有微米级分辨率。此外,唾液腺类器官的三维成像结果表明了该方法在活生物采样成像领域的巨大应用前景。

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