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基于低光子计数分析算法的单个移动粒子荧光寿命追踪与成像

Fluorescence lifetime tracking and imaging of single moving particles assisted by a low-photon-count analysis algorithm.

作者信息

Chen Pengfa, Kang Qin, Niu JingJing, Jing YingYing, Zhang Xiao, Yu Bin, Qu Junle, Lin Danying

机构信息

Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province, College of Physics and Optoelectronic Engineering, Shenzhen University, Shenzhen, 518060, China.

出版信息

Biomed Opt Express. 2023 Mar 29;14(4):1718-1731. doi: 10.1364/BOE.485729. eCollection 2023 Apr 1.

Abstract

Fluorescence lifetime imaging microscopy (FLIM) has been widely used in the field of biological research because of its high specificity, sensitivity, and quantitative ability in the sensing cellular microenvironment. The most commonly used FLIM technology is based on time-correlated single photon counting (TCSPC). Although the TCSPC method has the highest temporal resolution, the data acquisition time is usually long, and the imaging speed is slow. In this work, we proposed a fast FLIM technology for fluorescence lifetime tracking and imaging of single moving particles, named single particle tracking FLIM (SPT-FLIM). We used feedback-controlled addressing scanning and Mosaic FLIM mode imaging to reduce the number of scanned pixels and the data readout time, respectively. Moreover, we developed a compressed sensing analysis algorithm based on alternating descent conditional gradient (ADCG) for low-photon-count data. We applied the ADCG-FLIM algorithm on both simulated and experimental datasets to evaluate its performance. The results showed that ADCG-FLIM could achieve reliable lifetime estimation with high accuracy and precision in the case of a photon count less than 100. By reducing the photon count requirement for each pixel from, typically, 1000 to 100, the acquisition time for a single frame lifetime image could be significantly shortened, and the imaging speed could be improved to a great extent. On this basis, we obtained lifetime trajectories of moving fluorescent beads using the SPT-FLIM technique. Overall, our work offers a powerful tool for fluorescence lifetime tracking and imaging of single moving particles, which will promote the application of TCSPC-FLIM in biological research.

摘要

荧光寿命成像显微镜(FLIM)因其在感知细胞微环境方面具有高特异性、高灵敏度和定量能力,已在生物学研究领域得到广泛应用。最常用的FLIM技术基于时间相关单光子计数(TCSPC)。尽管TCSPC方法具有最高的时间分辨率,但数据采集时间通常较长,成像速度较慢。在这项工作中,我们提出了一种用于单个移动粒子荧光寿命跟踪和成像的快速FLIM技术,称为单粒子跟踪FLIM(SPT-FLIM)。我们分别采用反馈控制寻址扫描和镶嵌FLIM模式成像来减少扫描像素数量和数据读出时间。此外,我们针对低光子计数数据开发了一种基于交替下降条件梯度(ADCG)的压缩传感分析算法。我们将ADCG-FLIM算法应用于模拟数据集和实验数据集以评估其性能。结果表明,在光子计数小于100的情况下,ADCG-FLIM能够以高精度和高准确度实现可靠的寿命估计。通过将每个像素的光子计数要求从通常的1000降低到100,单帧寿命图像的采集时间可以显著缩短,成像速度可以得到极大提高。在此基础上,我们使用SPT-FLIM技术获得了移动荧光珠的寿命轨迹。总体而言,我们的工作为单个移动粒子的荧光寿命跟踪和成像提供了一个强大的工具,这将促进TCSPC-FLIM在生物学研究中的应用。

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本文引用的文献

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High Resolution Fluorescence Lifetime Maps from Minimal Photon Counts.基于极少光子计数的高分辨率荧光寿命图谱
ACS Photonics. 2022 Mar 16;9(3):1015-1025. doi: 10.1021/acsphotonics.1c01936. Epub 2022 Feb 10.
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