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利用宽场频域荧光寿命成像显微镜(FD-FLIM)和图像分割技术,在水凝胶内实现快速时差三维氧张力测量。

Rapid time-lapse 3D oxygen tension measurements within hydrogels using widefield frequency-domain fluorescence lifetime imaging microscopy (FD-FLIM) and image segmentation.

机构信息

Research Center for Applied Sciences, Academia Sinica, Taipei 11529, Taiwan.

Department of Engineering and System Science, National Tsing Hua University, Hsinchu 30013, Taiwan.

出版信息

Analyst. 2024 Mar 11;149(6):1727-1737. doi: 10.1039/d3an01625k.

Abstract

Understanding the influence of oxygen tension on cellular functions and behaviors is crucial for investigating various physiological and pathological conditions. cell culture models, particularly those based on hydrogel extracellular matrices, have been developed to study cellular responses in specific oxygen microenvironments. However, accurately characterizing oxygen tension variations with great spatiotemporal resolutions, especially in three dimensions, remains challenging. This paper presents an approach for rapid time-lapse 3D oxygen tension measurements in hydrogels using a widely available inverted fluorescence microscope. Oxygen-sensitive fluorescent microbeads and widefield frequency-domain fluorescence lifetime imaging microscopy (FD-FLIM) are utilized for oxygen tension estimation. To incorporate the third dimension, a motorized sample stage is implanted that enables automated image acquisition in the vertical direction. A machine learning algorithm based on K-means clustering is employed for microbead position identification. Using an upside-down microfluidic device, 3D oxygen gradients are generated within a hydrogel sample, and -stack images are acquired using the FD-FLIM system. Analyses of the acquired images, involving microbead position identification, lifetime calculation, and oxygen tension conversion, are then performed offline. The results demonstrate the functionality of the developed approach for rapid time-lapse 3D oxygen tension measurements in hydrogels. Furthermore, the 3D oxygen tension adjacent to a tumor spheroid within a hydrogel during media exchange is characterized. The results further confirm that the 3D spatiotemporal oxygen tension profiles can be successfully measured quantitatively using the established setup and analysis process and that the approach may have great potential for investigating cellular activities within oxygen microenvironments.

摘要

了解氧张力对细胞功能和行为的影响对于研究各种生理和病理条件至关重要。细胞培养模型,特别是基于水凝胶细胞外基质的模型,已被开发用于研究特定氧微环境中的细胞反应。然而,以高时空分辨率(尤其是在三维空间中)准确地描述氧张力的变化仍然具有挑战性。本文提出了一种使用广泛可用的倒置荧光显微镜在水凝胶中进行快速时间 lapse 3D 氧张力测量的方法。利用氧敏感荧光微球和宽场频域荧光寿命成像显微镜(FD-FLIM)进行氧张力估计。为了纳入第三维,植入了一个带电机的样品台,该样品台能够在垂直方向上自动进行图像采集。采用基于 K-means 聚类的机器学习算法对微球位置进行识别。使用倒置微流控装置,在水凝胶样品内产生 3D 氧梯度,并使用 FD-FLIM 系统获取 -stack 图像。然后离线进行图像采集分析,包括微球位置识别、寿命计算和氧张力转换。结果表明,该方法能够快速进行水凝胶中的 time-lapse 3D 氧张力测量。此外,还对水凝胶中肿瘤球体周围在介质交换过程中的 3D 氧张力进行了表征。结果进一步证实,可以使用建立的设置和分析过程成功地定量测量 3D 时空氧张力分布,并且该方法在研究氧微环境中细胞活动方面具有很大的潜力。

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