Calcium Imaging with Super-Resolution Radial Fluctuations.

Bioscience and bioengineering (Boston, Mass.) Pub Date : 2018-12-01 Epub Date: 2018-12-21
Yuan-Hao Lee, Shuo Zhang, Cheryl Kyles Mitchell, Ya-Ping Lin, John O'Brien
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Abstract

Calcium signals act as a ubiquitous secondary messenger in regulating many body functions. The detection of calcium microdomain signals is greatly facilitated by the existence of biomarker-targeted fluorescent probes. In this study, SRRF (super-resolution radial fluctuations) algorithm were used to compare the loci and the intensity of fluorescent probes before and after SRRF analysis. The implementation of SRRF algorithm was aimed for automatically resolving delicate and small calcium signals (to avoid the overlapped loci) on original images. For assessing the spatial accuracy of image intensity, immunofluorescence staining of retina cryostat slice for connexin 36 (Cx36) was microscopically imaged with or without the successive SRRF reconstruction. For characterizing the temporal association between SRRF and non-SRRF images, the changes of Cx36-GCaMP calcium indicator were recorded from transfected HeLa cells in response to the transient puffing of ionomycin. Image processing and analyses were conducted with Image J and Matlab. Through this study, SRRF reconstruction was found to confer an accurate measure for the identification of subcellular molecules, such as gap junctions. Compared with the conventional imaging, SRRF reconstruction generated better image resolution for the precise registration of individual signals. Temporally, the ratios of change in fluorescence intensity between SRRF and non-SRRF images were significantly correlated in the presence or absence of the subtraction of high background intensity. Quantitatively, the ratios of change in fluorescence intensity between SRRF and non-SRRF images with or without background subtraction were also significantly correlated. The merit of SRRF application on calcium live imaging was validated with the reporter gene system we worked on.

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超分辨率径向波动的钙成像。
钙信号作为一种普遍存在的辅助信使在调节许多身体功能。生物标志物靶向荧光探针的存在极大地促进了钙微域信号的检测。本研究采用SRRF(超分辨率径向波动)算法比较SRRF分析前后的位点和荧光探针强度。SRRF算法的实现旨在自动解析原始图像上细小的钙信号(避免位点重叠)。为了评估图像强度的空间准确性,在显微镜下对视网膜低温冷冻切片connexin 36 (Cx36)进行免疫荧光染色,分别进行或不进行连续的SRRF重建。为了表征SRRF和非SRRF图像之间的时间相关性,我们记录了转染HeLa细胞的Cx36-GCaMP钙指标在离子霉素瞬时膨化后的变化。使用Image J和Matlab对图像进行处理和分析。通过这项研究,SRRF重建被发现为识别亚细胞分子(如间隙连接)提供了准确的测量方法。与传统成像相比,SRRF重构产生了更好的图像分辨率,可以实现单个信号的精确配准。在时间上,SRRF和非SRRF图像之间的荧光强度变化率在是否存在高背景强度减法的情况下显着相关。在定量上,SRRF和非SRRF图像在背景减除或不减除后的荧光强度变化率也显著相关。通过所建立的报告基因系统验证了SRRF在钙离子实时成像中的应用价值。
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