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Assessing resolution in live cell structured illumination microscopy

机译:评估Live Cell结构化照明显微镜中的分辨率

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Structured Illumination Microscopy (SIM) is a powerful super-resolution technique, which is able to enhance the resolution of optical microscope beyond the Abbe diffraction limit. In the last decade, numerous SIM methods that achieve the resolution of 100 nm in the lateral dimension have been developed. The SIM setups with new high-speed cameras and illumination pattern generators allow rapid acquisition of the live specimen. Therefore, SIM is widely used for investigation of the live structures in molecular and live cell biology. Quantitative evaluation of resolution enhancement in a real sample is essential to describe the efficiency of super-resolution microscopy technique. However, measuring the resolution of a live cell sample is a challenging task. Based on our experimental findings, the widely used Fourier ring correlation (FRC) method does not seem to be well suited for measuring the resolution of SIM live cell video sequences. Therefore, the resolution assessing methods based on Fourier spectrum analysis are often used. We introduce a measure based on circular average power spectral density (PSD_(ca)) estimated from a single SIM image (one video frame). PSD_(ca) describes the distribution of the power of a signal with respect to its spatial frequency. Spatial resolution corresponds to the cut-off frequency in Fourier space. In order to estimate the cut-off frequency from a noisy signal, we use a spectral subtraction method for noise suppression. In the future, this resolution assessment approach might prove useful also for single-molecule localization microscopy (SMLM) live cell imaging.
机译:结构化照明显微镜(SIM)是一种强大的超分辨率技术,能够增强光学显微镜的分辨率,超出ABBE衍射极限。在过去的十年中,已经开发出在横向尺寸中实现100nm分辨率的许多SIM方法。具有新的高速摄像机和照明模式发生器的SIM设置允许快速获取现场标本。因此,SIM广泛用于调查分子和活细胞生物学中的活结构。真实样本中分辨率增强的定量评估对于描述超分辨率显微镜技术的效率至关重要。但是,测量活细胞样本的分辨率是一个具有挑战性的任务。基于我们的实验结果,广泛使用的傅里叶环相关性(FRC)方法似乎并不适合测量SIM直播细胞视频序列的分辨率。因此,通常使用基于傅里叶频谱分析的分辨率评估方法。我们根据从单个SIM图像(一个视频帧)估计的圆形平均功率谱密度(PSD_(CA))介绍一种度量。 PSD_(CA)描述了信号相对于其空间频率的功率的分布。空间分辨率对应于傅立叶空间中的截止频率。为了估计来自嘈杂信号的截止频率,我们使用频谱减法方法进行噪声抑制。未来,该分辨率评估方法也可能证明是单分子定位显微镜(SMLM)活细胞成像的有用。

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