Ram Sripad, Ward E Sally, Ober Raimund J
Center for Immunology NB9.106, University of Texas Southwestern Medical Center at Dallas, 6000 Harry Hines Boulevard, Dallas, TX 75235-8576, USA.
Proc SPIE Int Soc Opt Eng. 2005;5699:426-435. doi: 10.1117/12.587878.
Single molecule fluorescence microscopy is a relatively novel technique that is used, for example, to study the behavior of individual biomolecules in cells. Since a single molecule can move in all three dimensions in a cellular environment, the three dimensional tracking of single molecules can provide valuable insights into cellular processes. It is therefore of importance to know the accuracy with which the location of a single molecule can be determined with a fluorescence microscope. We study this performance limit of a fluorescence microscope from a statistical point of view by deriving the Fisher information matrix for the estimation problem of the location of the single molecule. In this way we obtain a lower bound on the standard deviation of any reasonable (unbiased) estimation method of the location parameters. This lower bound provides a fundamental limit on the accuracy with which a single molecule can be localized using a fluorescence microscope and is given in terms of such quantities as the photon detection rate of the single molecule, the acquisition time, the numerical aperture of the objective lens etc. We also present results that show how factors such as noise sources, detector size and pixelation deteriorate the fundamental limit of the localization accuracy. The present results can be used to evaluate and optimize experimental setups in order to carry out three dimensional single molecule tracking experiments and provide guidelines for experimental design.
单分子荧光显微镜是一种相对新颖的技术,例如用于研究细胞中单个生物分子的行为。由于单个分子可以在细胞环境中的所有三个维度上移动,对单分子进行三维追踪可以为细胞过程提供有价值的见解。因此,了解用荧光显微镜确定单个分子位置的准确性非常重要。我们从统计学角度研究荧光显微镜的这种性能极限,通过推导单分子位置估计问题的费舍尔信息矩阵来进行研究。通过这种方式,我们得到了任何合理(无偏)位置参数估计方法的标准差的下限。这个下限为使用荧光显微镜定位单个分子的准确性提供了一个基本极限,并以单分子的光子检测率、采集时间、物镜的数值孔径等数量来表示。我们还展示了噪声源、探测器尺寸和像素化等因素如何降低定位精度基本极限的结果。目前的结果可用于评估和优化实验装置,以进行三维单分子追踪实验,并为实验设计提供指导。