Himes Benjamin, Grigorieff Nikolaus
RNA Therapeutics Institute, University of Massachusetts Chan Medical School, 368 Plantation Street, Worcester, MA 01605, USA.
IUCrJ. 2021 Sep 30;8(Pt 6):943-953. doi: 10.1107/S2052252521008538. eCollection 2021 Nov 1.
Image simulation plays a central role in the development and practice of high-resolution electron microscopy, including transmission electron microscopy of frozen-hydrated specimens (cryo-EM). Simulating images with contrast that matches the contrast observed in experimental images remains challenging, especially for amorphous samples. Current state-of-the-art simulators apply scaling to approximate empirical solvent contrast, attenuated image intensity due to specimen thickness and amplitude contrast. This practice fails for images that require spatially variable scaling, simulations of a crowded or cellular environment. Modeling both the signal and the noise accurately is necessary to simulate images of biological specimens with contrast that is correct on an absolute scale. The 'frozen plasmon' method is introduced to explicitly model spatially variable inelastic scattering processes in cryo-EM specimens. This approach produces amplitude contrast that depends on the atomic composition of the specimen, reproduces the total inelastic mean free path as observed experimentally and allows for the incorporation of radiation damage in the simulation. These improvements are quantified using the matched filter concept to compare simulation and experiment. The frozen plasmon method, in combination with a new mathematical formulation for accurately sampling the tabulated atomic scattering potentials onto a Cartesian grid, is implemented in the open-source software package TEM.
图像模拟在高分辨率电子显微镜的发展和实践中起着核心作用,包括对冷冻水合标本(冷冻电镜)的透射电子显微镜观察。模拟出与实验图像中观察到的对比度相匹配的图像仍然具有挑战性,尤其是对于非晶态样品。当前最先进的模拟器采用缩放来近似经验性的溶剂对比度、由于样品厚度导致的图像强度衰减以及振幅对比度。对于需要空间可变缩放的图像,如拥挤或细胞环境的模拟,这种方法并不适用。要模拟出在绝对尺度上具有正确对比度的生物标本图像,准确地对信号和噪声进行建模是必要的。引入了“冻结等离子体”方法来明确模拟冷冻电镜标本中空间可变的非弹性散射过程。这种方法产生的振幅对比度取决于标本的原子组成,再现了实验观察到的总非弹性平均自由程,并允许在模拟中纳入辐射损伤。使用匹配滤波器概念对这些改进进行量化,以比较模拟和实验结果。“冻结等离子体”方法与一种新的数学公式相结合,用于在笛卡尔网格上准确采样列表化的原子散射势,该方法在开源软件包TEM中得以实现。