School of Electrical and Computer Engineering, Cornell University, United States.
Department of Biochemistry, University of Washington, United States.
J Struct Biol. 2018 May;202(2):129-141. doi: 10.1016/j.jsb.2017.12.013. Epub 2018 Jan 10.
The information content of cryo EM data sets exceeds that of the electron scattering potential (cryo EM) density initially derived for structure determination. Previously we demonstrated the power of data variance analysis for characterizing regions of cryo EM density that displayed functionally important variance anomalies associated with maturation cleavage events in Nudaurelia Omega Capensis Virus and the presence or absence of a maturation protease in bacteriophage HK97 procapsids. Here we extend the analysis in two ways. First, instead of imposing icosahedral symmetry on every particle in the data set during the variance analysis, we only assume that the data set as a whole has icosahedral symmetry. This change removes artifacts of high variance along icosahedral symmetry axes, but retains all of the features previously reported in the HK97 data set. Second we present a covariance analysis that reveals correlations in structural dynamics (variance) between the interior of the HK97 procapsid with the protease and regions of the exterior (not seen in the absence of the protease). The latter analysis corresponds well with hydrogen deuterium exchange studies previously published that reveal the same correlation.
冷冻电镜数据集的信息含量超过了最初用于结构确定的电子散射势(冷冻电镜)密度。此前,我们展示了数据分析方差的强大功能,用于表征冷冻电镜密度中显示功能重要性方差异常的区域,这些异常与 Nudaurelia Omega Capensis 病毒的成熟切割事件以及噬菌体 HK97 衣壳前体中成熟蛋白酶的存在或不存在有关。在这里,我们从两个方面扩展了分析。首先,在方差分析中,我们不再对数据集的每个粒子施加二十面体对称性,而是仅假设数据集整体具有二十面体对称性。这一变化消除了沿二十面体对称轴的高方差伪影,但保留了之前在 HK97 数据集报告的所有特征。其次,我们提出了协方差分析,揭示了 HK97 衣壳内部与蛋白酶以及外部区域(在没有蛋白酶的情况下未观察到)之间结构动力学(方差)的相关性。后一种分析与先前发表的氢氘交换研究非常吻合,该研究揭示了相同的相关性。