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基于 Python 的螺旋索引器:一个通过傅里叶-贝塞尔电子显微镜数据索引来寻找螺旋组装对称性的图形用户界面程序。

Python-based Helix Indexer: A graphical user interface program for finding symmetry of helical assembly through Fourier-Bessel indexing of electron microscopic data.

机构信息

Department of Pharmacology, University of Texas Southwestern Medical Center, Dallas, Texas.

Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, Texas.

出版信息

Protein Sci. 2022 Jan;31(1):107-117. doi: 10.1002/pro.4186. Epub 2021 Sep 22.

Abstract

Many macromolecules form helical assemblies to carry out their functions. Helical reconstruction from electron microscopic images is a powerful approach for solving high-resolution structures of such assemblies. Determination of the symmetry parameters of the helical assemblies is a prerequisite step in helical reconstruction. The most widely used method for deducing the symmetry is through Fourier-Bessel indexing the diffraction pattern of the helical assemblies. This method, however, often leads to incorrect solutions, due to intrinsic ambiguities in indexing helical diffraction patterns. Here, we present Python-based Helix Indexer (PyHI), which provides a graphical user interface (GUI) to guide the users through the process of symmetry determination. Diffraction patterns can be read into the program directly or calculated on the fly from two-dimensional class averages of helical assemblies. PyHI allows deducing the Bessel orders of diffraction peaks by using both the amplitudes and phases of the diffraction data. Based on the Bessel orders of two unit vectors, the Fourier space lattice is constructed with minimal user inputs. The program then uses a refinement algorithm to optimize the Fourier space lattice, and subsequently generate the helical assembly in real space. The program provides both a publication-quality graphic representation of the helical assembly and the symmetry parameters required for subsequent helical reconstruction steps.

摘要

许多大分子形成螺旋组装体以执行其功能。从电子显微镜图像中重建螺旋结构是解决此类组装体高分辨率结构的一种有力方法。确定螺旋组装体的对称参数是螺旋重建的前提步骤。推导对称性的最广泛使用的方法是通过傅里叶-贝塞尔对螺旋组装体的衍射图案进行索引。然而,由于螺旋衍射图案的固有歧义,这种方法常常导致不正确的解决方案。在这里,我们介绍了基于 Python 的螺旋索引器 (PyHI),它提供了一个图形用户界面 (GUI),可指导用户完成对称确定过程。衍射图案可以直接读入程序中,也可以从螺旋组装体的二维类平均中实时计算。PyHI 允许通过衍射数据的幅度和相位来推断衍射峰的贝塞尔阶数。基于两个单位矢量的贝塞尔阶数,在最小用户输入下构建傅里叶空间晶格。然后,程序使用精化算法来优化傅里叶空间晶格,并随后在实空间中生成螺旋组装体。该程序提供了螺旋组装体的出版物质量的图形表示以及后续螺旋重建步骤所需的对称参数。

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