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Frealix: Model-based refinement of helical filament structures from electron micrographs

机译:Frealix:基于模型的螺旋形细丝结构的电子显微照片

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摘要

The structures of many helical protein filaments can be derived from electron micrographs of their suspensions in thin films of vitrified aqueous solutions. The most successful and generally-applicable approach treats short segments of these filaments as independent “single particles”, yielding near-atomic resolution for rigid and well-ordered filaments. The single-particle approach can also accommodate filament deformations, yielding sub-nanometer resolution for more flexible filaments. However, in the case of thin and flexible filaments, such as some amyloid-β (Aβ) fibrils, the single-particle approach may fail because helical segments can be curved or otherwise distorted and their alignment can be inaccurate due to low contrast in the micrographs. We developed new software called Frealix that allows the use of arbitrarily short filament segments during alignment to approximate even high curvatures. All segments in a filament are aligned simultaneously with constraints that ensure that they connect to each other in space to form a continuous helical structure. In this paper, we describe the algorithm and benchmark it against datasets of Aβ(1–40) fibrils and tobacco mosaic virus (TMV), both analyzed in earlier work. In the case of TMV, our algorithm achieves similar results to single-particle analysis. In the case of Aβ(1–40) fibrils, we match the previously-obtained resolution but we are also able to obtain reliable alignments and ~8-Å reconstructions from curved filaments. Our algorithm also offers a detailed characterization of filament deformations in three dimensions and enables a critical evaluation of the worm-like chain model for biological filaments.
机译:许多螺旋蛋白丝的结构可以从其在玻璃化水溶液薄膜中的悬浮液的电子显微照片得出。最成功且普遍适用的方法将这些细丝的短段视为独立的“单个粒子”,从而为刚性且排列整齐的细丝产生接近原子的分辨率。单粒子方法还可以适应灯丝变形,从而产生亚纳米分辨率,以实现更柔韧的灯丝。但是,在细而柔韧的细丝(例如某些淀粉样β(Aβ)细丝)的情况下,单粒子方法可能会失败,因为螺旋段可能会弯曲或变形,并且由于其低对比度而导致排列不准确。显微照片。我们开发了一种名为Frealix的新软件,该软件可以在对齐过程中使用任意短的灯丝段,以近似于高曲率。灯丝中的所有线段同时通过约束条件对齐,以确保它们在空间上相互连接以形成连续的螺旋结构。在本文中,我们描述了该算法,并针对Aβ(1–40)原纤维和烟草花叶病毒(TMV)的数据集进行了基准测试,这两个数据均在早期工作中进行了分析。在TMV的情况下,我们的算法可获得与单粒子分析相似的结果。对于Aβ(1–40)的原纤维,我们与先前获得的分辨率匹配,但我们也能够从弯曲的长丝获得可靠的排列和〜8-Å重建。我们的算法还提供了三个维度上细丝变形的详细表征,并能够对生物细丝的蠕虫状链模型进行严格评估。

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