Exploration of questionable backbone conformations in crystallographic structure models using a structural alphabet.

IF 4.3 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS
Clémence Sarrau, Marine Baillif, Lucas Mantel, Dounia Benyakhlaf, Shamima Peerbux, Leslie Regad
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引用次数: 0

Abstract

More than 80% of protein structure models in the Protein Data Bank have been solved using X-ray crystallography. Despite continuous improvements in this experimental technique, crystallographic structure models may still present artifacts related to the crystallization process as well as errors introduced during model building and refinement, even in high-resolution cases. Such limitations can alter atomic or residue positions, leading to local misconformations, local or domain rearrangements, and occasionally global distortions. In this study, we developed a protocol to locate residues with questionable conformations, where conformations may be uncertain, atypical or influenced by crystallographic modeling and refinement. To do so, we started from a set of 826 nonredundant X-ray protein structure models. Each X-ray model underwent an energy-minimization step that relaxes atomic geometry by reducing potential energy. Residues that exhibited different local conformations between the X-ray and minimized models were therefore considered as having questionable conformations. To identify them, we compared the X-ray and minimized models of each protein using the HMM-SA structural alphabet. Our results revealed that over 18% of the residues in the protein set have questionable conformations in their backbone. These conformations can occur either as isolated events within the protein sequence or can form patterns. Moreover, we observed that the frequency of questionable conformations per X-ray model was independent of factors such as the date of deposition, resolution or crystal system. Analysis of the properties of residues associated with questionable conformations revealed that they do not specifically occur in flexible or accessible regions. However, there is a correlation between questionable conformations and secondary structures, with a particular overrepresentation of residues with questionable conformations in α-helices. We then further investigated questionable conformations in the structure model of ligand-free HIV-2 protease (PR2). By combining our questionable conformation-detection protocol with molecular-dynamics simulation, we demonstrated that approximately half of the questionable conformations in PDB entry 1hsi correspond to local conformations that are sparsely sampled by PR2 during the molecular-dynamics simulation or are structural outliers detected by the wwPDB report. In addition, our results suggested that these questionable conformations may affect the position of the flaps, two β-sheets forming the top of the binding site. In PDB entry 1hsi, their relative arrangement appears atypical compared with MD simulations, raising questions about the biological relevance of this conformation. To conclude, we have developed a protocol to quantify and localize questionable backbone conformations in X-ray structure models, which can affect the interpretation of structural data.

利用结构字母表探索晶体结构模型中可疑的主链构象。
蛋白质数据库中80%以上的蛋白质结构模型已经用x射线晶体学解决了。尽管这种实验技术不断改进,晶体结构模型仍然可能出现与结晶过程相关的伪影,以及在模型构建和改进过程中引入的错误,即使在高分辨率的情况下也是如此。这种限制可以改变原子或残基位置,导致局部错构象、局部或区域重排,偶尔还会导致全局扭曲。在这项研究中,我们开发了一种方案来定位具有可疑构象的残基,其中构象可能是不确定的,非典型的或受晶体学建模和改进的影响。为此,我们从一组826个非冗余x射线蛋白质结构模型开始。每个x射线模型都经历了一个能量最小化的步骤,通过降低势能来放松原子的几何形状。因此,在x射线和最小化模型之间表现出不同局部构象的残留物被认为具有可疑的构象。为了识别它们,我们使用HMM-SA结构字母表比较了每种蛋白质的x射线和最小化模型。我们的结果显示,超过18%的残基在蛋白质集有可疑的构象在他们的骨干。这些构象既可以作为蛋白质序列内的孤立事件发生,也可以形成模式。此外,我们观察到每个x射线模型中可疑构象的频率与沉积日期、分辨率或晶体系统等因素无关。对与可疑构象相关的残基性质的分析表明,它们并不特异性地发生在灵活或可接近的区域。然而,在可疑构象和二级结构之间存在相关性,特别是在α-螺旋中具有可疑构象的残基的过度代表。然后,我们进一步研究了无配体HIV-2蛋白酶(PR2)结构模型中的可疑构象。通过将我们的可疑构象检测协议与分子动力学模拟相结合,我们证明了PDB条目1hsi中大约一半的可疑构象对应于PR2在分子动力学模拟期间稀疏采样的局部构象,或者是wwPDB报告检测到的结构异常值。此外,我们的结果表明,这些可疑的构象可能会影响皮瓣的位置,两个β-片形成结合位点的顶部。在PDB条目1hsi中,与MD模拟相比,它们的相对排列似乎是非典型的,这就提出了关于这种构象的生物学相关性的问题。总之,我们已经开发了一种方案来量化和定位x射线结构模型中可疑的骨干构象,这可能会影响结构数据的解释。
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来源期刊
Acta Crystallographica. Section D, Structural Biology
Acta Crystallographica. Section D, Structural Biology BIOCHEMICAL RESEARCH METHODSBIOCHEMISTRY &-BIOCHEMISTRY & MOLECULAR BIOLOGY
CiteScore
4.50
自引率
13.60%
发文量
216
期刊介绍: Acta Crystallographica Section D welcomes the submission of articles covering any aspect of structural biology, with a particular emphasis on the structures of biological macromolecules or the methods used to determine them. Reports on new structures of biological importance may address the smallest macromolecules to the largest complex molecular machines. These structures may have been determined using any structural biology technique including crystallography, NMR, cryoEM and/or other techniques. The key criterion is that such articles must present significant new insights into biological, chemical or medical sciences. The inclusion of complementary data that support the conclusions drawn from the structural studies (such as binding studies, mass spectrometry, enzyme assays, or analysis of mutants or other modified forms of biological macromolecule) is encouraged. Methods articles may include new approaches to any aspect of biological structure determination or structure analysis but will only be accepted where they focus on new methods that are demonstrated to be of general applicability and importance to structural biology. Articles describing particularly difficult problems in structural biology are also welcomed, if the analysis would provide useful insights to others facing similar problems.
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