溶剂可访问性在用主要侧链预测程序进行蛋白质建模时促进旋转器错误
Tareq Hameduh1, Michal Mokry1, Andrew D Miller1,2,3
1Department of Chemistry and Biochemistry, Mendel University in Brno, Zemědělská 1665/1, CZ-613 00 Brno, Czech Republic.
Journal of chemical information and modeling
|July 6, 2023
概括
蛋白质建模中的关键旋转器预测错误与溶剂可访问性有关,特别是对于极性和带电氨基酸. 了解这种相关性对于提高蛋白质结构准确性至关重要.
科学领域:
- 计算生物学 计算生物学
- 结构生物学 结构生物学
- 生物化学 生物化学
背景情况:
- 侧链旋转器预测是蛋白质3D结构构建的关键步骤.
- 先进的算法利用旋转器库,组合式搜索和评分函数进行优化.
研究的目的:
- 在蛋白质建模中识别关键旋转器错误的来源.
- 为纠正和改善蛋白质建模精度提供基础.
主要方法:
- 使用2496个高质量,单链,全原子,过的蛋白质3D结构的蛋白质建模程序的评估.
- 离散的旋转分析来比较原始和计算的蛋白质结构.
- 分析了513,024个过的残留物记录.
主要成果:
- 旋转器错误取决于氨基酸残留物,极性和带电残留物 (例如,氨酸,氨酸,谷氨酸) 显示出更多的错误.
- 这些错误与氨基酸残留溶剂可访问性增加有关.
- 在具有高溶剂可访问性的残留物中观察到对非正规离旋体的倾向,这给预测带来了挑战.
结论:
- 溶剂可访问性显著影响侧链预测的准确性.
- 了解溶剂可访问性的作用是提高蛋白质建模精度的关键.
- 蛋白质建模的未来改进应该集中在解决与溶剂暴露残留物相关的旋转预测挑战上.
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