从自然序列多样性推断出蛋白质折叠机制
Ezequiel A Galpern1, Ernesto A Roman2, Diego U Ferreiro1
1Laboratorio de Fisiología de Proteínas, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires and Consejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN-CONICET), Buenos Aires, Argentina.
Biophysical journal
|June 28, 2025
概括
蛋白质序列揭示了进化约束,以预测折叠机制. 进化能量场将氨基酸序列映射到蛋白质折叠,从而可以模拟折叠路径和突变影响.
科学领域:
- 生物物理学的生物物理.
- 计算生物学 计算生物学
- 蛋白质科学 蛋白质科学
背景情况:
- 蛋白质序列编码进化历史,影响结构,稳定性和功能.
- 仅从序列中预测蛋白质折叠机制是生物物理学中的一个重大挑战.
研究的目的:
- 仅使用氨基酸序列信息推断球状蛋白质折叠机制.
- 研究蛋白质拓,序列多样性和折叠合作性之间的关系.
主要方法:
- 将一体和两体进化能量场映射到一个粗粒度的折叠模型中.
- 使用Ising链模型模拟折叠机制,使用从氨基酸序列中获得的折叠能量.
- 分析不同蛋白质家族和拓学的折叠合作性.
主要成果:
- 蛋白质序列信息可以预测原生结构和稳定性之外的折叠机制.
- 蛋白质拓局限于家族内部的折叠合作性变异性.
- 与β结构和α/β结构相比,α-螺旋 (α) 拓表现出更多不同的折叠场景.
- 稳定性和合作性的突变诱导的变化可以从基于序列的进化模型中计算出来.
结论:
- 基于序列的进化模型为了解蛋白质折叠动态提供了一个强大的工具.
- 该研究展示了一种直接从蛋白质序列预测折叠机制和突变效应的方法.
- 这些发现提供了对蛋白质折叠多样性和约束的进化基础的见解.
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