同时增强多个功能性质,使用进化知情的蛋白质设计
Benjamin Fram1,2, Yang Su3, Ian Truebridge4,5,6
1Department of Systems Biology, Harvard Medical School, Boston, MA, USA. benjamin.fram.research@gmail.com.
Nature communications
|June 20, 2024
概括
进化模型,如EV合,通过准确预测有益突变,使广泛的蛋白质工程成为可能. 这种蛋白质设计方法成功地产生了功能性TEM-1β-乳糖酶变体,增强了稳定性和活性.
科学领域:
- 蛋白质工程和计算生物学.
- 酶功能和定向进化.
背景情况:
- 设计具有多种增强性质的蛋白质是具有挑战性的.
- 预测维护或改善蛋白质功能的突变组合需要新的方法.
- 序列共变模型利用同源序列来预测蛋白质的特性和活动.
研究的目的:
- 将EV合应用于TEM-1β-乳酸酶的计算设计变体.
- 评估设计的蛋白质变体的功能,稳定性和活性.
- 证明进化模型在指导大规模蛋白质序列改变方面的有效性.
主要方法:
- 利用EV合,一个序列共变的模型,用于计算蛋白质设计.
- 将该方法应用于TEM-1β-乳酸酶蛋白.
- 实验性特征14个计算设计的变体.
主要成果:
- 几乎所有14个经过实验的特征设计都是功能性的.
- 一个变种表现出来自最近的自然同源的84个突变,同时保持功能.
- 设计的变体显示了在多种基板上的热稳定性和活性显著增加.
- 设计的变体的蛋白质结构与野生类型酶几乎完全相同.
结论:
- 进化模型对于指导蛋白质设计中的大量序列修改是有效的.
- 这种方法可以产生功能性蛋白质多样性,具有多种增强性质.
- 这项研究验证了使用EV合来创建高度工程化的功能性蛋白质的有效性.
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