用突变选择模型准确预测蛋白位点的替代率
1Biochemistry and Structural Biology, Lund University, PO BOX 124, Lund, Sweden. ingemar.andre@biochemistry.lu.se.
Scientific reports
|October 2, 2025
概括
这项研究引入了一种新的突变选择模型,以准确计算从蛋白质序列中氨基酸替代率. 这种快速的方法优于传统的遗传学方法,有助于理解蛋白质的进化和功能.
科学领域:
- 进化生物学是进化的生物学.
- 生物物理学的生物物理.
- 计算生物学是一种计算生物学.
背景情况:
- 蛋白位置换模式揭示了进化压力和功能重要性.
- 目前的方法经常使用现象学模型来估计氨基酸位点率.
- 这些模型使用速率因子来描述序列变异性,以缩放整体替代率.
研究的目的:
- 开发和验证一种突变选择模型,用于准确计算氨基酸位点率.
- 将新模型的性能与标准的遗传学方法进行比较.
- 将氨基酸替代率与平衡频率分布联系起来.
主要方法:
- 利用突变选择模型与核酸替代模型相结合.
- 将该方法应用于来自多个序列对齐的氨基酸序列.
- 根据基于结构的进化动态和自然序列的模拟数据进行验证.
主要成果:
- 突变选择模型准确地从氨基酸序列计算出位点速率.
- 该方法在模拟数据上优于标准的遗传学方法.
- 证明了对浅层对齐和对大型数据集快速计算的可靠速率估计.
- 显示与自然序列的经验贝叶斯方法有很强的相关性.
结论:
- 一个快速而简单的突变选择模型可以从序列数据中预测氨基酸替代率.
- 这种方法补充了现有的遗传学方法.
- 提供替代率和蛋白位点的平衡频率之间的联系.
更多相关视频
08:04Identification and Classification of Position-specific GABAA Receptor Subunit Missense Variants for Their Role In Hippocampal Pyramidal Neurons
Published on: June 6, 2025
1.4K
08:46Implementation of In Vitro Drug Resistance Assays: Maximizing the Potential for Uncovering Clinically Relevant Resistance Mechanisms
Published on: December 9, 2015
11.1K
相关概念视频
Conserved Binding Sites
5.0K
Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally...
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally...
5.0K
Allosteric Proteins-ATCase
6.5K
Binding sites linkages can regulate a protein's function. For example, enzyme activity is often regulated through a feedback mechanism where the end product of the biochemical process serves as an inhibitor.
Aspartate transcarbamoylase (ATCase) is a cytosolic enzyme that catalyzes the condensation of L-aspartate and carbamoyl phosphate to N-carbamoyl-L-aspartate. This reaction is the first step in pyrimidine biosynthesis. UTP and CTP, the end products of the pyrimidine synthesis...
Aspartate transcarbamoylase (ATCase) is a cytosolic enzyme that catalyzes the condensation of L-aspartate and carbamoyl phosphate to N-carbamoyl-L-aspartate. This reaction is the first step in pyrimidine biosynthesis. UTP and CTP, the end products of the pyrimidine synthesis...
6.5K
Improving Translational Accuracy
14.1K
Base complementarity between the three base pairs of mRNA codon and the tRNA anticodon is not a failsafe mechanism. Inaccuracies can range from a single mismatch to no correct base pairing at all. The free energy difference between the correct and nearly correct base pairs can be as small as 3 kcal/ mol. With complementarity being the only proofreading step, the estimated error frequency would be one wrong amino acid in every 100 amino acids incorporated. However, error frequencies observed in...
14.1K
Ligand Binding and Linkage
5.5K
Allosteric proteins have more than one ligand binding site; the binding of a ligand to any of these sites influences the binding of ligands to the other sites. When a protein is allosteric, its binding sites are called coupled or linked. In the case of enzymes, the site that binds to the substrate is known as the active site and the other site is known as the regulatory site. When a ligand binds to the regulatory site, this leads to conformational changes in the protein that can influence...
5.5K
Predicting Products: Substitution vs. Elimination
13.8K
When a nucleophile and an alkyl halide react, nucleophilic substitution and β-elimination reactions compete to generate products.
The following factors can influence the mechanisms competing against each other:
The following factors can influence the mechanisms competing against each other:
13.8K
Ligand Binding Sites
14.9K
Proteins are dynamic macromolecules that carry out a wide variety of essential processes; however, the activities of most proteins depend on their interactions with other molecules or ions, known as ligands.
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
14.9K
