通过量子计算设计蛋白质结合的De Novo设计
Lars Meuser1,2, Alexandros Patsilinakos2, Pietro Faccioli1,3
1Dipartimento di Fisica, Università di Milano-Bicocca, Piazza della Scienza 3, 20126 Milano, Italy.
Journal of chemical theory and computation
|September 30, 2025
概括
这项研究引入了一种混合量子-经典计算框架,用于新的类药物设计. 它优化了氨基酸序列并预测了结合姿势,优于特定蛋白质标的经典方法.
科学领域:
- 计算化学和量子计算在药物发现中的应用.
背景情况:
- 药物设计需要探索广的化学和结构空间.
- 量子计算为有效探索这些空间提供了潜力.
研究的目的:
- 开发和评估一个结合古典和量子计算的多尺度框架,用于设计.
- 为了优化氨基酸序列和预测特定蛋白质标的原子分辨率的结合姿势.
主要方法:
- 一个集成经典和量子计算的多尺度计算框架 (D波量子化器).
- 优化氨基酸序列和预测蛋白结合位置.
- 与工业级的经典优化器和实验数据进行比较.
主要成果:
- 该框架成功为几个蛋白质标设计了结剂.
- 性能比较表明,量子经典方法对特定任务的纯粹经典优化有优势.
- 设计的序列和姿势与实验特征的结剂进行了验证.
结论:
- 混合量子-经典计算为加速新药设计提供了一个强大的方法.
- 开发的框架证明了量子计算在优化分子结构和相互作用方面的可行性和潜力.
- 这项工作为更高效,更准确的计算药物发现管道铺平了道路.
更多相关视频
05:08Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
Published on: July 8, 2025
949
06:50Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
Published on: January 26, 2024
2.5K
相关概念视频
Protein-protein Interfaces
14.4K
Many proteins form complexes to carry out their functions, making protein-protein interactions (PPIs) essential for an organism's survival. Most PPIs are stabilized by numerous weak noncovalent chemical forces. The physical shape of the interfaces determines the way two proteins interact. Many globular proteins have closely-matching shapes on their surfaces, which form a large number of weak bonds. Additionally, many PPIs occur between two helices or between a surface cleft and a...
14.4K
Protein Folding
11.1K
Proteins are chains of amino acids linked together by peptide bonds. Upon synthesis, a protein folds into a three-dimensional conformation, critical to its biological function. Interactions between its constituent amino acids guide protein folding, and hence the protein structure is primarily dependent on its amino acid sequence.
Protein Structure Is Critical to Its Biological Function
Proteins perform a wide range of biological functions such as catalyzing chemical reactions, providing...
Protein Structure Is Critical to Its Biological Function
Proteins perform a wide range of biological functions such as catalyzing chemical reactions, providing...
11.1K
Protein Organization
9.1K
Proteins are polymers of amino acid residues. They are versatile and responsible for different cellular functions, including DNA replication, molecular transport, catalysis, and structural support. Proteins have a hierarchical structure comprising at least three levels of organization: primary, secondary, and tertiary structure. Some large proteins have a quaternary structure where individual protein subunits are linked together.
The primary structure of a protein is its amino acid sequence....
The primary structure of a protein is its amino acid sequence....
9.1K
Conservation of Protein Domains Over Different Proteins
14.0K
Protein domains are small structurally independent units that are part of a single amino acid chain. Although these domains are often structurally independent, they may rely on synergistic effects to perform their functions as part of a larger protein. Protein domains may be conserved within the same organism, as well as across different organisms.
A limited set of protein domains often duplicate and recombine during evolution. These domains can be organized in different combinations to...
A limited set of protein domains often duplicate and recombine during evolution. These domains can be organized in different combinations to...
14.0K
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
