MEGADOCK-on-Colab:一个易于使用的蛋白质-蛋白质对接工具在谷歌合作平台上
1Department of Computer Science, School of Computing, Tokyo Institute of Technology, 4259-G3-56 Nagatsutacho, Midori-ku, Yokohama, Kanagawa, 226-8501, Japan. ohue@c.titech.ac.jp.
BMC research notes
|September 22, 2023
概括
一个新的谷歌协作环境使MEGADOCK蛋白质-蛋白质对接工具易于访问. 这使得研究人员能够在没有本地安装的情况下运行和可视化复杂的对接结构,从而促进更广泛的采用.
科学领域:
- 计算生物学 计算生物学
- 结构生物信息学 结构生物信息学
背景情况:
- 谷歌协作 (Colab) 笔记本提高了科学软件的可复制性.
- 蛋白质-蛋白质对接工具可以从基于云的环境中获益.
研究的目的:
- 为MEGADOCK蛋白质-蛋白质对接软件开发一个谷歌协作环境.
- 为全球的研究人员提高MEGADOCK的可访问性和可用性.
主要方法:
- 在Colab环境中编译MEGADOCK.
- 通过PyPI/apt.apt. 集成FFTW库和其他必要的工具.
- 为执行和可视化对接结果开发简化的工作流程.
主要成果:
- 已经成功地为MEGADOCK建立了一个功能性的谷歌协作环境.
- 用户现在可以执行蛋白质-蛋白质对接,并通过单击可视化结果.
- MEGADOCK-on-Colab代码在CC-BY NC 4.0许可证下公开提供.
结论:
- 开发的 Colab 环境显著降低了使用 MEGADOCK 的进入壁垒.
- 这一举措促进了蛋白质-蛋白质对接研究的更广泛应用和可重复性.
- 基于云的解决方案对于民主化对先进计算工具的访问至关重要.
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
36
10:21Author Spotlight: Streamlining Protein Target Prediction and Validation via Molecular Docking and CETSA
Published on: February 23, 2024
2.6K
相关概念视频
Ligand Binding Sites
12.9K
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...
12.9K
Protein-protein Interfaces
12.5K
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...
12.5K
Ligand Binding and Linkage
3.1K
3.1K
Protein-Protein Interfaces
3.8K
3.8K
Protein Complex Assembly
10.6K
Proteins can form homomeric complexes with another unit of the same protein or heteromeric complexes with different types. Most protein complexes self-assemble spontaneously via ordered pathways, while some proteins need assembly factors that guide their proper assembly. Despite the crowded intracellular environment, proteins usually interact with their correct partners and form functional complexes.
Many viruses self-assemble into a fully functional unit using the infected host cell to...
Many viruses self-assemble into a fully functional unit using the infected host cell to...
10.6K
Molecular Models
38.6K
Physical models representing molecular architectures of chemical compounds play essential roles in understanding chemistry. The use of molecular models makes it easier to visualize the structures and shapes of atoms and molecules.
38.6K
