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相关概念视频

Protein Folding Quality Check in the RER01:29

Protein Folding Quality Check in the RER

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ER is the primary site for the maturation and folding of soluble and transmembrane secretory proteins. The calnexin cycle is a specific chaperone system that folds and assesses the confirmation of N-glycosylated proteins before they can exit the ER lumen. The primary players of this quality check pipeline are the lectins, ER-resident chaperones, and a glucosyl transferase enzyme. In case the calnexin system in the lumen fails to salvage a misfolded protein, it is transported to the cytoplasm...
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Molecular Models02:00

Molecular Models

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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.
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Ribosome profiling or ribo-sequencing is a deep sequencing technique that produces a snapshot of active translation in a cell. It selectively sequences the mRNAs protected by ribosomes to get an insight into a cell’s translation landscape at any given point in time.
Applications of ribosome profiling
Ribosome profiling has many applications, including in vivo monitoring of translation inside a particular organ or tissue type and quantifying new protein synthesis levels.
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Evolutionary Relationships through Genome Comparisons02:54

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Genome comparison is one of the excellent ways to interpret the evolutionary relationships between organisms. The basic principle of genome comparison is that if two species share a common feature, it is likely encoded by the DNA sequence conserved between both species. The advent of genome sequencing technologies in the late 20th century enabled scientists to understand the concept of conservation of domains between species and helped them to deduce evolutionary relationships across diverse...
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Ligand Binding and Linkage00:49

Ligand Binding and Linkage

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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...
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Applications of Molecular Taxonomy

Molecular taxonomy has revolutionized the understanding and classification of bacteria, providing precise insights into their diversity, evolutionary relationships, and ecological roles. By utilizing molecular techniques such as DNA sequencing and fingerprinting, researchers have made significant strides in various fields related to bacterial studies.Resolving Taxonomic AmbiguitiesMolecular taxonomy has been instrumental in distinguishing closely related bacterial species initially thought to...

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Author Spotlight: Investigating the Role of Repetitive DNA Misregulation in Cancer Initiation and Immunotherapy Resistance
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罗斯汉博:开源分子对齐和3D相似度评分

Rasha Atwi1, Ye Wang1, Simone Sciabola1

  • 1Medicinal Chemistry, Biogen, Cambridge, Massachusetts 02142, United States.

Journal of chemical information and modeling
|October 30, 2024
PubMed
概括
此摘要是机器生成的。

我们开发了一个开源软件包,用于高效的分子对齐和3D相似性计算. 该工具通过大规模虚拟选小分子来加速药物发现.

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科学领域:

  • 计算化学是一种计算化学.
  • 化学信息学 化学信息学
  • 药物发现 药物发现

背景情况:

  • 虚拟查对于识别候选药物至关重要.
  • 现有的专有工具是有效的,但成本高昂.
  • 基于结构的虚拟选有其局限性.

研究的目的:

  • 为分子对齐和3D相似性计算提供一个开源包.
  • 为专有虚拟选软件提供一个具有成本效益的替代方案.
  • 为了补充现有的基于结构的虚拟选方法.

主要方法:

  • 使用PAPER软件进行基于高斯体积重叠的分子对齐.
  • 实现了GPU加速,以提高计算速度并减少资源使用.
  • 基于药的计算形状和颜色分数用于分子相似性评估.

主要成果:

  • 使用DUDE-Z数据集对该包进行了基准测试,证明了接近最先进的性能.
  • 在各种目标类别中展示了强度.
  • 实现了显著的速度改进,促进了常规的基于联体的药物发现.

结论:

  • 该开源软件包为虚拟选提供了一个可访问和高效的解决方案.
  • 它为药物发现工作流程提供了专有软件的可行替代方案.
  • 该工具的性能和速度支持大规模的分子相似性评估.