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相关概念视频

Synthetic Biology02:55

Synthetic Biology

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Synthetic biology is an interdisciplinary science that involves using principles from disciplines such as engineering, molecular biology, cell biology, and systems biology. It involves remodeling existing organisms from nature or constructing completely new synthetic organisms for applications such as protein or enzyme production, bioremediation, value-added macromolecule production, and the addition of desirable traits to crops, to name a few.
Golden rice
Golden rice is a genetically modified...
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Catalytically Perfect Enzymes01:07

Catalytically Perfect Enzymes

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The theory of catalytically perfect enzymes was first proposed by W.J. Albery and J. R. Knowles in 1976. These enzymes catalyze biochemical reactions at high-speed. Their catalytic efficiency values range from 108-109 M-1s-1. These enzymes are also called 'diffusion-controlled' as the only rate-limiting step in the catalysis is that of the substrate diffusion into the active site. Examples include triose phosphate isomerase, fumarase, and superoxide dismutase.
 
Most enzymes...
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Ribozymes02:47

Ribozymes

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Enzymes02:34

Enzymes

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Inside living organisms, enzymes act as catalysts for many biochemical reactions involved in cellular metabolism. The role of enzymes is to reduce the activation energies of biochemical reactions by forming complexes with its substrates. The lowering of activation energies favor an increase in the rates of biochemical reactions.
Enzyme deficiencies can often translate into life-threatening diseases. For example, a genetic abnormality resulting in the deficiency of the enzyme G6PD...
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Restriction Enzymes01:11

Restriction Enzymes

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Restriction enzymes are bacterial enzymes used to cut DNA in a sequence-specific manner. To cleave DNA, they bind to specific palindromic sequences called restriction sites. Such palindromic DNA sequences or inverted repeats are commonly found in regions of functional significance, such as the origin of replication, gene operator sites, and regions containing transcription termination signals.
The host bacteria protect their own genomic DNA from these enzymes by methylating these sites. Some...
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Enzyme Kinetics01:19

Enzyme Kinetics

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Enzymes speed up reactions by lowering the activation energy of the reactants. The speed at which the enzyme turns reactants into products is called the rate of reaction. Several factors impact the rate of reaction, including the number of available reactants. Enzyme kinetics is the study of how an enzyme changes the rate of a reaction.
Scientists typically study enzyme kinetics with a fixed amount of enzyme in the controlled environment of a test tube. When more reactant, or substrate, is...
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相关实验视频

Updated: May 9, 2025

GENPLAT: an Automated Platform for Biomass Enzyme Discovery and Cocktail Optimization
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GENPLAT: an Automated Platform for Biomass Enzyme Discovery and Cocktail Optimization

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AI.zymes:一种用于进化酶设计的模块化平台.

Lucas P Merlicek1, Jannik Neumann2, Abbie Lear3

  • 1ETH Zürich: Eidgenossische Technische Hochschule Zurich, Department of Biosystems Science and Engineering, SWITZERLAND.

Angewandte Chemie (International ed. in English)
|April 28, 2025
PubMed
概括
此摘要是机器生成的。

AI.zymes是使用人工智能和进化算法设计新型酶的新平台. 这种生物工程工具显著提高了酶活性和稳定性,为各种行业推进生物催化剂.

关键词:
生物催化剂是一种生物催化剂.计算设计的计算设计.电场 电场 电场 电场 电场酶设计 酶设计指导进化是指导进化的.

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科学领域:

  • 生物化学和分子生物学
  • 生物工程是生物工程.
  • 计算生物学 计算生物学

背景情况:

  • 设计新型酶 (生物催化剂) 对于推动生物工程,医学和化学工业的发展至关重要.
  • 尽管在蛋白质设计和预测方面取得了进展,但创造新的酶仍然是一个重大挑战.

研究的目的:

  • 介绍AI.zymes,用于设计和优化新型酶的模块化平台.
  • 为了利用一个进化框架,整合先进的蛋白质工程算法.

主要方法:

  • 在代设计和选择周期中,AI.zymes结合了Rosetta,ESMFold,ProteinMPNN和FieldTools等工具.
  • 该平台优化了催化相关的特性,包括过渡状态亲和力,蛋白质稳定性和静电催化.

主要成果:

  • 人工智能酶成功增强了7.7倍的类固醇异构酶的散乱的肯普消除酶活性.
  • 这种改进是通过实验测试只有7个变体来实现的.
  • 该平台展示了改进设计算法没有明确针对的特性的能力,例如静电催化.

结论:

  • AI.zymes为酶设计和优化提供了一个强大的模块化框架.
  • 它结合新兴算法的能力表明,它可以为生物催化剂开发提供统一的方法.
  • 该平台对生物工程,医学和化学工业的应用具有重大潜力.