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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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Catalysis02:50

Catalysis

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The presence of a catalyst affects the rate of a chemical reaction. A catalyst is a substance that can increase the reaction rate without being consumed during the process. A basic comprehension of a catalysts’ role during chemical reactions can be understood from the concept of reaction mechanisms and energy diagrams.
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Turnover Number and Catalytic Efficiency01:19

Turnover Number and Catalytic Efficiency

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The turnover number of an enzyme is the maximum number of substrate molecules it can transform per unit time. Turnover numbers for most enzymes range from 1 to 1000 molecules per second. Catalase has the known highest turnover number, capable of converting up to 2.8×106 molecules of hydrogen peroxide into water and oxygen per second. Lysozyme has the lowest known turnover number of half a molecule per second.
Chymotrypsin is a pancreatic enzyme that breaks down proteins during digestion....
20.0K
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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Introduction to Mechanisms of Enzyme Catalysis01:13

Introduction to Mechanisms of Enzyme Catalysis

10.4K
For many years, scientists thought that enzyme-substrate binding took place in a simple "lock-and-key" fashion. This model stated that the enzyme and substrate fit together perfectly in one instantaneous step. However, current research supports a more refined view scientists call induced fit. The induced-fit model expands upon the lock-and-key model by describing a more dynamic interaction between enzyme and substrate. As the enzyme and substrate come together, their interaction causes...
10.4K
Predicting Reaction Outcomes02:24

Predicting Reaction Outcomes

10.0K
Kinetics describes the rate and path by which a reaction occurs. In contrast, thermodynamics deals with state functions and describes the properties, behavior, and components of a system. It is not concerned with the path taken by the process and cannot address the rate at which a reaction occurs. Although it does provide information about what can happen during a reaction process, it does not describe the detailed steps of what appears on an atomic or a molecular level. On the other hand,...
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Related Experiment Video

Updated: Jan 15, 2026

Millifluidics for Chemical Synthesis and Time-resolved Mechanistic Studies
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Millifluidics for Chemical Synthesis and Time-resolved Mechanistic Studies

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Reac-Discovery: an artificial intelligence-driven platform for continuous-flow catalytic reactor discovery and

Cristopher Tinajero1, Marcileia Zanatta1,2, Julián E Sánchez-Velandia3

  • 1Institute of Advanced Materials (INAM), Universitat Jaume I, Castellón, Spain.

Nature Communications
|October 13, 2025
PubMed
Summary

Reac-Discovery revolutionizes chemical reactor design using AI and 3D printing. This digital platform integrates design, fabrication, and optimization, achieving record yields for CO₂ cycloaddition reactions.

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Area of Science:

  • Chemical Engineering
  • Materials Science
  • Computational Chemistry

Background:

  • Traditional reactor engineering relies on human input for design.
  • Digital technologies offer potential for novel reactor geometries and performance improvements.

Purpose of the Study:

  • Introduce Reac-Discovery, a digital platform for integrated catalytic reactor design, fabrication, and optimization.
  • Utilize periodic open-cell structures (POCs) for advanced reactor geometries.
  • Demonstrate the platform's capability through case studies in catalysis.

Main Methods:

  • Reac-Gen: Parametric design and analysis of structures using mathematical models.
  • Reac-Fab: High-resolution 3D printing and functionalization of reactors.
  • Reac-Eval: Self-driving laboratory with NMR monitoring and ML optimization.
  • Printability validation algorithm for reactor designs.

Main Results:

  • Reac-Discovery successfully integrated design, fabrication, and optimization.
  • Demonstrated high-resolution 3D printing of complex catalytic reactors.
  • Achieved highest reported space-time yield (STY) for triphasic CO₂ cycloaddition using immobilized catalysts.

Conclusions:

  • Reac-Discovery represents a significant advancement in digitalizing catalytic reactor engineering.
  • The platform enables rapid optimization of reactor performance through AI and automated experimentation.
  • This integrated approach accelerates the discovery and implementation of efficient catalytic processes.