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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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Redox reactions are vital biochemical processes that underpin energy metabolism in cells. These reactions involve the transfer of electrons between molecules, occurring in tandem as oxidation and reduction. Oxidation refers to the loss of electrons, while reduction denotes their gain. This coupling ensures the seamless flow of electrons through metabolic pathways. For example, in bacterial metabolism, glucose undergoes oxidation to carbon dioxide, while oxygen is simultaneously reduced to...
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Oxidation-reduction or redox reactions involve the transfer of electrons from one molecule or atom to another. When an atom gains an electron, another atom must lose an electron, meaning oxidation and reduction must occur together. Since the redox occurs in pairs, the atom that gets oxidized is also called the reducing agent or reductant, and the atom that is reduced is also called the oxidizing agent or oxidant. A straightforward way to remember the definitions of oxidation and reduction is...
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A chemical reaction is a process by which the bonds in the atoms of substances are rearranged to generate new substances. Matter cannot be created or destroyed in a chemical reaction—the same type and number of atoms that make up the reactants are still present in the products. Merely, the rearrangement of chemical bonds produces new compounds.
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A balanced chemical equation provides the information of chemical formulas of the reactants and products involved in the chemical change. A reaction’s stoichiometry helps predict how much of the reactant is needed to produce the desired amount of product, or in some cases, how much product will be formed from a specific amount of the reactant.
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Cellular processes such as building and breaking down complex molecules occur through stepwise chemical reactions. Some of these chemical reactions are spontaneous and release energy, whereas others require energy to proceed. Cells often couple the energy-releasing reaction with the energy-requiring one to carry out important cell functions. 
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A Web Tool for Generating High Quality Machine-readable Biological Pathways
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ReactPRED: a tool to predict and analyze biochemical reactions.

Tadi Venkata Sivakumar1, Varun Giri1, Jin Hwan Park2

  • 1Bioinformatics Lab, Samsung Advanced Institute of Technology, Bangalore 560037, India.

Bioinformatics (Oxford, England)
|August 4, 2016
PubMed
Summary

ReactPRED is a new tool for predicting biochemical reactions and pathways. It automates reaction rule creation and allows data refinement for improved specificity and sensitivity in pathway analysis.

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Area of Science:

  • Biochemistry
  • Systems Biology
  • Metabolic Engineering

Background:

  • Biochemical pathway engineering is crucial for synthesizing or degrading chemicals.
  • Current tools for predicting biochemical reactions rely on manual, non-exhaustive rule sets.
  • Existing systems lack capabilities for regulating and refining prediction data for specificity and sensitivity.

Purpose of the Study:

  • To introduce ReactPRED, a robust and flexible tool for automated reaction rule set creation.
  • To enable regulated biochemical pathway prediction and analysis.
  • To address the limitations of current in silico screening tools.

Main Methods:

  • ReactPRED offers automated reaction rule creation from user-defined reaction sets.
  • Features include reaction rule degree and rule tolerance for data refinement.
  • The tool is available as both a graphical user interface and a console application.

Main Results:

  • ReactPRED provides a flexible and customizable platform for predicting biochemical reactions and pathways.
  • Automated rule creation and data refinement features enhance prediction accuracy.
  • The open-source tool supports diverse applications in biochemical engineering.

Conclusions:

  • ReactPRED addresses the need for an automated and regulated tool in biochemical pathway prediction.
  • Its flexibility and customization options make it valuable for researchers.
  • The tool facilitates more accurate and sensitive analysis of biochemical transformations.