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Related Concept Videos

Protein-protein Interfaces02:04

Protein-protein Interfaces

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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...
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Protein Networks02:26

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An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
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Protein Organization01:24

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Proteins are polymers of amino acid residues. They are versatile and responsible for different cellular functions, including DNA replication, molecular transport, catalysis, and structural support. Proteins have a hierarchical structure comprising at least three levels of organization: primary, secondary, and tertiary structure. Some large proteins have a quaternary structure where individual protein subunits are linked together.
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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules

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When artificial intelligence meets protein research.

Sonia Longhi1,2, Salvador Ventura3,4,5,6, Sandra Macedo-Ribeiro7

  • 1Aix Marseille University, Marseille, Provence-Alpes-Côte d'Azur, France.

Open Research Europe
|September 8, 2025
PubMed
Summary
This summary is machine-generated.

Artificial intelligence (AI) is revolutionizing molecular biology, particularly protein science. AI tools like AlphaFold accelerate protein structure prediction, advancing medicine and biotechnology.

Area of Science:

  • Molecular biology
  • Computational biology
  • Biotechnology

Background:

  • The 2024 Nobel Prizes in Chemistry and Physics highlight the synergy between artificial intelligence (AI) and molecular biology.
Keywords:
artificial intelligencebioinformaticsdeep learningmachine learningnon-globular proteinsprotein foldingstructural biology

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  • AI, especially deep learning, has significantly advanced protein science, impacting structure prediction and computational design.