Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Protein Networks02:26

Protein Networks

4.4K
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.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
4.4K
Protein Networks02:26

Protein Networks

2.7K
2.7K
Protein-protein Interfaces02:04

Protein-protein Interfaces

14.4K
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...
14.4K
Protein-Protein Interfaces02:04

Protein-Protein Interfaces

4.3K
4.3K
Protein Organization01:24

Protein Organization

8.8K
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.
The primary structure of a protein is its amino acid sequence....
8.8K
Protein Organization01:13

Protein Organization

155.3K
Overview
155.3K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

zsasa: a Zig-based engine for high-throughput solvent accessible surface area at proteome scale.

bioRxiv : the preprint server for biology·2026
Same author

c-FLIP: A pseudoprotease with emerging metal-binding activity.

The FEBS journal·2026
Same author

Occurrence and fate of pharmaceuticals and personal care products in river water, lake water, sewage effluent, tap water, and groundwater in Japan.

Environmental toxicology and chemistry·2025
Same author

Exploring Binding Sites on Proteins for Function Prediction Using the PoSSuM Databases.

Methods in molecular biology (Clifton, N.J.)·2025
Same author

Oligomer-based functions of mitochondrial porin.

Nature communications·2025
Same author

Application of Anomaly Detection to Identify Important Features of Protein Dynamics.

ACS omega·2025

Related Experiment Video

Updated: Dec 26, 2025

Investigating Protein Sequence-structure-dynamics Relationships with Bio3D-web
09:51

Investigating Protein Sequence-structure-dynamics Relationships with Bio3D-web

Published on: July 16, 2017

15.9K

Neural networks for protein structure and function prediction and dynamic analysis.

Yuko Tsuchiya1,2, Kentaro Tomii3,4,5

  • 1Artificial Intelligence Research Center (AIRC), Tokyo, Japan.

Biophysical Reviews
|March 14, 2020
PubMed
Summary

Neural networks are revolutionizing protein informatics by enabling accurate predictions of protein structure, function, and dynamics using large datasets and advanced computational methods.

Area of Science:

  • Computational biology
  • Bioinformatics
  • Machine learning

Background:

  • Advancements in hardware, software, and data accumulation have fueled the rise of neural networks in science.
Keywords:
Contact predictionDeep learningNeural networksProtein allosteryProtein-compound interaction

More Related Videos

A Protocol for Computer-Based Protein Structure and Function Prediction
16:41

A Protocol for Computer-Based Protein Structure and Function Prediction

Published on: November 3, 2011

69.6K
Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
05:08

Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins

Published on: July 8, 2025

820

Related Experiment Videos

Last Updated: Dec 26, 2025

Investigating Protein Sequence-structure-dynamics Relationships with Bio3D-web
09:51

Investigating Protein Sequence-structure-dynamics Relationships with Bio3D-web

Published on: July 16, 2017

15.9K
A Protocol for Computer-Based Protein Structure and Function Prediction
16:41

A Protocol for Computer-Based Protein Structure and Function Prediction

Published on: November 3, 2011

69.6K
Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
05:08

Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins

Published on: July 8, 2025

820
  • Machine learning, particularly deep neural networks, offers powerful data analysis capabilities.
  • Increasing protein data necessitates advanced computational approaches in protein informatics.