RESEARCH: IMMUNOGLOBULIN
FOLDING PROJECT #17240 PROFILE

Proteins do lots of important jobs in our bodies. Scientists are making computer models of special proteins called immunoglobulins to see how they work. The project relates to using these models to teach a computer how to design new immunoglobulins that can target specific things in the body, like helping fight diseases.

Proteins come in all shapes and sizes and contain different chemical properties.

This variety allows them to have an extraordinary diversity of functions from helping your muscles contract to breaking down the food you eat to helping with the copying of your genetic code.

Given the versatility of proteins in nature, people have become interested in designing new proteins to carry out new functions.

In particular, people have been interested in designing new immunoglobulin proteins, as these proteins are good at identifying and binding to specific target proteins, which can be used to modulate the function of an existing system in your body.

In this project, we are simulating a large variety of single-domain immunoglobulin proteins then using the resulting data to train an AI algorithm to design new immunoglobulin proteins!.

Proteins

Large biomolecules essential for various biological functions.

Proteins are complex molecules that perform a wide range of functions in living organisms. They are involved in processes like muscle contraction, digestion, and DNA replication. Scientists can design new proteins with specific functions, such as binding to target molecules.

Immunoglobulin

A type of antibody produced by the immune system to recognize and neutralize pathogens.

Immunoglobulins are proteins produced by the immune system to fight off infections. They specifically bind to foreign substances called antigens, marking them for destruction. Researchers can design modified immunoglobulins for therapeutic purposes, such as targeting cancer cells.

AI

Artificial Intelligence

AI refers to computer systems that can perform tasks typically requiring human intelligence, such as learning, problem-solving, and decision-making. Machine learning is a subset of AI where algorithms learn from data to improve their performance.