Tag: Protein

Unlocking the Secrets of Life: AI Protein Models Demystified

Over the span of millions of years, nature has designed a complete toolbox of proteins that drive different facets of life: conversion of sunlight into high energy molecules, breaking down molecules for energy, building cell organelles building blocks, etc. Through natural evolution, nature has opti...

The Development of Alzheimer’s Hinges Significantly On A Misfolded Protein

There are so many different types of proteins in the body. In fact, it is estimated that the human body contains 80,000–400,000 different types of proteins, and these proteins are present for different purposes in the body. Now, the cells in our body can manufacture thes...

How to predict protein structures with AlphaFold 2 using ColabFold

The structure of a protein, that is the spatial disposition of all its atoms, determines its function, interaction with other molecules, regulation, stability, and all other kinds of relevant properties. Knowing a protein’s structure is therefore essential to understand how it works, how we ca...

Australia’s Alt Protein Boom, WHO President Advocates Plant-Based Diets, and 2024 Food Trends

Plant-based meats could generate AU$3 billion in sales and create 6,000 full-time jobs in Australia by 2030. The broader plant protein sector, including dairy milk alternatives, bakery ingredients, and sports nutrition, could contribute an additional AU$3 billion. There’s an increase in gov...

Using protein language models to accelerate their artificial evolution works; the interesting part is why.

The paper also gives a good explanation about their thinking process. If you only have a few minutes (but you should use more), you can start with Fig 1 in the paper. Their hypothesis was that evolutionary pressures favor protein characteristics that are useful in application settings, which means t...