https://phys.org/news/2022-05-deep-gene ... drugs.html
by Helmholtz Association of German Research Centres
The nuclease Cas13b associated with CRISPR defense systems—also known as genetic scissors—has the potential to be used in the future in hereditary diseases to silence adverse genes. In the fight against infections, it is also being researched as an antiviral agent, as Cas13b can target the genome of viruses and render them harmless. Despite these promising features, researchers are looking for nuclease inhibitors that can control or stop such activities. The aim is to increase the safety and efficacy of future therapies and to help prevent off-target effects.
An international team led by the Helmholtz Institute in Würzburg, in cooperation with the University of Freiburg, has now applied deep learning for the first time to find natural nuclease inhibitors. The study, published today in the scientific journal Molecular Cell, identified the first such inhibitor that blocks the activity of Cas13b.