# Metadata
Source URL:: https://lcbc-epfl.github.io/metal-site-prediction/
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# Gradio
## Highlights
> [!quote]+ Updated on 240822_195705
>
> Metal ions are essential cofactors for many proteins. In fact, currently, about half of the structurally
> characterized proteins contain a metal ion. Metal ions play a crucial role for many applications such as enzyme
> design or design of protein-protein interactions because they are biologically abundant, tether to the protein
> using strong interactions, and have favorable catalytic properties e.g. as Lewis acid
> [!quote]+ Updated on 240822_195726
>
> Metalloproteins are ubiquitous in nature and are present in all major enzyme families.1,2The metals predominantly found in biological systems are the
> first and second row alkali and earth alkali metals and the first row transition metals such as zinc and copper.
> Zinc is the most common transition metal (present in ~10% of deposited structures) and can fulfill both a
> structural (e.g. in zinc finger proteins) or a catalytic role in up to trinuclear active sites. Zn2+
> is an excellent Lewis acid and is most often found in tetrahedral, pentavalent, or octahedral coordination.
> About 10 % of all reactions catalyzed by enzymes use zinc as cofactor3