Thursday, August 27, 2020

Chemoproteomics just leveled up with machine learning and limited proteolysis!

I've done a decent amount of rambling about how cool different chemoproteomic strategies are. Here is a good ramble

Drugs have to do something biologically, right? Since everything biologically has something to do with proteins, chances are drugs interact with them. Chemoproteomics gives us a chance of figuring out exactly whom, where and what. 

The argument here is that you lose a lot of information with the normal controlled digestions and limited proteolysis can help. However...whew...your day doesn't get easier from the data analysis side following a limited proteolysis. It's tough to do that with a single purified protein! 

Time for an artificial learning machine intelligence thingy! 


 

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