Sai Chandra Kosaraju on Muck Rack

Sai Chandra Kosaraju

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CholBindNet as an interpretable neural network for cholesterol-binding site classification

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By Alexis Hernandez , Alexis Hernández , Aashish bhatt, Jacob Levine, Yun Luo, Ivan Revilla, Sai Chandra Kosaraju
| Nature
Abstract Cholesterol is a key modulator of membrane protein structure and function, yet predicting cholesterol-binding sites remains challenging due to its non-druglike physicochemical properties. Here, we curated more than 800 high-resolution transmembrane protein structures containing cholesterol, and developed an interpretable, atom-based graph neural network, called CholBindNet.
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