Channelrhodopsins with improved light sensitivity for minimally-invasive optogenetics
Type
Blog Post
...channelrhodopsin-expressing neurons, the channelrhodopsins respond by opening and allowing an influx of ions into the neuron ...s lab and Viviana Gradinaru’s lab used machine learning to design new channelrhodopsins that are more ...channelrhodopsin that’s successful in vivo.
Using machine-learning to overcome channelrhodopsin design challenges... Arnold and Gradinaru Labs developed a machine-learning model to help them construct “designer” channelrhodopsins...the library to 1,161 sequences. Thirty of these remaining sequences were selected for characterization with...mice that received ChR2(H134R) did not turn. Left-turning behavior in ChRger2-treated mice ceased when the...Mackey ED, Gradinaru V, Arnold FH (2019) Machine learning-guided channelrhodopsin engineering enables minimally...