I don't know what's causing this issue but the GUI on my Rstudio install turned blank. I've tried clearing the configuration folder, reinstalling, and updating to no success. In the terminal, there is a repeated error about not finding Adwaita Sans.
When you say you cleared the configuration folder, did you do a full reset of the state as described here?