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You shouldn't run ROS as root anywhere. The problem why rosrun cannot be found using sudo is that you haven't set up ROS for this.

Why not allow access to the (required) low level devices? See this link about general unix file permissions and this link about how to use udev rules on an RPi for setting file permissions for the GPIOs (on the very bottom of the page).

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