Originally Posted by Mackers

The Ergobrain bits are housed in their own plugs that replace the standard plugs in the Ergopowers.

Unless you have those stored somewhere removing the Ergobrain intact will mean your Ergopower sits on the handlebar unsupported at the bottom and the shifty bits are exposed. The rubber cover won't be supported there either which I find an incredibly annoying sensation.