Compiling gvim on Debian

I'm trying to compile vim with gui support on a Debian system. I can't
seem to figure how to enable the gui option, I tried

./configure --enable-gui=gnome2

assuming it would at least check for the required libraries and warn me
if any are missing, but in configure's output there is no mention of gtk
lib check and all I get grepping 'gui' on its output is

checking --enable-gui argument... no GUI support

So I'm not sure what the problem is: wrong configure option or missing
libraries? If it's the latter, what dev packages do I need to install?

Thanks.

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