Add following into .gtkrc-2.0 in C:\Users\〈UserName〉\. If .gtkrc-2.0 does not exist, create such file.
.gtkrc-2.0
C:\Users\〈UserName〉\
The restart of GTK application is needed after the changes made in .gtkrc-2.0 file.