I haven't tried this but I've been thinking about it. The supported rail (at least the stuff I got from chai) has a series of machine screws(red) that bolt the rail to the support from below. Maybe these could be replaced with slight longer ones(blue) and bolt through the extrusion, support and into the rail.
Click image for larger version. 

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