PCA analysis of bed files

I would like to make principal component analysis of a group of bed files reporting peak coordinates from a ChIP-seq experiment to assess whaether they cluster together, similar to what is done routinely in RNA-seq experiments. Does anyone know whether that is possible in Galaxy?

Is DiffBind: Generating a PCA in Galaxy of any use?