Spearman can relate Kegg and taxonomy based on their abundance tables. However, it is well known to generate spurious correlations. Could you recommend a better method?
Ribosomal RNA sequences are rather autochtonous divergence markers (Woese's wonderfull insight). Another things seems to be supporting woices, but rRNA phylogenies essentially are highly adequate.