Comparing distance matrices....

So there is a test. It seems it's called the Mantel test.
More info here:
http://www.ats.ucla.edu/stat/r/faq/mantel_test.htm
and here:
http://qiime.org/tutorials/distance_matrix_comparison.html

time for some food!