Nat. Methods 12, 902–903 (2015); published online 29 September 2015; corrected after print 9 December 2015

In the version of this article initially published, MetaPhlAn was mislabeled as MetaphlAn2 in the key to Figure 1a (blue stars). The error has been corrected in the HTML and PDF versions of the article.