Ribosomally
synthesized and post-translationally modified peptides
(RiPPs) are a growing family of natural products with diverse activities
and structures. RiPP classes are defined by the tailoring enzyme,
which can introduce a narrow range of modifications or a diverse set
of alterations. In the latter category, RiPPs synthesized by radical S-adenosylmethionine (SAM) enzymes, known as RaS-RiPPs,
have emerged as especially divergent. A map of all RaS-RiPP gene clusters
does not yet exist. Moreover, precursor peptides remain difficult
to predict using computational methods. Herein, we have addressed
these challenges and report a bioinformatic atlas of RaS-RiPP gene
clusters in available microbial genome sequences. Using co-occurrence
of RaS enzymes and transporters from varied families as a bioinformatic
hook in conjunction with an in-house code to identify precursor peptides,
we generated a map of ∼15,500 RaS-RiPP gene clusters, which
reveal a remarkable diversity of syntenies pointing to a tremendous
range of enzymatic and natural product chemistries that remain to
be explored. To assess its utility, we examined one family of gene
clusters encoding a YcaO enzyme and a RaS enzyme. We find the former
is noncanonical, contains an iron–sulfur cluster, and installs
a novel modification, a backbone amidine into the precursor peptide.
The RaS enzyme was also found to install a new modification, a C–C
crosslink between the unactivated terminal δ-methyl group of
Ile and a Trp side chain. The co-occurrence search can be applied
to other families of RiPPs, as we demonstrate with the emerging DUF692
di-iron enzyme superfamily.