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Updated: Jan 10, 2026

Author Spotlight: Integrated OPTIR-FISH for Single-Cell Metabolic and Identity Analysis in Complex Environments
Published on: February 23, 2024
Inverse stable isotope labeling (InverSIL) links predicted catecholate siderophore gene clusters to their products in
Jose Miguel D Robes1,2, Tashi C E Liebergesell1,2, Victoria P Medvedeva1,2
1Department of Chemistry, University of Utah, Salt Lake City, Utah, USA.
Abstract:
Bacteria produce high-affinity iron-chelating secondary metabolites called siderophores to access insoluble Fe(III) in their environments. Genome mining has revealed many predicted siderophore biosynthetic gene clusters (BGCs) in bacterial genomes, however the structures of their siderophore products remain mostly undetermined. This limits our molecular-level understanding of how bacteria acquire iron, as well as how they interact with other taxa that may use the same siderophores within bacterial communities. Here, we apply inverse stable isotope labeling (InverSIL) to rapidly connect predicted siderophore BGCs to their products. With InverSIL, bacteria are grown on 13C-substituted carbon sources and then fed predicted biosynthetic precursors at their natural isotopic abundance to identify BGC products by mass spectrometry, which removes issues with the availability of isotopically substituted precursors. We use InverSIL to determine the structures of the siderophore products of predicted BGCs from the methylotrophic genera Methylophilus and Methylobacterium, and the siderophores produced by the opportunistic pathogen Chromobacterium violaceum, which were previously shown to be essential for virulence yet remained structurally uncharacterized. We next use this approach to reveal the unexpected production of enterobactin by the genera Kushneria and Paracoccus, which was difficult to predict from genome sequences due to the distributed nature of the biosynthetic genes within the genomes. Finally, we use InverSIL to discover new siderophores, cellulochelin A and B, from the cellulose-degrading plant symbiont Cellulomonas sp. strain Leaf334. These findings demonstrate the utility of InverSIL for functional BGC characterization and expand our molecular understanding of bacterial iron acquisition strategies.

