# Combined Approach of Chromatographic Fractionation and Raman Spectroscopy for Metabolite Profiling of Enterobacter spp. Supernatant

**Authors:** Elizaveta Denisova, Anastasia Avdyusheva, Vera Vasilieva, Elizaveta Tyshchuk, Polina Grebenkina, Andrey Korenevsky, Ivan Chelibanov, Vladimir Chelibanov, Areg Totolian, Lyudmila Kraeva, Dmitry Sokolov

PMC · DOI: 10.3390/ijms27031564 · International Journal of Molecular Sciences · 2026-02-05

## TL;DR

This paper introduces a new method combining chromatography and Raman spectroscopy to analyze the complex chemical makeup of bacterial secretions.

## Contribution

A novel hybrid method using chromatographic fractionation and Raman spectroscopy for metabolite profiling of bacterial secretomes.

## Key findings

- Fraction 3 of Enterobacter spp. supernatant contains peptides, nucleic acids, polysaccharides, and glutathione-like compounds.
- The hybrid method preserves sample integrity and avoids ionization bias, making it suitable for labile metabolites.
- Fraction 3 lacks phenylalanine and sterol-like lipids, indicating a distinct chemical profile.

## Abstract

The secretome of ESKAPE pathogens contains numerous bioactive molecules that play a key role in pathogenesis and the formation of an immunosuppressive microenvironment. However, analyzing this complex chemical composition presents significant methodological challenges. In this study, we propose a combined approach integrating chromatographic fractionation of cell-free supernatants with Raman spectroscopy to deconstruct the secretome of the clinically relevant Gram-negative pathogen—Enterobacter spp. Chromatographic separation of the Enterobacter spp. supernatant into seven fractions reduced spectral congestion and enabled identification of fraction 3 as having a unique metabolite profile, enriched in peptides (including tryptophan- and tyrosine-containing structures), nucleic acids, polysaccharides, and putative glutathione-like compounds. Notably, fraction 3 lacked markers of phenylalanine and sterol-like lipids, highlighting its distinct composition. Compared to conventional mass spectrometry and nuclear magnetic resonance, our hybrid strategy offers minimal sample preparation, preserves sample integrity for repeated analysis, avoids ionization bias, and is fully compatible with aqueous biological matrices—critical advantages for profiling labile or low-abundance metabolites in native secretomes. These findings demonstrate that the combination of preparative chromatography and Raman spectroscopy effectively resolves complex bacterial secretomes and identifies fractions potentially carrying key virulence or signaling functions.

## Linked entities

- **Chemicals:** tryptophan (PubChem CID 1148), tyrosine (PubChem CID 1153), glutathione (PubChem CID 124886), phenylalanine (PubChem CID 994)

## Full-text entities

- **Chemicals:** lipids (MESH:D008055), phenylalanine (MESH:D010649), tryptophan (MESH:D014364), glutathione-like compounds (-), sterol (MESH:D013261), acids (MESH:D000143), tyrosine (MESH:D014443), polysaccharides (MESH:D011134)

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12898628/full.md

## References

42 references — full list in the complete paper: https://tomesphere.com/paper/PMC12898628/full.md

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Source: https://tomesphere.com/paper/PMC12898628