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Spatial Mapping of Pyocyanin in Pseudomonas Aeruginosa Bacterial Communities Using Surface Enhanced Raman Scattering
Abstract
Surface enhanced Raman spectroscopy (SERS) imaging was used in conjunction with principal component analysis (PCA) for the in situ spatiotemporal mapping of the virulence factor pyocyanin in communities of the pathogenic bacterium Pseudomonas aeruginosa. The combination of SERS imaging and PCA analysis provides a robust method for the characterization of heterogeneous biological systems while circumventing issues associated with interference from sample autofluorescence and low reproducibility of SERS signals. The production of pyocyanin is found to depend both on the growth carbon source and on the specific strain of P. aeruginosa studied. A cystic fibrosis lung isolate strain of P. aeruginosa synthesizes and secretes pyocyanin when grown with glucose and glutamate, while the laboratory strain exhibits detectable production of pyocyanin only when grown with glutamate as the source of carbon. Pyocyanin production in the laboratory strain grown with glucose was below the limit of detection of SERS. In addition, the combination of SERS imaging and PCA can elucidate subtle differences in the molecular composition of biofilms. PCA loading plots from the clinical isolate exhibit features corresponding to vibrational bands of carbohydrates, which represent the mucoid biofilm matrix specific to that isolate, features that are not seen in the PCA loading plots of the laboratory strain.
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“In P. aeruginosa, SERS and confocal Raman imaging detect phenazines such as pyocyanin and alkyl quinolones through depth.”
From Understanding Pseudomonas aeruginosa Biofilms: Quorum Sensing, c-di-GMP Signaling, and Emerging Antibiofilm Approaches (2026) · cites this paper as [246]
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“Practical SERS, with validation by electrochemical SERS, tracks evolving gradients of virulence factors over time [246,252].”
From Understanding Pseudomonas aeruginosa Biofilms: Quorum Sensing, c-di-GMP Signaling, and Emerging Antibiofilm Approaches (2026) · cites this paper as [246]
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“Method papers now recommend combining label-free Raman maps with mass spectrometry imaging (MSI), including matrix-assisted laser desorption ionization (MALDI) MSI, to co-register structure and metabolite patterns and reveal the small-molecule code that underlies biofilm behavior [246,250,251].”
From Understanding Pseudomonas aeruginosa Biofilms: Quorum Sensing, c-di-GMP Signaling, and Emerging Antibiofilm Approaches (2026) · cites this paper as [246]
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“These approaches visualize quorum signal gradients and redox changes as antibiotics diffuse [246,247,248].”
From Understanding Pseudomonas aeruginosa Biofilms: Quorum Sensing, c-di-GMP Signaling, and Emerging Antibiofilm Approaches (2026) · cites this paper as [246]
In the citing paper
“Raman microspectroscopy, including surface-enhanced Raman spectroscopy (SERS) and confocal Raman mapping, measures matrix chemistry in situ.”
From Understanding Pseudomonas aeruginosa Biofilms: Quorum Sensing, c-di-GMP Signaling, and Emerging Antibiofilm Approaches (2026) · cites this paper as [246]
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Cited by
Bacteria Detection: From Powerful SERS to Its Advanced Compatible Techniques
Zhou, X., Hu, Z., Yang, D., Xie, S., Jiang, Z., Niessner, R., Haisch, C., Zhou, H., & Sun, P. (2020) · Advanced Science · doi:10.1002/advs.202001739 · Cited by 313
Elbehiry, A., Marzouk, E., Edrees, H. M., Ibrahem, M., Alzahrani, S., Anagreyyah, S., Abualola, H., Alghamdi, A., Alzahrani, A., Jaber, M., et al. (2026) · Microorganisms · doi:10.3390/microorganisms14010109 · Cited by 34
Metadata
- Authors
- Polisetti, S., Baig, N. F., Morales-Soto, N., Shrout, J. D., & Bohn, P. W.
- Affiliations
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, USA
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, USA
- Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, USA
- Venue
- Applied Spectroscopy
- Publisher
- SAGE Publications
- Published
- 2016-07-20
- Volume
- 71
- Issue
- 2
- Pages
- 215-223
- ISSN
- 0003-7028
- 1943-3530
- Cited by
- 41
- References
- 0
- Language
- en
- Licence
- journals.sagepub.com/page/policies/text-and-data-mining-license (tdm)
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- Polisetti, S., Baig, N. F., Morales-Soto, N., Shrout, J. D., & Bohn, P. W. (2017). Spatial Mapping of Pyocyanin in Pseudomonas Aeruginosa Bacterial Communities Using Surface Enhanced Raman Scattering. Applied Spectroscopy. https://doi.org/10.1177/0003702816654167
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