In Situ Raman Hyperspectral Analysis of Microbial Colonies for Secondary Metabolites Screening

• Published in: Analytical chemistry (Washington) Vol. 96; no. 37; pp. 14909 - 14917
• Main Authors: Suwa, Shunnosuke, Ando, Masahiro, Nakashima, Takuji, Horii, Shumpei, Anai, Toyoaki, Takeyama, Haruko
• Format: Journal Article
• Language: English
• Published: United States American Chemical Society 17.09.2024
• Subjects: Actinomycetes; Actinorhodin; Amphotericin B; Anti-Bacterial Agents - analysis; Anti-Bacterial Agents - metabolism; Antibiotics; Bacteria; Colonies; Culture media; Drug development; E coli; Escherichia coli - isolation & purification; Escherichia coli - metabolism; Heterogeneity; Least-Squares Analysis; Metabolites; Microorganisms; Penicillin; Raman spectroscopy; Secondary metabolites; Spatial distribution; Spectrum analysis; Spectrum Analysis, Raman - methods; Streptomyces - metabolism; Undecylprodigiosin
• ISSN: 0003-2700; 1520-6882; 1520-6882
• DOI: 10.1021/acs.analchem.4c02906

Since the discovery of penicillin, a vast array of microbial antibiotics has been identified and applied in the medical field. Globally, the search for drug candidates via microbial screening is ongoing. Traditional screening methods, however, are time-consuming and require labor-intensive sample processing, significantly reducing throughput. This research introduces a Raman spectroscopy-based screening system tailored to the in situ analysis of microbial colonies on solid culture media. Employing multivariate curve resolution-alternating least-squares (MCR-ALS) for spectral decomposition, our approach reveals the production of secondary metabolites at the single colony level. We enhanced the microbial culture method, enabling direct, high signal-to-noise (S/N) ratio Raman spectroscopic measurements of colonies of Escherichia coli and actinomycetes species. Through semisupervised MCR analysis using the known spectra of actinorhodin and undecylprodigiosin as references, we accurately assessed the production of these compounds by Streptomyces coelicolor A3(2). Furthermore, we herein successfully detected the production of amphotericin B by Streptomyces nodosus, even in the absence of prior spectral information. This demonstrates the potential of our technique in the discovery of secondary metabolites. In addition to enabling the detection of the above-mentioned compounds, this analysis revealed the heterogeneity of the spatial distribution of their production in each colony. Our technique makes a significant contribution to the advancement of microbial screening, offering a rapid, efficient alternative to conventional methods and opening avenues for secondary metabolites discovery.