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Related Experiment Video

Updated: Nov 5, 2025

Rapid Antimicrobial Susceptibility Testing by Stimulated Raman Scattering Imaging of Deuterium Incorporation in a Single Bacterium
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Monitoring Deuterium Uptake in Single Bacterial Cells via Two-Dimensional Raman Correlation Spectroscopy.

Georgette Azemtsop Matanfack1,2,3, Martin Taubert4, Shuxia Guo1,2,3

  • 1Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany.

Analytical Chemistry
|May 20, 2021
PubMed
Summary

This study used Raman-D2O labeling combined with 2D correlation spectroscopy to track how deuterium is incorporated into bacterial cells over time. The researchers found that deuterium first replaces hydrogen in methylene and methyl groups, with the labeling pattern varying between bacterial genera. The C-D signal intensity increased gradually, and the signal shape became more uniform with longer incubation times. These findings suggest that deuterium incorporation follows a specific sequence in proteins, lipids, and nucleic acids. The study provides insight into how different bacterial species grow and synthesize biomolecules. The combination of these techniques offers a new way to study molecular interactions in microbial systems.

Keywords:
isotope labelingbacterial metabolismRaman spectroscopymolecular interactions

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Area of Science:

  • Microbial physiology within biophysics
  • Isotope labeling in analytical chemistry
  • Raman spectroscopy in bioimaging

Background:

Despite growing interest in Raman-deuterium labeling for microbial studies, the underlying H/D exchange mechanisms remain poorly understood. Prior research has shown that Raman-D2O labeling can track microbial activity, but the temporal dynamics of hydrogen-to-deuterium exchange in cellular components have not been fully characterized. It was already known that C-H stretching vibrations are sensitive to isotopic changes, but the sequence and variability of deuterium incorporation across bacterial genera had not been resolved. This gap motivated the need to investigate how deuterium integrates into different functional groups over time. No prior work had resolved the order of labeling in proteins, lipids, and nucleic acids. The lack of detailed kinetic data on H/D exchange limited the interpretation of labeling patterns in microbial systems. This uncertainty drove the development of a method combining 2D correlation spectroscopy with Raman-D2O labeling. The goal was to clarify the molecular-level processes of isotope incorporation in bacterial cells.

Purpose Of The Study:

The aim of this study was to examine the temporal progression of hydrogen-to-deuterium exchange in bacterial cells using Raman-D2O labeling and 2D correlation spectroscopy. The specific problem addressed was the lack of detailed knowledge about how deuterium is incorporated into different functional groups over time. The motivation came from the need to better understand the molecular interactions that occur during isotope labeling. This approach could improve the interpretation of microbial activity measurements. The study focused on tracking the labeling of methylene and methyl groups in various bacterial genera. The researchers sought to determine the sequence of deuterium incorporation into proteins, lipids, and nucleic acids. This work aimed to provide a clearer picture of the biochemical processes underlying isotope labeling. The findings could contribute to refining Raman-D2O as a tool for microbial analysis.

Main Methods:

The researchers used Raman-D2O labeling combined with two-dimensional correlation spectroscopy to monitor hydrogen-deuterium exchange in bacterial cells. They analyzed the time-dependent changes in C-H and C-D stretching vibrations using Raman spectroscopy. The study involved incubating bacterial cells in deuterated water and measuring spectral changes over time. The 2D correlation analysis helped identify the sequence of deuterium incorporation into different functional groups. The method focused on tracking the intensity and shape of C-D signals in methylene and methyl groups. The researchers compared the labeling patterns across multiple bacterial genera. They examined how the C-D signal evolved with increasing incubation time. This approach allowed them to determine the order of deuterium incorporation into proteins, lipids, and nucleic acids.

Main Results:

The study found that C-H stretching signals decreased in intensity over time before C-D signals appeared. The C-D signal intensity increased gradually with longer incubation periods. The shape of the C-D signal became more uniform after extended incubation times. Deuterium uptake varied significantly between bacterial genera, with methylene and methyl groups being the primary targets of labeling. The C-D signal included symmetric and antisymmetric CD2 and CD3 stretching vibrations. The labeling patterns suggested a sequential order of deuterium incorporation into functional groups. The results showed that proteins, lipids, and nucleic acids were labeled in a specific temporal sequence. These findings provided insight into the growth strategies of different bacterial taxa.

Conclusions:

The authors concluded that the combination of Raman-D2O labeling and 2D correlation spectroscopy is a promising method for studying molecular interactions in bacterial cells. The study revealed that deuterium incorporation follows a specific sequence in functional groups. The variability in labeling patterns across bacterial genera suggests differences in metabolic strategies. The findings support the use of this approach for understanding biomolecule synthesis processes. The researchers propose that this method can enhance the interpretation of microbial activity measurements. The study highlights the importance of tracking isotopic changes in methylene and methyl groups. The results suggest that the order of deuterium incorporation reflects the biochemical pathways active in different bacterial taxa. These insights could improve the application of Raman-D2O labeling in microbial research.

The main outcome is the ability to track the sequential order of deuterium incorporation into functional groups like proteins, lipids, and nucleic acids in bacterial cells.

Methylene and methyl groups are the primary targets of deuterium labeling, as observed in the study.

Longer incubation times lead to more uniform C-D signal shapes, indicating a more complete deuterium incorporation into bacterial cells.

The study shows that deuterium uptake varies between genera, with distinct labeling patterns in CD2 and CD3 stretching vibrations.

The decrease in C-H stretching signals over time suggests hydrogen-to-deuterium exchange is occurring in bacterial cells.

The labeling patterns suggest that different bacterial genera have distinct biochemical pathways for incorporating deuterium into their biomolecules.