ACS Publications. Most Trusted. Most Cited. Most Read
My Activity
Recently Viewed
You have not visited any articles yet, Please visit some articles to see contents here.
CONTENT TYPES

Simulation of Transportation and Storage and Their Influence on Raman Spectra of Bacteria

  • Christina Wichmann
    Christina Wichmann
    Leibniz Institute of Photonic Technology Jena − Member of the Research Alliance “Leibniz Health Technologies”, Albert-Einstein-Str. 9, 07745 Jena, Germany
    Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany
    Research Campus Infectognostics, Philosophenweg 7, 07743 Jena, Germany
  • Mehul Chhallani
    Mehul Chhallani
    Leibniz Institute of Photonic Technology Jena − Member of the Research Alliance “Leibniz Health Technologies”, Albert-Einstein-Str. 9, 07745 Jena, Germany
    Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany
    Research Campus Infectognostics, Philosophenweg 7, 07743 Jena, Germany
  • Thomas Bocklitz
    Thomas Bocklitz
    Leibniz Institute of Photonic Technology Jena − Member of the Research Alliance “Leibniz Health Technologies”, Albert-Einstein-Str. 9, 07745 Jena, Germany
    Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany
  • Petra Rösch*
    Petra Rösch
    Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany
    Research Campus Infectognostics, Philosophenweg 7, 07743 Jena, Germany
    *E-mail: [email protected]
    More by Petra Rösch
  • , and 
  • Jürgen Popp
    Jürgen Popp
    Leibniz Institute of Photonic Technology Jena − Member of the Research Alliance “Leibniz Health Technologies”, Albert-Einstein-Str. 9, 07745 Jena, Germany
    Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany
    Research Campus Infectognostics, Philosophenweg 7, 07743 Jena, Germany
    More by Jürgen Popp
Cite this: Anal. Chem. 2019, 91, 21, 13688–13694
Publication Date (Web):October 8, 2019
https://doi.org/10.1021/acs.analchem.9b02932
Copyright © 2019 American Chemical Society
Article Views
660
Altmetric
-
Citations
LEARN ABOUT THESE METRICS
Read OnlinePDF (2 MB)
Supporting Info (1)»

Abstract

Abstract Image

Recently, Raman spectroscopy has become more and more in the focus of bacterial identification as it is a culture-independent, nondestructive, and contact-less method. Since Raman spectroscopy is a phenotypic method, lots of parameters can influence the spectra. One of the least controllable factors is transport and storage, but it is often not taken into account, and therefore these influences on the Raman spectra of bacteria are unknown. In order to investigate this effect, we simulated the transport and storage of bacteria under different conditions and investigated them with Raman spectroscopy. With a look at the mean spectra, only one bacterium showed differences during the storage conditions. However, after applying chemometric methods, changes in the data could be found within all bacteria during storage times. This study shows how drastic the effect will influence a database, depending on the different handling or storage. Therefore, it is of the utmost importance to consider these nonbiological influences when planning further experiments and evaluating the resulting data.

Supporting Information

ARTICLE SECTIONS
Jump To

The Supporting Information is available free of charge on the ACS Publications website at DOI: 10.1021/acs.analchem.9b02932.

  • PLS Score plots of classification of each condition, PLS score plots of all identifications, confusion tables of all classification and identifications (PDF)

Terms & Conditions

Most electronic Supporting Information files are available without a subscription to ACS Web Editions. Such files may be downloaded by article for research use (if there is a public use license linked to the relevant article, that license may permit other uses). Permission may be obtained from ACS for other uses through requests via the RightsLink permission system: http://pubs.acs.org/page/copyright/permissions.html.

Cited By

This article is cited by 16 publications.

  1. Wei Wang, Asifur Rahman, Seju Kang, Peter J. Vikesland. Investigation of the Influence of Stress on Label-Free Bacterial Surface-Enhanced Raman Spectra. Analytical Chemistry 2023, 95 (7) , 3675-3683. https://doi.org/10.1021/acs.analchem.2c04636
  2. Georgette Azemtsop Matanfack, Martin Taubert, Vincent Reilly-Schott, Kirsten Küsel, Petra Rösch, Jürgen Popp. Phenotypic Differentiation of Autotrophic and Heterotrophic Bacterial Cells Using Raman-D2O Labeling. Analytical Chemistry 2022, 94 (22) , 7759-7766. https://doi.org/10.1021/acs.analchem.1c04097
  3. Asifur Rahman, Seju Kang, Wei Wang, Qishen Huang, Inyoung Kim, Peter J. Vikesland. Lectin-Modified Bacterial Cellulose Nanocrystals Decorated with Au Nanoparticles for Selective Detection of Bacteria Using Surface-Enhanced Raman Scattering Coupled with Machine Learning. ACS Applied Nano Materials 2022, 5 (1) , 259-268. https://doi.org/10.1021/acsanm.1c02760
  4. Xue-Di Zhang, Bin Gu, Muhammad Usman, Jia-Wei Tang, Zheng-Kang Li, Xin-Qiang Zhang, Jia-Wei Yan, Liang Wang. Recent Progress in the Diagnosis of Staphylococcus in Clinical Settings. 2023https://doi.org/10.5772/intechopen.108524
  5. Fraser Daniel, Delaney Kesterson, Kevin Lei, Catherine Hord, Aarti Patel, Anastasia Kaffenes, Harrshavasan Congivaram, Shaurya Prakash. Application of Microfluidics for Bacterial Identification. Pharmaceuticals 2022, 15 (12) , 1531. https://doi.org/10.3390/ph15121531
  6. Amir Nakar, Annette Wagenhaus, Petra Rösch, Jürgen Popp. Raman spectroscopy for the differentiation of Enterobacteriaceae : a comparison of two methods. The Analyst 2022, 147 (17) , 3938-3946. https://doi.org/10.1039/D2AN00822J
  7. Linbo Wei, Wen Liu, Chengye Zhu, Dongmei Wang, Zhengjun Gong, Meikun Fan. Assessing the effect of different pH maintenance situations on bacterial SERS spectra. Analytical and Bioanalytical Chemistry 2022, 414 (17) , 4977-4985. https://doi.org/10.1007/s00216-022-04125-0
  8. Amir Nakar, Aikaterini Pistiki, Oleg Ryabchykov, Thomas Bocklitz, Petra Rösch, Jürgen Popp. Label‐free differentiation of clinical E. coli and Klebsiella isolates with Raman spectroscopy. Journal of Biophotonics 2022, 15 (7) https://doi.org/10.1002/jbio.202200005
  9. Shuying Yuan, Yanwen Chen, Kaicheng Lin, Lin Zou, Xinrong Lu, Na He, Ruijie Liu, Shaoxing Zhang, Danfeng Shen, Zhenju Song, Chaoyang Tong, Yizhi Song, Wenhong Zhang, Li Chen, Guiqin Sun. Single Cell Raman Spectroscopy Deuterium Isotope Probing for Rapid Antimicrobial Susceptibility Test of Elizabethkingia spp.. Frontiers in Microbiology 2022, 13 https://doi.org/10.3389/fmicb.2022.876925
  10. Daniel Klein, René Breuch, Jessica Reinmüller, Carsten Engelhard, Peter Kaul. Discrimination of Stressed and Non-Stressed Food-Related Bacteria Using Raman-Microspectroscopy. Foods 2022, 11 (10) , 1506. https://doi.org/10.3390/foods11101506
  11. Juan Zhang, Yiping Liu, Hongxiao Li, Shisheng Cao, Xin Li, Huijuan Yin, Ying Li, Xiaoxi Dong, Xu Zhang. Discrimination of periodontal pathogens using Raman spectroscopy combined with machine learning algorithms. Journal of Innovative Optical Health Sciences 2022, 15 (03) https://doi.org/10.1142/S1793545822400016
  12. Georgette Azemtsop Matanfack, Aikaterini Pistiki, Petra Rösch, Jürgen Popp. Raman Stable Isotope Probing of Bacteria in Visible and Deep UV-Ranges. Life 2021, 11 (10) , 1003. https://doi.org/10.3390/life11101003
  13. Cushla McGoverin, Craig Steed, Ayomikun Esan, Julia Robertson, Simon Swift, Frédérique Vanholsbeeck. Optical methods for bacterial detection and characterization. APL Photonics 2021, 6 (8) , 080903. https://doi.org/10.1063/5.0057787
  14. Christina Wichmann, Petra Rösch, Jürgen Popp. Isolation of bacteria from artificial bronchoalveolar lavage fluid using density gradient centrifugation and their accessibility by Raman spectroscopy. Analytical and Bioanalytical Chemistry 2021, 413 (20) , 5193-5200. https://doi.org/10.1007/s00216-021-03488-0
  15. Christina Wichmann, Thomas Bocklitz, Petra Rösch, Jürgen Popp. Bacterial phenotype dependency from CO2 measured by Raman spectroscopy. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 2021, 248 , 119170. https://doi.org/10.1016/j.saa.2020.119170
  16. Ryan S Senger, David Scherr. Resolving complex phenotypes with Raman spectroscopy and chemometrics. Current Opinion in Biotechnology 2020, 66 , 277-282. https://doi.org/10.1016/j.copbio.2020.09.007

Pair your accounts.

Export articles to Mendeley

Get article recommendations from ACS based on references in your Mendeley library.

Pair your accounts.

Export articles to Mendeley

Get article recommendations from ACS based on references in your Mendeley library.

You’ve supercharged your research process with ACS and Mendeley!

STEP 1:
Click to create an ACS ID

Please note: If you switch to a different device, you may be asked to login again with only your ACS ID.

Please note: If you switch to a different device, you may be asked to login again with only your ACS ID.

Please note: If you switch to a different device, you may be asked to login again with only your ACS ID.

MENDELEY PAIRING EXPIRED
Your Mendeley pairing has expired. Please reconnect

This website uses cookies to improve your user experience. By continuing to use the site, you are accepting our use of cookies. Read the ACS privacy policy.

CONTINUE