Enhanced oral bacterial discrimination by using Mueller matrix polarimetry

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Authors

  • Gaurav Sharma
  • Katharina Doll-Nikutta
  • Hanna Thoms
  • Maria Leilani Torres
  • Bernhard Roth

External Research Organisations

  • Hannover Medical School (MHH)
  • NIFE - Lower Saxony Centre for Biomedical Engineering, Implant Research and Development
View graph of relations

Details

Original languageEnglish
Title of host publicationPolarized Light and Optical Angular Momentum for Biomedical Diagnostics 2025
EditorsJessica C. Ramella-Roman, Hui Ma, Tatiana Novikova, Daniel S. Elson, I. Alex Vitkin
PublisherSPIE
Number of pages13
ISBN (electronic)9781510683921
Publication statusPublished - 19 Mar 2025
EventSPIE Photonics West BiOS 2025 - San Francisco, United States
Duration: 25 Jan 202531 Jan 2025

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume13322
ISSN (Print)1605-7422

Abstract

We introduce a pioneering study where an optical method, Mueller matrix polarimetry, was used for the detection and distinction of bacteria biofilms, which are the main cause of implant-associated infections. However, bacteria identification so far can only be done using time-consuming molecular biological methods. The physiological form and growth of the bacterial microstructures form the basis of their polarimetric response signal. We investigated several bacterial species (Streptococcus oralis, Staphylococcus aureus, Streptococcus mutans, Staphylococcus epidermidis, and Porphyromonas gingivalis) grown on titanium discs, a common implant material, in a reflection mode polarimetry setup. Therefore, unlike previous studies where bacterial colonies were grown on agar plates, we grew bacteria in their clinical morphology and analysed them directly on the surface of interest. The usage of titanium medium for bacterial growth gives insights on implant longevity and performance, surface texture modifications and infection prevention strategies. From Mueller matrix element analysis, we could qualitatively distinguish the different biofilms. For a more comprehensive characterization, we also analysed bacterial monolayers to understand the polarization signal dependence on the bacterial species, and reduce confounding factors. The statistical method applied is presented, as well as typical example results through box plots and frequency distribution histograms. From Lu-Chipman decomposition parameters such as retardation, polarizance, diattenuation, and depolarization, additional distinctions were calculated for each of the species. We present decomposition imaging for each species investigated. With the results obtained, our approach has a very high potential for fast and non-destructive investigation for implant infection detection.

Keywords

    biofilms, Mueller matrix, oral Bacteria, Polarimetry, state of polarization

ASJC Scopus subject areas

Cite this

Enhanced oral bacterial discrimination by using Mueller matrix polarimetry. / Sharma, Gaurav; Doll-Nikutta, Katharina; Thoms, Hanna et al.
Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2025. ed. / Jessica C. Ramella-Roman; Hui Ma; Tatiana Novikova; Daniel S. Elson; I. Alex Vitkin. SPIE, 2025. 1332205 (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 13322).

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Sharma, G, Doll-Nikutta, K, Thoms, H, Torres, ML & Roth, B 2025, Enhanced oral bacterial discrimination by using Mueller matrix polarimetry. in JC Ramella-Roman, H Ma, T Novikova, DS Elson & IA Vitkin (eds), Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2025., 1332205, Progress in Biomedical Optics and Imaging - Proceedings of SPIE, vol. 13322, SPIE, SPIE Photonics West BiOS 2025, San Francisco, California, United States, 25 Jan 2025. https://doi.org/10.1117/12.3041861
Sharma, G., Doll-Nikutta, K., Thoms, H., Torres, M. L., & Roth, B. (2025). Enhanced oral bacterial discrimination by using Mueller matrix polarimetry. In J. C. Ramella-Roman, H. Ma, T. Novikova, D. S. Elson, & I. A. Vitkin (Eds.), Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2025 Article 1332205 (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 13322). SPIE. https://doi.org/10.1117/12.3041861
Sharma G, Doll-Nikutta K, Thoms H, Torres ML, Roth B. Enhanced oral bacterial discrimination by using Mueller matrix polarimetry. In Ramella-Roman JC, Ma H, Novikova T, Elson DS, Vitkin IA, editors, Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2025. SPIE. 2025. 1332205. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE). doi: 10.1117/12.3041861
Sharma, Gaurav ; Doll-Nikutta, Katharina ; Thoms, Hanna et al. / Enhanced oral bacterial discrimination by using Mueller matrix polarimetry. Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2025. editor / Jessica C. Ramella-Roman ; Hui Ma ; Tatiana Novikova ; Daniel S. Elson ; I. Alex Vitkin. SPIE, 2025. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE).
Download
@inproceedings{991c37eafa484cb2a7b239a5844bbc00,
title = "Enhanced oral bacterial discrimination by using Mueller matrix polarimetry",
abstract = "We introduce a pioneering study where an optical method, Mueller matrix polarimetry, was used for the detection and distinction of bacteria biofilms, which are the main cause of implant-associated infections. However, bacteria identification so far can only be done using time-consuming molecular biological methods. The physiological form and growth of the bacterial microstructures form the basis of their polarimetric response signal. We investigated several bacterial species (Streptococcus oralis, Staphylococcus aureus, Streptococcus mutans, Staphylococcus epidermidis, and Porphyromonas gingivalis) grown on titanium discs, a common implant material, in a reflection mode polarimetry setup. Therefore, unlike previous studies where bacterial colonies were grown on agar plates, we grew bacteria in their clinical morphology and analysed them directly on the surface of interest. The usage of titanium medium for bacterial growth gives insights on implant longevity and performance, surface texture modifications and infection prevention strategies. From Mueller matrix element analysis, we could qualitatively distinguish the different biofilms. For a more comprehensive characterization, we also analysed bacterial monolayers to understand the polarization signal dependence on the bacterial species, and reduce confounding factors. The statistical method applied is presented, as well as typical example results through box plots and frequency distribution histograms. From Lu-Chipman decomposition parameters such as retardation, polarizance, diattenuation, and depolarization, additional distinctions were calculated for each of the species. We present decomposition imaging for each species investigated. With the results obtained, our approach has a very high potential for fast and non-destructive investigation for implant infection detection.",
keywords = "biofilms, Mueller matrix, oral Bacteria, Polarimetry, state of polarization",
author = "Gaurav Sharma and Katharina Doll-Nikutta and Hanna Thoms and Torres, {Maria Leilani} and Bernhard Roth",
note = "Publisher Copyright: {\textcopyright} 2025 SPIE; SPIE Photonics West BiOS 2025, BiOS 2025 ; Conference date: 25-01-2025 Through 31-01-2025",
year = "2025",
month = mar,
day = "19",
doi = "10.1117/12.3041861",
language = "English",
series = "Progress in Biomedical Optics and Imaging - Proceedings of SPIE",
publisher = "SPIE",
editor = "Ramella-Roman, {Jessica C.} and Hui Ma and Tatiana Novikova and Elson, {Daniel S.} and Vitkin, {I. Alex}",
booktitle = "Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2025",
address = "United States",

}

Download

TY - GEN

T1 - Enhanced oral bacterial discrimination by using Mueller matrix polarimetry

AU - Sharma, Gaurav

AU - Doll-Nikutta, Katharina

AU - Thoms, Hanna

AU - Torres, Maria Leilani

AU - Roth, Bernhard

N1 - Publisher Copyright: © 2025 SPIE

PY - 2025/3/19

Y1 - 2025/3/19

N2 - We introduce a pioneering study where an optical method, Mueller matrix polarimetry, was used for the detection and distinction of bacteria biofilms, which are the main cause of implant-associated infections. However, bacteria identification so far can only be done using time-consuming molecular biological methods. The physiological form and growth of the bacterial microstructures form the basis of their polarimetric response signal. We investigated several bacterial species (Streptococcus oralis, Staphylococcus aureus, Streptococcus mutans, Staphylococcus epidermidis, and Porphyromonas gingivalis) grown on titanium discs, a common implant material, in a reflection mode polarimetry setup. Therefore, unlike previous studies where bacterial colonies were grown on agar plates, we grew bacteria in their clinical morphology and analysed them directly on the surface of interest. The usage of titanium medium for bacterial growth gives insights on implant longevity and performance, surface texture modifications and infection prevention strategies. From Mueller matrix element analysis, we could qualitatively distinguish the different biofilms. For a more comprehensive characterization, we also analysed bacterial monolayers to understand the polarization signal dependence on the bacterial species, and reduce confounding factors. The statistical method applied is presented, as well as typical example results through box plots and frequency distribution histograms. From Lu-Chipman decomposition parameters such as retardation, polarizance, diattenuation, and depolarization, additional distinctions were calculated for each of the species. We present decomposition imaging for each species investigated. With the results obtained, our approach has a very high potential for fast and non-destructive investigation for implant infection detection.

AB - We introduce a pioneering study where an optical method, Mueller matrix polarimetry, was used for the detection and distinction of bacteria biofilms, which are the main cause of implant-associated infections. However, bacteria identification so far can only be done using time-consuming molecular biological methods. The physiological form and growth of the bacterial microstructures form the basis of their polarimetric response signal. We investigated several bacterial species (Streptococcus oralis, Staphylococcus aureus, Streptococcus mutans, Staphylococcus epidermidis, and Porphyromonas gingivalis) grown on titanium discs, a common implant material, in a reflection mode polarimetry setup. Therefore, unlike previous studies where bacterial colonies were grown on agar plates, we grew bacteria in their clinical morphology and analysed them directly on the surface of interest. The usage of titanium medium for bacterial growth gives insights on implant longevity and performance, surface texture modifications and infection prevention strategies. From Mueller matrix element analysis, we could qualitatively distinguish the different biofilms. For a more comprehensive characterization, we also analysed bacterial monolayers to understand the polarization signal dependence on the bacterial species, and reduce confounding factors. The statistical method applied is presented, as well as typical example results through box plots and frequency distribution histograms. From Lu-Chipman decomposition parameters such as retardation, polarizance, diattenuation, and depolarization, additional distinctions were calculated for each of the species. We present decomposition imaging for each species investigated. With the results obtained, our approach has a very high potential for fast and non-destructive investigation for implant infection detection.

KW - biofilms

KW - Mueller matrix

KW - oral Bacteria

KW - Polarimetry

KW - state of polarization

UR - http://www.scopus.com/inward/record.url?scp=105002342253&partnerID=8YFLogxK

U2 - 10.1117/12.3041861

DO - 10.1117/12.3041861

M3 - Conference contribution

AN - SCOPUS:105002342253

T3 - Progress in Biomedical Optics and Imaging - Proceedings of SPIE

BT - Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2025

A2 - Ramella-Roman, Jessica C.

A2 - Ma, Hui

A2 - Novikova, Tatiana

A2 - Elson, Daniel S.

A2 - Vitkin, I. Alex

PB - SPIE

T2 - SPIE Photonics West BiOS 2025

Y2 - 25 January 2025 through 31 January 2025

ER -

By the same author(s)