Cargando…

Detection and Discrimination of Bacterial Colonies with Mueller Matrix Imaging

The polarization imaging technique is a powerful approach to probe microstructural and optical information of biological structures (e.g., tissue samples). Here, we have studied the polarization properties of different bacterial colonies in order to evaluate the possibility of bacterial detection an...

Descripción completa

Detalles Bibliográficos
Autores principales: Badieyan, Saeedesadat, Dilmaghani-Marand, Arezou, Hajipour, Mohammad Javad, Ameri, Ali, Razzaghi, Mohammad Reza, Rafii-Tabar, Hashem, Mahmoudi, Morteza, Sasanpour, Pezhman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6050273/
https://www.ncbi.nlm.nih.gov/pubmed/30018335
http://dx.doi.org/10.1038/s41598-018-29059-5
_version_ 1783340298618798080
author Badieyan, Saeedesadat
Dilmaghani-Marand, Arezou
Hajipour, Mohammad Javad
Ameri, Ali
Razzaghi, Mohammad Reza
Rafii-Tabar, Hashem
Mahmoudi, Morteza
Sasanpour, Pezhman
author_facet Badieyan, Saeedesadat
Dilmaghani-Marand, Arezou
Hajipour, Mohammad Javad
Ameri, Ali
Razzaghi, Mohammad Reza
Rafii-Tabar, Hashem
Mahmoudi, Morteza
Sasanpour, Pezhman
author_sort Badieyan, Saeedesadat
collection PubMed
description The polarization imaging technique is a powerful approach to probe microstructural and optical information of biological structures (e.g., tissue samples). Here, we have studied the polarization properties of different bacterial colonies in order to evaluate the possibility of bacterial detection and discrimination. In this regard, we have taken the backscattering Mueller matrix images of four different bacteria colonies (i.e., Escherichia coli, Lactobacillus rhamnosus, Rhodococcus erythropolis, and Staphylococcus aureus). Although the images have the potential to distinguish qualitatively different bacterial colonies, we explored more accurate and quantitative parameters criteria for discrimination of bacterial samples; more specifically, we have exploited the Mueller matrix polar decomposition (MMPD),frequency distribution histogram (FDH), and central moment analysis method. The outcomes demonstrated a superior capacity of Mueller matrix imaging, MMPD, and FDH in bacterial colonies identification and discrimination. This approach might pave the way for a reliable, efficient, and cheap way of identification of infectious diseases.
format Online
Article
Text
id pubmed-6050273
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-60502732018-07-19 Detection and Discrimination of Bacterial Colonies with Mueller Matrix Imaging Badieyan, Saeedesadat Dilmaghani-Marand, Arezou Hajipour, Mohammad Javad Ameri, Ali Razzaghi, Mohammad Reza Rafii-Tabar, Hashem Mahmoudi, Morteza Sasanpour, Pezhman Sci Rep Article The polarization imaging technique is a powerful approach to probe microstructural and optical information of biological structures (e.g., tissue samples). Here, we have studied the polarization properties of different bacterial colonies in order to evaluate the possibility of bacterial detection and discrimination. In this regard, we have taken the backscattering Mueller matrix images of four different bacteria colonies (i.e., Escherichia coli, Lactobacillus rhamnosus, Rhodococcus erythropolis, and Staphylococcus aureus). Although the images have the potential to distinguish qualitatively different bacterial colonies, we explored more accurate and quantitative parameters criteria for discrimination of bacterial samples; more specifically, we have exploited the Mueller matrix polar decomposition (MMPD),frequency distribution histogram (FDH), and central moment analysis method. The outcomes demonstrated a superior capacity of Mueller matrix imaging, MMPD, and FDH in bacterial colonies identification and discrimination. This approach might pave the way for a reliable, efficient, and cheap way of identification of infectious diseases. Nature Publishing Group UK 2018-07-17 /pmc/articles/PMC6050273/ /pubmed/30018335 http://dx.doi.org/10.1038/s41598-018-29059-5 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Badieyan, Saeedesadat
Dilmaghani-Marand, Arezou
Hajipour, Mohammad Javad
Ameri, Ali
Razzaghi, Mohammad Reza
Rafii-Tabar, Hashem
Mahmoudi, Morteza
Sasanpour, Pezhman
Detection and Discrimination of Bacterial Colonies with Mueller Matrix Imaging
title Detection and Discrimination of Bacterial Colonies with Mueller Matrix Imaging
title_full Detection and Discrimination of Bacterial Colonies with Mueller Matrix Imaging
title_fullStr Detection and Discrimination of Bacterial Colonies with Mueller Matrix Imaging
title_full_unstemmed Detection and Discrimination of Bacterial Colonies with Mueller Matrix Imaging
title_short Detection and Discrimination of Bacterial Colonies with Mueller Matrix Imaging
title_sort detection and discrimination of bacterial colonies with mueller matrix imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6050273/
https://www.ncbi.nlm.nih.gov/pubmed/30018335
http://dx.doi.org/10.1038/s41598-018-29059-5
work_keys_str_mv AT badieyansaeedesadat detectionanddiscriminationofbacterialcolonieswithmuellermatriximaging
AT dilmaghanimarandarezou detectionanddiscriminationofbacterialcolonieswithmuellermatriximaging
AT hajipourmohammadjavad detectionanddiscriminationofbacterialcolonieswithmuellermatriximaging
AT ameriali detectionanddiscriminationofbacterialcolonieswithmuellermatriximaging
AT razzaghimohammadreza detectionanddiscriminationofbacterialcolonieswithmuellermatriximaging
AT rafiitabarhashem detectionanddiscriminationofbacterialcolonieswithmuellermatriximaging
AT mahmoudimorteza detectionanddiscriminationofbacterialcolonieswithmuellermatriximaging
AT sasanpourpezhman detectionanddiscriminationofbacterialcolonieswithmuellermatriximaging