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Single Cell Analysis of Drug Distribution by Intravital Imaging
Recent advances in the field of intravital imaging have for the first time allowed us to conduct pharmacokinetic and pharmacodynamic studies at the single cell level in live animal models. Due to these advances, there is now a critical need for automated analysis of pharmacokinetic data. To address...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3622689/ https://www.ncbi.nlm.nih.gov/pubmed/23593370 http://dx.doi.org/10.1371/journal.pone.0060988 |
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author | Giedt, Randy J. Koch, Peter D. Weissleder, Ralph |
author_facet | Giedt, Randy J. Koch, Peter D. Weissleder, Ralph |
author_sort | Giedt, Randy J. |
collection | PubMed |
description | Recent advances in the field of intravital imaging have for the first time allowed us to conduct pharmacokinetic and pharmacodynamic studies at the single cell level in live animal models. Due to these advances, there is now a critical need for automated analysis of pharmacokinetic data. To address this, we began by surveying common thresholding methods to determine which would be most appropriate for identifying fluorescently labeled drugs in intravital imaging. We then developed a segmentation algorithm that allows semi-automated analysis of pharmacokinetic data at the single cell level. Ultimately, we were able to show that drug concentrations can indeed be extracted from serial intravital imaging in an automated fashion. We believe that the application of this algorithm will be of value to the analysis of intravital microscopy imaging particularly when imaging drug action at the single cell level. |
format | Online Article Text |
id | pubmed-3622689 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-36226892013-04-16 Single Cell Analysis of Drug Distribution by Intravital Imaging Giedt, Randy J. Koch, Peter D. Weissleder, Ralph PLoS One Research Article Recent advances in the field of intravital imaging have for the first time allowed us to conduct pharmacokinetic and pharmacodynamic studies at the single cell level in live animal models. Due to these advances, there is now a critical need for automated analysis of pharmacokinetic data. To address this, we began by surveying common thresholding methods to determine which would be most appropriate for identifying fluorescently labeled drugs in intravital imaging. We then developed a segmentation algorithm that allows semi-automated analysis of pharmacokinetic data at the single cell level. Ultimately, we were able to show that drug concentrations can indeed be extracted from serial intravital imaging in an automated fashion. We believe that the application of this algorithm will be of value to the analysis of intravital microscopy imaging particularly when imaging drug action at the single cell level. Public Library of Science 2013-04-10 /pmc/articles/PMC3622689/ /pubmed/23593370 http://dx.doi.org/10.1371/journal.pone.0060988 Text en © 2013 Giedt et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Giedt, Randy J. Koch, Peter D. Weissleder, Ralph Single Cell Analysis of Drug Distribution by Intravital Imaging |
title | Single Cell Analysis of Drug Distribution by Intravital Imaging |
title_full | Single Cell Analysis of Drug Distribution by Intravital Imaging |
title_fullStr | Single Cell Analysis of Drug Distribution by Intravital Imaging |
title_full_unstemmed | Single Cell Analysis of Drug Distribution by Intravital Imaging |
title_short | Single Cell Analysis of Drug Distribution by Intravital Imaging |
title_sort | single cell analysis of drug distribution by intravital imaging |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3622689/ https://www.ncbi.nlm.nih.gov/pubmed/23593370 http://dx.doi.org/10.1371/journal.pone.0060988 |
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