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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...

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Detalles Bibliográficos
Autores principales: Giedt, Randy J., Koch, Peter D., Weissleder, Ralph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
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.
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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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