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Mixture theory modeling for characterizing solute transport in breast tumor tissues
BACKGROUND: Tumor numerical models have been used to quantify solute transport with a single capillary embedded in an infinite tumor expanse, but measurements from different mammalian tumors suggest that a tissue containing a single capillary with an infinite intercapillary distance assumption is no...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6542036/ https://www.ncbi.nlm.nih.gov/pubmed/31160921 http://dx.doi.org/10.1186/s13036-019-0178-z |
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author | Chakraborty, Sreyashi Ozkan, Alican Rylander, Marissa Nichole Woodward, Wendy A. Vlachos, Pavlos |
author_facet | Chakraborty, Sreyashi Ozkan, Alican Rylander, Marissa Nichole Woodward, Wendy A. Vlachos, Pavlos |
author_sort | Chakraborty, Sreyashi |
collection | PubMed |
description | BACKGROUND: Tumor numerical models have been used to quantify solute transport with a single capillary embedded in an infinite tumor expanse, but measurements from different mammalian tumors suggest that a tissue containing a single capillary with an infinite intercapillary distance assumption is not physiological. The present study aims to investigate the limits of the intercapillary distance within which nanoparticle transport resembles solute extravasation in a breast tumor model as a function of the solute size, the intercapillary separation, and the flow direction in microvessels. METHODS: Solute transport is modeled in a breast tumor for different vascular configurations using mixture theory. A comparison of a single capillary configuration (SBC) with two parallel cylindrical blood vessels (2 BC) and a lymph vessel parallel to a blood vessel (BC_LC) embedded in the tissue cylinder is performed for five solute molecular weights between 0.1 kDa and 70 kDa. The effects of counter flow (CN) versus co-current flow (CO) on the solute accumulation were also investigated and the scaling of solute accumulation-decay time and concentration was explored. RESULTS: We found that the presence of a second capillary reduces the extravascular concentration compared to a single capillary and this reduction is enhanced by the presence of a lymph vessel. Varying the intercapillary distance with respect to vessel diameter shows a deviation of 10–30% concentration for 2 BC and 45–60% concentration for BC_LC configuration compared to the reference SBC configuration. Finally, we introduce a non-dimensional time scale that captures the concentration as a function of the transport and geometric parameters. We find that the peak solute concentration in the tissue space occurs at a non-dimensional time, [Formula: see text] = 0.027 ± 0.018, irrespective of the solute size, tissue architecture, and microvessel flow direction. CONCLUSIONS: This work suggests that the knowledge of such a unique non-dimensional time would allow estimation of the time window at which solute concentration in tissue peaks. Hence this can aid in the design of future therapeutic efficacy studies as an example for triggering drug release or laser excitation in the case of photothermal therapies. |
format | Online Article Text |
id | pubmed-6542036 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-65420362019-06-03 Mixture theory modeling for characterizing solute transport in breast tumor tissues Chakraborty, Sreyashi Ozkan, Alican Rylander, Marissa Nichole Woodward, Wendy A. Vlachos, Pavlos J Biol Eng Research BACKGROUND: Tumor numerical models have been used to quantify solute transport with a single capillary embedded in an infinite tumor expanse, but measurements from different mammalian tumors suggest that a tissue containing a single capillary with an infinite intercapillary distance assumption is not physiological. The present study aims to investigate the limits of the intercapillary distance within which nanoparticle transport resembles solute extravasation in a breast tumor model as a function of the solute size, the intercapillary separation, and the flow direction in microvessels. METHODS: Solute transport is modeled in a breast tumor for different vascular configurations using mixture theory. A comparison of a single capillary configuration (SBC) with two parallel cylindrical blood vessels (2 BC) and a lymph vessel parallel to a blood vessel (BC_LC) embedded in the tissue cylinder is performed for five solute molecular weights between 0.1 kDa and 70 kDa. The effects of counter flow (CN) versus co-current flow (CO) on the solute accumulation were also investigated and the scaling of solute accumulation-decay time and concentration was explored. RESULTS: We found that the presence of a second capillary reduces the extravascular concentration compared to a single capillary and this reduction is enhanced by the presence of a lymph vessel. Varying the intercapillary distance with respect to vessel diameter shows a deviation of 10–30% concentration for 2 BC and 45–60% concentration for BC_LC configuration compared to the reference SBC configuration. Finally, we introduce a non-dimensional time scale that captures the concentration as a function of the transport and geometric parameters. We find that the peak solute concentration in the tissue space occurs at a non-dimensional time, [Formula: see text] = 0.027 ± 0.018, irrespective of the solute size, tissue architecture, and microvessel flow direction. CONCLUSIONS: This work suggests that the knowledge of such a unique non-dimensional time would allow estimation of the time window at which solute concentration in tissue peaks. Hence this can aid in the design of future therapeutic efficacy studies as an example for triggering drug release or laser excitation in the case of photothermal therapies. BioMed Central 2019-05-29 /pmc/articles/PMC6542036/ /pubmed/31160921 http://dx.doi.org/10.1186/s13036-019-0178-z Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Chakraborty, Sreyashi Ozkan, Alican Rylander, Marissa Nichole Woodward, Wendy A. Vlachos, Pavlos Mixture theory modeling for characterizing solute transport in breast tumor tissues |
title | Mixture theory modeling for characterizing solute transport in breast tumor tissues |
title_full | Mixture theory modeling for characterizing solute transport in breast tumor tissues |
title_fullStr | Mixture theory modeling for characterizing solute transport in breast tumor tissues |
title_full_unstemmed | Mixture theory modeling for characterizing solute transport in breast tumor tissues |
title_short | Mixture theory modeling for characterizing solute transport in breast tumor tissues |
title_sort | mixture theory modeling for characterizing solute transport in breast tumor tissues |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6542036/ https://www.ncbi.nlm.nih.gov/pubmed/31160921 http://dx.doi.org/10.1186/s13036-019-0178-z |
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