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Statistical Modeling of Single Target Cell Encapsulation
High throughput drop-on-demand systems for separation and encapsulation of individual target cells from heterogeneous mixtures of multiple cell types is an emerging method in biotechnology that has broad applications in tissue engineering and regenerative medicine, genomics, and cryobiology. However...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3140975/ https://www.ncbi.nlm.nih.gov/pubmed/21814548 http://dx.doi.org/10.1371/journal.pone.0021580 |
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author | Moon, SangJun Ceyhan, Elvan Gurkan, Umut Atakan Demirci, Utkan |
author_facet | Moon, SangJun Ceyhan, Elvan Gurkan, Umut Atakan Demirci, Utkan |
author_sort | Moon, SangJun |
collection | PubMed |
description | High throughput drop-on-demand systems for separation and encapsulation of individual target cells from heterogeneous mixtures of multiple cell types is an emerging method in biotechnology that has broad applications in tissue engineering and regenerative medicine, genomics, and cryobiology. However, cell encapsulation in droplets is a random process that is hard to control. Statistical models can provide an understanding of the underlying processes and estimation of the relevant parameters, and enable reliable and repeatable control over the encapsulation of cells in droplets during the isolation process with high confidence level. We have modeled and experimentally verified a microdroplet-based cell encapsulation process for various combinations of cell loading and target cell concentrations. Here, we explain theoretically and validate experimentally a model to isolate and pattern single target cells from heterogeneous mixtures without using complex peripheral systems. |
format | Online Article Text |
id | pubmed-3140975 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-31409752011-08-03 Statistical Modeling of Single Target Cell Encapsulation Moon, SangJun Ceyhan, Elvan Gurkan, Umut Atakan Demirci, Utkan PLoS One Research Article High throughput drop-on-demand systems for separation and encapsulation of individual target cells from heterogeneous mixtures of multiple cell types is an emerging method in biotechnology that has broad applications in tissue engineering and regenerative medicine, genomics, and cryobiology. However, cell encapsulation in droplets is a random process that is hard to control. Statistical models can provide an understanding of the underlying processes and estimation of the relevant parameters, and enable reliable and repeatable control over the encapsulation of cells in droplets during the isolation process with high confidence level. We have modeled and experimentally verified a microdroplet-based cell encapsulation process for various combinations of cell loading and target cell concentrations. Here, we explain theoretically and validate experimentally a model to isolate and pattern single target cells from heterogeneous mixtures without using complex peripheral systems. Public Library of Science 2011-07-21 /pmc/articles/PMC3140975/ /pubmed/21814548 http://dx.doi.org/10.1371/journal.pone.0021580 Text en Moon 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 Moon, SangJun Ceyhan, Elvan Gurkan, Umut Atakan Demirci, Utkan Statistical Modeling of Single Target Cell Encapsulation |
title | Statistical Modeling of Single Target Cell Encapsulation |
title_full | Statistical Modeling of Single Target Cell Encapsulation |
title_fullStr | Statistical Modeling of Single Target Cell Encapsulation |
title_full_unstemmed | Statistical Modeling of Single Target Cell Encapsulation |
title_short | Statistical Modeling of Single Target Cell Encapsulation |
title_sort | statistical modeling of single target cell encapsulation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3140975/ https://www.ncbi.nlm.nih.gov/pubmed/21814548 http://dx.doi.org/10.1371/journal.pone.0021580 |
work_keys_str_mv | AT moonsangjun statisticalmodelingofsingletargetcellencapsulation AT ceyhanelvan statisticalmodelingofsingletargetcellencapsulation AT gurkanumutatakan statisticalmodelingofsingletargetcellencapsulation AT demirciutkan statisticalmodelingofsingletargetcellencapsulation |