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Visualization Method for the Cell-Level Vesicle Transport Using Optical Flow and a Diverging Colormap
Elucidation of cell-level transport mediated by vesicles within a living cell provides key information regarding viral infection processes and also drug delivery mechanisms. Although the single-particle tracking method has enabled clear analysis of individual vesicle trajectories, information regard...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7828387/ https://www.ncbi.nlm.nih.gov/pubmed/33450927 http://dx.doi.org/10.3390/s21020522 |
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author | Lee, Seohyun Kim, Hyuno Higuchi, Hideo Ishikawa, Masatoshi |
author_facet | Lee, Seohyun Kim, Hyuno Higuchi, Hideo Ishikawa, Masatoshi |
author_sort | Lee, Seohyun |
collection | PubMed |
description | Elucidation of cell-level transport mediated by vesicles within a living cell provides key information regarding viral infection processes and also drug delivery mechanisms. Although the single-particle tracking method has enabled clear analysis of individual vesicle trajectories, information regarding the entire cell-level intracellular transport is hardly obtainable, due to the difficulty in collecting a large dataset with current methods. In this paper, we propose a visualization method of vesicle transport using optical flow, based on geometric cell center estimation and vector analysis, for measuring the trafficking directions. As a quantitative visualization method for determining the intracellular transport status, the proposed method is expected to be universally exploited in various biomedical cell image analyses. |
format | Online Article Text |
id | pubmed-7828387 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-78283872021-01-25 Visualization Method for the Cell-Level Vesicle Transport Using Optical Flow and a Diverging Colormap Lee, Seohyun Kim, Hyuno Higuchi, Hideo Ishikawa, Masatoshi Sensors (Basel) Article Elucidation of cell-level transport mediated by vesicles within a living cell provides key information regarding viral infection processes and also drug delivery mechanisms. Although the single-particle tracking method has enabled clear analysis of individual vesicle trajectories, information regarding the entire cell-level intracellular transport is hardly obtainable, due to the difficulty in collecting a large dataset with current methods. In this paper, we propose a visualization method of vesicle transport using optical flow, based on geometric cell center estimation and vector analysis, for measuring the trafficking directions. As a quantitative visualization method for determining the intracellular transport status, the proposed method is expected to be universally exploited in various biomedical cell image analyses. MDPI 2021-01-13 /pmc/articles/PMC7828387/ /pubmed/33450927 http://dx.doi.org/10.3390/s21020522 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lee, Seohyun Kim, Hyuno Higuchi, Hideo Ishikawa, Masatoshi Visualization Method for the Cell-Level Vesicle Transport Using Optical Flow and a Diverging Colormap |
title | Visualization Method for the Cell-Level Vesicle Transport Using Optical Flow and a Diverging Colormap |
title_full | Visualization Method for the Cell-Level Vesicle Transport Using Optical Flow and a Diverging Colormap |
title_fullStr | Visualization Method for the Cell-Level Vesicle Transport Using Optical Flow and a Diverging Colormap |
title_full_unstemmed | Visualization Method for the Cell-Level Vesicle Transport Using Optical Flow and a Diverging Colormap |
title_short | Visualization Method for the Cell-Level Vesicle Transport Using Optical Flow and a Diverging Colormap |
title_sort | visualization method for the cell-level vesicle transport using optical flow and a diverging colormap |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7828387/ https://www.ncbi.nlm.nih.gov/pubmed/33450927 http://dx.doi.org/10.3390/s21020522 |
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