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Validation of Normalizations, Scaling, and Photofading Corrections for FRAP Data Analysis
Fluorescence Recovery After Photobleaching (FRAP) has been a versatile tool to study transport and reaction kinetics in live cells. Since the fluorescence data generated by fluorescence microscopy are in a relative scale, a wide variety of scalings and normalizations are used in quantitative FRAP an...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4446327/ https://www.ncbi.nlm.nih.gov/pubmed/26017223 http://dx.doi.org/10.1371/journal.pone.0127966 |
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author | Kang, Minchul Andreani, Manuel Kenworthy, Anne K. |
author_facet | Kang, Minchul Andreani, Manuel Kenworthy, Anne K. |
author_sort | Kang, Minchul |
collection | PubMed |
description | Fluorescence Recovery After Photobleaching (FRAP) has been a versatile tool to study transport and reaction kinetics in live cells. Since the fluorescence data generated by fluorescence microscopy are in a relative scale, a wide variety of scalings and normalizations are used in quantitative FRAP analysis. Scaling and normalization are often required to account for inherent properties of diffusing biomolecules of interest or photochemical properties of the fluorescent tag such as mobile fraction or photofading during image acquisition. In some cases, scaling and normalization are also used for computational simplicity. However, to our best knowledge, the validity of those various forms of scaling and normalization has not been studied in a rigorous manner. In this study, we investigate the validity of various scalings and normalizations that have appeared in the literature to calculate mobile fractions and correct for photofading and assess their consistency with FRAP equations. As a test case, we consider linear or affine scaling of normal or anomalous diffusion FRAP equations in combination with scaling for immobile fractions. We also consider exponential scaling of either FRAP equations or FRAP data to correct for photofading. Using a combination of theoretical and experimental approaches, we show that compatible scaling schemes should be applied in the correct sequential order; otherwise, erroneous results may be obtained. We propose a hierarchical workflow to carry out FRAP data analysis and discuss the broader implications of our findings for FRAP data analysis using a variety of kinetic models. |
format | Online Article Text |
id | pubmed-4446327 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44463272015-06-09 Validation of Normalizations, Scaling, and Photofading Corrections for FRAP Data Analysis Kang, Minchul Andreani, Manuel Kenworthy, Anne K. PLoS One Research Article Fluorescence Recovery After Photobleaching (FRAP) has been a versatile tool to study transport and reaction kinetics in live cells. Since the fluorescence data generated by fluorescence microscopy are in a relative scale, a wide variety of scalings and normalizations are used in quantitative FRAP analysis. Scaling and normalization are often required to account for inherent properties of diffusing biomolecules of interest or photochemical properties of the fluorescent tag such as mobile fraction or photofading during image acquisition. In some cases, scaling and normalization are also used for computational simplicity. However, to our best knowledge, the validity of those various forms of scaling and normalization has not been studied in a rigorous manner. In this study, we investigate the validity of various scalings and normalizations that have appeared in the literature to calculate mobile fractions and correct for photofading and assess their consistency with FRAP equations. As a test case, we consider linear or affine scaling of normal or anomalous diffusion FRAP equations in combination with scaling for immobile fractions. We also consider exponential scaling of either FRAP equations or FRAP data to correct for photofading. Using a combination of theoretical and experimental approaches, we show that compatible scaling schemes should be applied in the correct sequential order; otherwise, erroneous results may be obtained. We propose a hierarchical workflow to carry out FRAP data analysis and discuss the broader implications of our findings for FRAP data analysis using a variety of kinetic models. Public Library of Science 2015-05-27 /pmc/articles/PMC4446327/ /pubmed/26017223 http://dx.doi.org/10.1371/journal.pone.0127966 Text en © 2015 Kang 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 Kang, Minchul Andreani, Manuel Kenworthy, Anne K. Validation of Normalizations, Scaling, and Photofading Corrections for FRAP Data Analysis |
title | Validation of Normalizations, Scaling, and Photofading Corrections for FRAP Data Analysis |
title_full | Validation of Normalizations, Scaling, and Photofading Corrections for FRAP Data Analysis |
title_fullStr | Validation of Normalizations, Scaling, and Photofading Corrections for FRAP Data Analysis |
title_full_unstemmed | Validation of Normalizations, Scaling, and Photofading Corrections for FRAP Data Analysis |
title_short | Validation of Normalizations, Scaling, and Photofading Corrections for FRAP Data Analysis |
title_sort | validation of normalizations, scaling, and photofading corrections for frap data analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4446327/ https://www.ncbi.nlm.nih.gov/pubmed/26017223 http://dx.doi.org/10.1371/journal.pone.0127966 |
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