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Quantifying Multistate Cytoplasmic Molecular Diffusion in Bacterial Cells via Inverse Transform of Confined Displacement Distribution
[Image: see text] Single-molecule tracking (SMT) of fluorescently tagged cytoplasmic proteins can provide valuable information on the underlying biological processes in living cells via subsequent analysis of the displacement distributions; however, the confinement effect originated from the small s...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical
Society
2015
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4645974/ https://www.ncbi.nlm.nih.gov/pubmed/26491971 http://dx.doi.org/10.1021/acs.jpcb.5b08654 |
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author | Chen, Tai-Yen Jung, Won Santiago, Ace George Yang, Feng Krzemiński, Łukasz Chen, Peng |
author_facet | Chen, Tai-Yen Jung, Won Santiago, Ace George Yang, Feng Krzemiński, Łukasz Chen, Peng |
author_sort | Chen, Tai-Yen |
collection | PubMed |
description | [Image: see text] Single-molecule tracking (SMT) of fluorescently tagged cytoplasmic proteins can provide valuable information on the underlying biological processes in living cells via subsequent analysis of the displacement distributions; however, the confinement effect originated from the small size of a bacterial cell skews the protein’s displacement distribution and complicates the quantification of the intrinsic diffusive behaviors. Using the inverse transformation method, we convert the skewed displacement distribution (for both 2D and 3D imaging conditions) back to that in free space for systems containing one or multiple (non)interconverting Brownian diffusion states, from which we can reliably extract the number of diffusion states as well as their intrinsic diffusion coefficients and respective fractional populations. We further demonstrate a successful application to experimental SMT data of a transcription factor in living E. coli cells. This work allows a direct quantitative connection between cytoplasmic SMT data with diffusion theory for analyzing molecular diffusive behavior in live bacteria. |
format | Online Article Text |
id | pubmed-4645974 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | American Chemical
Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-46459742016-10-22 Quantifying Multistate Cytoplasmic Molecular Diffusion in Bacterial Cells via Inverse Transform of Confined Displacement Distribution Chen, Tai-Yen Jung, Won Santiago, Ace George Yang, Feng Krzemiński, Łukasz Chen, Peng J Phys Chem B [Image: see text] Single-molecule tracking (SMT) of fluorescently tagged cytoplasmic proteins can provide valuable information on the underlying biological processes in living cells via subsequent analysis of the displacement distributions; however, the confinement effect originated from the small size of a bacterial cell skews the protein’s displacement distribution and complicates the quantification of the intrinsic diffusive behaviors. Using the inverse transformation method, we convert the skewed displacement distribution (for both 2D and 3D imaging conditions) back to that in free space for systems containing one or multiple (non)interconverting Brownian diffusion states, from which we can reliably extract the number of diffusion states as well as their intrinsic diffusion coefficients and respective fractional populations. We further demonstrate a successful application to experimental SMT data of a transcription factor in living E. coli cells. This work allows a direct quantitative connection between cytoplasmic SMT data with diffusion theory for analyzing molecular diffusive behavior in live bacteria. American Chemical Society 2015-10-22 2015-11-12 /pmc/articles/PMC4645974/ /pubmed/26491971 http://dx.doi.org/10.1021/acs.jpcb.5b08654 Text en Copyright © 2015 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes. |
spellingShingle | Chen, Tai-Yen Jung, Won Santiago, Ace George Yang, Feng Krzemiński, Łukasz Chen, Peng Quantifying Multistate Cytoplasmic Molecular Diffusion in Bacterial Cells via Inverse Transform of Confined Displacement Distribution |
title | Quantifying Multistate Cytoplasmic Molecular Diffusion
in Bacterial Cells via Inverse Transform of Confined Displacement
Distribution |
title_full | Quantifying Multistate Cytoplasmic Molecular Diffusion
in Bacterial Cells via Inverse Transform of Confined Displacement
Distribution |
title_fullStr | Quantifying Multistate Cytoplasmic Molecular Diffusion
in Bacterial Cells via Inverse Transform of Confined Displacement
Distribution |
title_full_unstemmed | Quantifying Multistate Cytoplasmic Molecular Diffusion
in Bacterial Cells via Inverse Transform of Confined Displacement
Distribution |
title_short | Quantifying Multistate Cytoplasmic Molecular Diffusion
in Bacterial Cells via Inverse Transform of Confined Displacement
Distribution |
title_sort | quantifying multistate cytoplasmic molecular diffusion
in bacterial cells via inverse transform of confined displacement
distribution |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4645974/ https://www.ncbi.nlm.nih.gov/pubmed/26491971 http://dx.doi.org/10.1021/acs.jpcb.5b08654 |
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