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TOOLS AND TECHNIQUES
Simultaneous quantification of actin monomer and filament dynamics with modeling-assisted analysis of photoactivation
Maryna Kapustina, Tracy-Ann Read, Eric A. Vitriol
Journal of Cell Science 2016 129: 4633-4643; doi: 10.1242/jcs.194670
Maryna Kapustina
1Department of Cell Biology and Physiology, School of Medicine, University of North Carolina, Chapel Hill, NC 27599, USA
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  • For correspondence: mkapust@med.unc.edu evitriol@ufl.edu
Tracy-Ann Read
2Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL 32610, USA
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Eric A. Vitriol
2Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL 32610, USA
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  • ORCID record for Eric A. Vitriol
  • For correspondence: mkapust@med.unc.edu evitriol@ufl.edu
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  • Fig. 1.
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    Fig. 1.

    Schematic of MAAP. Actin is photoactivated in live cells in a 2-μm circular region (red circle) 20 μm from the leading edge (upper left). Scale bar: 10 μm. This generates a fluorescence decay curve (bottom left). We also simulate actin photoactivation using Virtual Cell (upper right). Shown are a three-dimensional image of the cell geometry used for modeling and a two-dimensional side view. The photoactivated area is highlighted in red. To expedite computation, modeling was performed in a half-cell geometry. Scale bar: 5 μm. The right-hand panels in this section show images of a simulated PA-GFP–actin experiment. The model is used to generate a library of simulations that represent potential outcomes of photoactivation experiments (bottom right). Experimental data is then matched with the best-fit computational data by determining the match that has the lowest root-mean-square deviation (bottom center).

  • Fig. 2.
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    Fig. 2.

    MAAP of PA-GFP–actin fluorescence decay curves allows for accurate, simultaneous calculation of the G-actin:F-actin ratio and F-actin disassembly rates. (A) Simulated data for PA-GFP–actin showing the effect that changing the local G-actin:F-actin (G:F) ratio has on the fluorescence decay curves. All data was simulated with an F-actin depolymerization rate (Depol. rate) of 0.06/s. (B) Simulated data for PA-GFP–actin showing the effect that changing the depolymerization rate has on the fluorescence decay curves. All data was simulated with a G:F ratio of 1:1. (C) A data set of 105 PA-GFP–actin fluorescence decay curves and their mean (red). (D) Examples of individual curves (blue) from E matched with the simulated data with the combination of G:F ratio and depolymerization rate that gave the best fit (red). (E) Representative photoactivation images from live cells that were pre-treated with DMSO or 100 nM Jasplakinolide for 15 min. (F) Mean decay curves for DMSO (n=40) and Jasplakinolide-treated (n=20) data sets. Error bars are 95% confidence intervals. (G) Box-and-whisker plot showing the distribution of calculated depolymerization rates from individual experiments. (H) Box-and-whisker plot showing the distribution of calculated G:F ratios from individual experiments. Box-and-whisker plots denote the 95th (top whisker), 75th (top edge of box), 25th (bottom edge of box) and 5th (bottom whisker) percentiles, and the median (bold line in box). P-values are from a two-tailed Student's t-test.

  • Fig. 3.
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    Fig. 3.

    Accuracy of MAAP fitting of experimental data. Line graphs showing the nine closest MAAP fits to a single experiment. The fit in the middle, outlined in red, is the one chosen by MAAP because it had the lowest root-mean-square deviation (RMSD).

  • Fig. 4.
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    Fig. 4.

    The significance of cellular geometry in analyzing photoactivation data. (A) A round cell geometry similar to the one used for MAAP of CAD cells (shown in Fig. 1) except that it is 7 μm tall and has a 15 μm radius. (B) A line graph showing the results of simulations from a diffusion-only version of MAAP in two different round cell geometries (shown in Fig. 1 and Fig. 3A) using two different diffusion rates (annotated D). (C) An amoeboid cell geometry with several long, narrow projections extending from the cell body. The region that was photoactivated in the simulations is shown in red. (D) A line graph showing the results of simulations from a diffusion-only version of MAAP using either the round cell geometry (round) or the geometry containing long thin projections (projection) (shown in Fig. 1 and Fig. 3C) using three different diffusion rates (annotated D). (E) Simulated actin photoactivation in the rounded cell geometry. (F) Simulated actin photoactivation within the geometry of a long narrow projection. A close up of the region outlined in red in the middle panel is shown in the images on the left. For E and F, the concentration of photoactivated actin (PA-actin) is color coded according the scale bars underneath the image. (G) Results of simulations from round and projection geometries (shown in Fig. 1 and Fig. 3C) using the parameters listed above the graph. G-actin:F-actin ratio, G:F ratio; depolymerization rate, Depol. rate.

  • Fig. 5.
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    Fig. 5.

    MAAP analyses of β- and γ-actin dynamics. (A) Representative photoactivation images from cells expressing either PA-GFP–β-actin or PA-GFP–γ-actin. (B) Mean fluorescence decay curves for PA-GFP–β-actin (n=92) and PA-GFP–γ-actin (n=105). Error bars are 95% confidence intervals. (C) Box-and-whisker plots showing the distribution of calculated depolymerization rates for PA-GFP–β-actin and PA-GFP–γ-actin from individual experiments. (D) Box-and-whisker plots showing the distribution of the calculated G-actin:F-actin (G:F) ratios of PA-GFP–β-actin and PA-GFP–γ-actin from individual experiments. (E) Scatter plot showing calculated depolymerization rates and G:F ratios from individual experiments. Linear fits of the data and Pearson product-moment correlation coefficients are shown in the same color as the corresponding data set. (F) Representative photoactivation of PA-GFP–β-actin in cells expressing a control scrambled shRNA (Control) or an shRNA knocking down cofilin 1 (Cof1 or CFN1 KD). (G) Box-and-whisker plots showing the distribution of G:F actin ratios and F-actin depolymerization rates of individual decay curves from control (n=92) or Cof1 KD (n=50) cells expressing PA-GFP–β-actin. Cof1 KD cells exhibited a substantial decrease in both the rate of F-actin depolymerization and the G:F ratio. (H) Box-and-whisker plots showing the distribution of G:F actin ratios and F-actin depolymerization rates of individual decay curves from control (n=105) or Cof1 KD (n=50) cells expressing PA-GFP–γ-actin. Cof1 KD cells exhibited a substantial decrease in the rate of F-actin depolymerization but not in the G:F ratio. (I) Scatter plot showing calculated depolymerization rates and G:F ratios of PA-GFP–β-actin and PA-GFP–γ-actin in Cof1 KD cells from individual experiments. Linear fits of the data and Pearson product-moment correlation coefficients are shown in the same color as the corresponding data set. In the absence of cofilin 1, the depolymerization rate and G:F ratio became positively correlated for PA-GFP–β-actin but not PA-GFP–γ-actin. Box-and-whisker plots denote the 95th (top whisker), 75th (top edge of box), 25th (bottom edge of box) and 5th (bottom whisker) percentiles, and the median (bold line in box). P-values are from a two-tailed Student's t-test.

  • Fig. 6.
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    Fig. 6.

    MAAP analyses of actin dynamics in the axonal projections of differentiating CAD cells. (A) Example of CAD cell differentiation when cultured in medium lacking fetal bovine serum (FBS). F-actin is stained with phalloidin (green) and nuclei are stained with DAPI (blue). Scale bar: 50 μm. (B) Examples of photoactivation experiments in axons from 24 and 48 h differentiated CAD cells. Lifeact–mRuby (LA) is shown in red in the top panels to highlight the shape of the axon that was photoactivated. (C) A representative example of an axon-like projection from a 48 h differentiated CAD cell with a 1 μm circular region (shown in red) representing where the actin would be photoactivated in this cell. Only regions of the axon that were free of filopodia, 1 μm wide and 20 μm from either the cell body or axonal tip were used for this study. Scale bar: 10 μm. (D) Representative images from the MAAP simulation of axon photoactivation showing the distribution of photoactivated actin at 0 and 20 s after PA-GFP fluorescence was turned on. The top panels show the total actin (F- and G-actin) distribution and the bottom panels show the G-actin distribution only after photoactivation. Images are color coded based on the scale beneath them. The images are scaled identically to in C and the same scale bar can be used. (E) Mean fluorescence decay curves for PA-GFP–actin in axons from 24 (n=50) and 48 h (n=40) differentiated CAD cells. Error bars are 95% confidence intervals. (F) Box-and-whisker plots showing the distribution of calculated G-actin:F-actin (G:F) ratios and depolymerization rates from individual experiments. The G:F ratio, but not the depolymerization rate, was substantially reduced in 48 h differentiated axons. P-values are from two-tailed Student's t-test.

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Keywords

  • Actin
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  • Photoactivation
  • Cofilin
  • Axonal cytoskeleton

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TOOLS AND TECHNIQUES
Simultaneous quantification of actin monomer and filament dynamics with modeling-assisted analysis of photoactivation
Maryna Kapustina, Tracy-Ann Read, Eric A. Vitriol
Journal of Cell Science 2016 129: 4633-4643; doi: 10.1242/jcs.194670
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TOOLS AND TECHNIQUES
Simultaneous quantification of actin monomer and filament dynamics with modeling-assisted analysis of photoactivation
Maryna Kapustina, Tracy-Ann Read, Eric A. Vitriol
Journal of Cell Science 2016 129: 4633-4643; doi: 10.1242/jcs.194670

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