Analysis of single-molecule images for the subcellular localization and dynamics of proteins.
(A) Single-molecule image analysis. Spots were detected in each frame (highlighted with yellow circles), and tracks were created across frames (different colors were chosen for different tracks). (B) Cell detection. Cell outlines were determined from bright-field images. Only non-dividing cells were analyzed (indicated by white outlines). (C) Normalized position of spots of RNase E along short (x) and long (y) axes of an example cell. Red spots are inside the cell endcaps, and cyan spots are in the cylindrical region of the cell. (D) xNorm histogram of RNase E and LacY. Only spots in the cylindrical region of cells (like cyan spots in C), over n = 143,000 spots, were included. The standard error of the mean (SEM) calculated from bootstrapping is displayed as a shaded area but is smaller than the line width (see Fig. S1 for details). (E) The membrane binding percentage (MB%) of RNase E, LacY, and LacZ. Error bars are from the 95% confidence interval. (F) Histogram of absolute xNorm and model fitting of RNase E, LacY, and LacZ to determine MB%. Orange highlights indicate the range of xNorm expected based on the standard deviations in the parameter values estimated by MCMC. The white scale bars in panels A-B are 1 μm. See Table S6 for data statistics.