Accurately determining single molecule trajectories of molecular motion on surfaces.

This paper presents a method for simultaneously determining multiple trajectories of single molecules from sequential fluorescence images in the presence of photoblinking. The tracking algorithm is computationally nondemanding and does not assume a model for molecular motion, which allows one to determine correct trajectories even when a distribution of movement speeds is present. We applied the developed procedure to the important problem of monitoring surface motion of single molecules under ambient conditions. By limiting the laser exposure using sample scanning confocal microscopy, long-time trajectories have been extracted without the use of oxygen scavengers for single fluorescent molecules. Comparison of the experimental results to simulations showed that the smallest diffusion constants extracted from the trajectories are limited by detector shot noise giving error in locating the positions of the individual molecules. The simulations together with the single molecule trajectories and distributions of diffusion constants allowed us therefore to distinguish between mobile and immobile molecules. Because the analysis algorithm only requires a time series of images, the procedure presented here can be used in conjunction with various imaging methodologies to study a wide range of diffusion processes.

[1]  J. Tour,et al.  Directional control in thermally driven single-molecule nanocars. , 2005, Nano letters.

[2]  M. Sheetz,et al.  Tracking kinesin-driven movements with nanometre-scale precision , 1988, Nature.

[3]  J. Olivo-Marin,et al.  Multiple Particle Tracking in 3-D+ Microscopy: Method and Application to the Tracking of Endocytosed Quantum Dots , 2006 .

[4]  C. Bräuchle,et al.  Diffusion of single streptocyanine molecules in the nanoporous network of sol-gel glasses , 2004 .

[5]  F Rosei,et al.  Long jumps in the surface diffusion of large molecules. , 2002, Physical review letters.

[6]  Ji Won Yoon,et al.  Bayesian inference for improved single molecule fluorescence tracking. , 2008, Biophysical journal.

[7]  J. Lippincott-Schwartz,et al.  Imaging Intracellular Fluorescent Proteins at Nanometer Resolution , 2006, Science.

[8]  Anomalously slow diffusion of single molecules near a patterned surface , 2004 .

[9]  A. Sergé,et al.  Dynamic multiple-target tracing to probe spatiotemporal cartography of cell membranes , 2008, Nature Methods.

[10]  宁北芳,et al.  疟原虫var基因转换速率变化导致抗原变异[英]/Paul H, Robert P, Christodoulou Z, et al//Proc Natl Acad Sci U S A , 2005 .

[11]  H Schindler,et al.  Imaging of single molecule diffusion. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[12]  Takashi Sasaki,et al.  Recent progress on nanovehicles. , 2006, Chemical Society reviews.

[13]  K. Jaqaman,et al.  Robust single particle tracking in live cell time-lapse sequences , 2008, Nature Methods.

[14]  W. Ho Single-molecule chemistry , 2002 .

[15]  D. P. Fromm,et al.  Methods of single-molecule fluorescence spectroscopy and microscopy , 2003 .

[16]  L. Mets,et al.  Nanometer-localized multiple single-molecule fluorescence microscopy. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[17]  J. Enderlein,et al.  Statistical Analysis of Diffusion Coefficient Determination by Fluorescence Correlation Spectroscopy , 2005, Journal of Fluorescence.

[18]  T. Tsong Mechanisms of surface diffusion , 2001 .

[19]  Paul R Selvin,et al.  Fluorescence imaging with one nanometer accuracy: application to molecular motors. , 2005, Accounts of chemical research.

[20]  Laurent D. Cohen,et al.  Single quantum dot tracking based on perceptual Grouping using minimal paths in a spatiotemporal volume , 2005, IEEE Transactions on Image Processing.

[21]  James M Tour,et al.  Synthetic routes toward carborane-wheeled nanocars. , 2007, The Journal of organic chemistry.

[22]  X. Xie,et al.  Optical studies of single molecules at room temperature. , 1998, Annual review of physical chemistry.

[23]  J. Crocker,et al.  Multiple-particle tracking and two-point microrheology in cells. , 2007, Methods in cell biology.

[24]  W. Webb,et al.  Precise nanometer localization analysis for individual fluorescent probes. , 2002, Biophysical journal.

[25]  Swartzentruber,et al.  Direct measurement of surface diffusion using atom-tracking scanning tunneling microscopy. , 1996, Physical review letters.

[26]  Tomonobu M. Watanabe,et al.  Single-Molecule Visualization of Diffusion at the Solution−Crystal Interface , 2008 .

[27]  P. Schwille,et al.  Fluorescence correlation spectroscopy: novel variations of an established technique. , 2007, Annual review of biophysics and biomolecular structure.

[28]  A. Mehta,et al.  Single-molecule biomechanics with optical methods. , 1999, Science.

[29]  Paul R. Selvin,et al.  Myosin V Walks Hand-Over-Hand: Single Fluorophore Imaging with 1.5-nm Localization , 2003, Science.

[30]  K. Murakoshi,et al.  Tracking Single Molecular Diffusion on Glass Substrate Modified with Periodic Ag Nano-architecture , 2006 .

[31]  Michael A Thompson,et al.  Super-resolution imaging in live Caulobacter crescentus cells using photoswitchable EYFP , 2008, Nature Methods.

[32]  C. Joo,et al.  Advances in single-molecule fluorescence methods for molecular biology. , 2008, Annual review of biochemistry.

[33]  David J. Nesbitt,et al.  ``On''/``off'' fluorescence intermittency of single semiconductor quantum dots , 2001 .

[34]  Michael J Rust,et al.  Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (STORM) , 2006, Nature Methods.

[35]  D. Grier,et al.  Methods of Digital Video Microscopy for Colloidal Studies , 1996 .

[36]  Colin Echeverría Aitken,et al.  An oxygen scavenging system for improvement of dye stability in single-molecule fluorescence experiments. , 2008, Biophysical journal.

[37]  James M Tour,et al.  Micrometer-scale translation and monitoring of individual nanocars on glass. , 2009, ACS nano.

[38]  M K Cheezum,et al.  Quantitative comparison of algorithms for tracking single fluorescent particles. , 2001, Biophysical journal.