title: An Intermittent Model for Intracellular Motions of Gold Nanostars by k-Space Scattering Image Correlation.
abstract: Anisotropic metallic nanoparticles have been devised as powerful potential tools for in vivo imaging, photothermal therapy, and drug delivery thanks to plasmon-enhanced absorption and scattering cross sections, ease in synthesis and functionalization, and controlled cytotoxicity. The rational design of all these applications requires the characterization of the nanoparticles intracellular trafficking pathways. In this work, we exploit live-cell time-lapse confocal reflectance microscopy and image correlation in both direct and reciprocal space to investigate the intracellular transport of branched gold nanostars (GNSs). Different transport mechanisms, spanning from pure Brownian diffusion to (sub-)ballistic superdiffusion, are revealed by temporal and spatio-temporal image correlation spectroscopy on the tens-of-seconds timescale. According to these findings, combined with numerical simulations and with a Bayesian (hidden Markov model-based) analysis of single particle tracking data, we ascribe the superdiffusive, subballistic behavior characterizing the GNSs dynamics to a two-state switching between Brownian diffusion in the cytoplasm and molecular motor-mediated active transport. For the investigation of intermittent-type transport phenomena, we derive an analytical theoretical framework for Fourier-space image correlation spectroscopy (kICS). At first, we evaluate the influence of all the dynamic and kinetic parameters (the diffusion coefficient, the drift velocity, and the transition rates between the diffusive and the active transport regimes) on simulated kICS correlation functions. Then we outline a protocol for data analysis and employ it to derive whole-cell maps for each parameter underlying the GNSs intracellular dynamics. Capable of identifying even simpler transport phenomena, whether purely diffusive or ballistic, our intermittent kICS approach allows an exhaustive investigation of the dynamics of GNSs and biological macromolecules.
authors.affiliation: Physics Department, Università degli Studi di Milano-Bicocca, Milan, Italy.
authors.forename: Margaux
authors.initials: M
authors.lastname: Bouzin
authors.affiliation: Physics Department, Università degli Studi di Milano-Bicocca, Milan, Italy.
authors.forename: Laura
authors.initials: L
authors.lastname: Sironi
authors.affiliation: Physics Department, Università degli Studi di Milano-Bicocca, Milan, Italy.
authors.forename: Giuseppe
authors.initials: G
authors.lastname: Chirico
authors.affiliation: Physics Department, Università degli Studi di Milano-Bicocca, Milan, Italy.
authors.forename: Laura
authors.initials: L
authors.lastname: D'Alfonso
authors.affiliation: Division of Immunology, Transplantation and Infectious Diseases, IRCCS, San Raffaele Scientific Institute, Milan, Italy.
authors.forename: Donato
authors.initials: D
authors.lastname: Inverso
authors.affiliation: Chemistry Department, Università degli Studi di Pavia, Pavia, Italy.
authors.forename: Piersandro
authors.initials: P
authors.lastname: Pallavicini
authors.affiliation: Physics Department, Università degli Studi di Milano-Bicocca, Milan, Italy. Electronic address: maddalena.collini@mib.infn.it.
authors.forename: Maddalena
authors.initials: M
authors.lastname: Collini
mesh_terms: D002470:Cell Survival; D004058:Diffusion; D004705:Endocytosis; D006046:Gold / Q000737:chemistry* / Q000378:metabolism*; D006367:HeLa Cells; D006801:Humans; D007091:Image Processing, Computer-Assisted; D042541:Intracellular Space / Q000378:metabolism*; D018613:Microscopy, Confocal; D008954:Models, Biological; D009068:Movement; D049329:Nanostructures; D062211:Spatio-Temporal Analysis
chemical_list: D006046:Gold