Literature DB >> 27449340

Development of an image Mean Square Displacement (iMSD)-based method as a novel approach to study the intracellular trafficking of nanoparticles.

Luca Digiacomo1, Michelle A Digman2, Enrico Gratton2, Giulio Caracciolo3.   

Abstract

UNLABELLED: Fluorescence microscopy and spectroscopy techniques are commonly used to investigate complex and interacting biological systems (e.g. proteins and nanoparticles in living cells), since these techniques can explore intracellular dynamics with high time resolution at the nanoscale. Here we extended one of the Image Correlation Spectroscopy (ICS) methods, i.e. the image Mean Square Displacement, in order to study 2-dimensional diffusive and flow motion in confined systems, whose driving speed is uniformly distributed in a variable angular range. Although these conditions are not deeply investigated in the current literature, they can be commonly found in the intracellular trafficking of nanocarriers, which diffuse in the cytoplasm and/or may move along the cytoskeleton in different directions. The proposed approach could reveal the underlying system's symmetry using methods derived from fluorescence correlation concepts and could recover dynamic and geometric features which are commonly done by single particle analyses. Furthermore, it improves the characterization of low-speed flow motions, when compared to SpatioTemporal Image Correlation Spectroscopy (STICS). Although we present a specific example (lipoplexes in living cells), the emphasis is in the discussion of the method, its basic assumptions and its validation on numeric simulations. STATEMENT OF SIGNIFICANCE: Recent advances in nanoparticle-based drug and gene delivery systems have pointed out the interactions at cellular and subcellular levels as key-factors for the efficiency of the adopted biomaterials. Such biochemical and biophysical interactions drive and affect the intracellular dynamics, that is commonly characterized by means of fluorescence microscopy and spectroscopy techniques. Here we present a novel Image Correlation Spectroscopy (ICS) method as a promising tool to capture the intracellular behavior of nanoparticles with high resolution and low background's sensitivity. This study overcomes some of the approximations adopted so far, by decoupling the flow terms of the investigated dynamics and thus recovering ensemble's information from specific single particle behaviors. Finally, relevant implications for nanoparticle-based drug delivery are shown.
Copyright © 2016 Acta Materialia Inc. All rights reserved.

Entities:  

Keywords:  Drug and gene delivery; Image Correlation Spectroscopy (ICS); Intracellular trafficking

Mesh:

Substances:

Year:  2016        PMID: 27449340      PMCID: PMC5483853          DOI: 10.1016/j.actbio.2016.07.031

Source DB:  PubMed          Journal:  Acta Biomater        ISSN: 1742-7061            Impact factor:   8.947


  20 in total

1.  Intracellular trafficking of cationic liposome-DNA complexes in living cells.

Authors:  Stefano Coppola; Laura C Estrada; Michelle A Digman; Daniela Pozzi; Francesco Cardarelli; Enrico Gratton; Giulio Caracciolo
Journal:  Soft Matter       Date:  2012-08-14       Impact factor: 3.679

2.  Spatiotemporal image correlation spectroscopy (STICS) theory, verification, and application to protein velocity mapping in living CHO cells.

Authors:  Benedict Hebert; Santiago Costantino; Paul W Wiseman
Journal:  Biophys J       Date:  2005-02-18       Impact factor: 4.033

3.  Quantitating intracellular transport of polyplexes by spatio-temporal image correlation spectroscopy.

Authors:  Rajan P Kulkarni; David D Wu; Mark E Davis; Scott E Fraser
Journal:  Proc Natl Acad Sci U S A       Date:  2005-05-16       Impact factor: 11.205

4.  A fluorescent variant of a protein from the stony coral Montipora facilitates dual-color single-laser fluorescence cross-correlation spectroscopy.

Authors:  Takako Kogure; Satoshi Karasawa; Toshio Araki; Kenta Saito; Masataka Kinjo; Atsushi Miyawaki
Journal:  Nat Biotechnol       Date:  2006-04-30       Impact factor: 54.908

5.  Particle image correlation spectroscopy (PICS): retrieving nanometer-scale correlations from high-density single-molecule position data.

Authors:  S Semrau; T Schmidt
Journal:  Biophys J       Date:  2006-11-03       Impact factor: 4.033

6.  Single particle tracking. Analysis of diffusion and flow in two-dimensional systems.

Authors:  H Qian; M P Sheetz; E L Elson
Journal:  Biophys J       Date:  1991-10       Impact factor: 4.033

Review 7.  Single-particle tracking for studying nanomaterial dynamics: applications and fundamentals in drug delivery.

Authors:  Elisa Zagato; Katrien Forier; Thomas Martens; Kristiaan Neyts; Jo Demeester; Stefaan De Smedt; Katrien Remaut; Kevin Braeckmans
Journal:  Nanomedicine (Lond)       Date:  2014-05       Impact factor: 5.307

8.  Lysosomal capturing of cytoplasmic injected nanoparticles by autophagy: an additional barrier to non viral gene delivery.

Authors:  Katrien Remaut; Viola Oorschot; Kevin Braeckmans; Judith Klumperman; Stefaan C De Smedt
Journal:  J Control Release       Date:  2014-08-11       Impact factor: 9.776

9.  Particle tracking of intracellular trafficking of octaarginine-modified liposomes: a comparative study with adenovirus.

Authors:  Hidetaka Akita; Kaoru Enoto; Tomoya Masuda; Hiroyuki Mizuguchi; Tomomi Tani; Hideyoshi Harashima
Journal:  Mol Ther       Date:  2010-03-09       Impact factor: 11.454

10.  A nu-space for ICS: characterization and application to measure protein transport in live cells.

Authors:  Laurent Potvin-Trottier; Lingfeng Chen; Alan Rick Horwitz; Paul W Wiseman
Journal:  New J Phys       Date:  2013-08       Impact factor: 3.729

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  6 in total

1.  An apolipoprotein-enriched biomolecular corona switches the cellular uptake mechanism and trafficking pathway of lipid nanoparticles.

Authors:  L Digiacomo; F Cardarelli; D Pozzi; S Palchetti; M A Digman; E Gratton; A L Capriotti; M Mahmoudi; G Caracciolo
Journal:  Nanoscale       Date:  2017-11-16       Impact factor: 7.790

2.  Fluorescence Fluctuation Spectroscopy enables quantification of potassium channel subunit dynamics and stoichiometry.

Authors:  Giulia Tedeschi; Lorenzo Scipioni; Maria Papanikolaou; Geoffrey W Abbott; Michelle A Digman
Journal:  Sci Rep       Date:  2021-05-21       Impact factor: 4.379

3.  Dynamic fingerprinting of sub-cellular nanostructures by image mean square displacement analysis.

Authors:  Luca Digiacomo; Francesca D'Autilia; William Durso; Paolo Maria Tentori; Giulio Caracciolo; Francesco Cardarelli
Journal:  Sci Rep       Date:  2017-11-01       Impact factor: 4.379

4.  Comprehensive correlation analysis for super-resolution dynamic fingerprinting of cellular compartments using the Zeiss Airyscan detector.

Authors:  L Scipioni; L Lanzanó; A Diaspro; E Gratton
Journal:  Nat Commun       Date:  2018-11-30       Impact factor: 14.919

5.  Insulin secretory granules labelled with phogrin-fluorescent proteins show alterations in size, mobility and responsiveness to glucose stimulation in living β-cells.

Authors:  Gianmarco Ferri; Luca Digiacomo; Zeno Lavagnino; Margherita Occhipinti; Marco Bugliani; Valentina Cappello; Giulio Caracciolo; Piero Marchetti; David W Piston; Francesco Cardarelli
Journal:  Sci Rep       Date:  2019-02-27       Impact factor: 4.379

Review 6.  β-Cell Pathophysiology: A Review of Advanced Optical Microscopy Applications.

Authors:  Gianmarco Ferri; Luca Pesce; Marta Tesi; Piero Marchetti; Francesco Cardarelli
Journal:  Int J Mol Sci       Date:  2021-11-26       Impact factor: 5.923

  6 in total

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