Literature DB >> 26511974

A review of progress in single particle tracking: from methods to biophysical insights.

Carlo Manzo1, Maria F Garcia-Parajo.   

Abstract

Optical microscopy has for centuries been a key tool to study living cells with minimum invasiveness. The advent of single molecule techniques over the past two decades has revolutionized the field of cell biology by providing a more quantitative picture of the complex and highly dynamic organization of living systems. Amongst these techniques, single particle tracking (SPT) has emerged as a powerful approach to study a variety of dynamic processes in life sciences. SPT provides access to single molecule behavior in the natural context of living cells, thereby allowing a complete statistical characterization of the system under study. In this review we describe the foundations of SPT together with novel optical implementations that nowadays allow the investigation of single molecule dynamic events with increasingly high spatiotemporal resolution using molecular densities closer to physiological expression levels. We outline some of the algorithms for the faithful reconstruction of SPT trajectories as well as data analysis, and highlight biological examples where the technique has provided novel insights into the role of diffusion regulating cellular function. The last part of the review concentrates on different theoretical models that describe anomalous transport behavior and ergodicity breaking observed from SPT studies in living cells.

Mesh:

Year:  2015        PMID: 26511974     DOI: 10.1088/0034-4885/78/12/124601

Source DB:  PubMed          Journal:  Rep Prog Phys        ISSN: 0034-4885


  95 in total

1.  Single-Particle Diffusion Characterization by Deep Learning.

Authors:  Naor Granik; Lucien E Weiss; Elias Nehme; Maayan Levin; Michael Chein; Eran Perlson; Yael Roichman; Yoav Shechtman
Journal:  Biophys J       Date:  2019-06-22       Impact factor: 4.033

2.  Effect of Pixelation on the Parameter Estimation of Single Molecule Trajectories.

Authors:  Milad R Vahid; Bernard Hanzon; Raimund J Ober
Journal:  IEEE Trans Comput Imaging       Date:  2020-11-23

3.  Molecular Diffusion in Plasma Membranes of Primary Lymphocytes Measured by Fluorescence Correlation Spectroscopy.

Authors:  Elina Staaf; Sunitha Bagawath-Singh; Sofia Johansson
Journal:  J Vis Exp       Date:  2017-02-01       Impact factor: 1.355

4.  Errors in Energy Landscapes Measured with Particle Tracking.

Authors:  Michał J Bogdan; Thierry Savin
Journal:  Biophys J       Date:  2018-07-03       Impact factor: 4.033

5.  Quantifying transcription factor binding dynamics at the single-molecule level in live cells.

Authors:  Diego M Presman; David A Ball; Ville Paakinaho; Jonathan B Grimm; Luke D Lavis; Tatiana S Karpova; Gordon L Hager
Journal:  Methods       Date:  2017-03-15       Impact factor: 3.608

6.  Three-Dimensional Two-Color Dual-Particle Tracking Microscope for Monitoring DNA Conformational Changes and Nanoparticle Landings on Live Cells.

Authors:  Yen-Liang Liu; Evan P Perillo; Phyllis Ang; Mirae Kim; Duc Trung Nguyen; Katherine Blocher; Yu-An Chen; Cong Liu; Ahmed M Hassan; Huong T Vu; Yuan-I Chen; Andrew K Dunn; Hsin-Chih Yeh
Journal:  ACS Nano       Date:  2020-07-15       Impact factor: 15.881

7.  Light-sheet microscopy with digital Fourier analysis measures transport properties over large field-of-view.

Authors:  Devynn M Wulstein; Kathryn E Regan; Rae M Robertson-Anderson; Ryan McGorty
Journal:  Opt Express       Date:  2016-09-05       Impact factor: 3.894

Review 8.  Diatrack particle tracking software: Review of applications and performance evaluation.

Authors:  Pascal Vallotton; Antoine M van Oijen; Cynthia B Whitchurch; Vladimir Gelfand; Leslie Yeo; Georgios Tsiavaliaris; Stephanie Heinrich; Elisa Dultz; Karsten Weis; David Grünwald
Journal:  Traffic       Date:  2017-10-23       Impact factor: 6.215

9.  Automated Tracking of Cell Migration with Rapid Data Analysis.

Authors:  Brian J DuChez
Journal:  Curr Protoc Cell Biol       Date:  2017-09-01

10.  Single-Molecule Tracking and Its Application in Biomolecular Binding Detection.

Authors:  Cong Liu; Yen-Liang Liu; Evan P Perillo; Andrew K Dunn; Hsin-Chih Yeh
Journal:  IEEE J Sel Top Quantum Electron       Date:  2016-05-17       Impact factor: 4.544

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