doctoral dissertation
Jernej Zupanc (Author), Branko Šter (Mentor), Damjana Drobne (Co-mentor)

Abstract

Automated assessment of nanoparticle influence on giant lipid vesicles from video microscopy for bio-nano interaction studies

Keywords

image segmentation;lipid vesicles;video microscopy;mosaic;nanoparticles;nanotoxicity;large scale microscopy;virtual microscopy;computer science;doctoral dissertations;theses;

Data

Language: English
Year of publishing:
Typology: 2.08 - Doctoral Dissertation
Organization: UL FRI - Faculty of Computer and Information Science
Publisher: [J. Zupanc]
UDC: 004.932:66.017-022.532:577.115(043.3)
COBISS: 8500308 Link will open in a new window
Views: 53
Downloads: 8
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Other data

Secondary language: Slovenian
Secondary title: Avtomatizirano ugotavljanje vpliva nanodelcev na orjaške lipidne vezikle iz mikroskopskih posnetkov za študij bio-nano interakcij
Secondary abstract: Much evidence suggests that nanoparticles affect cell membrane stability and subsequently exert toxic effects. To assess these interactions research is often conducted on lipid vesicles as substitutes for cells. In this paper, we present a methodology which enables observing thousands of lipid vesicles and analyzing their shape transformations with the use of computerized image processing and data analysis methods. The aim of our study was to test whether this approach is appropriate for assessing effects of nanoparticles (C60 and CoFe2O4) on POPC lipid vesicles. In the experiments presented here, we show that nanoparticles provoked bursting of vesicles as well as their size and morphological changes. The novelty of our approach is in the possibility to investigate a large population of vesicles, and generate statistically relevant results. Our data demonstrates that nanoparticles affected lipid membranes and may have a potential to affect cell membranes as well.
Secondary keywords: segmentacija slik;lipidni vezikli;video mikroskopija;mozaik;nanodelci;nanotoksikologija;mikroskopija večjih površin;virtualna mikroskopija;računalništvo;disertacije;
File type: application/pdf
Type (COBISS): Dissertation
Thesis comment: Univ. v Ljubljani, Fak. za računalništvo in informatiko
Pages: XIII, 102 str.
ID: 23984459