INCIDE

University of Konstanz
Ninth International Workshop on Computational Systems Biology

Image Analysis of Nuclear Envelope Breakdown Events using KNIME

T. Rieß, J. Marino, C. Wandke, D. Merhof, O. Deussen, G. Csucs, U. Kutay, P. Horvath
Teaser of Image Analysis of Nuclear Envelope Breakdown Events using KNIME

Material

Paper (.pdf, 478.2 KB)

Abstract

Insights into the molecular mechanism underlying nuclear envelope breakdown (NEBD) are crucial to understand dynamic changes of the nuclear envelope (NE) that occur at mitotic entry of eukaryotic cells. In this paper, we present an image processing algorithm and its implementation in KNIME, which allows to automatically quantify image data obtained from the in vitro NEBD assay. The algorithm consists of image alignment via phase correlation, nucleus identification using adaptive thresholding, morphological operations, and intensity measurements. The results of these measurements are verified using images from a known nuclear envelope disassembly assay.

BibTeX

@inproceedings{Riess2012ImageAnalysisNuclear,
  address    = {Tampere},
  author     = {T. Rieß and J. Marino and C. Wandke and D. Merhof and O. Deussen and G. Csucs and U. Kutay and P. Horvath},
  booktitle  = {Ninth International Workshop on Computational Systems Biology},
  editor     = {Narjo, Antti},
  isbn       = {978-952-15-2853-8},
  number     = {61},
  pages      = {67--70},
  publisher  = {Tampere International Center for Signal Processing},
  series     = {TICSP series},
  title      = {Image Analysis of Nuclear Envelope Breakdown Events using KNIME},
  year       = {2012},
  url        = {http://graphics.uni-konstanz.de/publikationen/Riess2012ImageAnalysisNuclear},
}