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Multilevel analysis of calcium dynamics in stimulated cultures of cardiomyocytes.
- Source :
-
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference [Annu Int Conf IEEE Eng Med Biol Soc] 2013; Vol. 2013, pp. 6514-7. - Publication Year :
- 2013
-
Abstract
- We present an automatic method to characterize calcium activity in a culture of cardiac cells from a sequence of microscopy fluorescence images. The approach quantifies both the response of each individual cell in the culture to external field stimulation and the propagation properties of calcium wave-fronts, thus providing complementary information at different physiological levels. The technique classifies the response of each cell as regular or irregular based on a set of dynamical and morphological features of the calcium transients. Isochronal maps were constructed from the local activation times across the culture, and the front propagation was classified as planar or non-planar. The method has been applied to a set of 35 experiments, and the results indicate a significative connection between irregular behavior at the single-cell level and irregular front propagation.
- Subjects :
- Algorithms
Animals
Automation
Cell Line
Mice
Microscopy, Confocal methods
Microscopy, Fluorescence methods
Multilevel Analysis
Neurons metabolism
Pattern Recognition, Automated
Calcium metabolism
Calcium Signaling physiology
Heart physiology
Microscopy, Confocal instrumentation
Microscopy, Fluorescence instrumentation
Myocytes, Cardiac metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 2694-0604
- Volume :
- 2013
- Database :
- MEDLINE
- Journal :
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
- Publication Type :
- Academic Journal
- Accession number :
- 24111234
- Full Text :
- https://doi.org/10.1109/EMBC.2013.6611047