Back to Search
Start Over
Evaluating descriptors for the lateral translocation of membrane proteins.
- 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] 2011; Vol. 2011, pp. 6597-600. - Publication Year :
- 2011
-
Abstract
- Microscopic images of tissue sections are used for diagnosis and monitoring of therapy, by analysis of protein patterns correlating to disease states. Spatial protein distribution is influenced by protein translocation between different membrane compartments and quantified by comparison of microscopic images of biological samples. Cholestatic liver diseases are characterized by translocation of transport proteins, and quantification of their dislocation offers new diagnostic options. However, reliable and unbiased tools are lacking. The nowadays used manual method is slow, subjective and error-prone. We have developed a new workflow based on automated image analysis and improved it by the introduction of scale-free descriptors for the translocation quantification. This fast and unbiased method can substitute the manual analysis, and the suggested descriptors perform better than the earlier used statistical variance.
- Subjects :
- Animals
Automation
Bile Acids and Salts metabolism
Computational Biology methods
Drug Design
Electronic Data Processing
Humans
Image Processing, Computer-Assisted
Liver metabolism
Microvilli metabolism
Models, Biological
Models, Theoretical
Rats
Signal Processing, Computer-Assisted
Cell Membrane metabolism
Cholestasis pathology
Liver pathology
Membrane Proteins metabolism
Protein Transport
Subjects
Details
- Language :
- English
- ISSN :
- 2694-0604
- Volume :
- 2011
- 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 :
- 22255851
- Full Text :
- https://doi.org/10.1109/IEMBS.2011.6091627