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Analysis of pediatric Obstructive Nephropathy using protein antibody arrays and computational techniques

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Autore
Valavanis, I.; Caubet, C.; Maglogiannis, I.; Klein, J.; Schanstra, J.; Chatziioannou, A.
Data
2010
DOI
10.1109/ITAB.2010.5687660
Soggetto
Bioinformatics
Obstructive nephropathy
Protein array analysis
Systems biology
Antibody arrays
Computational technique
Four-group
Gene ontology
Integrated platform
Microarray data analysis
Molecular process
Nephropathy
Pediatric subjects
Renal disease
Body fluids
Genes
Information technology
Ontology
Pediatrics
Antibodies
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Abstract
Obstructive Nephropathy (ON) is a renal disease quite frequent in newborns and children. Although it is caused by the improper flow of urine, the nephron destruction can be magnified by various molecular processes. In the current work, we aim to study 725 antibodies spotted on antibody arrays for a set of 20 pediatric subjects divided into four groups according to ON status: control, children with mild obstruction and two groups of children with severe obstruction. To this end, Gene ARMADA, an integrated platform for microarray data analysis, was employed to identify 43 differentially expressed antibodies in urine along the four subject groups and cluster these into groups of similarly expressed proteins. The differentially expressed proteins were then related to Gene Ontology terms (GOTs) and over-presented GOTs were identified. © 2010 IEEE.
URI
http://hdl.handle.net/11615/34241
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