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Non-parametric multivariate analysis of variance in the proteomic response of potato to drought stress
Authors:Piotr Zerzucha  Dominika Boguszewska  Barbara Zagdańska  Beata Walczak
Affiliation:1. Institute of Chemistry, The University of Silesia, Szkolna Street 9, 40-006 Katowice, Poland;2. Plant Breeding and Acclimatization Institute Division Jadwisin-National Research Institute, Potato Agronomy Department, Szaniawskiego Street 15, 05-140 Serock, Poland;3. Warsaw University of Life Sciences, Biochemistry Department, Nowoursynowska Street 159, 02-776 Warszawa, Poland
Abstract:Spot detection is a mandatory step in all available software packages dedicated to the analysis of 2D gel images. As the majority of spots do not represent individual proteins, spot detection can obscure the results of data analysis significantly. This problem can be overcome by a pixel-level analysis of 2D images.
Keywords:Robust analysis of variance   Biomarker identification   Non-parametric MANOV   Electrophoresis
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