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changes in protein profiles in bortezomib applied multiple myeloma ...

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accurately identify<strong>in</strong>g genes solely by deal<strong>in</strong>g with genomic data (Eisenberg, et al.,<br />

2000). To overcome this problem, data provided from genomic studies should be<br />

supported with data obta<strong>in</strong>ed from the study of prote<strong>in</strong>s. Proteomics is often considered<br />

as the stage follow<strong>in</strong>g genomics <strong>in</strong> the study of biological systems. Compared to<br />

genomics, proteomics is much more complicated, as the proteome differs from cell to<br />

cell, and under different conditions. This is because dist<strong>in</strong>ct genes are expressed <strong>in</strong><br />

dist<strong>in</strong>ct cell types, and to identify even a basic group of prote<strong>in</strong>s produced <strong>in</strong> a cell, one<br />

needs to have a comprehensive understand<strong>in</strong>g of prote<strong>in</strong>-related actions (Graves and<br />

Haystead, 2002).<br />

Until recently, such research was carried out us<strong>in</strong>g mRNA analysis via different<br />

methods, <strong>in</strong>clud<strong>in</strong>g microarray technology (Schena et al., 1995; Shalon et al., 1996) and<br />

serial analysis of gene expression (SAGE) (Velculescu et al., 1995). On the other hand,<br />

recent studies demonstrate that mRNA analysis can not be correlated directly with<br />

prote<strong>in</strong> levels (Abbott, 1997; Anderson and Seilhamer, 1997; Gygi et al., 1999; Ideker<br />

et al., 2001; Dh<strong>in</strong>graa et al., 2005; Rogers et al., 2008), as mRNA is not always<br />

translated <strong>in</strong>to prote<strong>in</strong>s (Lane, 2005). Moreover, the quantity of prote<strong>in</strong> formed for a<br />

given quantity of mRNA depends on both the gene that it is transcribed from and the<br />

current physiological state of the cell. As such, the level of transcription of a gene<br />

provides only a rough estimation of its extent of translation <strong>in</strong>to a prote<strong>in</strong>. Additionally,<br />

mRNA produced may go under rapid degradation that causes a reduction <strong>in</strong> translation,<br />

result<strong>in</strong>g <strong>in</strong> the production of less prote<strong>in</strong>. In addition, some bodily fluids, such as serum<br />

and ur<strong>in</strong>e, have no source of mRNA under normal circumstances; therefore, proteomic<br />

technologies have emerged as an important addition to genomic studies (Graves and<br />

Haystead, 2002).<br />

Proteomics verifies the presence of a prote<strong>in</strong> and provides a direct measure of<br />

the quantity present. An additional important reason that prote<strong>in</strong> profil<strong>in</strong>g is crucial is<br />

its power to analyze prote<strong>in</strong> modifications. Although a particular cell may have a<br />

dist<strong>in</strong>guishable set of prote<strong>in</strong>s at various times or under various conditions, any<br />

particular prote<strong>in</strong> may go through a wide range of alterations known as post-<br />

translational modifications, which will have critical effects on its function.<br />

Phosphorylation is an example of posttranslational modification. Structural prote<strong>in</strong>s can<br />

undergo phosphorylation dur<strong>in</strong>g cell signal<strong>in</strong>g and result <strong>in</strong> the prote<strong>in</strong> becom<strong>in</strong>g a<br />

target for b<strong>in</strong>d<strong>in</strong>g to or <strong>in</strong>teract<strong>in</strong>g with a dist<strong>in</strong>ct group of prote<strong>in</strong>s that recognize the<br />

phosphorylated doma<strong>in</strong> (Hunter, 1995). Ubiquit<strong>in</strong>ation is another post translational type<br />

27

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