Title :
From DNA sequence to network behavior: functional properties of genetic regulatory networks
Author_Institution :
Inst. for Syst. Biol., Seattle, WA, USA
Abstract :
Systems biology is predicated on the integration of large volumes of data from multiple experimental technologies (sequence, microarray, proteomics, chIP-chip, etc.), with data mined from the literature and data bases. Current model-building methods emphasize static network maps of protein-protein, and protein-DNA interactions. I will give an overview of our tools and techniques for model building and model analysis, focusing on the need to go beyond static interaction maps and towards understanding the dynamic behavior of biochemical networks using examples from sea urchin embryonic development and yeast metabolism.
Keywords :
DNA; biochemistry; biology computing; data mining; genetics; molecular biophysics; physiological models; proteins; DNA sequence; biochemical networks; chIP-chip; data integration; data mining; functional properties; genetic regulatory networks; microarray; model analysis; model-building methods; network behavior; protein-DNA interactions; protein-protein interactions; proteomics; sea urchin embryonic development; static network maps; systems biology; yeast metabolism; Biochemical analysis; Biological system modeling; DNA; Embryo; Fungi; Genetics; Proteins; Proteomics; Sequences; Systems biology;
Conference_Titel :
Computational Systems Bioinformatics Conference, 2004. CSB 2004. Proceedings. 2004 IEEE
Print_ISBN :
0-7695-2194-0
DOI :
10.1109/CSB.2004.1332412