Bioinformatic Analysis for Exploring Biological Relationships - Zeng, Erliang
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To carry out their specific roles in the cell, genes and gene products often work together in groups, forming many relationships among themselves and with other molecules. With advances in science and technology, some high throughput technologies have been developed to simultaneously detect tens of thousands of pairwise protein-protein interactions and protein-DNA interactions. However, the data generated by high throughput methods are prone to noise. Furthermore, the technology itself has its limitations, and cannot detect all kinds of relationships between genes and their products. Thus…mehr

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Produktbeschreibung
To carry out their specific roles in the cell, genes and gene products often work together in groups, forming many relationships among themselves and with other molecules. With advances in science and technology, some high throughput technologies have been developed to simultaneously detect tens of thousands of pairwise protein-protein interactions and protein-DNA interactions. However, the data generated by high throughput methods are prone to noise. Furthermore, the technology itself has its limitations, and cannot detect all kinds of relationships between genes and their products. Thus there is a pressing need to investigate all kinds of relationships and their roles in a living system using bioinformatic approaches, and is a central challenge in Computational Biology and Systems Biology. This book focuses on exploring relationships between genes and gene products using bioinformatic approaches. Specifically, we consider problems related to regulatory relationships, protein-protein interactions, and semantic relationships between genes.
Autorenporträt
Erliang Zeng is currently a research assistant professor in the Department of Computer Science and Engineering at the University of Notre Dame. He has received a Ph.D. degree in Computer Science from Florida International University in 2008, and a M.S. degree in Biochemistry and Molecular Biology from Shanghai Jiao Tong University in 2001.