Systems Biology

Cover
Isidore Rigoutsos, Gregory Stephanopoulos
Oxford University Press, 14.09.2006 - 336 Seiten
2 Rezensionen
The advent of genome sequencing and associated technologies has transformed biologists' ability to measure important classes of molecules and their interactions. This expanded cellular view has opened the field to thousands of interactions that previously were outside the researchers' reach. The processing and interpretation of these new vast quantities of interconnected data call for sophisticated mathematical models and computational methods. Systems biology meets this need by combining genomic knowledge with theoretical, experimental and computational approaches from a number of traditional scientific disciplines to create a mechanistic explanation of cellular systems and processes. Systems Biology I: Genomics and Systems Biology II: Networks, Models, and Applications offer a much-needed study of genomic principles and their associated networks and models. Written for a wide audience, each volume presents a timely compendium of essential information that is necessary for a comprehensive study of the subject. The chapters in the two volumes reflect the hierarchical nature of systems biology. Chapter authors-world-recognized experts in their fields-provide authoritative discussions on a wide range of topics along this hierarchy. Volume I explores issues pertaining to genomics that range from prebiotic chemistry to noncoding RNAs. Volume II covers an equally wide spectrum, from mass spectrometry to embryonic stem cells. The two volumes are meant to provide a reliable reference for students and researchers alike.
 

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Inhalt

1 Prebiotic Chemistry on the Primitive Earth
3
Is a SystemLevel Understanding Feasible?
57
3 Shotgun Fragment Assembly
79
4 Gene Finding
118
5 Local Sequence Similarities
154
Reading and Comprehension
166
7 Protein Structure Prediction
187
8 DNAProtein Interactions
219
9 Some Computational Problems Associated with Horizontal Gene Transfer
248
10 Noncoding RNA and RNA Regulatory Networks in the Systems Biology of Animals
269
Index
303
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