Computational Methods for Processing and Analysis of Biological Pathways

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Springer


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SpringerBriefs in Computer Science

Paru le : 2017-03-09

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Description
This work offers a guided walkthrough of one of the most promising research areas in modern life sciences, enabling a deeper understanding of involved concepts and methodologies via an interdisciplinary view, focusing on both well-established approaches and cutting-edge research. Highlighting what pathway analysis can offer to both the experimentalist and the modeler, the text opens with an introduction to a general methodology that outlines common workflows shared by several methods. This is followed by a review of pathway and sub-pathway based approaches for systems pharmacology. The work then presents an overview of pathway analysis methods developed to model the temporal aspects of drug- or disease-induced perturbations and extract relevant dynamic themes. The text concludes by discussing several state-of-the-art methods in pathway analysis, which address the important problem of identifying differentially expressed pathways and sub-pathways.
Pages
87 pages
Collection
SpringerBriefs in Computer Science
Parution
2017-03-09
Marque
Springer
EAN papier
9783319538679
EAN PDF
9783319538686

Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
8
Taille du fichier
1731 Ko
Prix
52,74 €
EAN EPUB
9783319538686

Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
8
Taille du fichier
696 Ko
Prix
52,74 €