Computational Methods for Processing and Analysis of Biological Pathways
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Computational Methods for Processing and Analysis of Biological Pathways
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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.
Product details
- Type:
- Book
- Binding:
- Paperback
- Edition:
- 1
- Languages:
-
Original:
English
- Number of Pages:
-
96
- Publisher:
-
Springer
- Publication Date:
-
2017-06-08
- ISBN / EAN:
-
9783319538679
- Weight:
-
180 g
- Dimensions:
-
16/24/1 cm
- GPSR Manufacturer Reference:
-
[email protected]
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