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.
| ISBN: | 9783319538679 |
| Publication date: | 8th June 2017 |
| Author: | Anastasios Bezerianos, Andrei Dragomir, Panos Balomenos |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Paperback |
| Pagination: | 87 pages |
| Series: | SpringerBriefs in Computer Science |
| Genres: |
Computational biology / bioinformatics |
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.
Computational Methods for Processing and Analysis of Biological Pathways features in the following genres: Computational biology / bioinformatics
Paperback. £40.49, down from the £44.99 cover price. Not Available.
Computational Methods for Processing and Analysis of Biological Pathways was written by Anastasios Bezerianos, Andrei Dragomir, Panos Balomenos and published by Springer an imprint of Springer International Publishing
Computational Methods for Processing and Analysis of Biological Pathways has 87 pages
Yes it is part of SpringerBriefs in Computer Science series
£40.49, reduced from £44.99. Not Available.