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Computational Methods for Processing and Analysis of Biological Pathways

Medium: Buch
ISBN: 978-3-319-53867-9
Verlag: Springer
Erscheinungstermin: 08.06.2017
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9783319538679
  • Medium: Buch
  • ISBN: 978-3-319-53867-9
  • Verlag: Springer
  • Erscheinungstermin: 08.06.2017
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2017
  • Serie: SpringerBriefs in Computer Science
  • Produktform: Kartoniert, Paperback
  • Gewicht: 1766 g
  • Seiten: 87
  • Format (B x H x T): 155 x 235 x 6 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Introduction.- Networks and Pathways in Systems Pharmacology.- Time Varying Methods for Pathway and Sub-Pathway Analysis.- Identification of Differentially Expressed Pathways and Sub-Pathways.