Systems Biology

by Michael G. Katze

Overview

First, systems biology is an inter-disciplinary approach, requiring the combined talents of biologists, mathematicians, and computer scientists. Second, systems biology is holistic, with the goal of obtaining a comprehensive understanding of the workings of biological systems. This is achieved through the acquisition of massive amounts of data by high-throughput technologies—oligonucleotide microarrays, mass spectrometry, and next-generation sequencing—and the analysis of this data through sophisticated mathematical algorithms. It is perhaps the use of mathematics, to integrate abundant and diverse types of data and to generate models of interconnected molecular networks, that best characterizes systems biology.

Product Details

ISBN-13:	9783642439650
Publisher:	Springer Berlin Heidelberg
Publication date:	06/24/2015
Series:	Current Topics in Microbiology and Immunology , #363
Edition description:	2013
Pages:	263
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

Introduction.- Editorial.- System approaches to dissecting Immunity.- Integrative omics and modeling of pathogenic Samonellae and Yersiniae.- The role and contribution of system biology to the non-human primate model of influenza pathogenesis and vaccinology.- Host-pathogen genome politics and policies.- The TB regulatory network.- Proteomic network understanding of immune cell signaling and cell-cell communication via data-driven modeling.- Systems vaccinology.- Correlates of vaccine and natural mediated immune protection in HIV infection.- System biology approach for new target and biomarker identification.- Subject index.