Literature DB >> 23238271

Recent progress using systems biology approaches to better understand molecular mechanisms of immunity.

Rachel A Gottschalk1, Andrew J Martins1, Virginie Sjoelund1, Bastian R Angermann1, Bin Lin1, Ronald N Germain1.   

Abstract

The immune system is composed of multiple dynamic molecular and cellular networks, the complexity of which has been revealed by decades of exacting reductionist research. However, understanding of the immune system sufficient to anticipate its response to novel perturbations requires a more integrative or systems approach to immunology. While methods for unbiased high-throughput data acquisition and computational integration of the resulting datasets are still relatively new, they have begun to substantially enhance our understanding of immunological phenomena. Such approaches have expanded our view of interconnected signaling and transcriptional networks and have highlighted the function of non-linear processes such as spatial regulation and feedback loops. In addition, advances in single cell measurement technology have demonstrated potential sources and functions of response heterogeneity in system behavior. The success of the studies reviewed here often depended upon integration of one or more systems biology approaches with more traditional methods. We hope these examples will inspire a broader range of immunologists to probe questions in a quantitative and integrated manner, advancing collective efforts to understand the immune "system". Published by Elsevier Ltd.

Entities:  

Keywords:  Computational modeling; Global analysis; Heterogeneity; High-throughput; Signaling networks; Single-cell analysis; Transcriptional networks

Mesh:

Year:  2012        PMID: 23238271      PMCID: PMC3834012          DOI: 10.1016/j.smim.2012.11.002

Source DB:  PubMed          Journal:  Semin Immunol        ISSN: 1044-5323            Impact factor:   11.130


  80 in total

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5.  Coupling of T cell receptor specificity to natural killer T cell development by bivalent histone H3 methylation.

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6.  Cell Polarization and Epigenetic Status Shape the Heterogeneous Response to Type III Interferons in Intestinal Epithelial Cells.

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7.  Identifying novel transcription factors involved in the inflammatory response by using binding site motif scanning in genomic regions defined by histone acetylation.

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