Yersinia pestis in the Age of Big Data

Adv Exp Med Biol. 2016:918:257-272. doi: 10.1007/978-94-024-0890-4_9.

Abstract

As omics-driven technologies developed rapidly, genomics, transcriptomics, proteomics, metabolomics and other omics-based data have been accumulated in unprecedented speed. Omics-driven big data in biology have changed our way of research. "Big science" has promoted our understanding of biology in a holistic overview that is impossibly achieved by traditional hypothesis-driven research. In this chapter, we gave an overview of omics-driven research on Y. pestis, provided a way of thinking on Yersinia pestis research in the age of big data, and made some suggestions to integrate omics-based data for systems understanding of Y. pestis.

Keywords: Big data; Omics-driven research; Yersinia pestis.

Publication types

  • Review

MeSH terms

  • Animals
  • Computational Biology*
  • Genomics
  • Humans
  • Metabolomics
  • Proteomics
  • Research
  • Yersinia pestis / genetics
  • Yersinia pestis / physiology*
  • Zoonoses