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.
| Original language | English (US) |
|---|---|
| Title of host publication | Advances in Experimental Medicine and Biology |
| Publisher | Springer New York LLC |
| Pages | 257-272 |
| Number of pages | 16 |
| Volume | 918 |
| DOIs | |
| State | Published - Oct 1 2016 |
Publication series
| Name | Advances in Experimental Medicine and Biology |
|---|---|
| Volume | 918 |
| ISSN (Print) | 00652598 |
| ISSN (Electronic) | 22148019 |
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Keywords
- Big data
- Omics-driven research
- Yersinia pestis
ASJC Scopus subject areas
- Medicine(all)
- Biochemistry, Genetics and Molecular Biology(all)
Cite this
Yersinia pestis in the age of big data. / Yang, Ruifu; Motin, Vladimir.
Advances in Experimental Medicine and Biology. Vol. 918 Springer New York LLC, 2016. p. 257-272 (Advances in Experimental Medicine and Biology; Vol. 918).Research output: Chapter in Book/Report/Conference proceeding › Chapter
}
TY - CHAP
T1 - Yersinia pestis in the age of big data
AU - Yang, Ruifu
AU - Motin, Vladimir
PY - 2016/10/1
Y1 - 2016/10/1
N2 - 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.
AB - 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.
KW - Big data
KW - Omics-driven research
KW - Yersinia pestis
UR - http://www.scopus.com/inward/record.url?scp=84991340931&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84991340931&partnerID=8YFLogxK
U2 - 10.1007/978-94-024-0890-4_9
DO - 10.1007/978-94-024-0890-4_9
M3 - Chapter
C2 - 27722866
AN - SCOPUS:84991340931
VL - 918
T3 - Advances in Experimental Medicine and Biology
SP - 257
EP - 272
BT - Advances in Experimental Medicine and Biology
PB - Springer New York LLC
ER -