Title
"RADIOTRANSCRIPTOMICS": A synergy of imaging and transcriptomics in clinical assessment.
Abstract
Recent advances in quantitative imaging and "omics" technology have generated a wealth of mineable biological "big data". With the push towards a P4 "predictive, preventive, personalized, and participatory" approach to medicine, researchers began integrating complementary tools to further tune existing diagnostic and therapeutic models. The field of radiogenomics has long pioneered such multidisciplinary investigations in neuroscience and oncology, correlating genotypic and phenotypic signatures to study structural and functional changes in relation to altered molecular behavior. Given the innate dynamic nature of complex disorders and the role of environmental and epigenetic factors in pathogenesis, the transcriptome can further elucidate serial modifications undetected at the genome level. We therefore propose "radiotranscriptomics" as a new member of the P4 medicine initiative, combining transcriptome information, including gene expression and isoform variation, and quantitative image annotations.
Year
DOI
Venue
2016
10.1007/s40484-016-0061-6
Quantitative biology (Beijing, China)
Keywords
DocType
Volume
RNA-seq,genomics,image genomics,precision medicine,quantitative imaging,radiogenomics,systems biology,transcriptomics
Journal
4
Issue
ISSN
Citations 
1
2095-4689
0
PageRank 
References 
Authors
0.34
11
4
Name
Order
Citations
PageRank
Amal Katrib100.34
William Hsu210113.30
Alex Bui331848.20
Yi Xing400.34