Data Integration in Poplar: ‘Omics Layers and Integration Strategies
- 1The University of Tennessee, Knoxville, United States
- 2Oak Ridge National Laboratory, United States
- 3University of Tennessee, Knoxville, United States
Populus trichocarpa is an important biofuels feedstock that has been the target of extensive research, and is emerging as a model organism for plants, especially woody perennials. This research has generated several large `omics datasets. However, only few studies in Populus have attempted to integrate various data types. This review will summarize various `omics data layers, focusing on their application in Populus species. Subsequently, network and signal processing techniques for the integration and analysis of these data types will be discussed, with particular reference to examples in Populus.
Keywords: data integration, Populus, Transcriptomics, Multi-omic data, Genomics, Metabolomics, transposable elements, DNA Methylation, networks, Signal processing, Wavelet Transform
Received: 23 Mar 2019;
Accepted: 20 Aug 2019.
Copyright: © 2019 Weighill, Tschaplinski, Tuskan and Jacobson. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Dr. Daniel Jacobson, Oak Ridge National Laboratory, Oak Ridge, United States, firstname.lastname@example.org