期刊
BMC GENOMICS
卷 14, 期 -, 页码 -出版社
BMC
DOI: 10.1186/1471-2164-14-893
关键词
Statistical integration; OnPLS; Poplar; Oxidative stress; Systems biology
资金
- Swedish University of Agricultural Sciences from the Swedish Research Council FORMAS/SIDA
- Swedish Foundation for Strategic Research
- Swedish Foundation for National Cooperation in Research and Higher Education
- Kempe Foundation
- Swedish Governmental Agency for Innovation Systems through the UPSC Berzelii Centre for Forest Biotechnology
- BIOIMPROVE Bioimprove - Improved biomass and bioprocessing properties of wood program
- Swedish Research Council Formas
Background: Reactive oxygen species (ROS) are involved in the regulation of diverse physiological processes in plants, including various biotic and abiotic stress responses. Thus, oxidative stress tolerance mechanisms in plants are complex, and diverse responses at multiple levels need to be characterized in order to understand them. Here we present system responses to oxidative stress in Populus by integrating data from analyses of the cambial region of wild-type controls and plants expressing high-isoelectric-point superoxide dismutase (hipI-SOD) transcripts in antisense orientation showing a higher production of superoxide. The cambium, a thin cell layer, generates cells that differentiate to form either phloem or xylem and is hypothesized to be a major reason for phenotypic perturbations in the transgenic plants. Data from multiple platforms including transcriptomics (microarray analysis), proteomics (UPLC/QTOF-MS), and metabolomics (GC-TOF/MS, UPLC/MS, and UHPLC-LTQ/MS) were integrated using the most recent development of orthogonal projections to latent structures called OnPLS. OnPLS is a symmetrical multi-block method that does not depend on the order of analysis when more than two blocks are analysed. Significantly affected genes, proteins and metabolites were then visualized in painted pathway diagrams. Results: The main categories that appear to be significantly influenced in the transgenic plants were pathways related to redox regulation, carbon metabolism and protein degradation, e. g. the glycolysis and pentose phosphate pathways (PPP). The results provide system-level information on ROS metabolism and responses to oxidative stress, and indicate that some initial responses to oxidative stress may share common pathways. Conclusion: The proposed data evaluation strategy shows an efficient way of compiling complex, multi-platform datasets to obtain significant biological information.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据