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Open AccessJournal ArticleDOI

Metabolomic and transcriptomic analysis of the rice response to the bacterial blight pathogen Xanthomonas oryzae pv. oryzae

TLDR
Significant transcriptional induction of several pathogenesis related genes in Xa21 challenged strains, as well as differential changes to GAD, PAL, ICL1 and Glutathione-S-transferase transcripts indicated limited correlation with metabolite changes under single time point global profiling conditions.
Abstract
Bacterial leaf blight (BLB), caused by Xanthomonas oryzae pv. oryzae (Xoo), gives rise to devastating crop losses in rice. Disease resistant rice cultivars are the most economical way to combat the disease. The TP309 cultivar is susceptible to infection by Xoo strain PXO99. A transgenic variety, TP309_Xa21, expresses the pattern recognition receptor Xa21, and is resistant. PXO99 big up tri, openraxST, a strain lacking the raxST gene, is able to overcome Xa21-mediated immunity. We used a single extraction solvent to demonstrate comprehensive metabolomics and transcriptomics profiling under sample limited conditions, and analyze the molecular responses of two rice lines challenged with either PXO99 or PXO99 big up tri, openraxST. LC-TOF raw data file filtering resulted in better within group reproducibility of replicate samples for statistical analyses. Accurate mass match compound identification with molecular formula generation (MFG) ranking of 355 masses was achieved with the METLIN database. GC-TOF analysis yielded an additional 441 compounds after BinBase database processing, of which 154 were structurally identified by retention index/MS library matching. Multivariate statistics revealed that the susceptible and resistant genotypes possess distinct profiles. Although few mRNA and metabolite differences were detected in PXO99 challenged TP309 compared to mock, many differential changes occurred in the Xa21-mediated response to PXO99 and PXO99 big up tri, openraxST. Acetophenone, xanthophylls, fatty acids, alkaloids, glutathione, carbohydrate and lipid biosynthetic pathways were affected. Significant transcriptional induction of several pathogenesis related genes in Xa21 challenged strains, as well as differential changes to GAD, PAL, ICL1 and Glutathione-S-transferase transcripts indicated limited correlation with metabolite changes under single time point global profiling conditions. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s11306-010-0218-7) contains supplementary material, which is available to authorized users.

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Application of natural blends of phytochemicals derived from the root exudates of Arabidopsis to the soil reveal that phenolic-related compounds predominantly modulate the soil microbiome.

TL;DR: Natural blends of phytochemicals present in the root exudates can modulate the soil microbiome in the absence of the plant, implying that phenolic compounds act as specific substrates or signaling molecules for a large group of microbial species in the soil.
Journal ArticleDOI

Identification of Altered Metabolic Pathways in Plasma and CSF in Mild Cognitive Impairment and Alzheimer’s Disease Using Metabolomics

TL;DR: Global metabolic changes in plasma and cerebrospinal fluid from the same individuals with different AD severity are determined and metabolomics could advance the understanding of the early disease mechanisms shared in progression from CN to MCI and to AD.
Journal ArticleDOI

Plant Innate Immunity: Perception of Conserved Microbial Signatures

TL;DR: In plants, coregulatory receptor kinases have been identified that not only are critical for the innate immune response but also serve an essential function in other regulatory signaling pathways.
Journal ArticleDOI

Nitrogen fertilizer rate affects root exudation, the rhizosphere microbiome and nitrogen-use-efficiency of maize

TL;DR: The effect of N fertilizer rate on maize root exudation, the associated rhizosphere microbial community, and nitrogen-use-efficiency and the total abundance of sugars, sugar alcohols, and phenolics was positively correlated with N rate.
References
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Journal ArticleDOI

Controlling the false discovery rate: a practical and powerful approach to multiple testing

TL;DR: In this paper, a different approach to problems of multiple significance testing is presented, which calls for controlling the expected proportion of falsely rejected hypotheses -the false discovery rate, which is equivalent to the FWER when all hypotheses are true but is smaller otherwise.
Journal ArticleDOI

Amino Acid Metabolism in Mammalian Cell Cultures

TL;DR: The present article "is a progress report rather than a review and in large part summarizes studies from a single laboratory" on the minimal essential medium for cultivation of mammalian cells in either monolayer or suspension.
Journal ArticleDOI

The map-based sequence of the rice genome

Takashi Matsumoto, +265 more
- 11 Aug 2005 - 
TL;DR: A map-based, finished quality sequence that covers 95% of the 389 Mb rice genome, including virtually all of the euchromatin and two complete centromeres, and finds evidence for widespread and recurrent gene transfer from the organelles to the nuclear chromosomes.
Journal ArticleDOI

Comparing individual means in the analysis of variance.

John W. Tukey
- 01 Jun 1949 - 
TL;DR: A simple and definite procedure is proposed for dividing treatments into distinguishable groups, and for determining that the treatments within some of these groups are different, although there is not enough evidence to say "which is which."
Journal ArticleDOI

Metabolite profiling for plant functional genomics.

TL;DR: The use of metabolite profiling is described as a new tool for a comparative display of gene function and has the potential not only to provide deeper insight into complex regulatory processes but also to determine phenotype directly.
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