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. 2015 May 18;6:344. doi: 10.3389/fpls.2015.00344

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Copyright © 2015 Aliferis, Chamoun and Jabaji.

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) or licensor 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.

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Developed pipeline for the discovery of willow's metabolic biomarkers following inoculation with the AMF Rhizophagus irregularis. After sampling (A), four subsequent steps were applied: (B) chemical analyses by integrating three analytical platforms, (C) data pre-processing and analyses, (D) statistical analyses and biomarker discovery, and (E) construction of metabolic networks, for the global visualization of changes in the global metabolic network of willow in response to mycorrhization.