TY - JOUR
T1 - Metabolite-centric reporter pathway and tripartite network analysis of Arabidopsis under cold stress
AU - Koç, Ibrahim
AU - Yuksel, Isa
AU - Caetano-Anollés, Gustavo
N1 - Publisher Copyright:
© 2018 Koç, Yuksel and Caetano-Anollés.
PY - 2018/9/11
Y1 - 2018/9/11
N2 - The study of plant resistance to cold stress and the metabolic processes underlying its molecular mechanisms benefit crop improvement programs. Here we investigate the effects of cold stress on the metabolic pathways of Arabidopsis when directly inferred at system level from transcriptome data. A metabolite-centric reporter pathway analysis approach enabled the computation of metabolites associated with transcripts at four time points of cold treatment. Tripartite networks of gene-metabolite-pathway connectivity outlined the response of metabolites and pathways to cold stress. Our metabolome-independent analysis revealed stress-associated metabolites in pathway routes of the cold stress response, including amino acid, carbohydrate, lipid, hormone, energy, photosynthesis, and signaling pathways. Cold stress first triggered the mobilization of energy from glycolysis and ethanol degradation to enhance TCA cycle activity via acetyl-CoA. Interestingly, tripartite networks lacked power law behavior and scale free connectivity, favoring modularity. Network rewiring explicitly involved energetics, signal, carbon and redox metabolisms and membrane remodeling.
AB - The study of plant resistance to cold stress and the metabolic processes underlying its molecular mechanisms benefit crop improvement programs. Here we investigate the effects of cold stress on the metabolic pathways of Arabidopsis when directly inferred at system level from transcriptome data. A metabolite-centric reporter pathway analysis approach enabled the computation of metabolites associated with transcripts at four time points of cold treatment. Tripartite networks of gene-metabolite-pathway connectivity outlined the response of metabolites and pathways to cold stress. Our metabolome-independent analysis revealed stress-associated metabolites in pathway routes of the cold stress response, including amino acid, carbohydrate, lipid, hormone, energy, photosynthesis, and signaling pathways. Cold stress first triggered the mobilization of energy from glycolysis and ethanol degradation to enhance TCA cycle activity via acetyl-CoA. Interestingly, tripartite networks lacked power law behavior and scale free connectivity, favoring modularity. Network rewiring explicitly involved energetics, signal, carbon and redox metabolisms and membrane remodeling.
KW - Cold stress
KW - Microarray
KW - Network modularity
KW - Pathway analysis
KW - Power law
KW - Reporter metabolite
KW - Reporter pathway
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UR - http://www.scopus.com/inward/citedby.url?scp=85054281671&partnerID=8YFLogxK
U2 - 10.3389/fbioe.2018.00121
DO - 10.3389/fbioe.2018.00121
M3 - Article
C2 - 30258841
AN - SCOPUS:85054281671
SN - 2296-4185
VL - 6
JO - Frontiers in Bioengineering and Biotechnology
JF - Frontiers in Bioengineering and Biotechnology
IS - SEP
M1 - 121
ER -