TY - JOUR
T1 - Combinatorial interaction network of transcriptomic and phenotypic responses to nitrogen and hormones in the Arabidopsis thaliana root
AU - Ristova, Daniela
AU - Carré, Clément
AU - Pervent, Marjorie
AU - Medici, Anna
AU - Kim, Grace Jaeyoon
AU - Scalia, Domenica
AU - Ruffel, Sandrine
AU - Birnbaum, Kenneth D.
AU - Lacombe, Benoît
AU - Busch, Wolfgang
AU - Coruzzi, Gloria M.
AU - Krouk, Gabriel
N1 - Funding Information:
This work, especially the modeling procedures, was supported by the French Agence Nationale de la Recherche (ANR) (NitroNet: ANR 11 PDOC 020 01) and the CNRS (PEPS Bio math Info 2012-2013: SuperRegNet). Genome-wide approaches were supported by European- FP7-International Outgoing Fellowships (Marie Curie) (AtSYSTM-BIOL; PIOF-GA-2008-220157) to G.K. C.C. work was supported by the Labex NUMEV (SuperRegNet). Work on networks was supported by NIH R01-GM032877 to G.M.C. Results on root architecture responses were supported by NSF MCB-0929338 to G.M.C.
PY - 2016/10/25
Y1 - 2016/10/25
N2 - Plants form the basis of the food webs that sustain animal life. Exogenous factors, such as nutrients and sunlight, and endogenous factors, such as hormones, cooperate to control both the growth and the development of plants. We assessed how Arabidopsis thaliana integrated nutrient and hormone signaling pathways to control root growth and development by investigating the effects of combinatorial treatment with the nutrients nitrate and ammonium; the hormones auxin, cytokinin, and abscisic acid; and all binary combinations of these factors. We monitored and integrated short-term genome-wide changes in gene expression over hours and longterm effects on root development and architecture over several days. Our analysis revealed trends in nutrient and hormonal signal cross-talk and feedback, including responses that exhibited logic gate behavior, which means that they were triggered only when specific combinations of signals were present. From the data, we developed a multivariate network model comprising the signaling molecules, the early gene expression modulation, and the subsequent changes in root phenotypes. This multivariate network model pinpoints several genes that play key roles in the control of root development and may help understand how eukaryotes manage multifactorial signaling inputs.
AB - Plants form the basis of the food webs that sustain animal life. Exogenous factors, such as nutrients and sunlight, and endogenous factors, such as hormones, cooperate to control both the growth and the development of plants. We assessed how Arabidopsis thaliana integrated nutrient and hormone signaling pathways to control root growth and development by investigating the effects of combinatorial treatment with the nutrients nitrate and ammonium; the hormones auxin, cytokinin, and abscisic acid; and all binary combinations of these factors. We monitored and integrated short-term genome-wide changes in gene expression over hours and longterm effects on root development and architecture over several days. Our analysis revealed trends in nutrient and hormonal signal cross-talk and feedback, including responses that exhibited logic gate behavior, which means that they were triggered only when specific combinations of signals were present. From the data, we developed a multivariate network model comprising the signaling molecules, the early gene expression modulation, and the subsequent changes in root phenotypes. This multivariate network model pinpoints several genes that play key roles in the control of root development and may help understand how eukaryotes manage multifactorial signaling inputs.
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U2 - 10.1126/scisignal.aaf2768
DO - 10.1126/scisignal.aaf2768
M3 - Article
C2 - 27811143
AN - SCOPUS:84994013303
SN - 1945-0877
VL - 9
JO - Science signaling
JF - Science signaling
IS - 451
M1 - rs13
ER -