| Literature DB >> 29535755 |
Youssef Rouphael1, Giampaolo Raimondi1, Luigi Lucini2, Petronia Carillo3, Marios C Kyriacou4, Giuseppe Colla5, Valerio Cirillo1, Antonio Pannico1, Christophe El-Nakhel1, Stefania De Pascale1.
Abstract
Interest in the role of small bioactive moleEntities:
Keywords: Solanum lycopersicum L; benzimidazole; gas exchange; hormone-like activity; ion homeostasis; metabolomics; salt stress
Year: 2018 PMID: 29535755 PMCID: PMC5835327 DOI: 10.3389/fpls.2018.00249
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
Figure 1Heat map analysis summarizing the plant responses to NaCl concentration in the nutrient solution and OMP treatments. Results were calculated as Logarithm base 2 (Log2) of untreated and OMP-treated plants under to salinity levels (1 or 75 mM NaCl) and were visualized using a false color scale with red indicating an increase and blue a decrease of plants values compared to values relative to those in control condition. No differences were visualized by white squares.
Figure 2Effects of NaCl concentration in the nutrient solution and omeprazole application on plant height (A), number of leaves per plant (B), total leaf area (C), and shoot dry biomass (D) of greenhouse tomato plants. Different letters indicate significant differences according to Duncan's test (P = 0.05). The values are the means of four replicate samples. Vertical bars indicate ± SE of means.
Figure 3Effects of NaCl concentration in the nutrient solution and omeprazole application on root dry weight (A), total root length (B), total root surface (C), and root-to-shoot ratio (D) of greenhouse tomato plants. Different letters indicate significant differences according to Duncan's test (P = 0.05). Vertical bars indicate ± SE of means.
Figure 4Mean effects of NaCl concentration in the nutrient solution and omeprazole application on yield of greenhouse tomato plants. Different letters indicate significant differences according to Duncan's test (P = 0.05). The values are the means of four replicate samples. Vertical bars indicate ± SE of means. ns, **, *** Nonsignificant or significant at P ≤ 0.01, and 0.001.
Analysis of variance and mean comparisons for leaf water potential (Ψl), relative water content (RWC) of apical and basal leaves, net CO2 assimilation rate (ACO2), stomatal resistance (rs), transpiration rate (E), and water use efficiency (WUE) of tomato plants grown under two salinity levels and treated with omeprazole (OMP) at three rates of application.
| Salinity (S) | *** | *** | * | * | |||
| Omeprazole (OMP) | * | * | ** | * | |||
| S × O | |||||||
| 1 | −1.39a | 83.88 | 91.51 | 6.22a | 16.84b | 1.78 | 3.58a |
| 75 | −1.90b | 77.33 | 86.94 | 3.95b | 20.64a | 1.69 | 2.35b |
| 0 | −1.58 | 83.37a | 95.57 | 3.87b | 22.06a | 1.41b | 3.02 |
| 10 | −1.54 | 76.36b | 81.36 | 5.46a | 18.65ab | 1.70ab | 2.95 |
| 100 | −1.81 | 82.10a | 91.81 | 5.92a | 15.52b | 2.03a | 2.93 |
| 1 mM NaCl × 0 μM OMP | −1.42 | 83.29 | 96.66 | 5.22 | 19.86 | 1.38 | 4.13 |
| 1 mM NaCl × 10 μM OMP | −1.28 | 83.08 | 80.14 | 6.36 | 17.73 | 1.66 | 3.41 |
| 1 mM NaCl × 100 μM OMP | −1.46 | 85.28 | 93.93 | 7.09 | 12.91 | 2.27 | 3.16 |
| 75 mM NaCl × 0 μM OMP | −1.74 | 83.44 | 92.31 | 2.53 | 24.25 | 1.46 | 1.37 |
| 75 mM NaCl × 10 μM OMP | −1.80 | 69.64 | 82.57 | 4.56 | 19.56 | 1.73 | 2.64 |
| 75 mM NaCl × 100 μM OMP | −2.15 | 78.92 | 88.63 | 4.75 | 18.12 | 1.79 | 2.70 |
ns, .
Analysis of variance and mean comparisons for nitrate, phosphate, potassium, calcium, magnesium, sodium and chloride ions in leaves and roots of tomato plants grown under two salinity levels and treated with omeprazole (OMP) at three rates of application.
| Salinity (S) | *** | *** | *** | * | *** | *** | *** | *** | *** | *** | *** | *** | ||
| Omeprazole (OMP) | ** | ** | * | * | * | * | ||||||||
| S × O | * | ** | * | * | ||||||||||
| 1 | 24.33a | 26.29a | 23.1a | 8.81a | 39.46a | 26.45a | 18.99 | 4.10a | 4.80 | 1.83a | 2.82b | 1.94b | 10.16b | 4.19b |
| 75 | 3.32b | 3.24b | 16.0b | 6.37b | 26.42b | 9.83b | 20.34 | 2.28b | 5.15 | 1.24b | 81.12a | 17.89a | 173.94a | 21.11a |
| 0 | 11.96b | 9.89b | 11.3 | 6.99 | 34.23 | 14.04b | 16.95b | 2.77 | 4.75 | 1.47b | 48.63 | 9.84 | 99.81a | 12.83 |
| 10 | 14.90a | 16.09a | 19.0 | 7.10 | 31.27 | 19.75a | 20.73a | 3.12 | 5.16 | 1.40b | 43.04 | 9.63 | 94.28ab | 12.32 |
| 100 | 14.61a | 18.31a | 20.0 | 8.68 | 33.32 | 20.63a | 21.31a | 3.68 | 5.01 | 1.73a | 34.25 | 10.27 | 82.06b | 12.81 |
| 1 mM NaCl × 0 μM OMP | 21.19 | 17.33b | 22.8 | 8.92 | 40.61 | 20.76 | 16.00 | 3.53 | 4.62 | 1.8b | 1.9c | 1.75 | 8.29c | 3.35 |
| 1 mM NaCl × 10 μM OMP | 25.84 | 28.43a | 22.7 | 7.49 | 37.51 | 28.11 | 21.47 | 3.95 | 4.91 | 1.43c | 3.67c | 1.52 | 10.89c | 3.49 |
| 1 mM NaCl × 100 μM OMP | 25.96 | 33.12a | 23.9 | 10.02 | 40.26 | 30.48 | 19.49 | 4.83 | 4.86 | 2.25a | 2.9c | 2.53 | 11.29c | 5.74 |
| 75 mM NaCl × 0 μM OMP | 2.73 | 2.46c | 16.4 | 5.06 | 27.85 | 7.32 | 17.90 | 2.01 | 4.88 | 1.14c | 95.35a | 17.92 | 191.33a | 22.30 |
| 75 mM NaCl × 10 μM OMP | 3.96 | 3.74c | 15.4 | 6.71 | 25.04 | 11.39 | 19.99 | 2.30 | 5.41 | 1.37c | 82.41ab | 17.73 | 177.66a | 21.15 |
| 75 mM NaCl × 100 μM OMP | 3.27 | 3.5c | 16.3 | 7.34 | 26.37 | 10.78 | 23.14 | 2.53 | 5.16 | 1.21c | 65.6b | 18.01 | 152.84b | 19.88 |
ns, .
Figure 5Unsupervised hierarchical cluster analysis of leaf samples from metabolomic profile of tomato plants grown under nonsaline (1 mM NaCl) or saline nutrient solution (75 mM NaCl), following OMP application at three rates (0, 10, or 100 μM). Clustering was carried out on both conditions (treatments, vertical dendrogram) and compounds (metabolites, horizontal dendrogram). Dendrograms were built on the basis of fold-change based heat map (similarity: Euclidean, linkage rule: Ward).
Figure 6Orthogonal Projections to Latent Structures Discriminant Analysis (OPLS-DA) on tomato leaves metabolome from plants grown under nonsaline (1 mM NaCl) or saline nutrient solution (75 mM NaCl), following OMP application at three rates (0, 10, or 100 μM). Individual replications are given in the class prediction model score plot.
Leaf metabolites discriminating tomato plants under two salinity levels and treated with omeprazole (OMP) at three rates of application.
| L-asparagine | 1.33 | 0.89 | −4.13 | Down | −3.18 | Down |
| L-cystathionine | 1.33 | 1.31 | 0.00 | Down | −1.50 | Down |
| L-lysine | 1.39 | 0.73 | 0.52 | Up | ||
| L-saccharopine | 1.31 | 0.45 | 0.00 | Down | ||
| brassinolide | 1.38 | 0.36 | −0.37 | Down | −2.98 | Down |
| oxindole-3-acetyl-aspartate-N-beta-glucosyl-beta-1,4-glucose | 1.30 | 0.39 | −6.66 | Down | −1.75 | Down |
| a 2-oxindole-3-acetyl-hexose | 1.64 | 0.54 | −4.40 | Down | ||
| indole-3-acetyl-tryptophan | 1.56 | 0.43 | 6.72 | Up | ||
| gibberellin Asub34/sub | 1.47 | 0.17 | 20.34 | Up | ||
| gibberellin Asub98/sub | 1.39 | 0.85 | −5.29 | Down | −1.35 | Down |
| gibberellin Asub51/sub-catabolite | 1.32 | 0.67 | −9.51 | Down | ||
| trans-zeatin ribosidetriphosphate | 1.38 | 0.96 | 0.00 | Down | −3.92 | Down |
| (+)-cis-abscisic aldehyde | 1.38 | 1.00 | 9.30 | Up | ||
| dihydroxyphaseic acid | 1.36 | 0.86 | 5.48 | Up | −0.03 | Down |
| methyl jasmonate | 1.36 | 1.08 | 0.59 | Up | −0.01 | Down |
| 9,10-epoxystearate | 1.35 | 0.65 | 0.37 | Up | ||
| (9R,10S)-dihydroxystearate | 1.34 | 0.66 | 0.45 | Up | ||
| 1-18:0-2-18:1-phosphatidylethanolamine | 1.43 | 0.79 | 1.40 | Up | ||
| 1-16:0-2-18:3-diacylglycerol-trimethylhomoserine | 1.39 | 0.93 | 4.94 | Up | −1.56 | Down |
| 1-18:3-2-16:3-monogalactosyldiacylglycerol | 1.31 | 0.96 | 0.01 | Up | −0.23 | Down |
| 1-18:1-2-16:1-monogalactosyldiacylglycerol | 1.39 | 0.57 | 10.83 | Up | −6.62 | Down |
| 1-18:1-2-16:0-monogalactosyldiacylglycerol | 1.36 | 1.23 | 9.91 | Up | −0.14 | Down |
| 1-18:2-2-18:2-monogalactosyldiacylglycerol | 1.31 | 0.90 | −0.21 | Down | −0.38 | Down |
| 1-18:1-2-16:0-phosphatidylglycerol | 1.38 | 0.91 | 5.20 | Up | −2.57 | Down |
| 1,2-dipalmitoyl-phosphatidylcholine | 1.37 | 0.40 | −5.29 | Down | −3.94 | Down |
| 1-18:1-2-18:3-phosphatidylcholine | 1.43 | 0.45 | −0.15 | Down | −2.57 | Down |
| 1-18:3-2-18:2-phosphatidylcholine | 1.38 | 0.58 | 0.11 | Up | −0.19 | Down |
| 1-18:1-2-18:1-sn-glycerol-3-phosphocholine | 1.37 | 1.06 | 0.09 | Up | −0.60 | |
| 1-18:3-2-18:3-phosphatidylcholine | 1.35 | 0.65 | −0.13 | Down | −2.41 | Down |
| 1-18:3-2-18:1-phosphatidylcholine | 1.32 | 0.68 | −0.15 | Down | −0.60 | Down |
| linolenate | 1.34 | 0.74 | 6.84 | Up | ||
| (9S,10S)-9,10-dihydroxyoctadecanoate | 1.34 | 0.66 | 0.26 | Up | ||
| 4-alpha-carboxy-5-alpha-cholesta-8,24-dien-3-beta-ol | 1.31 | 0.93 | 18.25 | Up | −4.50 | Down |
| zealexin A1 | 1.42 | 0.71 | 0.05 | Up | −1.65 | Down |
| zealexin A3 | 1.34 | 0.87 | 0.44 | Up | ||
| parthenolide | 1.38 | 1.00 | 9.30 | Up | ||
| germacra-1(10),4,11(13)-trien-12-oate | 1.42 | 0.71 | −5.10 | Down | −1.65 | Down |
| 3-beta-hydroxycostunolide | 1.38 | 1.00 | 9.30 | Up | ||
| 3-hydroxylubimin | 1.50 | 0.55 | 4.21 | Up | Down | |
| 2-dehydrolubimin | 1.33 | 0.78 | −4.83 | Down | ||
| 10-deoxysarpagine | 1.38 | 0.80 | −5.41 | Down | −1.44 | Down |
| vellosimine | 1.36 | 0.37 | −0.20 | Down | ||
| 17-O-acetylajmaline | 1.35 | 1.03 | 0.08 | Up | ||
| 1,3,7,9-tetramethylurate | 1.39 | 1.15 | −4.22 | Down | −0.08 | Down |
| (S)-n-methylcanadine | 1.40 | 1.05 | 5.16 | Up | −0.08 | Down |
| quinidinone | 1.40 | 0.62 | 0.42 | Up | −5.61 | Down |
| cinchoninone | 1.36 | 0.37 | −4.84 | Down | ||
| lupanine | 1.34 | 0.60 | −0.02 | Down | ||
| 17-oxosparteine | 1.34 | 0.60 | −0.02 | Down | ||
| glyceollin I/II | 1.38 | 1.06 | 0.00 | Down | ||
| maysin | 1.35 | 0.56 | −3.19 | Down | ||
| 1-naphthol glucoside | 1.38 | 0.87 | 0.54 | Up | ||
| tetramethylmyricetin/tetramethylquercetagetin | 1.32 | 0.67 | 0.14 | Up | ||
| 2′-hydroxy 3,6,7,4′-tetramethylquercetagetin | 1.32 | 0.58 | 0.53 | Up | −0.49 | Down |
| cyanidin 3-O-glucoside-7-O-(6-O-(p-hydroxybenzoyl)-glucoside) | 1.31 | 0.65 | 4.88 | Up | −0.07 | Down |
| cyanidin 3-O-glucoside-7-O-(6-O-(4-O(6-O-(p-hydroxybenzoyl)-glucosyl)-oxybenzoyl)-glucoside) | 1.49 | 0.65 | −2.81 | Down | ||
| cinnamaldehyde | 1.43 | 0.63 | 14.91 | Up | ||
| beta-D-glucosyl-2-hydroxycinnamate | 1.40 | 0.68 | 0.48 | Up | −0.62 | Down |
| protoporphyrin IX | 1.38 | 0.35 | −8.53 | Down | ||
| uroporphyrinogen-III | 1.41 | 0.94 | −0.11 | Down | ||
| 3,4,3′,4′-tetradehydroisozeaxanthin | 1.41 | 0.55 | 6.19 | Up | ||
| capsanthin | 1.34 | 0.86 | 0.12 | Up | −0.14 | Down |
| sulcatone | 1.31 | 0.58 | 0.00 | Down | ||
| caloxanthin | 1.34 | 0.86 | 0.12 | Up | −0.14 | Down |
| 5,6-epoxy-3-hydroxy-9-apo-beta;-caroten-9-one | 1.36 | 1.08 | 0.42 | Up | −0.01 | Down |
| zeinoxanthin | 1.43 | 1.05 | 0.24 | Up | −0.08 | Down |
| dihydroxyferuloyl-sinapoyl spermidine | 1.38 | 0.54 | 0.00 | Down | −3.72 | Down |
| acetylspermidine | 1.39 | 0.46 | ||||
| tyramine | 1.69 | 0.45 | 0.00 | Up | −7.96 | Down |
| cinnamoyltyramine | 1.31 | 0.88 | −4.92 | Down | ||
| a 5,6,7,8-tetrahydropteridine | 1.35 | 0.35 | 5.53 | Up | ||
| 6-hydroxymethyl-7,8-dihydropterin | 1.34 | 1.25 | 0.21 | Up | −2.88 | Down |
| tetrahydropteroyl-α-glutamylglutamate | 1.33 | 0.80 | 0.03 | Up | −5.91 | Down |
| L-dopachrome | 1.33 | 0.66 | −0.08 | Down | −1.06 | Down |
| 6,7-dimethyl-8-(1-D-ribityl)lumazine | 1.33 | 0.97 | 0.00 | Down | −1.73 | Down |
| (R)-pantoate | 1.43 | 0.47 | 0.54 | Up | ||
| dehydroascorbate (bicyclicform) | 1.38 | 0.49 | −0.31 | Down | ||
| a plastoquinone | 1.44 | 0.82 | 0.09 | Up | ||
| an N-acetyl-D-hexosamine | 1.40 | 0.55 | −0.09 | Down | −0.82 | Down |
| 9-methylthiononylhydroximoyl-glutathione | 1.32 | 0.70 | 15.32 | Up | −4.79 | Down |
| 7-methylthioheptyldesulfoglucosinolate | 1.31 | 0.88 | 5.87 | Up | ||
Compounds were gained through UHPLC-ESI/QTOF-MS metabolomics and selected by OPLS-DA discriminant analysis followed by VIP (Variables of Importance in Projection) analysis. Compounds are grouped in functional classes and provided together with VIP score, VIP score standard error, as well as fold-change analysis.
Figure 7Principal component loading plot and scores of principal component analysis (PCA) of morphological, physiological traits and ion contents of greenhouse tomato grown under nonsaline (1 mM NaCl) or saline nutrient solution (75 mM NaCl), following OMP application at three rates (0, 10, or 100 μM).