Table 1 Metabolite alterations in the roots and shoots of salt-sensitive (IR28) and salt-tolerant (CSR28) rice seedlings were examined at two timepoints (6 h and 54 h) of high salt treatment.
From: Gene metabolite relationships revealed metabolic adaptations of rice salt tolerance
Root | Shoot | |||||||
---|---|---|---|---|---|---|---|---|
6 h | 54 h | 6 h | 54 h | |||||
CSR28 | IR28 | CSR28 | IR28 | CSR28 | IR28 | CSR28 | IR28 | |
Amino acids | ||||||||
Alpha-Alanine | 2.26 ± 0.09a | 1.83 ± 0.18bc | 1.10 ± 0.11d | − 1.27 ± 0.02e | − 1.08 ± 0.06de | − 1.49 ± 0.04e | 1.96 ± 0.09b | 1.60 ± 0.04c |
Asparagine | 3.15 ± 0.18cd | 11.90 ± 0.28a | 8.94 ± 0.76b | 3.56 ± 0.32c | 2.20 ± 0.07de | 1.80 ± 0.27e | 4.08 ± 0.22c | 3.33 ± 0.25c |
Aspartate | 1.86 ± 0.06c | 2.32 ± 0.08b | 2.80 ± 0.12a | 1.42 ± 0.05d | − 1.60 ± 0.02e | − 1.59 ± 0.02e | − 1.50 ± 0.01e | − 1.69 ± 0.05e |
Beta-Alanine | 2.72 ± 0.24cd | 4.21 ± 0.35bc | 8.08 ± 1.18a | 3.14 ± 0.20cd | 3.86 ± 0.15cd | 9.10 ± 0.44a | 5.48 ± 0.26b | 2.43 ± 0.03d |
Gaba | 3.83 ± 0.25b | − 1.03 ± 0.19d | − 4.50 ± 0.01e | − 1.43 ± 0.03de | − 9.09 ± 0.01e | 1.98 ± 0.31c | 1.81 ± 0.09c | 8.05 ± 0.33a |
Glycine | 1.19 ± 0.02d | 1.48 ± 0.13cd | 2.63 ± 0.16a | 1.34 ± 0.09cd | − 1.13 ± 0.03e | 1.52 ± 0.14c | 1.91 ± 0.09b | − 1.78 ± 0.02f. |
Glutamate | 1.53 ± 0.02b | 1.70 ± 0.06a | 1.24 ± 0.03c | 1.17 ± 0.03cd | − 1.03 ± 0.03e | − 1.07 ± 0.04e | 1.01 ± 0.02e | 1.13 ± 0.05d |
Isoleucine | 18.39 ± 1.31c | 25.43 ± 1.56b | 18.80 ± 1.32c | 4.33 ± 0.36e | 20.77 ± 0.60bc | 10.59 ± 1.40d | 42.86 ± 2.31a | 25.17 ± 2.40b |
Leucine | 12.49 ± 0.69d | 24.86 ± 4.06bc | 9.80 ± 0.73d | 3.01 ± 0.14e | 21.54 ± 1.36c | 14.71 ± 1.06d | 31.06 ± 1.64a | 27.38 ± 1.16ab |
Lysine | 8.14 ± 0.40b | 9.60 ± 0.43b | 16.03 ± 1.89a | 2.87 ± 0.11c | 15.41 ± 0.76a | 13.67 ± 1.31a | 15.01 ± 0.88a | 6.91 ± 0.36b |
Methionine | 10.49 ± 1.05a | 6.89 ± 0.43b | 7.51 ± 0.91b | 2.06 ± 0.16e | 4.57 ± 0.17cd | 3.88 ± 0.32cd | 5.22 ± 0.11c | 3.02 ± 0.36de |
Phenylalanine | 3.44 ± 0.21e | 4.82 ± 0.13d | 8.05 ± 0.13c | 4.84 ± 0.09d | 10.93 ± 0.25b | 8.31 ± 0.18c | 16.93 ± 0.29a | 10.18 ± 1.20b |
Proline | 4.47 ± 0.30d | 3.81 ± 0.28d | 12.93 ± 0.81b | 14.45 ± 1.2b | 8.69 ± 0.46c | 3.60 ± 0.26d | 36.05 ± 2.11a | 15.39 ± 1.22b |
Putrescine | − 1.80 ± 0.02cd | − 1.01 ± 0.03b | − 1.82 ± 0.06cd | − 2.26 ± 0.04d | − 1.81 ± 0.05cd | − 1.46 ± 0.03c | 1.16 ± 0.06a | − 1.02 ± 0.04b |
Serine | 4.84 ± 0.47c | 8.65 ± 0.55a | 5.93 ± 0.32b | 3.80 ± 0.20d | 2.14 ± 0.05e | 1.95 ± 0.09e | 5.21 ± 0.16bc | 5.33 ± 0.36bc |
Threonine | 4.32 ± 0.47c | 7.31 ± 0.36a | 7.77 ± 0.31a | 4.48 ± 0.58c | 2.63 ± 0.08d | 2.24 ± 0.17d | 5.76 ± 0.20b | 3.03 ± 0.16d |
Tyrosine | 2.82 ± 0.09d | 3.32 ± 0.13cd | 2.91 ± 0.22d | 1.20 ± 0.07e | 6.99 ± 0.21a | 5.27 ± 0.51b | 6.43 ± 0.26a | 3.96 ± 0.31c |
Valine | 5.50 ± 0.17e | 9.23 ± 0.87cd | 12.10 ± 1.19b | 2.28 ± 0.21f. | 8.41 ± 0.41d | 4.44 ± 0.36e | 16.39 ± 0.55a | 10.41 ± 0.34bc |
Sugars and sugar alcohols | ||||||||
Glucose | 1.05 ± 0.03c | 2.25 ± 0.17a | − 4.13 ± 0.02f. | − 1.89 ± 0.04e | − 1.29 ± 0.01d | 1.44 ± 0.07b | 1.32 ± 0.09b | 2.05 ± 0.02a |
Glycerol | 1.13 ± 0.06b | 1.22 ± 0.08ab | − 1.75 ± 0.02e | − 1.34 ± 0.04d | − 1.04 ± 0.07c | 1.36 ± 0.04a | 1.34 ± 0.03a | 1.21 ± 0.05ab |
Fructose | − 1.34 ± 0.02c | − 1.68 ± 0.02d | − 11.11 ± 0.01e | − 6.76 ± 0.02e | − 1.27 ± 0.03c | 1.36 ± 0.09b | 1.41 ± 0.06b | 1.84 ± 0.07a |
Myoinositol | 1.04 ± 0.02c | 1.02 ± 0.01c | 1.79 ± 0.05a | 1.23 ± 0.04b | − 1.28 ± 0.03e | − 1.10 ± 0.02d | − 1.13 ± 0.02d | − 1.12 ± 0.04d |
Raffinose | 18.12 ± 0.28d | 26.93 ± 0.94c | 45.24 ± 4.00a | 40.39 ± 1.3b | 2.55 ± 0.17e | 6.09 ± 0.51e | 2.32 ± 0.15e | 3.00 ± 0.12e |
Organic acids | ||||||||
Alpha-Ketoglutarate | − 2.16 ± 0.02cd | − 1.79 ± 0.04c | − 3.42 ± 0.02d | − 1.81 ± 0.04c | − 1.12 ± 0.03b | 2.75 ± 0.15a | − 1.67 ± 0.03c | 1.03 ± 0.06b |
Citrate | 1.28 ± 0.04c | 1.63 ± 0.07c | 3.49 ± 0.19b | 8.44 ± 0.26a | − 2.65 ± 0.02d | − 1.74 ± 0.04d | − 1.75 ± 0.03d | − 1.81 ± 0.01d |
Fumarate | − 2.02 ± 0.04de | − 2.31 ± 0.03e | − 2.42 ± 0.03e | − 1.75 ± 0.03cd | − 1.60 ± 0.04bc | − 2.26 ± 0.02e | − 1.27 ± 0.04a | − 1.46 ± 0.05ab |
Glycerate | 1.23 ± 0.09b | 1.43 ± 0.15a | 1.22 ± 0.03b | 1.03 ± 0.04c | − 3.65 ± 0.01f. | − 1.56 ± 0.02de | − 1.95 ± 0.01e | − 1.28 ± 0.03d |
Glycolate | − 1.69 ± 0.05b | − 1.45 ± 0.07b | 1.17 ± 0.14a | − 1.75 ± 0.04b | − 1.49 ± 0.04b | 1.12 ± 0.10a | 1.30 ± 0.11a | 1.11 ± 0.04a |
Hydroxyglutarate | 4.92 ± 0.52a | 1.33 ± 0.06bc | 1.56 ± 0.06b | − 1.49 ± 0.05d | − 1.20 ± 0.03cd | − 1.08 ± 0.05cd | 1.14 ± 0.04bcd | − 1.07 ± 0.04cd |
Isocitrate | 1.07 ± 0.02c | 1.26 ± 0.09c | 2.56 ± 0.14b | 4.13 ± 0.09a | − 1.92 ± 0.03d | − 1.43 ± 0.08d | − 2.01 ± 0.02d | − 1.71 ± 0.05d |
Lactate | 1.04 ± 0.15ab | − 1.05 ± 0.13abc | − 1.05 ± 0.06abc | − 1.08 ± 0.03abc | − 1.37 ± 0.06c | − 1.10 ± 0.03abc | − 1.23 ± 0.05bc | 1.20 ± 0.13a |
Malate | − 1.85 ± 0.01c | − 1.32 ± 0.04a | − 2.66 ± 0.03e | − 1.20 ± 0.04a | − 2.06 ± 0.01cd | − 1.59 ± 0.03b | − 2.50 ± 0.02e | − 2.21 ± 0.01de |
Malonate | − | − | − | − | − 2.16 ± 0.02b | − 2.18 ± 0.01b | − 2.31 ± 0.02b | − 1.95 ± 0.01a |
Pyruvate | − 1.24 ± 0.03c | − 1.04 ± 0.08b | − 1.42 ± 0.02cd | − 1.68 ± 0.07d | − 1.64 ± 0.03d | 1.05 ± 0.06ab | − 1.52 ± 0.03cd | 1.11 ± 0.04a |
Quinate | − 1.37 ± 0.06c | − 1.13 ± 0.02b | 1.01 ± 0.05a | − 1.38 ± 0.03c | − 3.21 ± 0.00d | − 3.16 ± 0.02d | − 4.90 ± 0.01e | − 3.47 ± 0.01de |
Shikimate | 1.12 ± 0.02b | 1.57 ± 0.16a | 1.36 ± 0.09a | 1.44 ± 0.11a | − 2.15 ± 0.01c | − 2.02 ± 0.03c | − 3.55 ± 0.01c | − 3.21 ± 0.02c |
Succinate | − 1.56 ± 0.02c | − 1.16 ± 0.03b | − 1.71 ± 0.03c | − 1.56 ± 0.03c | − 1.07 ± 0.02b | 1.47 ± 0.07a | − 1.07 ± 0.05b | − 1.08 ± 0.04b |