Clustering data with hclust algorithm for (Study ST001648)
(Analysis AN002694)| Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 | F15 | F16 | F17 | F18 | F19 | F20 | F21 | F22 | F23 | F24 | F25 | F26 | F27 | F28 | F29 | F30 | F31 | F32 | F33 | F34 | F35 | F36 | F37 | F38 | F39 | F40 | F41 | F42 | F43 | F44 | F45 | F46 | F47 | F48 | F49 | F50 | F51 | F52 | F53 | F54 | F55 | F56 | F57 | F58 | F59 | F60 | F61 | F62 | F63 | F64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| galactose | ME388322 | 1.42 | 1.96 | 1.79 | 1.60 | 1.19 | 1.08 | 1.00 | 0.99 | 0.24 | 0.24 | 0.21 | 0.23 | 0.40 | 0.40 | 0.42 | 0.37 | 1.13 | 1.10 | 1.00 | 1.28 | 0.64 | 1.08 | 0.68 | 0.80 | 0.67 | 0.62 | 0.63 | 0.75 | 0.77 | 0.91 | 0.72 | 0.67 | 0.90 | 0.77 | 0.57 | 0.50 | 0.99 | 0.81 | 0.57 | 0.78 | 0.49 | 0.44 | 0.46 | 0.22 | 1.40 | 2.09 | 1.80 | 1.60 | 1.49 | 1.50 | 1.34 | 1.52 | 2.15 | 3.52 | 2.50 | 1.63 | 0.68 | 0.73 | 0.71 | 0.74 | 0.91 | 1.51 | 0.81 | 0.90 |
| gluconic acid | ME388361 | 0.71 | 0.72 | 0.77 | 0.73 | 1.33 | 1.14 | 1.20 | 1.22 | 0.60 | 0.52 | 0.54 | 0.67 | 0.81 | 0.91 | 0.87 | 0.82 | 0.95 | 1.19 | 1.13 | 1.20 | 1.33 | 1.10 | 1.45 | 1.29 | 1.33 | 1.21 | 1.12 | 1.44 | 1.00 | 0.87 | 0.92 | 0.93 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| aconitic acid | ME388347 | 0.32 | 0.40 | 0.46 | 0.17 | 0.18 | 0.16 | 0.15 | 0.14 | 0.12 | 0.10 | 0.28 | 0.16 | 0.45 | 0.31 | 0.25 | 0.25 | 0.32 | 0.32 | 0.31 | 0.08 | 1.16 | 1.26 | 1.02 | 1.20 | 0.77 | 0.63 | 0.55 | 0.55 | 0.23 | 0.39 | 0.14 | 0.17 | 0.58 | 0.64 | 0.70 | 0.65 | 0.76 | 0.90 | 0.73 | 0.56 | 0.47 | 0.39 | 0.52 | 0.46 | 1.30 | 1.31 | 1.48 | 1.12 | 0.72 | 1.22 | 0.97 | 1.08 | 0.52 | 0.63 | 0.47 | 0.46 | 1.30 | 1.62 | 1.19 | 1.40 | 5.77 | 7.64 | 7.30 | 6.11 |
| 5-hydroxytryptamine | ME388378 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | 0.55 | 0.46 | 0.53 | 0.65 | 0.33 | 0.31 | 0.22 | 0.44 | 0.12 | 0.12 | 0.13 | 0.11 | 1.23 | 1.46 | 0.84 | 1.18 | 1.05 | 1.15 | 0.96 | 1.05 | 0.21 | 0.22 | 0.20 | 0.21 | 0.87 | 1.09 | 0.72 | 0.89 | 3.67 | 3.29 | 4.01 | 3.72 |
| galactinol | ME388321 | 0.16 | 0.21 | 0.17 | 0.15 | 1.66 | 1.59 | 1.84 | 1.54 | 0.30 | 0.23 | 0.22 | 0.25 | 0.80 | 0.90 | 0.76 | 0.73 | 0.43 | 0.37 | 0.42 | 0.51 | 0.62 | 0.90 | 0.75 | 0.70 | 1.05 | 1.08 | 1.03 | 1.02 | 0.19 | 0.15 | 0.25 | 0.27 | 1.37 | 2.16 | 1.36 | 1.30 | 1.27 | 1.51 | 1.47 | 1.42 | 2.09 | 2.17 | 2.11 | 2.12 | 0.51 | 0.83 | 0.69 | 0.77 | 1.20 | 1.40 | 1.58 | 1.51 | 1.13 | 1.02 | 1.10 | 0.78 | 1.77 | 1.88 | 1.73 | 1.69 | 1.03 | 0.54 | 0.47 | 0.77 |
| GABA | ME388346 | 0.47 | 0.49 | 0.58 | 0.76 | 0.34 | 0.23 | 0.25 | 0.22 | 0.14 | 0.14 | 0.14 | 0.13 | 3.89 | 3.79 | 4.52 | 3.37 | 0.13 | 0.16 | 0.14 | 0.15 | 0.19 | 0.29 | 0.19 | 0.38 | 0.15 | 0.13 | 0.16 | 0.17 | 0.14 | 0.11 | 0.12 | 0.16 | 1.60 | 1.83 | 1.98 | 1.60 | 1.26 | 1.27 | 1.15 | 1.21 | 1.00 | 1.19 | 1.16 | 1.11 | 2.15 | 2.13 | 2.23 | 2.13 | 0.88 | 1.08 | 0.89 | 0.82 | 0.92 | 0.87 | 0.80 | 0.81 | 1.02 | 1.02 | 1.03 | 1.03 | 1.30 | 1.51 | 1.38 | 1.41 |
| 4-hydroxybenzoic acid | ME388368 | 0.74 | 0.54 | 0.36 | 0.40 | 0.65 | 0.73 | 0.69 | 0.69 | 0.23 | 0.16 | 0.55 | 0.36 | 0.47 | 0.49 | 0.29 | 0.22 | 1.81 | 1.75 | 2.55 | 2.15 | 0.75 | 0.82 | 0.59 | 0.86 | 2.65 | 1.94 | 2.30 | 2.30 | 0.88 | 1.11 | 0.97 | 1.02 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| cysteine | ME388371 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | 2.12 | 1.29 | 1.57 | 1.66 | 0.86 | 1.00 | 0.78 | 0.80 | 0.44 | 0.50 | 0.42 | 0.45 | 1.07 | 1.26 | 0.99 | 1.14 | 0.75 | 0.91 | 0.64 | 0.70 | 1.14 | 1.27 | 1.23 | 0.92 | 0.60 | 0.70 | 0.52 | 0.56 | 1.43 | 1.39 | 1.55 | 1.34 |
| fructose | ME388320 | 2.63 | 2.99 | 3.02 | 2.88 | 0.89 | 0.71 | 0.76 | 0.79 | 0.06 | 0.06 | 0.06 | 0.06 | 0.55 | 0.48 | 0.56 | 0.60 | 0.45 | 0.42 | 0.39 | 0.50 | 1.00 | 0.98 | 1.08 | 0.94 | 0.17 | 0.17 | 0.22 | 0.19 | 0.19 | 0.19 | 0.18 | 0.20 | 1.19 | 1.04 | 0.72 | 0.69 | 0.91 | 0.83 | 0.79 | 0.84 | 0.54 | 0.64 | 0.50 | 0.32 | 1.99 | 1.93 | 1.40 | 1.74 | 1.41 | 1.55 | 1.27 | 1.47 | 2.45 | 2.81 | 2.90 | 2.20 | 0.77 | 0.81 | 0.78 | 0.75 | 1.13 | 1.31 | 1.05 | 0.91 |
| 2-oxoglutarate | ME388374 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | 1.15 | 1.15 | 1.15 | 1.15 | 0.80 | 0.76 | 0.75 | 0.90 | 0.57 | 0.78 | 0.45 | 0.49 | 0.91 | 0.74 | 1.19 | 0.79 | 1.02 | 1.44 | 0.95 | 1.14 | 1.28 | 1.37 | 1.10 | 1.37 | 1.40 | 1.28 | 1.38 | 1.17 | 0.49 | 1.07 | 0.71 | 1.09 |
| citric acid | ME388348 | 0.12 | 0.12 | 0.12 | 0.11 | 0.26 | 0.21 | 0.22 | 0.22 | 0.09 | 0.06 | 0.09 | 0.10 | 0.86 | 0.85 | 0.90 | 0.84 | 0.12 | 0.15 | 0.13 | 0.13 | 1.58 | 1.83 | 1.77 | 1.59 | 0.78 | 0.45 | 0.53 | 0.65 | 0.26 | 0.27 | 0.24 | 0.25 | 1.63 | 0.88 | 1.27 | 1.26 | 1.45 | 1.87 | 1.26 | 1.50 | 1.03 | 1.12 | 1.07 | 1.07 | 2.48 | 2.42 | 2.73 | 2.31 | 1.41 | 1.52 | 1.32 | 1.37 | 1.91 | 1.51 | 1.50 | 1.68 | 1.77 | 1.71 | 2.13 | 1.87 | 0.78 | 0.70 | 0.87 | 0.70 |
| ascorbic acid | ME388351 | 0.18 | 0.15 | 0.21 | 0.18 | 0.07 | 0.09 | 0.09 | 0.09 | 0.04 | 0.04 | 0.03 | 0.05 | 0.06 | 0.08 | 0.09 | 0.09 | 0.06 | 0.09 | 0.07 | 0.08 | 0.07 | 0.06 | 0.07 | 0.06 | 0.04 | 0.05 | 0.05 | 0.04 | 0.04 | 0.05 | 0.06 | 0.06 | 1.56 | 1.40 | 1.59 | 1.69 | 2.72 | 2.69 | 2.77 | 2.86 | 1.25 | 1.32 | 1.17 | 1.28 | 1.86 | 2.36 | 1.54 | 2.08 | 2.56 | 2.87 | 2.61 | 2.93 | 2.67 | 2.52 | 2.89 | 2.69 | 1.38 | 1.60 | 1.52 | 1.50 | 0.91 | 0.98 | 0.79 | 0.95 |
| aspartic acid | ME388335 | 0.75 | 0.98 | 0.92 | 0.89 | 0.57 | 0.56 | 0.46 | 0.53 | 0.71 | 0.57 | 0.65 | 0.70 | 0.53 | 0.59 | 0.55 | 0.55 | 0.43 | 0.41 | 0.42 | 0.47 | 0.55 | 0.62 | 0.48 | 0.72 | 1.01 | 0.80 | 1.06 | 1.17 | 0.55 | 0.36 | 0.43 | 0.50 | 0.86 | 0.85 | 0.95 | 0.77 | 1.54 | 2.10 | 1.74 | 1.33 | 2.08 | 2.17 | 2.49 | 2.25 | 1.48 | 1.53 | 1.77 | 1.47 | 1.40 | 1.73 | 1.40 | 1.52 | 0.80 | 0.71 | 0.75 | 0.60 | 1.75 | 1.32 | 1.45 | 1.29 | 0.60 | 1.00 | 0.98 | 0.86 |
| asparagine | ME388344 | 1.04 | 1.44 | 1.65 | 0.92 | 1.07 | 0.61 | 0.67 | 0.79 | 0.17 | 0.24 | 0.18 | 0.19 | 0.12 | 0.12 | 0.15 | 0.10 | 0.08 | 0.15 | 0.07 | 0.10 | 0.15 | 0.24 | 0.16 | 0.21 | 0.32 | 0.27 | 0.35 | 0.34 | 0.76 | 0.86 | 0.70 | 0.73 | 5.41 | 6.01 | 5.23 | 4.99 | 1.98 | 2.60 | 1.31 | 1.37 | 1.16 | 1.11 | 1.21 | 1.12 | 0.46 | 0.54 | 0.46 | 0.49 | 1.27 | 1.41 | 1.07 | 1.06 | 0.34 | 0.24 | 0.36 | 0.31 | 0.61 | 0.73 | 0.65 | 0.74 | 1.03 | 1.19 | 1.38 | 1.20 |
| galactosylglycerol | ME388369 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | 1.44 | 0.95 | 0.88 | 0.89 | 1.42 | 1.43 | 1.23 | 0.78 | 1.14 | 0.79 | 1.12 | 0.53 | 1.52 | 1.53 | 1.39 | 1.30 | 0.42 | 0.47 | 0.58 | 0.45 | 2.05 | 1.16 | 1.42 | 1.22 | 0.94 | 1.03 | 0.84 | 0.94 | 0.45 | 0.45 | 0.73 | 0.50 |
| fructose-6-p | ME388364 | 0.85 | 1.43 | 0.89 | 0.82 | 1.47 | 1.15 | 1.06 | 1.17 | 0.32 | 0.31 | 0.29 | 0.30 | 2.58 | 2.28 | 2.48 | 1.76 | 0.17 | 0.11 | 0.14 | 0.14 | 1.62 | 1.37 | 1.50 | 1.50 | 0.58 | 0.46 | 0.71 | 0.57 | 0.90 | 0.85 | 1.02 | 1.16 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| fumaric acid | ME388350 | 0.49 | 0.38 | 0.45 | 0.55 | 0.46 | 0.46 | 0.38 | 0.53 | 0.22 | 0.29 | 0.22 | 0.29 | 0.66 | 0.72 | 1.12 | 0.74 | 0.57 | 0.62 | 0.57 | 0.62 | 0.91 | 1.02 | 0.96 | 1.46 | 2.16 | 1.27 | 1.86 | 1.40 | 0.56 | 0.67 | 0.71 | 0.65 | 2.41 | 1.79 | 2.10 | 2.10 | 0.64 | 0.57 | 0.61 | 0.74 | 0.37 | 0.35 | 0.45 | 0.31 | 1.50 | 1.38 | 1.53 | 1.63 | 2.10 | 3.28 | 2.07 | 1.97 | 1.11 | 0.99 | 1.25 | 1.08 | 1.21 | 1.26 | 1.28 | 1.24 | 0.64 | 0.64 | 0.74 | 0.69 |
| beta-alanine | ME388333 | 0.79 | 0.85 | 0.78 | 0.75 | 0.58 | 0.62 | 0.52 | 0.62 | 0.55 | 0.42 | 0.47 | 0.48 | 1.45 | 1.62 | 2.04 | 1.70 | 0.60 | 0.55 | 0.54 | 0.76 | 0.50 | 0.61 | 0.25 | 0.64 | 0.63 | 0.52 | 0.56 | 0.73 | 0.72 | 0.64 | 0.71 | 0.69 | 1.24 | 1.30 | 1.31 | 1.10 | 1.00 | 1.10 | 0.92 | 0.98 | 0.85 | 0.89 | 0.81 | 0.88 | 2.01 | 2.02 | 1.93 | 1.99 | 0.96 | 1.14 | 1.05 | 0.99 | 1.17 | 1.51 | 1.71 | 1.46 | 0.77 | 0.70 | 0.91 | 0.71 | 1.18 | 1.86 | 1.97 | 1.67 |
| glucopyranose | ME388370 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | 0.92 | 0.85 | 1.04 | 0.87 | 1.05 | 1.21 | 1.21 | 1.15 | 0.47 | 0.42 | 0.51 | 0.45 | 1.03 | 1.09 | 1.07 | 0.93 | 1.13 | 0.46 | 0.79 | 0.89 | 1.80 | 1.41 | 1.72 | 1.38 | 1.04 | 1.21 | 1.01 | 1.09 | 0.84 | 1.07 | 0.94 | 0.95 |
Factors:
| F1 | Treatment:Root_Al-1 |
| F2 | Treatment:Root_Al-2 |
| F3 | Treatment:Root_Al-3 |
| F4 | Treatment:Root_Al-4 |
| F5 | Treatment:Root_Cd-1 |
| F6 | Treatment:Root_Cd-2 |
| F7 | Treatment:Root_Cd-3 |
| F8 | Treatment:Root_Cd-4 |
| F9 | Treatment:Root_Control-1 |
| F10 | Treatment:Root_Control-2 |
| F11 | Treatment:Root_Control-3 |
| F12 | Treatment:Root_Control-4 |
| F13 | Treatment:Root_Drought-1 |
| F14 | Treatment:Root_Drought-2 |
| F15 | Treatment:Root_Drought-3 |
| F16 | Treatment:Root_Drought-4 |
| F17 | Treatment:Root_K deficiency-1 |
| F18 | Treatment:Root_K deficiency-2 |
| F19 | Treatment:Root_K deficiency-3 |
| F20 | Treatment:Root_K deficiency-4 |
| F21 | Treatment:Root_N deficiency-1 |
| F22 | Treatment:Root_N deficiency-2 |
| F23 | Treatment:Root_N deficiency-3 |
| F24 | Treatment:Root_N deficiency-4 |
| F25 | Treatment:Root_P deficiency-1 |
| F26 | Treatment:Root_P deficiency-2 |
| F27 | Treatment:Root_P deficiency-3 |
| F28 | Treatment:Root_P deficiency-4 |
| F29 | Treatment:Root_Salt-1 |
| F30 | Treatment:Root_Salt-2 |
| F31 | Treatment:Root_Salt-3 |
| F32 | Treatment:Root_Salt-4 |
| F33 | Treatment:Shoot_Al-1 |
| F34 | Treatment:Shoot_Al-2 |
| F35 | Treatment:Shoot_Al-3 |
| F36 | Treatment:Shoot_Al-4 |
| F37 | Treatment:Shoot_Cd-1 |
| F38 | Treatment:Shoot_Cd-2 |
| F39 | Treatment:Shoot_Cd-3 |
| F40 | Treatment:Shoot_Cd-4 |
| F41 | Treatment:Shoot_Control-1 |
| F42 | Treatment:Shoot_Control-2 |
| F43 | Treatment:Shoot_Control-3 |
| F44 | Treatment:Shoot_Control-4 |
| F45 | Treatment:Shoot_Drought-1 |
| F46 | Treatment:Shoot_Drought-2 |
| F47 | Treatment:Shoot_Drought-3 |
| F48 | Treatment:Shoot_Drought-4 |
| F49 | Treatment:Shoot_K deficiency-1 |
| F50 | Treatment:Shoot_K deficiency-2 |
| F51 | Treatment:Shoot_K deficiency-3 |
| F52 | Treatment:Shoot_K deficiency-4 |
| F53 | Treatment:Shoot_N deficiency-1 |
| F54 | Treatment:Shoot_N deficiency-2 |
| F55 | Treatment:Shoot_N deficiency-3 |
| F56 | Treatment:Shoot_N deficiency-4 |
| F57 | Treatment:Shoot_P deficiency-1 |
| F58 | Treatment:Shoot_P deficiency-2 |
| F59 | Treatment:Shoot_P deficiency-3 |
| F60 | Treatment:Shoot_P deficiency-4 |
| F61 | Treatment:Shoot_Salt-1 |
| F62 | Treatment:Shoot_Salt-2 |
| F63 | Treatment:Shoot_Salt-3 |
| F64 | Treatment:Shoot_Salt-4 |