Clustering data with hclust algorithm for Age and exercise effect on metabolomics in rats (Study ST000759)
C18 NEGATIVE ION MODE (Analysis AN001196)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 |
---|---|---|---|---|---|---|---|---|---|---|---|
FFA(22:0) | ME211119 | 0.53 | 0.45 | 0.49 | 0.48 | 0.51 | 6.20 | 0.60 | 0.59 | 0.44 | 0.46 |
FFA(24:1) | ME211123 | 0.50 | 0.36 | 0.37 | 0.59 | 0.25 | 6.57 | 0.73 | 0.75 | 0.38 | 0.30 |
PE 37:5; [M-H]-@6.20 | ME211168 | 0.94 | 0.52 | 0.68 | 0.81 | 0.70 | 4.48 | 0.50 | 0.51 | 0.74 | 0.67 |
PI 38:5; [M-H]-@5.37 | ME211186 | 0.76 | 0.92 | 0.88 | 0.62 | 0.86 | 4.14 | 0.51 | 0.55 | 0.66 | 0.66 |
FFA(18:0) | ME211113 | 0.70 | 0.67 | 0.67 | 0.66 | 0.72 | 4.09 | 0.76 | 0.75 | 0.67 | 0.73 |
FFA(22:1) | ME211120 | 0.71 | 0.62 | 0.63 | 0.75 | 0.57 | 3.90 | 0.77 | 1.02 | 0.74 | 0.65 |
PI 40:5; [M-H]-@5.96 | ME211189 | 0.62 | 0.76 | 0.71 | 0.61 | 1.00 | 3.54 | 0.53 | 0.72 | 1.01 | 0.79 |
PI 40:6; [M-H]-@5.80 | ME211190 | 0.47 | 0.63 | 0.78 | 0.59 | 1.07 | 3.71 | 0.34 | 0.56 | 1.25 | 0.84 |
lysoPE 22:6; [M-H]-@1.28 | ME211196 | 0.77 | 0.95 | 0.79 | 0.79 | 0.56 | 3.89 | 0.25 | 0.47 | 0.77 | 1.13 |
lysoPE 22:5; [M-H]-@1.54 | ME211195 | 1.00 | 1.13 | 0.68 | 0.54 | 0.57 | 3.43 | 0.56 | 0.63 | 0.77 | 1.00 |
lysoPE 16:0; [M-H]-@1.64 | ME211193 | 0.87 | 0.86 | 0.64 | 0.71 | 0.58 | 3.53 | 0.70 | 0.87 | 0.68 | 0.88 |
lysoPE 18:0; [M-H]-@2.40 | ME211194 | 0.88 | 0.86 | 0.66 | 0.74 | 0.60 | 3.44 | 0.60 | 0.71 | 0.79 | 1.01 |
PC 42:9; [M-Ac-H]-@5.97 | ME211160 | 0.58 | 0.75 | 0.87 | 1.06 | 0.72 | 3.37 | 0.69 | 0.71 | 0.90 | 0.70 |
PI 36:1; [M-H]-@6.32 | ME211180 | 1.05 | 0.87 | 0.69 | 1.25 | 0.70 | 3.06 | 0.72 | 0.73 | 0.81 | 0.55 |
PI 34:1; [M-H]-@5.68 | ME211178 | 0.83 | 1.20 | 0.80 | 0.52 | 1.00 | 3.14 | 0.65 | 0.77 | 0.96 | 0.53 |
FFA(16:0) | ME211112 | 0.80 | 0.84 | 0.83 | 0.80 | 0.75 | 2.92 | 0.83 | 0.79 | 0.80 | 0.88 |
PC 39:5; [M-Ac-H]-@6.67 | ME211153 | 0.80 | 1.18 | 0.87 | 0.85 | 0.69 | 2.85 | 0.68 | 0.69 | 0.87 | 0.82 |
FFA(18:1) | ME211114 | 0.93 | 1.47 | 1.08 | 1.26 | 0.50 | 2.67 | 0.59 | 0.42 | 0.72 | 0.83 |
FFA(18:2) | ME211115 | 0.96 | 1.42 | 1.09 | 1.25 | 0.48 | 2.72 | 0.60 | 0.45 | 0.74 | 0.78 |
FFA(20:2) | ME211118 | 0.80 | 1.20 | 0.93 | 1.12 | 0.45 | 2.32 | 0.68 | 0.72 | 0.95 | 1.00 |
PC 38:3; [M-Ac-H]-@7.11 | ME211149 | 1.12 | 0.83 | 0.92 | 1.10 | 0.66 | 2.42 | 0.83 | 0.73 | 0.96 | 0.71 |
PC 33:1; [M-Ac-H]-@6.44 | ME211132 | 0.86 | 1.00 | 0.76 | 1.18 | 0.62 | 1.85 | 0.94 | 1.11 | 0.91 | 0.87 |
PC 35:1; [M-Ac-H]-@7.04 | ME211138 | 0.81 | 0.82 | 0.68 | 1.08 | 0.60 | 1.80 | 0.75 | 1.31 | 0.99 | 1.09 |
PC 40:3; [M-Ac-H]-@7.58 | ME211154 | 0.90 | 0.86 | 0.86 | 0.75 | 0.70 | 1.55 | 0.82 | 1.07 | 1.36 | 0.98 |
plasmenyl-PE 42:6; [M-H]-@7.75 | ME211212 | 0.69 | 0.88 | 0.67 | 0.90 | 0.69 | 1.79 | 0.64 | 0.88 | 1.43 | 1.22 |
Arachidonic acid | ME211103 | 0.73 | 0.91 | 0.75 | 0.91 | 0.57 | 2.00 | 1.06 | 0.81 | 1.19 | 1.00 |
plasmenyl-PE 38:2; [M-H]-@7.88 | ME211204 | 0.78 | 0.90 | 0.64 | 1.13 | 0.36 | 1.68 | 0.91 | 0.95 | 1.55 | 0.90 |
PE 38:3; [M-H]-@7.22 | ME211171 | 0.83 | 0.78 | 1.11 | 0.81 | 0.91 | 2.17 | 0.66 | 0.76 | 1.23 | 0.85 |
PE 35:2; [M-H]-@6.69 | ME211163 | 0.78 | 0.98 | 1.29 | 0.92 | 0.78 | 1.80 | 0.78 | 1.13 | 0.79 | 0.93 |
PE 37:4; [M-H]-@6.69 | ME211167 | 0.89 | 0.56 | 1.25 | 0.90 | 0.72 | 1.95 | 0.85 | 0.87 | 0.89 | 1.17 |
FFA(24:0) | ME211122 | 0.85 | 0.79 | 0.70 | 0.82 | 0.63 | 2.04 | 1.51 | 1.23 | 0.73 | 0.76 |
FFA(24:2) | ME211124 | 0.45 | 0.60 | 0.49 | 0.66 | 0.44 | 2.52 | 1.02 | 1.44 | 1.12 | 1.06 |
PC 36:5; [M-Ac-H]-@5.69 | ME211143 | 1.44 | 1.33 | 1.38 | 1.32 | 0.84 | 1.74 | 0.60 | 0.75 | 0.61 | 0.58 |
PC 39:4; [M-Ac-H]-@7.11 | ME211152 | 1.09 | 1.26 | 1.00 | 1.16 | 0.79 | 1.92 | 0.74 | 0.79 | 0.70 | 0.87 |
PC 40:7; [M-Ac-H]-@6.22 | ME211157 | 0.86 | 1.35 | 1.12 | 1.18 | 0.92 | 1.80 | 0.59 | 0.70 | 0.84 | 0.94 |
plasmenyl-PE 32:0; [M-H]-@7.06 | ME211197 | 1.23 | 1.20 | 1.98 | 1.20 | 0.86 | 1.38 | 0.61 | 0.51 | 0.86 | 0.65 |
CL 74:7; [M-2H](2-)@6.09 | ME211107 | 1.16 | 1.02 | 1.40 | 0.97 | 0.56 | 1.63 | 0.65 | 0.87 | 1.00 | 0.90 |
PE 36:1; [M-H]-@7.42 | ME211165 | 1.09 | 0.82 | 1.65 | 1.09 | 0.98 | 1.52 | 0.54 | 0.93 | 0.90 | 0.77 |
CL 70:1; [M-2H](2-)@6.81 | ME211104 | 1.26 | 0.87 | 1.52 | 1.01 | 0.80 | 1.23 | 0.84 | 0.94 | 0.89 | 0.83 |
PE 34:1; [M-H]-@6.84 | ME211162 | 1.28 | 0.94 | 1.67 | 1.03 | 0.73 | 1.27 | 0.79 | 0.93 | 0.94 | 0.68 |
PE 38:2; [M-H]-@6.88 | ME211170 | 1.51 | 1.24 | 1.18 | 1.58 | 0.56 | 0.55 | 1.03 | 0.88 | 0.77 | 0.90 |
CL 74:1; [M-2H](2-)@6.72 | ME211105 | 1.25 | 1.09 | 1.14 | 1.38 | 0.51 | 0.41 | 1.05 | 1.06 | 0.81 | 1.25 |
PC 35:2; [M-Ac-H]-@6.55 | ME211139 | 1.26 | 1.26 | 0.96 | 1.25 | 0.47 | 0.54 | 1.26 | 1.08 | 0.82 | 1.06 |
CL 74:5; [M-2H](2-)@6.53 | ME211106 | 1.46 | 1.22 | 1.65 | 1.62 | 0.51 | 0.74 | 0.68 | 0.96 | 0.68 | 0.83 |
PE 40:5; [M-H]-@7.07 | ME211175 | 1.19 | 1.13 | 1.51 | 1.41 | 0.57 | 0.71 | 0.60 | 0.71 | 1.18 | 1.04 |
PA 34:2; [M-H]-@6.25 | ME211125 | 0.70 | 1.50 | 0.64 | 1.23 | 0.72 | 1.29 | 0.99 | 0.95 | 0.75 | 1.24 |
PE 37:2; [M-H]-@6.61 | ME211166 | 1.13 | 1.52 | 0.80 | 0.84 | 0.27 | 0.79 | 1.29 | 0.88 | 0.86 | 1.43 |
PC 30:1; [M-Ac-H]-@5.42 | ME211127 | 1.47 | 0.89 | 1.13 | 1.24 | 0.34 | 0.99 | 0.45 | 1.04 | 1.23 | 1.15 |
CL 82:13; [M-2H](2-)@6.41 | ME211110 | 1.10 | 1.17 | 1.27 | 1.00 | 0.70 | 1.14 | 0.26 | 1.45 | 0.92 | 1.07 |
CL 78:11; [M-2H](2-)@6.01 | ME211108 | 0.93 | 0.99 | 1.70 | 0.91 | 0.81 | 0.87 | 0.41 | 1.05 | 1.03 | 1.28 |
PE 38:6; [M-H]-@6.25 | ME211172 | 0.88 | 1.08 | 1.61 | 0.86 | 0.78 | 0.95 | 0.47 | 1.06 | 1.11 | 1.17 |
plasmenyl-PE 40:6; [M-H]-@7.22 | ME211211 | 0.96 | 0.92 | 0.74 | 1.09 | 0.80 | 0.85 | 0.74 | 0.88 | 1.55 | 1.19 |
plasmenyl-PE 38:6; [M-H]-@6.57 | ME211208 | 0.93 | 1.17 | 0.64 | 0.87 | 0.76 | 0.80 | 0.85 | 1.01 | 1.39 | 1.28 |
plasmenyl-PE 40:4; [M-H]-@7.74 | ME211209 | 1.04 | 0.90 | 0.65 | 0.73 | 0.59 | 0.80 | 0.92 | 1.32 | 1.44 | 1.22 |
plasmenyl-PE 38:4; [M-H]-@7.32 | ME211206 | 0.87 | 0.99 | 0.68 | 0.93 | 0.66 | 0.80 | 1.05 | 1.21 | 1.39 | 1.11 |
plasmenyl-PE 38:5; [M-H]-@6.74 | ME211207 | 0.98 | 1.03 | 0.64 | 0.86 | 0.60 | 0.77 | 0.97 | 1.16 | 1.50 | 1.15 |
plasmenyl-PE 40:5; [M-H]-@7.31 | ME211210 | 0.98 | 0.95 | 0.66 | 0.88 | 0.67 | 0.73 | 0.95 | 1.24 | 1.56 | 1.03 |
FFA(22:2) | ME211121 | 0.80 | 0.85 | 0.86 | 1.06 | 0.48 | 1.12 | 1.19 | 1.24 | 1.05 | 1.15 |
plasmenyl-PE 38:3; [M-H]-@7.44 | ME211205 | 0.81 | 0.77 | 0.61 | 0.82 | 0.67 | 0.67 | 1.24 | 1.42 | 1.51 | 1.03 |
PC 33:2; [M-Ac-H]-@5.97 | ME211133 | 0.81 | 0.89 | 0.78 | 0.78 | 0.56 | 0.80 | 1.27 | 1.59 | 1.12 | 1.09 |
plasmenyl-PE 36:3; [M-H]-@6.88 | ME211203 | 0.66 | 0.90 | 0.96 | 0.83 | 0.67 | 0.84 | 1.14 | 1.29 | 1.27 | 1.12 |
PG 36:2; [M-H]-@6.09 | ME211177 | 1.10 | 1.15 | 1.29 | 0.93 | 1.17 | 1.38 | 0.58 | 0.70 | 1.14 | 0.79 |
plasmenyl-PE 34:1; [M-H]-@7.16 | ME211199 | 0.93 | 1.13 | 1.52 | 1.10 | 0.86 | 1.11 | 0.71 | 0.58 | 1.22 | 0.94 |
PI 38:6; [M-H]-@5.12 | ME211187 | 1.28 | 0.98 | 1.26 | 0.95 | 0.87 | 1.08 | 0.46 | 0.78 | 1.19 | 1.16 |
PC 38:4; [M-Ac-H]-@6.77 | ME211150 | 1.11 | 1.12 | 1.07 | 1.12 | 1.08 | 0.89 | 0.76 | 0.78 | 1.08 | 1.04 |
PE 40:4; [M-H]-@6.86 | ME211174 | 1.09 | 1.13 | 1.11 | 1.05 | 1.04 | 1.05 | 0.73 | 0.81 | 1.09 | 0.99 |
CerP 42:2; [M-H]-@7.71 | ME211111 | 1.16 | 1.26 | 0.99 | 1.21 | 0.92 | 1.07 | 0.76 | 0.91 | 1.03 | 0.83 |
PC 38:5; [M-Ac-H]-@6.40 | ME211151 | 1.28 | 1.40 | 1.19 | 1.14 | 1.00 | 0.99 | 0.70 | 0.76 | 0.91 | 0.87 |
plasmenyl-PE 34:2; [M-H]-@6.74 | ME211200 | 0.84 | 1.02 | 1.29 | 1.08 | 0.74 | 0.71 | 1.02 | 0.95 | 1.31 | 0.93 |
plasmenyl-PE 36:1; [M-H]-@7.70 | ME211201 | 1.00 | 0.91 | 1.06 | 1.05 | 0.73 | 0.99 | 0.95 | 1.24 | 1.27 | 0.74 |
PC 37:3; [M-Ac-H]-@6.74 | ME211145 | 1.02 | 1.16 | 1.26 | 0.92 | 0.86 | 1.14 | 0.87 | 1.08 | 0.90 | 0.90 |
plasmenyl-PE 36:2; [M-H]-@7.33 | ME211202 | 1.09 | 1.07 | 1.23 | 1.05 | 0.72 | 1.02 | 1.01 | 1.07 | 1.05 | 0.77 |
PC 32:2; [M-Ac-H]-@5.63 | ME211131 | 1.05 | 1.15 | 0.96 | 0.87 | 0.63 | 0.62 | 0.98 | 1.11 | 1.16 | 1.24 |
PC 32:0; [M-Ac-H]-@6.61 | ME211129 | 1.01 | 1.08 | 0.88 | 0.85 | 0.72 | 0.95 | 0.86 | 1.07 | 1.25 | 1.14 |
PC 36:4; [M-Ac-H]-@6.22 | ME211142 | 1.02 | 1.16 | 0.93 | 1.02 | 0.90 | 0.79 | 0.89 | 0.95 | 1.16 | 1.09 |
PC 34:3; [M-Ac-H]-@5.80 | ME211136 | 1.10 | 1.29 | 1.12 | 1.28 | 0.76 | 0.81 | 0.78 | 0.96 | 0.91 | 1.07 |
PC 38:1; [M-Ac-H]-@7.86 | ME211147 | 0.93 | 1.22 | 1.03 | 1.15 | 0.70 | 1.09 | 0.79 | 1.00 | 1.01 | 1.09 |
PE 38:1; [M-H]-@7.34 | ME211169 | 1.07 | 1.16 | 1.02 | 1.19 | 0.76 | 0.94 | 0.83 | 0.89 | 1.01 | 1.13 |
PC 38:2; [M-Ac-H]-@7.45 | ME211148 | 1.00 | 1.04 | 0.94 | 0.93 | 0.69 | 1.24 | 0.98 | 1.19 | 1.06 | 0.91 |
CL 78:5; [M-2H](2-)@6.42 | ME211109 | 1.02 | 1.15 | 0.89 | 1.03 | 0.65 | 0.96 | 0.97 | 1.14 | 1.04 | 1.07 |
PC 34:1; [M-Ac-H]-@6.67 | ME211134 | 1.11 | 1.05 | 0.90 | 1.14 | 0.67 | 1.04 | 0.93 | 1.04 | 1.06 | 1.02 |
PC 34:2; [M-Ac-H]-@6.22 | ME211135 | 1.22 | 1.18 | 0.93 | 1.04 | 0.77 | 0.68 | 1.06 | 1.18 | 0.97 | 0.95 |
PC 36:2; [M-Ac-H]-@6.85 | ME211141 | 1.34 | 1.17 | 1.01 | 1.10 | 0.80 | 0.82 | 0.99 | 1.11 | 0.91 | 0.84 |
FFA(20:1) | ME211117 | 0.96 | 1.20 | 0.97 | 1.26 | 0.61 | 0.62 | 1.09 | 1.26 | 1.06 | 0.90 |
PC 31:0; [M-Ac-H]-@6.24 | ME211128 | 1.11 | 1.27 | 0.94 | 1.28 | 0.57 | 0.63 | 0.89 | 1.30 | 0.91 | 1.06 |
PG 36:0; [M-H]-@6.88 | ME211176 | 1.26 | 0.96 | 1.04 | 1.11 | 0.95 | 0.69 | 0.99 | 0.83 | 1.05 | 1.09 |
PE 36:0; [M-H]-@7.85 | ME211164 | 1.22 | 1.20 | 1.29 | 1.27 | 0.72 | 0.71 | 0.96 | 0.88 | 0.92 | 0.94 |
PC 32:1; [M-Ac-H]-@6.10 | ME211130 | 1.41 | 1.27 | 1.03 | 1.21 | 0.68 | 0.67 | 0.78 | 1.06 | 0.92 | 1.03 |
PC 42:4; [M-Ac-H]-@8.03 | ME211158 | 1.39 | 1.29 | 1.04 | 1.19 | 0.56 | 0.68 | 0.80 | 0.78 | 1.18 | 1.08 |
PC 40:4; [M-Ac-H]-@7.35 | ME211155 | 0.79 | 1.26 | 0.79 | 0.93 | 0.82 | 1.73 | 0.70 | 0.88 | 1.02 | 1.11 |
PI 34:2; [M-H]-@5.24 | ME211179 | 1.10 | 0.91 | 0.95 | 0.74 | 1.08 | 1.63 | 0.76 | 0.87 | 1.09 | 0.95 |
PI 36:2; [M-H]-@5.88 | ME211181 | 1.05 | 1.13 | 0.84 | 0.73 | 0.93 | 1.71 | 0.77 | 0.92 | 1.07 | 0.93 |
PI 36:3; [M-H]-@5.42 | ME211182 | 1.03 | 1.16 | 0.87 | 0.70 | 0.96 | 1.82 | 0.86 | 0.88 | 1.06 | 0.79 |
PC 37:4; [M-Ac-H]-@6.54 | ME211146 | 0.89 | 0.95 | 1.05 | 0.80 | 0.95 | 1.16 | 0.79 | 1.04 | 1.18 | 1.09 |
PI 38:3; [M-H]-@6.08 | ME211184 | 0.94 | 1.04 | 0.93 | 0.97 | 1.03 | 1.33 | 0.89 | 0.97 | 1.05 | 0.90 |
PI 36:4; [M-H]-@5.23 | ME211183 | 1.08 | 1.05 | 0.88 | 0.72 | 1.17 | 1.31 | 0.88 | 0.89 | 1.05 | 1.01 |
PI 38:4; [M-H]-@5.85 | ME211185 | 1.06 | 1.10 | 0.81 | 0.81 | 1.19 | 1.11 | 0.86 | 0.89 | 1.10 | 1.05 |
PC 40:5; [M-Ac-H]-@7.01 | ME211156 | 0.97 | 1.05 | 0.92 | 1.07 | 1.13 | 1.29 | 0.66 | 0.69 | 1.22 | 1.04 |
PC 42:6; [M-Ac-H]-@7.36 | ME211159 | 0.90 | 1.12 | 0.91 | 1.13 | 0.85 | 1.56 | 0.50 | 0.70 | 1.17 | 1.18 |
PC 36:0; [M-Ac-H]-@7.82 | ME211140 | 1.24 | 1.22 | 0.95 | 1.29 | 1.25 | 1.25 | 0.81 | 0.88 | 0.72 | 0.73 |
PC 37:2; [M-Ac-H]-@7.16 | ME211144 | 1.25 | 1.21 | 0.98 | 1.12 | 0.74 | 1.53 | 0.86 | 1.03 | 0.71 | 0.83 |
FFA(20:0) | ME211116 | 1.06 | 0.93 | 1.04 | 1.17 | 0.72 | 1.24 | 1.13 | 0.99 | 0.80 | 1.00 |
PE 40:3; [M-H]-@7.12 | ME211173 | 1.39 | 1.00 | 0.91 | 1.02 | 0.91 | 1.28 | 1.08 | 0.90 | 0.80 | 0.88 |
PI 39:4; [M-H]-@6.13 | ME211188 | 1.24 | 1.40 | 0.81 | 0.56 | 1.04 | 1.72 | 1.11 | 1.28 | 0.51 | 0.67 |
PC 35:0; [M-Ac-H]-@7.47 | ME211137 | 1.21 | 1.45 | 0.83 | 1.14 | 0.65 | 0.96 | 0.86 | 2.12 | 0.31 | 0.71 |
PA 36:3; [M-H]-@6.23 | ME211126 | 1.22 | 1.13 | 0.85 | 1.13 | 0.72 | 0.67 | 1.47 | 1.50 | 0.56 | 0.82 |
PE 34:0; [M-H]-@6.62 | ME211161 | 0.96 | 1.16 | 0.94 | 0.91 | 0.53 | 0.99 | 0.96 | 1.89 | 0.72 | 0.90 |
plasmenyl-PE 34:0; [M-H]-@7.20 | ME211198 | 0.86 | 0.92 | 1.01 | 0.89 | 0.74 | 1.02 | 1.17 | 1.72 | 0.86 | 0.76 |
PS 38:4; [M-H]-@6.00 | ME211191 | 0.41 | 1.48 | 0.82 | 0.51 | 0.84 | 0.63 | 0.83 | 1.16 | 1.64 | 1.23 |
PS 38:5; [M-H]-@5.46 | ME211192 | 0.45 | 0.79 | 0.48 | 0.85 | 0.35 | 0.62 | 0.76 | 2.15 | 1.90 | 0.98 |
Factors:
F1 | Age:106 week | Line:HRT | Sex:Female | Training:no |
F2 | Age:106 week | Line:HRT | Sex:Female | Training:yes |
F3 | Age:106 week | Line:LRT | Sex:Female | Training:no |
F4 | Age:106 week | Line:LRT | Sex:Female | Training:yes |
F5 | Age:126 week | Line:HCR | Sex:Male | Training:no |
F6 | Age:126 week | Line:LCR | Sex:Male | Training:no |
F7 | Age:14 week | Line:HCR | Sex:Male | Training:no |
F8 | Age:14 week | Line:LCR | Sex:Male | Training:no |
F9 | Age:4 week | Line:HCR | Sex:Male | Training:no |
F10 | Age:4 week | Line:LCR | Sex:Male | Training:no |