Clustering data with hclust algorithm for (Study ST001726)
(Analysis AN002811)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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ec_Formate | ME402431 | NA | 1.46 | 0.30 | 1.20 | 0.87 | 0.63 | 0.55 | 0.23 | 0.22 | 0.19 | 0.38 | 0.69 | 0.26 | 0.57 | 0.67 | 1.22 | 4.47 | 4.59 | 0.77 | 1.36 | 0.10 | 0.25 | NA | NA |
ec_3_Hydroxybutyrate | ME402417 | NA | 1.78 | 0.45 | 0.45 | 0.45 | 0.45 | 0.45 | 0.45 | 0.45 | 0.45 | 2.02 | 0.83 | 4.32 | 0.45 | 2.32 | 2.62 | 0.77 | 0.45 | 0.45 | 0.45 | 0.45 | 0.48 | NA | NA |
ec_Isovaleric_acid | ME402413 | NA | 1.58 | 0.81 | 1.56 | 1.01 | 0.95 | 0.94 | 0.61 | 0.40 | 0.53 | 0.91 | 0.26 | 0.67 | 1.74 | 2.15 | 0.54 | 0.11 | 2.04 | 3.10 | 0.45 | 0.23 | 0.42 | NA | NA |
ec_Fumaric_acid | ME402427 | NA | 0.69 | 0.39 | 0.51 | 0.46 | 0.30 | 0.40 | 0.37 | 0.42 | 0.55 | 0.93 | 3.27 | 0.62 | 1.44 | 2.24 | 0.45 | 1.72 | 0.92 | 2.08 | 0.74 | 0.61 | 1.90 | NA | NA |
ec_Isoleucine | ME402416 | NA | 1.29 | 1.07 | 0.75 | 0.44 | 0.48 | 0.51 | 0.55 | 0.46 | 0.79 | 1.32 | 2.90 | 0.96 | 0.85 | 2.94 | 0.53 | 1.15 | 0.73 | 1.33 | 0.62 | 0.33 | 1.02 | NA | NA |
ec_Leucine | ME402414 | NA | 1.53 | 1.26 | 0.82 | 0.39 | 0.34 | 0.37 | 0.40 | 0.37 | 0.76 | 1.46 | 3.57 | 0.81 | 0.73 | 3.48 | 0.47 | 1.10 | 0.58 | 0.92 | 0.60 | 0.08 | 0.93 | NA | NA |
ec_Tyrosine | ME402428 | NA | 1.25 | 1.01 | 0.97 | 0.67 | 0.60 | 0.61 | 0.61 | 0.57 | 0.77 | 1.27 | 1.60 | 1.18 | 1.79 | 1.91 | 0.43 | 1.32 | 0.95 | 1.72 | 0.65 | 0.22 | 0.90 | NA | NA |
ec_Phenylalanine | ME402429 | NA | 1.70 | 1.22 | 1.23 | 0.69 | 0.66 | 0.65 | 0.56 | 0.39 | 0.74 | 1.46 | 2.69 | 0.82 | 1.11 | 2.36 | 0.20 | 0.80 | 0.92 | 1.67 | 0.36 | 0.07 | 0.70 | NA | NA |
ec_Valine | ME402415 | NA | 1.08 | 1.08 | 0.84 | 0.48 | 0.45 | 0.48 | 0.52 | 0.43 | 0.73 | 1.27 | 2.35 | 0.87 | 1.91 | 2.83 | 0.36 | 0.95 | 0.59 | 2.30 | 0.48 | 0.23 | 0.78 | NA | NA |
ec_Methionine | ME402422 | NA | 0.92 | 1.08 | 0.91 | 0.62 | 0.57 | 0.71 | 0.77 | 0.82 | 1.03 | 1.54 | 0.11 | 1.40 | 3.00 | 1.65 | 0.67 | 1.04 | 0.67 | 1.37 | 0.46 | 0.11 | 1.56 | NA | NA |
ec_Lactic_acid | ME402418 | NA | 0.94 | 0.89 | 0.77 | 0.80 | 0.61 | 0.69 | 0.77 | 0.80 | 0.77 | 0.82 | 0.89 | 1.06 | 1.10 | 1.17 | 2.72 | 1.24 | 0.66 | 1.47 | 1.44 | 0.58 | 0.80 | NA | NA |
ec_Betaine | ME402424 | NA | 1.76 | 0.57 | 1.29 | 1.12 | 1.07 | 1.09 | 0.73 | 0.72 | 0.64 | 0.88 | 0.62 | 0.96 | 1.13 | 0.81 | 0.42 | 1.41 | 2.31 | 0.97 | 1.08 | 0.19 | 1.23 | NA | NA |
ec_Aspartate | ME402423 | NA | 1.02 | 0.89 | 0.75 | 0.61 | 0.60 | 0.86 | 0.82 | 0.75 | 1.07 | 1.49 | 1.79 | 1.28 | 1.43 | 1.02 | 0.56 | 1.00 | 0.97 | 1.21 | 0.47 | 0.28 | 2.14 | NA | NA |
ec_Nicotinic_acid | ME402430 | NA | 1.60 | 0.94 | 0.96 | 0.79 | 0.61 | 0.54 | 0.44 | 0.53 | 0.78 | 1.06 | 2.54 | 0.84 | 1.45 | 0.94 | 1.09 | 1.94 | 1.20 | 0.67 | 0.90 | 0.25 | 0.94 | NA | NA |
ec_Uracil | ME402426 | NA | 1.50 | 1.01 | 0.82 | 0.68 | 0.66 | 0.64 | 0.57 | 0.71 | 0.86 | 1.24 | 1.57 | 1.14 | 2.23 | 1.19 | 0.70 | 1.74 | 1.02 | 0.34 | 0.84 | 0.50 | 1.03 | NA | NA |
ec_Acetic_acid | ME402420 | NA | 1.49 | 0.93 | 1.10 | 0.92 | 0.83 | 0.76 | 0.66 | 0.71 | 0.76 | 1.01 | 1.34 | 1.05 | 1.82 | 1.32 | 0.84 | 1.67 | 0.83 | 0.81 | 1.02 | 0.45 | 0.68 | NA | NA |
ec_Ribose_2 | ME402425 | NA | 1.32 | 0.90 | 0.86 | 0.80 | 0.76 | 0.74 | 0.67 | 0.70 | 0.81 | 1.08 | 1.57 | 0.86 | 1.97 | 1.57 | 0.74 | 1.64 | 0.70 | 0.83 | 1.07 | 0.36 | 1.05 | NA | NA |
ec_Cadaverine | ME402419 | NA | 1.06 | 0.80 | 0.93 | 0.84 | 0.77 | 0.82 | 0.79 | 0.81 | 0.83 | 0.98 | 0.76 | 1.08 | 1.68 | 1.14 | 0.98 | 1.60 | 0.98 | 1.38 | 1.15 | 0.58 | 1.01 | NA | NA |
ec_Glutamic_acid | ME402421 | NA | 1.25 | 0.81 | 0.95 | 0.92 | 0.78 | 0.79 | 0.76 | 0.80 | 0.77 | 1.09 | 0.83 | 0.91 | 0.98 | 1.55 | 0.98 | 2.06 | 0.73 | 0.81 | 1.40 | 0.37 | 1.46 | NA | NA |
Factors:
F1 | sample_type:IBAT |
F2 | sample_type:IBAT_batch1 |
F3 | sample_type:IBAT_batch10 |
F4 | sample_type:IBAT_batch2 |
F5 | sample_type:IBAT_batch3 |
F6 | sample_type:IBAT_batch4 |
F7 | sample_type:IBAT_batch5 |
F8 | sample_type:IBAT_batch6 |
F9 | sample_type:IBAT_batch7 |
F10 | sample_type:IBAT_batch8 |
F11 | sample_type:IBAT_batch9 |
F12 | sample_type:individual batch1 |
F13 | sample_type:individual batch10 |
F14 | sample_type:individual batch11 |
F15 | sample_type:individual batch2 |
F16 | sample_type:individual batch3 |
F17 | sample_type:individual batch4 |
F18 | sample_type:individual batch5 |
F19 | sample_type:individual batch6 |
F20 | sample_type:individual batch7 |
F21 | sample_type:individual batch8 |
F22 | sample_type:individual batch9 |
F23 | sample_type:PD1074 |
F24 | sample_type:poolQC |