Clustering data with hclust algorithm for Longitudinal Metabolomics of the Human Microbiome in Inflammatory Bowel Disease (Study ST000923)
HILIC POSITIVE ION MODE (Analysis AN001513)Metabolite | Structure | F1 | F2 | F3 | F4 | F5 | F6 |
---|---|---|---|---|---|---|---|
gabapentin | ME233032 | 1.47 | 0.01 | 0.01 | 0.01 | 0.01 | 7.02 |
atenolol | ME233022 | 0.24 | 0.30 | 0.30 | 0.17 | 4.60 | 0.27 |
metformin | ME233042 | 0.01 | 0.02 | 0.01 | 0.01 | 5.79 | 0.01 |
sulfapyridine | ME233072 | 0.27 | 0.00 | NA | 0.00 | 2.09 | 0.01 |
trimethylamine-N-oxide | ME232965 | 1.64 | 0.28 | 3.55 | 0.27 | 0.62 | 0.36 |
alloisoleucine | ME233020 | 0.46 | 1.25 | 2.62 | 0.09 | 0.59 | 1.59 |
1-methylnicotinamide | ME232973 | 1.09 | 0.73 | 2.62 | 0.39 | 0.97 | 0.72 |
guanidoacetic acid | ME233033 | 0.98 | 0.99 | 2.54 | 0.71 | 0.52 | 0.76 |
C10:2 carnitine | ME232988 | 0.67 | 1.83 | 1.77 | 0.12 | 0.52 | 0.47 |
C5 carnitine | ME232984 | 0.87 | 2.08 | 1.62 | 0.14 | 0.17 | 0.49 |
metronidazole | ME233044 | 1.05 | 2.80 | 0.01 | 0.01 | 0.01 | 0.01 |
C12 carnitine | ME232989 | 0.62 | 2.11 | 0.90 | 0.14 | 0.19 | 0.57 |
C3-DC-CH3 carnitine | ME232982 | 0.50 | 2.47 | 0.81 | 0.19 | 0.35 | 0.72 |
5-aminolevulinic acid | ME232972 | 0.61 | 2.18 | 0.73 | 0.29 | 0.43 | 0.88 |
hydroxyproline | ME232943 | 0.57 | 2.27 | 0.65 | 0.29 | 0.44 | 0.92 |
C8 carnitine | ME232985 | 0.96 | 1.61 | 0.61 | 0.21 | 0.14 | 0.36 |
C10 carnitine | ME232987 | 0.77 | 2.31 | 0.49 | 0.14 | 0.07 | 0.30 |
C14:2 carnitine | ME232993 | 0.71 | 2.27 | 0.40 | 0.16 | 0.13 | 0.45 |
C12:1 carnitine | ME232990 | 0.93 | 1.95 | 0.62 | 0.13 | 0.09 | 0.39 |
C14:1 carnitine | ME232992 | 0.86 | 2.08 | 0.53 | 0.17 | 0.37 | 0.45 |
C4 carnitine | ME232983 | 0.33 | 2.34 | 0.49 | 1.05 | 0.24 | 0.38 |
5-hydroxytryptophan | ME232947 | 0.30 | 2.79 | 0.20 | 0.19 | 0.36 | 0.54 |
C2 carnitine | ME232980 | 0.29 | 2.48 | 0.41 | 0.59 | 0.42 | 0.71 |
C3 carnitine | ME232981 | 0.27 | 2.59 | 0.24 | 0.53 | 0.36 | 0.64 |
N2,N2-dimethylguanosine | ME233049 | 1.28 | 1.04 | 1.00 | 0.11 | 1.80 | 0.22 |
quinine | ME233068 | 0.85 | 1.09 | 1.02 | 0.32 | 2.02 | 0.00 |
histidinol | ME233034 | 0.63 | 1.02 | 0.33 | 0.67 | 2.28 | 0.49 |
C16-OH carnitine | ME232995 | 0.51 | 1.07 | 0.58 | 0.41 | 1.94 | 0.52 |
C18:1-OH carnitine | ME232998 | 0.75 | 1.16 | 0.82 | 0.38 | 1.65 | 0.54 |
N-carbamoyl-beta-alanine | ME232956 | 0.88 | 1.09 | 0.75 | 0.39 | 1.07 | 2.02 |
ornithine | ME232944 | 0.45 | 1.24 | 0.43 | 0.41 | 1.26 | 2.42 |
C22:6 LPE | ME233089 | 1.62 | 0.69 | 1.40 | 0.95 | 0.57 | 0.92 |
hippurate | ME232922 | 1.11 | 0.66 | 1.54 | 0.68 | 1.18 | 1.22 |
acetylcholine | ME232961 | 1.25 | 0.77 | 1.55 | 0.70 | 0.84 | 1.18 |
dimethylglycine | ME232949 | 1.32 | 0.91 | 1.43 | 0.71 | 0.75 | 0.92 |
bilirubin | ME232920 | 1.04 | 1.49 | 0.45 | 0.80 | 0.57 | 1.11 |
glycine | ME232926 | 0.68 | 1.73 | 0.61 | 0.83 | 0.65 | 0.92 |
N6,N6,N6-trimethyllysine | ME233060 | 0.73 | 1.79 | 0.48 | 0.74 | 0.66 | 0.90 |
histamine | ME232955 | 0.41 | 1.97 | 0.87 | 0.21 | 1.13 | 0.52 |
1-methylhistamine | ME232954 | 0.81 | 1.75 | 0.98 | 0.23 | 1.01 | 0.39 |
cadaverine | ME233026 | 0.75 | 1.98 | 0.74 | 0.28 | 0.68 | 0.65 |
N-acetylhistamine | ME233054 | 0.68 | 1.87 | 0.89 | 0.35 | 0.78 | 0.57 |
C18:1 carnitine | ME232997 | 0.96 | 1.60 | 0.48 | 0.27 | 1.14 | 0.62 |
C18:2 carnitine | ME232999 | 0.87 | 1.75 | 0.47 | 0.19 | 1.00 | 0.59 |
C16:1 LPC | ME233077 | 0.83 | 1.68 | 0.33 | 0.42 | 0.84 | 1.22 |
putrescine | ME232975 | 1.09 | 1.70 | 0.24 | 0.19 | 0.78 | 1.14 |
alpha-glycerophosphocholine | ME232960 | 0.86 | 1.94 | 0.26 | 0.24 | 0.86 | 0.74 |
N-acetylputrescine | ME233057 | 0.90 | 1.86 | 0.35 | 0.15 | 0.82 | 0.99 |
anserine | ME232978 | 0.65 | 1.96 | 0.59 | 0.30 | 0.74 | 1.06 |
C14 carnitine | ME232991 | 0.70 | 1.88 | 0.59 | 0.18 | 0.79 | 0.81 |
agmatine | ME233019 | 1.30 | 1.34 | 0.53 | 0.57 | 0.90 | 0.66 |
C18:3 LPC | ME233079 | 1.20 | 1.33 | 0.64 | 0.54 | 1.00 | 0.65 |
21-deoxycortisol | ME233004 | 0.75 | 1.52 | 0.90 | 0.83 | 0.79 | 0.80 |
carnitine | ME232979 | 0.79 | 1.64 | 0.79 | 0.72 | 0.83 | 0.59 |
C18:2 LPC | ME233080 | 1.14 | 1.25 | 0.72 | 0.96 | 0.85 | 0.63 |
sphingosine-isomer3 | ME233093 | 1.00 | 1.35 | 0.88 | 0.71 | 0.88 | 0.76 |
threosphingosine | ME233073 | 1.01 | 1.35 | 0.89 | 0.70 | 0.88 | 0.76 |
C20 carnitine | ME233000 | 1.07 | 1.28 | 1.13 | 0.62 | 0.62 | 1.10 |
creatinine | ME232964 | 1.07 | 1.40 | 1.37 | 0.19 | 0.82 | 0.73 |
N-acetyalanine | ME233051 | 1.08 | 1.12 | 1.13 | 0.61 | 1.05 | 0.70 |
sphingosine-isomer1 | ME233091 | 0.78 | 1.38 | 1.19 | 0.53 | 1.01 | 0.79 |
sphingosine-isomer2 | ME233092 | 0.77 | 1.40 | 1.17 | 0.48 | 1.07 | 0.76 |
creatine | ME232963 | 1.04 | 1.68 | 0.87 | 0.12 | 0.74 | 0.81 |
nicotinuric acid | ME233061 | 0.81 | 1.35 | 1.02 | 0.01 | 0.88 | 1.01 |
C9 carnitine | ME232986 | 0.83 | 1.75 | 1.12 | 0.13 | 0.31 | 1.10 |
linoleoyl ethanolamide | ME233040 | 0.59 | 1.71 | 1.44 | 0.32 | 0.68 | 0.89 |
C18:1 LPC plasmalogen | ME233085 | 0.86 | 1.16 | 0.12 | 0.12 | 1.51 | 1.88 |
C14:0 SM | ME233094 | 1.30 | 0.85 | 0.23 | 0.21 | 1.16 | 1.61 |
taurine | ME232946 | 0.99 | 1.15 | 0.60 | 0.25 | 1.34 | 1.51 |
C16:0 SM | ME233095 | 1.13 | 1.12 | 0.25 | 0.24 | 1.40 | 1.42 |
C20:1 LPC | ME233083 | 1.16 | 1.16 | 0.19 | 0.21 | 1.36 | 1.27 |
C18:0 LPC | ME233082 | 1.00 | 1.38 | 0.30 | 0.35 | 1.14 | 1.37 |
C18:0 LPE-A | ME233087 | 0.94 | 1.34 | 0.26 | 0.32 | 1.19 | 1.57 |
lysine | ME232935 | 0.62 | 1.08 | 0.77 | 0.93 | 1.03 | 1.89 |
leucine | ME232937 | 1.00 | 1.14 | 0.72 | 0.80 | 0.84 | 1.47 |
homocitrulline | ME233036 | 1.03 | 1.10 | 0.80 | 0.90 | 0.80 | 1.36 |
isoleucine | ME232938 | 1.00 | 1.17 | 0.78 | 0.91 | 0.78 | 1.29 |
alanine | ME232927 | 0.85 | 1.17 | 0.80 | 0.97 | 0.82 | 1.43 |
citrulline | ME232945 | 0.91 | 1.03 | 0.93 | 1.07 | 0.81 | 1.46 |
serine | ME232928 | 0.88 | 1.05 | 0.97 | 0.98 | 0.86 | 1.41 |
4-hydroxy-3-methylacetophenone | ME233012 | 0.86 | 1.16 | 0.76 | 0.70 | 1.06 | 1.44 |
N-acetylornithine | ME233056 | 0.94 | 1.16 | 0.72 | 0.77 | 0.97 | 1.37 |
homoarginine | ME233035 | 0.93 | 1.07 | 0.71 | 0.88 | 1.02 | 1.40 |
NMMA | ME232951 | 0.93 | 1.05 | 0.74 | 0.84 | 1.05 | 1.42 |
alanylalanine | ME233029 | 0.78 | 1.17 | 0.78 | 0.85 | 0.92 | 1.57 |
arginine | ME232934 | 0.73 | 1.02 | 0.88 | 0.91 | 1.09 | 1.63 |
glutamine | ME232932 | 0.88 | 1.35 | 0.71 | 0.84 | 0.76 | 1.25 |
proline | ME232942 | 0.72 | 1.37 | 0.71 | 0.88 | 0.72 | 1.57 |
piperine | ME233064 | 1.17 | 0.79 | 0.98 | 0.73 | 0.96 | 1.70 |
beta-alanine | ME232977 | 1.16 | 1.03 | 0.73 | 0.50 | 0.77 | 1.93 |
2-aminoheptanoic acid | ME233005 | 0.98 | 1.09 | 0.86 | 0.84 | 0.66 | 1.74 |
tyrosine | ME232940 | 1.13 | 0.98 | 0.65 | 0.78 | 0.87 | 1.72 |
aminoisobutyric acid/GABA | ME232952 | 0.77 | 1.45 | 0.58 | 0.41 | 0.93 | 1.65 |
C16:1 LPC plasmalogen | ME233084 | 0.74 | 1.64 | 0.29 | 0.29 | 1.00 | 1.54 |
histidine | ME232933 | 0.69 | 1.69 | 0.48 | 0.21 | 0.89 | 1.64 |
phenylalanine | ME232939 | 1.06 | 1.25 | 0.55 | 0.61 | 0.80 | 1.55 |
tryptophan | ME232941 | 0.85 | 1.38 | 0.57 | 0.65 | 0.71 | 1.71 |
N6,N6-dimethyllysine | ME233059 | 1.22 | 1.28 | 0.52 | 0.52 | 0.78 | 1.27 |
diacetylspermine | ME233030 | 1.21 | 1.35 | 0.54 | 0.49 | 0.80 | 1.12 |
N1,N12-diacetylspermine | ME233045 | 1.20 | 1.36 | 0.55 | 0.49 | 0.79 | 1.11 |
N1-acetylspermine | ME233047 | 1.22 | 1.22 | 0.41 | 0.40 | 0.86 | 1.38 |
3-methylhistidine | ME233007 | 1.12 | 1.21 | 0.50 | 0.34 | 1.00 | 1.60 |
imidazole propionate | ME233038 | 1.16 | 1.14 | 0.63 | 0.42 | 0.99 | 1.51 |
7-methylguanine | ME233014 | 0.91 | 1.26 | 1.01 | 0.50 | 0.94 | 1.24 |
butyrobetaine | ME232974 | 0.85 | 1.32 | 0.98 | 0.58 | 0.99 | 1.05 |
biliverdin | ME233024 | 0.87 | 1.42 | 0.73 | 0.62 | 0.91 | 1.10 |
ADMA/SDMA | ME232950 | 1.00 | 1.37 | 0.90 | 0.44 | 0.90 | 1.00 |
C18 carnitine | ME232996 | 0.98 | 1.36 | 0.84 | 0.48 | 0.95 | 0.99 |
1-methylguanine | ME233002 | 0.82 | 1.44 | 0.77 | 0.54 | 1.12 | 0.83 |
betaine | ME232958 | 0.95 | 1.39 | 0.68 | 0.32 | 1.26 | 0.85 |
C16 carnitine | ME232994 | 0.86 | 1.49 | 0.69 | 0.29 | 1.20 | 0.92 |
N1-methyl-2-pyridone-5-carboxamide | ME233048 | 0.62 | 1.44 | 0.66 | 0.50 | 1.17 | 1.37 |
valine | ME232936 | 0.84 | 1.40 | 0.67 | 0.44 | 1.01 | 1.35 |
C16:0 LPC | ME233078 | 1.04 | 1.30 | 0.44 | 0.50 | 1.09 | 1.22 |
C14:0 LPC | ME233076 | 0.95 | 1.34 | 0.46 | 0.60 | 1.20 | 0.99 |
choline | ME232959 | 0.88 | 1.29 | 0.47 | 0.68 | 1.20 | 1.15 |
pipecolic acid | ME232971 | 0.94 | 0.76 | 1.26 | 0.95 | 1.04 | 1.51 |
aspartate | ME232930 | 0.70 | 0.89 | 1.13 | 1.42 | 0.80 | 1.59 |
N-methylproline | ME233062 | 0.79 | 0.84 | 1.43 | 1.44 | 0.78 | 1.21 |
pantothenate | ME232925 | 0.87 | 0.82 | 1.37 | 1.21 | 0.95 | 1.16 |
adenosine | ME232966 | 0.84 | 1.08 | 0.69 | 0.97 | 1.20 | 1.15 |
trimethylbenzene | ME232919 | 1.00 | 0.91 | 0.87 | 0.98 | 1.25 | 0.99 |
cytidine | ME232921 | 0.77 | 0.95 | 0.93 | 1.05 | 1.35 | 0.97 |
cytosine | ME232967 | 0.72 | 0.96 | 0.94 | 1.22 | 1.30 | 0.97 |
4-aminophenol | ME233010 | 0.79 | 1.35 | 0.71 | 1.23 | 0.75 | 0.95 |
glutamate | ME232931 | 0.77 | 1.32 | 0.89 | 1.26 | 0.69 | 0.89 |
spermidine | ME232962 | 0.95 | 1.32 | 0.55 | 0.91 | 0.86 | 1.09 |
N1-acetylspermidine | ME233046 | 0.93 | 1.26 | 0.59 | 0.95 | 1.00 | 0.98 |
S-adenosylmethionine | ME233069 | 0.82 | 1.28 | 0.68 | 0.98 | 1.00 | 0.93 |
N-acetylhistidine | ME233055 | 1.14 | 1.02 | 0.84 | 0.99 | 0.82 | 1.17 |
alpha-hydroxymetoprolol | ME233021 | 1.07 | 1.06 | 0.71 | 0.89 | 1.05 | 1.06 |
C16:0 LPE | ME233086 | 1.04 | 1.14 | 0.78 | 0.87 | 1.00 | 0.95 |
N-alpha-acetylarginine | ME233058 | 1.02 | 1.06 | 0.96 | 0.80 | 1.01 | 1.11 |
pterin | ME233066 | 0.99 | 1.10 | 0.94 | 0.92 | 0.99 | 0.94 |
sphinganine | ME233071 | 0.97 | 1.12 | 1.01 | 1.03 | 1.00 | 0.69 |
N-acetylglutamine | ME233053 | 1.14 | 1.02 | 1.09 | 1.11 | 0.70 | 0.86 |
2^-O-methyladenosine | ME233006 | 0.95 | 1.00 | 1.11 | 1.29 | 0.86 | 0.85 |
3^-O-methyladenosine | ME233009 | 1.05 | 1.07 | 0.95 | 1.26 | 0.78 | 0.81 |
methionine sulfoxide | ME232976 | 1.03 | 0.93 | 1.02 | 1.22 | 0.82 | 1.12 |
N6-acetyllysine | ME233050 | 0.85 | 0.93 | 1.17 | 1.38 | 0.79 | 1.17 |
methionine | ME232929 | 0.83 | 1.10 | 1.00 | 1.13 | 0.81 | 1.23 |
hypoxanthine | ME232923 | 0.91 | 1.09 | 0.86 | 1.12 | 0.89 | 1.12 |
kynurenic acid | ME232953 | 0.87 | 1.13 | 0.92 | 1.12 | 0.83 | 1.16 |
acetyl-galactosamine | ME233018 | 0.85 | 1.24 | 1.01 | 1.00 | 0.75 | 1.05 |
cortisol | ME233028 | 0.88 | 1.10 | 1.05 | 1.05 | 0.89 | 1.03 |
C20:4 carnitine | ME233001 | 0.85 | 0.96 | 0.97 | 1.23 | 1.02 | 1.10 |
8-hydroxy-deoxyguanosine | ME233016 | 0.80 | 1.08 | 0.80 | 1.22 | 1.04 | 1.08 |
inosine | ME232924 | 0.82 | 1.02 | 0.88 | 1.18 | 1.06 | 1.11 |
3-methylxanthine | ME233008 | 0.99 | 0.90 | 1.03 | 1.20 | 1.05 | 0.92 |
niacinamide | ME232957 | 0.98 | 0.96 | 0.81 | 1.27 | 1.02 | 0.97 |
2-deoxycytidine | ME232969 | 0.69 | 1.09 | 1.04 | 1.62 | 0.86 | 0.67 |
2-deoxyadenosine | ME232968 | 0.90 | 0.97 | 0.88 | 1.63 | 0.83 | 0.86 |
7-methylxanthine | ME233015 | 1.00 | 0.84 | 1.03 | 1.46 | 1.02 | 0.91 |
methylimidazole acetic acid | ME233043 | 0.93 | 0.80 | 0.96 | 1.64 | 1.00 | 0.89 |
beta-guanidinopropionic acid | ME233023 | 1.21 | 0.90 | 0.65 | 1.39 | 0.87 | 1.06 |
proline betaine | ME233065 | 1.07 | 0.71 | 0.84 | 1.61 | 0.80 | 1.35 |
caffeine | ME233027 | 1.31 | 0.55 | 0.89 | 0.95 | 1.61 | 0.71 |
trigonelline | ME233074 | 1.70 | 0.69 | 0.40 | 0.75 | 1.40 | 0.63 |
acetaminophen | ME233017 | 1.52 | 0.84 | 0.91 | 0.31 | 1.22 | 0.98 |
4-guanidinobutanoic acid | ME233011 | 0.76 | 1.13 | 0.99 | 0.64 | 1.29 | 1.17 |
imidazoleacetic acid | ME233039 | 0.87 | 0.95 | 1.08 | 0.62 | 1.45 | 1.06 |
phytosphingosine | ME233063 | 1.03 | 1.03 | 1.00 | 0.57 | 1.31 | 0.89 |
ectoine | ME233031 | 1.16 | 0.94 | 0.83 | 0.78 | 1.36 | 0.67 |
N-acetylaspartic acid | ME233052 | 1.35 | 0.93 | 0.74 | 0.95 | 1.14 | 0.66 |
biotin | ME233025 | 1.12 | 0.86 | 0.77 | 0.78 | 1.52 | 0.94 |
S-methylcysteine-S-oxide | ME233070 | 1.03 | 0.91 | 0.62 | 0.79 | 1.45 | 1.15 |
C18:1 LPC | ME233081 | 1.25 | 1.08 | 0.47 | 0.74 | 1.03 | 1.12 |
C18:0 LPE-B | ME233088 | 1.08 | 1.11 | 0.57 | 0.83 | 1.19 | 0.92 |
pyridoxine | ME233067 | 1.25 | 0.99 | 0.65 | 0.64 | 1.27 | 0.88 |
5-acetylamino-6-amino-3-methyluracil | ME233013 | 1.36 | 0.52 | 0.64 | 1.63 | 1.26 | 0.66 |
C36:2 PC | ME233090 | 1.32 | 1.29 | 0.09 | 0.91 | 0.72 | 0.62 |
1-methylguanosine | ME233003 | 0.83 | 1.29 | 0.84 | 1.50 | 0.66 | 0.45 |
serotonin | ME232948 | 0.76 | 1.40 | 0.53 | 1.58 | 0.77 | 0.34 |
cotinine | ME232970 | 0.43 | 0.13 | 0.23 | 5.45 | 0.06 | 0.16 |
hydroxycotinine | ME233037 | 0.75 | 0.56 | 0.67 | 3.72 | 0.29 | 0.30 |
urobilin | ME233075 | 0.74 | 0.59 | 1.20 | 3.22 | 0.36 | 0.54 |
urobilin - targeted | ME233041 | 0.81 | 0.69 | 1.11 | 2.52 | 0.34 | 0.56 |
Factors:
F1 | Diagnosis:CD | sex:Female |
F2 | Diagnosis:CD | sex:Male |
F3 | Diagnosis:nonIBD | sex:Female |
F4 | Diagnosis:nonIBD | sex:Male |
F5 | Diagnosis:UC | sex:Female |
F6 | Diagnosis:UC | sex:Male |