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Mining for metabolic responses to long-term salt stress: a case study on Arabidopsis thaliana Col-0 (C)
see the
experiment description
.
Choose a data normalisation
The controls below visualise relative metabolite concentrations normalised to fresh weight and internal standards. Please choose from the normalisation radio buttons below to visualise this experiment with respect to different reference points. You might use the mouse wheel to zoom the controls or drag and drop to move the zoomed area. This page is undergoing active development and might change without further notice in the future.
absolute
relative to average
relative to median
relative to replica group
Salt:0mM
Salt:10mM
Salt:25mM
Salt:50mM
Salt:75mM
Please choose from the 8 normalisations for data visualisation!
Update in progress...
replica group correlations
The correlation and network plots below visualise the statistical relationship between the replica groups based on the oberserved metabolite profiles. The network plot is derived from the correlation such that only positive correlations are converted into distances, Distance(i,j) = 1 - COR(i,j). The edges are filtered for distances < 0.5. The plot can be zoomed and dragged by using the mouse wheel and left mouse button.
This is a alert, as your browser does not support the HTML5
<canvas>
element. To enjoy the full functionality of the GMD, please upgrade to a HTML5 ready Browser and enable JavaScript!
technical replicates (aka chromatogram) correlations
This correlation plot visualise the statistical relationship between the chromatograms based on the observed metabolite profiles. It is kind of 'zoom in' into the replica groups. The assumtion is, that chromatograms within one replica group correlate very well. However, the correlation of chromatograms between replica groups is much worse, depending on the similarity of the replica groups.
metabolite correlations
The correlation and network plots below visualise the statistical relationship between the identified metabolites based on their observed profile accross replica groups. The network plot is derived from the correlation such that only poistive correlations are converted into distances, Distance(i,j) = 1 - COR(i,j). The edges are filtered for distances < 0.2. The plot can be zoomed and dragged by using the mouse wheel and left mouse button.
This is a alert, as your browser does not support the HTML5
<canvas>
element. To enjoy the full functionality of the GMD, please upgrade to a HTML5 ready Browser and enable JavaScript!
dendrogram view
The heatmap below can be zoomed and dragged by using the mouse wheel and left mouse button, respectively! Please note, that the order of columns in the control below does neither necessarily reflect the numerical ordering of the replica group column names nor correspond to the column order of the second heatmap.
sortable table based heatmap with boxplot extension
The table below can be sorted by clicking the column headers. Metabolite links point to the metabolite details pages. The table is initially sorted according to decreasing anova F-score values (metabolites with large changes in relative concentration between the replica groups at the top and metabolites with small concentration changes between replica groups at the bottom). Please hoover the mouse over the table to see box plots of the metabolite concentrations according to the replica groups.
Update in progress...
metabolite
class
rg1 Salt:0mM
details
rg2 Salt:10mM
details
rg3 Salt:25mM
details
rg4 Salt:50mM
details
rg5 Salt:75mM
details
variance
anova F score
Threonine
Acid (Amino)
712.87
210.36
Malic acid
Acid (Hydroxy)
692.33
104.06
Phosphoric acid
Acid (Phosphate)
832.11
77.20
Sucrose
Sugar (Disaccharide)
448.22
74.98
Fumaric acid
Acid (Dicarboxylic)
711.30
65.48
Threitol
Polyol (Tetraol)
435.65
48.37
Proline
Acid (Amino)
684.18
40.94
Succinic acid
Acid (Dicarboxylic)
615.02
36.47
Galactinol
Conjugate (Hexosyl, Inositol)
817.40
36.00
Galactonic acid
Acid (Hexonic)
294.47
34.42
2-Hydroxypyridine
Alcohol (N-heterocycle)
372.27
32.51
Stearic acid
Acid (Fatty acid trimethylsilyl ester)
323.64
32.21
Mannose
Sugar (Hexose, aldose)
489.18
31.70
Glycine
Acid (Amino)
676.89
29.53
Phenylalanine
Acid (Amino)
445.26
27.75
Palmitic acid
Acid (Fatty acid trimethylsilyl ester)
279.70
26.73
Putrescine
Amine (Poly)
590.44
25.42
Valine
Acid (Amino)
495.30
23.40
cis-Aconitic acid
Acid (Tricarboxylic)
601.72
20.74
Diethyleneglycol
Alcohol (Ether)
159.99
19.58
Decane, n-
Alkane
205.15
18.90
Sinapic acid, cis-
Acid (Phenylpropanoic)
NaN
NaN
633.09
18.43
Pyroglutamic acid
Lactam
208.42
16.73
Cysteamine
na
134.63
14.44
Octadecane, n-
Alkane
205.84
13.89
Citric acid
Acid (Tricarboxylic)
565.36
13.67
Ethanolamine
Alcohol (Amino)
169.36
12.17
Dodecane
Alkane
182.32
12.09
myo-Inositol
Polyol (Inositol)
187.64
11.76
Furan-2-carboxylic acid
na
240.74
11.73
Glucose
Sugar (Hexose, aldose)
366.92
10.92
Nonadecane
Alkane
200.78
10.83
Glucose, 1,6-anhydro, beta-D-
Sugar (Hexose, aldose, anhydride)
370.41
9.92
Docosane, n-
Alkane
205.93
9.75
Erythronic acid
Acid (Hydroxy)
276.50
8.63
Fructose
Sugar (Hexose)
301.62
8.62
Psicose
Sugar (Hexose, ketose)
91.01
7.78
Benzoic acid
Acid (Aromatic)
207.94
7.49
3-Hydroxypyridine
Alcohol (N-heterocycle)
312.17
6.99
Octacosane, n-
Alkane
223.05
6.99
Glyceric acid
Acid (Hydroxy)
161.12
6.85
Aspartic acid
Acid (Amino)
273.76
5.62
Glycolic acid
na
185.01
5.06
Raffinose
Sugar (Trisaccharide)
567.03
4.48
Propane-1,2-diol
na
321.72
4.40
Hydroxylamine
Amine (Hydroxy)
212.22
3.55
Dehydroascorbic acid
Acid (Hydroxy)
216.37
3.24
Gluconic acid
Acid (Hexonic)
342.50
2.89
Galactose
Sugar (Hexose, aldose)
255.79
2.63
Hexatriacontane, n-
Alkane
389.38
2.59
Dotriacontane, n-
Alkane
350.82
2.35
Threonic acid
Acid (Hydroxy)
219.18
2.23
Nicotinic acid
Acid (N-heterocycle)
353.98
2.08
Spermidine
Amine (Poly)
490.84
1.85
Trehalose, alpha,alpha'-
Sugar (Disaccharide)
186.19
1.67
Glutamic acid
Acid (Amino)
169.08
1.60
Benzyl Alcohole
Alcohol (Aromatic)
405.82
1.33
Boric-acid
na
297.55
1.27
Glycerol
Polyol (Triol)
186.81
1.16
Lactic acid
Acid (Hydroxy)
197.90
1.07
Isoleucine
Acid (Amino)
NaN
268.44
0.99
Sorbitol
Polyol (Hexitol)
576.47
0.82
Butyric acid, 4-amino-
Acid (Amino)
147.34
0.58
Benzoic acid, 4-hydroxy-
Acid (Aromatic)
508.94
0.49
Ribitol
Polyol (Pentitol)
0.96
0.40
Maltose
Sugar (Disaccharide)
NaN
NaN
343.76
0.31
Pentadecane, n-
Alkane
1,031.83
0.12
67
metabolite(s) in
5
replica group(s).
1.1010
98.9316
Excluded Metabolites
metabolite
Siloxane
Internal Standards
analyte
Ribitol (5TMS)
Referenced Chromatograms
Replica Group
Chromatograms
rg1
6275if_9
6275if_29
6275if_24
6275if_34
6275if_14
6275if_19
rg2
6275if_35
6275if_25
6275if_30
6275if_10
6275if_15
6275if_20
rg3
6275if_26
6275if_16
6275if_11
6275if_21
6275if_31
6275if_36
rg4
6275if_17
6275if_22
6275if_37
6275if_12
6275if_27
6275if_32
rg5
6275if_28
6275if_33
6275if_38
6275if_23
6275if_18
6275if_13
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