Table 3 Pathway analysis of metabolomics data from the GC × GC–TOFMS platform

From: Metabolome in progression to Alzheimer's disease

KEGG ID

Pathway name

Size

P-MCI versus S-MCI

AD versus controls

   

N/N all

Medium-K

P

P corr

N/N all

Medium-K

P

P corr

map00030

Pentose phosphate pathway

28

2/(32)

2

0.000130

0.09

15/(434)

3

0.000580

0.46

map00051

Fructose and mannose metabolism

28

18/(466)

2

0.017702

0.91

10/(281)

2

0.007617

0.43

map00052

Galactose metabolism

33

18/(466)

2

0.024189

0.93

14/(359)

2

0.054227

0.50

map00061

Fatty acid biosynthesis

48

19/(489)

3

0.005718

0.99

19/(538)

2

0.019644

0.99

map00520

Amino sugar and nucleotide sugar metabolism

66

18/(466)

2

0.085056

0.87

4/(159)

2

0.002265

0.71

map00710

Carbon fixation in photosynthetic organisms

22

18/(466)

2

0.011108

0.91

18/(511)

3

0.004883

0.82

map01040

Biosynthesis of unsaturated fatty acids

48

19/(489)

3

0.005718

0.99

15/(434)

2

0.007750

0.63

map01100

Metabolic pathways

1059

7/(120)

3

0.661475

0.25

15/(434)

3

0.986924

0.91

map01110

Biosynthesis of secondary metabolites

472

5/(81)

2

0.253492

0.15

15/(434)

3

0.585593

0.60

  1. ‘KEGG ID’ is the KEGG identifier of the pathway, ‘Pathway name’ is the name of the pathway given by KEGG and ‘Size’ is the number of metabolites that belong to a particular pathway. ‘Medium-K’ is the number of metabolites within the data set assigned to the pathway, after pathway inconsistencies has been corrected, and ‘N/Nall’ is the rank at which the minimum P-value was obtained using features associated to KEGG (N) and all features (Nall), respectively. P is the P-value given by hypergeometric distribution and Pcorr is the corresponding permutation-corrected P-value.
  2. P-values for Pcorr<0.1 marked in bold.