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Table 2 Gene set enrichment analysis details are reported for DPMs (hypo- and hypermethylated genes) and DMRs

From: Genome-wide DNA methylation analysis in blood cells from patients with Werner syndrome

 

Enriched pathways

Pathway ID

Overlap

P value

Combined score

Overlapping genes

Hypermethylated probes

Glycosphingolipid biosynthesis

HSA-00603

3/14

0.001

2.29

ST3GAL1, GBGT1, ST3GAL2

FoxO signal pathway

HSA-04068

8/133

0.003

2.60

MAPK10, USP7, AKT2, STAT3, PTEN, FOXO3, SKP2, GABARAP

Insulin signalling pathway

HSA-04910

8/139

0.004

2.49

MAPK10, PTPN1, SHC2, AKT2, PRKAK1B, FASN, TSC2, CRKL

Hypomethylated probes

PI3K-Akt signalling

HSA_04151

16/341

0.006

3.46

CSF-1R, CDKN1B, TNXB, VWF, LAMA1, FLT4, THBS1, PTK2, LPAR5, PPP2R2B, PPP2R2D, MAPK1, COL6A6, FGFR1, BCL2L1, ITGA9

Focal adhesion

HSA_04510

12/202

0.01

3.26

MAPK10, TNXB, VWF, ROCK2, LAMA1, FLT4, PXN, MAPK1, COL6A6, THBS1, PTK2, ITGA9

DMRs

Sphingolipid metabolism

HSA_00600

2/120

0.003

4.54

CERS3, CERS1

Sphingolipid signalling pathway

HSA_047071

1/47

0.001

5.36

CERS3

  1. Overlap indicates the number of hits from the differentially methylated gene sets compared to the KEGG gene set library, while “overlapping genes” column contains names of these hits. Differentially expressed genes between normal and WS fibroblasts in Cheung HH dataset [30] are reported. Enriched pathways were selected based on the P value. Combined score is a multiplication of the P value computed using Fisher’s exact test with the z-score of the deviation from the expected rank (see “Methods” for details)