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Table 2 Common KEGG pathways and leading-edge genes associated with COPD identified by GSEA (FDRGSEA ≤ 0.25) in nasal and bronchial epithelium

From: Nasal gene expression differentiates COPD from controls and overlaps bronchial gene expression

 

Nasal

Bronchial (cohort 1)

Bronchial (cohort 2)

 

t-value

p value‡

t-value

FDR p value

t-value

p value‡

Enriched pathways for genes upregulated in COPD

 O-glycan biosynthesis (KEGG)

 

0.01#

 

<0.01#

 

0.02#

   GALNT6

3.00

<0.01

3.21

0.02

1.57

0.13

   GALNT12

3.25

<0.01

3.32

0.01

3.83

<0.01

   B3GNT6

2.51

0.02

3.55

<0.01

2.92

<0.01

   ST6GALNAC1

2.65

0.01

3.44

<0.01

1.91

0.07

 Glycosphingolipid biosynthesis (KEGG)a

 

0.04#

 

<0.01#

 

0.11#

   FUT3

2.13

0.04

6.76

<0.01

2.68

0.01

   FUT6

2.72

0.01

6.22

<0.01

2.77

0.01

   B4GALT4

2.11

0.04

4.15

<0.01

0.12

0.90

   B3GNT3

3.32

<0.01

5.06

<0.01

1.36

0.19

Enriched pathways for genes downregulated in COPD

 DNA replication (KEGG)

 

<0.01#

 

0.09#

 

0.19#

   RFC3

−2.36

0.02

−3.82

<0.01

−2.43

0.02

 RNA degradation (KEGG)

 

<0.01#

 

0.06#

 

0.06#

 Propanoate metabolism (KEGG)

 

0.13#

 

0.20#

 

0.09#

   LDHB

−3.93

<0.01

−3.88

<0.01

−1.12

0.28

   ACADM

−2.71

0.01

−6.06

<0.01

−2.14

0.04

   ALDH3A2

−2.53

0.02

−4.57

<0.01

−1.15

0.26

 Tight junction (KEGG)

 

0.13#

 

0.21#

 

0.24#

   CLDN16

−2.33

0.02

−3.56

<0.01

−2.76

0.01

   CTNNB1

−3.33

<0.01

−3.18

0.02

−1.65

0.11

   EPB41L2

−2.64

0.01

−6.03

<0.01

−1.67

0.11

  1. Above leading-edge genes of the 6 significantly enriched KEGG pathways in all three cohorts were significantly differentially expressed between COPD patients and controls both in nasal and bronchial epithelium (cohort 1). The t-value reflects the direction and the strength of the difference in expression of a gene between COPD and controls, FDR False discovery rate, #FDRGSEA q value; ‡nominal p-value. alacto and neolacto series