Table 1 Top 10 differentially connected genes for blue and purple modules.

From: Dynamic changes in immune gene co-expression networks predict development of type 1 diabetes

Module

DCG (ordered by rank)

Infection/cell type signature gene*

Differential connectivity (peak) females

Differential connectivity (peak) males

Differential connectivity p value (MDC peak) females

Differential connectivity p value (MDC peak) males

Blue

TLR8

 

3.65

5.18

0.02

0.01

KCNJ15

Neutrophils

3.89

6.76

0.02

0.02

FCGR2A

 

3.09

4.97

0.04

0.05

BEST1

Neutrophils

3.99

3.34

0.04

0.07

UBR2

 

5.29

5.67

0.03

0.03

ALPK1

 

3.14

4.54

0.05

0.03

PGCP

 

6.62

4.27

0.01

0.05

FPR2

 

4.92

3.75

0.02

0.03

PLBD1

 

7.76

6.34

3 × 10–3

0.02

MXD1

Neutrophils

2.81

3.25

0.05

0.03

Purple

SAMD9

 

16.52

3.76

6 × 10–3

0.06

MX2

 

9.90

6.52

0.03

0.04

CMPK2

Monocytes

14.12

7.56

0.04

0.03

SIGLEC1

Infection

1726.99

12.76

2 × 10–3

0.03

USP18

 

30.03

8.99

2 × 10–3

0.04

IFIH1

 

15.25

3.47

6 × 10–3

0.06

DDX58

Infection

8.46

9.08

0.03

0.02

OASL

Infection

8.30

4.37

0.13

0.05

CXCL10

Infection

37.82

11.90

9 × 10–3

0.04

USP41

 

1738.34

16.86

 < 1 × 10–4

0.06

  1. *Cell type proxy genes identified by Zhernakova et al.16 or viral infection signature genes identified by Zaas et al.17 Differential Connectivity was calculated by dividing connectivity in cases by controls and significance was calculated by permutations.