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Table 2 All the identified and validated hub genes in the datasets. True hub genes were defined as verified ones in two other IgAN datasets

From: Transmembrane signaling molecules play a key role in the pathogenesis of IgA nephropathy: a weighted gene co-expression network analysis study

No

All hub genes

Modules

MDa (GSE104948)

VD1b (GSE93798)

VD2c (GSE37460)

True hub genes

1

Colony stimulating factor 1 receptor (CSF1R)

Blue

✓

✓

✓

✓

2

Cytochrome b-245 beta chain (CYBB)

Blue

✓

✓

✓

✓

3

TYRO protein tyrosine kinase binding protein (TYROBP)

Blue

✓

✓

✓

✓

4

integrin subunit beta 2 (ITGB2)

Blue

✓

✓

✓

✓

5

Toll-like receptor 1 (TLR1)

Blue

✓

✓

✓

✓

6

Toll-like receptor 2 (TLR2)

Blue

✓

✓

✓

✓

7

CD44

Blue

✓

✓

✓

✓

8

Proteasome 20S subunit beta 9 (PSMB9)

Black

✓

✓

✓

✓

9

G protein subunit gamma 11 (GNG11)

Black

✓

✓

✓

✓

10

Platelet and endothelial cell adhesion molecule 1 (PECAM1)

Black

✓

✓

✓

✓

11

DNA methyltransferase 1 (DNMT1)

Red

✓

✓

✓

✓

12

RNA polymerase II subunit G (POLR2G)

Red

✓

-

-

-

13

Proteasome 26S subunit, non-ATPase 4 (PSMD4)

Red

✓

✓

-

-

14

Tight junction protein 1 (TJP1)

Brown

✓

-

✓

-

15

FYN proto-oncogene (FYN)

Brown

✓

-

✓

-

16

Interleukin 13 (IL13)

Magenta

✓

-

✓

-

  1. aMain dataset
  2. bValidation dataset 1
  3. cValidation dataset 2