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. 2022 May 13;23(10):5447. doi: 10.3390/ijms23105447

Table 4.

Top 20 ranked novel hubs ranked based on their functional similarities to known GWA IPF genes. Upregulated and downregulated hubs are ranked separately.

Rank Upregulated Hub Genes Description Downregulated Hub Genes Description
1 CHEK2 Checkpoint kinase 2 CTNND2 Catenin delta 2
2 CDH3 Cadherin 3 CDH13 Cadherin 13
3 COL7A1 Collagen type VII alpha 1 chain SELENBP1 Selenium binding protein 1
4 CFI Complement factor I ARHGAP31 Rho GTPase activating protein 31
5 KCND3 Potassium voltage-gated channel subfamily D member 3 CAVIN2 Caveolae associated protein 2
6 CRABP2 Cellular retinoic acid binding protein 2 DENND3 DENN domain containing 3
7 ZNF469 Zinc finger protein 469 SLC1A1 Solute carrier family 1 member 1
8 STEAP2 STEAP2 metalloreductase EMP2 Epithelial membrane protein 2
9 TDO2 Tryptophan 2,3-dioxygenase PAPSS2 3′-phosphoadenosine 5′-phosphosulfate synthase 2
10 SEC24D SEC24 homolog D, COPII coat complex component SLC44A2 Solute carrier family 44 member 2
11 CLMP CXADR like membrane protein N4BP1 NEDD4 binding protein 1
12 DCLK1 Doublecortin like kinase 1 GPM6A Glycoprotein M6A
13 MAGED4B MAGE family member D4B NINJ2 Ninjurin 2
14 PDIA4 Protein disulfide isomerase family A member 4 RRAS RAS related
15 ITGA7 Integrin subunit alpha 7 HPCAL1 Hippocalcin like 1
16 NPM3 Nucleophosmin/nucleoplasmin 3 AFF3 AF4/FMR2 family member 3
17 COL10A1 Collagen type X alpha 1 chain NDRG4 NDRG family member 4
18 GPX8 Glutathione peroxidase 8 (putative) VIPR1 Vasoactive intestinal peptide receptor 1
19 EFNA4 Ephrin A4 MYRF Myelin regulatory factor
20 DOK5 Docking protein 5 RS1 Retinoschisin 1