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Table 3 Top 5 networks impacted by SSc-associated CpG differential methylation

From: Novel insights into systemic sclerosis using a sensitive computational method to analyze whole-genome bisulfite sequencing data

Top diseases and functions

Molecules in network (alphabetical)

Score

Focus molecules

Cancer, endocrine system disorders, organismal injury and abnormalities

Akt, ARL4C, BEX2, C1GALT1C1, CASK, CCDC120, CDK16, CG, Cyclin A, DLG3, estrogen receptor, FGFR2, FLT4, FSH, GALNT18, GFRA1, GRB10, Growth hormone, H19, HMGB3, Lh, MAGI1, MEST, mir-335, MPL, NAV1, NFYA, PARD6G, PAX8, PORCN, Proinsulin, Rb, TMEM204, YAP/TAZ, ZNF232

55

25

Developmental disorder, gastrointestinal disease, organismal injury and abnormalities

ADAP1, Alp, BCR (complex), Creb, DOCK11, DUSP9, EPS8L1, ERK1/2, FGD1, FLNA, G6PD, GTPase, KCNQ1, KCNQ1OT1, MAP2K1/2, MBTPS2, MSN, OTUD5, OTUD7A, p70 S6k, Pdgf (complex), PDGF BB, phosphatase, PI3K (family), Pka, PP2A, PSMB2, RB1, RPS6KA6, Rsk, SH3BP2, SHARPIN, Shc, Srebp, transcription factor

36

18

Connective tissue disorders, hereditary disorder, organismal injury and abnormalities

26 s Proteasome, Actin, caspase, CD3, CHST7, DKC1, EGLN, EIF2S3, F Actin, FAM83H, GLI4, HCFC1, HISTONE, Histone h2a, Histone h3, Histone h4, Hsp70, Hsp90, IKBKG, Immunoglobulin, KLF2, NECAB3, NFkB (complex), NOC2L, Notch, PARP11, PI3K (complex), Rnr, TCR, TMEM121, TMEM14C, TRAPPC9, Ubiquitin, USP6, Vegf

28

15

Cancer, cell death and survival, organismal injury and abnormalities

ADRB2, BARX2, CADM2, CAMK1G, CIITA, CREB1, CREBBP, DDX39A, FAS, GNAS-AS1, HEIH, HOXB3, IFNG, IL32, iodine, NEXMIF, NR4A1, PAX8-AS1, Pde4d, PDHA2, PDK3, PRPS2, PSD4, RGS9BP, SETD7, SMARCA4, SMIM10L2B, TFAP2E, TMEM187, TP53, TRPM1, TULP4, ZFP41, ZMIZ1, ZXDA

28

15

Cardiac dilation, hereditary disorder, organismal injury and abnormalities

AIFM1, AMPK, BCOR, BRCC3, Calmodulin, calpain, CMC4, cytokine, DUSP22, EFNB1, EMD, ERK, GNAS, GOPC, IFN Beta, IgG, Igm, Insulin, Interferon alpha, Jnk, Mapk, Mek, Nfat (family), P38 MAPK, PGK1, Pkc(s), PTK, Ras homolog, Sapk, SLC6A8, SLC7A5, SRC (family), SSBP4, STAT5a/b, UNC93B1

26

14

  1. DMGs identified by SOMNiBUS are bold