| Literature DB >> 27732959 |
Josefa P Alameda1,2, Manuel Navarro1,2, Ángel Ramírez1,2, Angustias Page1,2, Cristian Suárez-Cabrera1,2, Rodolfo Moreno-Maldonado3, Jesús M Paramio1,2, María del Carmen Fariña4, Marcela Del Río5,6,7, María Jesús Fernández-Aceñero8, Ana Bravo9, María de Los Llanos Casanova1,2.
Abstract
IKKα plays a mandatory role in keratinocyte differentiation and exerts an important task in non-melanoma skin cancer development. However, it is not fully understood how IKKα exerts these functions. To analyze in detail the role of IKKα in epidermal stratification and differentiation, we have generated tridimensional (3D) cultures of human HaCaT keratinocytes and fibroblasts in fibrin gels, obtaining human skin equivalents that comprise an epidermal and a dermal compartments that resembles both the structure and differentiation of normal human skin. We have found that IKKα expression must be strictly regulated in epidermis, as alterations in its levels lead to histological defects and promote the development of malignant features. Specifically, we have found that the augmented expression of IKKα results in increased proliferation and clonogenicity of human keratinocytes, and leads to an accelerated and altered differentiation, augmented ability of invasive growth, induction of the expression of oncogenic proteins (Podoplanin, Snail, Cyclin D1) and increased extracellular matrix proteolytic activity. All these characteristics make keratinocytes overexpressing IKKα to be at a higher risk of developing skin cancer. Comparison of genetic profile obtained by analysis of microarrays of RNA of skin equivalents from both genotypes supports the above described findings.Entities:
Keywords: IKKα; MMP9; keratinocyte differentiation; skin; skin cancer
Year: 2016 PMID: 27732959 PMCID: PMC5363549 DOI: 10.18632/oncotarget.12527
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Figure 1Histological characterization of HaCaT-Control and HaCaT-IKKα skin equivalents
(A) Appearance of skin equivalents after 2 days of differentiation in air-liquid interface culture. Note the increase in the number of keratinocyte layers in the HaCaT-IKKα 3D cultures. (B) Western blot showing the expression of the exogenous IKKα in the HaCaT-IKKα skin equivalents (protein extracts derived from 2-day fibrin gels). Actin was used as a loading control. (C) Immunostaining showing IKKα expression in the HaCaT-Control and HaCaT-IKKα skin equivalents using the NB-100-56704 antibody. (D) 12-day skin equivalents showing the increased stratification and marked morphological alterations found in the HaCaT-IKKα cultures. (*) = area of spongiosis; rectangle = area of disorganized keratinocytes. Scale bar: 30 μm (A, D); 50 μm (C).
Figure 2Altered differentiation, increased proliferation and invasion foci in the HaCaT-IKKα skin equivalents
(A) Immunostaining with two markers of epidermal differentiation; involucrin (upper panel) and filaggrin (a marker of upper terminal epidermal differentiation), (lower panel). The expression of these proteins in normal human epidermis as well as in HaCaT Control and HaCaT-IKKα skin equivalents is shown. (B) Invasive foci are observed in the 3D cultures of HaCaT-IKKα keratinocytes (arrow). (C–G) Representative examples of BrdU incorporation. (C) HaCaT-Control skin equivalents: observe the predominance of signal in the basal layer; (D–G) BrdU signal in HaCaT-IKKα skin equivalents. (D) The BrdU staining in areas with light stratification defects in the HaCaT-IKKα skin equivalents is similar to that of HaCaT-Control (C); (E) BrdU incorporation in basal as well as suprabasal layers of keratinocytes is detected in areas where HaCaT-IKKα equivalents exhibit more aberrant stratification; (F–G) BrdU positive signal are detected in foci of invasion (arrows). Scale bar: 30 μm (A); 40 μm (C–G); 50 μm (B).
Figure 3Increased growth in HaCaT-IKKα keratinocytes
(A, B) Clonogenic assay. The mean of three different experiments is shown. (A) Total number of colonies grown 14-days after seeding HaCaT keratinocytes of both genotypes. (B) Representative example of size diameter distribution of colonies in a clonogenic assay. Colony size was measured using a magnifier. Colonies of diameter > 0.5 mm were counted and classified according to their diameter. (C) Growth curves of HaCaT-IKKα and HaCaT-Control keratinocytes. Three plates of cells were counted at the indicated times. Growth of HaCaT-IKKα cells was significantly higher at 72 and 96 h post seeding. (D) BrdU incorporation by HaCaT-Control and HaCaT-IKKα cells after 72 h of culture on coverslides. (E) Western blot showing the increased expression of CyclinD1 in HaCaT-IKKα cells. Student's T test was used for statistical analysis.*p < 0.05. H-IKKα = HaCaT-IKKα cells; H-Co = HaCaT-Control cells.
Figure 4Increased metalloprotease proteolytic activity and increased expression of MMP-9, Snail and Podoplanin in the HaCaT-IKKα skin equivalents
(A) MMP-2 and –MMP-9 activity was evaluated by gelatin zymography, using protein from culture supernatant of HaCaT-Control and HaCaT-IKKα skin equivalents at the indicated days of growth in air-liquid interface. White bands of proteolytic activity were revealed on a Coomassie-Blue stained gelatin gel. (B) Western blot showing the increased expression of Snail, Podoplanin and MMP-9 proteins in the HaCaT-IKKα skin equivalents grown for 12-days in air-liquid interface. Actin was used as a loading control.
Bioinformatic analysis of microarrays based on gene function and ontology
| UPREGULATED | ||||||
|---|---|---|---|---|---|---|
| Category | Name | Hit Count in Query List | Hit Count in Genome | Hit in Query List | ||
| GO: Biological Process | keratinocyte differentiation | 5.36E-13 | 1.41E-09 | 13 | 138 | CRCT1,CDSN,EREG,CNFN,ABCA12,SPRR2B,SPRR2G,SPRR3,SCEL,TGM1,LCE3D,PRR9,ALOX15B |
| GO: Biological Process | epidermis development | 3.72E-12 | 4.88E-09 | 17 | 340 | CRCT1,CDSN,KLK7,EREG,CNFN,ABCA12,SPRR2B,SPRR2G,SPRR3,SCEL,TGM1,LCE3D,KRTDAP,PRR9,TNFRSF19,KLK5,ALOX15B |
| GO: Biological Process | T cell mediated immunity | 9.44E-06 | 2.75E-03 | 6 | 90 | DPP4,CEACAM1,RFTN1,RSAD2,P2RX7,IL1B |
| GO: Biological Process | immune response | 2.89E-05 | 5.42E-03 | 22 | 1572 | DPP4,KLK7,EREG,GBP1,LCN2,EDN1,CEACAM1,DEFB1,COLEC12,RFTN1,BMP6,RSAD2,P2RX7,CD24,RORA,IFI44L,IL1RL1,KLK5,IL1B,IL36G,MX1,MX2 |
| GO: Biological Process | keratinocyte proliferation | 1.32E-03 | 4.18E-02 | 3 | 40 | EREG,SLURP1,TGM1 |
| GO: Cellular Component | cornified envelope | 7.49E-14 | 1.54E-11 | 10 | 48 | CRCT1,CDSN,CNFN,SPRR2B,SPRR2G,SPRR3,SCEL,TGM1,LCE3D,PRR9 |
| GO: Cellular Component | cell-cell junction | 5.59E-08 | 5.76E-06 | 14 | 418 | DPP4,CDSN,AOC1,DSC2,DSG1,SH3KBP1,TENM2,POF1B,CEACAM1,SLC5A1,TGM1,P2RX7,LMO7,OCLN |
| GO: Cellular Component | epidermal lamellar body | 6.11E-07 | 4.19E-05 | 3 | 4 | KLK7,ABCA12,KLK5 |
| GO: Cellular Component | extracellular space | 7.84E-06 | 4.04E-04 | 22 | 1449 | COL6A3,KLK7,EREG,AOC1,SLURP1,CEACAM6,ADAMTS5,LCN2,EDN1,CEACAM1,DEFB1,BMP6,FBN1,PTPRG,A2ML1,CTHRC1,IL1RL1,KLK5,TNFAIP6,IL1B,IL36G,DKK2 |
| GO: Cellular Component | desmosome | 1.10E-05 | 4.52E-04 | 4 | 26 | CDSN,DSC2,DSG1,POF1B |
| Human Phenotype | Palmoplantar keratoderma | 1.35E-08 | 5.06E-06 | 7 | 60 | DSC2,DSG1,ABCA12,SLURP1,TGM1,CYP4F22,ALOX12B |
| Human Phenotype | Congenital ichthyosiform erythroderma | 2.74E-05 | 5.13E-03 | 3 | 12 | ABCA12,TGM1,ALOX12B |
| Human Phenotype | Congenital nonbullous ichthyosiform erythroderma | 4.50E-05 | 5.62E-03 | 3 | 14 | TGM1,CYP4F22,ALOX12B |
| Pubmed | Association of psoriasis to PGLYRP and SPRR genes at PSORS4 locus on 1q shows heterogeneity between Finnish, Swedish and Irish families. | 6.07E-06 | 1.63E-03 | 3 | 12 | SPRR2B,SPRR2G,SPRR3 |
| Gene Family | Interleukins and interleukin receptors | 1.49E-03 | 1.19E-02 | 3 | 71 | IL1RL1,IL1B,IL36G |
| Coexpression | Cluster c: genes identifying an intrinsic group in head and neck squamous cell carcinoma (HNSCC). | 9.51E-27 | 5.81E-23 | 20 | 112 | CRCT1,CDSN,KLK7,EREG,CALB1,CWH43,DSG1,ABCA12,SPRR2G,SLC6A15,NEFL,LCE3D,KRTDAP,CCNA1,PRR9,IL1RL1,KLK5,IL36G,ALOX12B,SLC6A14 |
| Coexpression | Cluster e: genes identifying an intrinsic group in head and neck squamous cell carcinoma (HNSCC). | 2.68E-13 | 1.64E-10 | 11 | 89 | CEACAM5,SPRR2C,CEACAM7,SLURP1,SCEL,POF1B,TMEM45B,SPINK7,A2ML1,TMPRSS11D,ALOX15B |
| Coexpression | Human HeadandNeck_Toruner04_20genes | 2.78E-07 | 3.54E-05 | 4 | 13 | DSG1,SPRR3,CEACAM6,SCEL |
| Coexpression | Genes up-regulated in mice with skin specific double knockout of both RB1 and TP53 by Cre-lox. | 3.39E-06 | 2.54E-04 | 13 | 601 | EREG,TMEM45A,SH3KBP1,SLURP1,GBP1,CEACAM1,RSAD2,PTPRG,SULT2B1,KRTDAP,IL1RL1,TNFAIP6,IL36G |
| Coexpression | Genes down-regulated in epithelial prostate cancer cell lines over-expressing an oncogenic form of KRAS gene. | 4.09E-06 | 2.63E-04 | 7 | 143 | CWH43,SPRR3,SCEL,LCN2,EDN1,TGM1,SLC6A14 |
| Coexpression | Genes up-regulated in epidermis after to UVB irradiation. | 7.71E-06 | 4.62E-04 | 9 | 293 | RHCG,DSC2,SPRR2B,TGM1,DHRS9,CD24,UPP1,CYB5R2,MX1 |
| Coexpression | Genes up-regulated in hepatocellular carcinoma (HCC) from MYC and E2F1 double transgenic mice. | 1.23E-04 | 3.87E-03 | 4 | 56 | TMEM176B,IFI44,LCN2,DEFB1 |
| Coexpression | Genes up-regulated upon knockdown of PTEN by RNAi. | 2.26E-04 | 6.41E-03 | 6 | 189 | SCEL,EDN1,DEFB1,RSAD2,CYB5R2,MX2 |
| Coexpression | Genes up-regulated in RWPE-1 cells (prostate cancer) upon expression of constitutively active form of STAT3. | 2.29E-04 | 6.46E-03 | 5 | 121 | CALB1,PDPN,NEFL,NSG1,MX1 |
| Coexpression | Up-regulated genes in the cancer gene signature, representing a gene signature of cellular transformation. | 8.37E-04 | 1.58E-02 | 6 | 242 | EREG,SLC2A3,SLC39A8,UPP1,IL1B,CYB5R2 |
| Disease | Dermatologic disorders | 1.43E-08 | 2.23E-05 | 14 | 371 | DPP4,CDSN,KLK7,DSC2,DSG1,SPRR3,SLURP1,LCN2,POF1B,EDN1,TGM1,RORA,TNFAIP6,IL1B |
| Disease | Congenital Nonbullous Ichthyosiform Erythroderma | 1.94E-06 | 1.01E-03 | 4 | 17 | ABCA12,TGM1,CYP4F22,ALOX12B |
| Disease | Eczema | 1.10E-05 | 3.43E-03 | 11 | 396 | DPP4,COL6A3,KLK7,SPRR2B,SPRR3,VNN3,DEFB1,TGM1,IL1RL1,KLK5,IL1B |
| Disease | Squamous cell carcinoma | 1.39E-05 | 3.62E-03 | 23 | 1608 | EREG,CEACAM5,DSC2,DSG1,SPRR3,SH3KBP1,SYTL2,CEACAM7,ODC1,LCN2,EDN1,SLC2A3,PDPN,DEFB1,TGM1,SPINK7,C15orf48,CCNA1,CTHRC1,KLK5,IL1B,BEX2,ALOX12B |
| Disease | Pruritus | 1.65E-05 | 3.68E-03 | 5 | 58 | CDSN,KLK7,EDN1,KLK5,IL1B |
| Disease | Hyperkeratosis | 2.48E-05 | 4.83E-03 | 5 | 63 | CDSN,DSG1,ABCA12,TGM1,IL1B |
| Disease | Harlequin Fetus | 3.43E-05 | 5.35E-03 | 3 | 12 | ABCA12,TGM1,KLK5 |
| Disease | Skin lesion | 4.14E-05 | 5.87E-03 | 5 | 70 | DSG1,EDN1,CEACAM1,DEFB1,IL1B |
| Disease | Psoriasis | 1.68E-04 | 1.54E-02 | 12 | 629 | CDSN,KLK7,VNN3,LCN2,EDN1,DEFB1,TGM1,LCE3D,PRR9,KLK5,IL1B,ALOX15B |
| Disease | Pancreatic carcinoma | 2.23E-04 | 1.73E-02 | 21 | 1666 | COL6A3,KLK7,CEACAM5,ERN1,CEACAM7,CEACAM6,ODC1,LCN2,CEACAM1,KRT23,PDPN,CCDC88A,PTPRG,P2RX7,NAV3,CD24,CTHRC1,OCLN,IL1B,FKBP5,DKK2 |
| Disease | Dermatitis, Allergic Contact | 2.72E-04 | 2.02E-02 | 5 | 104 | SLC2A3,BMP6,UPP1,TNFAIP6,IL1B |
| Disease | Precancerous Conditions | 5.32E-04 | 2.86E-02 | 9 | 423 | COL6A3,CEACAM5,SYTL2,CEACAM7,ODC1,LCN2,CD24,IL1B,ALOX15B |
| Disease | Thyroid carcinoma | 7.18E-04 | 3.49E-02 | 11 | 635 | DPP4,CDSN,LCN2,EDN1,CEACAM1,PDPN,DEFB1,FBN1,P2RX7,NSG1,IL1B |
| Disease | Prostatic Hyperplasia | 8.56E-04 | 3.60E-02 | 3 | 34 | IFI44,EDN1,ALOX15B |
| Disease | Ichthyosis linearis circumflexa | 1.19E-03 | 4.84E-02 | 3 | 38 | KLK7,DSG1,KLK5 |
| Disease | Skin Neoplasms | 1.23E-03 | 4.84E-02 | 6 | 216 | DPP4,DSC2,ODC1,LCN2,TNFRSF19,IL1B |
| Disease | Esophageal carcinoma | 1.28E-03 | 4.84E-02 | 10 | 578 | CEACAM5,DSC2,SPRR3,ODC1,LCN2,PDPN,BMP6,SPINK7,IL1B,ALOX15B |
| DOWNREGULATED | ||||||
| Category | Name | Hit Count in Query List | Hit Count in Genome | Hit in Query List | ||
| GO: Molecular Function | receptor binding | 1.43E-05 | 5.62E-03 | 18 | 1601 | REEP1,NTRK2,CXCL14,CAT,EDIL3,ITGB6,LYPD1,DST,SEMA6D,LRP4,NCOA7,CCL2,PLAT,VAV3,MMP13,FYB,IL33,EPHA4 |
| GO: Biological Process | response to wounding | 3.52E-07 | 8.69E-04 | 16 | 967 | SOX2,CFH,TNC,TFPI2,DST,CLU,CD36,SCGB1A1,PLA2G2A,CCL2,PLAT,VAV3,DUSP10,MMP12,IL33,EPHA4 |
| GO: Biological Process | response to growth factor | 5.82E-06 | 3.07E-03 | 12 | 671 | SOX2,TNC,NTRK2,MECOM,CAT,RNF165,CLU,SCGB1A1,LRP4,CCL2,EEF2K,FGFR2 |
| GO: Biological Process | MAPK cascade | 1.39E-04 | 1.43E-02 | 12 | 928 | SOX2,NTRK2,MECOM,CD36,MID1,PPM1L,PLA2G2A,CCL2,DUSP10,FGFR2,CTSH,EPHA4 |
| GO: Biological Process | aging | 9.75E-04 | 3.58E-02 | 6 | 308 | NTRK2,CAT,RNF165,CLU,UCP2,CCL2 |
| GO: Cellular Component | extracellular space | 1.14E-07 | 3.10E-05 | 20 | 1449 | CFH,PCSK5,SEPP1,TCN1,PLXDC1,TNC,OLFM4,CXCL14,CAT,CLU,CD36,SCGB1A1,APOL4,PLA2G2A,CCL2,PLAT,MMP13,CTSH,IL33,GABBR1 |
| GO: Cellular Component | cytoplasmic, membrane-bounded vesicle | 2.66E-07 | 3.10E-05 | 18 | 1237 | PCSK5,SEPP1,HLA-DRA,OLFM4,CEMIP,DST,CLU,CD36,SCGB1A1,AP3M2,PLA2G2A,CCL2,PLAT,FGFR2,CTSH,PCDH7,IL33,GABBR1 |
| GO: Cellular Component | secretory vesicle | 3.21E-06 | 1.28E-04 | 11 | 535 | PCSK5,SEPP1,OLFM4,CLU,CD36,SCGB1A1,PLA2G2A,PLAT,CTSH,PCDH7,GABBR1 |
| Coexpression | Genes down-regulated in prostate cancer samples. | 1.45E-11 | 8.28E-08 | 15 | 480 | KRT15,KRT19,MECOM,ITGB6,FADS1,DST,SEMA6D,CLU,SCGB1A1,EEF2K,VAV3,FGFR2,PLEKHH2,PCDH7,IL33 |
| Coexpression | Selected genes up-regulated in prostate tumors developed by transgenic mice overexpressing VAV3 in prostate epithelium. | 3.21E-07 | 1.04E-04 | 6 | 89 | CFH,TNC,ITGB6,CD36,PLAT,EPHA4 |
| Coexpression | Genes with promoters occupied by SMAD2 or SMAD3 in HaCaT cells (keratinocyte) according to a ChIP-chip analysis. | 3.95E-05 | 3.37E-03 | 11 | 823 | KRT15,KRT19,TNC,TFPI2,EDIL3,LYPD1,FADS1,DST,CLU,CCL2,DUSP10 |
| Coexpression | Genes down-regulated in metastatic tumors from the whole panel of patients with prostate cancer. | 4.18E-05 | 3.37E-03 | 7 | 305 | SOX2,THSD4,KRT15,CHRM3,PPM1L,FGFR2,PCDH7 |
| Coexpression | Integrin, VEGF, Wnt and TGFbeta signaling pathway genes down-regulated in PC-3 cells (prostate cancer) after knockdown of PDEF by RNAi. | 2.34E-04 | 1.05E-02 | 3 | 39 | KRT19,PIK3R3,ITGB6 |
| Disease | Malignant tumor of colon | 1.07E-10 | 1.84E-07 | 27 | 1714 | SOX2,CFH,SEPP1,KRT19,UBD,TNC,TFPI2,NTRK2,OLFM4,SLFN12,MECOM,CAT,EDIL3,CHRM3,ITGB6,CEMIP,LOC101930123,CLU,CD36,UCP2,PLA2G2A,CCL2,PLAT,EEF2K,FGFR2,MMP13,XPR1 |
| Disease | Malignant neoplasm of pancreas | 3.16E-06 | 6.83E-04 | 20 | 1619 | SOX2,SEPP1,KRT19,TNC,TFPI2,NTRK2,OLFM4,CXCL14,BCKDHB,CLDN8,LOC101930123,CLU,CCL2,EEF2K,FGFR2,MMP12,IL33,GABBR1,EPHA4,XPR1 |
| Disease | Atrophic condition of skin | 7.78E-06 | 1.04E-03 | 6 | 118 | CFH,KRT19,SLFN12,CLU,CCL2,FGFR2 |
| Disease | Malignant neoplasm of skin | 2.52E-04 | 7.27E-03 | 6 | 220 | KRT19,CAT,PLAT,FGFR2,MMP12,IL33 |
| Disease | Squamous cell carcinoma | 4.35E-05 | 2.90E-03 | 18 | 1608 | SOX2,KRT19,TNC,TFPI2,MECOM,CXCL14,CAT,ITGB6,DST,CLU,CD36,CCL2,PLAT,VAV3,FGFR2,MMP12,MMP13,IL33 |
Genes differentially expressed in the HaCat-IKKα skin equivalents (for a complete list, see Supplementary inf, Table 1
| Probe ID | Gene Symbol | Gene Title | FoldChange (log2) | Probe ID | Gene Symbol | Gene Title | FoldChange (log2) | ||
|---|---|---|---|---|---|---|---|---|---|
| 223720_at | SPINK7 | serine peptidase inhibitor, Kazal type 7 (putative) | 2.37 | 0.0017 | 1569948_at | BC047651 | Homo sapiens cDNA clone IMAGE:5275301. | −2.84 | 6.00E-04 |
| 220620_at | CRCT1 | cysteine-rich C-terminal 1 | 2.24 | 2.00E-04 | 205413_at | MPPED2 | metallophosphoesterase domain containing 2 | −2.1 | 2.00E-04 |
| 205767_at | EREG | epiregulin | 2.16 | 0.0047 | 214598_at | CLDN8 | claudin 8 | −2.03 | 0.0017 |
| 224329_s_at | CNFN | cornifelin | 2.01 | 0.0015 | 212768_s_at | OLFM4 | olfactomedin 4 | −1.92 | 0.0015 |
| 224328_s_at | LCE3D | late cornified envelope 3D | 1.94 | 0.0015 | 209821_at | IL33 | interleukin 33 | −1.91 | 0.0045 |
| 215465_at | ABCA12 | ATP-binding cassette, sub-family A (ABC1), member 12 | 1.77 | 0.0024 | 201427_s_at | SEPP1 | selenoprotein P, plasma, 1 | −1.9 | 0.0044 |
| 204439_at | IFI44L | interferon-induced protein 44-like | 1.69 | 0.0045 | 228038_at | SOX2 | SRY (sex determining region Y)-box 2 | −1.88 | 0.0054 |
| 219554_at | RHCG | Rh family, C glycoprotein | 1.68 | 0.0024 | 203649_s_at | PLA2G2A | phospholipase A2, group IIA (platelets, synovial fluid) | −1.86 | 6.00E-04 |
| 211657_at | CEACAM6 | carcinoembryonic antigen-related cell adhesion molecule 6 (non-specific cross reacting antigen) | 1.67 | 0.0015 | 221796_at | NTRK2 | neurotrophic tyrosine kinase, receptor, type 2 | −1.84 | 0.0015 |
| 1564307_a_at | A2ML1 | alpha-2-macroglobulin-like 1 | 1.66 | 0.0118 | 221795_at | NTRK2 | neurotrophic tyrosine kinase, receptor, type 2 | −1.81 | 0.0079 |
| 1554921_a_at | SCEL | sciellin | 1.63 | 0.0015 | 222484_s_at | CXCL14 | chemokine (C-X-C motif) ligand 14 | −1.6 | 0.0185 |
| 205626_s_at | CALB1 | calbindin 1, 28kDa | 1.62 | 0.0051 | 204580_at | MMP12 | matrix metallopeptidase 12 (macrophage elastase) | −1.57 | 0.0255 |
| 220664_at | SPRR2C | small proline-rich protein 2C (pseudogene) | 1.61 | 0.0032 | 227266_s_at | FYB | FYN binding protein | −1.57 | 0.0024 |
| 236429_at | ZNF83 | zinc finger protein 83 | 1.6 | 0.0015 | 218002_s_at | CXCL14 | chemokine (C-X-C motif) ligand 14 | −1.54 | 0.015 |
| 218990_s_at | SPRR3 | small proline-rich protein 3 | 1.59 | 0.0034 | 1559633_a_at | CHRM3 | cholinergic receptor, muscarinic 3 | −1.42 | 0.0026 |
| 206193_s_at | CDSN | corneodesmosin | 1.57 | 0.0143 | 211795_s_at | FYB | FYN binding protein | −1.31 | 0.0061 |
| 212531_at | LCN2 | lipocalin 2 | 1.55 | 0.0015 | 225123_at | SESN3 | sestrin 3 | −1.31 | 0.0048 |
| 219795_at | SLC6A14 | solute carrier family 6 (amino acid transporter), member 14 | 1.54 | 0.0127 | 228640_at | PCDH7 | protocadherin 7 | −1.31 | 0.0135 |
| 232056_at | SCEL | sciellin | 1.53 | 0.0015 | 228766_at | CD36 | CD36 molecule (thrombospondin receptor) | −1.29 | 0.0045 |
| 206884_s_at | SCEL | sciellin | 1.52 | 0.0015 | 226420_at | MECOM | MDS1 and EVI1 complex locus | −1.27 | 0.0055 |
| 223484_at | C15orf48 | chromosome 15 open reading frame 48 | 1.46 | 0.0071 | 204364_s_at | REEP1 | receptor accessory protein 1 | −1.25 | 0.0068 |
| 205625_s_at | CALB1 | calbindin 1, 28kDa | 1.41 | 0.0045 | 205890_s_at | GABBR1 /// UBD | gamma-aminobutyric acid (GABA) B receptor, 1 /// ubiquitin D | −1.21 | 0.0073 |
| 223082_at | SH3KBP1 | SH3-domain kinase binding protein 1 | 1.4 | 0.0032 | 243546_at | – | – | −1.2 | 0.0079 |
| 1554168_a_at | SH3KBP1 | SH3-domain kinase binding protein 1 | 1.39 | 0.0015 | 201860_s_at | PLAT | plasminogen activator, tissue | −1.19 | 0.0025 |
| 203234_at | UPP1 | uridine phosphorylase 1 | 1.38 | 0.0091 | 1553705_a_at | CHRM3 | cholinergic receptor, muscarinic 3 | −1.18 | 0.0083 |
| 206176_at | BMP6 | bone morphogenetic protein 6 | 1.37 | 0.0065 | 205725_at | SCGB1A1 | secretoglobin, family 1A, member 1 (uteroglobin) | −1.16 | 0.0249 |
| 237732_at | PRR9 | proline rich 9 | 1.37 | 0.0073 | 218806_s_at | VAV3 | vav 3 guanine nucleotide exchange factor | −1.16 | 0.0034 |
| 203757_s_at | CEACAM6 | carcinoembryonic antigen-related cell adhesion molecule 6 (non-specific cross reacting antigen) | 1.36 | 0.0024 | 205959_at | MMP13 | matrix metallopeptidase 13 (collagenase 3) | −1.15 | 0.0151 |
| 235438_at | – | – | 1.36 | 0.0233 | 215692_s_at | MPPED2 | metallophosphoesterase domain containing 2 | −1.15 | 0.0055 |
| 206628_at | SLC5A1 | solute carrier family 5 (sodium/glucose cotransporter), member 1 | 1.32 | 0.0024 | 201650_at | KRT19 | keratin 19 | −1.14 | 0.0032 |
| 201884_at | CEACAM5 | carcinoembryonic antigen-related cell adhesion molecule 5 | 1.31 | 0.0036 | 242476_at | – | – | −1.14 | 0.0032 |
| 207381_at | ALOX12B | arachidonate 12-lipoxygenase, 12R type | 1.31 | 0.0034 | 208228_s_at | FGFR2 | fibroblast growth factor receptor 2 | −1.13 | 0.0058 |
| 224009_x_at | DHRS9 | dehydrogenase/reductase (SDR family) member 9 | 1.3 | 0.0028 | 221884_at | MECOM | MDS1 and EVI1 complex locus | −1.13 | 0.0125 |
| 235368_at | ADAMTS5 | ADAM metallopeptidase with thrombospondin type 1 motif, 5 | 1.27 | 0.0213 | 208998_at | UCP2 | uncoupling protein 2 (mitochondrial, proton carrier) | −1.12 | 0.0073 |
| 236119_s_at | SPRR2G | small proline-rich protein 2G | 1.26 | 0.0082 | 225275_at | EDIL3 | EGF-like repeats and discoidin I-like domains 3 | −1.11 | 0.0295 |
| 203559_s_at | AOC1 | amine oxidase, copper containing 1 | 1.25 | 0.0026 | 228108_at | PPM1L | protein phosphatase, Mg2+/Mn2+ dependent, 1L | −1.11 | 0.0182 |
| 205899_at | CCNA1 | cyclin A1 | 1.25 | 0.0079 | 202295_s_at | CTSH | cathepsin H | −1.1 | 0.0496 |
| 223952_x_at | DHRS9 | dehydrogenase/reductase (SDR family) member 9 | 1.25 | 0.0024 | 233289_at | – | – | −1.09 | 0.0384 |
| 1557321_a_at | CAPN14 | calpain 14 | 1.23 | 0.0045 | 218807_at | VAV3 | vav 3 guanine nucleotide exchange factor | −1.08 | 0.0446 |
| 238654_at | VSIG10L | V-set and immunoglobulin domain containing 10 like | 1.23 | 0.0045 | 219885_at | SLFN12 | schlafen family member 12 | −1.07 | 0.03 |
| 216466_at | NAV3 | neuron navigator 3 | 1.22 | 0.0079 | 227148_at | PLEKHH2 | pleckstrin homology domain containing, family H (with MyTH4 domain) member 2 | −1.05 | 0.0119 |
| 242773_at | SLC5A1 | solute carrier family 5 (sodium/glucose cotransporter), member 1 | 1.22 | 0.0024 | 235683_at | SESN3 | sestrin 3 | −1.01 | 0.0255 |
| 208539_x_at | SPRR2B | small proline-rich protein 2B | 1.2 | 0.0048 | 208083_s_at | ITGB6 /// LOC100505984 | integrin, beta 6 /// uncharacterized LOC100505984 | −1 | 0.0443 |
| 220723_s_at | CWH43 | cell wall biogenesis 43 C-terminal homolog (S. cerevisiae) | 1.2 | 0.0047 | 229553_at | PGM2L1 | phosphoglucomutase 2-like 1 | −1 | 0.0329 |
| 235272_at | SBSN | suprabasin | 1.2 | 0.0068 | 218326_s_at | LGR4 | leucine-rich repeat containing G protein-coupled receptor 4 | −0.99 | 0.0223 |
| 221667_s_at | HSPB8 | heat shock 22kDa protein 8 | 1.19 | 0.0036 | 228390_at | RAB30 | RAB30, member RAS oncogene family | −0.99 | 0.0373 |
| 224367_at | BEX2 | brain expressed X-linked 2 | 1.19 | 0.0346 | 242671_at | – | --- | −0.99 | 0.0402 |
| 206199_at | CEACAM7 | carcinoembryonic antigen-related cell adhesion molecule 7 | 1.14 | 0.0034 | 206488_s_at | CD36 | CD36 molecule (thrombospondin receptor) | −0.98 | 0.0076 |
| 206714_at | ALOX15B | arachidonate 15-lipoxygenase, type B | 1.13 | 0.0185 | 241684_at | – | – | −0.96 | 0.0475 |
| 218963_s_at | KRT23 | keratin 23 (histone deacetylase inducible) | 1.13 | 0.0036 | 242836_at | – | – | −0.96 | 0.0317 |
| 211478_s_at | DPP4 | dipeptidyl-peptidase 4 | 1.12 | 0.0307 | 211922_s_at | CAT | catalase | −0.94 | 0.0188 |
| 202086_at | MX1 | myxovirus (influenza virus) resistance 1, interferon-inducible protein p78 (mouse) | 1.11 | 0.0061 | 233664_at | – | – | −0.94 | 0.0366 |
| 206953_s_at | LOC101927458 /// LPHN2 | uncharacterized LOC101927458 /// latrophilin 2 | 1.11 | 0.0106 | 233882_s_at | SEMA6D | sema domain, transmembrane domain (TM), and cytoplasmic domain, (semaphorin) 6D | −0.94 | 0.0452 |
| 220724_at | CWH43 | cell wall biogenesis 43 C-terminal homolog (S. cerevisiae) | 1.1 | 0.0122 | 201645_at | TNC | tenascin C | −0.93 | 0.01 |