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American Journal of Cancer Research logoLink to American Journal of Cancer Research
. 2010 Oct 21;1(1):85–97.

Expression profiling and pathway analysis of Krüppel-like factor 4 in mouse embryonic fibroblasts

Engda G Hagos 1, Amr M Ghaleb 1, Amrita Kumar 2, Andrew S Neish 2, Vincent W Yang 1,3
PMCID: PMC3165197  NIHMSID: NIHMS247697  PMID: 21892412

Abstract

Background: Krüppel-like factor 4 (KLF4) is a zinc-finger transcription factor with diverse regulatory functions in proliferation, differentiation, and development. KLF4 also plays a role in inflammation, tumorigenesis, and reprogramming of somatic cells to induced pluripotent stem (iPS) cells. To gain insight into the mechanisms by which KLF4 regulates these processes, we conducted DNA microarray analyses to identify differentially expressed genes in mouse embryonic fibroblasts (MEFs) wild type and null for Klf4. Methods: Expression profiles of fibroblasts isolated from mouse embryos wild type or null for the Klf4 alleles were examined by DNA microarrays. Differentially expressed genes were subjected to the Database for Annotation, Visualization and Integrated Discovery (DAVID). The microarray data were also interrogated with the Ingenuity Pathway Analysis (IPA) and Gene Set Enrichment Analysis (GSEA) for pathway identification. Results obtained from the microarray analysis were confirmed by Western blotting for select genes with biological relevance to determine the correlation between mRNA and protein levels. Results: One hundred and sixty three up-regulated and 88 down-regulated genes were identified that demonstrated a fold-change of at least 1.5 and a P-value < 0.05 in Klf4-null MEFs compared to wild type MEFs. Many of the up-regulated genes in Klf4-null MEFs encode proto-oncogenes, growth factors, extracellular matrix, and cell cycle activators. In contrast, genes encoding tumor suppressors and those involved in JAK-STAT signaling pathways are down-regulated in Klf4-null MEFs. IPA and GSEA also identified various pathways that are regulated by KLF4. Lastly, Western blotting of select target genes confirmed the changes revealed by microarray data. Conclusions: These data are not only consistent with previous functional studies of KLF4's role in tumor suppression and somatic cell reprogramming, but also revealed novel target genes that mediate KLF4's functions.

Keywords: KLF4, microarray, MEF, DAVID, GSEA, IPA, SAM, FDR

Introduction

Krüppel-like factor 4 (KLF4) [1, 2] is a member of the KLF family of zinc finger transcription factors that are involved in diverse biological processes including proliferation, apoptosis, differentiation, and development [3-7]. KLF4 also plays an important role in pathological conditions such as tumorigenesis and inflammation [8-14]. Moreover, recent studies indicate that KLF4 is involved in the reprogramming of somatic cells to induced pluripotent stem (iPS) cells [15-20]. The finding that KLF4 overexpression prevents mouse embryonic stem (ES) cell differentiation suggests that KLF4 contributes to ES cell self-renewal [21].

Mice deficient for Klf4 have been generated. Klf4-null (Klf4-/-) mice die shortly after birth and exhibit defects in terminal differentiation of epithelial tissues such as the epidermis and colon [22, 23]. Mice with tissue-specific deletion of Klf4 also have perturbed homeostasis in tissues from which the gene was deleted including the conjunctiva and stomach [24, 25]. In contrast, mice heterozygous for Klf4 (Klf4+/-) are normal but have increased tumor burden in the intestine when bred to ApcMin mice that are genetically predisposed to develop intestinal adenomas [10]. Conversely, inhibition of oncogenic Notch signaling in ApcMin mice results in an increase in Klf4 expression accompanied by a reduction in intestinal tumor burden [9]. These results are highly suggestive of a tumor suppressive function for KLF4 in the intestinal epithelium. Recent studies demonstrating that mouse embryonic fibroblasts (MEFs) null for the Klf4 alleles are genetically unstable as evidenced by the presence of aneuploidy, chromosome aberration, and centrosome amplification are consistent with this notion [26].

Despite growing evidence that KLF4 mediates many important physiological processes as exemplified above, the biochemical mechanisms by which KLF4 exerts many of its functions are not well established. Previous studies involving transcriptional profiling of KLF4 when it is overexpressed in a colon cancer cell line indicate that KLF4 has a global inhibitory effect on macromolecular biosynthesis and the cell cycle [27, 28]. However, no systemic evaluation has been conducted to examine the global expression profiles of KLF4 in untransformed cells. Here we compared the expression profiles of KLF4 between MEFs wild type and null for the Klf4 alleles in an attempt to gain further insight into the mechanism of action of KLF4 in a physiological context.

Materials and methods

Isolation of mouse embryonic fibroblasts (MEFs) and cell culture

Mice heterozygous for the Klf4 alleles (Klf4+/-) on a C57BL/6 background [23] were crossbred. MEFs wild type (Klf4+/+), heterozygous (Klf4+/-), or null (Klf4-/-) for Klf4 were derived from day 13.5 embryos using the 3T3 protocol as previously described [29]. Briefly, 106 MEFs were plated on 10-cm dishes and maintained in Dulbecco's modified Eagle's Medium (DMEM), supplemented with 10% fetal bovine serum (FBS), and 1% penicillin-streptomycin at 37°C in atmosphere containing 5% CO2. Cells were passed every 3 days at a density of 106 cells per 10-cm dish. The breeding of mice and isolation of MEFs from mice were approved by the Emory University Institutional Animal Care and Use Committee (protocol number 098-2007).

Purification and preparation of RNA

RNA was processed from cells that had reached 80-90 confluency. Total RNA from cultured wild type and Klf4-null MEFs in triplicate was extracted using Trizol reagent as recommended by the manufacturer (Invitrogen; Carlsbad, CA). RNA was subjected to DNase I treatment in order to remove any contaminating genomic DNA. Final purification was performed on RNAeasy columns (Qiagen; Valencia, CA), according to the manufacturer's recommendations. The integrity of total RNA was confirmed by formaldehyde agarose gel electrophoresis. The RNA was quantified by spectrophotometric reading at 260 and 280 nm and RNA with OD260 /OD280 > 1.8 was submitted for microarray analysis.

Microarray expression analysis

Purified RNA was shipped to the Emory Bio-marker Service Center, Emory University, Atlanta, GA, for microarray analysis. Concentration of the RNA was quantified by a Nanodrop spec-trophotometer (Wilmington, DE) and quality was assessed using the Agilent Bioanalyzer (Foster City, CA). Samples with the RNA integrity number of > 7 were used for further microarray analysis. RNA was amplified into cRNA and labeled by in vitro transcription using Illumina TotalPrep RNA Amplification Kit (Ambion, Applied Biosystems; Foster City, CA). Samples were then hybridized to the Mouse WG-6 v2.0 Expression Beadchip that queries 45,281 transcripts that cover over 19,000 unique, curated genes in the NCBI RefSeq database (Build 36, Release 22). The chips were processed as per manufacturer's instructions without any modification. The arrays were scanned using the BeadStation 500 Instrument (Illumina Inc.; San Diego, CA) and data were normalized using the GenomeStudio v1.0.2 (Illumina Inc.; San Diego, CA). The data discussed in this publication have been deposited in the National Center for Biotechnology Information (NCBI's) Gene Expression Omnibus (GEO) and are accessible through GEO series accession number GSE21768.

Data normalization and statistical analysis

The background subtraction, expression summary, normalization, and log base 2 transformation of gene signals were carried out using Illumina Beadchip software (Illumina Inc.; San Diego, CA). Significant genes were identified using the significance analysis of microarrays (SAM) software [30], for which 1,000 random class assignment permutations estimated a false discovery rate (FDR) rate of 1%. This resulted in the identification of 6,218 genes with significant changes in expression between Klf4+/+ and Klf4-/- MEFs.The 6,218 differentially expressed genes were annotated and biological processes were analyzed using the Database for Annotation, Visualization and Integrated Discovery (DAVID) (www.david.abcc.ncifcrf.gov). A fold-change of > 1.5 or < -1.5 and P < 0.05 were used as the criteria for significant gene expression changes between the Klf4+/+ and Klf4-/- cells. This narrowed the number of significant genes down to 251 genes, including 163 up-regulated and 88 down-regulated ones, in Klf4-null cells.

Pathway analyses were conducted on the 6,218 differentially expressed genes with a FDR of 1% identified above using Gene Set Enrichment Analysis (GSEA; www.broad.mit.edu/gsea) and Ingenuity Pathway Analysis (IPA; www.ingenity.com). GSEA, based on the Kolmogorov-Smirnov statistic, was performed as described [31]. GSEA is a knowledge-based approach for interpreting genome-wide expression profiles, using 1,000 trials with randomly permuted class label to estimate a P-value. For each gene set, the ES (enrichment score) were normalized to account for differences in gene set size. The false discovery rate (FDR) was then calculated relative to the normalized enrichment score (NES) values to determine the false-positive rate. Significant FDR and P-values were less than 25% and 0.001, respectively, in accordance with GSEA recommendations.

IPA assigns biological functions to genes using the Ingenuity Pathways Knowledge Base (Ingenuity Systems, Inc., Redwood City, CA). In this, genes could be sorted several times to different groups, if their function is known as to be multimodal. The dataset containing the gene identifiers and fold-changes were uploaded into the web-based application and each gene identifier was mapped to its corresponding gene object in the Ingenuity Pathways Knowledge Base. After the analysis, generated biological function genes are ordered by P-value of significance and maximum number of genes.

Western blot analysis

Following protein extraction, Western blot analysis was conducted using primary antibodies against CDK2, MMP3, SUMO3, and β-actin (Santa Cruz Biotechnology, Santa Cruz, CA, USA), STAT3, pSTAT3 and SOCS3 (Cell Signaling, Danvers, MA, USA). The blots were incubated with appropriate horseradish peroxidase-conjugated secondary antibodies for 1 h at room temperature. The antibody-antigen complex was visualized by ECL chemiluminescence (Amersham, Pittsburgh, PA, USA).

Results

Changes in global gene expression patterns between wild type and Klf4-null mouse embryonic fibroblasts

To identify differentially expressed genes between wild type and Klf4-null MEFs, complimentary RNAs in triplicate were hybridized to the Illumina Mouse WG-6 v2.0 Expression BeadChip containing 45,218 probes that represent over 19,000 unique, curated mouse genes in the NCBI RefSeq database (Build 36, Release 22). Significance analysis of microarray (SAM) was used to analyze the original normalized dataset. This revealed a total of 6,218 genes that were differentially expressed in the Klf4-null cells compared to wild type MEFs with a false discovery rate (FDR) equal to or less than 1% (1% chance of genes falsely identified as differentially expressed). Among this group, 163 up-regulated and 88 down-regulated genes in Klf4-null compared to wild type MEFs exhibited at least a 1.5 fold-change in expression levels and a P-value < 0.05. Both the up- and down-regulated differentially expressed genes were submitted to DAVID (Database for Annotation, Visualization and Integrated Discovery), a web-based application (david.abcc.ncifcrf.gov) that allows access to a relational database of functional annotation [32, 33]. Shown in Tables 1 and 2 are examples of the up-regulated and down-regulated genes in Klf4-null cells, respectively, that have identifiable molecular functions. Moreover, many of these genes can be clustered into major functional categories. For example, up-regulated genes in Klf4-null cells encode cell cycle activators, extracellular matrix proteins, proto-oncogenes, growth factors, and proteins involved in ubiquitination and inflammatory responses (Table 1). In contrast, a distinct group of genes is down-regulated in Klf4-null cells and includes those encoding JAK-STAT signaling proteins, homeobox proteins, glutathione metabolism, and ephrins (Table 2). The full lists of up- and down-regulated genes in Klf4 -null MEFs are provided as supplementary materials (Tables S1 and S2, respectively).

Table 1.

Examples of functional annotation clustering of genes up-regulated in Klf4-null MEFs

ILLUMINA_ID Gene Symbol Gene Name (Description) P-Value Fold-change
Cell Cycle 8.00E-03
ILMN_1217331 Mcm6 MINICHROMOSOME MAINTENANCE DEFICIENT 6 40.36
ILMN_2723931 E2f6 E2F TRANSCRIPTION FACTOR 6 26.8
ILMN_1218470 Cdk2 CYCLIN-DEPENDENT KINASE 2 9.32
ILMN_2652909 Ddit3 DNA-DAMAGE INDUCIBLE TRANSCRIPT 3 2.07
ILMN_2742152 Gadd45a GROWTH ARREST AND DNA-DAMAGE-INDUCIBLE 45 ALPHA 1.92
ILMN_1227009 Gas2l1 GROWTH ARREST-SPECIFIC 2 LIKE 1 1.74
ILMN_1220454 Anapc13 ANAPHASE PROMOTING COMPLEX SUBUNIT 13 1.61
ILMN_1216213 Incenp INNER CENTROMERE PROTEIN 1.56
ILMN_1256301 Rcc2 REGULATOR OF CHROMOSOME CONDENSATION 2 1.53
Extracellular Matrix 5.80E-06
ILMN_2735184 Col18a1 PROCOLLAGEN, TYPE XVIII, ALPHA 1 51.5
ILMN_1223997 Crtap CARTILAGE ASSOCIATED PROTEIN 32.74
ILMN_2753809 Mmp3 MATRIX METALLOPEPTIDASE 3 31.08
ILMN_2747959 Dcn DECORIN 21.44
ILMN_2737685 Mmp13 MATRIX METALLOPEPTIDASE 13 13.86
ILMN_1258629 Col3a1 PROCOLLAGEN, TYPE III, ALPHA 1 5.65
ILMN_2619952 Mmp10 MATRIX METALLOPEPTIDASE 10 5.32
ILMN_1254546 Col5a2 PROCOLLAGEN, TYPE V, ALPHA 2 3.42
ILMN_1238215 Ctgf CONNECTIVE TISSUE GROWTH FACTOR 2.28
ILMN_2687880 Col1a1 PROCOLLAGEN, TYPE I, ALPHA 1 2.06
ILMN_1258759 Col6a2 PROCOLLAGEN, TYPE VI, ALPHA 2 1.77
ILMN_2678218 Mmp2 MATRIX METALLOPEPTIDASE 2 1.75
ILMN_1217071 Mmp16 MATRIX METALLOPEPTIDASE 16 1.67
Ubiquitin 1.40E-02
ILMN_2662401 Sumo3 SMT3 SUPPRESSOR OF MIF TWO 3 HOMOLOG 3 (YEAST) 70.01
ILMN_1225261 Uchl1 UBIQUITIN CARBOXY-TERMINAL HYDROLASE L1 3.02
ILMN_1229019 Fbxo44 F-BOX PROTEIN 44 2.12
ILMN_2749911 Ube2q2 UBIQUITIN-CONJUGATING ENZYME E2Q (PUTATIVE) 2 1.96
ILMN_2417991 Ube2i UBIQUITIN-CONJUGATING ENZYME E2I 1.79
ILMN_1227863 Ube2n UBIQUITIN-CONJUGATING ENZYME E2N 1.53
Proto-oncogenes 2.70E-03
ILMN_2655260 Ptp4a3 PROTEIN TYROSINE PHOSPHATASE 4A3 4.0
ILMN_1233424 Lbcl1 RHO/RAC GUANINE NUCLEOTIDE EXCHANGE FACTOR (GEF) 2 2.03
ILMN_1224526 Lck LYMPHOCYTE PROTEIN TYROSINE KINASE 2.0
ILMN_1237241 Araf V-RAF MURINE SARCOMA 3611 VIRAL ONCOGENE HOMOLOG 1.83
ILMN_1212787 Pttg1 PITUITARY TUMOR-TRANSFORMING 1 1.8
ILMN_2481071 Hras1 HARVEY RAT SARCOMA VIRUS ONCOGENE 1 1.78
ILMN_1251669 Evi2a ECOTROPIC VIRAL INTEGRATION SITE 2A 1.77
ILMN_2492264 Wisp1 WNT1 INDUCIBLE SIGNALING PATHWAY PROTEIN 1 1.76
ILMN_1221750 Mycl1 LUNG CARCINOMA MYC RELATED ONCOGENE 1 1.66
Growth Factors 2.30E-02
ILMN_1238547 Areg AMPHIREGULIN 21.43
ILMN_1215252 Bmp4 BONE MORPHOGENETIC PROTEIN 4 14.31
ILMN_2745480 Fgf13 FIBROBLAST GROWTH FACTOR 13 6.53
ILMN_2710698 Fgf21 FIBROBLAST GROWTH FACTOR 21 5.51
ILMN_1236725 Gdf1 GROWTH DIFFERENTIATION FACTOR 1 2.53
ILMN_2484527 Vegfa VASCULAR ENDOTHELIAL GROWTH FACTOR A 1.97
ILMN_2736496 Fgf10 FIBROBLAST GROWTH FACTOR 10 1.73
Chemotaxis 1.50E-02
ILMN_1231814 Ccl5 CHEMOKINE (C-C MOTIF) LIGAND 5 13.25
ILMN_2763243 Cxcl1 CHEMOKINE (C-X-C MOTIF) LIGAND 1 8.46
ILMN_2658910 Cxcl12 CHEMOKINE (C-X-C MOTIF) LIGAND 12 6.78
ILMN_1245710 Ccl2 CHEMOKINE (C-C MOTIF) LIGAND 2 5.47
ILMN_1214419 Cxcl10 CHEMOKINE (C-X-C MOTIF) LIGAND 10 2.94
Inflammatory Response 1.60E-02
ILMN_1230789 C3 COMPLEMENT COMPONENT 3 8.8
ILMN_2763243 Cxcl1 CHEMOKINE (C-X-C MOTIF) LIGAND 1 8.46
ILMN_2742075 Cd14 CD14 ANTIGEN 2.68
ILMN_1254383 Atrn ATTRACTIN 1.99
ILMN_1259252 Anxa1 ANNEXIN A1 1.99
Other Genes
ILMN_1218967 Kif2c KINESIN FAMILY MEMBER 2C 37.42
ILMN_2611181 Ccdc3 COILED-COIL DOMAIN CONTAINING 3 36.32
ILMN_2703267 Nes NESTIN 18.5
ILMN_1245451 Rab6b RAB6B, MEMBER RAS ONCOGENE FAMILY 14.71
ILMN_2713285 Fhl1 FOUR AND A HALF LIM DOMAINS 1 14.19
ILMN_2606660 Card10 CASPASE RECRUITMENT DOMAIN FAMILY, MEMBER 10 10.23
ILMN_2686327 Gas6 GROWTH ARREST SPECIFIC 6 8.94
ILMN_2689998 Fjx1 FOUR JOINTED BOX 1 (DROSOPHILA) 8.81
ILMN_1247646 H1fx H1 HISTONE FAMILY, MEMBER X 6.91
ILMN_1217159 Lmo7 LIM DOMAIN ONLY 7 5.51
ILMN_1214327 S100a13 S100 CALCIUM BINDING PROTEIN A13 5.19
ILMN_1242829 Prdx2 PEROXIREDOXIN 2 5.10
ILMN_2868133 Gata6 GATA BINDING PROTEIN 6 4.75
ILMN_1227993 Vav3 VAV 3 ONCOGENE 2.67
ILMN_2714361 Cd34 CD34 ANTIGEN 2.32
ILMN_2687880 Col1a1 PROCOLLAGEN, TYPE I, ALPHA 1 2.02
ILMN_1214227 Krt1-10 KERATIN COMPLEX 1, ACIDIC, GENE 1-10 1.84

The criteria for Functional Annotation Clustering of Gene analysis was set at P < 0.05 and fold-change 3 1.5. Shown are functional clusters of genes that were up-regulated in Klf4-null MEFs.

Table 2.

Examples of functional annotation clustering of genes down-regulated in Klf4-null MEFs

ILLUMINA_ID Gene Symbol Gene Name (Description) P-Value Fold-change
JAT-STAT Signaling 1.90E-02
ILMN_1219155 Jak3 JANUS KINASE 3 -3.448
ILMN_2698046 Stat3 SIGNAL TRANSDUCER AND ACTIVATOR OF TRANSCRIPTION 3 -2.273
ILMN_2618176 Socs3 SUPPRESSOR OF CYTOKINE SIGNALING 3 -1.538
Homeobox 4.20E-03
ILMN_2860958 Dlx2 DISTAL-LESS HOMEOBOX 2 -14.286
ILMN_1219807 Hoxd4 HOMEO BOX D4 -6.667
ILMN_1242977 Hoxb5 HOMEO BOX B5 -5.263
ILMN_2636480 Hoxa5 HOMEO BOX A5 -4
Glutathione Metabolism 2.90E-03
ILMN_2773022 Gsta4 GLUTATHIONE S-TRANSFERASE, ALPHA 4 -9.091
ILMN_2624854 Gstm2 GLUTATHIONE S-TRANSFERASE, MU 2 -5
ILMN_1228233 Gstm1 GLUTATHIONE S-TRANSFERASE, MU 1 -2.564
ILMN_2705777 Gstm5 GLUTATHIONE S-TRANSFERASE, MU 5 -2.439
ILMN_2641807 Gstm6 GLUTATHIONE S-TRANSFERASE, MU 6 -2.326
Ephrin 2.60E-02
ILMN_1257372 Efnb1 EPHRIN B1 -2.041
ILMN_1217493 Efna4 EPHRIN A4 -1.639
ILMN_2716212 Efnb2 EPHRIN B2 -1.515
Other Genes
ILMN_2771738 Dlk1 DELTA-LIKE 1 HOMOLOG (DROSOPHILA) -307.819
ILMN_1256371 Fez1 FASCICULATION AND ELONGATION PROTEIN ZETA 1 -37.299
ILMN_2724942 Ptgis PROSTAGLANDIN I2 (PROSTACYCLIN) SYNTHASE -33.333
ILMN_1224866 Ptgs1 PROSTAGLANDIN-ENDOPEROXIDE SYNTHASE 1 -12.5
ILMN_1260020 Pcdh1 PROTOCADHERIN 1 -8.362
ILMN_3163581 En1 ENGRAILED 1 -7.692
ILMN_2699052 Nrn1 NEURITIN 1 -4.387
ILMN_1246282 Tcfap2a TRANSCRIPTION FACTOR AP-2, ALPHA -3.658
ILMN_2628178 Socs2 SUPPRESSOR OF CYTOKINE SIGNALING 2 -3.226
ILMN_2729197 Hic1 HYPERMETHYLATED IN CANCER 1 -3.587
ILMN_1240677 Gadd45gip1 GROWTH ARREST AND DNA-DAMAGE-INDUCED GAMMA INTERACTING PROTEIN 1 -3.026
ILMN_2623578 Nid1 NIDOGEN 1 -2.71
ILMN_2677332 Hic2 HYPERMETHYLATED IN CANCER 2 -2.515

The criteria for Functional Annotation Clustering of Gene analysis was set at P < 0.05 and fold-change 3 1.5. Shown are functional clusters of genes that were down-regulated in Klf4-null MEFs.

Ingenuity biological functional analyses of the genes in wild type and Klf4-null MEFs

We next used Ingenuity Pathway Analysis (IPA; www.ingenuity.com) to test for enrichment of known gene function. IPA groups significant genes according to biological processes in which they function. The program displays the genes' significance values, the other genes with which it interacts, and how the genes' products directly and indirectly act on each other. The criteria applied for the search of major biological function categories were maximum number of genes and the P-value of significance. A range of P-values between 3.18 ×10-14 to 5.75 × 10-03 is considered statistically significant. Table 3 shows the most significant results of analysis of 6,218 differentially expressed genes with a FDR less than or equal to 1% identified by SAM. As shown, top biological functions regulated by KLF4 include tumorigenesis, cell death, neoplasia, cancer, apoptosis, proliferation and growth of cells. This result is consistent with previous findings that KLF4 is involved in tumor suppression, cellular proliferation, and apoptosis. Interestingly, one particularly large gene set is involved in neurological disorder (1,016 genes) although the P-value just reached statistical significance (Supplementary Table S3).

Table 3.

Top high-level functions identified by Ingenuity global function analysis of genes regulated by Klf4

Biological Function Classification Number of Genes Significance (P-value)
Tumorigenesis 802 2.42E-06
Cell death 753 3.18E-14
Neoplasia 751 2.45E-06
Cancer 719 5.29E-06
Apoptosis 659 5.53E-15
Proliferation of cells 614 6.31E-06
Growth of cells 525 4.10E-12
Development of cells 342 1.78E-07
Migration of cells 333 9.54E-06

The criteria applied for the search of major biological function categories were maximum number of genes and the P-value of significance. P-values in the range of 3.18 ×10-14to 5.75 × 10-03 indicated statistical significance.

Functional pathway analysis with Gene Set Enrichment Analysis (GSEA)

We also used the GSEA functional enrichment analysis to interrogate molecular pathways enriched in the two MEFs. In this exercise, 6,218 differentially expressed genes were analyzed for gene sets enriched in Klf4-null and wild type cells. A total of 47 pathway gene sets, 23 in Klf4 -null and 24 in wild type cells, were significantly enriched with a P-value < 0.05 and FDR < 0.25. Tables 4 and 5 show the lists of gene sets enriched in Klf4-null and wild type MEFs, respectively. The complete dataset is provided as Supplementary Table S4, which also includes the specific genes in the pathway gene sets that were enriched in the Klf4-null or wild type MEFs. In addition, snapshots of the enriched pathways in Klf4-null and wild type cells are provided as Supplementary Figures S1 and S2, respectively.

Table 4.

Gene sets enriched in Klf4-null cells Identified by GSEA

Gene sets Size ES NES FDR q-value
Bile acid biosynthesis 21 -0.572 -1.844 0.213
The 50 most downregulated genes in primary invasive breast dutcal carcinoma or metastatic breast carcinoma isolated from lymph nodes, as compared to normal mammary epithelium. 25 -0.642 -1.787 0.062
Genes up-regulated in multiple myeloma cells exposed to the pro-proliferative cytokine IL-6 versus those with N-ras-activating mutations 19 -0.577 -1.775 0.133
Genes involved in hematopoietic cell lineage 65 -0.524 -1.739 0.130
B cell antigen receptors (BCRs) activate tyrosine kinases and transiently increase tyrosine phosphorylation on binding to antigen. 33 -0.533 -1.735 0.111
Genes down-regulated in hepatoma tissue of Myc+E2f1 transgenic mice 54 -0.505 -1.690 0.131
Genes involved in ERBB signaling pathway 82 -0.426 -1.684 0.118
Genes with spiked expression in subsets of MM PCs from newly diagnosed patients 21 -0.725 -1.684 0.109
Genes involved in regulation of autophagy 23 -0.570 -1.664 0.102
Genes involved in type I diabetes mellitus 19 -0.471 -1.661 0.097
Genes expressed in classic medulloblastomas. 35 -0.498 -1.661 0.093
Genes down-regulated in hepatoma tissue of Myc+Tgfa transgenic mice 54 -0.556 -1.660 0.104
Genes involved in nicotinate and nicotinamide metabolism 21 -0.701 -1.654 0.099
Any process involved in the controlled movement of a cell. 48 -0.479 -1.644 0.091
Tyrosine metabolism 27 -0.494 -1.636 0.108
Inflammatory response pathway 15 -0.792 -1.621 0.093
Genes involved in cytokine-cytokine receptor interaction 209 -0.466 -1.619 0.109
Down-regulated at 6-12 hours following treatment of WS1 human skin fibroblasts with UVC at a low dose 15 -0.601 -1.615 0.116
Any series of molecular signals initiated by the binding of an extracellular ligand to a receptor on the surface of the target cell 117 -0.470 -1.601 0.122
Genes involved in Toll-like receptor signaling pathway 96 -0.508 -1.600 0.118
Genes involved in Hedgehog signaling pathway 54 -0.601 -1.593 0.122
Reactive oxidative species related genes curated from GO 27 -0.565 -1.581 0.130
Genes down-regulated in hepatoma tissue of E2f1 transgenic mice 51 -0.506 -1.580 0.127

All genes were ranked by differential expression between Klf4-null and wild type MEFs using enrichment score; enrichment score normalized for differences in gene set size; and false discovery rate. Size equals the number of genes in the gene list mapped to the dataset. ES: enrichment score; NES: normalized enrichment score; FDR q-value: false discovery rate—multiple comparisons correction (q-value). The criteria for the GSEA analysis was P < 0.05 and false discovery rate (FDR) < 25%.

Table 5.

Gene sets enriched in wild type cells Identified by GSEA

Gene sets Size ES NES FDR q-value
Prostaglandin and leukotriene metabolism 28 0.628 1.871 0.054
The intrinsic prothrombin activation pathway is activated by traumatized blood vessels and induces clot formation 22 0.659 1.732 0.095
Genes involved in antigen processing and presentation 40 0.514 1.646 0.134
Up-regulated at 3 months of age in lungs from lysosomal acid lipase (LAL) knockout mice, which display pulmonary pathology, versus wild-type controls 46 0.507 1.631 0.119
Up-regulated following stable autocrine expression of human growth hormone in mammary carcinoma cells (MCF-7) 150 0.488 1.627 0.110
Genes involved in ABC transporters - general 40 0.540 1.617 0.104
The beta subunit of the IL-2 receptor is required for IL-2 and IL-15 signal recognition and activates JAK kinase on ligand binding 35 0.545 1.572 0.134
Genes highly expressed in hepatitis C-related hepatocellular carcinoma 28 0.523 1.552 0.157
HOX genes related to hematopoiesis 31 0.500 1.539 0.159
Downregulated by nickel(II) in human peripheral lung epithelial cells 16 0.702 1.518 0.208
Genes downregulated in multiple myeloma plasma cells that secrete the light chain immunoglobulin Ig-lambda versus those that secrete Ig-kappa. 27 0.503 1.517 0.192
Genes involved in JAK-STAT signaling pathway 134 0.451 1.510 0.192
Glutathione metabolism 20 0.699 1.510 0.173
Genes involved in basal transcription factors 28 0.583 1.508 0.186
Thrombin cleaves protease-activated receptors PAR1 and PAR4 to induce calcium influx and activate platelet aggregation, a process inhibited by aspirin 21 0.500 1.490 0.199
Down-regulated in mature, differentiated adipocytes following simultaneous treatment with troglitazone and TNFalpha 25 0.731 1.482 0.201
Up-regulated in primary human adipocytes, versus preadipocytes 59 0.499 1.470 0.207
Down-regulated by infection of human colon adenocarcinoma cells (SW480) with Ad-BRCA1, versus Ad-LacZ control 16 0.555 1.466 0.203
Downregulated by ectopic expression of NF90 in GHOST(3)CXCR4 cells 33 0.612 1.466 0.194
Genes involved in taste transduction 27 0.485 1.462 0.192
Downregulated by both Et-743 and Pt-650 in HCT116 cells 21 0.438 1.460 0.190
Genes involved in arachidonic acid metabolism 40 0.434 1.454 0.204
Summary of genes up-regulated in EFTs compared with normal body atlas 27 0.499 1.453 0.200

All genes were ranked by differential expression between Klf4-null and wild type MEFs using enrichment score; enrichment score normalized for differences in gene set size; and false discovery rate. Size equals the number of genes in the gene list mapped to the dataset. ES: enrichment score; NES: normalized enrichment score; FDR q-value: false discovery rate—multiple comparisons correction (q-value). The criteria for the GSEA analysis was P < 0.05 and false discovery rate (FDR) < 25%.

In Klf4-null MEFs, GSEA showed a significant enrichment in gene sets associated with bile acid biosynthesis, hematopoietic cell lineage, multiple myeloma, genes expressed in medulloblastomas, cell motility, cytokine receptor, cell surface receptors, autophagy, and inflammatory response. Moreover, signaling pathways including ERBB, toll like receptors, and hedgehog signaling were enriched in Klf4-null cells. On the other hand, significant enrichment in gene sets associated with antigen processing and presentation, IL-2 receptor pathway, HOX genes, JAK-STAT signaling pathways, glutathione metabolism, basal transcription factors, and adipocytes differentiation were enriched in the wild type cells. Figure 1 shows the results of enrichment of the JAK-STAT signaling pathway in wild type MEFs. In this example, GSEA mapped 134 out of 1,381 genes and found a highly significant correlation between the gene list and dataset (P < 0.001 and FDR q-value = 0.192). This is consistent with the results in Table 2 showing that some of the genes involved in the JAK-STAT signaling pathway such as JAK3, STAT3, and SOCS3, are down-regulated in Klf4-null MEFs. Among these factors, STAT3 is required for embryonic stem cell maintenance and SOCS3 is involved in differentiation of embryonic stem cells [21, 34, 35].

Fiugre 1.

Fiugre 1

Gene set enrichment analysis (GSEA) for the JAK-STAT signaling pathway. (A) Shown are enrichment scores with a ranked list metric. The arrow indicates the enrichment score of 0.45. (B) Heat map of the results of microarray analysis of 32 core enrichment genes in the JAK-STAT signaling pathway in wild type (Klf4+/+) and Klf4-null (Klf4-/-) MEFs in triplicate. Red color represents up-regulated and blue color, down-regulated, genes. Significantly enriched data sets are selected according to GSEA default settings, i.e., P < 0.001 and a false discovery rate (FDR) < 0.

Validation of microarray data by Western blot analysis of select genes

We validated some of the microarray data by Western blot analysis of select genes in wild type and Klf4-null MEFs. In the microarray analysis CDK2, MMP3, and SUMO3 mRNAs were found to be up-regulated in the Klf4-null cells (Table 1). On the other hand, STAT3 and SOCS3 mRNAs were down-regulated (Table 2). Consistent with the microarray observations, Western blot analysis of Klf4-null MEFs showed excellent correlation in changes of expression for each of these genes between wild type and Klf4-null cells (Figure 2). Interestingly, the level of phosphorylated STAT3 (pSTAT3) was also reduced in Klf4-null cells.

Figure 2.

Figure 2

Confirmation of select microarray data by Western blot analysis. (A) Western blot analysis of genes up-regulated in Klf4-null including CDK2, MMP3, and SUMO3. (B) Western blot analysis of genes down-regulated in Klf4-null including STAT3, pSTAT3, and SOCS3. (C) Actin loading control. Shown are the representative results of 2 independent experiments. +/+ = wild type and -/- = Klf4-null MEFs.

Discussion

Since it was initially identified some 14 years ago [1, 2], KLF4 has been shown to play an increasingly broad and important function in both physiological and pathological processes. Physiologically, KLF4 regulates proliferation, differentiation, development, apoptosis, and somatic cell reprogramming. KLF4 is also involved in disease conditions such as tumorigenesis and inflammation. Earlier studies indicate that KLF4 is a potent inhibitor of cell proliferation [1, 36] and mediates the cell cycle-checkpoint function of the tumor suppressor, p53 [37-40]. Subsequent studies confirmed this inhibitory effect by the demonstration that KLF4 exerts a tumor suppressive effect in vivo [9, 10]. Previous attempts at establishing the expression profiles of KLF4 were conducted in cultured cancer cells over-expressing KLF4 [27, 28]. These studies confirmed the cell cycle-checkpoint activity of KLF4 and provided additional evidence that KLF4 regulates both epithelial differentiation and macromolecular biosynthesis. In contrast, the present study shows for the first time the transcriptional profiles of KLF4 in a non-transformed cell system and as a result, identified many additional novel targets of KLF4 such as those involved in extracellular matrix, ubiquitin, growth factors, chemotaxis, JAK-STAT, and ephrin signaling (Tables 1 and 2). Moreover, the current study does not involve over-expression as in the previous work, thus rendering the results more physiologically relevant.

The cells used in the current study, mouse embryonic fibroblasts (MEFs), have previously been characterized [26]. Relative to wild type cells, MEFs deficient for Klf4 had both a higher rate of proliferation and apoptosis. In addition, Klf4-null cells exhibited evidence of genetic instability as evidenced by the presence of aneuploidy, chromosome aberration and centrosome amplification [26]. A mechanism underlying this genetic instability in the absence of KLF4 is likely due to elevated cyclin E levels, which are normally suppressed by KLF4 [26]. The current study provides additional supporting evidence by showing that CDK2 is significantly up-regulated in Klf4-null cells (Table 1 and Figure 2). Accompanying the increase in CDK2 levels is the up-regulation of numerous other cell cycle-promoting genes as shown in Table 1. Moreover, at least a subset of these genes such as MCM and E2F overlaps with those previously identified to be suppressed by KLF4 [27, 28]. The results of the present study therefore provide further mechanistic evidence for the observed inhibitory effect of KLF4 on proliferation.

Consistent with the tumor suppressive role for KLF4, results in Table 1 also show that numerous genes involved in tumorigenesis such as proto-oncogenes and those encoding extracellular matrix proteins, growth factors, chemokines, and inflammatory response. Many of these gene families have important roles in regulating cell growth, migration, and angiogenesis. For example, several genes encoding matrix metalloproteinases (MMPs) are up-regulated in Klf4-null cells (Table 1). The up-regulation of MMPs have has been implicated in the increase in proliferation, anchorage-independent growth, tumor progression, invasion, and metastasis [41-43]. One in particular, MMP3, promotes cellular proliferation when over-expressed in transgenic mice [44]. Over-expression of MMP3 in vitro induces mesenchymal-epithelial transition (EMT) and promotes tumor progression with resultant genetic instability [45, 46]. Many of the pheno-types upon MMP3 over-expression such as genetic instability and anchorage-independent growth are shared with MEFs null for Klf4 [26]. The up-regulation of MMPs, including MMP3 (Table 1; Figure 2), in Klf4-null cells may therefore be responsible for at least some of these events.

One of the most up-regulated genes in Klf4-null MEFs from the microarray analysis is small ubiquitin-like modifier 3 (SUMO3) (Table 1). Western blot analysis confirmed its elevation in Klf4-null cells (Figure 2). Post-translational modification by SUMOs is usually transient and alters protein function by affecting protein-protein interaction [47]. Recent studies indicate that the SUMO cascade is involved in the mammalian DNA damage response from genotoxic stress [48, 49]. Klf4-null MEFs contain a high level of phos-phorylated histone H2AX (γH2AX), a marker for double-strand DNA breaks, and exhibit chromosome aberrations including dicentric chromosomes, double minute chromosomes, and chromatid breaks [26]. The elevated SUMO3 levels in these cells could therefore be a reflection of the cellular response to wide-spread DNA damage observed in Klf4-null MEFs.

KLF4 is one of several factors capable of reprogramming somatic cells to induced pluripotent stem (iPS) cells [15-20]. However, the mechanism by which KLF4 achieves this task is not completely understood. KLF4 interacts with two other factors, Oct4 and Sox2, to promote reprogramming [50] and may form a core circuitry with other KLFs to regulate self-renewal of embryonic stem cells [51]. KLF4 also suppresses expression of the tumor suppressor gene, p53 [52], which was recently shown to be a barrier to efficient reprogramming [53-57]. In this study, we demonstrated that the JAK-STAT signaling pathway is enriched in wild type MEFs relative to Klf4-null MEFs (Tables 2 and 5; Figure 1). This could provide another mechanism by which KLF4 may influence ES cell self-renewal. A previous study showed that promotion of mouse ES cell self-renewal and maintenance of pluripotency requires leukemia inhibitory factor (LIF)-stimulated STAT3 activation [21]. KLF4 is a LIF-responsive gene and overexpression of KLF4 in ES cells results in a greater capacity to self-renew [21]. A subsequent study demonstrated that KLF4 is activated by the JAK-STAT3 pathway, thus providing a mechanism by which LIF activates KLF4 [58]. It is of interest to note that both STAT3 and phospho-STAT3 levels are elevated in wild type MEFs compared to Klf4-null MEFs (Figure 2), a finding that suggests KLF4 may activate STAT3 expression, thus providing a positive feedback loop to promote ES self-renewal. Similarly, the level of SOCS3 is higher in wild type MEFs than Klf4-null cells (Figure 2). SOCS3 is also a target of LIF signaling but promotes differentiation when over-expressed [21]. KLF4 may therefore be positioned in a nodal point to mediate LIF-induced JAK-STAT signaling and to modulate the decision between self-renewal and differentiation.

In summary, our study established distinct transcriptional profiles of MEFs wild type and null for the Klf4 alleles. Functional clustering and pathway analysis identified a rich series of potential targets that may mediate KLF4's myriads of functions. In particular, our results further strengthened the previously established role of KLF4 in maintaining genetic stability and tumor suppression. Moreover, the results provided novel insights by which KLF4 may regulate somatic cell reprogramming. Studies are warranted to further substantiate the mechanisms by which KLF4 regulates these important processes.

Acknowledgments

This work was supported in part by grants from the National Institutes of Health (DK52230, DK64399, CA84197, and CA130308). EGH was an Emory Fellowships in Research and Science Teaching (FIRST) fellow.

Supplemental Data

Fiugre S1.

Fiugre S1

Snapshot of enriched gene sets identified by GSEA in Klf4-null MEFs.

Fiugre S2.

Fiugre S2

Snapshot of enriched gene sets identified by GSEA in wild type MEFs.

Table S1.

Functional Annotation Clustering of Genes Up-Regulated in Klf4-Null MEFs

ILLUMINA ID Gene Symbol Gene Name (Description) P-value Fold-Change
Cell Cycle 8.00E-03
ILMN_1217331 Mcm6 MINICHROMOSOME MAINTENANCE DEFICIENT 6 40.36
ILMN_2723931 E2f6 E2F TRANSCRIPTION FACTOR 6 26.8
ILMN_2724570 Mapk12 MITOGEN-ACTIVATED PROTEIN KINASE 12 22.19
ILMN_1218470 Cdk2 CYCLIN-DEPENDENT KINASE 2 9.32
ILMN_1234909 Tipin TIMELESS INTERACTING PROTEIN 5.3
ILMN_1212692 Mapk13 SAPK/ERK/KINASE 4 4.96
ILMN_2666690 Cul7 CULLIN 7 2.23
ILMN_2681776 Mapk6 MITOGEN ACTIVATED PROTEIN KINASE 4 2.11
ILMN_2652909 Ddit3 DNA-DAMAGE INDUCIBLE TRANSCRIPT 3 2.07
ILMN_2742152 Gadd45a GROWTH ARREST AND DNA-DAMAGE-INDUCIBLE 45 ALPHA 1.92
ILMN_1212787 Pttg1 PITUITARY TUMOR-TRANSFORMING 1 1.8
ILMN_1216721 Cdk5 CYCLIN-DEPENDENT KINASE 5 1.78
ILMN_1227009 Gas2l1 GROWTH ARREST-SPECIFIC 2 LIKE 1 1.74
ILMN_2663009 Rassf5 RAS ASSOCIATION (RALGDS/AF-6) DOMAIN FAMILY 5 1.64
ILMN_1220454 Anapc13 ANAPHASE PROMOTING COMPLEX SUBUNIT 13 1.61
ILMN_1216213 Incenp INNER CENTROMERE PROTEIN 1.56
ILMN_1256301 Rcc2 REGULATOR OF CHROMOSOME CONDENSATION 2 1.53
Extracellular Matrix 5.80E-06
ILMN_2735184 Col18a1 PROCOLLAGEN, TYPE XVIII, ALPHA 1 51.5
ILMN_1223997 Crtap CARTILAGE ASSOCIATED PROTEIN 32.74
ILMN_2753809 Mmp3 MATRIX METALLOPEPTIDASE 3 31.08
ILMN_2747959 Dcn DECORIN 21.44
ILMN_2737685 Mmp13 MATRIX METALLOPEPTIDASE 13 13.86
ILMN_1232899 Smoc2 SPARC RELATED MODULAR CALCIUM BINDING 2 6.91
ILMN_2727663 Tgfbi TRANSFORMING GROWTH FACTOR, BETA INDUCED 6.75
ILMN_1258629 Col3a1 PROCOLLAGEN, TYPE III, ALPHA 1 5.65
ILMN_2619952 Mmp10 MATRIX METALLOPEPTIDASE 10 5.32
ILMN_2668463 Emilin1 ELASTIN MICROFIBRIL INTERFACER 1 3.99
ILMN_1230747 Wnt9a WINGLESS-TYPE MMTV INTEGRATION SITE 9A 3.8
ILMN_1254546 Col5a2 PROCOLLAGEN, TYPE V, ALPHA 2 3.42
ILMN_2422848 Wnt10b WINGLESS RELATED MMTV INTEGRATION SITE 10B 2.97
ILMN_2772556 Fbn1 FIBRILLIN 1 2.71
ILMN_2635784 Gpc GLYPICAN 1 2.37
ILMN_1238215 Ctgf CONNECTIVE TISSUE GROWTH FACTOR 2.28
ILMN_2640248 Lama5 LAMININ, ALPHA 5 2.27
ILMN_2687880 Col1a1 PROCOLLAGEN, TYPE I, ALPHA 1 2.06
ILMN_2769917 Timp1 TISSUE INHIBITOR OF METALLOPROTEINASE 1 1.99
ILMN_1225835 Mfap5 MICROFIBRILLAR ASSOCIATED PROTEIN 5 1.97
ILMN_1258759 Col6a2 PROCOLLAGEN, TYPE VI, ALPHA 2 1.77
ILMN_2497957 Epb4.1l1 FIBULIN 1 1.76
ILMN_2678218 Mmp2 MATRIX METALLOPEPTIDASE 2 1.75
ILMN_1217071 Mmp16 MATRIX METALLOPEPTIDASE 16 1.67
ILMN_2774596 Lamc LAMININ, GAMMA 1 1.66
ILMN_1238597 Omd OSTEOMODULIN 1.53
Ubiquitin 1.40E-02
ILMN_2662401 Sumo3 SMT3 SUPPRESSOR OF MIF TWO 3 HOMOLOG 3 (YEAST) 70.01
ILMN_2763459 Tbcel LEUCINE RICH REPEAT CONTAINING 35 3.51
ILMN_1225261 UchM UBIQUITIN CARBOXY-TERMINAL HYDROLASE L1 3.02
ILMN_1229019 Fbxo44 F-BOX PROTEIN 44 2.12
ILMN_2749911 Ube2q2 UBIQUITIN-CONJUGATING ENZYME E2Q (PUTATIVE) 2 1.96
ILMN_2417991 Ube2i UBIQUITIN-CONJUGATING ENZYME E2I 1.79
ILMN_1246522 Uchl3 UBIQUITIN CARBOXYL-TERMINAL ESTERASE L3 (UBIQUITIN THIOLESTERASE) 1.63
ILMN_2495573 Ubqln1 DNA SEGMENT, CHR 13, ERATO DOI 372, EXPRESSED 1.54
ILMN_2486783 Ube2d3 UBIQUITIN-CONJUGATING ENZYME E2D 3 (UBC4/5 HOMOLOG, YEAST) 1.54
ILMN_1227863 Ube2n UBIQUITIN-CONJUGATING ENZYME E2N 1.53
ILMN_2516699 Ubb UBIQUITIN B 1.51
Proto-oncogenes 2.70E-03
ILMN_2655260 Ptp4a3 PROTEIN TYROSINE PHOSPHATASE 4A3 4
ILMN_1233424 Lbcl RHO/RAC GUANINE NUCLEOTIDE EXCHANGE FACTOR (GEF) 2 2.03
ILMN_1224526 Lck LYMPHOCYTE PROTEIN TYROSINE KINASE 2
ILMN_1237241 Araf V-RAF MURINE SARCOMA 3611 VIRAL ONCOGENE HOMOLOG 1.83
ILMN_1212787 Pttg1 PITUITARY TUMOR-TRANSFORMING 1 1.8
ILMN_2481071 Hras1 HARVEY RAT SARCOMA VIRUS ONCOGENE 1 1.78
ILMN_1251669 Evi2a ECOTROPIC VIRAL INTEGRATION SITE 2A 1.77
ILMN_2492264 Wisp1 WNT1 INDUCIBLE SIGNALING PATHWAY PROTEIN 1 1.76
ILMN_1221750 MycM LUNG CARCINOMA MYC RELATED ONCOGENE 1 1.66
Growth Factors 2.30E-02
ILMN_1238547 Areg AMPHIREGULIN 21.43
ILMN_1215252 Bmp4 BONE MORPHOGENETIC PROTEIN 4 14.31
ILMN_1254114 Artn ARTEMIN 8.65
ILMN_2763243 CHEM CHEMOKINE (C-X-C MOTIF) LIGAND 1 8.46
ILMN_2745480 Fgf13 FIBROBLAST GROWTH FACTOR 13 6.53
ILMN_2710698 Fgf21 FIBROBLAST GROWTH FACTOR 21 5.51
ILMN_1246073 Lefty1 LEFT RIGHT DETERMINATION FACTOR 1 4.72
ILMN_2659994 Gdnf GLIAL CELL LINE DERIVED NEUROTROPHIC FACTOR 3.1
ILMN_1236725 Gdf1 GROWTH DIFFERENTIATION FACTOR 1 2.53
ILMN_2698449 Hbegf HEPARIN-BINDING EGF-LIKE GROWTH FACTOR 2.36
ILMN_2484527 Vegfa VASCULAR ENDOTHELIAL GROWTH FACTOR A 1.97
ILMN_2697220 Figf C-FOS INDUCED GROWTH FACTOR 1.74
ILMN_2736496 FgflO FIBROBLAST GROWTH FACTOR 10 1.73
Cell Adhesion 1.80E-03
ILMN_2774764 Cntnap4 CONTACTIN ASSOCIATED PROTEIN 4 7.88
ILMN_2627041 Cx3cl1 CHEMOKINE (C-X3-C MOTIF) LIGAND 1 2.5
ILMN_2670172 Itga5 INTEGRIN ALPHA 5 (FIBRONECTIN RECEPTOR ALPHA) 2.32
ILMN_2640248 Lama5 LAMININ, ALPHA 5 2.27
ILMN_1223697 Cd44 CD44 ANTIGEN 2.1
ILMN_1243254 Adam12 A DISINTEGRIN AND METALLOPEPTIDASE DOMAIN 12 (MELTRIN ALPHA) 1.92
ILMN_2707976 Cdh26 CADHERIN-LIKE26 1.88
ILMN_2725411 Cd9 CD9 ANTIGEN 1.84
ILMN_1257880 Itga7 INTEGRIN ALPHA 7 1.77
ILMN_2492264 Wisp1 WNT1 INDUCIBLE SIGNALING PATHWAY PROTEIN 1 1.76
ILMN_2663613 Itgb5 INTEGRIN BETA 5 1.74
ILMN_2659503 Cdh13 CADHERIN 13 1.69
ILMN_1241893 Wisp2 WNT1 INDUCIBLE SIGNALING PATHWAY PROTEIN 2 1.69
ILMN_1232768 Vcam1 VASCULAR CELL ADHESION MOLECULE 1 1.56
ILMN_1237629 Cntn2 CONTACTIN 2 1.51
Collagen 2.10E-02
ILMN_2735184 Col18a1 PROCOLLAGEN, TYPE XVIII, ALPHA 1 19.16
ILMN_1258629 Col3a1 PROCOLLAGEN, TYPE III, ALPHA 1 5.65
ILMN_1254546 Col5a2 PROCOLLAGEN, TYPE V, ALPHA 2 3.04
ILMN_2687880 Col1a1 PROCOLLAGEN, TYPE I, ALPHA 1 2.06
ILMN_2707616 Col22a1 COLLAGEN, TYPE XXII, ALPHA 1 1.87
ILMN_1258759 Col6a2 PROCOLLAGEN, TYPE VI, ALPHA 2 1.77
ILMN_1225073 Cthrc COLLAGEN TRIPLE HELIX REPEAT CONTAINING 1 1.53
Inflammatory Response 1.60E-02
ILMN_1230789 C3 COMPLEMENT COMPONENT 3 8.8
ILMN_2763243 CHEM CHEMOKINE (C-X-C MOTIF) LIGAND 1 8.46
ILMN_2742075 Cd14 CD14 ANTIGEN 2.68
ILMN_1254383 Atrn ATTRACTIN 1.99
ILMN_1259252 Anxa1 ANNEXINA1 1.99
ILMN_1255385 Chst1 CARBOHYDRATE (KERATAN SULFATE GAL-6) SULFOTRANSFERASE 1 1.82
Chemotaxis 1.50E-02
ILMN_1231814 Ccl5 CHEMOKINE (C-C MOTIF) LIGAND 5 13.25
ILMN_2772998 Enpp2 ECTONUCLEOTIDE PYROPHOSPHATASE/PHOSPHODIESTERASE 2 12.7
ILMN_2658910 Cxcl12 CHEMOKINE (C-X-C MOTIF) LIGAND 12 6.78
ILMN_1245710 Ccl2 CHEMOKINE (C-C MOTIF) LIGAND 2 5.47
ILMN_1253797 Slit2 SLIT HOMOLOG 2 (DROSOPHILA) 3.1
ILMN_1214419 CHEMO CHEMOKINE (C-X-C MOTIF) LIGAND 10 2.94
ILMN_1235571 Cyr61 CYSTEINE RICH PROTEIN 61 2.9
ILMN_1216285 Creb3 CAMP RESPONSIVE ELEMENT BINDING PROTEIN 3 1.55
Development 3.10E-02
ILMN_1234990 Gap43 GROWTH ASSOCIATED PROTEIN 43 37.4
ILMN_1226016 Scx SCLERAXIS 29.89
ILMN_1215252 Bmp4 BONE MORPHOGENETIC PROTEIN 4 14.3
ILMN_2769657 Picalm PHOSPHATIDYLINOSITOL BINDING CLATHRIN ASSEMBLY PROTEIN 4.98
ILMN_1246073 Lefty1 LEFT RIGHT DETERMINATION FACTOR 1 4.71
ILMN_2684289 Sema3a SEMA DOMAIN, IMMUNOGLOBULIN DOMAIN (IG), SHORT BASIC DOMAIN, SECRETED, 3.89
ILMN_1230747 Wnt9a WINGLESS-TYPE MMTV INTEGRATION SITE 9A 3.8
ILMN_2422848 Wnt10b WINGLESS RELATED MMTV INTEGRATION SITE 10B 2.97
ILMN_2675833 Dlx3 DISTAL-LESS HOMEOBOX 3 2.96
ILMN_1245731 Hhex HEMATOPOIETICALLY EXPRESSED HOMEOBOX 2.82
ILMN_1238558 Arid3b AT RICH INTERACTIVE DOMAIN 3B (BRIGHT LIKE) 2.35
ILMN_1225378 Htatip2 HIV-1 TAT INTERACTIVE PROTEIN 2, HOMOLOG (HUMAN) 1.99
ILMN_1252870 Rorb RAR-RELATED ORPHAN RECEPTOR BETA 1.89
ILMN_2722938 Myd116 MYELOID DIFFERENTIATION PRIMARY RESPONSE GENE 116 1.84
ILMN_2697220 Figf C-FOS INDUCED GROWTH FACTOR 1.74
ILMN_1223414 Ptp4a1 PROTEIN TYROSINE PHOSPHATASE 4A1 1.72
ILMN_1215746 Cchcr COILED-COIL ALPHA-HELICAL ROD PROTEIN 1 1.65
ILMN_2734034 Prrx2 PAIRED RELATED HOMEOBOX 2 1.55
ILMN_2630811 Rere ARGININE GLUTAMIC ACID DIPEPTIDE (RE) REPEATS 1.54
ILMN_2706755 Foxd1 FORKHEAD BOX D1 1.54
ILMN_1238875 Strbp SPERMATID PERINUCLEAR RNA BINDING PROTEIN 1.54
ILMN_1253420 Psme4 PROTEASOME (PROSOME, MACROPAIN) ACTIVATOR SUBUNIT 4 1.5
Other Genes
ILMN_1218967 Kif2c KINESIN FAMILY MEMBER 2C 37.42
ILMN_2611181 Ccdc3 COILED-COIL DOMAIN CONTAINING 3 36.32
ILMN_1217009 Rab15 RAB15, MEMBER RAS ONCOGENE FAMILY 33.76
ILMN_2621448 Adh7 ALCOHOL DEHYDROGENASE 7 (CLASS IV), MU OR SIGMA POLYPEPTIDE 22.19
ILMN_1245531 Neto2 NEUROPILIN (NRP) AND TOLLOID (TLL)-LIKE 2 21.94
ILMN_1225602 S100a1 S100 CALCIUM BINDING PROTEIN A1 20.27
ILMN_2703267 Nes NESTIN 18.5
ILMN_1245451 Rab6b RAB6B, MEMBER RAS ONCOGENE FAMILY 14.71
ILMN_2713285 Fhl1 FOUR AND A HALF LIM DOMAINS 1 14.19
ILMN_2606660 Card 10 CASPASE RECRUITMENT DOMAIN FAMILY, MEMBER 10 10.23
ILMN_2646891 Centd1 CENTAURIN, DELTA 1 9.05
ILMN_2686327 Gas6 GROWTH ARREST SPECIFIC 6 8.94
ILMN_2689998 Fjx1 FOUR JOINTED BOX 1 (DROSOPHILA) 8.81
ILMN_1230080 S100a7a S100 CALCIUM BINDING PROTEIN A15 6.95
ILMN_1247646 H1fx H1 HISTONE FAMILY, MEMBER X 6.91
ILMN_1217159 Lmo7 LIM DOMAIN ONLY 7 5.51
ILMN_1214327 S100a13 S100 CALCIUM BINDING PROTEIN A13 5.19
ILMN_1242829 Prdx2 PEROXIREDOXIN 2 5.10
ILMN_2868133 Gata6 GATA BINDING PROTEIN 6 4.75
ILMN_2614590 Tmem45a TRANSMEMBRANE PROTEIN 45A 4.71
ILMN_1224014 Tmem100 TRANSMEMBRANE PROTEIN 100 4.42
ILMN_1230586 Traf1 TNF RECEPTOR-ASSOCIATED FACTOR 1 3.73
ILMN_1215807 Glipr1 GLI PATHOGENESIS-RELATED 1 (GLIOMA) 3.44
ILMN_2633670 Tmem62 TRANSMEMBRANE PROTEIN 62 3.03
ILMN_2773901 Glipr2 GLI PATHOGENESIS-RELATED 2 3.02
ILMN_1227993 Vav3 VAV 3 ONCOGENE 2.67
ILMN_2714361 Cd34 CD34 ANTIGEN 2.32
ILMN_2687880 Col1a1 PROCOLLAGEN, TYPE I, ALPHA 1 2.02
ILMN_1214227 Krt1-10 KERATIN COMPLEX 1, ACIDIC, GENE 1-10 1.84

The criteria for Functional Annotation Clustering of Gene analysis was set at P < 0.05 and fold-change less than or equal to 1.5. Shown are functional clusters of genes that were up-regulated in Klf4-null MEFs.

Table S2.

Functional Annotation Clustering of Genes Down-Regulated in Klf4-Null MEFs

ILLUMINA ID Gene Symbol Gene Name (Description) P-Value Fold-Change
Jak-Stat Signaling Pathway 1.90E-02
ILMN_1256180 Osmr ONCOSTATIN M RECEPTOR -4.000
ILMN_1219155 Jak3 JANUS KINASE 3 -3.448
ILMN_2628178 Socs2 SUPPRESSOR OF CYTOKINE SIGNALING 2 -3.226
ILMN_1243862 IN11 INTERLEUKIN 11 -3.226
ILMN_2698046 Stat3 SIGNAL TRANSDUCER AND ACTIVATOR OF TRANSCRIPTION 3 -2.273
ILMN_2618176 Socs3 SUPPRESSOR OF CYTOKINE SIGNALING 3 -1.538
Homeobox 4.20E-03
ILMN_2860958 Dlx2 DISTAL-LESS HOMEOBOX 2 -14.286
ILMN_3163581 En1 ENGRAILED 1 -7.692
ILMN_1219807 Hoxd4 HOMEO BOX D4 -6.667
ILMN_1242977 Hoxb5 HOMEO BOX B5 -5.263
ILMN_2762935 Rhox5 REPRODUCTIVE HOMEOBOX 5 -5.263
ILMN_1218266 Meis1 MYELOID ECOTROPIC VIRAL INTEGRATION SITE 1 -4.348
ILMN_2636480 Hoxa5 HOMEO BOX A5 -4.000
ILMN_2618302 Hoxa2 HOMEO BOX A2 -3.448
ILMN_1229029 Dlx1 DISTAL-LESS HOMEOBOX 1 -3.030
ILMN_2621038 Hoxa7 HOMEO BOX A7 -2.564
ILMN_1239460 Onecut2 ONE CUT DOMAIN, FAMILY MEMBER 2 -2.273
ILMN_2678094 Prrx1 PAIRED RELATED HOMEOBOX 1 -2.273
ILMN_2774121 Mrg1 MYELOID ECOTROPIC VIRAL INTEGRATION SITE-RELATED GENE 1 -2.128
ILMN_1242943 Mrg2 MYELOID ECOTROPIC VIRAL INTEGRATION SITE-RELATED GENE 2 -2.128
ILMN_2662351 Hoxd3 HOMEO BOX D3 -2.083
Glutathione Metabolism 2.90E-03
ILMN_2773022 Gsta4 GLUTATHIONE S-TRANSFERASE, ALPHA 4 -9.091
ILMN_2624854 Gstm2 GLUTATHIONE S-TRANSFERASE, MU 2 -5.000
ILMN_2729458 Idh1 ISOCITRATE DEHYDROGENASE 1 (NADP+), SOLUBLE -2.564
ILMN_1228233 Gstm1 GLUTATHIONE S-TRANSFERASE, MU 1 -2.564
ILMN_2705777 Gstm5 GLUTATHIONE S-TRANSFERASE, MU 5 -2.439
ILMN_2641807 Gstm6 GLUTATHIONE S-TRANSFERASE, MU 6 -2.326
ILMN_1229964 Gstz1 GLUTATHIONE TRANSFERASE ZETA 1 (MALEYLACETOACETATE ISOMERASE) -2.174
Ephrin 2.60E-02
ILMN_1257372 Efnb1 EPHRIN B1 -2.041
ILMN_1217493 Efna4 EPHRIN A4 -1.639
ILMN_2716212 Efnb2 EPHRIN B2 -1.515
Developmental protein 3.20E-04
ILMN_2422615 Ebf3 EARLY B-CELL FACTOR 3 -18.519
ILMN_2860958 Dlx2 DISTAL-LESS HOMEOBOX 2 -14.286
ILMN_3163581 En1 ENGRAILED 1 -7.692
ILMN_2630993 Ppap2b PHOSPHATIDIC ACID PHOSPHATASE TYPE 2B -7.143
ILMN_1219807 Hoxd4 HOMEO BOX D4 -6.667
ILMN_1242977 Hoxb5 HOMEO BOX B5 -5.263
ILMN_2703433 Foxc2 FORKHEAD BOX C2 -4.545
ILMN_1218266 Foxc2 MYELOID ECOTROPIC VIRAL INTEGRATION SITE 1 -4.348
ILMN_2636480 Hoxa5 HOMEO BOX A5 -4.000
ILMN_2776850 Gas7 GROWTH ARREST SPECIFIC 7 -3.846
ILMN_2618302 Hoxa2 HOMEO BOX A2 -3.448
ILMN_1228557 Id2 INHIBITOR OF DNA BINDING 2 -3.030
ILMN_1229029 Dlx1 DISTAL-LESS HOMEOBOX 1 -2.941
ILMN_2716389 Smpd3 SPHINGOMYELIN PHOSPHODIESTERASE 3, NEUTRAL -2.632
ILMN_2621038 Hoxa7 HOMEO BOX A7 -2.564
ILMN_2765047 Chrd CHORDIN -2.381
ILMN_2624731 Egfl7 EGF-LIKE DOMAIN 7 -2.326
ILMN_2721198 Ggnbp1 GAMETOGENETIN BINDING PROTEIN 1 -2.273
ILMN_2643531 Angptl6 ANGIOPOIETIN-LIKE6 -2.273
ILMN_1234976 Prrx1 PAIRED RELATED HOMEOBOX 1 -2.222
ILMN_1257372 Efnb1 EPHRIN B1 -2.041
ILMN_2662351 Hoxd3 HOMEO BOX D3 -2.041
ILMN_2659224 Cspg4 CHONDROITIN SULFATE PROTEOGLYCAN 4 -2.000
ILMN_1232901 Vamp5 VESICLE-ASSOCIATED MEMBRANE PROTEIN 5 -1.961
ILMN_2485120 Vti1a INHIBITOR OF DNA BINDING 1 -1.961
ILMN_1235053 Mlf1 MYELOID LEUKEMIA FACTOR 1 -1.887
ILMN_1237197 Nrp1 NEUROPILIN 1 -1.887
Other Genes
ILMN_2771738 Dlk1 DELTA-LIKE 1 HOMOLOG (DROSOPHILA) -307.819
ILMN_2644350 Thy1 THYMUS CELL ANTIGEN 1, THETA -67.239
ILMN_1244206 Prl2c4 PROLIFERIN2 -42.157
ILMN_2661576 BICAUD BICAUDAL C HOMOLOG 1 (DROSOPHILA) -37.988
ILMN_1256371 Fez1 FASCICULATION AND ELONGATION PROTEIN ZETA 1 (ZYGIN I) -37.299
ILMN_2724942 Ptgis PROSTAGLANDIN I2 (PROSTACYCLIN) SYNTHASE -33.333
ILMN_2661576 BICAUD BICAUDAL C HOMOLOG 1 (DROSOPHILA) -33.333
ILMN_2693606 Nr1h5 NUCLEAR RECEPTOR SUBFAMILY 1, GROUP H, MEMBER 5 -21.170
ILMN_2729103 Adamts2 A DISINTEGRIN-LIKE AND METALLOPEPTIDASE (REPROLYSIN TYPE) WITH THROMBO -15.967
ILMN_1224866 Ptgs1 PROSTAGLANDIN-ENDOPEROXIDE SYNTHASE 1 -12.500
ILMN_1249767 Thbd THROMBOMODULIN -10.099
ILMN_1260020 Pcdh1 PROTOCADHERIN 1 -8.362
ILMN_1235133 Syn1 SYNAPSIN I -6.305
ILMN_1232183 Mgmt O-6-METHYLGUANINE-DNAMETHYLTRANSFERASE -4.859
ILMN_2634538 Peli2 PELLINO2 -4.575
ILMN_1249776 Insl3 INSULIN-LIKE 3 -4.447
ILMN_2699052 Nrn1 NEURITIN 1 -4.387
ILMN_2674533 Renbp RENIN BINDING PROTEIN -4.011
ILMN_2674122 Pkia PROTEIN KINASE INHIBITOR, ALPHA -3.780
ILMN_1246282 Tcfap2a TRANSCRIPTION FACTOR AP-2, ALPHA -3.658
ILMN_2729197 Hid HYPERMETHYLATED IN CANCER 1 -3.587
ILMN_1235499 Pros1 PROTEIN S (ALPHA) -3.367
ILMN_1240677 Gadd45gip1 GROWTH ARREST AND DNA-DAMAGE-INDUCED GAMMA INTERACTING PROTEIN 1 -3.026
ILMN_1218934 Rdm1 RAD52 MOTIF 1 -3.010
ILMN_2674367 Agrn AGRIN -2.932
ILMN_2623578 Nid1 NIDOGEN 1 -2.710
ILMN_2624328 Adamts7 A DISINTEGRIN-LIKE AND METALLOPEPTIDASE (REPROLYSIN TYPE) WITH THROMBO -2.707
ILMN_2677332 Hic2 HYPERMETHYLATED IN CANCER 2 -2.515
ILMN_2677859 Insl6 INSULIN-LIKE 6 -2.229
ILMN_1230145 Acvr2b ACTIVIN RECEPTOR IIB -2.141

The criteria for Functional Annotation Clustering of Gene analysis was set at P < 0.05 and fold-change less than or equal to 1.5. Shown are functional clusters of genes that were down-regulated in Klf4-null MEFs.

Table S3.

Functional annotation identified by Ingenuity global function analysis of genes regulated by Klf4

Functional Annotation P-value Name of Genes Number of Genes
neurological disorder 5.75E-03 ABCC4, ABCC5, ABCC10, ABCD1, ABCD4, ACADM, ACBD3, ACER3, ACP1, ACP2, ACSL1, ACSL4, ACTB, ADA, ADAM12, ADAM15, ADCY7, ADCY8, ADCY9, ADCYAP1R1, ADH7, ADRB2, AEBP1, AEBP2, AEN, AHCY, AHI1, AIG1, AIM1 (includes EG:202), AK5, 1016
tumorigenesis 2.42E-06 ABCA5, ABCC4, ABR, ACTB, ACTR10, ACVR1, ACY1, ADA, ADAM12, ADAM17, ADAMTS1, ADARB1, ADORA2B, ADRB2, AGPAT2, AHCY, AIG1, AIM2, AIM1 (includes EG:202), AK2, AKAP1, AKAP12, AKAP8L, AKR1B10, AKT3, ALAD, ALDH2, ALDH5A1, 802
cell death 3.18E-14 AAK1, ABCC4, ABCC5, ACSL4, ACTB, ACVR1, ACVR1B, ACVR2B, ADA, ADAM12, ADAMTSL4, ADCYAP1R1, ADM, ADORA2B, ADRB2, AFP, AGPAT2, AHSA1, AIFM2, AIM2, AKAP1, AKAP12, AKT3, ALCAM, ALDH2, ALDOC, ALOX12, ANGPT2, ANGPTL4, ANKRD1, ANP32A, ANTXR1, ANTXR2, ANXA1, ANXA7 753
neoplasia 2.45E-06 ABCA5, ABCC4, ABR, ACTB, ACTR10, ACY1, ADA, ADAM12, ADAM17, ADAMTS1, ADARB1, ADORA2B, ADRB2, AGPAT2, AHCY, AIG1, AIM2, AIM1 (includes EG:202), AK2, AKAP1, AKAP12, AKAP8L, AKR1B10, AKT3, ALAD, ALDH2, ALDH5A1, ALDOC, AMFR, 751
cancer 5.29E-06 ABCA5, ABCC4, ABR, ACTR10, ACY1, ADA, ADAM12, ADAMTS1, ADARB1, ADORA2B, ADRB2, AGPAT2, AHCY, AIG1, AIM2, AIM1 (includes EG:202), AK2, AKAP1, AKAP12, AKAP8L, AKR1B10, AKT3, ALAD, ALDH2, ALDH5A1, ALDOC, AMFR, ANGPT2, 719
apoptosis 5.53E-15 ACSL4, ACVR1, ACVR1B, ACVR2B, ADA, ADAM12, ADAMTSL4, ADCYAP1R1, ADM, ADRB2, AFP, AGPAT2, AHSA1, AIFM2, AIM2, AKAP1, AKAP12, AKT3, ALCAM, ALDH2, ALDOC, ALOX12, ANGPT2, ANGPTL4, ANKRD1, ANP32A, ANXA1, ANXA7, APBB2, APH1B, APPL1, AREG, ARF6, ARL11, ARMC10, A 659
cell death of eukaryotic cells 1.42E-12 AAK1, ABCC4, ACTB, ACVR1B, ACVR2B, ADA, ADAM12, ADCYAP1R1, ADM, ADRB2, AFP, AGPAT2, AHSA1, AIM2, AKAP1, AKT3, ALDH2, ALOX12, ANGPT2, ANKRD1, ANP32A, ANTXR1, ANTXR2, ANXA1, APH1B, AREG, ARF6, ARL11, ARMC10, ARRB2, 624
proliferation of cells 6.31E-06 ABCC4, ACP1, ACSL6, ADA, ADAM15, ADAM17, ADAMTS1, ADC, ADCYAP1R1, ADM, ADORA2B, ADRB2, AEBP1, AFP, AGTRAP, AIM2, AKR1B1, AKT3, ALOX12, ANGPT2, ANGPTL4, ANGPTL6, ANP32A, ANXA1, ANXA7, APPL1, APPL2, ARAF, ARD1A, AREG, ARHGAP24, ARHGEF2, ARIH2, ARTN, ASAH2, 614
tumor 5.51E-04 ABCC4, ABR, ACTR10, ACVR1, ACY1, ADA, ADAM12, ADAM17, ADAMTS1, ADARB1, ADORA2B, ADRB2, AGPAT2, AIG1, AIM2, AK2, AKAP1, AKAP12, AKAP8L, AKT3, ALAD, ALDH5A1, ALDOC, ANGPT2, ANGPTL4, ANO6, ANP32A, ANTXR1, ANXA1, ANXA5, 555
apoptosis of eukaryotic cells 7.67E-14 ACVR1B, ACVR2B, ADA, ADAM12, ADCYAP1R1, ADM, ADRB2, AFP, AGPAT2, AHSA1, AIM2, AKAP1, AKT3, ALDH2, ALOX12, ANGPT2, ANKRD1, ANP32A, ANXA1, APH1B, AREG, ARF6, ARL11, ARMC10, ARRB2, ASAH2, ASNS, ATF2, ATF3, ATMIN, ATP1A1, 541
growth of cells 4.10E-12 ABCC5, ACP1, ACTB, ACVR1B, ADAM12, ADAM15, ADAM17, ADFP, ADIPOR2, ADM, ADORA2B, AHCY, AHSA1, AK2, AKAP12, AKR1B1, AKT3, ALCAM, ALOX12, ANP32A, ANXA1, ANXA7, APBB2, ARAF, AREG, ARL3, ARL11, ARMC10, ARRB2, ATF2, ATF3, 525
primary tumor 1.00E-03 ABCC4, ABR, ACTR10, ACY1, ADA, ADAM12, ADAMTS1, ADARB1, ADORA2B, ADRB2, AGPAT2, AIG1, AIM2, AK2, AKAP1, AKAP12, AKAP8L, AKT3, ALAD, ALDH5A1, ALDOC, ANGPT2, ANO6, ANTXR1, ANXA1, ANXA5, AQP1, AREG, ARFGEF2, ARIH2, ARL11, 518
malignant tumor 9.24E-04 ABCC4, ABR, ACTR10, ACY1, ADA, ADAM12, ADAMTS1, ADARB1, ADORA2B, ADRB2, AGPAT2, AIG1, AIM2, AK2, AKAP1, AKAP12, AKAP8L, AKT3, ALAD, ALDH5A1, ALDOC, ANGPT2, ANO6, ANTXR1, ANXA1, AQP1, AREG, ARFGEF2, ARIH2, ARL11, ARL4D, 504
proliferation of eukaryotic cells 4.71E-05 ABCC4, ACP1, ACSL6, ADA, ADAM15, ADAMTS1, ADC, ADCYAP1R1, ADM, ADRB2, AEBP1, AFP, AGTRAP, AIM2, AKR1B1, AKT3, ANGPT2, ANGPTL4, ANGPTL6, ANXA1, ARD1A, AREG, ARHGAP24, ARIH2, ARTN, ATF4, ATP6V0A2, B4GALT1, BACH2 488
transcription 2.57E-03 ACTR2, ACTR1B (includes EG:10120), ACVR1, ACVR1B, ACVR2B, ADRB2, AEBP1, AEBP2, AFF4, AGRN, AMPH, ANKRD1, ANP32A, AP1G2, APBB2, APOL3 (includes EG:80833), ATF2, ATF3, ATF4, ATF7IP, ATP2C1, AZI2, BACH2 (includes EG:60468), 468
cell death of cell lines 9.67E-15 AAK1, ABCC4, ACTB, ACVR1B, ACVR2B, ADM, AFP, AGPAT2, AHSA1, AIM2, AKAP1, AKT3, ALDH2, ALOX12, ANGPT2, ANKRD1, ANTXR1, ANTXR2, APH1B, AREG, ARL11, ARMC10, ARRB2, ASNS, ATF2, ATF3, ATMIN, ATP2A2, BACH2 (includes EG:60468), 467
apoptosis of cell lines 4.63E-13 ACVR1B, ACVR2B, ADM, AFP, AGPAT2, AHSA1, AIM2, AKAP1, AKT3, ALDH2, ALOX12, ANGPT2, ANKRD1, APH1B, AREG, ARL11, ARMC10, ARRB2, ASNS, ATF2, ATF3, ATMIN, BACH2 (includes EG:60468), BCAR1, BCL2, BCL10, BCL2L11, BDNF, BHLHE40, 399
differentiation of cells 2.22E-05 ACADM, ACVR1, ACVR1B, ACVR2B, ADA, ADD1, ADORA2B, ADRB2, ALG5, ANXA1, AREG, ATF2, ATF3, ATF4, ATP7A, AXIN2, B4GALNT1, BAIAP2, BCL2, BCL2L11, BDH2, BDNF, BHLHE40, BIN1, BLNK, BMP1, BMP4, BMPER, BSG, BTC, C5ORF13, CAND1, 399
carcinoma 3.96E-05 ABCC4, ACTR10, ACY1, ADAM12, ADAMTS1, ADRB2, AGPAT2, AIG1, AIM2, AKAP1, AKT3, ALDH5A1, ALDOC, ANGPT2, ANO6, ANTXR1, ANXA1, AQP1, AREG, ARL11, ARRB2, ASS1, ATF2, ATP1B1, ATP2C1, AXIN2, BAT1, BCL2, BCL10, BHLHE40, BRCA2, 382
cell death of tumor cell lines 4.67E-11 ABCC4, ACVR1B, ACVR2B, ADM, AFP, AGPAT2, AHSA1, AIM2, AKAP1, AKT3, ALOX12, ANGPT2, ANKRD1, AREG, ARL11, ARMC10, ARRB2, ASNS, ATF2, ATF3, ATMIN, ATP2A2, BACH2 (includes EG:60468), BCAR1, BCL2, BCL10, BCL2L11, BDNF, 359
growth of eukaryotic cells 2.56E-06 ABCC5, ACP1, ADAM17, ADM, AHSA1, AKAP12, AKR1B1, AKT3, ANP32A, ANXA1, ANXA7, AREG, ARL11, ARMC10, ATF2, ATF3, BCAR1, BCL2, BCL2L11, BDNF, BMP4, BSG, BTC, C3, C8ORF4, CAMK2N1, CASP8, CAST, CBFB, CBX7, CCND1, CCNE1, CD14, CD44, CD82, CD274, CDC7, CDCA4, CDH 350
cell death of normal cells 9.58E-05 ABCC4, ADA, ADAM12, ADCYAP1R1, ADM, ADRB2, ALOX12, ANGPT2, ANP32A, ANXA1, ARF6, ARRB2, ASAH2, ATF2, ATF3, ATP1A1, ATP2C1, B4GALNT1, BACE1, BCL2, BCL10, BCL2L11, BDNF, BID, BLNK, BMP4, BNIP3L, C3, C14ORF153, C8ORF4, 347
development of cells 1.78E-07 ACP1, ACVR1, ADA, ADAM17, ADD1, AFF4, AGFG1 (includes EG:3267), ANGPT2, ANGPTL2, ANTXR1, ANXA5, ANXA7, ARHGDIG, ARHGEF2, ARRB2, ATF3, ATP1B1, ATRN, B4GALT1, BAIAP2, BCAR1, BCL2, BCL10, BCL2L11, BDNF, BLNK, BMP4, CAPG, 342
movement of cells 1.77E-05 ABHD2, ACP1, ACVR1, ADAM9, ADAM12, ADAM15, ADAM17, ADM, ADRB2, AKT3, ALCAM, ALOX12, ANGPT2, ANGPTL4, ANXA1, AOC3, APBB2, AREG, ARF6, ARHGAP24, ARRB2, B4GALT1, BCAR1, BCL2, BDNF, BMP4, BTC, C3, C5ORF13, CAPNS1, CBFB, CCK, CCL5, CCL7, CCL8, CCL9, CCL13, CCL 335
migration of cells 9.54E-06 ABHD2, ACP1, ACVR1, ADAM9, ADAM12, ADAM15, ADAM17, ADM, ADRB2, AKT3, ALCAM, ALOX12, ANGPT2, ANGPTL4, ANXA1, AOC3, APBB2, AREG, ARF6, ARHGAP24, ARRB2, B4GALT1, BCAR1, BCL2, BDNF, BMP4, BTC, C3, C5ORF13, CAPNS1, CBFB, CCK, CCL5, CCL7, CCL8, CCL9, CCL13, CCL 333
cell division process of cells 9.23E-06 ACVR1, ACVR1B, ADM, ADORA2B, AKAP9, AKAP12, ANAPC4, ANGPTL2, APBB2, ARAF, AREG, ATF2, ATF3, AXIN2, BCAR1, BCL2, BCL2L11, BHLHE40, BID, BLNK, BMP4, BRCA2, BRCC3, BTC, BTRC, C13ORF15, CAMK1, CAMK2D, CAMK2N1, CAMKK1, CARD10, CASP2, CAST, CCK, CCNB1IP1, CCND1 320
apoptosis of tumor cell lines 3.54E-11 ACVR1B, ACVR2B, ADM, AFP, AGPAT2, AHSA1, AIM2, AKAP1, AKT3, ALOX12, ANGPT2, ANKRD1, AREG, ARL11, ARMC10, ARRB2, ASNS, ATF2, ATF3, ATMIN, BACH2 (includes EG:60468), BCAR1, BCL2, BCL10, BCL2L11, BDNF, BHLHE40, BID, 315
movement of eukaryotic cells 3.69E-04 ACP1, ACVR1, ADAM9, ADAM12, ADAM15, ADAM17, ADM, ADRB2, AKT3, ALCAM, ALOX12, ANGPT2, ANGPTL4, ANXA1, AOC3, APBB2, ARF6, ARHGAP24, ARRB2, B4GALT1, BCAR1, BDNF, BMP4, BTC, C3, C5ORF13, CAPNS1, CBFB, CCK, CCL5, 302
apoptosis of normal cells 1.80E-06 ADA, ADAM12, ADCYAP1R1, ADM, ADRB2, ANGPT2, ANP32A, ANXA1, ARF6, ARRB2, ASAH2, ATF2, ATF3, ATP1A1, ATP2C1, B4GALNT1, BCL2, BCL10, BCL2L11, BDNF, BID, BLNK, BMP4, BNIP3L, C3, C8ORF4, CABLES2, CAMK2D, CAPN1, CAPNS1, CASP2, 301
migration of eukaryotic cells 2.34E-04 ACP1, ACVR1, ADAM9, ADAM12, ADAM15, ADAM17, ADM, ADRB2, AKT3, ALCAM, ALOX12, ANGPT2, ANGPTL4, ANXA1, AOC3, APBB2, ARF6, ARHGAP24, ARRB2, B4GALT1, BCAR1, BDNF, BMP4, BTC, C3, C5ORF13, CAPNS1, CBFB, CCK, CCL5, 300
developmental process of organism 3.33E-04 ACVR1, ACVR1B, ADA, ADAMTS1, ADD1, ADH5 (includes EG:128), ANGPT2, ANGPTL2, APH1A (includes EG:226548), AQP1, ARIH2, ATF2, ATP1B1, BCL2, BCL2L11, BDNF, BMP1, BMP4, BTC, CBFB, CCDC47, CCND1, CD164, CDH5, CDK6, CDKN1B, CDON, CHD7, CHD8, CHRD, CHST2, CHST11, 288
growth of cell lines 1.83E-07 ABCC5, ACP1, ADAM17, ADM, AHSA1, AKAP12, AKT3, ANP32A, ANXA1, ANXA7, AREG, ARL11, ARMC10, ATF2, ATF3, BCAR1, BCL2, BCL2L11, BMP4, BTC, C8ORF4, CAMK2N1, CAST, CBFB, CBX7, CCND1, CCNE1, CD44, CD274, CDCA4, CDH13, CDK2, CDK6, CDKN1A, CDKN1B, CEBPD, CHKA, CLI 287
proliferation of cell lines 1.32E-05 ADC, ADM, AFP, AIM2, AKT3, ANXA1, ARD1A, AREG, ARIH2, ATP6V0A2, BACH2 (includes EG:60468), BCAR1, BCL2, BDNF, BID, BMP4, BRCA2, BTC, BTRC, C5ORF13, CASP2, CASP8, CBFB, CCDC6, CCL13, CCND1, CCNE1, CCNG2, CD9, CD44, CD81, 286
death of animal 9.24E-06 ABCA3, ADA, ADAM12, ADH7, ADH5 (includes EG:128), ADK, ADRB2, AEBP1, AKT3, ALOX12, AMPH, ANGPT2, ANGPTL6, ANXA1, APH1A (includes EG:226548), AQP11, B4GALNT1, BACE1, BCL2, BCL2L11, BID, BLMH, BNIP3L, BRCA2, C3, C1GALT1, 283
developmental process of tissue 2.24E-07 ACVR1, ACVR1B, ACVR2B, ADAM12, ADAM15, ADAMTS1, ADCYAP1R1, ADRB2, AEBP1, ANGPT2, APH1A (includes EG:226548), AREG, ARHGEF10, ATF3, ATP7A, B4GALNT1, B4GALT1, BACE1, BBS1, BCL2, BCL2L11, BDNF, BMP4, CAPNS1, CASP9, CCNF, CD9, CD44, CD81, CDK5, CDK5R1, CDKN1A 280
death of mammalia 7.57E-06 ABCA3, ADA, ADAM12, ADH7, ADH5 (includes EG:128), ADK, ADRB2, AEBP1, AKT3, ALOX12, AMPH, ANGPT2, ANGPTL6, ANXA1, APH1A (includes EG:226548), AQP11, B4GALNT1, BACE1, BCL2, BCL2L11, BID, BLMH, BNIP3L, BRCA2, C3, C1GALT1, 279
developmental process of tumor cell lines 4.38E-07 ADAM17, ADM, AHSA1, AKAP12, AKT3, ALG5, ANXA1, ANXA7, AREG, ARL11, ATF2, ATF3, B4GALNT1, BCAR1, BCL2, BCL2L11, BDH2, BDNF, BMP4, BTC, CAMK2N1, CAPN1, CAST, CBX7, CCND1, CCNE1, CD14, CD44, CD82, CD274, CDCA4, CDH13, CDK2, CDK6, CDK5R1, CDKN1A, CDKN1B, CEBP 277
death of rodents 5.72E-06 ABCA3, ADA, ADAM12, ADH7, ADH5 (includes EG:128), ADK, ADRB2, AEBP1, AKT3, ALOX12, AMPH, ANGPT2, ANGPTL6, ANXA1, APH1A (includes EG:226548), AQP11, B4GALNT1, BACE1, BCL2, BCL2L11, BID, BLMH, BNIP3L, BRCA2, C3, C1GALT1, 277
death of mice 6.21E-06 ABCA3, ADA, ADAM12, ADH7, ADH5 (includes EG:128), ADK, ADRB2, AEBP1, AKT3, ALOX12, AMPH, ANGPT2, ANGPTL6, ANXA1, APH1A (includes EG:226548), AQP11, B4GALNT1, BACE1, BCL2, BCL2L11, BID, BLMH, BNIP3L, BRCA2, C3, C1GALT1, 276
survival of cells 5.95E-05 ACVR2B, ADK, ADORA2B, AGRN, AK5, AKAP8L, ALCAM, ALOX12, ANTXR1, ANTXR2, AREG, ARTN, ATF2, ATF4, ATP7A, AURKAIP1, BANF1, BCAR1, BCL2, BCL2L11, BDNF, BHLHE40, BMP4, BRCA2, BTC, C7ORF16, CAMK2D, CAMK2N1, CASP2, CASP6, 256
cell division process of eukaryotic cells 2.15E-05 ADM, ADORA2B, AKAP9, AKAP12, APBB2, ARAF, AREG, ATF2, ATF3, AXIN2, BCAR1, BCL2, BCL2L11, BHLHE40, BID, BLNK, BMP4, BRCA2, BTRC, C13ORF15, CAMK1, CAMK2N1, CAMKK1, CARD10, CASP2, CAST, CCK, CCNB1IP1, CCND1, CCNE1, CCNF, CCNG1, CCNG2, CD44, CD274, CDC7, CDC2 254
cell movement 4.57E-03 ACP1, ACTB, ACTR2, ADM, ALOX12, ALOX5AP, AMFR, ANGPT2, ANXA1, AOC3, ARF6, ARRB2, ARTN, B4GALT1, BCAR1, BDNF, BMP4, BSG, BTN1A1, C3, CALD1, CAMK2N2, CAPN1, CAPZB, CASP8, CAST, CBFB, CCL5, CCL7, CCL8, CCL13, CCL25, CCND1, 253
cell stage 4.52E-05 ACVR1, ACVR1B, ADORA2B, AKAP9, AKAP12, ANAPC4, APBB2, ARAF, AREG, ATF2, ATF3, AXIN2, BCL2, BCL2L11, BHLHE40, BID, BMP4, BRCA2, BRCC3, BTC, BTRC, C13ORF15, CAMK1, CAMK2D, CAMK2N1, CAMKK1, CCK, CCNB1IP1, CCND1, CCNE1, CCNF, CCNG1, CCNG2, CD44, CDC7, CDC16, 250
developmental disorder 1.41E-03 ACSL4, ACTG2 (includes EG:72), ADA, ADAMTS10 (includes EG:81794), ADM, ADRB2, ANGPT2, ANKH, ARAF, ARL6, ARSA, ATF3, ATF4, ATP6AP2, ATP7A, BACE1, BBS1, BBS7, BCL2, BCOR, BDNF, BMP4, BRWD3, BTRC, C3, CACNA1C, CAMK2D, CCL13, 250
modification of protein 1.50E-04 ACP1, ACVR1B, ADAM17, ADM, ALG8, ALG9, ALG12, AMFR, APH1B, ARAF, ARD1A, ARRB2, ATG3, ATG10, ATG12, ATXN10, BCL2, BCL10, BMP4, BSG, CAMK2D, CAND1, CAPN1, CARD10, CAST, CCK, CCL5, CCND1, CCNE1, CCT4, CCT6A, CD9, CD34, CD44, 248
development of tissue 3.37E-07 ACVR1, ACVR1B, ACVR2B, ADAM12, ADAMTS1, ADCYAP1R1, ADRB2, AEBP1, ANGPT2, APH1A (includes EG:226548), AREG, ARHGEF10, ATP7A, B4GALNT1, B4GALT1, BACE1, BBS1, BCL2, BCL2L11, BDNF, BMP4, CAPNS1, CASP9, CCNF, CD9, CD44, CD81, CDK5, CDK5R1, CDON, CHKB, CHST11, 239
development of organ 2.14E-04 ABR, ACADM, ACVR1, ACVR2B, ADA, ADAMTS1, ADAMTS2, ADM, AEBP1, APH1A (includes EG:226548), AQP11, AREG, ARF6, ASL, ATF3, ATP7A, BBS1, BCL2, BCL2L11, BCOR, BDNF, BMP4, BRCA2, C1GALT1, CASP2, CASP7, CASP8, CASP9, CBFB, CCND1, CCNF, CDK5, CDK5R1, CFL1, CHD7, 238
survival of eukaryotic cells 3.50E-05 ACVR2B, ADK, AGRN, AK5, AKAP8L, ALOX12, ANTXR1, ANTXR2, AREG, ARTN, ATF2, ATP7A, AURKAIP1, BCAR1, BCL2, BCL2L11, BDNF, BHLHE40, BMP4, BRCA2, BTC, C7ORF16, CAMK2D, CAMK2N1, CASP2, CASP7, CASP8, CASP9, CBFB, CCL5, CCND1, CCNG1, CCRK, CD44, CD81, CD82, CDH5, 237
infectious disorder of cells 4.84E-04 ACADSB, AEBP2, AFG3L1, AMDHD2, ANAPC2, AP1G2, AP2M1, ARGLU1, ARHGEF19, ARPC1A, ATG12, ATG16L2, ATMIN, ATP6V0C, B4GALNT4, BICD2, BMP1, C3, C6ORF1, CAD, CAMK1D, CAPN6, CCDC51, CCL5, CCT2, CD44, CD93, CD164, CDC42EP3, CHST1, CLNS1A, CLOCK, CLTA, COL5A1, CRYA 236
development of organism 9.75E-04 ACVR1, ACVR1B, ADA, ADD1, ANGPT2, ANGPTL2, APH1A (includes EG:226548), ARIH2, ATF2, ATP1B1, BCL2, BCL2L11, BDNF, BMP1, BMP4, BTC, CBFB, CCDC47, CCND1, CD164, CDH5, CDK6, CDON, CHD7, CHD8, CHRD, CHST2, CHST11, CLPTM1, CNR1, COL18A1, COMMD1 (includes EG:150 236
infection of cells 3.10E-04 ACADSB, AEBP2, AFG3L1, AMDHD2, ANAPC2, AP1G2, AP2M1, ARGLU1, ARHGEF19, ARPC1A, ATG12, ATG16L2, ATMIN, ATP6V0C, B4GALNT4, BICD2, BMP1, C6ORF1, CAD, CAMK1D, CAPN6, CCDC51, CCL5, CCT2, CD44, CD93, CD164, CDC42EP3, CHST1, CLNS1A, CLOCK, CLTA, COL5A1, CRYAB, C 234
infectious disorder of eukaryotic cells 3.10E-04 ACADSB, AEBP2, AFG3L1, AMDHD2, ANAPC2, AP1G2, AP2M1, ARGLU1, ARHGEF19, ARPC1A, ATG12, ATG16L2, ATMIN, ATP6V0C, B4GALNT4, BICD2, BMP1, C3, C6ORF1, CAD, CAMK1D, CAPN6, CCDC51, CCL5, CCT2, CD44, CD93, CD164, CDC42EP3, CHST1, CLNS1A, CLOCK, CLTA, COL5A1, CRYA 234
infection of eukaryotic cells 1.67E-04 ACADSB, AEBP2, AFG3L1, AMDHD2, ANAPC2, AP1G2, AP2M1, ARGLU1, ARHGEF19, ARPC1A, ATG12, ATG16L2, ATMIN, ATP6V0C, B4GALNT4, BICD2, BMP1, C6ORF1, CAD, CAMK1D, CAPN6, CCDC51, CCL5, CCT2, CD44, CD93, CD164, CDC42EP3, CHST1, CLNS1A, CLOCK, CLTA, COL5A1, CRYAB, C 233
cell stage of cells 6.06E-05 ACVR1, ACVR1B, ADORA2B, AKAP9, AKAP12, ANAPC4, APBB2, ARAF, AREG, ATF2, ATF3, AXIN2, BCL2, BCL2L11, BHLHE40, BID, BMP4, BRCA2, BRCC3, BTC, BTRC, C13ORF15, CAMK1, CAMK2D, CAMK2N1, CAMKK1, CCK, CCNB1IP1, CCND1, CCNE1, CCNF, CCNG1, CCNG2, CD44, CDC7, CDC16, 229
infectious disorder of cell lines 2.08E-04 ACADSB, AEBP2, AFG3L1, AMDHD2, ANAPC2, AP1G2, AP2M1, ARGLU1, ARHGEF19, ARPC1A, ATG12, ATG16L2, ATMIN, ATP6V0C, B4GALNT4, BICD2, BMP1, C3, C6ORF1, CAD, CAMK1D, CAPN6, CCDC51, CCL5, CCT2, CD164, CDC42EP3, CHST1, CLNS1A, CLOCK, CLTA, COL5A1, CRYAB, CSPP1, CT 229
migration of normal cells 1.29E-03 ACP1, ACVR1, ADAM9, ADAM15, ADAM17, ADM, ADRB2, ANGPT2, ANGPTL4, ANXA1, AOC3, APBB2, ARF6, ARHGAP24, ARRB2, B4GALT1, BCAR1, BDNF, BMP4, C3, CAPNS1, CCK, CCL5, CCL7, CCL8, CCL9, CCL13, CCL25, CCND1, CD9, CD34, CD44, 229
infection of cell lines 1.28E-04 ACADSB, AEBP2, AFG3L1, AMDHD2, ANAPC2, AP1G2, AP2M1, ARGLU1, ARHGEF19, ARPC1A, ATG12, ATG16L2, ATMIN, ATP6V0C, B4GALNT4, BICD2, BMP1, C6ORF1, CAD, CAMK1D, CAPN6, CCDC51, CCL5, CCT2, CD164, CDC42EP3, CHST1, CLNS1A, CLOCK, CLTA, COL5A1, CRYAB, CSPP1, CTDP1, 228
developmental process of animal 1.92E-03 ACVR1, ACVR1B, ADA, ADAMTS1, ADD1, ADH5 (includes EG:128), ANGPT2, ANGPTL2, APH1A (includes EG:226548), AQP1, ATP1B1, BCL2, BCL2L11, BDNF, BMP4, BTC, CBFB, CCDC47, CCND1, CDH5, CDK6, CDKN1B, CDON, CHD7, CHD8, CHRD, CHST11, CNR1, COL4A2, COMMD1 (includes E 225
colorectal cancer 2.07E-05 ABCA5, ADAMTS1, AHCY, AIM1 (includes EG:202), AKT3, ANGPTL2, ANK3, ANTXR1, AOC3, ATP2A2, AXIN2, C14ORF143, C15ORF23, C15ORF48, C17ORF81, C9ORF167, CACNA2D1, CALD1, CAMK2N1, CAPG, CCT4, CD9, CD274, CDKN3, CDKN1A, CDKN1B, 212
growth of tumor cell lines 2.28E-05 ADAM17, ADM, AHSA1, AKAP12, AKT3, ANXA1, ANXA7, AREG, ARL11, ATF2, ATF3, BCAR1, BCL2, BCL2L11, BTC, CAMK2N1, CBX7, CCND1, CCNE1, CD44, CD274, CDCA4, CDH13, CDK2, CDK6, CDKN1A, CDKN1B, CEBPD, CLIP1, COL18A1, COL6A3, CRABP2, CREB1, CREG1, CTGF, CTSD, CUL7 ( 212
cell cycle progression 1.38E-04 ADORA2B, AKAP9, ANXA1, APBB2, ASNS, ATF3, BCAR1, BCL2, BCL2L11, BLNK, BMP4, BRCA2, BTC, BTRC, CALM2, CAMK2N1, CARD10, CASP2, CAST, CCK, CCNB1IP1, CCNC, CCND1, CCNE1, CCNF, CCNG1, CCNG2, CD44, CD274, CDC7, CDC16, CDC23 212
proliferation of tumor cell lines 5.09E-05 ADC, ADM, AFP, AIM2, AKT3, ANXA1, ARD1A, AREG, ARIH2, BCAR1, BCL2, BDNF, BID, BRCA2, BTC, CASP2, CASP8, CCL13, CCND1, CCNE1, CCNG2, CD44, CD81, CDK5, CDK5R1, CDKN1A, CDKN1B, CHKA, COL1A1, CRK, CTGF, CTSB, CUL4A, CXCL12, 200
Huntington's disease 3.11E-05 ACADM, ACP1, ACTB, ADCY7, AEBP1, AHCY, AIG1, ALDH2, ALDH6A1, AP1S1, AQP1, ARIH2, ARL3, ATP2A2, ATP5C1, ATP5O, ATP6AP2, BAIAP2, BCL2, BCL7A, BDNF, BHLHE40, C3, C14ORF156, C4A, C5ORF13, CA11, CA12, CAPNS1, CASP2, CASP6, 199
cell division process of cell lines 5.53E-05 ADM, AKAP9, AKAP12, APBB2, ARAF, AREG, ATF2, AXIN2, BCAR1, BCL2, BHLHE40, BID, BMP4, BRCA2, BTRC, CAMK1, CAMK2N1, CAMKK1, CARD10, CASP2, CAST, CCK, CCND1, CCNE1, CCNG1, CCNG2, CD44, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK6, CDK5RAP3 (includes EG:80279), CD 199
organogenesis 2.77E-05 ACADM, ACVR1, ACVR2B, ADAMTS1, ADM, ATF4, B4GALT1, BCL2, BCL2L11, BCOR, BDNF, BMP4, BRCA2, CASP7, CASP8, CCND1, CDKN1B, CHD7, COL18A1, COL3A1, COL5A1, COL5A2, COL8A1, CREB1, CRK, CRKL, CRYAB, CUL1, CXADR, CXCL13, DCN, DGCR6, DLC1, DLX1, DLX2, ECE1, ECE2, 179
morphogenesis of cells 6.39E-09 ACP1, ADD1, ANGPT2, ANGPTL2, ANTXR1, ANXA5, ANXA7, ARHGDIG, ARHGEF2, ARRB2, ATRN, BAIAP2, BCAR1, BCL2, BCL10, BDNF, BMP4, CAPG, CAPZB, CASP8, CASP9, CAST, CCL5, CCL7, CCL8, CCL13, CCND1, CCNE1, CD9, CD44, CD47, CD82, CD151, CDC42EP1, CDC42EP2, CDH13, CDK5 178
shape change 1.02E-08 ACP1, ANGPT2, ANGPTL2, ANTXR1, ANXA5, ANXA7, AP2M1, ARF6, ARHGAP17, ARHGDIG, ARRB2, ATRN, BAIAP2, BCAR1, BCL2, BCL10, BDNF, BMP4, CAPG, CASP8, CASP9, CAST, CCL5, CCL7, CCL8, CCL13, CCNE1, CD9, CD44, CD47, CD151, CDC42EP1, CDC42EP2, CDK5, CDK5R1, CDKN1B, C 178
cell stage of eukaryotic cells 1.92E-04 ADORA2B, AKAP9, AKAP12, ARAF, AREG, ATF2, ATF3, AXIN2, BCL2, BCL2L11, BHLHE40, BID, BMP4, BRCA2, BTRC, C13ORF15, CAMK1, CAMK2N1, CAMKK1, CCK, CCNB1IP1, CCND1, CCNE1, CCNG1, CCNG2, CD44, CDC7, CDC25A, CDC25C, CDH13, 177
disease of tumor cell lines 5.42E-04 ACADSB, ADAM17, AFG3L1, ANAPC2, AP2M1, ARGLU1, ARHGEF19, ARPC1A, ATF2, ATF3, ATG12, ATG16L2, BICD2, C6ORF1, CAMK1D, CAPN6, CCND1, CCT2, CD82, CD151, CD274, CDKN1A, CHST1, CLNS1A, COL18A1, CSPP1, CTDP1, CTSB, CTSZ (includes EG:1522), CXADR, CYR61, DDX3X, D 175
reproductive system disorder 4.87E-03 ACTB, ADRB2, AIG1, ANGPT2, ANK3, ANXA5, ATF4, ATP1B1, BCL2, BRCA2, BSG, C13ORF15, CAPN6, CASP8, CBX6, CD14, COL18A1, COL6A2, CREB1, CTGF, CX3CL1, CXADR, CXCL10, CXCL13, CYR61, DBP, DCN, DNMT1, DNMT3B, DST, DUSP1, ECT2, 169
arrest in cell division process of cells 2.58E-05 AKAP9, AKAP12, APBB2, ATF2, ATF3, BCL2, BHLHE40, BID, BMP4, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CCNG2, CD44, CD274, CDC7, CDC25A, CDC25C, CDC2L6, CDH13, CDK2, CDK6, CDK5RAP3 (includes EG:80279), CDKN3, CDKN1A, CDKN1B, CDKN2C, CDKN2D, CEBPD, 165
survival of cell lines 1.36E-05 ACVR2B, ADK, AK5, AKAP8L, ALOX12, ANTXR1, ANTXR2, ATF2, ATP7A, AURKAIP1, BCL2, BDNF, BHLHE40, BMP4, BRCA2, BTC, C7ORF16, CAMK2D, CAMK2N1, CASP2, CASP9, CCND1, CCRK, CD44, CD81, CD82, CDH13, CDK2, CDK6, CDK8, CDKN1A, CDKN1B, CDKN2D, CHKA, CREB1, CXCL12, CX 162
differentiation of cell lines 1.57E-04 ALG5, AREG, ATF2, B4GALNT1, BCL2, BDH2, BDNF, BHLHE40, BLNK, BMP4, BTC, CBFB, CBR2, CBY1, CCND1, CD9, CD14, CD81, CD164, CDK2, CDK6, CDK5R1, CDKN1A, CDKN1B, CDKN2D, CDON, CEBPD, CHKA, CHRD, CREBBP, CREG1, CRK, CTGF, CTSB, CUL4A, CXCL12, DAB2, DCN, DDIT3, 161
movement of cell lines 3.21E-05 ACP1, ADAM12, ADAM15, ADAM17, AKT3, ALCAM, ALOX12, ARRB2, BCAR1, BTC, C3, C5ORF13, CBFB, CCL5, CCL13, CD44, CD47, CD82, CD151, CDH5, CDKN1A, CDKN1B, CLIC4, CNR1, COL18A1, CRK, CRKL, CTSB, CX3CL1, CXCL2, CXCL10, CXCL12, CYR61, DCBLD2, DDX3X, DICER1, DNAJA3 160
development of blood vessel 8.83E-10 ACP1, ACVR1, ADA, ADAM17, ADAMTS1, ADORA2B, ANGPT2, ANGPTL2, ANGPTL4, APH1A (includes EG:226548), ARHGAP24, ATP7A, B4GALT1, BCL2, BDNF, BMP4, BTC, C1GALT1, CASP8, CCL13, CCND1, CD151, CDH5, CHD7, COL18A1, COL1A1, COL3A1, COL4A2, COL5A1, CRKL, CSPG4, CTGF, 159
migration of cell lines 1.73E-05 ACP1, ADAM12, ADAM15, ADAM17, AKT3, ALCAM, ALOX12, ARRB2, BCAR1, BTC, C3, C5ORF13, CBFB, CCL5, CCL13, CD44, CD47, CD82, CD151, CDH5, CDKN1A, CDKN1B, CLIC4, CNR1, COL18A1, CRK, CRKL, CTSB, CX3CL1, CXCL2, CXCL10, CXCL12, CYR61, DCBLD2, DDX3X, DICER1, DNAJA3 158
digestive organ tumor 4.50E-03 ACY1, ADAM12, ADORA2B, AIM2, AKAP1, AKT3, ANTXR1, ANXA1, BAT1, BCL2, BTRC, C14ORF143, CASP8, CD14, CD59, CD274, CDC2L6, CDK2, CDK5, CDK6, CDK8, CDK10, CDKN3, CDKN1A, CDKN1B, CHRNA1, CHRNB1, COBLL1, COL1A1, COL6A3, COPS5, CREB1, CREBBP, CTSB, CTSD, CUGBP1, 151
adhesion of eukaryotic cells 1.77E-03 ACP1, ADAM9, ADAM12, ADAM15, ADAM17, ADRB2, ALOX12, ANGPT2, ANXA1, ANXA5, AOC3, B4GALT1, BMP4, BSG, C3, CASP8, CCL5, CCL13, CCL25, CCNC, CCND1, CD9, CD34, CD44, CD47, CD59, CD81, CD82, CD151, CDK5R1, CERCAM, COL18A1, COL7A1, CORO1A, CTGF, CX3CL1, CXCL2, C 150
developmental process of mammalia 3.03E-03 ACVR1, ADAMTS1, ADH5 (includes EG:128), ANGPT2, ANGPTL2, APH1A (includes EG:226548), AQP1, ATP1B1, BCL2, BCL2L11, BDNF, BMP4, BTC, CBFB, CCND1, CDH5, CDK6, CDKN1B, COL4A2, COMMD1 (includes EG:150684), CREB1, CXCL12, CXXC1, 145
transformation 3.54E-03 ACP1, ADM, AFF4, AKT3, ANGPTL2, ANP32A, ARAF, ARHGEF3, ATF3, BCAR1, BCKDHA, BCL2, BCL10, BIN1, CBFB, CCDC6, CCND1, CCNE1, CDC25A, CDK2, CDK6, CDKN1A, CDKN1B, CLTC, COL1A1, CREBBP, CRK, CYP2D6, CYTH1, DMTF1, DNAJA3, 145
developmental process of rodents 2.79E-03 ACVR1, ADAMTS1, ADH5 (includes EG:128), ANGPT2, ANGPTL2, APH1A (includes EG:226548), AQP1, ATP1B1, BCL2, BCL2L11, BDNF, BMP4, BTC, CBFB, CCND1, CDH5, CDK6, CDKN1B, COL4A2, COMMD1 (includes EG:150684), CREB1, CXCL12, CXXC1, 144
benign tumor 5.55E-03 ADAM12, ADARB1, AIG1, AK2, AKAP8L, ANXA1, ANXA5, ARFGEF2, ARIH2, ARL4D, ATF2, ATP1A1, ATRN, ATRNL1, BCL2, BCL10, BTRC, CAPN6, CCND1, CDC7, CDKN1A, CDKN1B, CDKN2C, CLEC16A, CNR1, COL18A1, COL6A3, COX6A2, CRABP2, CTGF, CTSB, CYP1B1, CYR61, DNMT1, DNMT3B, DO 144
developmental process of mice 3.25E-03 ACVR1, ADAMTS1, ADH5 (includes EG:128), ANGPT2, ANGPTL2, APH1A (includes EG:226548), AQP1, ATP1B1, BCL2, BCL2L11, BDNF, BMP4, BTC, CBFB, CCND1, CDH5, CDK6, CDKN1B, COL4A2, COMMD1 (includes EG:150684), CREB1, CXCL12, CXXC1, 143
transformation of cells 2.33E-03 ACP1, ADM, AFF4, AKT3, ANGPTL2, ANP32A, ARAF, ARHGEF3, ATF3, BCAR1, BCKDHA, BCL2, BCL10, BIN1, CBFB, CCDC6, CCND1, CCNE1, CDC25A, CDK2, CDK6, CDKN1A, CDKN1B, CLTC, COL1A1, CREBBP, CRK, CYTH1, DMTF1, DNAJA3, DNMT1, 141
infection of tumor cell lines 2.75E-03 ACADSB, AFG3L1, ANAPC2, AP2M1, ARGLU1, ARHGEF19, ARPC1A, ATG12, ATG16L2, BICD2, C6ORF1, CAMK1D, CAPN6, CCT2, CHST1, CLNS1A, CSPP1, CTDP1, CTSZ (includes EG:1522), DDX3X, DLST, DNAJA2, DTX4, DYSF, EDNRA, EGF, EGFR, ETHE1, EXOSC5, FAM76B, FBXO21, FGD6, FHL3 141
interphase of eukaryotic cells 8.35E-05 AKAP12, ARAF, ATF2, ATF3, BCL2, BCL2L11, BHLHE40, BID, BMP4, BTRC, C13ORF15, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CCNG2, CD44, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2D, CEBPD, CHKA, COPS5, CREG1 139
cell stage of cell lines 3.70E-04 AKAP9, AKAP12, ARAF, ATF2, AXIN2, BCL2, BHLHE40, BID, BMP4, BRCA2, BTRC, CAMK1, CAMK2N1, CAMKK1, CCK, CCND1, CCNE1, CCNG1, CCNG2, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, 139
cell division process of tumor cell lines 7.03E-04 AKAP9, APBB2, ATF2, AXIN2, BCAR1, BCL2, BHLHE40, BMP4, BRCA2, BTRC, CAMK1, CAMK2N1, CAMKK1, CARD10, CASP2, CCK, CCND1, CCNE1, CCNG1, CCNG2, CD44, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2C, CEBPD, CHKA, C 136
infection of cervical cancer cell lines 2.91E-03 ACADSB, AFG3L1, ANAPC2, AP2M1, ARGLU1, ARHGEF19, ARPC1A, ATG12, ATG16L2, BICD2, C6ORF1, CAMK1D, CAPN6, CCT2, CHST1, CLNS1A, CSPP1, CTDP1, CTSZ (includes EG:1522), DDX3X, DLST, DNAJA2, DTX4, DYSF, EDNRA, EGF, EGFR, ETHE1, EXOSC5, FAM76B, FBXO21, FGD6, FHL3 136
invasion of cells 1.48E-04 ADAM9, ADAM17, ADM, AKT3, ANXA1, AREG, ARF6, ATF3, ATP6V0C, BATF3, BCAR1, BCL2, BMP4, BSG, BTC, CCND1, CD9, CD14, CD44, CD82, CD151, CDKN1B, CHRD, COL18A1, CRK, CSPG4, CTSB, CTSD, CXCL10, CXCL12, DKK3, DLC1, DNMT3B, EGF, EGFR, ENG, ENPP2, ENTPD5, EPHA2, E 135
angiogenesis 2.12E-09 ACP1, ACVR1, ADA, ADAM17, ADAMTS1, ADORA2B, ANGPT2, ANGPTL2, ANGPTL4, APH1A (includes EG:226548), ARHGAP24, ATP7A, B4GALT1, BCL2, BDNF, BMP4, BTC, C1GALT1, CASP8, CCL13, CCND1, CD151, CDH5, COL18A1, COL4A2, CSPG4, CTGF, CTSB, CX3CL1, CXCL12, CYR61, DDAH1, 132
invasion of eukaryotic cells 5.03E-04 ADAM9, ADAM17, ADM, AKT3, ANXA1, AREG, ARF6, ATF3, BATF3, BCAR1, BCL2, BMP4, BSG, BTC, CCND1, CD9, CD14, CD44, CD82, CD151, CDKN1B, CHRD, COL18A1, CRK, CSPG4, CTSB, CTSD, CXCL10, CXCL12, DKK3, DLC1, DNMT3B, EGF, EGFR, 127
arrest in cell division process of eukaryotic cells 2.05E-04 AKAP9, AKAP12, ATF2, BCL2, BHLHE40, BID, BMP4, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CCNG2, CD44, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2C, CDKN2D, CEBPD, CHKA, CLIP1, COL1A1, COPS5, CREB1, CUL1, 125
survival of tumor cell lines 1.78E-04 ACVR2B, ADK, AK5, AKAP8L, ALOX12, ANTXR1, ANTXR2, ATF2, AURKAIP1, BCL2, BDNF, BHLHE40, BRCA2, C7ORF16, CAMK2D, CAMK2N1, CASP2, CCND1, CCRK, CD44, CD81, CD82, CDK2, CDK6, CDK8, CDKN1A, CDKN1B, CDKN2D, CHKA, CREB1, CXCL12, CXCR7, DGKA, DUSP1, DUSP5, DUSP14, 124
colony formation of cells 5.29E-04 AKAP12, ANKRD1, ANXA1, ANXA7, ATF3, BACH2 (includes EG:60468), BCL2, BCL2L11, BNIP3L, CBFB, CCL13, CCND1, CCNE1, CCNG2, CD9, CD44, CD82, CDA, CDKN1A, CDKN1B, CLTC, CNOT7, CRTC1, CTSD, CXCL12, CYR61, DCK, DCN, DDIT3, DLC1, 124
cell death of neurons 2.05E-03 ADA, ADCYAP1R1, ALOX12, ATF3, ATP2C1, B4GALNT1, BACE1, BCL2, BCL2L11, BDNF, BID, CAPNS1, CASP2, CASP6, CASP7, CASP8, CASP9, CAST, CCL5, CD200, CDK2, CDK5, CDK6, CDK5R1, CDKN1A, CDKN1B, CDKN2D, CREB1, CREBBP, CTSB, CTSD, CX3CL1, CXCL12, DLX1, DLX2, E2F1, E 124
cell division process of normal cells 3.95E-04 ADORA2B, AREG, ATF2, ATF3, BCL2, BCL2L11, BLNK, BMP4, BRCA2, C13ORF15, CCK, CCNB1IP1, CCND1, CCNE1, CCNF, CCNG2, CD44, CD274, CDC7, CDC25C, CDK2, CDK5, CDKN1A, CDKN1B, CDKN2D, CEBPD, CHKA, COL1A1, CREB1, CXCL10, CYP26B1, DCN, DNM1L, E2F1, E2F2, E2F3, EGF, 120
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shape change of eukaryotic cells 1.01E-07 ACP1, ANGPT2, ANGPTL2, ANTXR1, ANXA5, ARHGDIG, ARRB2, ATRN, BCAR1, BCL2, BCL10, BDNF, CAPG, CAST, CCL5, CCL7, CCL8, CCL13, CCNE1, CD9, CD44, CD47, CD151, CDK5, CDK5R1, CDKN1B, COL18A1, CORO1A, CRK, CRKL, CSPG4, CX3CL1, CXCL12, CYR61, DCN, DICER1, DPYSL2, 119
colony formation of eukaryotic cells 1.34E-04 AKAP12, ANKRD1, ANXA1, ANXA7, ATF3, BACH2 (includes EG:60468), BCL2, BCL2L11, BNIP3L, CBFB, CCL13, CCND1, CCNE1, CCNG2, CD9, CD44, CD82, CDA, CDKN1A, CDKN1B, CLTC, CNOT7, CRTC1, CTSD, CYR61, DCK, DCN, DDIT3, DLC1, DYNC1H1, 118
interphase of cell lines 1.65E-04 AKAP12, ARAF, ATF2, BCL2, BHLHE40, BID, BMP4, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CCNG2, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2D, CEBPD, CHKA, COPS5, CREG1, CUL4A, CXCL12, CYR61, DCN, DD 117
developmental process of embryonic tissue 5.85E-04 ACVR1, ACVR1B, ACVR2B, ANGPT2, APH1A (includes EG:226548), AREG, BCL2, BDNF, BMP4, CASP9, CD44, CRKL, CUL7 (includes EG:9820), CX3CL1, CXCL12, DAB2, DPPA4, ECE1, ECE2, EDNRA, EGF, EGFR, EGR2, EN1, ENAH, ENPP2, ETS2, EYA1, F2RL1, 113
arrest in cell stage of cells 8.95E-04 AKAP12, ATF2, BCL2, BHLHE40, BID, BMP4, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CD44, CDC7, CDC25A, CDC25C, CDC2L6, CDH13, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2D, CEBPD, CHKA, CLIP1, COPS5, CUL4A, CYP26B1, CYR61, DCN, DDIT3, 113
colon cancer 1.78E-03 ABCA5, ADAMTS1, AHCY, AKT3, ANTXR1, AOC3, ATP2A2, AXIN2, C14ORF143, C15ORF23, C15ORF48, C17ORF81, CALD1, CAMK2N1, CCT4, CD274, CDKN3, CDKN1A, CEP55, CNNM2, COG8, COL3A1, COL6A2, CPEB4, CTSB, DGKA, DHDDS, DLGAP5, DNAJB9, DUSP5, EBP, EFNB1, EGFR, EIF4A2, EN 112
cell death of fibroblast cell lines 5.44E-06 ABCC4, ACTB, ATF2, ATF3, BACH2 (includes EG:60468), BCL2, BCL2L11, BID, BNIP3L, BRCA2, CAPNS1, CASP2, CASP8, CASP9, CCND1, CCNE1, CCNG1, CDK6, CDKN1A, CDKN1B, CLIC4, COPS5, COX5A, CTSB, CTSD, CUL7 (includes EG:9820), CYR61, 111
movement of tumor cell lines 2.65E-05 ADAM15, ADAM17, AKT3, ALOX12, ARRB2, BCAR1, C5ORF13, CCL5, CCL13, CD44, CD47, CD82, CD151, CDKN1B, CRK, CRKL, CX3CL1, CXCL2, CXCL10, CXCL12, DCBLD2, DNAJA3, DPYSL2, EFNB1, EGF, EGFR, EGR1, ENPP2, ESR1, ETV5, FGFR1, GAB1, GAS6, GDNF, GFER, GIPC1, GJA1, GOL 110
cell movement of cell lines 9.01E-05 ACP1, ADM, ARRB2, BSG, C3, CAPN1, CASP8, CCL5, CCL7, CCL8, CCL13, CCL25, CD9, CD44, CD47, CD81, CD82, CD151, CDH13, CDKN1B, CNR1, CREB3, CRKL, CTSB, CX3CL1, CXCL10, CXCL12, CXCL13, DGKA, DKK3, DLC1, EGF, EGFR, ENPP2, ESR1, FIGF, FLNA, FOSL2, GAB1, GAS6, G 110
invasion of cell lines 6.82E-04 ADAM9, ADAM17, ADM, AKT3, ANXA1, AREG, ARF6, ATF3, BATF3, BCAR1, BCL2, BMP4, BSG, BTC, CD9, CD44, CD82, CD151, CDKN1B, CHRD, COL18A1, CRK, CSPG4, CTSB, CTSD, CXCL12, DKK3, DLC1, DNMT3B, EGF, EGFR, ENPP2, ENTPD5, EPHA2, 110
migration of tumor cell lines 2.19E-05 ADAM15, ADAM17, AKT3, ALOX12, ARRB2, BCAR1, C5ORF13, CCL5, CCL13, CD44, CD47, CD82, CD151, CDKN1B, CRK, CRKL, CX3CL1, CXCL2, CXCL10, CXCL12, DCBLD2, DNAJA3, DPYSL2, EFNB1, EGF, EGFR, EGR1, ENPP2, ESR1, FGFR1, GAB1, GAS6, GDNF, GFER, GIPC1, GJA1, GOLGA2, H 109
growth of plasma membrane projections 2.92E-04 ADAM17, ADRB2, ANP32A, ARHGAP17, ARTN, BAIAP2, BCAR1, BCL2, BDNF, BMP4, CD9, CD47, CDK2, CDK5, CDK5R1, CDKN1A, CNPY2, CNR1, CNTN2, CREB1, CRK, CXCL12, DNAJA3, DOK4, DPYSL2, E2F1, EFNB1, EFNB2, EGF, EGFR, EIF4EBP1, ELMO2, EPHA2, EPN1, FEZ1, FGFR1, GAB1, GA 108
growth of neurites 2.51E-04 ADAM17, ADRB2, ANP32A, ARHGAP17, ARTN, BAIAP2, BCL2, BDNF, BMP4, CD9, CD47, CDK2, CDK5, CDK5R1, CDKN1A, CNPY2, CNR1, CNTN2, CREB1, CRK, CXCL12, DNAJA3, DOK4, DPYSL2, E2F1, EFNB1, EFNB2, EGF, EGFR, EIF4EBP1, ELMO2, 107
degradation of protein 1.62E-04 ACY1, ADAM17, ADAMTS2, ADAMTS4, ADAMTS7, ALOX12, AMFR, ANAPC2, ANAPC4, ARIH2, AURKAIP1, BACE1, BLMH, BMP1, BTRC, CAPN1, CAPNS1, CASP2, CASP6, CASP7, CASP8, CASP9, CAST, CDC23 (includes EG:8697), CTSB, CTSD, CTSZ (includes EG:1522), DHCR24, DLD, DNAJC1, DP 105
protein kinase cascade 9.45E-04 ADAM9, ADORA2B, ADRB2, AIDA, APOL3 (includes EG:80833), ARAF, ATP2C1, ATP6AP2, AZI2, BCL10, C7ORF16, CRKL, DOK1, DOK4, DUSP4, DUSP22, ECOP, ECT2, EDA2R, EEF1D, EGF, EGFR, F2R, FGF13, FGFR1, FLNA, GJA1, GPS2, HIPK2, HMGA2, 105
cell cycle progression of eukaryotic cells 1.93E-03 AKAP9, APBB2, BCAR1, BCL2, BCL2L11, BLNK, BMP4, BTRC, CAMK2N1, CARD10, CASP2, CAST, CCND1, CCNE1, CCNF, CCNG1, CCNG2, CD44, CDC25C, CDK2, CDK5, CDK6, CDKN1A, CDKN1B, CDKN2C, CDKN2D, COL1A1, CREB1, CRK, CUL1, CUL7 (includes EG:9820), DMTF1, DUSP1, E2F1, E2 104
formation of tissue 2.19E-06 ACVR1, ADAM12, ADAM15, ANGPT2, ANTXR2, APH1A (includes EG:226548), ARHGAP22, ARHGAP24, ATF3, ATF4, BDNF, BMP4, CASP8, CBFB, CD44, CD276, CFL1, CHRD, CHST3, COL18A1, COL4A2, CTGF, CTNNBIP1, CX3CL1, CXCL12, DAG1, 103
cell stage of tumor cell lines 7.24E-04 AKAP9, ATF2, AXIN2, BCL2, BHLHE40, BRCA2, BTRC, CAMK1, CAMK2N1, CAMKK1, CCK, CCND1, CCNE1, CCNG1, CCNG2, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CEBPD, CHKA, COPS5, CREG1, CYLD, CYR61, DCN, DDIT3, DLGAP5, DUS 103
arrest in cell division process of cell lines 1.25E-03 AKAP9, AKAP12, ATF2, BCL2, BHLHE40, BID, BMP4, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CCNG2, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2C, CDKN2D, CEBPD, CHKA, CLIP1, COPS5, CUL1, CUL4A, CYR61, DCN, D 103
development of skeleton 1.71E-05 ACP2, ACVR1, ACVR2B, ADAMTS4, ADRB2, AEBP1, ANKH, ATF2, AXIN2, BCL2, BMP4, CBFB, CD276, CHD7, CHRD, CHST11, COL12A1, COL1A1, COL5A2, CTGF, DLK1, E2F1, EBP, EGFR, EGR2, EIF2AK3, EN1, ENPP1, ERCC2, ESR1, ETS2, EXT2, EYA1, FBN1, 102
uterine cancer 4.42E-03 ADAM12, ADARB1, AGPAT2, AIG1, AK2, AKAP8L, ARFGEF2, ARIH2, ARL4D, ATRN, ATRNL1, BCL10, BTRC, CAPN6, CDC7, CDC2L6, CDK2, CDK5, CDK6, CDK8, CDK10, CLEC16A, COL6A3, CRABP2, CTSB, CYP1B1, CYR61, DOK1, DST, EGFR, EIF4EBP1, 101
outgrowth of neurites 2.80E-05 ADAM17, ADRB2, ANP32A, ARHGAP17, BAIAP2, BCL2, BDNF, BMP4, CD9, CD47, CDK2, CDK5, CDK5R1, CDKN1A, CNPY2, CNR1, CREB1, CRK, CXCL12, DNAJA3, DOK4, DPYSL2, E2F1, EFNB1, EFNB2, EGF, EGFR, ELMO2, EPHA2, EPN1, FEZ1, 100
arrest in cell stage of eukaryotic cells 2.89E-04 AKAP12, ATF2, BCL2, BHLHE40, BID, BMP4, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CD44, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2D, CEBPD, CHKA, CLIP1, COPS5, CUL4A, CYP26B1, CYR61, DCN, DDIT3, DLGAP5, 100
formation of filaments 1.21E-05 AKAP1, ARF6, ARHGEF2, ARHGEF3, BACE1, BCAR1, CALD1, CAPN1, CDC42EP2, CDKN1A, CDKN1B, CFL1, COL18A1, COL5A1, CRK, CTGF, DAB2, DLC1, DLGAP5, DPYSL2, EDNRA, EGF, EGFR, F2R, FHL1, FMN1, GAP43, GAS7, GNAO1, GNAQ, GNB1, GNG12, GPI, GSN, HGF, HSPA5, HTT, IDE, IN 99
differentiation of tumor cell lines 6.54E-04 ALG5, ATF2, B4GALNT1, BCL2, BDH2, BDNF, BMP4, BTC, CCND1, CD14, CDK2, CDK6, CDK5R1, CDKN1A, CDKN1B, CEBPD, CHKA, CREBBP, CREG1, CRK, CTGF, CUL4A, DAB2, DDIT3, DLK1, DMTF1, DUSP1, E2F1, EGF, EGFR, EGR1, ELAVL2, ERBB2IP 99
development of embryonic tissue 2.41E-03 ACVR1, ACVR1B, ACVR2B, ANGPT2, APH1A (includes EG:226548), AREG, BCL2, BDNF, BMP4, CD44, CRKL, CX3CL1, CXCL12, DAB2, ECE1, ECE2, EDNRA, EGF, EGFR, EGR2, EN1, ENAH, ENPP2, ETS2, EYA1, FGF10, FGFR1, FGFR2, FOSL2, FOXC2, FOXF1, FTO, 99
developmental process of muscle 4.52E-06 ACVR2B, ADAM12, ADRB2, AEBP1, BDNF, BMP4, CDK5, CDKN1A, CDON, CHKB, COL6A3, CRYAB, CXCL10, DUSP1, E2F1, EGR3, ETV1, F2RL1, FEM1C, FGFR1, FHL3, FLNB, FOSL2, FOXC2, FOXF1, FOXO1, FXR1, GAA, GAB1, GATA4, GATA6, GEFT, 97
adhesion of cell lines 9.72E-05 ACP1, ADAM9, ADAM12, ADAM15, ADAM17, ANGPT2, ANXA1, ANXA5, B4GALT1, BSG, C3, CASP8, CCL13, CCNC, CD9, CD44, CD47, CD59, CD81, CD82, CD151, CTGF, CX3CL1, CXCL2, CXCL10, CXCL12, CYR61, CYTH1, CYTIP, DAB2, DCN, DKK3, E2F1, 96
invasion of tumor cell lines 6.00E-04 ADAM9, ADAM17, ADM, AKT3, ANXA1, AREG, ARF6, ATF3, BATF3, BCAR1, BCL2, BMP4, BSG, BTC, CD9, CD44, CD82, CD151, CDKN1B, CHRD, COL18A1, CRK, CSPG4, CTSB, CTSD, CXCL12, DKK3, DLC1, DNMT3B, EGF, EGFR, ENPP2, ENTPD5, EPHA2, 96
disease of kidney cell lines 1.20E-03 AEBP2, AMDHD2, ANAPC2, AP1G2, ATMIN, ATP6V0C, B4GALNT4, BMP1, CAD, CCDC51, CCL5, CD164, CDC42EP3, CHST1, CLOCK, CLTA, COL5A1, CRYAB, CSNK1E, CTDP1, CTSB, DAZAP2 (includes EG:9802), DCP2, EIF2B5, ENC1, ERCC1, ETS2, EXOSC10, FXR1, GATAD2A, GINS4, HBEGF, HMG 96
developmental process of tumor 5.94E-06 ADAM17, ANGPTL4, ARRB2, B4GALNT1, BCL2, CCND1, CD44, CD59, CD274, CDH5, CDKN1A, CDKN1B, CDKN2C, CNR1, COL18A1, CRABP2, CREB1, CREBBP, CRYAB, CTSB, DNMT1, DNMT3B, E2F1, E2F3, EGFR, EGR1, EPHA2, ESR1, ETS2, F2R, FGFR1, FGFR2, GADD45A, GDNF, GJA1, HGF, HRAS, 94
developmental process of fibroblast cell lines 3.42E-04 ACP1, AKAP12, ANP32A, AREG, BCAR1, BMP4, CAST, CBFB, CBR2, CBY1, CCND1, CDH13, CDK2, CDK6, CDKN1A, CDKN1B, COL1A1, CRK, CUL1, CUL7 (includes EG:9820), DDIT3, DDX3X, DLK1, DMTF1, E2F1, E2F2, E2F3, EBF1, EEF1D, EGF, EGFR, 94
disease of embryonic cell lines 6.37E-04 AEBP2, AMDHD2, ANAPC2, AP1G2, ATMIN, ATP6V0C, B4GALNT4, BMP1, CAD, CCDC51, CD44, CD164, CDC42EP3, CHST1, CLOCK, CLTA, COL5A1, CRYAB, CTDP1, DAG1, DAZAP2 (includes EG:9802), DCP2, EGFR, EIF2B5, ENC1, ERCC1, ETS2, EXOSC10, FXR1, GATAD2A, GINS4, HMGCS1, HNRP 94
cell death of breast cancer cell lines 1.83E-06 ABCC4, ADM, AIM2, ATF2, BCAR1, BCL2, BCL10, BCL2L11, BHLHE40, BID, BNIP3L, CASP2, CASP6, CASP7, CASP8, CASP9, CCND1, CD44, CD47, CDKN1A, CRABP2, CTGF, CYB5A, CYLD, CYR61, DAB2, DDIT4, DUSP1, DUSP4, E2F1, EGF, EGFR, 93
colony formation of cell lines 7.22E-05 AKAP12, ANKRD1, ANXA1, ANXA7, ATF3, BACH2 (includes EG:60468), BCL2, BCL2L11, CBFB, CCL13, CCND1, CCNE1, CCNG2, CD44, CD82, CDKN1A, CDKN1B, CLTC, CNOT7, CRTC1, CTSD, CYR61, DCK, DLC1, DYNC1H1, E2F1, EGF, EGFR, EGLN2, EGR1, ETV6, FBLN1, FOXO3, GADD45A, GJA 93
disease of epithelial cell lines 9.94E-04 AEBP2, AMDHD2, ANAPC2, AP1G2, ATMIN, ATP6V0C, B4GALNT4, BMP1, CAD, CCDC51, CD164, CDC42EP3, CHST1, CLOCK, CLTA, COL5A1, CRYAB, CTDP1, CXCL2, DAZAP2 (includes EG:9802), DCP2, EIF2B5, ENC1, ERCC1, ETS2, EXOSC10, FXR1, 93
infection of kidney cell lines 1.40E-03 AEBP2, AMDHD2, ANAPC2, AP1G2, ATMIN, ATP6V0C, B4GALNT4, BMP1, CAD, CCDC51, CCL5, CD164, CDC42EP3, CHST1, CLOCK, CLTA, COL5A1, CRYAB, CTDP1, CTSB, DAZAP2 (includes EG:9802), DCP2, EIF2B5, ENC1, ERCC1, ETS2, EXOSC10, FXR1, GATAD2A, GINS4, HMGCS1, HNRPDL, ID 93
differentiation of connective tissue cells 1.41E-04 ACVR1, ACVR2B, ADRB2, AREG, ATF4, AXIN2, BCL2, BMP4, CAPNS1, CASP8, CAST, CBY1, CCL9, CCND1, CD200, CD276, CDK6, CHRD, CREB1, DDIT3, DICER1, DLK1, EBF1, EGFR, ENPP1, FGF10, FGFR1, FIGF, FOSL2, GAS7, GDF5, GDNF, GPX1, IL11, 92
arrest in interphase of eukaryotic cells 4.11E-04 AKAP12, ATF2, BCL2, BHLHE40, BID, BMP4, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CD44, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2D, CEBPD, CHKA, COPS5, CUL4A, CYR61, DCN, DDIT3, DUSP1, E2F1, E2F2, E2F3 92
infectious disorder of embryonic cell lines 1.22E-03 AEBP2, AMDHD2, ANAPC2, AP1G2, ATMIN, ATP6V0C, B4GALNT4, BMP1, CAD, CCDC51, CD164, CDC42EP3, CHST1, CLOCK, CLTA, COL5A1, CRYAB, CTDP1, DAG1, DAZAP2 (includes EG:9802), DCP2, EIF2B5, ENC1, ERCC1, ETS2, EXOSC10, FXR1, GATAD2A, GINS4, HMGCS1, HNRPDL, IDH1, IR 92
infectious disorder of epithelial cell lines 1.67E-03 AEBP2, AMDHD2, ANAPC2, AP1G2, ATMIN, ATP6V0C, B4GALNT4, BMP1, CAD, CCDC51, CD164, CDC42EP3, CHST1, CLOCK, CLTA, COL5A1, CRYAB, CTDP1, DAZAP2 (includes EG:9802), DCP2, EIF2B5, ENC1, ERCC1, ETS2, EXOSC10, FXR1, GATAD2A, GINS4, HMGCS1, HNRPDL, IDH1, IRF3, KH 91
cell death of connective tissue cells 5.92E-04 ADAM12, ADM, ARRB2, ATF2, ATF3, BCL2, BCL2L11, BID, CABLES2, CAPNS1, CASP2, CASP7, CASP8, CASP9, CCL9, CCND1, CD44, CDKN1A, CDKN1B, CDKN2C, CLIC4, CREB1, CTSD, CYP1B1, DCN, DDIT3, DHCR24, DUSP1, E2F1, EGF, EGFR, EGR1, ESR1, FLNA, FOXO1, GAB1, GABBR1, GLO1 88
formation of plasma membrane projections 6.92E-05 AKAP12, ARF6, ARHGAP24, BAIAP2, BDNF, CAPNS1, CAST, CCL13, CD44, CD47, CD82, CDC42EP1, CDC42EP2, CDKN1B, CRK, CRKL, CTGF, CXCL12, CYR61, DAG1, DPYSL2, EFNB1, EGF, ENAH, EXOC7, FGD3, FGD4, GAB1, GAP43, GDNF, HGF, HRAS, 87
arrest in cell stage of cell lines 4.41E-04 AKAP12, ATF2, BCL2, BHLHE40, BID, BMP4, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2D, CEBPD, CHKA, CLIP1, COPS5, CUL4A, CYR61, DCN, DDIT3, DLGAP5, DUSP1, E2F1, E 87
formation of cells 3.57E-03 ADAM12, ARHGAP22, BDNF, CASP8, CCL5, CD9, CD44, CD47, CD81, CDKN1A, COL18A1, CREBBP, CXCL12, DLK1, EFNB1, EGF, EGR1, ENAH, ENPP2, EPC1, ERCC1, FGF13, FGFR1, FST, FZD1, GDNF, GGT1, GNAO1, GNAQ, HAS2, HGF, HOPX, HRAS, 86
arrest in cell cycle progression 2.53E-03 AKAP9, APBB2, ATF3, BCL2, BMP4, BTRC, CCND1, CCNE1, CCNG1, CCNG2, CD274, CDC25A, CDK2, CDK6, CDKN3, CDKN1A, CDKN1B, CDKN2C, CDKN2D, COL1A1, COMMD5, CREB1, CREBBP, CUL1, CUL4A, DMTF1, E2F1, E2F2, E2F3, EGFR, EIF4G2, ERN1, FANCA, FANCC, FOXO3, GADD45A, GAS7 85
interphase of tumor cell lines 3.90E-04 ATF2, BCL2, BHLHE40, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CCNG2, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CEBPD, CHKA, COPS5, CREG1, CYR61, DCN, DDIT3, DUSP1, E2F1, EGF, EGFR, EPB41L1, FOXO3, GAD 84
apoptosis of neurons 2.21E-03 ADA, ADCYAP1R1, ATF3, ATP2C1, B4GALNT1, BCL2, BCL2L11, BDNF, BID, CASP2, CASP6, CASP9, CCL5, CD200, CDK2, CDK5, CDK5R1, CDKN1A, CDKN2D, CREB1, CREBBP, CTSB, CXCL12, DLX1, DLX2, E2F1, EN1, ETV6, F2R, FBXW7, FOXO3, GDF5, 84
tumorigenesis of cells 2.21E-03 ADAM17, ARHGDIG, ARMC10, ATF2, ATF3, BCL2, C3, CASP2, CASP9, CAST, CCND1, CCNE1, CD44, CD82, CD151, CD274, CDKN1A, CDKN2C, CDKN2D, COL18A1, CSNK1E, CTSB, CXADR, CXCL2, CYLD, CYR61, DLC1, DOK1, E2F1, EGF, EGFR, EGR1, EMP2, 84
formation of eukaryotic cells 2.48E-03 ADAM12, ARHGAP22, BDNF, CASP8, CCL5, CD9, CD44, CD47, CD81, CDKN1A, COL18A1, CREBBP, CXCL12, DLK1, EGF, EGR1, ENAH, ENPP2, EPC1, ERCC1, FGF13, FGFR1, FST, FZD1, GDNF, GGT1, GNAO1, GNAQ, HGF, HOPX, HRAS, ID1, IFNGR1, 84
apoptosis of fibroblast cell lines 1.00E-04 ATF2, ATF3, BACH2 (includes EG:60468), BCL2, BCL2L11, BID, BNIP3L, CAPNS1, CASP2, CASP8, CASP9, CCNE1, CCNG1, CDKN1A, CDKN1B, CLIC4, COPS5, COX5A, CUL7 (includes EG:9820), CYR61, DDIT3, DDX3X, DUSP4, E2F1, E2F2, EGFR, EGR1, 83
adenocarcinoma 2.42E-03 ACY1, AGPAT2, ALDOC, ANXA1, BRCA2, BTRC, CAMK2N1, CBLN1, CCND1, CD14, CDC2L6, CDK2, CDK5, CDK6, CDK8, CDK10, CDKN1B, CDKN2C, DICER1, DLK1, DYNLRB1, E2F1, EDNRA, EGFR, ENG, ESR1, FGFR1, FOXA3, GJA1, GLG1, GPI, 83
development of muscle 9.43E-05 ADAM12, AEBP1, BDNF, BMP4, CDK5, CDON, CHKB, COL6A3, CRYAB, CXCL10, DUSP1, EGR3, ETV1, F2RL1, FGFR1, FHL3, FLNB, FOSL2, FOXC2, FOXF1, FOXO1, FXR1, GAA, GAB1, GATA4, GATA6, GEFT, GJA1, GJC1, HBEGF, HGF, HLX, HMGA2, 82
arrest in interphase of cell lines 4.09E-04 AKAP12, ATF2, BCL2, BHLHE40, BID, BMP4, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2D, CEBPD, CHKA, COPS5, CUL4A, CYR61, DCN, DDIT3, DUSP1, E2F1, EGF, EGFR, EP400 82
cell death of epithelial cell lines 8.30E-07 AAK1, ATF3, BCL2, BCL10, BID, BNIP3L, CASP2, CASP7, CASP8, CASP9, CD44, CDKN1B, CEBPD, CLIC4, CRYAB, CUL7 (includes EG:9820), DAB2, DAP3, DDIT3, DLST, E2F6, ECOP, EGF, EGFR, EMP1, EMP2, EMP3, ESR1, FOXO3, HIPK2, HK1, HRAS, 81
apoptosis of breast cancer cell lines 9.39E-06 ADM, AIM2, ATF2, BCAR1, BCL2, BCL10, BCL2L11, BHLHE40, BID, BNIP3L, CASP2, CASP6, CASP7, CASP8, CASP9, CCND1, CD44, CDKN1A, CRABP2, CTGF, CYB5A, CYLD, CYR61, DDIT4, DUSP1, DUSP4, E2F1, EGF, EGFR, EPHA2, ESR1, ETS2, FBLN1, 81
cell stage of normal cells 1.08E-03 ADORA2B, AREG, ATF2, ATF3, BCL2, BCL2L11, BMP4, BRCA2, C13ORF15, CCK, CCNB1IP1, CCND1, CCNE1, CCNG2, CD44, CDC7, CDC25C, CDK2, CDKN1A, CDKN1B, CEBPD, CHKA, CYP26B1, DCN, E2F1, E2F2, E2F3, EGF, EGR1, ERCC1, FANCA, 80
developmental process of connective tissue 2.75E-03 ACVR1, ADAMTS1, ADRB2, ATP7A, BCL2, BCL2L11, BMP4, CD9, CD44, CD81, CHST11, DLX2, E2F1, EGF, EGR1, EGR2, EN1, ENPP1, EXT2, FGF10, FGFR2, FOXC2, GGT1, GHR, GJA1, GPC3, GSN, HIP1, HIP1R, HOXA2, HOXA11, HOXD3, HOXD8, HOXD10, 79
transport of protein 1.47E-05 ADRB2, AP1G2, AP1GBP1, AP2M1, AP3B2, AP3S2, AP4B1, APPBP2, ARF2, ARF6, CASP9, CCHCR1, CDK5, CFL1, COL1A1, CTSA, DNAJA2, DRD1, EIF5A, ERGIC1, ERGIC3, GDI2, GOSR1, GOSR2, HLA-DMA, HSPA9, HTT, IGF2R, IPO9, KDELR2, KIF1B, 76
development of heart 6.19E-05 ACADM, ACVR1, ACVR2B, ADM, BCOR, BDNF, BMP4, CASP7, CASP8, CCND1, CHD7, COL3A1, COL5A1, CRK, CRKL, CXADR, DLC1, ECE1, ECE2, EDNRA, ENG, FBN1, FOXC2, GAA, GATA4, GJA1, GJC1, GNAQ, HAS2, HOPX, ID1, ID2, ID3, INSR, JMJD6, 76
adhesion of tumor cell lines 1.60E-05 ACP1, ADAM9, ADAM12, ADAM15, ADAM17, ANXA1, B4GALT1, BSG, CASP8, CCL13, CD9, CD44, CD47, CD59, CD81, CD82, CD151, CX3CL1, CXCL2, CXCL10, CXCL12, CYR61, CYTH1, CYTIP, DAB2, DCN, DKK3, E2F1, EFNB1, EGF, EGFR, EGR1, EMILIN1, 75
arrest in cell division process of tumor cell lines 1.51E-03 ATF2, BCL2, BHLHE40, BMP4, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2C, CEBPD, CHKA, CYR61, DCN, DDIT3, DLGAP5, DUSP1, E2F1, EGF, EGFR, EPB41L1, FOXO3, GADD45A, 75
gonadal tumor 1.94E-03 ADA, AGPAT2, BCL2, BCL10, BTRC, C13ORF15, C4A, CD274, COL18A1, CP, CTNNAL1, DAB2, DHTKD1, DNMT1, DTNA, DYNLRB1, E2F3, EGFR, EPHB6, F2R, FAM171A1, FGFR2, FGFR1OP (includes EG:11116), FLRT2, FOXN2, FZD3, GATA4, GATA6, GSTM1, GSTM5, HDAC11, HIST2H2AA3, HMGA2 75
modification of DNA 2.19E-03 ATF2, ATF7IP, BRCA2, CCNO, CDK2, CDKN1A, CDKN2D, COPS5, CREBBP, CSNK1E, DNMT1, DNMT3B, E2F1, EGF, ERCC1, ERCC2, ERCC4, FANCA, FANCC, FEN1, FTH1, GADD45A, GATAD2A, GTF2H4, GTF3A, HGF, HMGN1, HSPA1B, IGF2, IGF2R, MBD4, MCM4, MCM6, MGMT, MLH1, MNAT1, MPG, MR 75
cell cycle progression of cell lines 3.93E-03 AKAP9, APBB2, BCAR1, BCL2, BMP4, BTRC, CAMK2N1, CARD10, CASP2, CAST, CCND1, CCNE1, CCNG1, CCNG2, CD44, CDC25C, CDK2, CDK6, CDKN1A, CDKN1B, CDKN2C, CRK, CUL1, CUL7 (includes EG:9820), DMTF1, DUSP1, E2F1, E2F2, EGF, EGFR, EGR1, ESR1, EZH2, FANCA, FGFR1, FOX 75
cell death of kidney cell lines 7.49E-04 AAK1, BCL2, BCL10, BID, BNIP3L, BRCA2, CASP2, CASP7, CASP8, CASP9, CCBL1, CD44, DAP3, DDIT3, DLST, DUSP4, E2F6, ECOP, EGF, EGFR, EMP1, EMP2, EMP3, GNB2, HGF, HIPK2, HK1, HRAS, HSPA5, HTT, IER3, IRF1, IRS1, ITPR1, MAP2K6, MCL1, 74
formation of actin filaments 5.78E-06 AKAP1, ARF6, ARHGEF2, ARHGEF3, BCAR1, CALD1, CAPN1, CDC42EP2, CDKN1A, CFL1, COL18A1, CRK, CTGF, DAB2, EDNRA, EGF, EGFR, F2R, FMN1, GAP43, GAS7, GNAO1, GNAQ, GNB1, GNG12, GPI, GSN, HGF, INPP5B, ITGA3, ITGA5, ITGA6, LAT2, 73
cell movement of tumor cell lines 2.33E-03 ARRB2, BSG, C3, CAPN1, CASP8, CCL5, CCL7, CCL8, CCL13, CCL25, CD9, CD44, CD81, CD82, CD151, CDH13, CDKN1B, CREB3, CTSB, CX3CL1, CXCL12, DKK3, DLC1, EGF, EGFR, ESR1, FIGF, FLNA, GAS6, GNB1, GNB2, GPI, HGF, IGF2BP1, ING4, IRS1, 73
proliferation of epithelial cells 2.88E-03 ANGPTL6, B4GALT1, BTRC, CCND1, CCNG2, CD9, CDH13, CDK2, CDK6, CDKN1A, CDKN1B, COL8A1, CRYAB, E2F1, EDNRA, EGF, EGFR, EPHA2, ESR1, FGF10, FGFR1, FGFR2, FOXF1, FOXF2, FST, HGF, HMGN1, HRAS, ID1, ID2, IGFBP4, INSR, ITGA3, 72
apoptosis of connective tissue cells 1.69E-03 ADAM12, ADM, ARRB2, ATF2, ATF3, BCL2, BCL2L11, BID, CABLES2, CAPNS1, CASP2, CASP8, CASP9, CCL9, CCND1, CD44, CDKN1A, CDKN1B, CDKN2C, CLIC4, CREB1, CTSD, DCN, DDIT3, DHCR24, DUSP1, E2F1, EGF, EGFR, ESR1, FOXO1, GAB1, GABBR1, GLO1, HRAS, INSR, MAPK1, MBD4, 71
ovarian tumor 2.79E-03 AGPAT2, BCL2, BCL10, BTRC, C13ORF15, C4A, CD274, COL18A1, CP, CTNNAL1, DAB2, DHTKD1, DNMT1, DTNA, DYNLRB1, E2F3, EGFR, EPHB6, F2R, FAM171A1, FGFR1OP (includes EG:11116), FLRT2, FOXN2, FZD3, GATA4, GATA6, GSTM1, GSTM5, 71
colony formation of tumor cell lines 2.50E-05 ANKRD1, ANXA1, ANXA7, ATF3, BACH2 (includes EG:60468), BCL2, BCL2L11, CCL13, CCNG2, CD44, CD82, CDKN1A, CDKN1B, CNOT7, CTSD, CYR61, DLC1, DYNC1H1, E2F1, EGF, EGFR, EGLN2, EGR1, FBLN1, FOXO3, GADD45A, GJA1, HAS2, HGF, 70
developmental disorder of animal 3.03E-05 ARSA, CCND1, CHRD, CLCN7, CSNK1E, DLK1, DOK1, E2F1, EDNRA, EGF, EGFR, EGR3, ERCC2, ESR1, FGFR1, FMR1, FOSL2, GDNF, GGT1, GNAQ, HIP1, HIP1R, HIPK2, HOXA5, HRAS, HSPG2 (includes EG:3339), HTT, IGF2BP1, INSIG2, INSL3, INSR, ITGA7, 70
G1 phase of cell lines 1.63E-03 AKAP12, BCL2, BHLHE40, BTRC, CAMK1, CAMKK1, CCND1, CCNE1, CCNG1, CCNG2, CDC25A, CDC25C, CDK2, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2D, COPS5, CREG1, CYR61, DCN, DDIT3, DUSP1, E2F1, E2F3, EGF, EGFR, EP400, EPB41L1, GHR, GJA1, GPI, GPS2, 70
apoptosis of epithelial cell lines 1.35E-07 ATF3, BCL2, BCL10, BID, BNIP3L, CASP2, CASP8, CASP9, CD44, CEBPD, CLIC4, CRYAB, CUL7 (includes EG:9820), DAB2, DAP3, DDIT3, E2F6, ECOP, EGF, EGFR, ESR1, FOXO3, HIPK2, HRAS, HSPA5, HSPB8, HTT, IER3, INSR, IRF1, IRS1, ITGA5, 69
cell spreading 4.83E-05 ACP1, ANTXR1, ATRN, BCAR1, BCL10, CAST, CCL5, CD44, CD47, CORO1A, CRK, CRKL, CSPG4, CXCL12, CYR61, EFNB1, EGF, EPHA2, FBN1, FHL3, GAP43, HGF, HRAS, IGBP1, ING4, ITGA3, ITGA5, ITGA6, ITGB5, ITGB1BP1, LAMA5, LPAR1, LPP, 69
growth of fibroblast cell lines 9.03E-04 ACP1, AKAP12, ANP32A, AREG, BCAR1, BMP4, CAST, CBFB, CCND1, CDH13, CDK6, CDKN1A, CDKN1B, COL1A1, CRK, CUL1, CUL7 (includes EG:9820), DDX3X, DMTF1, E2F1, E2F2, E2F3, EEF1D, EGF, EGFR, ERRFI1, ETV6, F2R, GADD45GIP1, GAK, 69
shape change of cell lines 2.53E-04 ACP1, ANGPTL2, ANTXR1, ANXA5, ARHGDIG, BCAR1, BCL2, BCL10, CAST, CCNE1, CD151, CDKN1B, CRK, CYR61, DICER1, DPYSL2, EDNRA, EFNA5, EFNB1, EGF, EGFR, EPHA2, FGD4, FHL3, GAP43, GNAQ, GNG12, ING4, INSR, ITGA5, ITGA6, LPAR1, 68
cell death of fibroblasts 1.50E-03 ARRB2, ATF2, ATF3, BCL2, BCL2L11, BID, CABLES2, CAPNS1, CASP2, CASP7, CASP8, CASP9, CCND1, CDKN1A, CDKN1B, CDKN2C, CLIC4, CTSD, CYP1B1, DDIT3, DHCR24, DUSP1, E2F1, EGF, EGFR, FLNA, FOXO1, GAB1, GPX4, HMOX1, HRAS, IGF2, IGF2R, 68
shape change of normal cells 1.46E-05 ANGPT2, ARRB2, ATRN, BCL2, BDNF, CAPG, CAST, CCL5, CCL7, CCL8, CCL13, CD9, CD44, CD47, CDK5, CDK5R1, COL18A1, CORO1A, CRK, CRKL, CX3CL1, CXCL12, CYR61, DCN, EFNB1, EGF, EPHB4, F2R, FBN1, FGFR1, GAP43, GDNF, GSN, HGF, 67
developmental process of muscle cells 8.97E-04 ACADM, ACVR1, AKR1B1, BIN1, BMP4, CBY1, CD9, CD81, CDKN1A, CDON, CEBPD, CXADR, DNAJB6, DUSP1, E2F1, EGFR, EPC1, EPHB4, EZH2, FGF10, FGFR1, FOSL2, FOXO1, GATA4, GNAQ, HGF, HMOX1, HOPX, ID2, ID3, IGF2, ITGA6, ITGA7, KLF4, 66
inhibition of apoptosis 8.97E-04 ADAM17, ADM, ALOX12, ANXA1, ANXA5, BCL2, BDNF, BFAR, BNIP1, BNIP2, CD59, CDKN1A, CDKN2D, CFL1, CIAPIN1, CRYAB, DHCR24, DNAJB9, DUSP1, FOXC2, FOXO1, GDNF, GLO1, GNAQ, GPX1, GSTP1, HBXIP, HGF, HMOX1, HSPA5, HSPA9, 66
cell death of embryonic cell lines 3.88E-05 AAK1, BCL2, BCL10, BID, BNIP3L, CASP2, CASP7, CASP8, CASP9, CD44, COPS5, DAP3, DLST, DPPA4, E2F1, E2F6, ECOP, EGF, EMP1, EMP2, EMP3, HIPK2, HK1, HRAS, HSPA5, HTT, IER3, IRF1, IRS1, MAP2K6, MCL1, PAK2, PEA15, PKN2, PMP22, PPARD, 65
developmental disorder of rodents 1.00E-04 ARSA, CCND1, CHRD, CLCN7, DLK1, DOK1, E2F1, EDNRA, EGF, EGFR, EGR3, ERCC2, FGFR1, FMR1, FOSL2, GDNF, GGT1, GNAQ, HIP1, HIP1R, HIPK2, HOXA5, HRAS, HSPG2 (includes EG:3339), HTT, IGF2BP1, INSIG2, INSL3, ITGA7, ITGA11, LIF, MAP2K6, 65
arrest in cell stage of tumor cell lines 3.35E-04 ATF2, BCL2, BHLHE40, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CEBPD, CHKA, CYR61, DCN, DDIT3, DLGAP5, DUSP1, EGF, EGFR, EPB41L1, FOXO3, GADD45A, GOLGA2, GPS2, GSPT1 65
migration of endothelial cells 1.52E-05 ACP1, ADAM15, ADM, ANGPT2, ANGPTL4, ARHGAP24, ARRB2, CD9, CD81, CD151, CDH5, CDH13, COL18A1, COL4A2, CXCL12, CYR61, DCN, EFNB2, EGFL7, ENG, EPHB4, FGF13, FGFR1, FIGF, FOXC2, GAB1, GIPC1, HGF, ID1, IGF2, IGF2R, ITGA3, 64
arrest in growth of cells 2.31E-05 AKAP12, AKT3, ALCAM, BCL2L11, BMP4, CBX7, CCND1, CCNE1, CDC7, CDH13, CDK2, CDK6, CDKN1A, CDKN1B, CDKN2C, CDKN2D, DAB2, DDIT3, DMTF1, E2F1, EGF, EGR1, ELAC2, ENG, EZH2, FOXO3, GADD45A, GADD45GIP1, HIPK2, HMOX1, HRAS, ID3, IL6ST, IRF1, ITGB4, KLF4, KRT10, L 64
cell death of muscle cells 7.60E-04 ADAM12, ADM, ADRB2, BCL2, BCL2L11, BMP4, BNIP3L, C14ORF153, CACNB2, CAMK2D, CAPN1, CASP8, CASP9, CDC42EP3, CDKN1A, CDKN1B, COQ6, CXCL12, DAG1, E2F1, EEF1D, GATA4, GATA6, GNAQ, GNPTG, GPX1, HGF, HK1, HLA-B, HLADMA, HSPB6, HSPB8, ID2, IL6ST, IRF1, LIF, MAP 63
replication of DNA 4.54E-03 AKAP8L, AREG, BCL2, BRCA2, BTC, C4ORF16, CCNE1, CDC7, CDC25A, CDK2, CDKN1A, CDKN1B, DNAJC2, DUT (includes EG:1854), E2F1, E2F2, EGF, ERCC1, FEN1, GTPBP4, HBEGF, HELB, HMGA2, HMGN1, HRAS, ID1, ID3, INSR, KIAA0101, KRT7, 63
growth of rodents 5.78E-03 ADAMTS1, ADH5 (includes EG:128), AQP1, BDNF, CDKN1B, COL4A2, DLK1, DRD1, E2F1, E2F3, EGF, EGFR, EIF2AK3, EXT2, EZH2, FGFR2, FOSL2, GHR, GNB5, GPC3, GRB10, HIP1, HIP1R, HMOX1, HOXA5, HSPA5, IGF2, IGF2BP1, IGF2R, IRS1, ITPR3, LIF, 63
developmental process of embryonic cells 1.32E-04 ACVR1, ADA, ATP1B1, BAIAP2, BCL2L11, BDNF, BMP4, CDC7, CDKN1B, DAB2, DNMT1, EDNRA, EGF, EIF4G2, ENG, EPHB4, ERF, EZH2, FGFR1, FGFR2, FOXC2, GAS7, GATA4, GATA6, HBEGF, HGF, HHEX, HMGN1, HOPX, HTT, ID1, ID3, IGF2, IL6ST, 62
arrest in interphase of tumor cell lines 1.58E-04 ATF2, BCL2, BHLHE40, BTRC, CAMK1, CAMK2N1, CAMKK1, CCND1, CCNE1, CCNG1, CDC7, CDC25A, CDC25C, CDH13, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CEBPD, CHKA, CYR61, DCN, DDIT3, DUSP1, EGF, EGFR, EPB41L1, FOXO3, GADD45A, GPS2, GSPT1, HAS2, HGF, HRA 62
apoptosis of kidney cell lines 2.25E-04 BCL2, BCL10, BID, BNIP3L, CASP2, CASP8, CASP9, CD44, DAP3, DDIT3, DUSP4, E2F6, ECOP, EGF, EGFR, GNB2, HGF, HIPK2, HRAS, HSPA5, HTT, IER3, IRF1, IRS1, ITPR1, MAP2K6, MCL1, PAK1, PAK2, PEA15, PKN2, PPARD, PPP1R15A (includes EG:23645), 62
developmental disorder of mice 3.18E-04 ARSA, CCND1, CHRD, CLCN7, DLK1, DOK1, E2F1, EGF, EGFR, EGR3, ERCC2, FGFR1, FMR1, FOSL2, GGT1, GNAQ, HIP1, HIP1R, HIPK2, HOXA5, HRAS, HSPG2 (includes EG:3339), HTT, IGF2BP1, INSIG2, INSL3, ITGA7, ITGA11, LIF, MAP2K6, MAP3K4, 62
growth of mice 5.62E-03 ADAMTS1, ADH5 (includes EG:128), AQP1, BDNF, CDKN1B, COL4A2, DLK1, DRD1, E2F1, E2F3, EGF, EGFR, EIF2AK3, EXT2, EZH2, FGFR2, FOSL2, GHR, GNB5, GPC3, GRB10, HIP1, HIP1R, HOXA5, HSPA5, IGF2, IGF2BP1, IGF2R, IRS1, ITPR3, LIF, LMNA, 62
disease of tumor 3.02E-06 ADAM17, ANP32A, ARRB2, ATF2, ATF3, ATP2A2, BCL2, BRCA2, BTRC, CCND1, CD44, CDKN1A, CDKN1B, CDKN2C, CRYAB, CTSB, CYP1B1, DCN, E2F1, E2F2, EGFR, EGR1, EPHA2, ESR1, FOXP3, HGF, HIP1, HMGA2, HRAS, ID2, IFNGR1, IGF2, ITGB5, MAP2K6, 61
cell spreading of eukaryotic cells 3.67E-05 ACP1, ANTXR1, ATRN, BCAR1, BCL10, CAST, CD44, CD47, CORO1A, CRK, CRKL, CSPG4, CXCL12, CYR61, EFNB1, EGF, EPHA2, FBN1, FHL3, GAP43, HGF, HRAS, IGBP1, ING4, ITGA3, ITGA5, ITGA6, ITGB5, ITGB1BP1, LAMA5, LPAR1, LPP, MPRIP, 61
endocrine gland tumor 4.83E-03 ADAMTS1, ANGPT2, ATP1A1, BCL2, CCND1, CD59, CDC2L6, CDK2, CDK5, CDK6, CDK8, CDK10, CDKN1A, CDKN1B, CDKN2C, COPS5, CTSD, CYR61, E2F3, EFNB2, EGFR, ENG, EPHB4, FGFR1, HBEGF, HDAC11, HLA-G, IFITM1, IL15, ITGA3, ITGA5, 61
S phase of eukaryotic cells 1.01E-03 ARAF, BCL2, BCL2L11, BHLHE40, BID, C13ORF15, CAMK2N1, CCND1, CCNE1, CCNG1, CCNG2, CDC7, CDC25A, CDC25C, CDK2, CDK6, CDKN1A, CDKN1B, COPS5, CXCL12, DDX3X, DMTF1, E2F1, E2F2, E2F3, E2F6, EGF, EGFR, FOXO3, GAB1, GADD45A, 60
cell division process of fibroblast cell lines 2.00E-03 ADM, AKAP12, ARAF, AREG, AXIN2, BID, BMP4, CAST, CCND1, CCNE1, CDC25A, CDK2, CDKN1A, CDKN1B, CDKN2D, COPS5, CRK, DDX3X, DMTF1, E2F1, E2F2, E2F3, E2F6, EGF, EGFR, EP400, GADD45A, GATA6, GPI, HRAS, ID1, ID2, ID3, IGF2, INSR, 59
tumorigenesis of tumor 4.77E-06 ADAM17, ANP32A, ARRB2, ATF2, ATF3, ATP2A2, BCL2, BRCA2, BTRC, CCND1, CD44, CDKN1A, CDKN1B, CDKN2C, CTSB, CYP1B1, DCN, E2F1, E2F2, EGFR, EGR1, EPHA2, FOXP3, HGF, HIP1, HMGA2, HRAS, IFNGR1, IGF2, ITGB5, MAP2K6, MMP2, MMP3, 58
development of tumor 7.15E-05 ADAM17, ANGPTL4, BCL2, CCND1, CDH5, CDKN1B, CDKN2C, COL18A1, CTSB, E2F1, E2F3, EGFR, EGR1, EPHA2, ESR1, FGFR2, GDNF, HGF, HRAS, ID1, IER3, IL18, INSR, IRF1, ITGB5, LATS1, LCK, MGAT3, MGMT, MLH1, MMP2, MMP3, MMP14, MYD88, 58
growth of tumor 1.89E-04 ANGPTL4, ARRB2, B4GALNT1, BCL2, CD44, CD59, CD274, CDKN1A, CDKN1B, CNR1, COL18A1, CRABP2, CREB1, CREBBP, CTSB, DNMT1, DNMT3B, EGFR, EPHA2, F2R, FGFR1, FGFR2, GADD45A, GJA1, HGF, HRAS, HSPA4, IGF2, IL18, IRF1, ITGA5, ITGB5, 58
proliferation of muscle cells 2.53E-03 ABCC4, ADM, AGTRAP, AKR1B1, BMP4, CDH13, CDKN1A, CDKN1B, CEBPD, COMT, CTNNBIP1, CXADR, E2F3, EGF, EGFR, ESR1, FGFR2, GATA4, GATA6, GNAQ, GPX1, HBEGF, HGF, HMGA2, ID2, IL15, ITGA5, ITGA6, KLF4, LIF, LRP1, MMP14, MNAT1, 58
cell viability of cell lines 5.43E-03 ANTXR1, ANTXR2, BCL2, BNIP2, CDKN1A, CLNS1A, DAB2, DDIT3, DPP3, E2F1, EGF, ESR1, FTH1, GPC1, GPX1, GSTP1, HGF, HIP1, HMOX1, HRAS, HSPA5, IFNZ, IGFBP7, LCK, LMNA, MCL1, MT1E, MT1F, NFKBIA, P4HB, PLAU, PLAUR, PRNP, PTEN, PTPN6, 57
survival of cervical cancer cell lines 1.71E-03 ACVR2B, ADK, AK5, AKAP8L, AURKAIP1, BCL2, BRCA2, CAMK2D, CAMK2N1, CCRK, CDK6, CDK8, CHKA, DGKA, DUSP5, DUSP14, DUSP22, DYRK3, EIF2AK4, INPP5B, KHK, LCK, MAP3K4, MINPP1, MPG, MTMR7, NEK3, PFKFB2, PFKM, PLK2, PPAP2A, PPM1B, 56
formation of actin stress fibers 2.05E-04 AKAP1, ARHGEF2, ARHGEF3, BCAR1, CALD1, CAPN1, CDKN1A, COL18A1, CRK, CTGF, DAB2, EDNRA, EGF, EGFR, F2R, GNAO1, GNAQ, GNB1, GNG12, GPI, HGF, ITGA3, ITGA5, ITGA6, LIMK1, LPAR1, LPAR4, MAPK11, MPRIP, NET1, NF1, PALLD, 55
apoptosis of muscle cells 6.10E-04 ADM, ADRB2, BCL2, BCL2L11, BMP4, BNIP3L, CAMK2D, CAPN1, CASP8, CASP9, CDC42EP3, CDKN1A, COQ6, CXCL12, DAG1, E2F1, EEF1D, GATA4, GATA6, GNAQ, GNPTG, GPX1, HGF, HLA-B, HLA-DMA, HSPB6, ID2, IL6ST, IRF1, LIF, MAP2K6, MCL1, 55
apoptosis of embryonic cell lines 6.22E-06 BCL2, BCL10, BID, BNIP3L, CASP2, CASP8, CASP9, CD44, COPS5, DAP3, E2F1, E2F6, ECOP, EGF, HIPK2, HRAS, HSPA5, HTT, IER3, IRF1, IRS1, MAP2K6, MCL1, PAK2, PEA15, PKN2, PPARD, PPP1R15A (includes EG:23645), PPP3R1, PRMT2, PTGIS, 54
interphase of normal cells 1.24E-04 ATF2, ATF3, BCL2, BCL2L11, C13ORF15, CCND1, CCNE1, CCNG2, CD44, CDC7, CDC25C, CDK2, CDKN1A, CDKN1B, CEBPD, CHKA, DCN, E2F1, E2F2, E2F3, EGF, ERCC1, FANCC, GAB1, GADD45A, GATA6, GPC1, GRB10, HMGN1, ID2, ID3, IGFBP7, 54
apoptosis of fibroblasts 3.69E-03 ARRB2, ATF2, ATF3, BCL2, BCL2L11, BID, CABLES2, CAPNS1, CASP2, CASP8, CASP9, CCND1, CDKN1A, CDKN1B, CDKN2C, CLIC4, CTSD, DDIT3, DHCR24, DUSP1, E2F1, EGF, EGFR, FOXO1, GAB1, HRAS, INSR, MBD4, MCL1, MT1E, MT1F, NEK1, NOTCH1, NUPR1, OPA1, PITPNA, POLB, PRMT2 54
metastasis 4.86E-03 ACTB, ADAM17, AKAP12, ARHGDIG, ARRB2, ATF2, ATF3, CD44, CD151, CD274, COL18A1, CXCL2, CYP1B1, EGF, EGFR, ENPP2, EPHA2, F2R, FIGF, FUS, HGF, HMGCR, HTATIP2, IFNAR2, IGF2BP1, ITGB4, LAMA5, LCK, LETMD1, MAPK1, MMP2, 54
arrest in growth of eukaryotic cells 3.59E-04 AKAP12, AKT3, BMP4, CBX7, CCND1, CCNE1, CDC7, CDK2, CDK6, CDKN1A, CDKN1B, CDKN2D, DAB2, DMTF1, E2F1, EGF, EGR1, ELAC2, ENG, EZH2, FOXO3, GADD45GIP1, HMOX1, HRAS, ID3, IL6ST, IRF1, ITGB4, KLF4, KRT10, LIF, LMNA, MAP2K6, MAPK1, 53
G1 phase of tumor cell lines 6.17E-04 BCL2, BHLHE40, BTRC, CAMK1, CAMKK1, CCND1, CCNE1, CCNG1, CCNG2, CDC25A, CDC25C, CDK2, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, COPS5, CREG1, CYR61, DCN, DDIT3, DUSP1, EGF, EGFR, EPB41L1, GJA1, GPS2, GSPT1, 53
development of connective tissue 6.09E-03 ACVR1, ADAMTS1, ADRB2, ATP7A, BCL2, BMP4, CD9, CD81, CHST11, DLX2, E2F1, EGR2, EN1, ENPP1, FGF10, FGFR2, FOXC2, GJA1, GPC3, HIP1, HIP1R, HOXA2, HOXA11, HOXD3, HOXD8, HOXD10, HOXD13, MAPK3, MMP2, MMP13, MMP14, MSX1, NDST1, PDGFC, PDGFRA, PRRX1, PRRX2, PTGE 53
tumorigenesis of cell lines 3.93E-04 ADAM17, ARMC10, ATF2, ATF3, BCL2, CAST, CCND1, CD44, CD82, CD151, CD274, CDKN1A, COL18A1, CSNK1E, CTSB, CXADR, CXCL2, CYR61, DLC1, EGFR, EGR1, ENPP2, ERF, F2R, GPI, HAS2, HGF, HRAS, HTATIP2, IL18, IRF1, LAMA5, LPP, MAD1L1, 52
quantity of cell lines 1.34E-03 BCL2, BHLHE40, CBFB, CCND1, CCNE1, CD63, CDC25A, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, COL18A1, CUL4A, E2F1, EDNRA, EGF, EGFR, ERRFI1, ESR1, FGF13, HMOX1, HRAS, IFNZ, IGFBP6, IGFBP7, IL11, INPPL1, JUNB, KLF4, LIF, 52
arrest in G1 phase of cell lines 4.26E-03 AKAP12, BCL2, BHLHE40, BTRC, CAMK1, CAMKK1, CCND1, CCNE1, CCNG1, CDC25A, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CDKN2D, COPS5, CYR61, DCN, DDIT3, DUSP1, E2F1, EGF, EGFR, EP400, EPB41L1, GHR, GPS2, GSPT1, HRAS, ID3, ITGA5, JAK3, KLF4, LMNA, MA 51
neurological process of neurites 8.16E-04 ALCAM, ANK3, APBB2, ARTN, BACE1, BDNF, CDK5, CDK5R1, CXCL12, DPYSL2, EFNA5, EFNB1, EGR2, ENAH, ETV1, FEZ1, FOXD1, GALNS, GAP43, GDNF, GRIA1, HGF, HOXA1, HOXA2, HRAS, KLF7, LAMC1, MAPK1, MAPK3, MAPK8IP3, NCAM1, 50
differentiation of embryonic cells 6.33E-05 ACVR1, ADA, BAIAP2, BCL2L11, BDNF, BMP4, CDKN1B, DAB2, DNMT1, EGF, EIF4G2, EPHB4, ERF, EZH2, FGFR1, FGFR2, GAS7, GATA4, GATA6, HBEGF, HGF, HHEX, HMGN1, HOPX, HTT, ID3, IGF2, IL6ST, JUNB, LIF, MAPK1, MAPK8IP3, METRN, MMP2, 49
neurological process of axons 1.27E-03 ALCAM, ANK3, APBB2, ARTN, BACE1, BDNF, CDK5, CDK5R1, CXCL12, DPYSL2, EFNA5, EFNB1, EGR2, ENAH, ETV1, FEZ1, FOXD1, GALNS, GAP43, GDNF, GRIA1, HGF, HOXA1, HOXA2, HRAS, KLF7, LAMC1, MAPK1, MAPK3, MAPK8IP3, NCAM1, 49
pancreatic tumor 2.86E-03 AKAP1, CD59, CDC2L6, CDK2, CDK5, CDK6, CDK8, CDK10, CDKN1A, COPS5, CREBBP, CTSB, CTSD, CYR61, EGFR, GATA4, GATA6, HBEGF, HLA-G, HOXA5, IFITM1, IL15, ITGA3, ITGAE, ITGB4, KLF4, KRT7, KRT10, MAPK13, MLL3, MSLN, PALLD, 49
proliferation of breast cancer cell lines 3.86E-03 AIM2, BCAR1, BRCA2, BTC, CCND1, CCNE1, CDKN1A, CHKA, CYR61, DCN, E2F1, EGF, EGFR, EPHA2, ESR1, ETS2, FOXO1, GPER, GPX1, HAS2, HOXA1, HSPB8, ID1, ID2, IER3, IGF2, ITGA5, LATS1, MAGED1, MAPK6, MAPK11, MAPK12, MED1, MMP14, 49
ossification 8.21E-04 ACVR1, ACVR2B, ADRB2, ANKH, ATF2, AXIN2, BCL2, BMP4, CBFB, CD276, COL1A1, CTGF, E2F1, EGFR, EGR2, EIF2AK3, EN1, ENPP1, ERCC2, ESR1, EXT2, FETUB, FGFR2, FOSL2, FOXC2, GJA1, GLA, HSPG2 (includes EG:3339), MEF2C, MMP13, 48
cell death of prostate cancercell lines 4.92E-03 ALOX12, BCL2, BCL2L11, CASP7, CASP8, CASP9, CDK5, CDK5R1, COX5A, CREB1, DDIT3, DKK3, E2F1, EGF, EGFR, EGR1, ETS2, FOXO1, FOXO3, FST, GADD45A, GLIPR1, HBEGF, HGF, HOXC6, HSPB8, ID1, IGFBP4, IGFBP7, ITGB5, NFKB2, PLAU, 48
organization of filaments 3.43E-04 ADAMTS2, AGFG1 (includes EG:3267), AKAP2, ARHGEF2, ATP7A, BCAR1, BCL2, CDK2AP2, CDKN1B, CFL1, COL1A1, COL3A1, COL5A1, COL5A2, CORO1A, DNAJB6, ENAH, EPB41, EVL, FES, FLNA, FNBP1, FOXC2, GHR, GOLGA2, HAS2, ITGB4, LOX, 47
morphogenesis of tissue 2.52E-03 ACVR2B, AREG, CHST11, CX3CL1, DAG1, DLX2, EGFR, FGF10, FGFR2, FOXC2, FTO, GAA, GAB1, GATA4, GDNF, GREM1, GRSF1, HOXA2, HOXB4, HOXD13, IL11, INSR, IPP, IRX3, IRX5, LAMA5, LIF, LY6E, MEOX2, NDST1, NOTCH1, PTPN11, ROR2, RXRA, 47
cardiovascular process of organism 2.46E-04 ADORA2B, ANGPT2, ANGPTL2, BTC, CCND1, CD14, CDH5, COL18A1, CX3CL1, CXCL12, CYR61, EFNB1, EFNB2, ELK3, EPHB4, ESR1, FIGF, HGF, HRAS, IGF2R, IL15, IL18, KLF5, LAMC1, MED1, MMP2, MMP14, NR2F2, NRP1, NRP2, PGF, PRL2C2, PTEN, 46
S phase of cell lines 5.58E-04 ARAF, BCL2, BHLHE40, BID, CAMK2N1, CCND1, CCNE1, CCNG1, CCNG2, CDC7, CDC25A, CDC25C, CDK6, CDKN1A, CDKN1B, COPS5, CXCL12, DDX3X, DMTF1, E2F1, E2F2, E2F3, E2F6, EGF, EGFR, FOXO3, GADD45A, GATA6, HGF, HMOX1, ID1, IRS1, MCM10, MPG, MTCH2, MXD4, MXI1, MYBL2, 46
neuroepithelial tumor 4.43E-03 AKAP12, AKT3, CDC2L6, CDK2, CDK5, CDK6, CDK8, CDK10, CDKN1B, CDKN2C, CLK2, CLK4, E2F1, EDNRA, EGFR, ENC1, EPHA3, ESR1, FNTB, GRIA1, GRIA3, HBEGF, HIPK2, HRAS, HSPA5, ID2, IGF2, ITGB5, LPAR1, MGMT, MLH1, MLL3, MMP14, NES, 46
cell division process of connective tissue cells 1.72E-04 ATF2, ATF3, BCL2, BRCA2, CCND1, CCNE1, CCNF, CDC7, CDC25C, CDK2, CDKN1A, CDKN1B, E2F1, E2F2, E2F3, EGF, FANCA, FANCC, FIGF, GAB1, GADD45A, GRB10, HBEGF, HMGN1, HRAS, ID2, ID3, IGF2, IGFBP7, IL11, INSR, IRS1, JUNB, MAP2K6, 45
arrest in growth of cell lines 4.08E-04 AKAP12, AKT3, BMP4, CBX7, CCND1, CCNE1, CDK2, CDK6, CDKN1A, CDKN1B, DAB2, DMTF1, E2F1, EGF, ELAC2, ENG, EZH2, GADD45GIP1, HMOX1, HRAS, IL6ST, IRF1, ITGB4, KLF4, KRT10, LIF, LMNA, MAP2K6, MAPK1, MAPK3, NOTCH1, PTEN, RASSF5, 45
formation of cellular protrusions 7.22E-05 ARF6, ARHGAP24, BAIAP2, BDNF, CAPNS1, CAST, CD44, CD82, CDKN1B, CRK, CRKL, CTGF, CYR61, DAG1, EGF, FGD4, GAB1, GDNF, HGF, HRAS, HSP90AA1, IQGAP1, ITGA3, ITGA6, ITGB4, LASP1, LPAR1, MPRIP, NISCH, NRP1, PFN1, PKP1, PLAU, 44
neuroendocrine tumor 2.41E-03 BCL2, CCND1, CD59, CDC2L6, CDK2, CDK5, CDK6, CDK8, CDK10, CDKN1A, CDKN2C, COPS5, CTSD, CYR61, E2F3, EGFR, HBEGF, HLA-G, IFITM1, IL15, ITGA3, ITGAE, ITGB4, KRT7, KRT10, MLL3, MSLN, NCAM1, PALLD, PDGFRA, PLAT, PLAU, POLE3, 44
apoptosis of prostate cancer cell lines 6.23E-03 ALOX12, BCL2, BCL2L11, CASP7, CASP8, CASP9, CDK5, CDK5R1, COX5A, CREB1, DKK3, E2F1, EGF, EGFR, EGR1, ETS2, FOXO1, FOXO3, FST, GADD45A, GLIPR1, HBEGF, HGF, HOXC6, HSPB8, ID1, IGFBP4, IGFBP7, ITGB5, PLAU, PLAUR, PTEN, 44
cell division process of fibroblasts 1.54E-05 ATF2, ATF3, BCL2, BRCA2, CCND1, CCNE1, CCNF, CDC7, CDC25C, CDK2, CDKN1A, CDKN1B, E2F1, E2F2, E2F3, EGF, FANCA, FANCC, FIGF, GAB1, GADD45A, GRB10, HBEGF, HMGN1, HRAS, ID2, ID3, IGF2, IL11, INSR, IRS1, JUNB, MAP2K6, MBD4, 43
arrest in cell division process of normal cells 1.57E-03 ATF2, CCND1, CD44, CDC25C, CDK2, CDKN1A, CDKN1B, CHKA, COL1A1, CREB1, CYP26B1, DCN, E2F1, E2F2, E2F3, ERCC1, FANCA, FANCC, FOXO3, GADD45A, GPC1, HRAS, ID2, IGFBP7, JAK3, LY6C1, MAP2K6, MBD4, MLH1, MNAT1, MYBL2, NFKBIA, 43
tumorigenesis of organ 2.23E-03 AKAP12, AREG, BCL2, BRCA2, CCNE1, CDK2, CDKN1A, CDKN1B, CDKN2C, CUL1, CYP1B1, DNMT1, E2F1, EPHA2, ESR1, GADD45A, GSTP1, HBEGF, HGF, HRAS, KLF9, KRT10, LCK, MMP3, NDRG1, NOTCH1, PPARD, PTEN, PTTG1, RBL1, SIGIRR, SKP2, SPP1, TCIRG1, TGFBR2, TIMP1, TSC2, TXN 43
guidance of axons 1.18E-03 ALCAM, ANK3, APBB2, ARTN, BDNF, CDK5, CDK5R1, CXCL12, DPYSL2, EFNA5, EFNB1, EGR2, ENAH, ETV1, FEZ1, FOXD1, GALNS, GAP43, HGF, HOXA1, HOXA2, HRAS, KLF7, MAPK1, MAPK3, MAPK8IP3, NRP1, NRP2, PDIA3, PLXNA2, PTPRF, 42
catabolism of protein 2.92E-03 ACY1, AMFR, ANAPC2, ANAPC4, ARIH2, BTRC, CAST, CDC23 (includes EG:8697), DHCR24, EGLN2, FBXO2, FBXO6, FLNA, GJA1, ITCH, KIAA0368, PJA1, PSENEN, PSMB3, PSMC2, RELA, RNF6, RNF40, SELS, SGSM3, SIAH1, SIAH2, SKP2, SQSTM1, 42
angiogenesis of organism 5.70E-07 ANGPT2, ANGPTL2, BTC, CCND1, CDH5, COL18A1, CX3CL1, CXCL12, CYR61, EFNB2, ELK3, EPHB4, FIGF, HGF, HRAS, IGF2R, IL15, IL18, KLF5, LAMC1, MED1, MMP2, MMP14, NR2F2, NRP1, NRP2, PGF, PRL2C2, PTEN, PTGS2, RELA, SERPINF1, SMOC2, 41
branching morphogenesis 3.45E-06 AREG, B4GALT1, BCL2, BMP4, CD44, CRK, CX3CL1, DICER1, DLX2, EFNA5, EFNB2, EGF, EPHB4, ESR1, EYA1, FGF10, FGFR1, GAB1, GDNF, GPC3, GREM1, GZF1, HGF, HOXA11, HOXD13, IL11, ITGA5, ITGA6, LAMA5, MFGE8, MMP14, NOTCH1, NOTCH4, 41
attachment of cells 1.25E-05 ACP1, ADAM15, BCAR1, BTC, CD44, CDH13, CXCL12, DAB2, DCN, EFNB1, EGF, EGFR, EGR1, ENG, F11R, HRAS, HSPG2 (includes EG:3339), IGF2, ITGA3, ITGA5, ITGA6, ITGB5, LOX, LRP1, LRPAP1, MMP2, PLAU, PLAUR, PLD1, PTEN, PTGER2, PTK2B, 41
morphogenesis of animal 1.30E-03 BMP4, CDON, CHD7, CHST11, CRABP2, CYP26B1, DICER1, ECE1, EN1, FGF10, FGFR1, FMN1, GATA4, GATAD2A, GDF5, GNAQ, GREM1, HOXA9, HOXA11, HOXD10, HOXD13, KIAA1715, LMBR1, LRP4, LRP5, MED1, MSX1, NOTCH1, PBX2, PRRX1, PRRX2, PTCH1, PTHLH, RARG, SLC31A1, SMAD2, SM 41
serous ovarian carcinoma 2.70E-03 AGPAT2, BCL10, C13ORF15, C4A, CP, CTNNAL1, DAB2, DHTKD1, DTNA, E2F3, EPHB6, F2R, FAM171A1, FGFR1OP (includes EG:11116), FLRT2, FOXN2, FZD3, GATA6, GSTM5, HIST2H2AA3, IGFBP4, LRIG1, MFAP5, NOTCH4, PAPSS2, PDGFRA, PPAP2A, RECK, RNF144B, RRAS, SEMA3C, SLIT2, 41
organization of cytoskeleton 6.15E-03 ATP2C1, BCAR1, CCL13, CD44, CD47, CD82, CFL1, CRKL, CXCL12, DLC1, EFNA5, EFNB1, ENG, EPHA2, F2RL1, FLNA, GAS6, GDNF, HGF, LCK, MARCKS (includes EG:4082), MSN, MYH9, NF1, PAK1, PLAU, PLAUR, PLS3, PLXNB2, PTK2B, PTPN1, 41
disease of primary tumor 7.76E-04 ARRB2, ATF2, BRCA2, BTRC, CCND1, CD44, CDKN1A, CDKN1B, CDKN2C, CTSB, CYP1B1, DCN, E2F1, E2F2, EGFR, EGR1, FOXP3, HGF, HIP1, HMGA2, HRAS, ITGB5, MMP3, MMP14, NF1, PRDM2, PTEN, PTGS2, PTPN1, RRM2, SOCS1, SOCS3, STAT3, 40
morphology of tissue 1.72E-03 BDNF, CCND1, CDKN1B, COL18A1, EBF1, FMR1, FOXC2, FOXO1, GJA1, GSN, HGF, HTT, ID2, IL6ST, INSR, KIF3A, KRT10, LDLR, LFNG, LIF, LTBP4, MMP2, NCAM1, OTX1, PDGFRA, PLEC1, PLOD3, PRRX1, PRRX2, PTEN, RARG, RXRA, SERPINH1, SLC31A1, 40
development of limb 4.93E-03 CHD7, CHST11, CRABP2, CYP26B1, DICER1, E2F1, ECE1, EN1, FGF10, FGFR1, FMN1, GDF5, GJA1, GNAQ, GREM1, HGF, HOXA9, HOXA11, HOXD10, HOXD13, KIAA1715, LMBR1, LRP4, LRP5, MED1, MSX1, NOTCH1, PBX2, PGF, PRRX1, PRRX2, PTCH1, 40
neuroendocrine carcinoma 1.69E-04 BCL2, CD59, CDC2L6, CDK2, CDK5, CDK6, CDK8, CDK10, CDKN1A, CDKN2C, COPS5, CTSD, CYR61, EGFR, HBEGF, HLA-G, IFITM1, IL15, ITGA3, ITGAE, ITGB4, KRT7, KRT10, MLL3, MSLN, NCAM1, PALLD, PDGFRA, PLAT, PLAU, POLE3, PSMB5, PTEN, PTGES, RELA, RRM2, SPP1, TIMP1, TY 39
formation of filopodia 3.50E-04 AKAP12, ARHGAP24, BAIAP2, CAPNS1, CCL13, CD47, CTGF, CYR61, DAG1, ENAH, FGD3, FGD4, GAP43, HGF, HRAS, ITGA3, ITGA6, ITGB4, LAMA5, MARCKS (includes EG:4082), MTSS1, MYD88, MYO10, NEO1, NF1, PAK1, PKP1, PPP1R9A, PTK2B, PVR, 39
migration of endothelial cell lines 4.40E-04 ALCAM, ALOX12, BTC, CBFB, CD151, CDH5, CDKN1B, COL18A1, CTSB, CX3CL1, CXCL12, CYR61, DICER1, EGF, EGFR, FGF13, FIGF, FOXO1, FOXO3, HGF, HHEX, HOXA9, ID1, ID3, IL18, MEOX2, NCL, NRP1, PLAU, PTEN, PTGS2, PTK2B, PTN, SDC2, 39
tumorigenesis of primary tumor 1.28E-03 ARRB2, ATF2, BRCA2, BTRC, CCND1, CD44, CDKN1A, CDKN1B, CDKN2C, CTSB, CYP1B1, DCN, E2F1, E2F2, EGFR, EGR1, FOXP3, HGF, HIP1, HMGA2, HRAS, ITGB5, MMP3, MMP14, NF1, PRDM2, PTEN, PTGS2, PTPN1, RRM2, SOCS1, SOCS3, STAT3, STX2, TGFBR2, THBS1, THBS2, WNT10B, XRC 39
morphogenesis of embryo 2.27E-03 BMP4, CDON, CHD7, CHST11, CRABP2, CYP26B1, DICER1, ECE1, EN1, FGF10, FGFR1, FMN1, GATA4, GATAD2A, GDF5, GNAQ, GREM1, HOXA9, HOXA11, HOXD10, HOXD13, KIAA1715, LMBR1, LRP4, LRP5, MED1, MSX1, NOTCH1, PBX2, PRRX1, PRRX2, PTCH1, RARG, SMAD2, SMARCA4, TBX3, TBX 39
arrest in G1 phase of tumor cell lines 3.00E-03 BCL2, BHLHE40, BTRC, CAMK1, CAMKK1, CCND1, CCNE1, CCNG1, CDC25A, CDK2, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CYR61, DCN, DDIT3, DUSP1, EGF, EGFR, EPB41L1, GPS2, GSPT1, ID3, ITGA5, KLF4, MLH1, MNAT1, MTBP, MYBL2, 38
developmental disorder of muscle cells 3.00E-03 ADRB2, ANGPT2, CAMK2D, CDKN1B, DUSP1, EDNRA, EGF, FOXF1, FOXF2, FOXO3, GATA4, GATA6, GNAQ, GPX1, HBEGF, HSPB8, IER3, IGF2, IL11, IL18, LIF, MAP2K5, MAP2K6, MAPK1, MSX1, NFKBIA, PLAU, PPP3CA, PPP3R1, PTEN, PTGES, PTGS2, 38
disease of malignant tumor 1.01E-03 ARRB2, ATF2, BRCA2, BTRC, CD44, CDKN1A, CDKN1B, CDKN2C, CTSB, CYP1B1, DCN, E2F1, E2F2, EGFR, EGR1, FOXP3, HGF, HIP1, HRAS, ITGB5, MMP3, MMP14, NF1, PRDM2, PTEN, PTGS2, PTPN1, RRM2, SOCS1, SOCS3, STAT3, STX2, TGFBR2, THBS1, 37
development of kidney 2.27E-03 ACVR2B, ADAMTS1, APH1A (includes EG:226548), AQP11, AREG, BCL2, BCL2L11, BDNF, BMP4, C1GALT1, CX3CL1, EYA1, FBN1, FGFR1, FGFR2, FOXC2, FOXD1, GDNF, GFRA1, GPC3, GREM1, HOXA11, IL11, INSR, JMJD6, KIF3A, LRP4, MMP14, NF1, OSR1, 37
developmental process of endothelial cell lines 2.08E-04 ALCAM, ALOX12, ATF3, BTC, CCL13, CD151, CDH5, CDKN1B, CLIC4, COL18A1, COL1A1, CXCL12, CYR61, DGKA, ECT2, EGF, EGFR, FES, FOXO1, FOXO3, HGF, ID1, ID3, MMP2, NAB2, NRP1, PTEN, PTN, SLIT2, SMOC2, TFAP2A, THBS1, THBS2, TIMP2, 36
developmental process of adipocytes 4.41E-04 ADRB2, CAST, CBY1, CCND1, CREB1, DDIT3, DLK1, EBF1, ENPP1, FGF10, GPX1, IL11, INSR, IRS1, LIF, MED1, METTL8, MMP3, NOTCH1, PARP2, PPARD, PRG4 (includes EG:10216), RARRES2, RGS2, RUNX1T1, SCAND1, SMAD2, SOCS1, SOD2, TBL1X, 36
ubiquitination of protein 8.82E-04 AMFR, ATG3, BCL10, CAND1, CAPN1, CARD10, CAST, CUL1, FBXO2, FBXW7, G2E3, GSPT1, ITCH, MGRN1, MUL1, PCNP, PPARD, PPIL2, RNF144B, SIAH1, SIAH2, SMURF1, STUB1, TPP2, TRAF6, UBA1, UBB, UBE2D3, UBE2E1, UBE2L3, UBE2N, 36
tumorigenesis of malignant tumor 1.67E-03 ARRB2, ATF2, BRCA2, BTRC, CD44, CDKN1A, CDKN1B, CDKN2C, CTSB, CYP1B1, DCN, E2F1, E2F2, EGFR, EGR1, FOXP3, HGF, HIP1, HRAS, ITGB5, MMP3, MMP14, NF1, PRDM2, PTEN, PTGS2, PTPN1, RRM2, SOCS1, SOCS3, STAT3, STX2, TGFBR2, THBS1, 36
cell spreading of cell lines 3.01E-03 ACP1, ANTXR1, BCAR1, BCL10, CAST, CYR61, EGF, EPHA2, FHL3, GAP43, ING4, ITGA5, LPAR1, MPRIP, PAK1, PALLD, PFN1, PLAU, PPFIA1, PTK2B, PTPN12, PTPN14, PVR, RTN4, SIRPA, SNAI2, SPHK1, SPP1, TESK1, TGFBI, THBS1, TIAM1, TSPAN7, 36
migration of fibroblast cell lines 2.05E-05 ACP1, BCAR1, CDKN1A, CDKN1B, CLIC4, CRKL, CXCL10, DDX3X, EGF, EGFR, FIGF, GNG12, HAS2, HBEGF, IL18, ITGA3, ITGA5, ITGB1BP1, LRPAP1, MEOX2, MMP14, MYLK, PALLD, PDGFD, PDGFRA, PLAU, PLAUR, PTEN, PTGS2, PTPN11, PTPN12, PVR, 35
developmental process of kidney cell lines 4.75E-04 ABCC5, CDKN1A, CHKA, CRK, DLGAP5, DLST, EGF, ESR1, F2RL1, FOXC2, GAB1, GAK, GDNF, HAS2, HBEGF, HGF, HRAS, ITGA5, LMNA, LOX, MT1E, MT1F, NFYB, NINL, PKP3, PMP22, PTP4A3, PTPN14, SLC30A1, STEAP2, TPM2, TPP2, TSC2, UNC5B, 35
differentiation of adipocytes 7.64E-04 ADRB2, CAST, CBY1, CCND1, CREB1, DDIT3, DLK1, EBF1, ENPP1, FGF10, GPX1, INSR, IRS1, LIF, MED1, METTL8, MMP3, NOTCH1, PARP2, PPARD, PRG4 (includes EG:10216), RARRES2, RGS2, RUNX1T1, SCAND1, SMAD2, SOCS1, SOD2, TBL1X, 35
migration of connective tissue cells 1.20E-03 BCAR1, CAPNS1, CCND1, CD44, CDKN1B, COL1A1, CYR61, EGF, F2R, FLNB, GRLF1, HBEGF, HGF, IGBP1, ITGA5, ITGB1BP1, LPP, LRP1, LRPAP1, MAPK1, MRC2, PALLD, PLAUR, PLEC1, PRKAR1A, PTN, PTPN2, RAMP2, SDC4, SPP1, STAT3, TGFBR2, 35
interphase of fibroblast cell lines 1.48E-03 AKAP12, ARAF, BID, BMP4, CCND1, CCNE1, CDC25A, CDK2, CDKN1A, CDKN1B, CDKN2D, COPS5, DDX3X, DMTF1, E2F1, E2F2, E2F3, E2F6, EGF, EP400, GADD45A, GATA6, GPI, HRAS, IRS1, LATS1, LMNA, MAP2K6, PPAP2C, PTPN11, PTTG1, PVR, 35
development of lung 2.73E-03 ACVR2B, ADA, ADAMTS2, BMP4, DICER1, FGF10, FGFR1, FGFR2, FOXF1, GPC3, GREM1, HOXA5, IGF2, JMJD6, LAMA5, LOX, MMP2, MMP14, NOTCH1, PDGFRA, PDPN, PPP1CA, PPP3R1, PTGES, RBP1, RQCD1, SMAD2, SP1, TBX4, TBX5, TGFB2, 35
cell division process of breast cancer cell lines 4.78E-03 BHLHE40, CAMK1, CAMKK1, CCND1, CCNE1, CCNG1, CDC25A, CDC25C, CDKN1A, CDKN1B, CUL7 (includes EG:9820), DCN, EGF, EGFR, ESR1, EZH2, FOXO3, HAS2, HBEGF, HRAS, LATS1, MLH1, PTEN, PTHLH, RRAD, RXRA, SIAH1, SKP2, SMARCA4, 35
pancreatic carcinoma 5.54E-05 CD59, CDC2L6, CDK2, CDK5, CDK6, CDK8, CDK10, CDKN1A, COPS5, CTSD, CYR61, HBEGF, HLA-G, IFITM1, IL15, ITGA3, ITGAE, ITGB4, KRT7, KRT10, MLL3, MSLN, PALLD, PDGFRA, PLAT, PLAU, POLE3, PTEN, PTGES, RELA, RRM2, SPP1, TIMP1, TYMS 34
attachment of eukaryotic cells 3.08E-04 ACP1, ADAM15, BCAR1, BTC, CD44, CDH13, CXCL12, DCN, EFNB1, EGF, EGFR, EGR1, ENG, HRAS, HSPG2 (includes EG:3339), IGF2, ITGA3, ITGA5, ITGA6, ITGB5, LOX, LRP1, LRPAP1, MMP2, PLAU, PLAUR, PLD1, PTGER2, PTK2B, TGFBI, THBS2, 34
formation of lamellipodia 8.27E-04 ARHGAP24, BAIAP2, BDNF, CD44, CD82, CDKN1B, CRK, CRKL, CTGF, CYR61, EGF, FGD4, GAB1, GDNF, HGF, HRAS, HSP90AA1, ITGA6, ITGB4, LASP1, LPAR1, MPRIP, NISCH, NRP1, PLAU, PVR, PVRL1, PVRL3, SDC4, SEMA3A, SPHK1, SWAP70, TPM1, 34
disease of liver 1.04E-03 ATF4, BCL2, CCND1, CCNE1, CD14, CDKN1B, DNMT3B, E2F1, ENG, FGFR1, FGFR2, GADD45A, HGF, IRS1, LHX2, MED1, MMP13, MT1E, MT1F, MYD88, NDRG1, NFE2L1, PDGFC, PLAU, SCG5, SKP2, SOCS1, SPP1, STAT1, TGFBR2, TIMP1, TSC2, VEGFA, 34
quantity of tumor cell lines 1.62E-03 BCL2, BHLHE40, CCND1, CDC25A, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN1B, CUL4A, E2F1, EGF, ESR1, FGF13, HMOX1, IFNZ, IGFBP6, IGFBP7, INPPL1, JUNB, KLF4, LIF, MCTS1, MYBL2, PEG3, PTGS2, PTHLH, RBBP4, SKP2, TIMP3, TPP2, TSC2, 34
morphogenesis of limb 3.63E-03 CHD7, CHST11, CRABP2, CYP26B1, DICER1, ECE1, EN1, FGF10, FGFR1, FMN1, GDF5, GNAQ, GREM1, HOXA9, HOXA11, HOXD10, HOXD13, KIAA1715, LMBR1, LRP4, LRP5, MED1, MSX1, NOTCH1, PBX2, PRRX1, PRRX2, PTCH1, RARG, SMARCA4, TBX3, TBX4, 34
migration of fibroblasts 5.51E-04 BCAR1, CAPNS1, CCND1, CDKN1B, COL1A1, CYR61, EGF, F2R, FLNB, GRLF1, HBEGF, HGF, IGBP1, ITGA5, ITGB1BP1, LPP, LRP1, LRPAP1, MAPK1, MRC2, PALLD, PLAUR, PLEC1, PRKAR1A, PTPN2, RAMP2, SDC4, SPP1, STAT3, TGFBR2, THBS1, 33
arrest in cell stage of normal cells 8.96E-04 ATF2, CCND1, CD44, CDC25C, CDK2, CDKN1A, CDKN1B, CHKA, CYP26B1, DCN, E2F1, E2F2, E2F3, EGF, ERCC1, FANCC, FOXO3, GADD45A, GPC1, IGFBP7, JAK3, MAP2K6, MBD4, MLH1, MNAT1, MYBL2, PTEN, PTTG1, RELA, RPS6KA2, SP1, TFDP1, XPC 33
developmental process of colon cancer cell lines 1.42E-03 AHSA1, AREG, BCL2, BCL2L11, CAMK2N1, CCND1, CDKN1A, CDKN1B, COL18A1, CTSD, DUSP5, EGF, EGFR, EGR2, ENC1, FDXR, FES, GADD45A, GREM1, IGF2, IGF2R, ITGA5, KLF4, NDRG1, PDLIM4, PTEN, PTPN1, SDC2, STAT3, SUFU, TAX1BP3, 33
formation of extracellular matrix 7.60E-04 ADAMTSL4, ADM, APBB2, ATP7A, B4GALT1, CCDC80, COL18A1, COL4A6, CYR61, DCN, EMILIN1, ERCC2, FBLN1, FOXF1, FOXF2, HSPG2 (includes EG:3339), KAZALD1, NF1, NFKB2, NID1, OLFML2B, PDGFRA, PTX3, RECK, ROR2, SMARCA4, SMOC1, 32
activation of NFkB binding site 9.69E-04 ATF3, BCL2, BTRC, CD14, CREBBP, EGF, F2RL1, HGF, IER3, IL18, LY96, MAP3K14, MAVS, MYD88, NFKB2, NFKBIA, NFKBIB, NFKBID, NFKBIE, PRKRA, PRMT2, RALA, RELA, SMAD1, TLR6, TNFAIP3, TNFRSF25, TNFRSF1A, TRADD, TRAF6, VCAM1, 32
dephosphorylation of amino acids 1.92E-03 BCL2, CDC25C, CTDP1, DUSP1, DUSP3, DUSP4, DUSP5, DUSP22, EYA1, MTMR7, PDP2, PPAP2A, PPM1B, PPM1F, PPP1CA, PPP1CB, PPP2CB, PPP3CA, PPP3R1, PTEN, PTPN1, PTPN2, PTPN6, PTPN11, PTPN12, PTPN14, PTPN18, PTPN22, PTPRE, PTPRF, 32
developmental process of embryonic stem cells 1.92E-03 BAIAP2, BCL2L11, BMP4, CDC7, DNMT1, EIF4G2, ENG, EPHB4, EZH2, GATA4, GATA6, HHEX, HTT, ID1, ID3, IL6ST, LIF, MAPK1, MAPK8IP3, NMT1, NR4A2, PTEN, PTPN11, PTTG1, RBL1, SOX2, SRF, STAT3, TERF1, TLN1, VEGFA, WWTR1 32
experimentally-induced diabetes 1.92E-03 ALOX12, ANXA1, ANXA5, AQP1, C3, CCNG1, CD200, CEBPD, CNGB1, CP, DDAH1, DUSP1, EXOC7, FGFR1, HLA-C, HMGCL, ID1, IFITM3, IRF1, KLF4, MT1F, PDLIM4, PPAP2B, PPT2, PSMC2, PTPN1, RSAD2, SCARB1, SCN1B, SPP1, TIMP1, VEGFA 32
carcinoma in situ 3.59E-03 ABCC4, ANO6, ASS1, BHLHE40, C3, COL7A1, CX3CL1, ENTPD5, FCGR3A, FGFR2, FLNA, GPC1, GPRC5A, HMGA2, HRAS, IER3, IRF1, ITGB4, KRT7, LY6E, MFGE8, MIPEP, MXRA8, MYL9 (includes EG:10398), PTEN, RBL1, SGK269, SMARCD3, SMS, 32
arrest in developmental process of tumor cell lines 4.37E-03 CBX7, CCND1, CCNE1, CDK2, CDKN1A, CDKN1B, DAB2, E2F1, EZH2, GADD45GIP1, HMOX1, IL6ST, IRF1, KLF4, KRT10, LIF, MAP2K6, MAPK1, MAPK3, NOTCH1, PTEN, RASSF5, RBL1, RUNX1T1, SKP2, SMARCA4, SOCS1, SOCS3, STAT1, STAT3, TGFBR2, 32
cell stage of connective tissue cells 1.57E-04 ATF2, ATF3, BRCA2, CCND1, CCNE1, CDC7, CDC25C, CDK2, CDKN1A, CDKN1B, E2F1, E2F2, E2F3, FIGF, GAB1, GADD45A, GRB10, HMGN1, ID2, ID3, IGFBP7, IRS1, JUNB, MAP2K6, MBD4, MYBL2, PLK2, RELA, SKP2, TFDP1, TFE3 31
cell spreading of normal cells 2.60E-03 ATRN, CAST, CD44, CD47, CORO1A, CRK, CRKL, CXCL12, EFNB1, EGF, FBN1, HGF, HRAS, IGBP1, ITGA3, ITGA5, ITGA6, ITGB5, ITGB1BP1, LAMA5, LPP, PALLD, PTK2B, SDC4, SEMA3A, SRF, STAT3, THBS1, THBS2, TIAM1, TLN1 31
proliferation of carcinoma cell lines 4.80E-03 AKT3, ANXA1, BID, CASP2, CDK5, CDK5R1, CDKN1A, CXCL12, CYR61, DLC1, E2F1, EGF, EGFR, EGR1, ERCC1, FANCC, GAS6, HGF, HK1, IGF2, IL18, ITPR1, NDUFAF2, NEK2, PLAU, PTGS2, RAP1GAP (includes EG:5909), RELA, SKP2, SLC25A6, TSPO 31
arrest in growth of tumor cell lines 5.82E-03 CBX7, CCND1, CCNE1, CDK2, CDKN1A, CDKN1B, DAB2, E2F1, EZH2, GADD45GIP1, HMOX1, IL6ST, IRF1, KLF4, KRT10, LIF, MAP2K6, MAPK1, MAPK3, NOTCH1, PTEN, RASSF5, RBL1, SKP2, SMARCA4, SOCS1, SOCS3, STAT1, STAT3, TGFBR2, UBE2D3 31
cell stage of fibroblasts 4.34E-05 ATF2, ATF3, BRCA2, CCND1, CCNE1, CDC7, CDC25C, CDK2, CDKN1A, CDKN1B, E2F1, E2F2, E2F3, FIGF, GAB1, GADD45A, GRB10, HMGN1, ID2, ID3, IRS1, JUNB, MAP2K6, MBD4, MYBL2, PLK2, RELA, SKP2, TFDP1, TFE3 30
targeting of protein 1.63E-04 AP3M1, CCHCR1, EIF5A, ERBB2IP (includes EG:55914), GIPC1, GPHN, HPS4, HSPA9, LTBP2, MYO6, NUPL2, OPTN, PEX6, PEX7, PEX19, PICK1, PPP1R3C, PTPN11, RAB27A, STXBP4, SYNJ2BP, TIMM9, TIMM44, TOMM22, TRNT1, TSPO, XPO5, XPO6, 30
proliferation of endothelial cell lines 3.95E-04 ATP6V0A2, CBFB, CDH13, CDKN1A, CDKN1B, COL18A1, DAB2, DGKA, DICER1, EGF, EGFR, ENG, F2R, FGF13, FIGF, FOXO1, HGF, HHEX, NCL, NRP1, NRP2, PTEN, PTN, PTPN1, PTX3, SEMA3A, SEMA3F, SKP2, TNFRSF25, VEGFA 30
proliferation of dermal cells 1.44E-03 ANGPTL6, CCNG2, CDH13, CDK2, CDKN1A, EGF, EPHA2, FGF10, FST, HGF, IGFBP4, INSR, JUNB, KLK8, KRT10, LRIG1, PPARD, PTCH1, PTEN, PTGER2, PTGS2, PTHLH, PTPRK, RBL1, RXRA, SGK3, SLC7A11, SNAI2, TOM1L1, VDR 30
ductal carcinoma 3.52E-03 AGPAT2, ANXA1, CCND1, CDKN1A, COX4I1, CP110, CSPP1, DDHD2, DDX19B, EPHA2, EYA1, FAM96B, GSPT1, HSPB8, IER3, ING4, MKI67, MT1E, MT1F, PPFIA1, PXDN, RBM4B, SAT2, SERPINF1, STAU2, TNXB, TPD52, TRIM16, WWTR1, ZNF703 30
growth of colon cancer cell lines 5.27E-03 AHSA1, AREG, BCL2, BCL2L11, CAMK2N1, CCND1, CDKN1A, COL18A1, CTSD, DUSP5, EGF, EGFR, EGR2, ENC1, FDXR, FES, GADD45A, IGF2, IGF2R, ITGA5, KLF4, PDLIM4, PTEN, PTPN1, SDC2, STAT3, SUFU, TAX1BP3, TGFBR2, TIAM1 30
interphase of connective tissue cells 2.03E-05 ATF2, ATF3, CCND1, CCNE1, CDC7, CDC25C, CDK2, CDKN1A, CDKN1B, E2F1, E2F2, E2F3, GAB1, GADD45A, GRB10, HMGN1, ID2, ID3, IGFBP7, IRS1, JUNB, MAP2K6, MBD4, MYBL2, PLK2, RELA, SKP2, TFDP1, TFE3 29
angiogenesis of animal 4.18E-04 ANGPT2, ANGPTL2, BTC, CCND1, CDH5, CXCL12, CYR61, EFNB2, ELK3, HGF, HRAS, KLF5, MED1, MMP2, MMP14, NR2F2, NRP1, NRP2, PGF, PTEN, RELA, SERPINF1, SMOC2, SPHK1, THBS1, TNFRSF1A, VEGFA, VEGFC, WARS 29
ruffling 5.53E-04 ARF6, ARHGAP17, BAIAP2, CAPG, CCL13, CRK, CXCL12, EFNB1, EGF, GSN, HGF, HMOX1, HRAS, INPPL1, INSR, IRS1, MTSS1, MYO1C, PAK1, PLAU, PLAUR, PTEN, PTK2B, SPHK1, SPP1, SWAP70, TIAM1, TSC2, WASF1 29
proliferation of epidermal cells 1.22E-03 ANGPTL6, CCNG2, CDH13, CDK2, CDKN1A, EGF, EPHA2, FGF10, FST, HGF, INSR, JUNB, KLK8, KRT10, LRIG1, PPARD, PTCH1, PTEN, PTGER2, PTGS2, PTHLH, PTPRK, RBL1, RXRA, SGK3, SLC7A11, SNAI2, TOM1L1, VDR 29
assembly of extracellular matrix 3.85E-03 ADAMTSL4, APBB2, ATP7A, B4GALT1, CCDC80, COL18A1, COL4A6, CYR61, DCN, EMILIN1, ERCC2, FBLN1, FOXF1, FOXF2, HSPG2 (includes EG:3339), KAZALD1, NF1, NFKB2, NID1, OLFML2B, PDGFRA, RECK, SMARCA4, SMOC1, SMOC2, TGFB2, TGFBI, 29
developmental process of epithelial cell lines 5.79E-03 ABCC5, AREG, BTC, CCND1, CDK2, CDKN1A, CHKA, CXCL2, DAB2, DLGAP5, DLST, EGF, ENG, ESR1, ETV6, HGF, ID2, NINL, NOTCH1, PTHLH, PTP4A3, RBBP9, RXRA, SPP1, TFE3, TGFB2, TGFBR3, TPP2, UNC5B 29
interphase of fibroblasts 1.30E-05 ATF2, ATF3, CCND1, CCNE1, CDC7, CDC25C, CDK2, CDKN1A, CDKN1B, E2F1, E2F2, E2F3, GAB1, GADD45A, GRB10, HMGN1, ID2, ID3, IRS1, JUNB, MAP2K6, MBD4, MYBL2, PLK2, RELA, SKP2, TFDP1, TFE3 28
Dupuytren contracture 1.31E-03 ADAMTS1, ADAMTS2, ADAMTS4, ADAMTS6, COL12A1, COL16A1, COL17A1, COL18A1, COL1A1, COL22A1, COL3A1, COL4A2, COL4A5, COL4A6, COL5A1, COL5A2, COL6A2, COL6A3, COL7A1, COL8A1, MMP2, MMP3, MMP13, MMP14, MMP16, TIMP1, TIMP2, 28
delay in initiation of cell division process of eukaryotic cells 1.31E-03 BCL2, CASP2, CCND1, CCNE1, CDC25C, CDKN1A, CDKN1B, CREG1, DLGAP5, ECT2, ELAC2, GADD45A, GRB10, IGFBP7, IL15, INSR, JUNB, KLF4, KLF9, LIMK1, MPG, PTEN, PTTG1, RAD21, RASSF5, SOD2, STAT1, TFDP1 28
neoplasia of cells 3.38E-03 ARHGDIG, ATF2, ATF3, CD44, CD151, CD274, COL18A1, CXCL2, EGF, ENPP2, F2R, FIGF, HGF, HRAS, HTATIP2, IGF2BP1, ITGB4, LAMA5, MAD1L1, MAPK1, NFKBIA, NFKBIB, PPARD, SOCS1, TGFBR2, TIMP1, TXNIP, WISP1 28
migration of smooth muscle cells 4.21E-03 ADM, CCL5, CD47, CDKN1B, DUSP1, EGF, EGFL7, FGFR1, HBEGF, HGF, IGFBP4, IL18, ITGB5, LDLR, MAPK1, MAPK3, MEOX2, NEO1, PLAT, PLAU, PLAUR, PTGS2, PTPRF, RAMP2, SDC4, SPP1, THBS1, TIMP1 28
invasion of normal cells 5.19E-03 CCND1, CD151, CXCL10, EGF, ENG, ETV6, EZH2, FST, GAB1, HGF, HRAS, IL18, ITGA5, ITGA6, ITGB4, LRP1, LRPAP1, MMP14, NF1, SPP1, STAT3, THBS2, TIMP1, TIMP2, 28
morphogenesis of eukaryotic cells 6.19E-05 BDNF, CCND1, CD82, COL18A1, CRK, CXCL2, EFNB2, EGF, EPHB4, GAB1, GDNF, HGF, ITGA6, MMP2, NFKB2, NOTCH1, NOTCH4, PTEN, PTK2B, PVRL2, RELA, SLC1A3, SPR, STC1, TFAP2A, TIMP2, VCAM1 27
growth of kidney cell lines 4.62E-04 ABCC5, CDKN1A, CHKA, DLGAP5, DLST, EGF, ESR1, F2RL1, GAK, HAS2, HRAS, ITGA5, LMNA, LOX, MT1E, MT1F, NINL, PKP3, PMP22, PTP4A3, SLC30A1, STEAP2, 27
angiogenesis of mammalia 8.23E-04 ANGPT2, ANGPTL2, BTC, CCND1, CDH5, CXCL12, CYR61, EFNB2, ELK3, HGF, HRAS, KLF5, MED1, MMP2, MMP14, NR2F2, PGF, PTEN, RELA, SERPINF1, SMOC2, SPHK1, THBS1, TNFRSF1A, VEGFA, VEGFC, WARS 27
growth of epithelial cell lines 2.32E-03 ABCC5, AREG, BTC, CCND1, CDK2, CDKN1A, CHKA, CXCL2, DAB2, DLGAP5, DLST, EGF, ENG, ESR1, ETV6, HGF, NINL, NOTCH1, PTHLH, PTP4A3, RBBP9, RXRA, TFE3, TGFB2, TGFBR3, TPP2, UNC5B 27
angiogenesis of mice 6.53E-04 ANGPT2, ANGPTL2, BTC, CCND1, CDH5, CXCL12, CYR61, EFNB2, ELK3, HGF, HRAS, KLF5, MED1, MMP2, MMP14, NR2F2, PGF, PTEN, RELA, SMOC2, SPHK1, THBS1, TNFRSF1A, VEGFA, VEGFC, WARS 26
cardiovascular process of tumor 6.53E-04 ADAM17, ANGPTL4, B4GALNT1, BCL2, CDH5, COL18A1, CRYAB, CTSB, EPHA2, FGFR2, HGF, HRAS, IL18, ITGB5, MMP2, MMP3, MMP14, NRP1, PGF, PLAU, THBS1, 26
closure of tissue 8.72E-04 BCL10, BMP4, CFL1, CREBBP, DLC1, ENAH, FTO, FZD3, FZD6, GRLF1, HIPK2, IRX3, IRX5, ITGA3, ITGA6, PDGFRA, PFN1, PLXNB2, PTGS1, PTGS2, PTK7, RGMA, TRAF6, 26
differentiation of embryonic stem cells 1.15E-03 BAIAP2, BCL2L11, BMP4, DNMT1, EIF4G2, EPHB4, EZH2, GATA4, GATA6, HHEX, HTT, ID3, IL6ST, LIF, MAPK1, MAPK8IP3, NMT1, NR4A2, PTPN11, RBL1, SOX2, SRF, STAT3, 26
arrest in interphase of normal cells 4.02E-03 ATF2, CCND1, CD44, CDC25C, CDK2, CDKN1A, CDKN1B, CHKA, DCN, E2F1, E2F2, E2F3, ERCC1, FANCC, GADD45A, GPC1, IGFBP7, JAK3, MAP2K6, MBD4, MNAT1, 26
dwarfism 3.92E-05 CHST3, COL1A1, E2F1, EBP, EGFR, FGFR1, FGFR2, FLNA, GGT1, GHR, HIP1, HIP1R, HOXA5, HSPG2 (includes EG:3339), ITGA11, LBR, LIF, MAP2K6, MMP13, PAPSS2, PEX7, PTHLH, ROR2, SMPD3, VEGFA 25
proliferation of keratinocytes 1.84E-04 CCNG2, CDH13, CDKN1A, EGF, EPHA2, FGF10, FST, HGF, INSR, JUNB, KLK8, KRT10, LRIG1, PPARD, PTCH1, PTEN, PTGER2, PTGS2, PTHLH, PTPRK, RXRA, SGK3, SNAI2, 25
closure of embryonic tissue 1.23E-03 BCL10, BMP4, CFL1, CREBBP, DLC1, ENAH, FTO, FZD3, FZD6, GRLF1, HIPK2, IRX3, IRX5, ITGA3, ITGA6, PFN1, PLXNB2, PTGS1, PTGS2, PTK7, RGMA, TRAF6, TSC2, 25
cell division process of bone cancer cell lines 2.71E-03 BHLHE40, CCND1, CCNE1, CCNG1, CDC25A, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, CDKN2C, DUSP1, E2F1, EGF, GJA1, GPS2, IGF2, LATS1, MAP2K6, MNAT1, MTBP, MYBL2, PKMYT1, RBL1, RPL23, TOPBP1, TP53BP1 25
morphogenesis of skeleton 3.46E-03 ACVR2B, CHST11, EYA1, FMN1, FOXC2, HOXA2, HOXA5, HOXA7, HOXB4, HOXB5, HOXB6, HOXD3, HOXD4, HOXD8, HOXD10, HSPG2 (includes EG:3339), OSR2, PRKRA, PRRX1, PRRX2, RECQL4, RYK, TBX4, TFAP2A, WNT9A 25
developmental process of breast cell lines 1.30E-03 AREG, BCL2L11, C8ORF4, CCND1, CDK2, CHKA, DAB2, EGF, EGFR, EPHA2, ETS2, GAS6, HAS2, HRAS, HSPB8, IER3, IGF2, NOTCH1, NOTCH4, RELB, SPP1, STAT3, 24
retraction of plasma membrane projections 2.25E-03 BCAR1, BDNF, CRK, F2R, GNAQ, GPI, GSN, HGF, HRAS, IL6ST, ITGA3, LIF, LPAR4, MSN, MYH9, OTX1, RDX, RICS, RRAD, RRAS, RYK, SEMA3A, SEMA3D, TIAM1 24
adenomyosis 3.75E-03 AIG1, CBX6, CD14, DST, ESR1, GPI, GPX1, HBA2, IL15, IQGAP1, LGMN, MFAP3L, MTHFD2, NFIC, NME7, PDS5B, PEG3, PMEPA1, PRDX5, RHOU, STX7, TBL1X, THBS1, 24
metastasis of cells 4.76E-03 ARHGDIG, ATF2, ATF3, CD44, CD151, CD274, COL18A1, CXCL2, EGF, ENPP2, F2R, FIGF, HGF, HTATIP2, IGF2BP1, ITGB4, LAMA5, MAPK1, NFKBIA, NFKBIB, SOCS1, 24
development of extraembryonic tissue 5.99E-03 ACVR1B, ADAMTS1, APH1A (includes EG:226548), BMP4, CCNF, COL18A1, ENPP2, ETV6, FGF13, FOXO1, GATA6, HGF, MMP2, NRP1, NRP2, PTEN, PTPN11, PTX3, SFRS5, SMAD2, TFDP1, THBS1, TIMP3, VEGFA 24
differentiation of tissue 5.99E-03 BMP4, CDKN1A, CUL7 (includes EG:9820), DAB2, DPPA4, EGFR, ETS2, EXT2, FEM1C, FOSL2, HRAS, KLF5, LIF, MEOX2, MSX1, NDRG1, PDK4, PEG3, PRKG2, RARG, SGPL1, 24
nuclear export 5.99E-03 AGFG1 (includes EG:3267), ANP32A, BAT1, CAMK1, CCHCR1, DDX19B, EIF5A, HHEX, HSPA9, KHDRBS1, LSG1, MALT1, NUDT4, NUP50, NUP98, NUP107, NUPL2, PTPN11, RANGRF, SMG6, XPO5, XPO6, XPO7, XPOT 24
re-entry into cell division process of cells 5.99E-03 BCL2, BRCA2, CAST, CCND1, CCNE1, CCNF, CDC25A, CDC25C, CDKN1A, CDKN1B, CDKN2D, E2F1, E2F2, EGF, EGFR, FOXO3, GAS6, HMG20B, ID1, ID2, ID3, RBL1, SKP2, 24
pancreatic adenocarcinoma 4.43E-06 CD59, CDKN1A, COPS5, CTSD, CYR61, HBEGF, HLA-G, IFITM1, ITGA3, ITGAE, ITGB4, KRT7, KRT10, MLL3, MSLN, PLAT, PLAU, PTEN, PTGES, RELA, RRM2, SPP1, TIMP1 23
angiogenesis of tumor 1.83E-04 ADAM17, ANGPTL4, BCL2, CDH5, COL18A1, CTSB, EPHA2, FGFR2, HGF, HRAS, IL18, ITGB5, MMP2, MMP3, MMP14, NRP1, PGF, THBS1, THBS2, TIMP1, VASH1, VEGFA, 23
neurological disorder of tissue 1.83E-03 B4GALNT1, BACE1, BCL2, C3, CCL5, CREB1, CXCL10, DAG1, EIF2AK3, HTT, IL18, ITGB4, LPAR1, MYD88, NDRG1, PITPNA, PLAT, PMP22, SNCA, SPG7, SPHK1, SPP1, 23
infiltrating duct breast carcinoma 2.41E-03 AGPAT2, CCND1, COX4I1, CP110, CSPP1, DDHD2, DDX19B, EPHA2, EYA1, FAM96B, GSPT1, ING4, MT1E, MT1F, PPFIA1, RBM4B, SAT2, SERPINF1, STAU2, TNXB, TPD52, 23
cell death of gonadal cell lines 5.17E-03 ANTXR1, ANTXR2, BTC, CASP8, CCL5, CDKN1A, DDIT3, DUSP1, EGF, GHR, HRAS, ITGA5, MAP3K11, MCL1, MGMT, PAK2, PDIA3, PLD1, PLSCR1, POLB, SGMS1, SGMS2, 23
growth of breast cell lines 3.07E-05 AREG, BCL2L11, C8ORF4, CCND1, CDK2, EGF, EGFR, EPHA2, ETS2, GAS6, HAS2, HRAS, HSPB8, IER3, IGF2, NOTCH1, NOTCH4, RELB, SPP1, STAT3, TGFBR3, TIMP2 22
morphogenesis of embryonic tissue 1.06E-03 ACVR2B, AREG, CX3CL1, EGFR, FGF10, FTO, GATA4, GDNF, GREM1, HOXD13, IL11, INSR, IRX3, IRX5, MEOX2, NOTCH1, ROR2, SMAD2, TBX3, TCF7, TGFB2, TIMP2 22
disease of carcinoma 2.57E-03 ARRB2, ATF2, BRCA2, CDKN1B, E2F1, EGR1, HGF, HIP1, HRAS, ITGB5, MMP3, MMP14, PTEN, PTGS2, PTPN1, SOCS1, SOCS3, STAT3, STX2, TGFBR2, VEGFA, 22
re-entry into cell division process of eukaryotic cells 2.57E-03 BCL2, BRCA2, CAST, CCND1, CCNE1, CCNF, CDC25A, CDC25C, CDKN1A, CDKN1B, CDKN2D, E2F1, E2F2, EGFR, FOXO3, GAS6, HMG20B, ID1, ID2, ID3, RBL1, SKP2 22
cardiomyopathy of mice 5.61E-03 ACSL1, ANGPT2, BNIP3L, CACNB2, CASP8, CAST, CREB1, DICER1, DYSF, GNAQ, INSR, LMNA, LTBP4, MAP2K5, PPP1CA, PTPN11, RCE1, RXRA, SGCB, SOD2, TNNT2, 22
formation of epithelial tissue 5.61E-03 ADAM15, ANTXR2, ARHGAP22, ARHGAP24, ATF3, BDNF, CBFB, CD44, COL18A1, COL4A2, CX3CL1, CXCL12, FGF13, MMP14, PLAU, PLAUR, PTEN, PTK2B, PTN, SDC2, 22
migration of brain cancer cell lines 1.72E-04 BCAR1, C5ORF13, CRK, CXCL12, EGF, EGR1, ENPP2, GAS6, HGF, LPAR1, MAPK8IP3, MMP14, PLAU, PLAUR, PTEN, PTN, PVR, SEMA3F, SIRPA, VEGFA, VEGFC 21
sprouting of eukaryotic cells 2.59E-04 ANGPT2, ANGPTL2, BCL2, BDNF, CDK5R1, COL18A1, CYR61, DCN, DICER1, EPHB4, GAP43, GDNF, NAB2, NDST1, REM1, RNASEN, RTN4, SPP1, THBS1, VEGFA, VEGFC 21
S phase of fibroblast cell lines 3.82E-04 ARAF, BID, CCND1, CCNE1, CDC25A, CDKN1B, COPS5, DDX3X, DMTF1, E2F1, E2F2, E2F3, E2F6, EGF, GADD45A, GATA6, IRS1, PPAP2C, PTPN11, RBL1, SKP2 21
arrest in cell division process of connective tissue cells 7.84E-04 ATF2, CCND1, CDC25C, CDKN1A, CDKN1B, E2F1, E2F2, E2F3, FANCA, FANCC, GADD45A, HRAS, IGFBP7, MAP2K6, MBD4, MYBL2, PARP2, RELA, SKP2, TFDP1, 21
cell stage of bone cancer cell lines 7.84E-04 BHLHE40, CCND1, CCNE1, CDC25A, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, DUSP1, E2F1, GJA1, GPS2, LATS1, MAP2K6, MNAT1, MTBP, MYBL2, PKMYT1, RBL1, RPL23, TOPBP1, TP53BP1 21
development of endothelial cells 7.84E-04 COL18A1, CXCL2, EFNB2, ENG, EPHB4, FGF13, GPX1, HGF, MEOX2, NOTCH1, NOTCH4, PTK2B, RELA, SEMA3A, STC1, THBS1, TIMP2, VASH1, VCAM1, VEGFA, 21
formation of endothelial tube 1.51E-03 ADAM15, ARHGAP22, ARHGAP24, ATF3, BDNF, CBFB, CD44, COL18A1, COL4A2, CX3CL1, CXCL12, FGF13, MMP14, PLAU, PLAUR, PTEN, PTK2B, PTN, SDC2, TGFBR2, 21
skeletal and muscular process of tissue 1.51E-03 ACVR1, ADRB2, BCL2, BMP4, CD9, CD81, E2F1, EGFR, EGR2, ENPP1, FGFR2, FOSL2, GAA, GJA1, MMP13, MMP14, PTK2B, RBL1, RSAD2, SMURF1, STAT1 21
neurological disorder of nervous tissue 2.74E-03 B4GALNT1, BACE1, BCL2, C3, CCL5, CREB1, CXCL10, DAG1, EIF2AK3, HTT, IL18, ITGB4, LPAR1, MYD88, NDRG1, PITPNA, PLAT, PMP22, SPG7, SPP1, TLR2 21
mineralization of bone 3.62E-03 ACVR1, ACVR2B, ADRB2, ANKH, BMP4, CD276, EIF2AK3, EN1, ENPP1, ERCC2, ESR1, FETUB, FGFR2, GLA, MMP13, PHEX, PTHLH, PTN, SOX9, TNFRSF11B, VDR 21
development of hair follicle 4.72E-03 ACVR1B, ATP7A, BCL2, CCND1, E2F1, EGF, EGFR, FOXQ1, FST, GFRA1, HGF, LRP4, NOTCH1, NSDHL, PTGS2, PTHLH, RELA, SGK3, SOX9, TGFB2, TRAF6 21
tumorigenesis of carcinoma 4.72E-03 ARRB2, ATF2, BRCA2, CDKN1B, E2F1, EGR1, HGF, HIP1, HRAS, ITGB5, MMP3, MMP14, PTEN, PTGS2, PTPN1, SOCS1, SOCS3, STAT3, STX2, TGFBR2, WNT10B 21
angiogenesis of cells 6.43E-05 CCL13, CD151, COL18A1, CTSB, DGKA, ECT2, FGF13, FIGF, LAMA5, MEOX2, PLAUR, SEMA3A, SMOC2, TGFB2, THBS1, THBS2, TIMP2, VASH1, VEGFA, VEGFC 20
migration of colon cancer cell lines 1.63E-04 BCAR1, CD44, CD82, CRK, CRKL, CXCL10, EFNB1, EGFR, HGF, IGF2, IGFBP4, ING4, ITGA6, ITGB4, KLF4, PPFIA1, PTPN11, PTPN12, ST6GAL1, VEGFA 20
arrest in cell division process of fibroblasts 3.75E-04 ATF2, CCND1, CDC25C, CDKN1A, CDKN1B, E2F1, E2F2, E2F3, FANCA, FANCC, GADD45A, HRAS, MAP2K6, MBD4, MYBL2, PARP2, RELA, SKP2, TFDP1, XRCC6 20
disease of mammary gland 3.75E-04 BRCA2, BTRC, CCND1, CDC25A, CDK2, CDKN1B, EGFR, ESR1, HGF, HRAS, MFGE8, MMP3, MMP14, NOTCH1, PAK1, PTEN, PTGER2, PTGS2, PTPRE, TIMP1 20
cardiovascular process of cornea 1.57E-03 ADAMTS1, ANGPTL4, CCL13, CDH5, COL18A1, CSPG4, CYR61, EGF, EPHA2, FGF13, FIGF, HGF, IGF2, IL18, PRL2C2, SERPINF1, THBS1, VCAM1, VEGFA, VEGFC 20
initiation of cell division process of cells 1.57E-03 BLNK, CCND1, CCNE1, CDK2, CDK6, CDKN1A, CDKN1B, COPS5, CXCL12, E2F1, E2F2, E2F3, E2F6, GAB1, GATA6, IRS1, NOTCH1, PDGFRA, PTPN2, SKP2 20
cell cycle progression of connective tissue cells 2.15E-03 BCL2, CCND1, CCNF, CDC25C, CDKN1A, CDKN1B, E2F1, FANCA, FANCC, GADD45A, HRAS, ID2, IGF2, INSR, JUNB, PARP2, RBL1, SKP2, TFDP1, XRCC6 20
development of metanephros 2.90E-03 APH1A (includes EG:226548), AREG, BCL2, BDNF, BMP4, CX3CL1, EYA1, FGFR1, FGFR2, FOXC2, GDNF, GPC3, GREM1, HOXA11, IL11, INSR, NF1, OSR1, SLIT2, TIMP2 20
closure of neural tube 5.07E-03 BCL10, CFL1, CREBBP, DLC1, ENAH, FTO, FZD3, FZD6, GRLF1, IRX3, IRX5, ITGA3, ITGA6, PFN1, PLXNB2, PTK7, RGMA, TRAF6, TSC2, VANGL2 20
S phase of fibroblasts 1.50E-04 CCND1, CCNE1, CDC7, CDK2, CDKN1A, CDKN1B, E2F1, E2F2, E2F3, GAB1, GRB10, ID2, ID3, IRS1, JUNB, PLK2, SKP2, TFDP1, TFE3 19
tubulation of endothelial cell lines 1.50E-04 ALCAM, ALOX12, BTC, CDH5, CLIC4, COL1A1, CXCL12, CYR61, EGF, FES, FOXO1, FOXO3, HGF, ID1, ID3, NAB2, PTN, SLIT2, VEGFA 19
interphase of bone cancer cell lines 2.37E-04 BHLHE40, CCND1, CCNE1, CDC25A, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, DUSP1, E2F1, GJA1, GPS2, MAP2K6, MNAT1, MTBP, MYBL2, RBL1, RPL23, TOPBP1, 19
initiation of cell stage of cells 1.15E-03 CCND1, CCNE1, CDK2, CDK6, CDKN1A, CDKN1B, COPS5, CXCL12, E2F1, E2F2, E2F3, E2F6, GAB1, GATA6, IRS1, NOTCH1, PDGFRA, PTPN2, SKP2 19
proliferation of chondrocytes 1.62E-03 CCND1, CDKN1A, CTGF, DICER1, FOSL2, GABBR1, GDF5, GGT1, GHR, IL18, IRS1, NFKB2, PPBP, PRKG2, PTHLH, RBL1, RELA, STAT1, STC1 19
formation of membrane ruffles 2.24E-03 ARHGAP24, ARHGEF2, BCAR1, CCND1, COL18A1, EGF, FLNA, GAS6, ITGA6, ITGB4, LTBP2, PAK1, PIP5K1B, PLEKHA1, RICS, RND1, SNTA1, USP6NL, VAV3 19
cell spreading of tumor cell lines 4.11E-03 BCL10, EGF, GAP43, ING4, ITGA5, MPRIP, PAK1, PFN1, PLAU, PPFIA1, PTPN14, PVR, SIRPA, SNAI2, SPHK1, TESK1, THBS1, TIAM1, VCAM1 19
cell movement of endothelial cells 5.44E-03 ANGPT2, CD81, CD151, CSPG4, CXCL12, DGKA, FGFR1, HGF, IGF2R, ITGA3, ITGA5, ITGA6, PDGFRA, PRL2C2, SEMA3A, SEMA3F, THBS1, VEGFA, VEGFC 19
invasion of melanoma cell lines 4.67E-05 BCAR1, BMP4, CD151, CHRD, CSPG4, CTSB, CXCL12, ENPP2, HGF, LAMA5, MMP2, MMP14, MMP16, PTEN, RHOC, SDCBP, SPP1, STAT3 18
disease of epidermis 3.44E-04 BCL2, CCND1, COL17A1, E2F1, KRT10, NFKBIA, NOTCH1, PPARD, PTEN, PTGS2, RARG, RBL1, RELB, TGFBR2, TNFRSF1A, VEGFA, XPA, XPC 18
cell cycle progression of fibroblasts 1.15E-03 BCL2, CCND1, CCNF, CDC25C, CDKN1A, CDKN1B, FANCA, FANCC, GADD45A, HRAS, ID2, IGF2, INSR, JUNB, PARP2, RBL1, SKP2, XRCC6 18
cell death of organ 1.15E-03 AKT3, CD14, FBN1, GSTZ1 (includes EG:2954), MAP2K5, MED1, MT1E, MT1F, NFE2L1, PTPN1, RXRA, SCG5, SIGIRR, SOCS1, SOD2, STAT1, STAT3, TRAF1 18
skeletal and muscular process of bone 3.21E-03 ACVR1, ADRB2, BCL2, BMP4, CD9, CD81, E2F1, EGR2, ENPP1, FGFR2, GJA1, MMP13, MMP14, PTK2B, RBL1, RSAD2, SMURF1, STAT1 18
attachment of cell lines 4.35E-03 ADAM15, BTC, CD44, CDH13, EFNB1, EGF, EGFR, EGR1, IGF2, ITGA3, ITGA5, ITGA6, LOX, LRP1, PLAU, PLAUR, PLD1, PTGER2 18
cell death of sensory neurons 7.68E-04 BCL2, BDNF, CASP9, CDK5, CDKN2D, CREB1, DLX1, DLX2, GJB2, HIPK2, HTT, KLF7, LRP1, LRPAP1, NFKBIA, PRNP, RELA 17
re-entry into cell division process of cell lines 1.67E-03 BRCA2, CAST, CCND1, CCNE1, CDC25A, CDC25C, CDKN1B, E2F1, E2F2, EGFR, FOXO3, GAS6, HMG20B, ID1, ID2, ID3, SKP2 17
sprouting of normal cells 1.67E-03 ANGPT2, BCL2, BDNF, CDK5R1, COL18A1, CYR61, DCN, EPHB4, GAP43, GDNF, NAB2, NDST1, REM1, RTN4, SPP1, VEGFA, VEGFC 17
morphogenesis of normal cells 2.39E-03 BDNF, COL18A1, CXCL2, EFNB2, EPHB4, GAB1, HGF, NFKB2, NOTCH1, NOTCH4, PTK2B, PVRL2, RELA, SLC1A3, SPR, STC1, VCAM1 17
ossification of tissue 6.19E-03 ACVR1, ADRB2, BCL2, BMP4, E2F1, EGFR, EGR2, ENPP1, FGFR2, FOSL2, GJA1, MMP13, MMP14, PTK2B, RBL1, RSAD2, SMURF1 17
attachment of tumor cell lines 4.63E-04 ADAM15, CD44, CDH13, EFNB1, EGF, EGFR, EGR1, IGF2, ITGA3, ITGA5, ITGA6, LRP1, PLAU, PLAUR, PLD1, PTGER2 16
hyperproliferation of epidermis 7.30E-04 BCL2, CCND1, E2F1, NFKBIA, NOTCH1, PPARD, PTEN, PTGS2, RARG, RBL1, RELB, TFAP2A, TGFBR2, TNFRSF1A, XPA, XPC 16
development of metanephric bud 1.12E-03 AREG, BCL2, BDNF, BMP4, CX3CL1, EYA1, FGFR1, FGFR2, FOXC2, GDNF, GPC3, GREM1, HOXA11, IL11, SLIT2, TIMP2 16
moiety attachment of essential amino acids 1.67E-03 ACVR1B, BCL2, CDK5, DUSP1, HK1, MAPK1, MYLK, PLOD3, PRMT3, PRMT7, SBK1, SGK1, SGK3, SUV39H1, TNKS, TTK 16
initiation of cell division process of eukaryotic cells 2.42E-03 BLNK, CCND1, CCNE1, CDK2, CDK6, CDKN1A, CDKN1B, COPS5, E2F1, E2F2, E2F3, E2F6, GAB1, GATA6, IRS1, SKP2 16
G2 phase of normal cells 4.80E-03 ATF2, CCNG2, CDC25C, ERCC1, FANCC, GADD45A, GPC1, GRB10, HMGN1, IRS1, JUNB, MAP2K6, MBD4, MYBL2, RELA, XPC 16
initiation of S phase of eukaryotic cells 7.35E-05 CCND1, CCNE1, CDK2, CDK6, CDKN1A, CDKN1B, COPS5, E2F1, E2F2, E2F3, E2F6, GAB1, GATA6, IRS1, SKP2 15
cell movement of smooth muscle cells 1.07E-03 CCND1, ENPP2, HGF, IL6ST, LDLR, LOX, MMP2, PLAU, PLAUR, PTPN1, PTPN11, STAT3, THBS1, TRIB1, WISP2 15
hyperplasia of epidermis 1.07E-03 BCL2, CCND1, E2F1, NFKBIA, NOTCH1, PPARD, PTEN, PTGS2, RARG, RBL1, RELB, TGFBR2, TNFRSF1A, XPA, XPC 15
shape change of endothelial cells 1.07E-03 ANGPT2, BCL2, COL18A1, CRK, CYR61, DCN, EFNB1, EPHB4, NAB2, NDST1, PTK2B, REM1, SPP1, VEGFA, VEGFC 15
development of endothelial cell lines 1.63E-03 ATF3, CCL13, CD151, CDKN1B, COL18A1, CYR61, DGKA, ECT2, HGF, MMP2, PTEN, SMOC2, TFAP2A, TIMP2, VEGFA 15
branching of normal cells 2.43E-03 BDNF, BMP4, COL18A1, EGF, FGF10, GAS6, GDNF, HGF, HOXA11, NFKBIA, SMAD1, STX2, TIMP1, TIMP2, VEGFA 15
dilated cardiomyopathy of mice 3.52E-03 ACSL1, CASP8, CAST, CREB1, DICER1, GNAQ, INSR, LMNA, MAP2K5, PPP1CA, PTPN11, RCE1, RXRA, TNNT2, ZMPSTE24 15
entry into cell division process 1.03E-04 CCND1, CDK2, CDKN1A, CDKN1B, E2F1, E2F2, E2F3, ID3, JUNB, PLK2, RBL1, SKP2, 14
dwarfism of mice 9.86E-04 E2F1, EGFR, FGFR1, GGT1, HIP1, HIP1R, HOXA5, ITGA11, LIF, MAP2K6, PTHLH, ROR2, SMPD3, VEGFA 14
entry into cell stage of fibroblast cell lines 9.86E-04 ARAF, CCND1, CCNE1, CDC25A, CDK2, DDX3X, DMTF1, E2F1, E2F3, E2F6, EGF, PPAP2C, PTPN11, SKP2 14
morphology of connective tissue 9.86E-04 CCND1, FMR1, FOXC2, GSN, KIF3A, LTBP4, MMP2, PDGFRA, PRRX1, PRRX2, SMAD1, SOX9, TGFBR2, THBS1 14
entry into cell division process of fibroblast cell lines 1.56E-03 ARAF, CCND1, CCNE1, CDC25A, CDK2, DDX3X, DMTF1, E2F1, E2F3, E2F6, EGF, PPAP2C, PTPN11, SKP2 14
arrest in interphase of connective tissue cells 2.39E-03 ATF2, CCND1, CDC25C, CDKN1A, E2F1, E2F2, E2F3, GADD45A, IGFBP7, MAP2K6, MBD4, MYBL2, RELA, TFDP1 14
G1 phase of bone cancer cell lines 3.54E-03 CCND1, CCNE1, CDK6, CDK5RAP3 (includes EG:80279), CDKN1A, DUSP1, GJA1, GPS2, MNAT1, MTBP, MYBL2, RBL1, RPL23, TOPBP1 14
arrest in interphase of bone cancer cell lines 5.11E-03 CCND1, CCNE1, CDK5RAP3 (includes EG:80279), CDKN1A, DUSP1, GPS2, MAP2K6, MNAT1, MTBP, MYBL2, RBL1, RPL23, TOPBP1, TP53BP1 14
developmental process of 5.11E-03 ADA, CDKN1B, EGF, ENG, ERF, FGFR2, HBEGF, HOPX, JUNB, RXRA, SOX2, SP1, SRF, 14
emigration of leukocytes 5.11E-03 ANXA1, CCL13, CD44, CD99L2, CXCL2, CXCL12, CYTIP, F11R, LAMA5, RELA, SIRPA, SPP1, TNFRSF1A, VCAM1 14
binding of tumor cells 2.79E-04 CD14, CD44, CD47, CXCL12, DAG1, GFRA1, ITGA3, ITGA5, PDIA3, PLAUR, SEMA3B, 13
differentiation of embryonic tissue 8.76E-04 BMP4, CUL7 (includes EG:9820), DAB2, DPPA4, ETS2, FOSL2, HRAS, LIF, MEOX2, NDRG1, RARG, SGPL1, SPHK1 13
morphogenesis of cell lines 1.44E-03 CCND1, CD82, COL18A1, CRK, EGF, GAB1, GDNF, HGF, ITGA6, MMP2, PTEN, TFAP2A, 13
vascularization of cornea 1.44E-03 ADAMTS1, CCL13, COL18A1, CYR61, EGF, HGF, IGF2, IL18, PRL2C2, SERPINF1, THBS1, VEGFA, VEGFC 13
developmental process of 2.29E-03 BDNF, CDK5, CDON, EGR2, ITGA6, LAMC1, MAP2K6, NAB1, NAB2, NF1, NFKBIA, 13
migration of cervical cancer cell lines 3.49E-03 CD151, CXCL2, CXCL12, DCBLD2, EGF, ESR1, GFER, HGF, MYO10, PLD1, SLC9A3R1, TFAP2A, WDR44 13
arrest in interphase of fibroblasts 5.17E-03 ATF2, CCND1, CDC25C, CDKN1A, E2F1, E2F2, E2F3, GADD45A, MAP2K6, MBD4, MYBL2, RELA, TFDP1 13
entry into S phase of 2.00E-04 CCND1, CDK2, CDKN1A, CDKN1B, E2F1, E2F2, E2F3, ID3, JUNB, PLK2, TFDP1, TFE3 12
cell division process of liver 3.97E-04 BCL2, CCND1, CCNE1, E2F2, EGF, EGR1, ERCC1, HGF, INSR, PTPRF, SKP2, VEGFA 12
cell death of liver 7.33E-04 CD14, GSTZ1 (includes EG:2954), MED1, MT1E, MT1F, NFE2L1, PTPN1, RXRA, SCG5, SIGIRR, SOCS1, SOD2 12
follicular thyroid carcinoma 7.33E-04 ADAMTS1, ANGPT2, EFNB2, EGFR, ENG, EPHB4, FGFR1, ITGA5, MMP2, PTTG1, SPP1, 12
endochondral ossification 1.28E-03 ATF2, COL1A1, CTGF, E2F1, HSPG2 (includes EG:3339), MEF2C, MMP14, NAB1, NAB2, PEX7, PTHLH, SMURF1 12
organization of collagen fibrils 1.28E-03 ADAMTS2, ATP7A, COL1A1, COL3A1, COL5A1, COL5A2, FOXC2, LOX, NF1, SERPINH1, 12
entry into S phase of fibroblast 2.12E-03 ARAF, CCND1, CDC25A, DDX3X, DMTF1, E2F1, E2F3, E2F6, EGF, PPAP2C, PTPN11, 12
formation of tumor cell lines 2.12E-03 CDKN1A, COL18A1, EGR1, FZD1, GNAO1, GNAQ, HRAS, KIF23, LIMK1, RGS12, 12
necrosis of organ 2.12E-03 CD14, GSTZ1 (includes EG:2954), MED1, MT1E, MT1F, NFE2L1, RXRA, SCG5, SIGIRR, SOCS1, SOD2, TRAF1 12
invasion of pancreatic cancer 3.36E-03 ADM, CTSD, EGF, EPHA2, GDNF, HGF, NRP1, PLAT, PLAU, SEL1L, TIMP1, TIMP2 12
sprouting of endothelial cells 3.36E-03 ANGPT2, BCL2, COL18A1, CYR61, DCN, EPHB4, NAB2, NDST1, REM1, SPP1, VEGFA, 12
phosphorylation of L-threonine 5.13E-03 ACVR1B, BCL2, CDK5, DUSP1, HK1, MAPK1, MYLK, SBK1, SGK1, SGK3, TNKS, TTK 12
shape change of epithelial 1.63E-05 CRK, CRKL, EGF, FBN1, FGFR1, GSN, HGF, ITGA3, LAMA5, STAT3, TIAM1 11
migration of microvascular 2.75E-04 ADM, COL18A1, EFNB2, FOXC2, GAB1, RECK, TGFBR2, TIMP1, TIMP2, VAV3, VEGFA 11
G2 phase of connective tissue 5.61E-04 ATF2, CDC25C, GADD45A, GRB10, HMGN1, IRS1, JUNB, MAP2K6, MBD4, MYBL2, 11
apoptosis of sensory neurons 5.61E-04 CASP9, CDKN2D, CREB1, DLX1, DLX2, HIPK2, KLF7, LRP1, LRPAP1, PRNP, RELA 11
binding of cancer cells 5.61E-04 CD44, CXCL12, DAG1, GFRA1, ITGA3, ITGA5, PDIA3, PLAUR, SEMA3B, THBS1, VCAM1 11
necrosis of liver 5.61E-04 CD14, GSTZ1 (includes EG:2954), MED1, MT1E, MT1F, NFE2L1, RXRA, SCG5, SIGIRR, 11
proliferation of neuronal 1.06E-03 BDNF, CDON, CFL1, CNR1, E2F1, E2F3, EGF, GDNF, NCAM1, VEGFA, WNT7B 11
morphogenesis of endothelial 1.87E-03 COL18A1, CXCL2, EFNB2, EPHB4, HGF, NOTCH1, NOTCH4, PTK2B, RELA, STC1, 11
morphology of bone 3.11E-03 CCND1, FMR1, FOXC2, KIF3A, MMP2, PDGFRA, PRRX1, PRRX2, SMAD1, TGFBR2, 11
trafficking of leukocytes 3.11E-03 ANXA1, AOC3, CCL5, CCL13, CD44, CXCL10, CXCL13, ENPP2, NEDD9, NT5E, 11
Ehlers-Danlos syndrome 5.64E-05 ADAMTS2, ADAMTS4, ATP7A, COL1A1, COL3A1, COL5A1, COL5A2, TNXB, ZMPSTE24, 10
chemotaxis of neurons 1.57E-04 BDNF, CXCL12, EFNB1, GDNF, GFRA1, NRP2, RGS3, SEMA3A, SEMA3F, SLIT2 10
G2 phase of fibroblasts 7.90E-04 ATF2, CDC25C, GADD45A, GRB10, HMGN1, JUNB, MAP2K6, MBD4, MYBL2, RELA 10
initiation of S phase of cell 7.90E-04 CDK6, CDKN1A, CDKN1B, COPS5, E2F1, E2F2, E2F3, E2F6, GATA6, IRS1 10
cell division process of 1.53E-03 BCL2, CCND1, CCNE1, E2F2, EGF, ERCC1, HGF, INSR, PTPRF, SKP2 10
expression of E2F binding site 2.73E-03 CCND1, E2F1, E2F2, E2F3, E2F6, RBL1, REEP5, SP1, TFDP1, TFDP2 10
gastrulation of mice 2.73E-03 ACVR1, DAB2, EXT2, HTT, LAMA5, NUP98, SCXB, SMAD2, SRF, TJP2 10
hyperactive behavior of mice 2.73E-03 BDNF, CLOCK, DKK3, FGFR1, FMR1, FXR2, GABBR1, HTT, LRP1, TGFBR2 10
size of thymus gland 4.59E-03 B4GALNT1, CCND1, CDKN1B, HOXA9, JAK3, MAD1L1, MGMT, MLH1, SOCS1, VCAM1 10
attachment of connective 1.91E-04 BCAR1, HRAS, LRP1, LRPAP1, MMP2, PTK2B, TGFBI, THBS2, TIMP2 9
chemotaxis of axons 1.91E-04 ARTN, BDNF, NRP1, NRP2, PICK1, SEMA3A, SEMA3B, SEMA3F, SLIT2 9
neurological disorder of nerves 2.20E-03 B4GALNT1, BACE1, DAG1, ITGB4, MYD88, NDRG1, PMP22, SPG7, TLR2 9
transcription of E2F binding 2.20E-03 E2F1, E2F2, E2F3, E2F6, RBL1, REEP5, SP1, TFDP1, TFDP2 9
cell spreading of epithelial 2.16E-04 CRK, CRKL, FBN1, HGF, ITGA3, LAMA5, STAT3, TIAM1 8
attachment of fibroblasts 6.33E-04 BCAR1, HRAS, LRP1, LRPAP1, MMP2, TGFBI, THBS2, TIMP2 8
growth of fibrosarcoma cell 6.33E-04 CDKN1A, EGR1, HGF, IL18, PLAU, RELA, SDC2, STAT1 8
maturation of blood vessel 6.33E-04 ANGPT2, CDH5, ENPP2, ETV6, FOXO3, MMP2, RECK, VEGFA 8
chemotaxis of brain cells 1.52E-03 BDNF, CXCL12, EFNB1, NRP2, RGS3, SEMA3A, SEMA3F, SLIT2 8
survival of gonadal cell lines 1.52E-03 ANTXR1, ANTXR2, ATP7A, BCL2, ITGA5, MGMT, RAD51C, XRCC1 8
apoptosis of heart cell lines 5.88E-03 ANKRD1, BCL2, BNIP2, DDIT3, HGF, IL18, SPHK1, TXNIP 8
branching morphogenesis of 5.88E-03 CRK, EFNB2, EGF, EPHB4, GAB1, GDNF, HGF, NOTCH1 8
cell viability of neuroblastoma 5.88E-03 BCL2, DPP3, GPC1, HMOX1, P4HB, PRNP, SNCA, SQSTM1 8
proliferation of skin cancer cell 5.88E-03 CDKN1A, CDKN1B, CRK, EGF, HGF, PTCH1, PTGER2, THBS1 8
cell division process of kidney 7.62E-04 CDKN1A, CDKN1B, CXCL10, EGF, ITGB4, MAPK1, PTGS2 7
developmental process of 7.62E-04 BMP4, CUL7 (includes EG:9820), ETS2, F2RL1, MAPK1, NDRG1, PBRM1 7
activation of E2F binding site 2.04E-03 CDCA4, E2F1, E2F2, E2F3, E2F6, RBL1, TFDP1 7
developmental disorder of 2.04E-03 BTRC, CDKN1B, E2F1, EGFR, ESR1, FGF10, PAK1 7
diabetic retinopathy 2.04E-03 AKR1B1, HGF, PTGS1, PTGS2, SERPINF1, VCAM1, VEGFA 7
initiation of S phase of 2.04E-03 COPS5, E2F1, E2F2, E2F3, E2F6, GATA6, IRS1 7
neurological disorder of sciatic 2.04E-03 DAG1, ITGB4, MYD88, NDRG1, PMP22, SPG7, TLR2 7
quantity of caveolae 2.04E-03 DAB2, EGF, EGFR, HRAS, PIP5K1B, SYNJ2, VEGFA 7
G2/M phase transition of 4.49E-03 ATF2, CDC25C, GADD45A, IRS1, JUNB, MBD4, RELA 7
binding of vesicles 4.49E-03 ACTR1A, DCTN4, DCTN6, GGA2, MYO5A, RBP1, SNCA 7
development of lymphoid 4.49E-03 CXCL13, ID2, MAP3K14, NFKB2, RELA, RELB, TNFRSF1A 7
scattering of tumor cell lines 4.49E-03 CRK, EGF, EGFR, ETV5, GDNF, HGF, MMP14 7
transactivation of E2F binding 1.45E-04 CDCA4, E2F1, E2F2, E2F3, E2F6, TFDP1 6
apoptosis of germ cell tumor 8.13E-04 BCL2, CCNG1, CDKN1B, CXCL12, GATA4, MEF2C 6
cell division process of 8.13E-04 CDKN1B, CXCL10, EGF, ITGB4, MAPK1, PTGS2 6
degradation of Gelatin 8.13E-04 ADAM12, ADAM15, CSPG4, MMP14, MMP16, TIMP3 6
biosynthesis of chondroitin 2.62E-03 B4GALNT1, CHST3, CHST7, CHST11, CHST12, CSGALNACT1 6
cell movement of skin cancer 2.62E-03 CD151, EGF, FIGF, HGF, ITGA6, ITGB4 6
chemorepulsion of neurites 2.62E-03 NRP1, NRP2, SEMA3A, SEMA3B, SEMA3F, SLIT2 6
degeneration of myofiber 2.62E-03 CD9, CD81, CUGBP1, DTNA, PLAU, STRA13 6
initiation of S phase of 2.62E-03 CCND1, CCNE1, CDK2, GAB1, IRS1, SKP2 6
neurological process of brain 2.62E-03 BDNF, DLG4, MYO5A, RBL1, THBS1, THBS2 6
organic aciduria 2.62E-03 BCKDHA, BCKDHB, DBT, DLD, MLYCD, SOD2 6
shape change of dermal cells 2.62E-03 EGF, FBN1, GSN, ITGA3, STAT3, TIAM1 6
termination of cell cycle 2.62E-03 CDKN1A, CDKN1B, CDKN2C, E2F1, ID2, TFDP1 6
termination of cell division 2.62E-03 CDKN1A, CDKN1B, CDKN2C, E2F1, ID2, TFDP1 6
G0 phase of fibroblast cell 6.33E-03 BMP4, CCNE1, CDKN1A, CDKN1B, COPS5, PVR 6
G2/M phase transition of 6.33E-03 ATF2, CDC25C, GADD45A, JUNB, MBD4, RELA 6
adhesion of lung cancer cell 6.33E-03 ADAM9, B4GALT1, CXCL12, SEMA3F, THBS1, VCAM1 6
chemoattraction of neurons 6.31E-04 CXCL12, EFNB1, GDNF, GFRA1, RGS3 5
chemotaxis of skin cancer cell 6.31E-04 CD151, EGF, FIGF, ITGA6, ITGB4 5
cell cycle progression of 3.06E-03 CCND1, CCNE1, E2F2, EGF, SKP2 5
demyelination of nerves 3.06E-03 B4GALNT1, DAG1, ITGB4, NDRG1, PMP22 5
quantity of clathrin-coated pits 3.06E-03 DAB2, EGF, EGFR, PIP5K1B, SYNJ2 5
renal lesion 3.06E-03 EGFR, MT1E, MT1F, PLAT, TSC2 5
tubulo-interstitial fibrosis of 3.06E-03 C3, CD59A, MMP2, PTHLH, SKP2 5
assembly of sarcomere 2.76E-03 CAMK2D, GATA4, HBEGF, LIF 4
demyelination of sciatic nerve 2.76E-03 DAG1, ITGB4, NDRG1, PMP22 4
developmental process of 2.76E-03 E2F1, GAB1, SRF, STC1 4
differentiation of glial 2.76E-03 BMP4, EGFR, EIF2B5, NOTCH1 4
differentiation of primitive 2.76E-03 HRAS, RARG, SGPL1, SPHK1 4
differentiation of trophoblast 2.76E-03 BMP4, CUL7 (includes EG:9820), ETS2, NDRG1 4
formation of endodermal cells 2.76E-03 FZD1, GNAO1, GNAQ, SMAD2 4
hypoplasia of exocrine gland 2.76E-03 BTRC, CDKN1B, ESR1, FGF10 4
loss of mesencephalic neurons 2.76E-03 BDNF, CASP8, CASP9, GDNF 4
maple syrup urine disease, 2.76E-03 BCKDHA, BCKDHB, DBT, DLD 4
transformation of embryonic 2.76E-03 FGFR1, FGFR2, HAS2, HRAS 4
© 2000-2009 Ingenuity
Systems, Inc. All rights

P-values are from IPA Tool. The criteria applied for the search of major biological function categories were maximum number of genes and the P-value of significa

Table S4.

Gene sets Identified by GSEA

Specific genes enriched in Klf4-null MEFs
NAME PROBE RUNNING ES CORE ENRICHMENT
BILE_ACID_BIOSYNTHESIS
row_17 AKR1D1 -0.492 Yes
row_18 SOAT2 -0.471 Yes
row_19 ALDH2 -0.405 Yes
row_20 ADH7 0.001 Yes
ZUCCHI_EPITHELIAL_DN
row_18 STRN4 -0.597 Yes
row_19 PPM1G -0.591 Yes
row_20 PDLIM1 -0.550 Yes
row_21 ANXA1 -0.480 Yes
row_22 PICALM -0.363 Yes
row_23 CXCL1 -0.195 Yes
row_24 AREG 0.001 Yes
CROONQUIST_IL6_RAS_U
row_17 CCL4 -0.468 Yes
row_18 CCL5 0.001 Yes
HSA04640_HEMATOPOIETIC_CELL_LINEAGE
row_57 ITGA6 -0.469 Yes
row_58 CSF1 -0.461 Yes
row_59 CD9 -0.459 Yes
row_60 CD44 -0.392 Yes
row_61 CD34 -0.310 Yes
row_62 ITGA5 -0.222 Yes
row_63 CD14 -0.123 Yes
row_64 ITGA3 0.005 Yes
BCRPATHWAY
row_25 VAV1 -0.508 Yes
row_26 BTK -0.507 Yes
row_27 RAC1 -0.484 Yes
row_28 MAPK3 -0.476 Yes
row_29 CALM2 -0.433 Yes
row_30 JUN -0.387 Yes
row_31 PPP3CA -0.335 Yes
row_32 BLNK 0.001 Yes
LEE_MYC_E2F1_DN
row_44 ABCD3 -0.489 Yes
row_45 IGF1 -0.479 Yes
row_46 G0S2 -0.481 Yes
row_47 CYP7B1 -0.460 Yes
row_48 MCM10 -0.440 Yes
***
row_49 PXMP2 -0.421 Yes
row_50 ELOVL5 -0.396 Yes
row_51 RGS16 -0.326 Yes
row_52 EGFR -0.206 Yes
row_53 NETO2 0.001 Yes
HSA04012_ERBB_SIGNALING_PATHWAY
row_67 EREG -0.415 Yes
row_68 ERBB2 -0.408 Yes
row_69 CAMK2B -0.410 Yes
row_70 AKT2 -0.402 Yes
row_71 MAP2K4 -0.386 Yes
row_72 MAPK3 -0.373 Yes
row_73 PAK3 -0.357 Yes
row_74 EIF4EBP1 -0.344 Yes
row_75 JUN -0.328 Yes
row_76 SRC -0.310 Yes
row_77 ARAF -0.304 Yes
row_78 PAK1 -0.269 Yes
row_79 HBEGF -0.209 Yes
row_80 EGFR -0.137 Yes
row_81 AREG 0.000 Yes
ZHAN_PCS_MULTIPLE_MYELOMA_SPKD
row_16 IFIT3 -0.671 Yes
row_17 CTGF -0.614 Yes
row_18 LGALS3BP -0.484 Yes
row_19 TSPAN7 -0.257 Yes
row_20 AREG 0.000 Yes
HSA04140_REGULATION_OF_AUTOPHAGY
row_18 PRKAA1 -0.532 Yes
row_19 ULK2 -0.509 Yes
row_20 GABARAPL1 -0.463 Yes
row_21 PIK3R4 -0.389 Yes
row_22 ATG3 0.005 Yes
HSA04940_TYPE_I_DIABETES_MELLITUS
row_15 CPE -0.377 Yes
row_16 FAS -0.360 Yes
row_17 HSPD1 -0.336 Yes
row_18 ICA1 0.007 Yes
POMEROY_DESMOPLASIC_VS_CLASSIC_MD_DN
row_31 NUCB1 -0.430 Yes
row_32 SFRS2IP -0.404 Yes
row_33 PSMB5 -0.347 Yes
row_34 CRABP2 0.000 Yes
LEE_MYC_TGFA_DN
row_45 G0S2 -0.535 Yes
row_46 CYP7B1 -0.516 Yes
row_47 MCM10 -0.500 Yes
row_48 PXMP2 -0.484 Yes
row_49 ELOVL5 -0.464 Yes
row_50 RGS16 -0.404 Yes
row_51 EGFR -0.298 Yes
row_52 PTP4A3 -0.184 Yes
row_53 NETO2 0.001 Yes
HSA00760_NICOTINATE_AND_NICOTINAMIDE_METABOLISM
row_17 NT5C2 -0.620 Yes
row_18 NNMT -0.478 Yes
row_19 ENPP1 -0.242 Yes
row_20 NT5E 0.007 Yes
CELL_MOTILITY
row_36 FLNA -0.457 Yes
row_37 BCL9L -0.451 Yes
row_38 ACTN4 -0.429 Yes
row_39 MSN -0.411 Yes
row_40 F2R -0.383 Yes
row_41 THBS1 -0.353 Yes
row_42 F11R -0.330 Yes
row_43 ANXA1 -0.293 Yes
row_44 CTGF -0.250 Yes
row_45 CXCL10 -0.194 Yes
row_46 ENPP2 -0.109 Yes
row_47 CCL5 0.002 Yes
TYROSINE_METABOLISM
row_24 ALDH3B1 -0.410 Yes
row_25 FAH -0.308 Yes
row_26 ADH7 0.001 Yes
INFLAMMATORY_RESPONSE_PATHWAY
row_10 THBS1 -0.678 Yes
row_11 LAMC1 -0.564 Yes
row_12 LCK -0.436 Yes
row_13 LAMA5 -0.264 Yes
row_14 COL3A1 0.011 Yes
HSA04060_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION
row_176 ACVR1B -0.461 Yes
row_177 CCL27 -0.457 Yes
row_178 TSLP -0.454 Yes
row_179 TNFSF4 -0.452 Yes
row_180 CSF1 -0.450 Yes
row_181 TNFSF11 -0.446 Yes
row_182 LTBR -0.441 Yes
row_183 IL23A -0.438 Yes
row_184 CXCR6 -0.433 Yes
row_185 IL17RA -0.435 Yes
row_186 TGFB2 -0.434 Yes
row_187 EDA2R -0.429 Yes
row_188 IL18RAP -0.426 Yes
row_189 TGFB1 -0.420 Yes
row_190 TNFRSF10B -0.413 Yes
row_191 ACVR1 -0.410 Yes
row_192 IL12RB1 -0.413 Yes
row_193 LIF -0.401 Yes
row_194 TNFRSF9 -0.392 Yes
row_195 IFNGR1 -0.377 Yes
row_196 HGF -0.362 Yes
row_197 CCL7 -0.346 Yes
row_198 VEGFA -0.329 Yes
row_199 CX3CL1 -0.312 Yes
row_200 VEGFC -0.288 Yes
row_201 EGFR -0.262 Yes
row_202 CXCL10 -0.234 Yes
row_203 TGFBR2 -0.203 Yes
row_204 CXCL12 -0.168 Yes
row_205 IL6ST -0.130 Yes
row_206 CCL2 -0.091 Yes
row_207 CXCL1 -0.047 Yes
row_208 CCL5 0.001 Yes
UVC_LOW_C2_DN
row_12 MYO10 -0.534 Yes
row_13 SLIT2 -0.362 Yes
row_14 CXCL12 0.004 Yes
CELL_SURFACE_RECEPTOR_LINKED_SIGNAL_TRANSDUCTION
row_98 ARHGEF2 -0.460 Yes
row_99 ISGF3G -0.451 Yes
row_100 IL18RAP -0.454 Yes
row_101 TNFRSF10B -0.445 Yes
row_102 FLNA -0.437 Yes
row_103 ECGF1 -0.428 Yes
row_104 IL12RB1 -0.416 Yes
row_105 LIF -0.397 Yes
row_106 RAMP2 -0.380 Yes
row_107 HGF -0.355 Yes
row_108 STC2 -0.330 Yes
row_109 STC1 -0.303 Yes
row_110 ANXA1 -0.274 Yes
row_111 CD14 -0.241 Yes
row_112 LY6E -0.200 Yes
row_113 CXCL10 -0.157 Yes
row_114 ADRB2 -0.113 Yes
row_115 IL6ST -0.057 Yes
row_116 CCL2 0.003 Yes
HSA04620_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY
row_73 RAC1 -0.500 Yes
row_74 CCL4 -0.495 Yes
row_75 NFKB1 -0.497 Yes
row_76 TLR8 -0.489 Yes
row_77 CHUK -0.491 Yes
row_78 AKT2 -0.487 Yes
row_79 MAP2K4 -0.476 Yes
row_80 MAP2K3 -0.466 Yes
row_81 MAPK3 -0.455 Yes
row_82 IRAK1 -0.448 Yes
row_83 TRAF3 -0.435 Yes
row_84 JUN -0.426 Yes
row_85 RELA -0.416 Yes
row_86 CASP8 -0.405 Yes
row_87 TLR2 -0.396 Yes
row_88 SPP1 -0.375 Yes
row_89 NFKBIA -0.358 Yes
row_90 NFKB2 -0.324 Yes
row_91 CD14 -0.277 Yes
row_92 MAPK12 -0.223 Yes
row_93 CXCL10 -0.166 Yes
row_94 MAPK13 -0.094 Yes
row_95 CCL5 0.001 Yes
HSA04340_HEDGEHOG_SIGNALING_PATHWAY
row_41 CSNK1G1 -0.586 Yes
row_42 STK36 -0.586 Yes
row_43 RAB23 -0.586 Yes
row_44 GLI3 -0.580 Yes
row_45 SUFU -0.567 Yes
row_46 PTCH1 -0.552 Yes
row_47 WNT3A -0.532 Yes
row_48 BTRC -0.530 Yes
row_49 WNT10A -0.496 Yes
row_50 WNT10B -0.426 Yes
row_51 WNT9A -0.321 Yes
row_52 BMP4 -0.164 Yes
row_53 WNT7B 0.002 Yes
GO_ROS
row_22 LTC4S -0.524 Yes
row_23 STK25 -0.488 Yes
row_24 PDLIM1 -0.416 Yes
row_25 DUSP1 -0.279 Yes
row_26 CCL5 0.001 Yes
LEE_E2F1_DN
row_43 MCM10 -0.485 Yes
row_44 PXMP2 -0.473 Yes
row_45 ELOVL5 -0.457 Yes
row_46 ITPR1 -0.424 Yes
row_47 GSTO1 -0.386 Yes
row_48 EGFR -0.305 Yes
row_49 PPCS -0.166 Yes
row_50 NETO2 0.001 Yes
Specific genes enriched in wild type MEFs
PROSTAGLANDIN_AND_LEUKOTRIENE_METABOLISM
row_0 PTGIS 0.276 Yes
row_1 CBR3 0.497 Yes
row_2 PTGS1 0.628 Yes
INTRINSICPATHWAY
row_0 PROS1 0.255 Yes
row_1 COL4A6 0.502 Yes
row_2 COL4A5 0.659 Yes
HSA04612_ANTIGEN_PROCESSING_AND_PRESENTATION
row_0 TAP2 0.277 Yes
row_1 LGMN 0.401 Yes
row_2 PSME1 0.432 Yes
row_3 TAP1 0.448 Yes
row_4 CIITA 0.480 Yes
row_5 HSP90AA1 0.514 Yes
LAL_KO_3MO_UP
row_0 PLA2G7 0.221 Yes
row_1 GPNMB 0.426 Yes
row_2 TREM2 0.487 Yes
row_3 FKBP5 0.478 Yes
row_4 SLC40A1 0.507 Yes
GH_AUTOCRINE_UP
row_0 ID3 0.053 Yes
row_1 SCAMP5 0.104 Yes
row_2 ALCAM 0.154 Yes
row_3 IGFBP7 0.193 Yes
row_4 COL4A6 0.232 Yes
row_5 TLE2 0.267 Yes
row_6 BLVRB 0.295 Yes
row_7 GRIA1 0.324 Yes
row_8 SFXN5 0.344 Yes
row_9 ID1 0.368 Yes
row_10 PPA2 0.386 Yes
row_11 VTI1A 0.391 Yes
row_12 UQCR 0.394 Yes
row_13 ADK 0.408 Yes
row_14 MOBKL2B 0.420 Yes
row_15 SPATA7 0.429 Yes
row_16 MRPL28 0.431 Yes
row_17 SH3KBP1 0.439 Yes
row_18 CFL2 0.442 Yes
row_19 BSG 0.444 Yes
row_20 MOGAT2 0.451 Yes
row_21 SSR4 0.459 Yes
row_22 SAR1B 0.465 Yes
row_23 PIR 0.467 Yes
row_24 AXL 0.469 Yes
row_25 GMPR 0.475 Yes
row_26 PSMB2 0.481 Yes
row_27 SLC43A1 0.485 Yes
row_28 GPR12 0.482 Yes
row_29 G3BP 0.488 Yes
HSA02010_ABC_TRANSPORTERS_GENERAL
row_0 TAP2 0.192 Yes
row_1 ABCD4 0.294 Yes
row_2 ABCA3 0.353 Yes
row_3 ABCC10 0.418 Yes
row_4 ABCC5 0.465 Yes
row_5 ABCC3 0.503 Yes
row_6 ABCA7 0.534 Yes
row_7 TAP1 0.540 Yes
IL2RBPATHWAY
row_0 JAK3 0.217 Yes
row_1 SOCS3 0.274 Yes
row_2 MAPK1 0.353 Yes
row_3 SOCS1 0.429 Yes
row_4 IRS1 0.499 Yes
row_5 CRKL 0.545 Yes
SMITH_HCV_INDUCED_HCC_UP
row_0 GSTA4 0.309 Yes
row_1 SDHC 0.378 Yes
row_2 PMVK 0.386 Yes
row_3 PDCD5 0.416 Yes
row_4 PIR 0.450 Yes
row_5 IMPA2 0.469 Yes
row_6 COPS5 0.485 Yes
row_7 ANXA7 0.510 Yes
row_8 NOLA2 0.523 Yes
HOX_GENES
row_0 HOXD4 0.092 Yes
row_1 HOXB5 0.176 Yes
row_2 HOXA5 0.251 Yes
row_3 HOXA2 0.319 Yes
row_4 MEIS1 0.376 Yes
row_5 PRRX1 0.414 Yes
row_6 HOXA7 0.461 Yes
row_7 HOXD3 0.500 Yes
NI2_LUNG_DN
row_0 TRAP1 0.257 Yes
row_1 CEBPD 0.470 Yes
row_2 ABCC3 0.584 Yes
row_3 LGTN 0.639 Yes
row_4 HSP90AA1 0.702 Yes
MAGRANGEAS_MULTIPLE_MYELOMA_IGL_VS_IGK_DN
row_0 GSTM5 0.178 Yes
row_1 TJP2 0.328 Yes
row_2 SMARCA1 0.407 Yes
row_3 CSNK2A2 0.466 Yes
row_4 UBE4A 0.503 Yes
HSA04630_JAK_STAT_SIGNALING_PATHWAY
row_0 JAK3 0.054 Yes
row_1 SOCS2 0.111 Yes
row_2 IL11 0.166 Yes
row_3 OSMR 0.214 Yes
row_4 STAT3 0.253 Yes
row_5 IFNGR2 0.270 Yes
row_6 SOCS3 0.281 Yes
row_7 CCND2 0.300 Yes
row_8 SOCS1 0.319 Yes
row_9 CTF1 0.338 Yes
row_10 SOCS5 0.358 Yes
row_11 GHR 0.369 Yes
row_12 PIK3R2 0.382 Yes
row_13 CISH 0.392 Yes
row_14 SPRY4 0.406 Yes
row_15 IL15 0.398 Yes
row_16 SPRY3 0.408 Yes
row_17 STAT1 0.418 Yes
row_18 CCND1 0.426 Yes
row_19 PIAS4 0.429 Yes
row_20 AKT3 0.435 Yes
row_21 CREBBP 0.441 Yes
row_22 PIK3R5 0.437 Yes
row_23 GRB2 0.442 Yes
row_24 LEPR 0.449 Yes
row_25 IFNAR2 0.440 Yes
row_26 PIAS3 0.438 Yes
row_27 JAK2 0.443 Yes
row_28 EPO 0.448 Yes
row_29 CBLB 0.447 Yes
row_30 TYK2 0.451 Yes
GLUTATHIONE_METABOLISM
row_0 GSTA4 0.165 Yes
row_1 GSTM2 0.297 Yes
row_2 IDH1 0.384 Yes
row_3 GSTM5 0.469 Yes
row_4 GSTM1 0.555 Yes
row_5 GSTZ1 0.625 Yes
row_6 GSTO2 0.699 Yes
HSA03022_BASAL_TRANSCRIPTION_FACTORS
row_0 GTF2H4 0.132 Yes
row_1 GTF2F2 0.182 Yes
row_2 TAF13 0.264 Yes
row_3 TBPL2 0.333 Yes
row_4 GTF2E1 0.375 Yes
row_5 TAF7L 0.420 Yes
row_6 TAF9B 0.466 Yes
row_7 GTF2I 0.511 Yes
row_8 GTF2H3 0.528 Yes
row_9 TAF6L 0.562 Yes
row_10 GTF2A1 0.583 Yes
SPPAPATHWAY
row_0 PTGS1 0.273 Yes
row_1 GNB1 0.391 Yes
row_2 MAPK1 0.500 Yes
TNFALPHA_TGZ_ADIP_DN
row_0 IDH1 0.218 Yes
row_1 ALAD 0.362 Yes
row_2 RGS2 0.495 Yes
row_3 IDH3G 0.591 Yes
row_4 CDKN2C 0.662 Yes
ADIP_HUMAN_UP
row_0 ADORA2B 0.136 Yes
row_1 ALDH6A1 0.247 Yes
row_2 LPL 0.345 Yes
row_3 RXRA 0.383 Yes
row_4 ACSL1 0.381 Yes
row_5 CRYAB 0.410 Yes
row_6 PFKFB3 0.437 Yes
row_7 LYPLA1 0.465 Yes
row_8 RXRB 0.469 Yes
row_9 KCNH2 0.483 Yes
row_10 LBP 0.476 Yes
row_11 CTSG 0.464 Yes
row_12 GPD1 0.475 Yes
row_13 DGAT1 0.482 Yes
row_14 PLCD1 0.490 Yes
row_15 ATP8A2 0.496 Yes
row_16 ABCE1 0.499 Yes
row_17 FABP5 0.493 Yes
row_18 SMARCB1 0.499 Yes
ERKPATHWAY
row_0 STAT3 0.180 Yes
row_1 PDGFRA 0.290 Yes
row_2 GNB1 0.401 Yes
BRCA1_SW480_DN
row_0 GRB10 0.390 Yes
row_1 COL16A1 0.462 Yes
row_2 RXRB 0.475 Yes
row_3 BAX 0.486 Yes
row_4 SEMA3B 0.515 Yes
row_5 GRB2 0.537 Yes
row_6 PIN1 0.555 Yes
NF90_DN
row_0 SLC1A3 0.276 Yes
row_1 CXCR7 0.355 Yes
row_2 IRX5 0.449 Yes
row_3 ASNS 0.485 Yes
row_4 RAD52 0.514 Yes
row_5 CUGBP2 0.545 Yes
row_6 AXL 0.567 Yes
row_7 CREBBP 0.589 Yes
row_8 NMT1 0.606 Yes
row_9 GAL 0.606 Yes
row_10 POLD2 0.612 Yes
HSA04742_TASTE_TRANSDUCTION
row_0 TAS1R2 0.322 Yes
row_1 GNB1 0.410 Yes
row_2 PRKX 0.461 Yes
row_3 TAS1R3 0.452 Yes
row_4 PRKACA 0.485 Yes
ET743PT650_COLONCA_DN
row_0 ALCAM 0.180 Yes
row_1 TIAM1 0.255 Yes
row_2 ID1 0.339 Yes
row_3 COMMD1 0.394 Yes
row_4 ATBF1 0.438 Yes
HSA00590_ARACHIDONIC_ACID_METABOLISM
row_0 PTGIS 0.192 Yes
row_1 CBR3 0.345 Yes
row_2 PTGS1 0.434 Yes
STAEGE_EFTS_UP
row_0 CYP26B1 0.191 Yes
row_1 CCK 0.337 Yes
row_2 KCNAB3 0.410 Yes
row_3 EGR2 0.436 Yes
row_4 TMEM29 0.462 Yes
row_5 CCND1 0.484 Yes
row_6 ZDHHC21 0.492 Yes
row_7 CLEC11A 0.499 Yes

The criteria for the GSEA analysis was P < 0.05 and false discovery rate (FDR) <25%.

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