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This regulatory network was inferred from the input dataset. The miRNAs and mRNAs are presented as round and rectangle nodes respectively. The numerical value popped up upon mouse over the gene node is the log2 transformed fold-change of the gene expression between the two groups. All of the nodes are clickable, and the detailed information of the miRNAs/mRNAs and related cancer pathway will be displayed in another window. The edges between nodes are supported by both interactions (predicted or experimentally verified) and correlations learnt from cancer dataset. The numerical value popped up upon mouse over the edge is the correlation beat value (effect size) between the two nodes. The experimental evidences of the edges reported in previous cancer studies are highlighted by red/orange color. All of these information can be accessed by the "mouse-over" action. This network shows a full map of the miRNA-mRNA regulation of the input gene list(s), and the hub miRNAs (with the high network degree/betweenness centrality) would be the potential cancer drivers or tumor suppressors. The full result table can be accessed in the "Regulations" tab.

"miRNACancerMAP" is also a network visualization tool for users to draw their regulatory network by personal customization. Users can set the complexity of the network by limiting the number of nodes or edges. And the color of the nodes can be defined by different categories of the mRNAs and miRNAs, such as Gene-Ontology, pathway, and expression status. Users can also select to use network degree or network betweenness centrality to define the node size. And edges can be black or colored by the correlation. Purple edge means negative correlation (mostly found between miRNA and mRNA), and blue edge means positive correlation (found in PPI or miRNA-miRNA sponge effect). We can also add the protein-protein interactions (PPI) into the network. This result will show the cluster of genes regulated by some specific miRNAs. Additionally, miRNA-miRNA edges can be added by the "miRNA sponge" button, presenting some clusters of miRNAs that have the interactions via sponge effect.

miRNA-gene regulations

(Download full result)

Num microRNA           Gene miRNA log2FC miRNA pvalue Gene log2FC Gene pvalue Interaction Correlation beta Correlation P-value PMID Reported in cancer studies
1 hsa-miR-15b-3p ABL1 3.58 0 -1.72 0 MirTarget -0.13 0.00015 NA
2 hsa-miR-15b-5p ABL1 3.32 0 -1.72 0 mirMAP -0.11 0.00854 NA
3 hsa-miR-16-5p ABL1 2.94 0 -1.72 0 mirMAP -0.11 0.00756 NA
4 hsa-miR-30e-5p ABL1 0.78 0.03467 -1.72 0 MirTarget; miRNATAP -0.18 0.00086 NA
5 hsa-miR-203a-3p ATM 6.35 0 -0.66 0.11688 MirTarget -0.11 0 24145123; 27542403 miR 203 induces oxaliplatin resistance in colorectal cancer cells by negatively regulating ATM kinase; In silico analysis identified ataxia telangiectasia mutated ATM a primary mediator of the DNA damage response as a potential target of miR-203; Using TCGA database we identified a significant reverse correlation of miR-203 and ATM expression in CRC tissues; We validated ATM as a bona fide target of miR-203 in CRC cells; Mutation of the putative miR-203 binding site in the 3' untranslated region 3'UTR of the ATM mRNA abolished the inhibitory effect of miR-203 on ATM;MiR 203 inhibits tumor invasion and metastasis in gastric cancer by ATM; Our results showed that miR-203 was significantly downregulated in gastric cancer tissues and cells while ataxia telangiectasia mutated kinase ATM was upregulated in gastric cancer tissues and cells and was directly regulated by miR-203; ATM knockdown phenocopied the effect of miR-203 overexpression
6 hsa-miR-27a-5p ATM 1.45 0.03942 -0.66 0.11688 MirTarget -0.12 0.00046 NA
7 hsa-miR-30e-3p ATM -0.04 0.93258 -0.66 0.11688 mirMAP -0.16 0.0051 NA
8 hsa-miR-339-5p ATM 1.23 0.03075 -0.66 0.11688 miRanda -0.16 0.00017 NA
9 hsa-miR-590-5p ATM 1.51 0.00239 -0.66 0.11688 mirMAP -0.13 0.00485 NA
10 hsa-miR-29a-5p ATR 0.07 0.88413 1.12 0.00118 mirMAP -0.13 0.00077 NA
11 hsa-miR-30a-5p ATR -0.77 0.32049 1.12 0.00118 mirMAP -0.11 1.0E-5 NA
12 hsa-miR-10b-3p BUB1 -2.52 0 5.49 0 MirTarget -0.16 0.00147 NA
13 hsa-miR-199a-5p BUB1 -1.25 0.07478 5.49 0 miRanda -0.12 0.00146 NA
14 hsa-miR-199b-5p BUB1 -0.54 0.47689 5.49 0 miRanda -0.12 0.00047 NA
15 hsa-miR-30e-5p CCNA1 0.78 0.03467 -3.47 0.08554 MirTarget -0.99 0.00158 NA
16 hsa-let-7a-5p CCND1 0.15 0.64531 0.15 0.87753 TargetScan; miRNATAP -0.54 0.00245 NA
17 hsa-miR-106a-5p CCND1 3.99 0 0.15 0.87753 MirTarget; miRNATAP -0.43 0 NA
18 hsa-miR-15a-5p CCND1 2.05 0 0.15 0.87753 miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP -0.35 0.00776 22922827 CCND1 has been found to be a target of miR-15a and miR-16-1 through analysis of complementary sequences between microRNAs and CCND1 mRNA; Moreover the transcription of CCND1 is suppressed by miR-15a and miR-16-1 via direct binding to the CCND1 3'-untranslated region 3'-UTR
19 hsa-miR-15b-5p CCND1 3.32 0 0.15 0.87753 miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP -0.42 0.00029 NA
20 hsa-miR-20b-5p CCND1 4.57 5.0E-5 0.15 0.87753 MirTarget; miRNATAP -0.31 0 NA
21 hsa-miR-34a-5p CCND1 0.83 0.04775 0.15 0.87753 miRNAWalker2 validate; miRTarBase; miRNATAP -0.42 0.00174 25792709; 21399894 This inhibition of proliferation was associated with a decrease in cyclin D1 levels orchestrated principally by HNF-4α a target of miR-34a considered to act as a tumour suppressor in the liver;Quantitative PCR and western analysis confirmed decreased expression of two genes BCL-2 and CCND1 in docetaxel-resistant cells which are both targeted by miR-34a
22 hsa-miR-497-5p CCND1 -1.44 0.02251 0.15 0.87753 MirTarget; miRNATAP -0.25 0.00498 21350001 Raf-1 and Ccnd1 were identified as novel direct targets of miR-195 and miR-497 miR-195/497 expression levels in clinical specimens were found to be correlated inversely with malignancy of breast cancer
23 hsa-miR-106a-5p CCND2 3.99 0 -2.81 0.0014 miRNATAP -0.44 0 NA
24 hsa-miR-106b-5p CCND2 2.81 0 -2.81 0.0014 miRNAWalker2 validate; miRTarBase; miRNATAP -0.31 0.00374 NA
25 hsa-miR-10a-3p CCND2 0.97 0.31667 -2.81 0.0014 mirMAP -0.2 0.00011 NA
26 hsa-miR-130b-5p CCND2 3.74 0 -2.81 0.0014 mirMAP -0.46 0 NA
27 hsa-miR-141-3p CCND2 7.3 0 -2.81 0.0014 MirTarget; TargetScan -0.24 0.00021 NA
28 hsa-miR-15b-5p CCND2 3.32 0 -2.81 0.0014 miRNATAP -0.53 0 NA
29 hsa-miR-16-2-3p CCND2 3.8 0 -2.81 0.0014 mirMAP -0.29 0.00207 NA
30 hsa-miR-182-5p CCND2 5.87 0 -2.81 0.0014 miRNAWalker2 validate; miRTarBase; miRNATAP -0.28 2.0E-5 NA
31 hsa-miR-183-5p CCND2 6.62 0 -2.81 0.0014 miRNATAP -0.29 0 NA
32 hsa-miR-191-5p CCND2 1.59 0.00074 -2.81 0.0014 MirTarget -0.32 0.00314 NA
33 hsa-miR-200a-3p CCND2 6.34 0 -2.81 0.0014 MirTarget -0.41 0 NA
34 hsa-miR-20b-5p CCND2 4.57 5.0E-5 -2.81 0.0014 miRNATAP -0.3 0 NA
35 hsa-miR-224-3p CCND2 2.85 0.00018 -2.81 0.0014 mirMAP -0.22 0.00101 NA
36 hsa-miR-28-5p CCND2 -0.82 0.02212 -2.81 0.0014 miRanda -0.43 0.00273 NA
37 hsa-miR-3065-3p CCND2 1.89 0.03082 -2.81 0.0014 MirTarget; miRNATAP -0.21 0.00027 NA
38 hsa-miR-3065-5p CCND2 2.14 0.06094 -2.81 0.0014 mirMAP -0.2 0.00026 NA
39 hsa-miR-30d-3p CCND2 -0.07 0.85742 -2.81 0.0014 mirMAP -0.55 1.0E-5 NA
40 hsa-miR-324-3p CCND2 1.51 0.00384 -2.81 0.0014 miRNAWalker2 validate -0.44 0 NA
41 hsa-miR-33a-3p CCND2 2.06 0.00156 -2.81 0.0014 MirTarget -0.27 0.00041 NA
42 hsa-miR-378a-3p CCND2 1.47 0.04667 -2.81 0.0014 miRNAWalker2 validate -0.19 0.00601 NA
43 hsa-miR-429 CCND2 6.4 0 -2.81 0.0014 miRNATAP -0.46 0 NA
44 hsa-miR-497-5p CCND2 -1.44 0.02251 -2.81 0.0014 MirTarget; miRNATAP -0.27 0.00058 NA
45 hsa-miR-550a-5p CCND2 1.22 0.06138 -2.81 0.0014 MirTarget -0.22 0.00363 NA
46 hsa-miR-660-5p CCND2 -0.07 0.88525 -2.81 0.0014 mirMAP -0.29 0.00793 NA
47 hsa-miR-9-3p CCND2 1.69 0.12517 -2.81 0.0014 MirTarget; mirMAP; miRNATAP -0.14 0.00185 NA
48 hsa-miR-93-5p CCND2 2.66 0 -2.81 0.0014 miRNATAP -0.48 0 NA
49 hsa-miR-96-5p CCND2 5.63 0 -2.81 0.0014 TargetScan; miRNATAP -0.24 0.0003 NA
50 hsa-miR-27b-3p CCND3 -0.09 0.85847 -0.54 0.12437 miRNAWalker2 validate -0.14 0.00019 NA
51 hsa-miR-429 CCND3 6.4 0 -0.54 0.12437 miRNATAP -0.11 1.0E-5 NA
52 hsa-miR-96-5p CCND3 5.63 0 -0.54 0.12437 TargetScan -0.12 1.0E-5 NA
53 hsa-miR-125b-5p CCNE1 -2.01 0.00516 3.91 0 miRNAWalker2 validate -0.13 0.00065 NA
54 hsa-miR-195-5p CCNE1 -1.59 0.01691 3.91 0 miRNAWalker2 validate; MirTarget; miRNATAP -0.12 0.0047 24402230 Furthermore through qPCR and western blot assays we showed that overexpression of miR-195-5p reduced CCNE1 mRNA and protein levels respectively
55 hsa-miR-26a-5p CCNE1 -0.35 0.36204 3.91 0 miRNAWalker2 validate; miRTarBase; miRNATAP -0.18 0.00988 22094936 Cell cycle regulation and CCNE1 and CDC2 were the only significant overlapping pathway and genes differentially expressed between tumors with high and low levels of miR-26a and EZH2 respectively; Low mRNA levels of EZH2 CCNE1 and CDC2 and high levels of miR-26a are associated with favorable outcome on tamoxifen
56 hsa-miR-497-5p CCNE1 -1.44 0.02251 3.91 0 MirTarget; miRNATAP -0.13 0.00315 24909281; 24112607; 25909221 miR 497 suppresses proliferation of human cervical carcinoma HeLa cells by targeting cyclin E1; Furthermore the target effect of miR-497 on the CCNE1 was identified by dual-luciferase reporter assay system qRT-PCR and Western blotting; Over-expressed miR-497 in HeLa cells could suppress cell proliferation by targeting CCNE1;Western blot assays confirmed that overexpression of miR-497 reduced cyclin E1 protein levels; Inhibited cellular growth suppressed cellular migration and invasion and G1 cell cycle arrest were observed upon overexpression of miR-497 in cells possibly by targeting cyclin E1;The effect of simultaneous overexpression of miR-497 and miR-34a on the inhibition of cell proliferation colony formation and tumor growth and the downregulation of cyclin E1 was stronger than the effect of each miRNA alone; The synergistic actions of miR-497 and miR-34a partly correlated with cyclin E1 levels; These results indicate cyclin E1 is downregulated by both miR-497 and miR-34a which synergistically retard the growth of human lung cancer cells
57 hsa-miR-28-3p CCNE2 -0.99 0.01882 4.78 0 PITA; miRNATAP -0.21 0.00739 NA
58 hsa-miR-30a-5p CCNE2 -0.77 0.32049 4.78 0 miRNATAP -0.23 0 NA
59 hsa-let-7a-3p CDC14A 0.83 0.04681 -0.95 0.1553 mirMAP -0.31 0.00067 NA
60 hsa-let-7f-1-3p CDC14A 1.62 0.00069 -0.95 0.1553 mirMAP -0.42 0 NA
61 hsa-miR-142-3p CDC14A 4.35 0 -0.95 0.1553 miRanda -0.19 0.00031 NA
62 hsa-miR-146b-5p CDC14A 1.88 0.00074 -0.95 0.1553 miRanda -0.19 0.0048 NA
63 hsa-miR-330-3p CDC14A 2.49 0.00013 -0.95 0.1553 mirMAP -0.22 0.00016 NA
64 hsa-miR-342-3p CDC14A 1.31 0.02072 -0.95 0.1553 miRanda -0.27 4.0E-5 NA
65 hsa-miR-590-3p CDC14A 2.35 0 -0.95 0.1553 PITA; miRanda; mirMAP; miRNATAP -0.24 0.00112 NA
66 hsa-miR-944 CDC14A 7.21 0.00082 -0.95 0.1553 mirMAP -0.15 0 NA
67 hsa-miR-193a-5p CDC14B 0.51 0.23928 -0.58 0.39082 miRNATAP -0.31 0.00039 NA
68 hsa-miR-27b-3p CDC14B -0.09 0.85847 -0.58 0.39082 miRNATAP -0.22 0.00309 NA
69 hsa-miR-944 CDC14B 7.21 0.00082 -0.58 0.39082 PITA; mirMAP; miRNATAP -0.11 0 NA
70 hsa-let-7c-5p CDC25A -2.04 0.02284 4.21 0 MirTarget -0.12 4.0E-5 25909324 MicroRNA let 7c Inhibits Cell Proliferation and Induces Cell Cycle Arrest by Targeting CDC25A in Human Hepatocellular Carcinoma; The aim of the present study was to determine whether the cell cycle regulator CDC25A is involved in the antitumor effect of let-7c in HCC; The luciferase reporter assay showed that CDC25A was a direct target of let-7c and that let-7c inhibited the expression of CDC25A protein by directly targeting its 3' UTR; In conclusion this study indicates that let-7c suppresses HCC progression possibly by directly targeting the cell cycle regulator CDC25A and indirectly affecting its downstream target molecules
71 hsa-miR-195-5p CDC25A -1.59 0.01691 4.21 0 MirTarget; miRNATAP -0.13 0.00108 NA
72 hsa-miR-199a-5p CDC6 -1.25 0.07478 5.87 0 miRanda -0.15 8.0E-5 NA
73 hsa-miR-199b-5p CDC6 -0.54 0.47689 5.87 0 miRanda -0.12 0.0007 NA
74 hsa-miR-140-5p CDK2 -0.63 0.12667 1.42 2.0E-5 miRanda -0.12 0.00814 NA
75 hsa-let-7a-5p CDK6 0.15 0.64531 0.5 0.55124 miRNAWalker2 validate; miRTarBase; TargetScan -0.65 2.0E-5 NA
76 hsa-let-7b-5p CDK6 -0.19 0.65188 0.5 0.55124 miRNAWalker2 validate; miRTarBase -0.47 5.0E-5 NA
77 hsa-miR-101-3p CDK6 -1.12 0.02009 0.5 0.55124 mirMAP -0.42 2.0E-5 NA
78 hsa-miR-106a-5p CDK6 3.99 0 0.5 0.55124 mirMAP -0.39 0 NA
79 hsa-miR-141-3p CDK6 7.3 0 0.5 0.55124 TargetScan; miRNATAP -0.2 0.0009 NA
80 hsa-miR-148b-3p CDK6 1.76 0 0.5 0.55124 mirMAP -0.47 0.00118 NA
81 hsa-miR-200a-3p CDK6 6.34 0 0.5 0.55124 miRNATAP -0.35 0 24009066 microRNA 200a is an independent prognostic factor of hepatocellular carcinoma and induces cell cycle arrest by targeting CDK6
82 hsa-miR-200b-3p CDK6 5.56 0 0.5 0.55124 mirMAP -0.39 0 NA
83 hsa-miR-20b-5p CDK6 4.57 5.0E-5 0.5 0.55124 mirMAP -0.28 0 26166554 The transfection of miR-20b into EJ cells induced G1 phase cell cycle arrest via the decreased expression of cyclin D1 CDK2 and CDK6 without affecting another G1 phase cell cycle regulator cyclin E
84 hsa-miR-30a-5p CDK6 -0.77 0.32049 0.5 0.55124 mirMAP -0.17 0.00517 NA
85 hsa-miR-30d-5p CDK6 0.3 0.38019 0.5 0.55124 mirMAP -0.5 0.00043 NA
86 hsa-miR-30e-5p CDK6 0.78 0.03467 0.5 0.55124 mirMAP -0.54 4.0E-5 NA
87 hsa-miR-34a-5p CDK6 0.83 0.04775 0.5 0.55124 miRNAWalker2 validate; miRTarBase; miRNATAP -0.36 0.00175 21702042; 26104764 Molecular analyses identified Cdk6 and sirtuin SIRT-1 as being targeted by miR-34a in MI-TCC cells however inhibition of Cdk6 and SIRT-1 was not as effective as pre-miR-34a in mediating chemosensitization;The expression of microRNA 34a is inversely correlated with c MET and CDK6 and has a prognostic significance in lung adenocarcinoma patients; We found significant inverse correlations between miR-34a and c-MET R = -0.316 P = 0.028 and CDK6 expression R = -0.4582 P = 0.004
88 hsa-miR-362-5p CDK6 -1.22 0.04527 0.5 0.55124 mirMAP -0.29 0.00026 NA
89 hsa-miR-429 CDK6 6.4 0 0.5 0.55124 mirMAP; miRNATAP -0.25 4.0E-5 NA
90 hsa-miR-497-5p CDK6 -1.44 0.02251 0.5 0.55124 miRNATAP -0.31 3.0E-5 NA
91 hsa-miR-502-3p CDK6 -0.1 0.80889 0.5 0.55124 PITA; miRNATAP -0.42 0.00027 NA
92 hsa-miR-592 CDK6 2.8 0.02935 0.5 0.55124 mirMAP -0.23 0 NA
93 hsa-miR-660-5p CDK6 -0.07 0.88525 0.5 0.55124 mirMAP -0.37 0.00036 NA
94 hsa-miR-542-3p CDK7 -0.38 0.438 0.58 0.07443 miRanda -0.12 0.00173 NA
95 hsa-let-7e-5p CDKN1A -0.11 0.81474 0.58 0.35758 MirTarget -0.27 0.00026 NA
96 hsa-let-7g-5p CDKN1A 0.86 0.00648 0.58 0.35758 MirTarget -0.32 0.00586 NA
97 hsa-miR-125a-5p CDKN1A -1.32 0.00714 0.58 0.35758 miRNAWalker2 validate; miRTarBase -0.35 0 NA
98 hsa-miR-28-5p CDKN1A -0.82 0.02212 0.58 0.35758 miRNAWalker2 validate; miRTarBase; MirTarget; miRanda; miRNATAP -0.55 0 NA
99 hsa-miR-30b-3p CDKN1A 0.17 0.76608 0.58 0.35758 MirTarget -0.16 0.00864 NA
100 hsa-miR-335-5p CDKN1A 0.17 0.8039 0.58 0.35758 miRNAWalker2 validate -0.25 0 NA
101 hsa-miR-345-5p CDKN1A 2.77 4.0E-5 0.58 0.35758 miRNAWalker2 validate; miRTarBase; MirTarget -0.23 1.0E-5 NA
102 hsa-miR-423-3p CDKN1A 1.71 2.0E-5 0.58 0.35758 miRNAWalker2 validate; miRTarBase -0.27 0.00253 NA
103 hsa-miR-505-5p CDKN1A -0.55 0.33141 0.58 0.35758 miRNAWalker2 validate; MirTarget -0.18 0.00519 NA
104 hsa-miR-616-5p CDKN1A 2.48 0.00318 0.58 0.35758 mirMAP -0.14 0.0061 NA
105 hsa-miR-96-5p CDKN1A 5.63 0 0.58 0.35758 miRNAWalker2 validate; miRTarBase -0.17 0.00034 26582573 Upregulation of microRNA 96 and its oncogenic functions by targeting CDKN1A in bladder cancer; Bioinformatics prediction combined with luciferase reporter assay were used to verify whether the cyclin-dependent kinase inhibitor CDKN1A was a potential target gene of miR-96; According to the data of miRTarBase CDKN1A might be a candidate target gene of miR-96; In addition luciferase reporter and Western blot assays respectively demonstrated that miR-96 could bind to the putative seed region in CDKN1A mRNA 3'UTR and significantly reduce the expression level of CDKN1A protein; Moreover we found that the inhibition of miR-96 expression remarkably decreased cell proliferation and promoted cell apoptosis of BC cell lines which was consistent with the findings observed following the introduction of CDKN1A cDNA without 3'UTR restored miR-96; Upregulation of miR-96 may contribute to aggressive malignancy partly through suppressing CDKN1A protein expression in BC cells
106 hsa-miR-221-3p CDKN1B 0.94 0.17475 -0.76 0.02874 miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP -0.2 0 23637992; 19953484; 23939688; 19126397; 20146005; 23967190; 17569667; 22992757; 17721077; 20461750 miR-221 knockdown not only blocked cell cycle progression induced cell apoptosis and inhibited cell proliferation in-vitro but it also inhibited in-vivo tumor growth by targeting p27kip1;Based on bioinformatic analysis we found that the seed sequences of miR-221 and miR-222 coincide with each other and p27kip1 is a target for miRNA-221/222;A Slug/miR-221 network has been suggested linking miR-221 activity with the downregulation of a Slug repressor leading to Slug/miR-221 upregulation and p27Kip1 downregulation; Interference with this process can be achieved using antisense miRNA antagomiR molecules targeting miR-221 inducing the downregulation of Slug and the upregulation of p27Kip1;Moreover a series of functional assays demonstrated that mir-221 could directly inhibit cKit p27Kip1 and possibly other pivotal proteins in melanoma;Matched HCC and adjacent non-cancerous samples were assayed for the expression of miR-221 and three G1/S transition inhibitors: p27Kip1 p21WAF1/Cip1and TGF-β1 by in situ hybridization and immunohistochemistry respectively; Real time qRT-PCR was used to investigate miR-221 and p27Kip1 transcripts in different clinical stages; In result miR-221 and TGF-β1 are frequently up-regulated in HCC while p27Kip1 and p21WAF1/Cip1 proteins are frequently down-regulated; In conclusion miR-221 is important in tumorigenesis of HCC possibly by specifically down-regulating p27Kip1 a cell-cycle inhibitor;Additionally the PDGF-dependent increase in cell proliferation appears to be mediated by inhibition of a specific target of miR-221 and down-regulation of p27Kip1;miR 221 and miR 222 expression affects the proliferation potential of human prostate carcinoma cell lines by targeting p27Kip1; In all cell lines tested we show an inverse relationship between the expression of miR-221 and miR-222 and the cell cycle inhibitor p27Kip1; Consistently miR-221 and miR-222 knock-down through antisense LNA oligonucleotides increases p27Kip1 in PC3 cells and strongly reduces their clonogenicity in vitro;Peptide nucleic acids targeting miR 221 modulate p27Kip1 expression in breast cancer MDA MB 231 cells; Targeting miR-221 by PNA resulted in i lowering of the hybridization levels of miR-221 measured by RT-qPCR ii upregulation of p27Kip1 gene expression measured by RT-qPCR and western blot analysis;Antagonism of either microRNA 221 or 222 in glioblastoma cells also caused an increase in p27Kip1 levels and enhanced expression of the luciferase reporter gene fused to the p27Kip1 3'UTR;MiR 221 and MiR 222 alterations in sporadic ovarian carcinoma: Relationship to CDKN1B CDKNIC and overall survival; miR-221 and miR-222 negatively regulate expression of CDKN1B p27 and CDKN1C p57 two cell cycle regulators expressed in ovarian surface epithelium and down-regulated in ovarian carcinomas; In contrast CDKN1B expression was not associated with miR-221 or miR-222 expression
107 hsa-miR-222-3p CDKN1B 1.55 0.0223 -0.76 0.02874 miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP -0.2 0 24895988; 19953484; 26912358; 24137356; 17569667; 27282281; 20461750 MiR-222 plays an important role in the tumorigenesis of CC possibly by specifically down-regulating p27Kip1 and PTEN;Based on bioinformatic analysis we found that the seed sequences of miR-221 and miR-222 coincide with each other and p27kip1 is a target for miRNA-221/222;Besides microvesicle marker characterization we evidenced that miR-222 exosomal expression mostly reflected its abundance in the cells of origin correctly paralleled by repression of its target genes such as p27Kip1 and induction of the PI3K/AKT pathway thus confirming its functional implication in cancer;miR 222 is upregulated in epithelial ovarian cancer and promotes cell proliferation by downregulating P27kip1; miR-222 upregulation induced an enhancement of ovarian cancer cell proliferation potential possibly by downregulating its target P27Kip1; A bioinformatic analysis showed that the 3'-UTR of the P27Kip1 mRNA contained a highly-conserved putative miR-222 binding site; Luciferase reporter assays demonstrated that P27Kip1 was a direct target of miR-222; Consistently there was an inverse correlation between the P27Kip1 and miR-222 expression levels in the ovarian cancer cell lines and tissues;miR 221 and miR 222 expression affects the proliferation potential of human prostate carcinoma cell lines by targeting p27Kip1; In all cell lines tested we show an inverse relationship between the expression of miR-221 and miR-222 and the cell cycle inhibitor p27Kip1; Consistently miR-221 and miR-222 knock-down through antisense LNA oligonucleotides increases p27Kip1 in PC3 cells and strongly reduces their clonogenicity in vitro;miR 222 confers the resistance of breast cancer cells to Adriamycin through suppression of p27kip1 expression; Immunofluorescence showed that miR-222 altered the subcellular location of p27kip1 in nucleus; The results showed that downregulation of miR-222 in MCF-7/Adr increased sensitivity to Adr and Adr-induced apoptosis and arrested the cells in G1 phase accompanied by more expressions of p27kip1 especially in nucleus; Taken together the results found that miR-222 induced Adr-resistance at least in part via suppressing p27kip1 expression and altering its subcellular localization and miR-222 inhibitors could reverse Adr-resistance of breast cancer cells;MiR 221 and MiR 222 alterations in sporadic ovarian carcinoma: Relationship to CDKN1B CDKNIC and overall survival; miR-221 and miR-222 negatively regulate expression of CDKN1B p27 and CDKN1C p57 two cell cycle regulators expressed in ovarian surface epithelium and down-regulated in ovarian carcinomas; In contrast CDKN1B expression was not associated with miR-221 or miR-222 expression
108 hsa-miR-24-3p CDKN1B 1.56 0.00052 -0.76 0.02874 miRNAWalker2 validate; miRNATAP -0.23 0 26847530; 26044523 The biological significance of miR-24 expression in prostate cancer cells was assessed by a series of in vitro bioassays and the effect on proposed targets p27 CDKN1B and p16 CDK2NA was investigated;With the bioinformatic method we further identified that p27Kip1 is a direct target of miR-24-3p and its protein level was negatively regulated by miR-24-3p
109 hsa-miR-421 CDKN1B 1.98 0.00092 -0.76 0.02874 miRanda -0.11 0.0006 NA
110 hsa-miR-455-5p CDKN1B -0.32 0.6163 -0.76 0.02874 miRanda; miRNATAP -0.11 0.00022 NA
111 hsa-miR-221-3p CDKN1C 0.94 0.17475 -2.67 0.00188 miRNAWalker2 validate; miRTarBase; miRNATAP -0.24 0.00065 20461750 miR-221 and miR-222 negatively regulate expression of CDKN1B p27 and CDKN1C p57 two cell cycle regulators expressed in ovarian surface epithelium and down-regulated in ovarian carcinomas; Higher miR-222 and miR-221 expression were significantly associated with decreased CDKN1C expression P = 0.009 and 0.01
112 hsa-miR-222-3p CDKN1C 1.55 0.0223 -2.67 0.00188 miRNAWalker2 validate; miRTarBase; miRNATAP -0.24 0.00098 20461750 miR-221 and miR-222 negatively regulate expression of CDKN1B p27 and CDKN1C p57 two cell cycle regulators expressed in ovarian surface epithelium and down-regulated in ovarian carcinomas; Higher miR-222 and miR-221 expression were significantly associated with decreased CDKN1C expression P = 0.009 and 0.01
113 hsa-miR-10b-5p CDKN2A -3.08 0 7.38 0 miRNAWalker2 validate; miRTarBase -0.36 0.00054 NA
114 hsa-miR-125a-5p CDKN2A -1.32 0.00714 7.38 0 miRanda -0.39 0.00048 NA
115 hsa-miR-107 CDKN2B 1.49 0.00013 3.05 0.00021 PITA -0.45 0.00018 NA
116 hsa-miR-125a-3p CDKN2B -0.07 0.92074 3.05 0.00021 miRanda -0.28 1.0E-5 NA
117 hsa-miR-125a-5p CDKN2B -1.32 0.00714 3.05 0.00021 miRanda -0.61 0 NA
118 hsa-miR-126-5p CDKN2B -0.42 0.32997 3.05 0.00021 mirMAP -0.38 0.00047 NA
119 hsa-miR-217 CDKN2B -0.38 0.71741 3.05 0.00021 miRanda -0.15 0.00119 NA
120 hsa-miR-28-5p CDKN2B -0.82 0.02212 3.05 0.00021 miRanda -0.81 0 NA
121 hsa-miR-335-3p CDKN2B 1.2 0.09389 3.05 0.00021 mirMAP -0.23 0.00046 NA
122 hsa-miR-374b-5p CDKN2B -0.11 0.76489 3.05 0.00021 miRNAWalker2 validate -0.43 0.00059 NA
123 hsa-miR-375 CDKN2B 3.38 0.04499 3.05 0.00021 miRNAWalker2 validate; miRNATAP -0.14 0 NA
124 hsa-miR-450b-5p CDKN2B 0.45 0.41602 3.05 0.00021 mirMAP -0.27 0.00178 NA
125 hsa-miR-495-3p CDKN2B -1.28 0.09795 3.05 0.00021 MirTarget -0.18 0.00349 NA
126 hsa-miR-501-3p CDKN2B 1.72 0.00759 3.05 0.00021 PITA -0.38 0 NA
127 hsa-miR-501-5p CDKN2B 1.04 0.07772 3.05 0.00021 mirMAP -0.35 1.0E-5 NA
128 hsa-miR-502-3p CDKN2B -0.1 0.80889 3.05 0.00021 PITA -0.5 1.0E-5 NA
129 hsa-miR-582-5p CDKN2B 0.69 0.44776 3.05 0.00021 miRNATAP -0.14 0.00622 NA
130 hsa-miR-671-5p CDKN2B 1.49 0.00687 3.05 0.00021 PITA -0.35 3.0E-5 NA
131 hsa-miR-7-1-3p CDKN2B 1.43 0.00471 3.05 0.00021 MirTarget -0.36 0.00011 NA
132 hsa-miR-129-5p CDKN2C -2.67 0.00696 1.32 0.08126 miRanda -0.13 0.00311 NA
133 hsa-miR-192-5p CDKN2D 1.78 0.11349 0.74 0.16667 miRNAWalker2 validate -0.11 4.0E-5 NA
134 hsa-miR-21-3p CREBBP 3.5 0 -0.4 0.18067 MirTarget -0.14 0 NA
135 hsa-miR-590-3p CREBBP 2.35 0 -0.4 0.18067 PITA; miRanda; mirMAP; miRNATAP -0.1 0.00219 NA
136 hsa-let-7e-5p E2F2 -0.11 0.81474 6.82 0 MirTarget -0.35 2.0E-5 NA
137 hsa-miR-125a-5p E2F2 -1.32 0.00714 6.82 0 MirTarget -0.35 1.0E-5 NA
138 hsa-miR-30c-2-3p E2F2 -0.92 0.3002 6.82 0 MirTarget -0.21 0 NA
139 hsa-let-7b-5p E2F3 -0.19 0.65188 1.54 3.0E-5 miRNAWalker2 validate -0.15 0.00308 NA
140 hsa-miR-101-3p E2F3 -1.12 0.02009 1.54 3.0E-5 miRNAWalker2 validate -0.13 0.00286 NA
141 hsa-miR-125b-5p E2F3 -2.01 0.00516 1.54 3.0E-5 miRNAWalker2 validate; miRTarBase; miRNATAP -0.12 5.0E-5 22523546; 20549700 Moreover we demonstrated that the E2F3 was a direct target of miR-125b in breast cancer cells;E2F3 which was critical for G1/S transition and was overexpressed in most of poor-differentiated bladder cancers was identified as a target of miR-125b by luciferase assay; Introduction of miR-125b could reduce the expression of E2F3 protein but not the E2F3 mRNA
142 hsa-miR-145-5p E2F3 -3.56 0 1.54 3.0E-5 miRNATAP -0.11 0.00021 25762621 miR 145 mediates the antiproliferative and gene regulatory effects of vitamin D3 by directly targeting E2F3 in gastric cancer cells; Furthermore miR-145 expression was lower in tumors compared with matched normal samples and correlated with increased the E2F3 transcription factor protein staining
143 hsa-miR-221-3p E2F3 0.94 0.17475 1.54 3.0E-5 miRNAWalker2 validate -0.1 0.00098 NA
144 hsa-miR-497-5p E2F3 -1.44 0.02251 1.54 3.0E-5 miRNATAP -0.12 0.00045 NA
145 hsa-let-7f-5p E2F5 0.97 0.02403 -0.64 0.41617 MirTarget; miRNATAP -0.35 0.00066 NA
146 hsa-let-7i-5p E2F5 0.05 0.86971 -0.64 0.41617 MirTarget; miRNATAP -0.49 0.00194 NA
147 hsa-miR-1-3p E2F5 -3.85 1.0E-5 -0.64 0.41617 MirTarget -0.15 0.00306 NA
148 hsa-miR-142-3p E2F5 4.35 0 -0.64 0.41617 miRanda -0.17 0.00689 NA
149 hsa-miR-205-5p E2F5 8.08 0 -0.64 0.41617 miRNAWalker2 validate; miRTarBase; miRNATAP -0.18 0 21454583 The expression levels of E2F1 and E2F5 were correlated inversely with that of miR-205 in melanoma cell lines; miR-205 significantly suppressed the luciferase activity of reporter plasmids containing the 3'-UTR sequences complementary to either E2F1 or E2F5; Overexpression of miR-205 in melanoma cells reduced E2F1 and E2F5 protein levels
150 hsa-miR-34c-5p E2F5 2.65 0.01574 -0.64 0.41617 MirTarget; PITA; miRanda; miRNATAP -0.16 9.0E-5 NA
NumGOOverlapSizeP ValueAdj. P Value
1 CELL CYCLE 51 1316 1.017e-50 4.731e-47
2 REGULATION OF CELL CYCLE 46 949 1.589e-48 3.698e-45
3 CELL CYCLE PROCESS 47 1081 1.148e-47 1.781e-44
4 MITOTIC CELL CYCLE 40 766 4.475e-42 5.205e-39
5 NEGATIVE REGULATION OF CELL CYCLE 32 433 2.12e-37 1.973e-34
6 CELL CYCLE CHECKPOINT 24 194 4.856e-33 3.765e-30
7 REGULATION OF MITOTIC CELL CYCLE 28 468 9.18e-30 6.102e-27
8 REGULATION OF CELL CYCLE PHASE TRANSITION 25 321 2.797e-29 1.627e-26
9 CELL CYCLE PHASE TRANSITION 23 255 2.387e-28 1.234e-25
10 NEGATIVE REGULATION OF MITOTIC CELL CYCLE 21 199 2.636e-27 1.227e-24
11 REGULATION OF PROTEIN MODIFICATION PROCESS 39 1710 5.068e-27 2.144e-24
12 CELL CYCLE G1 S PHASE TRANSITION 18 111 6.356e-27 2.146e-24
13 MITOTIC CELL CYCLE CHECKPOINT 19 139 6.457e-27 2.146e-24
14 G1 S TRANSITION OF MITOTIC CELL CYCLE 18 111 6.356e-27 2.146e-24
15 NEGATIVE REGULATION OF CELL CYCLE PROCESS 21 214 1.275e-26 3.956e-24
16 NEGATIVE REGULATION OF CELL CYCLE PHASE TRANSITION 19 146 1.727e-26 4.728e-24
17 DNA INTEGRITY CHECKPOINT 19 146 1.727e-26 4.728e-24
18 POSITIVE REGULATION OF CELL CYCLE 23 332 1.141e-25 2.949e-23
19 REGULATION OF TRANSFERASE ACTIVITY 31 946 3.092e-25 7.572e-23
20 REGULATION OF CELL CYCLE PROCESS 26 558 1.063e-24 2.473e-22
21 REGULATION OF CELL CYCLE G1 S PHASE TRANSITION 18 147 1.345e-24 2.98e-22
22 REGULATION OF PHOSPHORUS METABOLIC PROCESS 36 1618 4.007e-24 8.475e-22
23 REGULATION OF CYCLIN DEPENDENT PROTEIN KINASE ACTIVITY 16 97 4.349e-24 8.798e-22
24 NEGATIVE REGULATION OF CELL CYCLE G1 S PHASE TRANSITION 16 98 5.186e-24 1.006e-21
25 CELL CYCLE ARREST 17 154 1.909e-22 3.554e-20
26 CELL DIVISION 23 460 2.028e-22 3.63e-20
27 REGULATION OF KINASE ACTIVITY 27 776 2.301e-22 3.965e-20
28 REGULATION OF PROTEIN SERINE THREONINE KINASE ACTIVITY 23 470 3.305e-22 5.492e-20
29 G1 DNA DAMAGE CHECKPOINT 14 73 3.908e-22 6.27e-20
30 POSITIVE REGULATION OF CELL CYCLE PROCESS 19 247 5.138e-22 7.968e-20
31 NEGATIVE REGULATION OF PROTEIN METABOLIC PROCESS 29 1087 5.948e-21 8.927e-19
32 SIGNAL TRANSDUCTION IN RESPONSE TO DNA DAMAGE 14 96 2.404e-20 3.496e-18
33 MITOTIC DNA INTEGRITY CHECKPOINT 14 100 4.4e-20 6.205e-18
34 REGULATION OF CELL CYCLE ARREST 14 108 1.367e-19 1.871e-17
35 NEGATIVE REGULATION OF PROTEIN MODIFICATION PROCESS 23 616 1.445e-19 1.921e-17
36 POSITIVE REGULATION OF CELL CYCLE ARREST 13 85 3.152e-19 4.073e-17
37 CELLULAR RESPONSE TO DNA DAMAGE STIMULUS 23 720 4.567e-18 5.743e-16
38 POSITIVE REGULATION OF CELL DEATH 21 605 3.478e-17 4.225e-15
39 REGULATION OF CELL PROLIFERATION 29 1496 3.542e-17 4.225e-15
40 NEGATIVE REGULATION OF PHOSPHORUS METABOLIC PROCESS 20 541 6.924e-17 7.858e-15
41 NEGATIVE REGULATION OF PHOSPHATE METABOLIC PROCESS 20 541 6.924e-17 7.858e-15
42 SIGNAL TRANSDUCTION BY P53 CLASS MEDIATOR 13 127 7.385e-17 8.182e-15
43 NEGATIVE REGULATION OF TRANSFERASE ACTIVITY 17 351 2.573e-16 2.749e-14
44 REGULATION OF CELL DEATH 28 1472 2.6e-16 2.749e-14
45 NEGATIVE REGULATION OF PHOSPHORYLATION 18 422 2.739e-16 2.832e-14
46 POSITIVE REGULATION OF PROTEIN METABOLIC PROCESS 28 1492 3.679e-16 3.721e-14
47 NEGATIVE REGULATION OF KINASE ACTIVITY 15 250 7.886e-16 7.807e-14
48 REGULATION OF ORGANELLE ORGANIZATION 25 1178 1.586e-15 1.537e-13
49 NEGATIVE REGULATION OF PROTEIN SERINE THREONINE KINASE ACTIVITY 12 126 3.072e-15 2.917e-13
50 POSITIVE REGULATION OF PROTEIN MODIFICATION PROCESS 24 1135 7.726e-15 7.19e-13
51 CELLULAR RESPONSE TO STRESS 27 1565 1.242e-14 1.133e-12
52 NEGATIVE REGULATION OF CELL PROLIFERATION 19 643 2.801e-14 2.506e-12
53 CELL DEATH 22 1001 6.665e-14 5.851e-12
54 POSITIVE REGULATION OF CELLULAR PROTEIN LOCALIZATION 15 360 1.681e-13 1.449e-11
55 MITOTIC NUCLEAR DIVISION 15 361 1.75e-13 1.481e-11
56 NEGATIVE REGULATION OF CATALYTIC ACTIVITY 20 829 2.237e-13 1.859e-11
57 POSITIVE REGULATION OF BIOSYNTHETIC PROCESS 27 1805 3.933e-13 3.211e-11
58 REGULATION OF CELLULAR PROTEIN LOCALIZATION 17 552 4.277e-13 3.431e-11
59 RESPONSE TO ABIOTIC STIMULUS 21 1024 1.104e-12 8.709e-11
60 ORGANELLE FISSION 16 496 1.17e-12 9.074e-11
61 POSITIVE REGULATION OF GENE EXPRESSION 26 1733 1.229e-12 9.371e-11
62 REGULATION OF CELL DIVISION 13 272 1.501e-12 1.126e-10
63 POSITIVE REGULATION OF RESPONSE TO STIMULUS 27 1929 1.917e-12 1.416e-10
64 NEGATIVE REGULATION OF MOLECULAR FUNCTION 21 1079 2.999e-12 2.18e-10
65 RESPONSE TO UV 10 126 4.712e-12 3.373e-10
66 POSITIVE REGULATION OF CELL COMMUNICATION 24 1532 5.2e-12 3.666e-10
67 DNA METABOLIC PROCESS 18 758 6.059e-12 4.208e-10
68 POSITIVE REGULATION OF ORGANELLE ORGANIZATION 16 573 1.03e-11 7.05e-10
69 CELLULAR RESPONSE TO RADIATION 10 137 1.093e-11 7.371e-10
70 CELL CYCLE G2 M PHASE TRANSITION 10 138 1.176e-11 7.815e-10
71 POSITIVE REGULATION OF PHOSPHATE METABOLIC PROCESS 20 1036 1.327e-11 8.543e-10
72 POSITIVE REGULATION OF PHOSPHORUS METABOLIC PROCESS 20 1036 1.327e-11 8.543e-10
73 POSITIVE REGULATION OF MITOCHONDRIAL OUTER MEMBRANE PERMEABILIZATION INVOLVED IN APOPTOTIC SIGNALING PATHWAY 7 36 1.34e-11 8.543e-10
74 REGULATION OF CELLULAR RESPONSE TO STRESS 17 691 1.522e-11 9.57e-10
75 POSITIVE REGULATION OF CELL PROLIFERATION 18 814 1.97e-11 1.222e-09
76 CELLULAR RESPONSE TO UV 8 66 2.326e-11 1.424e-09
77 REGULATION OF PROTEOLYSIS 17 711 2.382e-11 1.439e-09
78 REGULATION OF MITOCHONDRIAL OUTER MEMBRANE PERMEABILIZATION INVOLVED IN APOPTOTIC SIGNALING PATHWAY 7 43 5.089e-11 3.036e-09
79 POSITIVE REGULATION OF INTRACELLULAR TRANSPORT 13 370 7.101e-11 4.183e-09
80 CHROMOSOME ORGANIZATION 19 1009 7.566e-11 4.401e-09
81 REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER 24 1784 1.271e-10 7.303e-09
82 REGULATION OF PROTEIN CATABOLIC PROCESS 13 393 1.495e-10 8.485e-09
83 REGULATION OF PROTEIN LOCALIZATION 18 950 2.45e-10 1.373e-08
84 REGULATION OF PROTEIN INSERTION INTO MITOCHONDRIAL MEMBRANE INVOLVED IN APOPTOTIC SIGNALING PATHWAY 6 29 2.813e-10 1.522e-08
85 POSITIVE REGULATION OF PROTEIN INSERTION INTO MITOCHONDRIAL MEMBRANE INVOLVED IN APOPTOTIC SIGNALING PATHWAY 6 29 2.813e-10 1.522e-08
86 RESPONSE TO RADIATION 13 413 2.752e-10 1.522e-08
87 CELLULAR RESPONSE TO LIGHT STIMULUS 8 91 3.245e-10 1.716e-08
88 PEPTIDYL AMINO ACID MODIFICATION 17 841 3.225e-10 1.716e-08
89 POSITIVE REGULATION OF TRANSFERASE ACTIVITY 15 616 3.42e-10 1.77e-08
90 POSITIVE REGULATION OF ESTABLISHMENT OF PROTEIN LOCALIZATION 14 514 3.423e-10 1.77e-08
91 REGULATION OF INTRACELLULAR TRANSPORT 15 621 3.823e-10 1.952e-08
92 CELLULAR RESPONSE TO ABIOTIC STIMULUS 11 263 3.859e-10 1.952e-08
93 POSITIVE REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER 18 1004 5.96e-10 2.982e-08
94 REGULATION OF CHROMOSOME ORGANIZATION 11 278 6.94e-10 3.435e-08
95 POSITIVE REGULATION OF CELLULAR COMPONENT ORGANIZATION 19 1152 7.11e-10 3.482e-08
96 RESPONSE TO LIPID 17 888 7.409e-10 3.591e-08
97 POSITIVE REGULATION OF PROTEOLYSIS 12 363 8.354e-10 4.007e-08
98 CELL PROLIFERATION 15 672 1.13e-09 5.332e-08
99 POSITIVE REGULATION OF CYCLIN DEPENDENT PROTEIN KINASE ACTIVITY 6 36 1.134e-09 5.332e-08
100 RESPONSE TO ORGANIC CYCLIC COMPOUND 17 917 1.208e-09 5.619e-08
101 REGULATION OF SISTER CHROMATID SEGREGATION 7 67 1.298e-09 5.978e-08
102 POSITIVE REGULATION OF CELL CYCLE PHASE TRANSITION 7 68 1.443e-09 6.583e-08
103 REGULATION OF NUCLEAR DIVISION 9 163 1.533e-09 6.927e-08
104 POSITIVE REGULATION OF CATALYTIC ACTIVITY 21 1518 1.694e-09 7.579e-08
105 DNA REPAIR 13 480 1.714e-09 7.597e-08
106 REGULATION OF MEMBRANE PERMEABILITY 7 70 1.776e-09 7.796e-08
107 PROTEIN PHOSPHORYLATION 17 944 1.874e-09 8.149e-08
108 REGULATION OF CELL GROWTH 12 391 1.937e-09 8.343e-08
109 RESPONSE TO OXYGEN LEVELS 11 311 2.256e-09 9.632e-08
110 POSITIVE REGULATION OF APOPTOTIC SIGNALING PATHWAY 9 171 2.341e-09 9.903e-08
111 RESPONSE TO STEROID HORMONE 13 497 2.608e-09 1.093e-07
112 INTRACELLULAR SIGNAL TRANSDUCTION 21 1572 3.175e-09 1.319e-07
113 REGULATION OF CATABOLIC PROCESS 15 731 3.55e-09 1.462e-07
114 POSITIVE REGULATION OF MITOTIC CELL CYCLE 8 123 3.646e-09 1.488e-07
115 NEGATIVE REGULATION OF CELL DEATH 16 872 4.776e-09 1.933e-07
116 RESPONSE TO ENDOGENOUS STIMULUS 20 1450 4.955e-09 1.988e-07
117 CELLULAR RESPONSE TO ENDOGENOUS STIMULUS 17 1008 5.022e-09 1.997e-07
118 POSITIVE REGULATION OF MOLECULAR FUNCTION 22 1791 5.555e-09 2.191e-07
119 REGULATION OF DNA METABOLIC PROCESS 11 340 5.713e-09 2.234e-07
120 RESPONSE TO DRUG 12 431 5.777e-09 2.24e-07
121 RESPONSE TO HORMONE 16 893 6.697e-09 2.575e-07
122 REGULATION OF CHROMOSOME SEGREGATION 7 85 7.057e-09 2.692e-07
123 CHROMOSOME SEGREGATION 10 272 8.988e-09 3.373e-07
124 POSITIVE REGULATION OF STEM CELL DIFFERENTIATION 6 50 8.954e-09 3.373e-07
125 REGULATION OF CELLULAR PROTEIN CATABOLIC PROCESS 10 274 9.638e-09 3.588e-07
126 NEGATIVE REGULATION OF NITROGEN COMPOUND METABOLIC PROCESS 20 1517 1.07e-08 3.95e-07
127 RESPONSE TO LIGHT STIMULUS 10 280 1.184e-08 4.34e-07
128 MITOCHONDRIAL MEMBRANE ORGANIZATION 7 92 1.232e-08 4.478e-07
129 DNA REPLICATION 9 208 1.3e-08 4.689e-07
130 REGULATION OF RESPONSE TO DNA DAMAGE STIMULUS 8 145 1.338e-08 4.79e-07
131 REGULATION OF EPITHELIAL CELL PROLIFERATION 10 285 1.401e-08 4.978e-07
132 REGULATION OF PROTEASOMAL UBIQUITIN DEPENDENT PROTEIN CATABOLIC PROCESS 8 148 1.572e-08 5.54e-07
133 APOPTOTIC SIGNALING PATHWAY 10 289 1.6e-08 5.596e-07
134 REGULATION OF TRANSCRIPTION INVOLVED IN G1 S TRANSITION OF MITOTIC CELL CYCLE 5 27 1.712e-08 5.944e-07
135 INTRINSIC APOPTOTIC SIGNALING PATHWAY 8 152 1.937e-08 6.676e-07
136 REGULATION OF PROTEIN LOCALIZATION TO NUCLEUS 9 218 1.954e-08 6.684e-07
137 POSITIVE REGULATION OF KINASE ACTIVITY 12 482 1.999e-08 6.789e-07
138 NEGATIVE REGULATION OF CHROMOSOME SEGREGATION 5 28 2.079e-08 7.01e-07
139 REGULATION OF NUCLEOCYTOPLASMIC TRANSPORT 9 220 2.114e-08 7.077e-07
140 REGULATION OF CELLULAR LOCALIZATION 18 1277 2.607e-08 8.666e-07
141 NUCLEAR CHROMOSOME SEGREGATION 9 228 2.878e-08 9.499e-07
142 REPLICATIVE SENESCENCE 4 12 3.806e-08 1.247e-06
143 NEGATIVE REGULATION OF PROTEIN CATABOLIC PROCESS 7 109 4.025e-08 1.31e-06
144 REGULATION OF GROWTH 13 633 4.596e-08 1.485e-06
145 NEGATIVE REGULATION OF CELL GROWTH 8 170 4.637e-08 1.488e-06
146 REGULATION OF CELL AGING 5 33 4.962e-08 1.581e-06
147 MITOTIC CELL CYCLE ARREST 4 13 5.485e-08 1.736e-06
148 NEGATIVE REGULATION OF EPITHELIAL CELL PROLIFERATION 7 115 5.835e-08 1.822e-06
149 POSITIVE REGULATION OF EPITHELIAL TO MESENCHYMAL TRANSITION 5 34 5.804e-08 1.822e-06
150 SISTER CHROMATID SEGREGATION 8 176 6.069e-08 1.882e-06
151 REGULATION OF PROTEASOMAL PROTEIN CATABOLIC PROCESS 8 181 7.538e-08 2.323e-06
152 INTRINSIC APOPTOTIC SIGNALING PATHWAY IN RESPONSE TO DNA DAMAGE 6 71 7.68e-08 2.351e-06
153 POSITIVE REGULATION OF NUCLEOCYTOPLASMIC TRANSPORT 7 121 8.29e-08 2.521e-06
154 PHOSPHORYLATION 17 1228 9.142e-08 2.762e-06
155 REGULATION OF ESTABLISHMENT OF PROTEIN LOCALIZATION TO MITOCHONDRION 7 128 1.221e-07 3.664e-06
156 POSITIVE REGULATION OF PROTEIN LOCALIZATION TO NUCLEUS 7 129 1.288e-07 3.841e-06
157 REGULATION OF APOPTOTIC SIGNALING PATHWAY 10 363 1.358e-07 4.025e-06
158 CELLULAR RESPONSE TO ORGANIC CYCLIC COMPOUND 11 465 1.399e-07 4.119e-06
159 NEGATIVE REGULATION OF CELL AGING 4 17 1.809e-07 5.294e-06
160 REGULATION OF TRANSMEMBRANE RECEPTOR PROTEIN SERINE THREONINE KINASE SIGNALING PATHWAY 8 207 2.116e-07 6.154e-06
161 REGULATION OF RESPONSE TO STRESS 18 1468 2.155e-07 6.229e-06
162 POSITIVE REGULATION OF PROTEIN SERINE THREONINE KINASE ACTIVITY 9 289 2.179e-07 6.258e-06
163 RESPONSE TO NITROGEN COMPOUND 14 859 2.243e-07 6.402e-06
164 REGULATION OF CYSTEINE TYPE ENDOPEPTIDASE ACTIVITY 8 213 2.632e-07 7.468e-06
165 RHYTHMIC PROCESS 9 298 2.822e-07 7.958e-06
166 RESPONSE TO IONIZING RADIATION 7 145 2.863e-07 8.026e-06
167 GLAND DEVELOPMENT 10 395 2.963e-07 8.255e-06
168 REGULATION OF MITOCHONDRION ORGANIZATION 8 218 3.142e-07 8.65e-06
169 RESPONSE TO ESTROGEN 8 218 3.142e-07 8.65e-06
170 DIGESTIVE SYSTEM DEVELOPMENT 7 148 3.291e-07 9.008e-06
171 POSITIVE REGULATION OF CHROMOSOME ORGANIZATION 7 150 3.605e-07 9.81e-06
172 POSITIVE REGULATION OF FIBROBLAST PROLIFERATION 5 53 5.726e-07 1.543e-05
173 NEGATIVE REGULATION OF GROWTH 8 236 5.737e-07 1.543e-05
174 REGULATION OF DNA REPLICATION 7 161 5.822e-07 1.557e-05
175 POSITIVE REGULATION OF TRANSMEMBRANE RECEPTOR PROTEIN SERINE THREONINE KINASE SIGNALING PATHWAY 6 100 5.969e-07 1.587e-05
176 REGULATION OF SIGNAL TRANSDUCTION BY P53 CLASS MEDIATOR 7 162 6.07e-07 1.596e-05
177 POSITIVE REGULATION OF CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION 7 162 6.07e-07 1.596e-05
178 POSITIVE REGULATION OF TRANSPORT 14 936 6.319e-07 1.652e-05
179 NEGATIVE REGULATION OF PROTEOLYSIS 9 329 6.466e-07 1.681e-05
180 NEGATIVE REGULATION OF DEVELOPMENTAL PROCESS 13 801 6.853e-07 1.771e-05
181 EPITHELIUM DEVELOPMENT 14 945 7.086e-07 1.822e-05
182 POSITIVE REGULATION OF MITOCHONDRION ORGANIZATION 7 167 7.451e-07 1.905e-05
183 CELLULAR RESPONSE TO REACTIVE OXYGEN SPECIES 6 104 7.527e-07 1.914e-05
184 REGULATION OF CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION 9 337 7.897e-07 1.997e-05
185 PHOSPHATE CONTAINING COMPOUND METABOLIC PROCESS 20 1977 8.336e-07 2.097e-05
186 SPINDLE CHECKPOINT 4 25 9.442e-07 2.349e-05
187 POSITIVE REGULATION OF CHROMOSOME SEGREGATION 4 25 9.442e-07 2.349e-05
188 NEGATIVE REGULATION OF CELL DIVISION 5 60 1.072e-06 2.653e-05
189 MITOCHONDRIAL TRANSPORT 7 177 1.101e-06 2.706e-05
190 SISTER CHROMATID COHESION 6 111 1.105e-06 2.706e-05
191 REGULATION OF CELLULAR SENESCENCE 4 26 1.113e-06 2.712e-05
192 CELLULAR RESPONSE TO HYDROGEN PEROXIDE 5 61 1.165e-06 2.824e-05
193 POSITIVE REGULATION OF DEVELOPMENTAL PROCESS 15 1142 1.202e-06 2.898e-05
194 REGULATION OF STEM CELL DIFFERENTIATION 6 113 1.227e-06 2.943e-05
195 SOMITOGENESIS 5 62 1.264e-06 3.017e-05
196 CELLULAR RESPONSE TO ORGANIC SUBSTANCE 19 1848 1.356e-06 3.212e-05
197 PROTEIN SUMOYLATION 6 115 1.36e-06 3.212e-05
198 REGULATION OF CELL DIFFERENTIATION 17 1492 1.43e-06 3.343e-05
199 RESPONSE TO ALCOHOL 9 362 1.428e-06 3.343e-05
200 NEGATIVE REGULATION OF GENE EXPRESSION 17 1493 1.443e-06 3.357e-05
201 POSITIVE REGULATION OF DNA METABOLIC PROCESS 7 185 1.48e-06 3.399e-05
202 NEGATIVE REGULATION OF CELLULAR PROTEIN CATABOLIC PROCESS 5 64 1.483e-06 3.399e-05
203 POSITIVE REGULATION OF RESPONSE TO DNA DAMAGE STIMULUS 5 64 1.483e-06 3.399e-05
204 REGULATION OF DNA DAMAGE RESPONSE SIGNAL TRANSDUCTION BY P53 CLASS MEDIATOR 4 28 1.518e-06 3.462e-05
205 MEIOTIC CELL CYCLE 7 186 1.534e-06 3.483e-05
206 DNA REPLICATION INITIATION 4 29 1.757e-06 3.968e-05
207 REGULATION OF CYTOPLASMIC TRANSPORT 10 481 1.772e-06 3.984e-05
208 TISSUE DEVELOPMENT 17 1518 1.814e-06 4.057e-05
209 REGULATION OF EPITHELIAL TO MESENCHYMAL TRANSITION 5 67 1.865e-06 4.152e-05
210 POSITIVE REGULATION OF CYTOPLASMIC TRANSPORT 8 282 2.181e-06 4.809e-05
211 REGULATION OF INTRACELLULAR PROTEIN TRANSPORT 9 381 2.175e-06 4.809e-05
212 REGULATION OF BINDING 8 283 2.239e-06 4.914e-05
213 RESPONSE TO OXYGEN CONTAINING COMPOUND 16 1381 2.548e-06 5.567e-05
214 NEGATIVE REGULATION OF CYCLIN DEPENDENT PROTEIN KINASE ACTIVITY 4 32 2.641e-06 5.743e-05
215 CELLULAR RESPONSE TO NITROGEN COMPOUND 10 505 2.738e-06 5.913e-05
216 NEGATIVE REGULATION OF CATABOLIC PROCESS 7 203 2.745e-06 5.913e-05
217 REGULATION OF LIGASE ACTIVITY 6 130 2.782e-06 5.966e-05
218 REGULATION OF PROTEIN EXPORT FROM NUCLEUS 4 33 2.999e-06 6.372e-05
219 G2 DNA DAMAGE CHECKPOINT 4 33 2.999e-06 6.372e-05
220 POSITIVE REGULATION OF CELL DIVISION 6 132 3.04e-06 6.43e-05
221 PROTEIN DESTABILIZATION 4 34 3.391e-06 7.108e-05
222 NEGATIVE REGULATION OF MITOTIC NUCLEAR DIVISION 4 34 3.391e-06 7.108e-05
223 REGULATION OF CELLULAR RESPONSE TO HEAT 5 76 3.494e-06 7.29e-05
224 RESPONSE TO MINERALOCORTICOID 4 35 3.82e-06 7.935e-05
225 SOMITE DEVELOPMENT 5 78 3.974e-06 8.218e-05
226 NEGATIVE REGULATION OF CELLULAR SENESCENCE 3 11 4.378e-06 8.973e-05
227 ACTIVATION OF MAPKKK ACTIVITY 3 11 4.378e-06 8.973e-05
228 PEPTIDYL LYSINE MODIFICATION 8 312 4.605e-06 9.398e-05
229 REGULATION OF FIBROBLAST PROLIFERATION 5 81 4.789e-06 9.728e-05
230 REGULATION OF PROTEIN STABILITY 7 221 4.809e-06 9.728e-05
231 MESENCHYME MORPHOGENESIS 4 38 5.349e-06 0.0001077
232 PEPTIDYL SERINE MODIFICATION 6 148 5.89e-06 0.0001179
233 REGULATION OF INTRACELLULAR SIGNAL TRANSDUCTION 17 1656 5.906e-06 0.0001179
234 CELLULAR RESPONSE TO HORMONE STIMULUS 10 552 6.015e-06 0.0001196
235 POSITIVE REGULATION OF DNA REPLICATION 5 86 6.434e-06 0.0001274
236 REGULATION OF MULTICELLULAR ORGANISMAL DEVELOPMENT 17 1672 6.717e-06 0.0001324
237 MEIOTIC CELL CYCLE PROCESS 6 152 6.866e-06 0.0001348
238 MEIOSIS I 5 88 7.204e-06 0.0001408
239 POSITIVE REGULATION OF DNA DAMAGE RESPONSE SIGNAL TRANSDUCTION BY P53 CLASS MEDIATOR 3 13 7.555e-06 0.0001471
240 SEGMENTATION 5 89 7.615e-06 0.0001476
241 REGULATION OF MICROTUBULE BASED PROCESS 7 243 8.948e-06 0.0001728
242 POSITIVE REGULATION OF MITOTIC SISTER CHROMATID SEPARATION 3 14 9.594e-06 0.0001815
243 POSITIVE REGULATION OF MITOTIC METAPHASE ANAPHASE TRANSITION 3 14 9.594e-06 0.0001815
244 IMMUNE SYSTEM DEVELOPMENT 10 582 9.556e-06 0.0001815
245 POSITIVE REGULATION OF P38MAPK CASCADE 3 14 9.594e-06 0.0001815
246 POSITIVE REGULATION OF METAPHASE ANAPHASE TRANSITION OF CELL CYCLE 3 14 9.594e-06 0.0001815
247 REGULATION OF DNA BIOSYNTHETIC PROCESS 5 94 9.954e-06 0.0001875
248 PROTEIN LOCALIZATION TO CHROMOSOME 4 45 1.063e-05 0.0001994
249 NEGATIVE REGULATION OF CHROMOSOME ORGANIZATION 5 96 1.103e-05 0.0002062
250 NEGATIVE REGULATION OF NUCLEAR DIVISION 4 46 1.161e-05 0.0002161
251 ACTIVATION OF ANAPHASE PROMOTING COMPLEX ACTIVITY 3 15 1.197e-05 0.0002218
252 POSITIVE REGULATION OF PROTEASOMAL PROTEIN CATABOLIC PROCESS 5 98 1.22e-05 0.0002253
253 DNA DEPENDENT DNA REPLICATION 5 99 1.282e-05 0.000233
254 REGULATION OF TRANSFORMING GROWTH FACTOR BETA RECEPTOR SIGNALING PATHWAY 5 99 1.282e-05 0.000233
255 REGULATION OF CELLULAR RESPONSE TO TRANSFORMING GROWTH FACTOR BETA STIMULUS 5 99 1.282e-05 0.000233
256 NEGATIVE REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER 11 740 1.276e-05 0.000233
257 RESPONSE TO GROWTH FACTOR 9 475 1.292e-05 0.0002339
258 POSITIVE REGULATION OF INTRACELLULAR PROTEIN TRANSPORT 7 258 1.32e-05 0.0002381
259 RESPONSE TO INORGANIC SUBSTANCE 9 479 1.381e-05 0.0002471
260 POSITIVE REGULATION OF PATHWAY RESTRICTED SMAD PROTEIN PHOSPHORYLATION 4 48 1.378e-05 0.0002471
261 CELLULAR RESPONSE TO ANTIBIOTIC 3 16 1.47e-05 0.000262
262 POSITIVE REGULATION OF PROTEIN CATABOLIC PROCESS 7 263 1.494e-05 0.0002654
263 CELLULAR RESPONSE TO EXTERNAL STIMULUS 7 264 1.532e-05 0.0002699
264 AGING 7 264 1.532e-05 0.0002699
265 RESPONSE TO GAMMA RADIATION 4 50 1.624e-05 0.0002851
266 REGULATION OF MICROTUBULE POLYMERIZATION OR DEPOLYMERIZATION 6 178 1.69e-05 0.0002957
267 POSITIVE REGULATION OF SIGNAL TRANSDUCTION BY P53 CLASS MEDIATOR 3 17 1.781e-05 0.0003092
268 REGULATION OF SISTER CHROMATID COHESION 3 17 1.781e-05 0.0003092
269 CELL DEVELOPMENT 15 1426 1.8e-05 0.0003114
270 CELLULAR RESPONSE TO IONIZING RADIATION 4 52 1.9e-05 0.0003274
271 RESPONSE TO KETONE 6 182 1.917e-05 0.0003291
272 REGULATION OF PROTEIN IMPORT 6 183 1.977e-05 0.0003382
273 REGULATION OF CYTOSKELETON ORGANIZATION 9 502 2.001e-05 0.0003411
274 CELLULAR RESPONSE TO OXIDATIVE STRESS 6 184 2.039e-05 0.0003461
275 RESPONSE TO HYDROGEN PEROXIDE 5 109 2.046e-05 0.0003461
276 REGULATION OF PROTEIN MODIFICATION BY SMALL PROTEIN CONJUGATION OR REMOVAL 7 280 2.236e-05 0.0003757
277 NEGATIVE REGULATION OF DNA METABOLIC PROCESS 5 111 2.234e-05 0.0003757
278 NEGATIVE REGULATION OF DNA REPLICATION 4 55 2.377e-05 0.0003979
279 REGULATION OF PEPTIDASE ACTIVITY 8 392 2.41e-05 0.0004019
280 RESPONSE TO REACTIVE OXYGEN SPECIES 6 191 2.517e-05 0.0004183
281 POSITIVE REGULATION OF PROTEIN EXPORT FROM NUCLEUS 3 19 2.526e-05 0.0004183
282 NOTCH SIGNALING PATHWAY 5 114 2.541e-05 0.0004192
283 SMAD PROTEIN SIGNAL TRANSDUCTION 4 56 2.554e-05 0.00042
284 POSITIVE REGULATION OF CELLULAR PROTEIN CATABOLIC PROCESS 6 192 2.592e-05 0.0004247
285 REPRODUCTION 14 1297 2.739e-05 0.0004471
286 POSITIVE REGULATION OF DNA BIOSYNTHETIC PROCESS 4 59 3.144e-05 0.0005097
287 REGULATION OF CELL CYCLE G2 M PHASE TRANSITION 4 59 3.144e-05 0.0005097
288 REGULATION OF PATHWAY RESTRICTED SMAD PROTEIN PHOSPHORYLATION 4 60 3.361e-05 0.000543
289 POSITIVE REGULATION OF CELL DIFFERENTIATION 11 823 3.408e-05 0.0005487
290 CHROMATIN MODIFICATION 9 539 3.495e-05 0.0005607
291 NEGATIVE REGULATION OF CELLULAR COMPONENT ORGANIZATION 10 684 3.822e-05 0.0006111
292 ENDOCARDIAL CUSHION MORPHOGENESIS 3 22 3.989e-05 0.0006357
293 REGULATION OF PROTEIN TARGETING 7 307 4.023e-05 0.0006389
294 REGULATION OF CELL MORPHOGENESIS 9 552 4.206e-05 0.0006657
295 POSITIVE REGULATION OF MULTICELLULAR ORGANISMAL METABOLIC PROCESS 3 23 4.578e-05 0.0007196
296 POSITIVE REGULATION OF COLLAGEN METABOLIC PROCESS 3 23 4.578e-05 0.0007196
297 NEGATIVE REGULATION OF RESPONSE TO STIMULUS 14 1360 4.617e-05 0.0007234
298 REGULATION OF CYTOKINE PRODUCTION 9 563 4.901e-05 0.0007652
299 POSITIVE REGULATION OF NEURON DEATH 4 67 5.199e-05 0.0008016
300 POSITIVE REGULATION OF CELLULAR RESPONSE TO TRANSFORMING GROWTH FACTOR BETA STIMULUS 3 24 5.22e-05 0.0008016
301 POSITIVE REGULATION OF G1 S TRANSITION OF MITOTIC CELL CYCLE 3 24 5.22e-05 0.0008016
302 POSITIVE REGULATION OF TRANSFORMING GROWTH FACTOR BETA RECEPTOR SIGNALING PATHWAY 3 24 5.22e-05 0.0008016
303 CELL AGING 4 67 5.199e-05 0.0008016
304 CELL ACTIVATION 9 568 5.247e-05 0.0008032
305 CELLULAR RESPONSE TO STEROID HORMONE STIMULUS 6 218 5.273e-05 0.0008045
306 RESPONSE TO ETHANOL 5 136 5.918e-05 0.0008942
307 CELLULAR RESPONSE TO TOXIC SUBSTANCE 3 25 5.919e-05 0.0008942
308 REGULATION OF TRANSFORMING GROWTH FACTOR BETA PRODUCTION 3 25 5.919e-05 0.0008942
309 POSITIVE REGULATION OF INTRACELLULAR SIGNAL TRANSDUCTION 11 876 6.003e-05 0.0009039
310 POSITIVE REGULATION OF MULTICELLULAR ORGANISMAL PROCESS 14 1395 6.089e-05 0.000914
311 INTRACELLULAR STEROID HORMONE RECEPTOR SIGNALING PATHWAY 4 71 6.531e-05 0.0009771
312 RESPONSE TO CORTICOSTERONE 3 26 6.677e-05 0.0009925
313 REGULATION OF P38MAPK CASCADE 3 26 6.677e-05 0.0009925
314 RESPONSE TO METAL ION 7 333 6.719e-05 0.0009956
315 REGULATION OF CELLULAR RESPONSE TO GROWTH FACTOR STIMULUS 6 229 6.927e-05 0.001023
316 CELLULAR RESPONSE TO LIPID 8 457 7.122e-05 0.001049
317 REGULATION OF TRANSPORT 16 1804 7.203e-05 0.001054
318 CELLULAR MACROMOLECULE LOCALIZATION 13 1234 7.188e-05 0.001054
319 RESPONSE TO TRANSFORMING GROWTH FACTOR BETA 5 144 7.763e-05 0.001132
320 LYMPHOCYTE ACTIVATION 7 342 7.94e-05 0.001155
321 HEART DEVELOPMENT 8 466 8.158e-05 0.001183
322 RESPONSE TO ESTRADIOL 5 146 8.287e-05 0.001198
323 NEGATIVE REGULATION OF DENDRITE DEVELOPMENT 3 28 8.376e-05 0.001207
324 MICROTUBULE CYTOSKELETON ORGANIZATION 7 348 8.851e-05 0.001271
325 NEGATIVE REGULATION OF CELL DIFFERENTIATION 9 609 8.955e-05 0.001282
326 NEGATIVE REGULATION OF PRODUCTION OF MOLECULAR MEDIATOR OF IMMUNE RESPONSE 3 29 9.322e-05 0.001318
327 REGULATION OF EXTRACELLULAR MATRIX ORGANIZATION 3 29 9.322e-05 0.001318
328 REGULATION OF HEART MORPHOGENESIS 3 29 9.322e-05 0.001318
329 POSITIVE REGULATION OF CELL CYCLE G1 S PHASE TRANSITION 3 29 9.322e-05 0.001318
330 REGULATION OF CELLULAR COMPONENT BIOGENESIS 10 767 9.947e-05 0.001403
331 NEGATIVE REGULATION OF CELLULAR CATABOLIC PROCESS 5 156 0.0001133 0.001592
332 ORGAN REGENERATION 4 83 0.0001202 0.001683
333 SENSORY ORGAN DEVELOPMENT 8 493 0.0001205 0.001683
334 EPITHELIAL CELL DIFFERENTIATION 8 495 0.0001239 0.001726
335 ENDOCARDIAL CUSHION DEVELOPMENT 3 32 0.0001257 0.001746
336 NEGATIVE REGULATION OF IMMUNE SYSTEM PROCESS 7 372 0.0001339 0.001854
337 OVULATION CYCLE PROCESS 4 88 0.0001508 0.002073
338 NEGATIVE REGULATION OF CYSTEINE TYPE ENDOPEPTIDASE ACTIVITY 4 88 0.0001508 0.002073
339 HEART VALVE DEVELOPMENT 3 34 0.000151 0.002073
340 B CELL DIFFERENTIATION 4 89 0.0001575 0.002156
341 REGULATION OF CELL MATRIX ADHESION 4 90 0.0001645 0.002236
342 RESPONSE TO IRON ION 3 35 0.0001648 0.002236
343 RESPONSE TO MONOAMINE 3 35 0.0001648 0.002236
344 CHROMATIN ORGANIZATION 9 663 0.0001701 0.0023
345 MITOTIC SISTER CHROMATID SEGREGATION 4 91 0.0001717 0.002315
346 POSITIVE REGULATION OF CATABOLIC PROCESS 7 395 0.0001936 0.002604
347 REGULATION OF CELL DEVELOPMENT 10 836 0.0002009 0.002694
348 TRANSFORMING GROWTH FACTOR BETA RECEPTOR SIGNALING PATHWAY 4 95 0.0002026 0.002709
349 ACTIVATION OF PROTEIN KINASE ACTIVITY 6 279 0.0002038 0.002717
350 ORGAN MORPHOGENESIS 10 841 0.0002108 0.002798
351 REGULATION OF MULTICELLULAR ORGANISMAL METABOLIC PROCESS 3 38 0.0002111 0.002798
352 NEGATIVE REGULATION OF CELL COMMUNICATION 12 1192 0.0002182 0.002885
353 RESPONSE TO PEPTIDE 7 404 0.0002222 0.002929
354 HEMATOPOIETIC PROGENITOR CELL DIFFERENTIATION 4 98 0.0002283 0.002976
355 POSITIVE REGULATION OF CELLULAR COMPONENT BIOGENESIS 7 406 0.000229 0.002976
356 CELLULAR RESPONSE TO NUTRIENT 3 39 0.0002282 0.002976
357 RESPONSE TO VITAMIN 4 98 0.0002283 0.002976
358 SPLEEN DEVELOPMENT 3 39 0.0002282 0.002976
359 GROWTH 7 410 0.000243 0.00315
360 POSITIVE REGULATION OF CELL MATRIX ADHESION 3 40 0.0002461 0.003172
361 REGULATION OF SMOOTH MUSCLE CELL PROLIFERATION 4 100 0.0002468 0.003172
362 RESPONSE TO CADMIUM ION 3 40 0.0002461 0.003172
363 LEUKOCYTE ACTIVATION 7 414 0.0002578 0.003296
364 NEUROGENESIS 13 1402 0.0002574 0.003296
365 REGULATION OF IMMUNE SYSTEM PROCESS 13 1403 0.0002592 0.003304
366 TUBE DEVELOPMENT 8 552 0.0002603 0.003309
367 ANDROGEN RECEPTOR SIGNALING PATHWAY 3 41 0.000265 0.003359
368 CELLULAR RESPONSE TO EXTRACELLULAR STIMULUS 5 188 0.0002703 0.003417
369 PROTEIN LOCALIZATION TO ORGANELLE 8 556 0.0002733 0.003446
370 MESENCHYME DEVELOPMENT 5 190 0.0002838 0.003569
371 POSITIVE REGULATION OF PROTEIN IMPORT 4 104 0.0002867 0.003596
372 RESPONSE TO EXTERNAL STIMULUS 15 1821 0.0002897 0.003624
373 RESPONSE TO NUTRIENT 5 191 0.0002907 0.003627
374 BETA CATENIN TCF COMPLEX ASSEMBLY 3 43 0.0003054 0.0038
375 ANTERIOR POSTERIOR PATTERN SPECIFICATION 5 194 0.0003124 0.003876
376 TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER 9 724 0.0003265 0.00404
377 POSITIVE REGULATION OF PROTEIN MODIFICATION BY SMALL PROTEIN CONJUGATION OR REMOVAL 5 196 0.0003274 0.004041
378 REGULATION OF STRESS ACTIVATED PROTEIN KINASE SIGNALING CASCADE 5 197 0.0003352 0.004126
379 EMBRYO DEVELOPMENT 10 894 0.0003438 0.004221
380 NEGATIVE REGULATION OF INTRACELLULAR SIGNAL TRANSDUCTION 7 437 0.0003574 0.004377
381 RESPONSE TO EXTRACELLULAR STIMULUS 7 441 0.0003775 0.004611
382 OVULATION CYCLE 4 113 0.0003934 0.004792
383 RESPONSE TO ANTIBIOTIC 3 47 0.0003978 0.004821
384 POSITIVE REGULATION OF NEURON APOPTOTIC PROCESS 3 47 0.0003978 0.004821
385 HOMOLOGOUS CHROMOSOME SEGREGATION 3 48 0.0004234 0.005118
386 MITOCHONDRION ORGANIZATION 8 594 0.0004252 0.005125
387 LYMPHOCYTE DIFFERENTIATION 5 209 0.0004394 0.005283
388 EYE DEVELOPMENT 6 326 0.000468 0.005612
389 RESPONSE TO PROGESTERONE 3 50 0.0004778 0.005715
390 POSITIVE REGULATION OF MITOTIC NUCLEAR DIVISION 3 51 0.0005065 0.006028
391 RESPONSE TO AMMONIUM ION 3 51 0.0005065 0.006028
392 DEVELOPMENTAL GROWTH 6 333 0.0005234 0.006213
393 INTRINSIC APOPTOTIC SIGNALING PATHWAY BY P53 CLASS MEDIATOR 3 53 0.0005673 0.0067
394 POSITIVE REGULATION OF CELL DEVELOPMENT 7 472 0.0005662 0.0067
395 STEROID HORMONE MEDIATED SIGNALING PATHWAY 4 125 0.0005762 0.006788
396 REGULATION OF HYDROLASE ACTIVITY 12 1327 0.000579 0.006803
397 PROTEIN COMPLEX SUBUNIT ORGANIZATION 13 1527 0.0005858 0.006866
398 REGULATION OF MACROPHAGE CYTOKINE PRODUCTION 2 12 0.0005922 0.006906
399 POSITIVE REGULATION OF SMAD PROTEIN IMPORT INTO NUCLEUS 2 12 0.0005922 0.006906
400 REGULATION OF MITOCHONDRIAL MEMBRANE POTENTIAL 3 54 0.0005994 0.006973
401 POSITIVE REGULATION OF BINDING 4 127 0.0006117 0.007098
402 HEPATICOBILIARY SYSTEM DEVELOPMENT 4 128 0.00063 0.007292
403 REGULATION OF B CELL PROLIFERATION 3 55 0.0006326 0.007304
404 CELLULAR RESPONSE TO OXYGEN CONTAINING COMPOUND 9 799 0.0006665 0.007663
405 EPITHELIAL TO MESENCHYMAL TRANSITION 3 56 0.000667 0.007663
406 PROTEIN STABILIZATION 4 131 0.0006872 0.007876
407 PROTEIN LOCALIZATION TO CHROMATIN 2 13 0.0006985 0.007983
408 RESPONSE TO OXIDATIVE STRESS 6 352 7e-04 0.007983
409 B CELL ACTIVATION 4 132 0.0007071 0.008044
410 NEGATIVE REGULATION OF MULTICELLULAR ORGANISMAL PROCESS 10 983 0.0007225 0.008199
411 POSITIVE REGULATION OF STRESS ACTIVATED PROTEIN KINASE SIGNALING CASCADE 4 135 0.0007692 0.008708
412 POSITIVE REGULATION OF GROWTH 5 238 0.0007913 0.008937
413 REGULATION OF SMOOTH MUSCLE CELL APOPTOTIC PROCESS 2 14 0.0008133 0.009163
414 RESPONSE TO TOXIC SUBSTANCE 5 241 0.0008371 0.009408
415 REGULATION OF MAPK CASCADE 8 660 0.0008484 0.009513
416 MEMBRANE DEPOLARIZATION 3 61 0.0008567 0.009525
417 NEGATIVE REGULATION OF PROTEIN MODIFICATION BY SMALL PROTEIN CONJUGATION OR REMOVAL 4 139 0.0008578 0.009525
418 EMBRYONIC DIGIT MORPHOGENESIS 3 61 0.0008567 0.009525
419 REGULATION OF ORGAN MORPHOGENESIS 5 242 0.0008527 0.009525
420 POSITIVE REGULATION OF NUCLEAR DIVISION 3 62 0.0008983 0.009951
NumGOOverlapSizeP ValueAdj. P Value
1 CYCLIN DEPENDENT PROTEIN SERINE THREONINE KINASE REGULATOR ACTIVITY 10 28 4.031e-19 3.745e-16
2 KINASE BINDING 21 606 3.596e-17 1.67e-14
3 PROTEIN SERINE THREONINE KINASE INHIBITOR ACTIVITY 9 30 1.677e-16 5.193e-14
4 CYCLIN DEPENDENT PROTEIN SERINE THREONINE KINASE INHIBITOR ACTIVITY 7 12 1.346e-15 3.126e-13
5 ENZYME BINDING 28 1737 1.766e-14 3.281e-12
6 KINASE REGULATOR ACTIVITY 12 186 3.429e-13 5.31e-11
7 TRANSCRIPTION FACTOR BINDING 16 524 2.687e-12 3.566e-10
8 KINASE INHIBITOR ACTIVITY 9 89 6.487e-12 7.533e-10
9 PROTEIN KINASE ACTIVITY 16 640 5.344e-11 5.516e-09
10 PROTEIN COMPLEX BINDING 18 935 1.894e-10 1.759e-08
11 KINASE ACTIVITY 17 842 3.284e-10 2.774e-08
12 MACROMOLECULAR COMPLEX BINDING 20 1399 2.679e-09 2.074e-07
13 TRANSFERASE ACTIVITY TRANSFERRING PHOSPHORUS CONTAINING GROUPS 17 992 3.952e-09 2.824e-07
14 PROTEIN SERINE THREONINE KINASE ACTIVITY 12 445 8.25e-09 5.475e-07
15 RNA POLYMERASE II TRANSCRIPTION FACTOR BINDING 7 104 2.904e-08 1.798e-06
16 STEROID HORMONE RECEPTOR BINDING 6 81 1.7e-07 9.869e-06
17 ENZYME REGULATOR ACTIVITY 14 959 8.445e-07 4.615e-05
18 TRANSCRIPTION FACTOR ACTIVITY PROTEIN BINDING 11 588 1.424e-06 7.347e-05
19 ENZYME INHIBITOR ACTIVITY 9 378 2.039e-06 9.018e-05
20 NF KAPPAB BINDING 4 30 2.022e-06 9.018e-05
21 P53 BINDING 5 67 1.865e-06 9.018e-05
22 CYCLIN DEPENDENT PROTEIN KINASE ACTIVITY 4 34 3.391e-06 0.0001432
23 RNA POLYMERASE II ACTIVATING TRANSCRIPTION FACTOR BINDING 4 36 4.288e-06 0.0001732
24 ANDROGEN RECEPTOR BINDING 4 39 5.946e-06 0.0002302
25 CORE PROMOTER BINDING 6 152 6.866e-06 0.0002551
26 MOLECULAR FUNCTION REGULATOR 15 1353 9.624e-06 0.0003439
27 HORMONE RECEPTOR BINDING 6 168 1.217e-05 0.0004038
28 PEROXISOME PROLIFERATOR ACTIVATED RECEPTOR BINDING 3 15 1.197e-05 0.0004038
29 CYCLIN BINDING 3 19 2.526e-05 0.0008093
30 ACTIVATING TRANSCRIPTION FACTOR BINDING 4 57 2.741e-05 0.0008488
31 NUCLEIC ACID BINDING TRANSCRIPTION FACTOR ACTIVITY 13 1199 5.354e-05 0.001604
32 SMAD BINDING 4 72 6.899e-05 0.002003
33 BHLH TRANSCRIPTION FACTOR BINDING 3 28 8.376e-05 0.002358
34 RNA POLYMERASE II TRANSCRIPTION FACTOR ACTIVITY SEQUENCE SPECIFIC DNA BINDING 9 629 0.0001144 0.003038
35 RECEPTOR BINDING 14 1476 0.0001117 0.003038
36 ADENYL NUCLEOTIDE BINDING 14 1514 0.0001463 0.003774
37 UBIQUITIN LIKE PROTEIN LIGASE BINDING 6 264 0.0001511 0.003793
38 REGULATORY REGION NUCLEIC ACID BINDING 10 818 0.0001685 0.004119
39 TRANSCRIPTION COACTIVATOR ACTIVITY 6 296 0.0002801 0.006672
40 CHROMATIN BINDING 7 435 0.0003477 0.008075
NumGOOverlapSizeP ValueAdj. P Value
1 CYCLIN DEPENDENT PROTEIN KINASE HOLOENZYME COMPLEX 8 31 3.47e-14 2.027e-11
2 TRANSCRIPTION FACTOR COMPLEX 14 298 2.355e-13 6.875e-11
3 CHROMOSOME 19 880 7.173e-12 1.05e-09
4 PROTEIN KINASE COMPLEX 9 90 7.191e-12 1.05e-09
5 TRANSFERASE COMPLEX 15 703 2.091e-09 2.442e-07
6 CHROMOSOMAL REGION 11 330 4.189e-09 4.077e-07
7 CHROMATIN 12 441 7.461e-09 6.225e-07
8 TRANSFERASE COMPLEX TRANSFERRING PHOSPHORUS CONTAINING GROUPS 9 237 4.017e-08 2.933e-06
9 NUCLEAR CHROMOSOME 12 523 4.898e-08 3.178e-06
10 CATALYTIC COMPLEX 15 1038 3.593e-07 2.098e-05
11 NUCLEOLUS 13 848 1.298e-06 6.892e-05
12 CHROMOSOME TELOMERIC REGION 6 162 9.89e-06 0.0004813
13 MICROTUBULE CYTOSKELETON 13 1068 1.599e-05 0.0007182
14 SPINDLE 7 289 2.738e-05 0.001142
15 NUCLEAR CHROMOSOME TELOMERIC REGION 5 132 5.134e-05 0.001999
16 CENTROSOME 8 487 0.0001107 0.004041
17 CHROMOSOME CENTROMERIC REGION 5 174 0.0001888 0.006485
18 NUCLEOPLASM PART 9 708 0.000277 0.008987

Over-represented Pathway

NumPathwayPathviewOverlapSizeP ValueAdj. P Value
1 hsa04110_Cell_cycle 61 128 5.025e-142 9.045e-140
2 hsa04115_p53_signaling_pathway 16 69 1.114e-26 1.002e-24
3 hsa04151_PI3K_AKT_signaling_pathway 17 351 2.573e-16 1.544e-14
4 hsa04390_Hippo_signaling_pathway 13 154 9.554e-16 4.299e-14
5 hsa04350_TGF.beta_signaling_pathway 11 85 1.471e-15 5.295e-14
6 hsa04114_Oocyte_meiosis 10 114 1.712e-12 5.135e-11
7 hsa04310_Wnt_signaling_pathway 9 151 7.782e-10 2.001e-08
8 hsa04914_Progesterone.mediated_oocyte_maturation 6 87 2.607e-07 5.867e-06
9 hsa04722_Neurotrophin_signaling_pathway 6 127 2.429e-06 4.858e-05
10 hsa04012_ErbB_signaling_pathway 5 87 6.811e-06 0.0001226
11 hsa04630_Jak.STAT_signaling_pathway 6 155 7.681e-06 0.0001257
12 hsa04520_Adherens_junction 4 73 7.283e-05 0.001092
13 hsa04010_MAPK_signaling_pathway 6 268 0.0001639 0.00227
14 hsa04330_Notch_signaling_pathway 3 47 0.0003978 0.005115
15 hsa04510_Focal_adhesion 4 200 0.003246 0.03851
16 hsa04144_Endocytosis 4 203 0.003423 0.03851
17 hsa04916_Melanogenesis 3 101 0.003638 0.03852
18 hsa03030_DNA_replication 2 36 0.005393 0.05393
19 hsa03420_Nucleotide_excision_repair 2 45 0.008327 0.07888
20 hsa04120_Ubiquitin_mediated_proteolysis 3 139 0.008813 0.07931
21 hsa04720_Long.term_potentiation 2 70 0.01935 0.1658
22 hsa04360_Axon_guidance 2 130 0.05984 0.4683

lncRNA-mediated sponge

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Num lncRNA miRNAs           miRNAs count     Gene Sponge regulatory network lncRNA log2FC lncRNA pvalue Gene log2FC Gene pvalue lncRNA-gene Pearson correlation
1 AC005682.5 hsa-miR-106a-5p;hsa-miR-10a-3p;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-182-5p;hsa-miR-191-5p;hsa-miR-200a-3p;hsa-miR-20b-5p;hsa-miR-28-5p;hsa-miR-3065-3p;hsa-miR-3065-5p 11 CCND2 Sponge network -2.193 0.07184 -2.811 0.0014 0.394
2 RP11-244O19.1 hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-141-3p;hsa-miR-15b-5p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-191-5p;hsa-miR-200a-3p;hsa-miR-3065-3p;hsa-miR-3065-5p;hsa-miR-30d-3p;hsa-miR-93-5p 12 CCND2 Sponge network -1.318 0.0924 -2.811 0.0014 0.383
3 DIO3OS hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-191-5p;hsa-miR-200a-3p;hsa-miR-20b-5p;hsa-miR-324-3p;hsa-miR-378a-3p 13 CCND2 Sponge network -4.295 0.00689 -2.811 0.0014 0.374
4 RP11-166D19.1 hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-191-5p;hsa-miR-200a-3p;hsa-miR-20b-5p;hsa-miR-224-3p;hsa-miR-324-3p;hsa-miR-33a-3p;hsa-miR-378a-3p;hsa-miR-429;hsa-miR-550a-5p;hsa-miR-96-5p 18 CCND2 Sponge network -4.209 2.0E-5 -2.811 0.0014 0.339
5 RP11-439M11.1 hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-191-5p;hsa-miR-20b-5p;hsa-miR-324-3p 10 CCND2 Sponge network -2.662 0.21003 -2.811 0.0014 0.337
6

MAGI2-AS3

hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-191-5p;hsa-miR-200a-3p;hsa-miR-20b-5p;hsa-miR-224-3p;hsa-miR-3065-5p;hsa-miR-30d-3p;hsa-miR-33a-3p;hsa-miR-378a-3p;hsa-miR-429;hsa-miR-9-3p;hsa-miR-93-5p 19 CCND2 Sponge network -4.563 0 -2.811 0.0014 0.315
7 RP11-284N8.3 hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-200a-3p;hsa-miR-3065-5p;hsa-miR-324-3p;hsa-miR-93-5p;hsa-miR-96-5p 10 CCND2 Sponge network -0.845 0.52848 -2.811 0.0014 0.313
8 GAS6-AS2 hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-15b-5p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-191-5p;hsa-miR-200a-3p;hsa-miR-20b-5p;hsa-miR-28-5p;hsa-miR-3065-5p;hsa-miR-324-3p;hsa-miR-429 14 CCND2 Sponge network -1.941 0.0681 -2.811 0.0014 0.301
9 RP11-389C8.2 hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-191-5p;hsa-miR-200a-3p;hsa-miR-224-3p;hsa-miR-3065-3p;hsa-miR-3065-5p;hsa-miR-33a-3p;hsa-miR-429;hsa-miR-550a-5p;hsa-miR-93-5p 17 CCND2 Sponge network -3.089 2.0E-5 -2.811 0.0014 0.293
10 RP11-554A11.4 hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-15b-5p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-191-5p;hsa-miR-20b-5p;hsa-miR-324-3p;hsa-miR-33a-3p 10 CCND2 Sponge network -5.361 2.0E-5 -2.811 0.0014 0.29
11

MIR143HG

hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-191-5p;hsa-miR-200a-3p;hsa-miR-20b-5p;hsa-miR-224-3p;hsa-miR-3065-3p;hsa-miR-3065-5p;hsa-miR-30d-3p;hsa-miR-324-3p;hsa-miR-33a-3p;hsa-miR-378a-3p;hsa-miR-429;hsa-miR-550a-5p;hsa-miR-93-5p 21 CCND2 Sponge network -6.51 0 -2.811 0.0014 0.285
12 SOCS2-AS1 hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-15b-5p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-200a-3p;hsa-miR-20b-5p;hsa-miR-324-3p;hsa-miR-33a-3p;hsa-miR-93-5p 12 CCND2 Sponge network -4.167 1.0E-5 -2.811 0.0014 0.258
13 RP11-597D13.9 hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-200a-3p;hsa-miR-20b-5p;hsa-miR-30d-3p;hsa-miR-429;hsa-miR-93-5p;hsa-miR-96-5p 14 CCND2 Sponge network -2.494 0.07597 -2.811 0.0014 0.252
14 DNM3OS hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-191-5p;hsa-miR-200a-3p;hsa-miR-3065-3p;hsa-miR-3065-5p;hsa-miR-30d-3p;hsa-miR-33a-3p;hsa-miR-378a-3p;hsa-miR-429;hsa-miR-550a-5p;hsa-miR-93-5p;hsa-miR-96-5p 19 CCND2 Sponge network -3.933 0.00059 -2.811 0.0014 0.25

Quest ID: 6e5931cd5a63c2a90bfcdab8414e83b0