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.
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-335-5p | APAF1 | 0.35 | 0.09622 | -0 | 0.97011 | miRNAWalker2 validate | -0.13 | 0 | NA | |
2 | hsa-miR-125a-3p | ATM | 0.77 | 6.0E-5 | -0.95 | 0 | miRanda | -0.11 | 0.00094 | NA | |
3 | hsa-miR-186-5p | ATM | 1.01 | 0 | -0.95 | 0 | mirMAP | -0.13 | 0.00632 | NA | |
4 | hsa-miR-18a-5p | ATM | 3.22 | 0 | -0.95 | 0 | miRNAWalker2 validate; miRTarBase; MirTarget | -0.12 | 0 | 23437304; 25963391; 23857602; 23229340 | MicroRNA 18a attenuates DNA damage repair through suppressing the expression of ataxia telangiectasia mutated in colorectal cancer; Through in silico search the 3'UTR of Ataxia telangiectasia mutated ATM contains a conserved miR-18a binding site; Expression of ATM was down-regulated in CRC tumors p<0.0001 and inversely correlated with miR-18a expression r = -0.4562 p<0.01; This was further confirmed by the down-regulation of ATM protein by miR-18a; As ATM is a key enzyme in DNA damage repair we evaluated the effect of miR-18a on DNA double-strand breaks; miR-18a attenuates cellular repair of DNA double-strand breaks by directly suppressing ATM a key enzyme in DNA damage repair;However the upregulation of miR-18a suppressed the level of ataxia-telangiectasia mutated and attenuated DNA double-strand break repair after irradiation which re-sensitized the cervical cancer cells to radiotherapy by promoting apoptosis;Furthermore we used antisense oligonucleotides against micro RNAs miRNA or miRNA overexpression plasmids to study the role of miR-18a and -106a on ATM expression; Furthermore we identified that ERα activates miR-18a and -106a to downregulate ATM expression; We reveal a novel mechanism involving ERα and miR-18a and -106a regulation of ATM in breast cancer;MicroRNA 18a upregulates autophagy and ataxia telangiectasia mutated gene expression in HCT116 colon cancer cells; Previous studies showed that certain microRNAs including miR-18a potentially regulate ATM in cancer cells; However the mechanisms behind the modulation of ATM by miR-18a remain to be elucidated in colon cancer cells; In the present study we explored the impact of miR-18a on the autophagy process and ATM expression in HCT116 colon cancer cells; Western blotting and luciferase assays were implemented to explore the impact of miR-18a on ATM gene expression in HCT116 cells; Moreover miR-18a overexpression led to the upregulation of ATM expression and suppression of mTORC1 activity; Results of the present study pertaining to the role of miR-18a in regulating autophagy and ATM gene expression in colon cancer cells revealed a novel function for miR-18a in a critical cellular event and on a crucial gene with significant impacts in cancer development progression treatment and in other diseases |
5 | hsa-miR-324-5p | ATM | 2.15 | 0 | -0.95 | 0 | miRanda | -0.16 | 0 | NA | |
6 | hsa-miR-339-5p | ATM | 1.79 | 0 | -0.95 | 0 | miRanda | -0.16 | 0 | NA | |
7 | hsa-miR-421 | ATM | 2.1 | 0 | -0.95 | 0 | miRNAWalker2 validate; miRTarBase; MirTarget; miRanda | -0.12 | 1.0E-5 | NA | |
8 | hsa-miR-590-3p | ATM | 1.73 | 0 | -0.95 | 0 | miRanda; mirMAP | -0.12 | 0.00045 | NA | |
9 | hsa-miR-590-5p | ATM | 1.46 | 0 | -0.95 | 0 | mirMAP | -0.13 | 0.00013 | NA | |
10 | hsa-miR-766-3p | ATM | 2.7 | 0 | -0.95 | 0 | MirTarget | -0.15 | 0 | NA | |
11 | hsa-miR-92a-3p | ATM | 1.69 | 0 | -0.95 | 0 | miRNAWalker2 validate | -0.12 | 0.00206 | NA | |
12 | hsa-miR-939-5p | ATM | 2.15 | 0 | -0.95 | 0 | MirTarget | -0.12 | 1.0E-5 | NA | |
13 | hsa-miR-101-3p | BBC3 | -1.48 | 0 | 0.45 | 0.00977 | miRNATAP | -0.15 | 0.0018 | NA | |
14 | hsa-miR-125a-5p | BBC3 | -0.35 | 0.02117 | 0.45 | 0.00977 | miRNATAP | -0.2 | 0.00029 | NA | |
15 | hsa-miR-296-5p | BBC3 | -0.21 | 0.54923 | 0.45 | 0.00977 | miRNAWalker2 validate; miRTarBase; PITA; miRNATAP | -0.1 | 2.0E-5 | NA | |
16 | hsa-let-7c-5p | CASP3 | -1.72 | 0 | 0.88 | 0 | MirTarget | -0.11 | 0 | NA | |
17 | hsa-miR-101-3p | CASP3 | -1.48 | 0 | 0.88 | 0 | MirTarget | -0.2 | 0 | NA | |
18 | hsa-miR-139-5p | CASP3 | -2.41 | 0 | 0.88 | 0 | miRanda | -0.13 | 0 | NA | |
19 | hsa-miR-140-5p | CASP3 | -0.89 | 0 | 0.88 | 0 | miRanda | -0.13 | 2.0E-5 | NA | |
20 | hsa-miR-195-3p | CASP3 | -1.78 | 0 | 0.88 | 0 | MirTarget | -0.11 | 0 | NA | |
21 | hsa-miR-26b-5p | CASP3 | 0.3 | 0.04319 | 0.88 | 0 | miRNAWalker2 validate | -0.12 | 0.00027 | NA | |
22 | hsa-miR-28-5p | CASP3 | -0.47 | 0.00012 | 0.88 | 0 | miRanda | -0.16 | 0.00017 | NA | |
23 | hsa-miR-30c-5p | CASP3 | 0.72 | 1.0E-5 | 0.88 | 0 | miRNATAP | -0.1 | 0.00086 | NA | |
24 | hsa-miR-374b-5p | CASP3 | -0.16 | 0.22606 | 0.88 | 0 | mirMAP | -0.13 | 0.00048 | NA | |
25 | hsa-miR-26b-5p | CASP8 | 0.3 | 0.04319 | 0.63 | 0 | miRNAWalker2 validate | -0.12 | 0.00286 | NA | |
26 | hsa-miR-139-5p | CCNB1 | -2.41 | 0 | 3.14 | 0 | miRanda | -0.36 | 0 | NA | |
27 | hsa-miR-140-5p | CCNB1 | -0.89 | 0 | 3.14 | 0 | miRanda | -0.34 | 0 | NA | |
28 | hsa-let-7c-5p | CCNB2 | -1.72 | 0 | 4.7 | 0 | miRNAWalker2 validate | -0.28 | 0 | NA | |
29 | hsa-miR-23b-3p | CCNB2 | -0.94 | 0 | 4.7 | 0 | miRNAWalker2 validate | -0.51 | 0 | NA | |
30 | hsa-let-7i-5p | CCND1 | 0.16 | 0.19478 | 0.77 | 0.00198 | miRNATAP | -0.24 | 0.01462 | NA | |
31 | hsa-miR-106b-5p | CCND1 | 2.18 | 0 | 0.77 | 0.00198 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.15 | 0.01742 | NA | |
32 | hsa-miR-15b-5p | CCND1 | 2.5 | 0 | 0.77 | 0.00198 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.16 | 0.00871 | NA | |
33 | hsa-miR-186-5p | CCND1 | 1.01 | 0 | 0.77 | 0.00198 | mirMAP | -0.27 | 0.00175 | NA | |
34 | hsa-miR-193a-3p | CCND1 | 0.42 | 0.05317 | 0.77 | 0.00198 | MirTarget; PITA; miRanda | -0.18 | 0.00109 | NA | |
35 | hsa-miR-195-5p | CCND1 | -1.82 | 0 | 0.77 | 0.00198 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.12 | 0.00793 | 21350001; 26631043; 25823925 | 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;MiR 195 inhibits the proliferation of human cervical cancer cells by directly targeting cyclin D1; The present study was to evaluate the level of miR-195 and cyclin D1 in CC tissues and cells; We further investigated the molecular mechanisms of miR-195 and cyclin D1 in CC cell lines HeLa and SiHa; Furthermore the expression of miR-195 was inversely proportional to that of cyclin D1 mRNA or protein p = 0.013 p = 0.015 respectively; However the inhibitor of miR-195 promoted the expression of cyclin D1 and cell proliferation; In conclusion our data suggest that miR-195 may have the potential role in treatment of CC patients as well as miR-195 is a novel regulator of invasiveness and tumorigenicity in CC cells by targeting cyclin D1;MicroRNA profiling identifies MiR 195 suppresses osteosarcoma cell metastasis by targeting CCND1; Meanwhile CCND1 was identified as the target gene of miR-195 and further studied; More importantly using real-time PCR we evaluated the expression of miR-195 and CCND1 in osteosarcoma samples from 107 frozen biopsy tissues and 99 formalin- or paraformalin-fixed paraffin-embedded FFPE tissues; Results indicated lowly expressed miR-195 or highly CCND1 correlated with positive overall survival and their expression inversely related to each other; In summary our study suggests miR-195 functions as a tumor metastasis suppressor gene by down-regulating CCND1 and can be used as a potential target in the treatment of osteosarcoma |
36 | hsa-miR-19b-1-5p | CCND1 | 0.96 | 0 | 0.77 | 0.00198 | miRNAWalker2 validate; miRTarBase | -0.14 | 0.01481 | NA | |
37 | hsa-miR-20a-5p | CCND1 | 1.51 | 0 | 0.77 | 0.00198 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.15 | 0.00609 | NA | |
38 | hsa-miR-29c-3p | CCND1 | -1.24 | 0 | 0.77 | 0.00198 | mirMAP | -0.3 | 0 | NA | |
39 | hsa-miR-338-3p | CCND1 | 0.43 | 0.0977 | 0.77 | 0.00198 | miRNAWalker2 validate; miRTarBase; miRanda | -0.1 | 0.02515 | NA | |
40 | hsa-miR-340-5p | CCND1 | 1.35 | 0 | 0.77 | 0.00198 | mirMAP | -0.19 | 0.00589 | NA | |
41 | hsa-miR-374a-5p | CCND1 | -0.08 | 0.50964 | 0.77 | 0.00198 | MirTarget | -0.39 | 4.0E-5 | 27191497 | microRNA 374a suppresses colon cancer progression by directly reducing CCND1 to inactivate the PI3K/AKT pathway; Furthermore luciferase reporter assays confirmed that miR-374a could directly reduce CCND1; We examined miR-374a levels by in situ hybridization and its correlation with CCND1 expression in CRC tumor tissues; High miR-374a expression with low level of CCND1 was protective factor in CRC; Together these findings indicate that miR-374a inactivates the PI3K/AKT axis by inhibiting CCND1 suppressing of colon cancer progression |
42 | hsa-miR-374b-5p | CCND1 | -0.16 | 0.22606 | 0.77 | 0.00198 | miRNAWalker2 validate; MirTarget | -0.28 | 0.00167 | NA | |
43 | hsa-miR-497-5p | CCND1 | -0.94 | 0.00031 | 0.77 | 0.00198 | MirTarget; miRNATAP | -0.11 | 0.0121 | 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 |
44 | hsa-let-7a-3p | CCND2 | 1.03 | 0 | -2.91 | 0 | mirMAP | -0.24 | 0.00166 | 20418948 | MicroRNA let 7a inhibits proliferation of human prostate cancer cells in vitro and in vivo by targeting E2F2 and CCND2 |
45 | hsa-let-7e-5p | CCND2 | 0.82 | 0 | -2.91 | 0 | miRNATAP | -0.38 | 0.00057 | NA | |
46 | hsa-let-7f-1-3p | CCND2 | 0.99 | 0 | -2.91 | 0 | mirMAP | -0.24 | 0.002 | NA | |
47 | hsa-let-7g-5p | CCND2 | 1.16 | 0 | -2.91 | 0 | miRNATAP | -0.34 | 5.0E-5 | NA | |
48 | hsa-miR-106a-5p | CCND2 | 2.94 | 0 | -2.91 | 0 | miRNATAP | -0.31 | 0 | NA | |
49 | hsa-miR-106b-5p | CCND2 | 2.18 | 0 | -2.91 | 0 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.67 | 0 | NA | |
50 | hsa-miR-10a-3p | CCND2 | 2.65 | 0 | -2.91 | 0 | mirMAP | -0.21 | 0 | NA | |
51 | hsa-miR-130b-5p | CCND2 | 3.62 | 0 | -2.91 | 0 | mirMAP | -0.38 | 0 | NA | |
52 | hsa-miR-141-3p | CCND2 | 4.68 | 0 | -2.91 | 0 | MirTarget; TargetScan | -0.37 | 0 | NA | |
53 | hsa-miR-151a-3p | CCND2 | 0.94 | 0 | -2.91 | 0 | mirMAP | -0.67 | 0 | NA | |
54 | hsa-miR-15a-5p | CCND2 | 1.78 | 0 | -2.91 | 0 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.62 | 0 | NA | |
55 | hsa-miR-15b-5p | CCND2 | 2.5 | 0 | -2.91 | 0 | miRNATAP | -0.73 | 0 | NA | |
56 | hsa-miR-16-2-3p | CCND2 | 2.34 | 0 | -2.91 | 0 | mirMAP | -0.5 | 0 | NA | |
57 | hsa-miR-16-5p | CCND2 | 1.88 | 0 | -2.91 | 0 | miRNAWalker2 validate; miRNATAP | -0.6 | 0 | NA | |
58 | hsa-miR-17-5p | CCND2 | 2.27 | 0 | -2.91 | 0 | miRNAWalker2 validate; miRTarBase; TargetScan; miRNATAP | -0.52 | 0 | NA | |
59 | hsa-miR-181a-2-3p | CCND2 | 1.65 | 0 | -2.91 | 0 | mirMAP | -0.33 | 0 | NA | |
60 | hsa-miR-182-5p | CCND2 | 5.18 | 0 | -2.91 | 0 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.37 | 0 | NA | |
61 | hsa-miR-183-5p | CCND2 | 6.02 | 0 | -2.91 | 0 | miRNATAP | -0.37 | 0 | NA | |
62 | hsa-miR-185-5p | CCND2 | 1.98 | 0 | -2.91 | 0 | MirTarget; miRNATAP | -0.57 | 0 | NA | |
63 | hsa-miR-186-5p | CCND2 | 1.01 | 0 | -2.91 | 0 | mirMAP; miRNATAP | -0.5 | 0 | NA | |
64 | hsa-miR-188-5p | CCND2 | 1.83 | 0 | -2.91 | 0 | PITA; mirMAP | -0.32 | 0 | NA | |
65 | hsa-miR-191-5p | CCND2 | 2.25 | 0 | -2.91 | 0 | MirTarget | -0.49 | 0 | NA | |
66 | hsa-miR-19a-3p | CCND2 | 1.85 | 0 | -2.91 | 0 | MirTarget; miRNATAP | -0.46 | 0 | NA | |
67 | hsa-miR-19b-3p | CCND2 | 1.34 | 0 | -2.91 | 0 | miRNAWalker2 validate; MirTarget; miRNATAP | -0.51 | 0 | NA | |
68 | hsa-miR-200a-3p | CCND2 | 4.84 | 0 | -2.91 | 0 | MirTarget | -0.35 | 0 | NA | |
69 | hsa-miR-20a-5p | CCND2 | 1.51 | 0 | -2.91 | 0 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.42 | 0 | NA | |
70 | hsa-miR-20b-5p | CCND2 | 3.36 | 0 | -2.91 | 0 | miRNATAP | -0.19 | 0 | NA | |
71 | hsa-miR-21-3p | CCND2 | 2.45 | 0 | -2.91 | 0 | mirMAP | -0.29 | 0 | NA | |
72 | hsa-miR-301a-3p | CCND2 | 1.94 | 0 | -2.91 | 0 | miRNAWalker2 validate | -0.42 | 0 | NA | |
73 | hsa-miR-3065-3p | CCND2 | 2.26 | 0 | -2.91 | 0 | MirTarget; miRNATAP | -0.24 | 0 | NA | |
74 | hsa-miR-3065-5p | CCND2 | 2.75 | 0 | -2.91 | 0 | mirMAP | -0.23 | 0 | NA | |
75 | hsa-miR-30d-3p | CCND2 | 0.76 | 4.0E-5 | -2.91 | 0 | mirMAP | -0.46 | 0 | NA | |
76 | hsa-miR-32-3p | CCND2 | 2.4 | 0 | -2.91 | 0 | mirMAP | -0.37 | 0 | NA | |
77 | hsa-miR-320a | CCND2 | 0.5 | 0.00226 | -2.91 | 0 | miRNAWalker2 validate; mirMAP; miRNATAP | -0.23 | 0.00781 | NA | |
78 | hsa-miR-320b | CCND2 | 1.1 | 0 | -2.91 | 0 | mirMAP; miRNATAP | -0.31 | 0 | NA | |
79 | hsa-miR-320c | CCND2 | 0.73 | 0.00058 | -2.91 | 0 | mirMAP; miRNATAP | -0.18 | 0.00731 | NA | |
80 | hsa-miR-324-3p | CCND2 | 2.35 | 0 | -2.91 | 0 | miRNAWalker2 validate | -0.58 | 0 | NA | |
81 | hsa-miR-331-5p | CCND2 | 1.36 | 0 | -2.91 | 0 | miRNATAP | -0.42 | 0 | NA | |
82 | hsa-miR-33a-3p | CCND2 | 1.39 | 0 | -2.91 | 0 | MirTarget | -0.33 | 0 | NA | |
83 | hsa-miR-378a-3p | CCND2 | 0.41 | 0.09788 | -2.91 | 0 | miRNAWalker2 validate | -0.19 | 0.00115 | NA | |
84 | hsa-miR-423-5p | CCND2 | 0.88 | 0 | -2.91 | 0 | miRNAWalker2 validate | -0.35 | 0.00017 | NA | |
85 | hsa-miR-429 | CCND2 | 5.04 | 0 | -2.91 | 0 | miRNATAP | -0.35 | 0 | NA | |
86 | hsa-miR-486-5p | CCND2 | 0.63 | 0.03561 | -2.91 | 0 | miRNATAP | -0.13 | 0.00611 | NA | |
87 | hsa-miR-500a-5p | CCND2 | 0.8 | 4.0E-5 | -2.91 | 0 | mirMAP | -0.24 | 0.00106 | NA | |
88 | hsa-miR-501-5p | CCND2 | 1.63 | 0 | -2.91 | 0 | PITA; mirMAP; miRNATAP | -0.39 | 0 | NA | |
89 | hsa-miR-548v | CCND2 | 1.7 | 0 | -2.91 | 0 | MirTarget | -0.23 | 0 | NA | |
90 | hsa-miR-550a-5p | CCND2 | 1.69 | 0 | -2.91 | 0 | MirTarget | -0.47 | 0 | NA | |
91 | hsa-miR-577 | CCND2 | 3.23 | 0 | -2.91 | 0 | PITA; mirMAP | -0.15 | 0 | NA | |
92 | hsa-miR-589-3p | CCND2 | 1.7 | 0 | -2.91 | 0 | mirMAP | -0.3 | 0 | NA | |
93 | hsa-miR-590-3p | CCND2 | 1.73 | 0 | -2.91 | 0 | miRanda; mirMAP | -0.35 | 0 | NA | |
94 | hsa-miR-590-5p | CCND2 | 1.46 | 0 | -2.91 | 0 | mirMAP | -0.46 | 0 | NA | |
95 | hsa-miR-616-5p | CCND2 | 1.97 | 0 | -2.91 | 0 | mirMAP | -0.3 | 0 | NA | |
96 | hsa-miR-660-5p | CCND2 | 0.21 | 0.2672 | -2.91 | 0 | mirMAP | -0.2 | 0.00979 | NA | |
97 | hsa-miR-7-1-3p | CCND2 | 1.84 | 0 | -2.91 | 0 | mirMAP | -0.35 | 0 | NA | |
98 | hsa-miR-877-5p | CCND2 | 3.92 | 0 | -2.91 | 0 | miRNAWalker2 validate | -0.36 | 0 | NA | |
99 | hsa-miR-9-3p | CCND2 | 2.21 | 0 | -2.91 | 0 | MirTarget; mirMAP; miRNATAP | -0.16 | 0 | NA | |
100 | hsa-miR-93-5p | CCND2 | 2.58 | 0 | -2.91 | 0 | miRNATAP | -0.66 | 0 | NA | |
101 | hsa-miR-96-5p | CCND2 | 5.73 | 0 | -2.91 | 0 | TargetScan; miRNATAP | -0.38 | 0 | NA | |
102 | hsa-miR-125b-5p | CCNE1 | -1.42 | 0 | 3.88 | 0 | miRNAWalker2 validate | -0.25 | 2.0E-5 | NA | |
103 | hsa-miR-195-5p | CCNE1 | -1.82 | 0 | 3.88 | 0 | miRNAWalker2 validate; MirTarget; miRNATAP | -0.5 | 0 | 24402230 | Furthermore through qPCR and western blot assays we showed that overexpression of miR-195-5p reduced CCNE1 mRNA and protein levels respectively |
104 | hsa-miR-26a-5p | CCNE1 | -0.63 | 0 | 3.88 | 0 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.29 | 0.02122 | 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 |
105 | hsa-miR-424-5p | CCNE1 | -2.23 | 0 | 3.88 | 0 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.36 | 0 | NA | |
106 | hsa-miR-497-5p | CCNE1 | -0.94 | 0.00031 | 3.88 | 0 | MirTarget; miRNATAP | -0.42 | 0 | 24112607; 25909221; 24909281 | 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;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 |
107 | hsa-miR-126-3p | CCNE2 | -0.24 | 0.10958 | 2.32 | 0 | miRNAWalker2 validate | -0.24 | 0.00698 | NA | |
108 | hsa-miR-140-5p | CCNE2 | -0.89 | 0 | 2.32 | 0 | miRanda | -0.41 | 0 | NA | |
109 | hsa-miR-26a-5p | CCNE2 | -0.63 | 0 | 2.32 | 0 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.62 | 0 | 24116110; 21901171 | The loss of miR 26a mediated post transcriptional regulation of cyclin E2 in pancreatic cancer cell proliferation and decreased patient survival; The in vitro and in vivo assays showed that overexpression of miR-26a resulted in cell cycle arrest inhibited cell proliferation and decreased tumor growth which was associated with cyclin E2 downregulation;We also show that enforced expression of miR-26a in AML cells is able to inhibit cell cycle progression by downregulating cyclin E2 expression |
110 | hsa-miR-26b-5p | CCNE2 | 0.3 | 0.04319 | 2.32 | 0 | miRNATAP | -0.26 | 0.00373 | NA | |
111 | hsa-miR-30a-5p | CCNE2 | 0.2 | 0.42032 | 2.32 | 0 | miRNATAP | -0.18 | 0.00073 | NA | |
112 | hsa-let-7e-5p | CCNG1 | 0.82 | 0 | -0.68 | 0 | miRNAWalker2 validate | -0.12 | 0.02355 | NA | |
113 | hsa-miR-142-5p | CCNG1 | 1.99 | 0 | -0.68 | 0 | mirMAP | -0.11 | 1.0E-5 | NA | |
114 | hsa-miR-21-5p | CCNG1 | 1.51 | 0 | -0.68 | 0 | miRNAWalker2 validate | -0.1 | 0.00756 | NA | |
115 | hsa-miR-23a-3p | CCNG1 | 1.08 | 0 | -0.68 | 0 | MirTarget; miRNATAP | -0.21 | 0 | NA | |
116 | hsa-miR-24-3p | CCNG1 | 0.86 | 0 | -0.68 | 0 | miRNAWalker2 validate | -0.23 | 0 | NA | |
117 | hsa-miR-27a-3p | CCNG1 | 1.21 | 0 | -0.68 | 0 | MirTarget; miRNATAP | -0.21 | 0 | NA | |
118 | hsa-miR-335-3p | CCNG1 | 1.32 | 0 | -0.68 | 0 | MirTarget; mirMAP | -0.11 | 0.0001 | NA | |
119 | hsa-miR-339-5p | CCNG1 | 1.79 | 0 | -0.68 | 0 | miRanda | -0.13 | 2.0E-5 | NA | |
120 | hsa-miR-590-3p | CCNG1 | 1.73 | 0 | -0.68 | 0 | miRanda | -0.14 | 2.0E-5 | NA | |
121 | hsa-miR-590-5p | CCNG1 | 1.46 | 0 | -0.68 | 0 | miRanda | -0.14 | 6.0E-5 | NA | |
122 | hsa-miR-96-5p | CCNG1 | 5.73 | 0 | -0.68 | 0 | MirTarget; TargetScan | -0.11 | 0 | NA | |
123 | hsa-let-7a-3p | CCNG2 | 1.03 | 0 | -0.24 | 0.07462 | MirTarget; mirMAP | -0.14 | 4.0E-5 | NA | |
124 | hsa-let-7f-1-3p | CCNG2 | 0.99 | 0 | -0.24 | 0.07462 | MirTarget; mirMAP | -0.13 | 0.0002 | NA | |
125 | hsa-miR-142-5p | CCNG2 | 1.99 | 0 | -0.24 | 0.07462 | MirTarget; miRNATAP | -0.14 | 0 | NA | |
126 | hsa-miR-16-2-3p | CCNG2 | 2.34 | 0 | -0.24 | 0.07462 | mirMAP | -0.11 | 0.00042 | NA | |
127 | hsa-miR-26a-2-3p | CCNG2 | 0.1 | 0.58757 | -0.24 | 0.07462 | mirMAP | -0.11 | 0.00397 | NA | |
128 | hsa-miR-26a-5p | CCNG2 | -0.63 | 0 | -0.24 | 0.07462 | mirMAP | -0.15 | 0.00605 | NA | |
129 | hsa-miR-26b-3p | CCNG2 | 0.54 | 0.00102 | -0.24 | 0.07462 | MirTarget | -0.13 | 0.00089 | NA | |
130 | hsa-miR-26b-5p | CCNG2 | 0.3 | 0.04319 | -0.24 | 0.07462 | mirMAP | -0.2 | 0 | NA | |
131 | hsa-miR-331-5p | CCNG2 | 1.36 | 0 | -0.24 | 0.07462 | miRNATAP | -0.15 | 4.0E-5 | NA | |
132 | hsa-miR-335-5p | CCNG2 | 0.35 | 0.09622 | -0.24 | 0.07462 | miRNAWalker2 validate; mirMAP | -0.16 | 0 | NA | |
133 | hsa-miR-342-3p | CCNG2 | 0.91 | 0 | -0.24 | 0.07462 | miRanda | -0.23 | 0 | NA | |
134 | hsa-miR-374b-5p | CCNG2 | -0.16 | 0.22606 | -0.24 | 0.07462 | mirMAP | -0.19 | 7.0E-5 | NA | |
135 | hsa-miR-590-3p | CCNG2 | 1.73 | 0 | -0.24 | 0.07462 | miRanda; mirMAP | -0.13 | 0.0001 | NA | |
136 | hsa-miR-590-5p | CCNG2 | 1.46 | 0 | -0.24 | 0.07462 | mirMAP | -0.15 | 2.0E-5 | NA | |
137 | hsa-miR-127-3p | CD82 | -1.35 | 0 | 0.67 | 0.00603 | miRanda | -0.22 | 0 | NA | |
138 | hsa-miR-140-5p | CDK2 | -0.89 | 0 | 0.53 | 5.0E-5 | miRanda | -0.18 | 0 | NA | |
139 | hsa-miR-23b-3p | CDK2 | -0.94 | 0 | 0.53 | 5.0E-5 | miRNAWalker2 validate | -0.12 | 0.00204 | NA | |
140 | hsa-miR-26b-5p | CDK2 | 0.3 | 0.04319 | 0.53 | 5.0E-5 | miRNAWalker2 validate | -0.13 | 0.00126 | NA | |
141 | hsa-miR-195-5p | CDK4 | -1.82 | 0 | 0.3 | 0.00478 | miRNAWalker2 validate; miRTarBase | -0.12 | 0 | NA | |
142 | hsa-let-7a-3p | CDK6 | 1.03 | 0 | -0.99 | 0.0001 | miRNATAP | -0.3 | 0 | NA | |
143 | hsa-let-7a-5p | CDK6 | 0.1 | 0.43289 | -0.99 | 0.0001 | miRNAWalker2 validate; miRTarBase; TargetScan | -0.58 | 0 | NA | |
144 | hsa-let-7b-3p | CDK6 | 0.35 | 0.07056 | -0.99 | 0.0001 | miRNATAP | -0.26 | 3.0E-5 | NA | |
145 | hsa-let-7b-5p | CDK6 | -0.07 | 0.65185 | -0.99 | 0.0001 | miRNAWalker2 validate; miRTarBase | -0.37 | 0 | NA | |
146 | hsa-miR-106b-5p | CDK6 | 2.18 | 0 | -0.99 | 0.0001 | mirMAP | -0.15 | 0.01871 | NA | |
147 | hsa-miR-107 | CDK6 | 1.81 | 0 | -0.99 | 0.0001 | miRNAWalker2 validate; miRTarBase; PITA; miRNATAP | -0.2 | 0.00392 | 19407485; 22491216; 21264532; 19688090 | Enforced expression of miR-107 in MiaPACA-2 and PANC-1 cells downregulated in vitro growth and this was associated with repression of the putative miR-107 target cyclin-dependent kinase 6 thereby providing a functional basis for the epigenetic inactivation of this miRNA in pancreatic cancer;Levels of known miR-107 targets protein kinase Cε PKCε cyclin-dependent kinase 6 CDK6 and hypoxia-inducible factor 1-β HIF1-β decreased following NP/pre-miR-107 treatment;We have identified miR-107 as a potential regulator of CDK6 expression; A bioinformatics search revealed a putative target site for miR-107 within the CDK6 3' untranslated region; Expression of miR-107 in gastric cancer cell lines was found inversely correlated with CDK6 expression; miR-107 could significantly suppress CDK6 3' UTR luciferase reporter activity and this effect was not detectable when the putative 3' UTR target site was mutated; Consistent with the results of the reporter assay ectopic expression of miR-107 reduced both mRNA and protein expression levels of CDK6 inhibited proliferation induced G1 cell cycle arrest and blocked invasion of the gastric cancer cells; Our results suggest that miR-107 may have a tumor suppressor function by directly targeting CDK6 to inhibit the proliferation and invasion activities of gastric cancer cells;Using miRNA-target prediction analyses and the array data we listed up a set of likely targets of miR-107 and miR-185 for G1 cell cycle arrest and validate a subset of them using real-time RT-PCR and immunoblotting for CDK6 |
148 | hsa-miR-1254 | CDK6 | 2.69 | 0 | -0.99 | 0.0001 | PITA; miRNATAP | -0.11 | 0.01773 | NA | |
149 | hsa-miR-141-3p | CDK6 | 4.68 | 0 | -0.99 | 0.0001 | TargetScan; miRNATAP | -0.2 | 0 | NA | |
150 | hsa-miR-148b-3p | CDK6 | 1.81 | 0 | -0.99 | 0.0001 | mirMAP | -0.36 | 0 | NA |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | REGULATION OF CELL CYCLE | 29 | 949 | 1.313e-26 | 6.111e-23 |
2 | CELL CYCLE | 29 | 1316 | 1.362e-22 | 3.168e-19 |
3 | POSITIVE REGULATION OF CELL DEATH | 22 | 605 | 3.397e-21 | 3.951e-18 |
4 | NEGATIVE REGULATION OF CELL CYCLE | 20 | 433 | 3.174e-21 | 3.951e-18 |
5 | CELL CYCLE PROCESS | 26 | 1081 | 7.363e-21 | 6.852e-18 |
6 | MITOTIC CELL CYCLE | 23 | 766 | 2.35e-20 | 1.822e-17 |
7 | REGULATION OF CELL DEATH | 28 | 1472 | 5.807e-20 | 3.86e-17 |
8 | REGULATION OF CELL CYCLE ARREST | 13 | 108 | 2.597e-19 | 1.51e-16 |
9 | NEGATIVE REGULATION OF CELL CYCLE G1 S PHASE TRANSITION | 12 | 98 | 5.754e-18 | 2.975e-15 |
10 | CELL DEATH | 23 | 1001 | 8.923e-18 | 4.152e-15 |
11 | G1 DNA DAMAGE CHECKPOINT | 11 | 73 | 1.414e-17 | 4.886e-15 |
12 | POSITIVE REGULATION OF CELL CYCLE PROCESS | 15 | 247 | 1.177e-17 | 4.886e-15 |
13 | RESPONSE TO ABIOTIC STIMULUS | 23 | 1024 | 1.47e-17 | 4.886e-15 |
14 | CELL CYCLE CHECKPOINT | 14 | 194 | 1.468e-17 | 4.886e-15 |
15 | CELL CYCLE PHASE TRANSITION | 15 | 255 | 1.901e-17 | 5.898e-15 |
16 | POSITIVE REGULATION OF PROTEIN METABOLIC PROCESS | 26 | 1492 | 2.192e-17 | 6.374e-15 |
17 | POSITIVE REGULATION OF CELL CYCLE | 16 | 332 | 3.233e-17 | 8.849e-15 |
18 | NEGATIVE REGULATION OF CELL CYCLE PROCESS | 14 | 214 | 5.881e-17 | 1.52e-14 |
19 | POSITIVE REGULATION OF CELL CYCLE ARREST | 11 | 85 | 8.308e-17 | 2.035e-14 |
20 | SIGNAL TRANSDUCTION BY P53 CLASS MEDIATOR | 12 | 127 | 1.451e-16 | 3.376e-14 |
21 | REGULATION OF MITOTIC CELL CYCLE | 17 | 468 | 3.089e-16 | 6.843e-14 |
22 | MITOTIC DNA INTEGRITY CHECKPOINT | 11 | 100 | 5.376e-16 | 1.137e-13 |
23 | REGULATION OF PROTEIN MODIFICATION PROCESS | 26 | 1710 | 6.088e-16 | 1.232e-13 |
24 | REGULATION OF TRANSFERASE ACTIVITY | 21 | 946 | 7.915e-16 | 1.44e-13 |
25 | NEGATIVE REGULATION OF CELL CYCLE PHASE TRANSITION | 12 | 146 | 8.046e-16 | 1.44e-13 |
26 | DNA INTEGRITY CHECKPOINT | 12 | 146 | 8.046e-16 | 1.44e-13 |
27 | REGULATION OF CELL CYCLE G1 S PHASE TRANSITION | 12 | 147 | 8.747e-16 | 1.491e-13 |
28 | NEGATIVE REGULATION OF MITOTIC CELL CYCLE | 13 | 199 | 8.973e-16 | 1.491e-13 |
29 | APOPTOTIC SIGNALING PATHWAY | 14 | 289 | 3.924e-15 | 6.296e-13 |
30 | CELLULAR RESPONSE TO STRESS | 24 | 1565 | 1.202e-14 | 1.865e-12 |
31 | REGULATION OF CELL CYCLE PHASE TRANSITION | 14 | 321 | 1.675e-14 | 2.514e-12 |
32 | SIGNAL TRANSDUCTION IN RESPONSE TO DNA DAMAGE | 10 | 96 | 2.258e-14 | 3.183e-12 |
33 | MITOTIC CELL CYCLE CHECKPOINT | 11 | 139 | 2.219e-14 | 3.183e-12 |
34 | REGULATION OF PHOSPHORUS METABOLIC PROCESS | 24 | 1618 | 2.518e-14 | 3.446e-12 |
35 | INTRINSIC APOPTOTIC SIGNALING PATHWAY | 11 | 152 | 6.012e-14 | 7.993e-12 |
36 | REGULATION OF CELL CYCLE PROCESS | 16 | 558 | 1.077e-13 | 1.391e-11 |
37 | REPLICATIVE SENESCENCE | 6 | 12 | 1.263e-13 | 1.588e-11 |
38 | REGULATION OF PROTEIN SERINE THREONINE KINASE ACTIVITY | 15 | 470 | 1.585e-13 | 1.941e-11 |
39 | RESPONSE TO OXYGEN LEVELS | 13 | 311 | 2.867e-13 | 3.42e-11 |
40 | CELLULAR RESPONSE TO DNA DAMAGE STIMULUS | 17 | 720 | 3.554e-13 | 4.135e-11 |
41 | AGING | 12 | 264 | 9.959e-13 | 1.13e-10 |
42 | REGULATION OF KINASE ACTIVITY | 17 | 776 | 1.183e-12 | 1.301e-10 |
43 | ACTIVATION OF CYSTEINE TYPE ENDOPEPTIDASE ACTIVITY | 9 | 95 | 1.203e-12 | 1.301e-10 |
44 | REGULATION OF CYCLIN DEPENDENT PROTEIN KINASE ACTIVITY | 9 | 97 | 1.458e-12 | 1.542e-10 |
45 | INTRACELLULAR SIGNAL TRANSDUCTION | 22 | 1572 | 1.615e-12 | 1.67e-10 |
46 | REGULATION OF APOPTOTIC SIGNALING PATHWAY | 13 | 363 | 2.037e-12 | 2.061e-10 |
47 | CELL CYCLE ARREST | 10 | 154 | 2.777e-12 | 2.749e-10 |
48 | CELL CYCLE G1 S PHASE TRANSITION | 9 | 111 | 5.028e-12 | 4.775e-10 |
49 | G1 S TRANSITION OF MITOTIC CELL CYCLE | 9 | 111 | 5.028e-12 | 4.775e-10 |
50 | ZYMOGEN ACTIVATION | 9 | 112 | 5.458e-12 | 5.079e-10 |
51 | REGULATION OF CELL PROLIFERATION | 21 | 1496 | 6.142e-12 | 5.603e-10 |
52 | POSITIVE REGULATION OF APOPTOTIC SIGNALING PATHWAY | 10 | 171 | 7.917e-12 | 7.084e-10 |
53 | RESPONSE TO DRUG | 13 | 431 | 1.757e-11 | 1.542e-09 |
54 | CELL DIVISION | 13 | 460 | 3.95e-11 | 3.404e-09 |
55 | POSITIVE REGULATION OF PROTEOLYSIS | 12 | 363 | 4.13e-11 | 3.494e-09 |
56 | REGULATION OF INTRACELLULAR SIGNAL TRANSDUCTION | 21 | 1656 | 4.212e-11 | 3.5e-09 |
57 | POSITIVE REGULATION OF PROTEIN MODIFICATION PROCESS | 18 | 1135 | 4.7e-11 | 3.836e-09 |
58 | RESPONSE TO IONIZING RADIATION | 9 | 145 | 5.681e-11 | 4.557e-09 |
59 | REGULATION OF PROTEOLYSIS | 15 | 711 | 5.808e-11 | 4.58e-09 |
60 | REGULATION OF CYSTEINE TYPE ENDOPEPTIDASE ACTIVITY | 10 | 213 | 6.982e-11 | 5.415e-09 |
61 | POSITIVE REGULATION OF CATALYTIC ACTIVITY | 20 | 1518 | 7.566e-11 | 5.772e-09 |
62 | POSITIVE REGULATION OF PEPTIDASE ACTIVITY | 9 | 154 | 9.76e-11 | 7.208e-09 |
63 | POSITIVE REGULATION OF INTRACELLULAR SIGNAL TRANSDUCTION | 16 | 876 | 9.679e-11 | 7.208e-09 |
64 | POSITIVE REGULATION OF PHOSPHATE METABOLIC PROCESS | 17 | 1036 | 1.132e-10 | 8.101e-09 |
65 | POSITIVE REGULATION OF PHOSPHORUS METABOLIC PROCESS | 17 | 1036 | 1.132e-10 | 8.101e-09 |
66 | REGULATION OF SIGNAL TRANSDUCTION BY P53 CLASS MEDIATOR | 9 | 162 | 1.536e-10 | 1.083e-08 |
67 | POSITIVE REGULATION OF MOLECULAR FUNCTION | 21 | 1791 | 1.826e-10 | 1.268e-08 |
68 | CELL AGING | 7 | 67 | 2.266e-10 | 1.551e-08 |
69 | CELLULAR RESPONSE TO ABIOTIC STIMULUS | 10 | 263 | 5.493e-10 | 3.705e-08 |
70 | CELL CYCLE G2 M PHASE TRANSITION | 8 | 138 | 1.252e-09 | 8.325e-08 |
71 | DNA METABOLIC PROCESS | 14 | 758 | 1.632e-09 | 1.07e-07 |
72 | REGULATION OF PEPTIDASE ACTIVITY | 11 | 392 | 1.682e-09 | 1.087e-07 |
73 | NEGATIVE REGULATION OF CELL PROLIFERATION | 13 | 643 | 2.381e-09 | 1.518e-07 |
74 | RESPONSE TO RADIATION | 11 | 413 | 2.901e-09 | 1.824e-07 |
75 | REGULATION OF RESPONSE TO STRESS | 18 | 1468 | 3.011e-09 | 1.868e-07 |
76 | REGULATION OF EXTRINSIC APOPTOTIC SIGNALING PATHWAY VIA DEATH DOMAIN RECEPTORS | 6 | 55 | 3.667e-09 | 2.245e-07 |
77 | REGENERATION | 8 | 161 | 4.251e-09 | 2.569e-07 |
78 | REGULATION OF CELL CYCLE G2 M PHASE TRANSITION | 6 | 59 | 5.658e-09 | 3.375e-07 |
79 | NEGATIVE REGULATION OF TRANSFERASE ACTIVITY | 10 | 351 | 8.824e-09 | 5.132e-07 |
80 | RESPONSE TO X RAY | 5 | 30 | 8.754e-09 | 5.132e-07 |
81 | RESPONSE TO OXYGEN CONTAINING COMPOUND | 17 | 1381 | 9.099e-09 | 5.227e-07 |
82 | CELLULAR RESPONSE TO EXTERNAL STIMULUS | 9 | 264 | 1.136e-08 | 6.446e-07 |
83 | PROTEIN MATURATION | 9 | 265 | 1.174e-08 | 6.554e-07 |
84 | RESPONSE TO ALCOHOL | 10 | 362 | 1.183e-08 | 6.554e-07 |
85 | RESPONSE TO LIPID | 14 | 888 | 1.231e-08 | 6.738e-07 |
86 | RESPONSE TO STEROID HORMONE | 11 | 497 | 1.968e-08 | 1.045e-06 |
87 | NEURON APOPTOTIC PROCESS | 5 | 35 | 1.976e-08 | 1.045e-06 |
88 | NEGATIVE REGULATION OF PROTEIN METABOLIC PROCESS | 15 | 1087 | 1.948e-08 | 1.045e-06 |
89 | PROTEIN STABILIZATION | 7 | 131 | 2.592e-08 | 1.355e-06 |
90 | DNA REPLICATION | 8 | 208 | 3.159e-08 | 1.633e-06 |
91 | REGULATION OF FIBROBLAST PROLIFERATION | 6 | 81 | 3.917e-08 | 2.003e-06 |
92 | POSITIVE REGULATION OF CELL COMMUNICATION | 17 | 1532 | 4.236e-08 | 2.143e-06 |
93 | ORGAN REGENERATION | 6 | 83 | 4.539e-08 | 2.25e-06 |
94 | RESPONSE TO ESTROGEN | 8 | 218 | 4.546e-08 | 2.25e-06 |
95 | NEGATIVE REGULATION OF CATALYTIC ACTIVITY | 13 | 829 | 4.876e-08 | 2.388e-06 |
96 | REGULATION OF PROTEIN STABILITY | 8 | 221 | 5.053e-08 | 2.449e-06 |
97 | RESPONSE TO ESTRADIOL | 7 | 146 | 5.48e-08 | 2.629e-06 |
98 | REGULATION OF CELLULAR RESPONSE TO STRESS | 12 | 691 | 5.853e-08 | 2.779e-06 |
99 | REGULATION OF EXTRINSIC APOPTOTIC SIGNALING PATHWAY | 7 | 153 | 7.562e-08 | 3.554e-06 |
100 | RESPONSE TO METAL ION | 9 | 333 | 8.363e-08 | 3.891e-06 |
101 | RESPONSE TO EXTERNAL STIMULUS | 18 | 1821 | 8.661e-08 | 3.99e-06 |
102 | NEGATIVE REGULATION OF CELL DEATH | 13 | 872 | 8.795e-08 | 4.012e-06 |
103 | NEURON DEATH | 5 | 47 | 9.14e-08 | 4.129e-06 |
104 | RESPONSE TO TOXIC SUBSTANCE | 8 | 241 | 9.855e-08 | 4.409e-06 |
105 | REGULATION OF DNA METABOLIC PROCESS | 9 | 340 | 9.983e-08 | 4.424e-06 |
106 | NEGATIVE REGULATION OF EXTRINSIC APOPTOTIC SIGNALING PATHWAY | 6 | 98 | 1.232e-07 | 5.408e-06 |
107 | NEGATIVE REGULATION OF CELL CYCLE ARREST | 4 | 20 | 1.375e-07 | 5.98e-06 |
108 | NEGATIVE REGULATION OF MOLECULAR FUNCTION | 14 | 1079 | 1.399e-07 | 6.026e-06 |
109 | RESPONSE TO ORGANIC CYCLIC COMPOUND | 13 | 917 | 1.575e-07 | 6.725e-06 |
110 | POSITIVE REGULATION OF FIBROBLAST PROLIFERATION | 5 | 53 | 1.692e-07 | 7.091e-06 |
111 | INTRINSIC APOPTOTIC SIGNALING PATHWAY BY P53 CLASS MEDIATOR | 5 | 53 | 1.692e-07 | 7.091e-06 |
112 | POSITIVE REGULATION OF TRANSFERASE ACTIVITY | 11 | 616 | 1.736e-07 | 7.211e-06 |
113 | POSITIVE REGULATION OF RESPONSE TO STIMULUS | 18 | 1929 | 2.077e-07 | 8.554e-06 |
114 | RESPONSE TO KETONE | 7 | 182 | 2.474e-07 | 1.01e-05 |
115 | HISTONE PHOSPHORYLATION | 4 | 25 | 3.559e-07 | 1.44e-05 |
116 | POSITIVE REGULATION OF PROTEIN SERINE THREONINE KINASE ACTIVITY | 8 | 289 | 3.944e-07 | 1.582e-05 |
117 | NEGATIVE REGULATION OF APOPTOTIC SIGNALING PATHWAY | 7 | 200 | 4.684e-07 | 1.863e-05 |
118 | RESPONSE TO UV | 6 | 126 | 5.481e-07 | 2.161e-05 |
119 | POSITIVE REGULATION OF LEUKOCYTE APOPTOTIC PROCESS | 4 | 28 | 5.73e-07 | 2.241e-05 |
120 | NEGATIVE REGULATION OF PHOSPHORYLATION | 9 | 422 | 6.161e-07 | 2.389e-05 |
121 | RESPONSE TO MECHANICAL STIMULUS | 7 | 210 | 6.507e-07 | 2.502e-05 |
122 | REGULATION OF PROTEIN INSERTION INTO MITOCHONDRIAL MEMBRANE INVOLVED IN APOPTOTIC SIGNALING PATHWAY | 4 | 29 | 6.636e-07 | 2.51e-05 |
123 | POSITIVE REGULATION OF PROTEIN INSERTION INTO MITOCHONDRIAL MEMBRANE INVOLVED IN APOPTOTIC SIGNALING PATHWAY | 4 | 29 | 6.636e-07 | 2.51e-05 |
124 | INTRINSIC APOPTOTIC SIGNALING PATHWAY IN RESPONSE TO DNA DAMAGE | 5 | 71 | 7.431e-07 | 2.788e-05 |
125 | NEGATIVE REGULATION OF B CELL ACTIVATION | 4 | 30 | 7.643e-07 | 2.822e-05 |
126 | NEGATIVE REGULATION OF CELL MATRIX ADHESION | 4 | 30 | 7.643e-07 | 2.822e-05 |
127 | RESPONSE TO ENDOGENOUS STIMULUS | 15 | 1450 | 8.319e-07 | 3.048e-05 |
128 | CELLULAR RESPONSE TO RADIATION | 6 | 137 | 8.966e-07 | 3.259e-05 |
129 | RESPONSE TO HORMONE | 12 | 893 | 9.189e-07 | 3.314e-05 |
130 | NEGATIVE REGULATION OF CYCLIN DEPENDENT PROTEIN KINASE ACTIVITY | 4 | 32 | 9.994e-07 | 3.577e-05 |
131 | CELLULAR RESPONSE TO OXYGEN LEVELS | 6 | 143 | 1.153e-06 | 4.094e-05 |
132 | REGULATION OF LEUKOCYTE APOPTOTIC PROCESS | 5 | 79 | 1.268e-06 | 4.47e-05 |
133 | NEGATIVE REGULATION OF EXTRINSIC APOPTOTIC SIGNALING PATHWAY VIA DEATH DOMAIN RECEPTORS | 4 | 34 | 1.284e-06 | 4.493e-05 |
134 | CELLULAR RESPONSE TO MECHANICAL STIMULUS | 5 | 80 | 1.35e-06 | 4.688e-05 |
135 | POSITIVE REGULATION OF MAPK CASCADE | 9 | 470 | 1.505e-06 | 5.186e-05 |
136 | POSITIVE REGULATION OF MITOCHONDRIAL OUTER MEMBRANE PERMEABILIZATION INVOLVED IN APOPTOTIC SIGNALING PATHWAY | 4 | 36 | 1.626e-06 | 5.521e-05 |
137 | NEGATIVE REGULATION OF PROTEIN MODIFICATION PROCESS | 10 | 616 | 1.625e-06 | 5.521e-05 |
138 | RESPONSE TO INORGANIC SUBSTANCE | 9 | 479 | 1.759e-06 | 5.931e-05 |
139 | POSITIVE REGULATION OF KINASE ACTIVITY | 9 | 482 | 1.852e-06 | 6.199e-05 |
140 | POSITIVE REGULATION OF CELLULAR PROTEIN LOCALIZATION | 8 | 360 | 2.053e-06 | 6.823e-05 |
141 | NEGATIVE REGULATION OF KINASE ACTIVITY | 7 | 250 | 2.085e-06 | 6.833e-05 |
142 | REGULATION OF GROWTH | 10 | 633 | 2.074e-06 | 6.833e-05 |
143 | ACTIVATION OF MAPKKK ACTIVITY | 3 | 11 | 2.112e-06 | 6.872e-05 |
144 | NEGATIVE REGULATION OF RESPONSE TO STIMULUS | 14 | 1360 | 2.276e-06 | 7.355e-05 |
145 | REGULATION OF CELL MATRIX ADHESION | 5 | 90 | 2.424e-06 | 7.78e-05 |
146 | REGULATION OF MITOCHONDRIAL OUTER MEMBRANE PERMEABILIZATION INVOLVED IN APOPTOTIC SIGNALING PATHWAY | 4 | 43 | 3.364e-06 | 0.0001072 |
147 | PROTEOLYSIS | 13 | 1208 | 3.536e-06 | 0.0001119 |
148 | ACTIVATION OF CYSTEINE TYPE ENDOPEPTIDASE ACTIVITY INVOLVED IN APOPTOTIC SIGNALING PATHWAY | 3 | 13 | 3.648e-06 | 0.0001139 |
149 | RESPONSE TO COBALT ION | 3 | 13 | 3.648e-06 | 0.0001139 |
150 | RESPONSE TO CORTICOSTEROID | 6 | 176 | 3.851e-06 | 0.0001195 |
151 | RESPONSE TO NITROGEN COMPOUND | 11 | 859 | 4.524e-06 | 0.0001394 |
152 | POSITIVE REGULATION OF P38MAPK CASCADE | 3 | 14 | 4.636e-06 | 0.000141 |
153 | DETERMINATION OF ADULT LIFESPAN | 3 | 14 | 4.636e-06 | 0.000141 |
154 | NEGATIVE REGULATION OF PHOSPHORUS METABOLIC PROCESS | 9 | 541 | 4.752e-06 | 0.0001427 |
155 | NEGATIVE REGULATION OF PHOSPHATE METABOLIC PROCESS | 9 | 541 | 4.752e-06 | 0.0001427 |
156 | POSITIVE REGULATION OF NEURON APOPTOTIC PROCESS | 4 | 47 | 4.828e-06 | 0.000144 |
157 | REGULATION OF CELLULAR PROTEIN LOCALIZATION | 9 | 552 | 5.593e-06 | 0.0001658 |
158 | NEGATIVE REGULATION OF B CELL PROLIFERATION | 3 | 15 | 5.785e-06 | 0.0001704 |
159 | RESPONSE TO GAMMA RADIATION | 4 | 50 | 6.201e-06 | 0.0001815 |
160 | CELLULAR RESPONSE TO IONIZING RADIATION | 4 | 52 | 7.264e-06 | 0.0002112 |
161 | REGULATION OF CATABOLIC PROCESS | 10 | 731 | 7.431e-06 | 0.0002148 |
162 | NEGATIVE REGULATION OF CELL SUBSTRATE ADHESION | 4 | 53 | 7.843e-06 | 0.0002253 |
163 | PHOSPHATE CONTAINING COMPOUND METABOLIC PROCESS | 16 | 1977 | 8.125e-06 | 0.0002319 |
164 | REGULATION OF LYMPHOCYTE APOPTOTIC PROCESS | 4 | 54 | 8.455e-06 | 0.0002399 |
165 | POSITIVE REGULATION OF CYSTEINE TYPE ENDOPEPTIDASE ACTIVITY INVOLVED IN APOPTOTIC SIGNALING PATHWAY | 3 | 17 | 8.616e-06 | 0.000243 |
166 | RESPONSE TO EXTRACELLULAR STIMULUS | 8 | 441 | 9.132e-06 | 0.0002545 |
167 | REGULATION OF B CELL PROLIFERATION | 4 | 55 | 9.102e-06 | 0.0002545 |
168 | REGULATION OF B CELL ACTIVATION | 5 | 121 | 1.037e-05 | 0.0002873 |
169 | PROTEIN PHOSPHORYLATION | 11 | 944 | 1.107e-05 | 0.0003049 |
170 | POSITIVE REGULATION OF MITOTIC CELL CYCLE | 5 | 123 | 1.123e-05 | 0.0003075 |
171 | NEGATIVE REGULATION OF PROTEIN SERINE THREONINE KINASE ACTIVITY | 5 | 126 | 1.263e-05 | 0.0003437 |
172 | REGULATION OF MITOCHONDRION ORGANIZATION | 6 | 218 | 1.311e-05 | 0.0003547 |
173 | REGULATION OF ESTABLISHMENT OF PROTEIN LOCALIZATION TO MITOCHONDRION | 5 | 128 | 1.363e-05 | 0.0003667 |
174 | POSITIVE REGULATION OF LYMPHOCYTE APOPTOTIC PROCESS | 3 | 20 | 1.437e-05 | 0.0003843 |
175 | DNA REPAIR | 8 | 480 | 1.686e-05 | 0.0004483 |
176 | NEGATIVE REGULATION OF CELL COMMUNICATION | 12 | 1192 | 1.788e-05 | 0.0004727 |
177 | RESPONSE TO ETHANOL | 5 | 136 | 1.828e-05 | 0.0004806 |
178 | CIRCADIAN RHYTHM | 5 | 137 | 1.894e-05 | 0.0004924 |
179 | CELLULAR RESPONSE TO UV | 4 | 66 | 1.887e-05 | 0.0004924 |
180 | RESPONSE TO ENDOPLASMIC RETICULUM STRESS | 6 | 233 | 1.911e-05 | 0.000494 |
181 | POSITIVE REGULATION OF PROTEIN OLIGOMERIZATION | 3 | 22 | 1.935e-05 | 0.0004947 |
182 | REGULATION OF CYSTEINE TYPE ENDOPEPTIDASE ACTIVITY INVOLVED IN APOPTOTIC SIGNALING PATHWAY | 3 | 22 | 1.935e-05 | 0.0004947 |
183 | POSITIVE REGULATION OF NEURON DEATH | 4 | 67 | 2.003e-05 | 0.0005093 |
184 | NEGATIVE REGULATION OF GROWTH | 6 | 236 | 2.054e-05 | 0.0005194 |
185 | ORGANELLE FISSION | 8 | 496 | 2.134e-05 | 0.0005366 |
186 | RESPONSE TO INCREASED OXYGEN LEVELS | 3 | 23 | 2.221e-05 | 0.0005527 |
187 | RESPONSE TO HYPEROXIA | 3 | 23 | 2.221e-05 | 0.0005527 |
188 | MITOTIC NUCLEAR DIVISION | 7 | 361 | 2.294e-05 | 0.0005678 |
189 | REGULATION OF MAPK CASCADE | 9 | 660 | 2.328e-05 | 0.0005704 |
190 | RAS PROTEIN SIGNAL TRANSDUCTION | 5 | 143 | 2.329e-05 | 0.0005704 |
191 | REGULATION OF MEMBRANE PERMEABILITY | 4 | 70 | 2.383e-05 | 0.0005806 |
192 | PHOSPHORYLATION | 12 | 1228 | 2.404e-05 | 0.0005827 |
193 | REGULATION OF EXECUTION PHASE OF APOPTOSIS | 3 | 24 | 2.534e-05 | 0.000611 |
194 | REGULATION OF NEURON DEATH | 6 | 252 | 2.97e-05 | 0.0007123 |
195 | RESPONSE TO CORTICOSTERONE | 3 | 26 | 3.245e-05 | 0.0007703 |
196 | REGULATION OF P38MAPK CASCADE | 3 | 26 | 3.245e-05 | 0.0007703 |
197 | POSITIVE REGULATION OF GENE EXPRESSION | 14 | 1733 | 3.663e-05 | 0.0008651 |
198 | RESPONSE TO BIOTIC STIMULUS | 10 | 886 | 3.906e-05 | 0.0009179 |
199 | REGULATION OF PROTEIN CATABOLIC PROCESS | 7 | 393 | 3.943e-05 | 0.0009219 |
200 | REGULATION OF DNA REPLICATION | 5 | 161 | 4.113e-05 | 0.0009568 |
201 | REGULATION OF NUCLEAR DIVISION | 5 | 163 | 4.362e-05 | 0.00101 |
202 | INTRINSIC APOPTOTIC SIGNALING PATHWAY IN RESPONSE TO DNA DAMAGE BY P53 CLASS MEDIATOR | 3 | 30 | 5.033e-05 | 0.001155 |
203 | RESPONSE TO CARBOHYDRATE | 5 | 168 | 5.038e-05 | 0.001155 |
204 | REGULATION OF HYDROLASE ACTIVITY | 12 | 1327 | 5.153e-05 | 0.001175 |
205 | ACTIVATION OF PROTEIN KINASE ACTIVITY | 6 | 279 | 5.24e-05 | 0.001189 |
206 | POSITIVE REGULATION OF REACTIVE OXYGEN SPECIES METABOLIC PROCESS | 4 | 86 | 5.367e-05 | 0.001206 |
207 | RESPONSE TO LIGHT STIMULUS | 6 | 280 | 5.346e-05 | 0.001206 |
208 | MULTICELLULAR ORGANISM AGING | 3 | 31 | 5.563e-05 | 0.001244 |
209 | REGULATION OF CELL SUBSTRATE ADHESION | 5 | 173 | 5.791e-05 | 0.001289 |
210 | POSITIVE REGULATION OF ORGANELLE ORGANIZATION | 8 | 573 | 5.938e-05 | 0.001316 |
211 | INTRINSIC APOPTOTIC SIGNALING PATHWAY IN RESPONSE TO ENDOPLASMIC RETICULUM STRESS | 3 | 32 | 6.128e-05 | 0.001351 |
212 | CELLULAR RESPONSE TO LIGHT STIMULUS | 4 | 91 | 6.696e-05 | 0.001456 |
213 | REGULATION OF PROTEIN EXPORT FROM NUCLEUS | 3 | 33 | 6.729e-05 | 0.001456 |
214 | CELLULAR SENESCENCE | 3 | 33 | 6.729e-05 | 0.001456 |
215 | REGULATION OF CELL AGING | 3 | 33 | 6.729e-05 | 0.001456 |
216 | MITOCHONDRIAL MEMBRANE ORGANIZATION | 4 | 92 | 6.988e-05 | 0.001505 |
217 | T CELL HOMEOSTASIS | 3 | 34 | 7.368e-05 | 0.001573 |
218 | PROTEIN KINASE B SIGNALING | 3 | 34 | 7.368e-05 | 0.001573 |
219 | RHYTHMIC PROCESS | 6 | 298 | 7.545e-05 | 0.001603 |
220 | MITOCHONDRION ORGANIZATION | 8 | 594 | 7.639e-05 | 0.001616 |
221 | REGULATION OF PROTEIN OLIGOMERIZATION | 3 | 35 | 8.045e-05 | 0.001679 |
222 | RESPONSE TO MINERALOCORTICOID | 3 | 35 | 8.045e-05 | 0.001679 |
223 | REGULATION OF RESPONSE TO REACTIVE OXYGEN SPECIES | 3 | 35 | 8.045e-05 | 0.001679 |
224 | REGULATION OF ORGANELLE ORGANIZATION | 11 | 1178 | 8.485e-05 | 0.001763 |
225 | POSITIVE REGULATION OF CYCLIN DEPENDENT PROTEIN KINASE ACTIVITY | 3 | 36 | 8.762e-05 | 0.001812 |
226 | RESPONSE TO NUTRIENT | 5 | 191 | 9.25e-05 | 0.001904 |
227 | EXTRINSIC APOPTOTIC SIGNALING PATHWAY | 4 | 99 | 9.299e-05 | 0.001906 |
228 | REGULATION OF NEURON APOPTOTIC PROCESS | 5 | 192 | 9.48e-05 | 0.001935 |
229 | REGULATION OF INTRACELLULAR TRANSPORT | 8 | 621 | 0.000104 | 0.002114 |
230 | EXTRINSIC APOPTOTIC SIGNALING PATHWAY VIA DEATH DOMAIN RECEPTORS | 3 | 39 | 0.0001116 | 0.002257 |
231 | CELLULAR RESPONSE TO ORGANIC CYCLIC COMPOUND | 7 | 465 | 0.0001133 | 0.002276 |
232 | RESPONSE TO MOLECULE OF BACTERIAL ORIGIN | 6 | 321 | 0.0001135 | 0.002276 |
233 | REGULATION OF LEUKOCYTE PROLIFERATION | 5 | 206 | 0.0001319 | 0.002635 |
234 | REGULATION OF CELL ACTIVATION | 7 | 484 | 0.0001452 | 0.002887 |
235 | REGULATION OF RELEASE OF CYTOCHROME C FROM MITOCHONDRIA | 3 | 44 | 0.0001603 | 0.003175 |
236 | REGULATION OF NUCLEOCYTOPLASMIC TRANSPORT | 5 | 220 | 0.0001793 | 0.003535 |
237 | RESPONSE TO OXIDATIVE STRESS | 6 | 352 | 0.0001874 | 0.003679 |
238 | NEGATIVE REGULATION OF CELL ADHESION | 5 | 223 | 0.000191 | 0.003733 |
239 | RESPONSE TO ANTIBIOTIC | 3 | 47 | 0.0001953 | 0.003803 |
240 | REGULATION OF SMOOTH MUSCLE CELL MIGRATION | 3 | 49 | 0.0002212 | 0.004288 |
241 | LYMPHOCYTE HOMEOSTASIS | 3 | 50 | 0.0002349 | 0.004535 |
242 | POSITIVE REGULATION OF BIOSYNTHETIC PROCESS | 13 | 1805 | 0.0002394 | 0.004602 |
243 | POSITIVE REGULATION OF INTRACELLULAR TRANSPORT | 6 | 370 | 0.0002452 | 0.004695 |
244 | RESPONSE TO BACTERIUM | 7 | 528 | 0.0002475 | 0.00472 |
245 | NEGATIVE REGULATION OF IMMUNE SYSTEM PROCESS | 6 | 372 | 0.0002524 | 0.004793 |
246 | POSITIVE REGULATION OF HYDROLASE ACTIVITY | 9 | 905 | 0.0002611 | 0.004939 |
247 | POSITIVE REGULATION OF INTRINSIC APOPTOTIC SIGNALING PATHWAY | 3 | 52 | 0.000264 | 0.004973 |
248 | REGULATION OF LIGASE ACTIVITY | 4 | 130 | 0.0002657 | 0.004986 |
249 | POSITIVE REGULATION OF EXTRINSIC APOPTOTIC SIGNALING PATHWAY | 3 | 53 | 0.0002794 | 0.00522 |
250 | EXECUTION PHASE OF APOPTOSIS | 3 | 55 | 0.0003118 | 0.005803 |
251 | POSITIVE REGULATION OF DEVELOPMENTAL PROCESS | 10 | 1142 | 0.000317 | 0.005876 |
252 | POSITIVE REGULATION OF CELLULAR COMPONENT ORGANIZATION | 10 | 1152 | 0.0003399 | 0.006275 |
253 | REGULATION OF THYMOCYTE APOPTOTIC PROCESS | 2 | 12 | 0.0003666 | 0.006689 |
254 | DEOXYRIBONUCLEOTIDE BIOSYNTHETIC PROCESS | 2 | 12 | 0.0003666 | 0.006689 |
255 | POSITIVE REGULATION OF INSULIN LIKE GROWTH FACTOR RECEPTOR SIGNALING PATHWAY | 2 | 12 | 0.0003666 | 0.006689 |
256 | REGULATION OF PROTEIN LOCALIZATION | 9 | 950 | 0.0003734 | 0.006787 |
257 | REGULATION OF EPITHELIAL CELL APOPTOTIC PROCESS | 3 | 59 | 0.0003838 | 0.006948 |
258 | REGULATION OF IMMUNE SYSTEM PROCESS | 11 | 1403 | 0.0003927 | 0.007082 |
259 | REGULATION OF INTRINSIC APOPTOTIC SIGNALING PATHWAY | 4 | 145 | 0.0004026 | 0.00719 |
260 | REGULATION OF RESPONSE TO DNA DAMAGE STIMULUS | 4 | 145 | 0.0004026 | 0.00719 |
261 | LEUKOCYTE HOMEOSTASIS | 3 | 60 | 0.0004033 | 0.00719 |
262 | POSITIVE REGULATION OF DNA DAMAGE RESPONSE SIGNAL TRANSDUCTION BY P53 CLASS MEDIATOR | 2 | 13 | 0.0004326 | 0.007524 |
263 | REGULATION OF PROTEASOMAL UBIQUITIN DEPENDENT PROTEIN CATABOLIC PROCESS | 4 | 148 | 0.000435 | 0.007524 |
264 | PEPTIDYL SERINE MODIFICATION | 4 | 148 | 0.000435 | 0.007524 |
265 | PROTEIN CATABOLIC PROCESS | 7 | 579 | 0.0004319 | 0.007524 |
266 | MITOTIC CELL CYCLE ARREST | 2 | 13 | 0.0004326 | 0.007524 |
267 | REGULATION OF HISTONE PHOSPHORYLATION | 2 | 13 | 0.0004326 | 0.007524 |
268 | RESPONSE TO TEMPERATURE STIMULUS | 4 | 148 | 0.000435 | 0.007524 |
269 | RESPONSE TO TRANSITION METAL NANOPARTICLE | 4 | 148 | 0.000435 | 0.007524 |
270 | POSITIVE REGULATION OF CHROMOSOME ORGANIZATION | 4 | 150 | 0.0004576 | 0.007887 |
271 | REGULATION OF CELL DIVISION | 5 | 272 | 0.0004761 | 0.008175 |
272 | REGULATION OF REACTIVE OXYGEN SPECIES METABOLIC PROCESS | 4 | 152 | 0.0004811 | 0.0082 |
273 | REGULATION OF CHROMATIN ORGANIZATION | 4 | 152 | 0.0004811 | 0.0082 |
274 | REGULATION OF CELLULAR PROTEIN CATABOLIC PROCESS | 5 | 274 | 0.0004923 | 0.00836 |
275 | MITOCHONDRIAL DNA METABOLIC PROCESS | 2 | 14 | 0.0005039 | 0.008465 |
276 | REGULATION OF FIBRINOLYSIS | 2 | 14 | 0.0005039 | 0.008465 |
277 | REGULATION OF SMOOTH MUSCLE CELL APOPTOTIC PROCESS | 2 | 14 | 0.0005039 | 0.008465 |
278 | REGULATION OF RESPONSE TO OXIDATIVE STRESS | 3 | 65 | 0.0005105 | 0.008544 |
279 | REGULATION OF CHROMOSOME ORGANIZATION | 5 | 278 | 0.0005258 | 0.008769 |
280 | DEVELOPMENTAL PROCESS INVOLVED IN REPRODUCTION | 7 | 602 | 0.0005449 | 0.009055 |
281 | NEGATIVE REGULATION OF CELL ACTIVATION | 4 | 158 | 0.0005567 | 0.009174 |
282 | RESPONSE TO PURINE CONTAINING COMPOUND | 4 | 158 | 0.0005567 | 0.009174 |
283 | REGULATION OF SISTER CHROMATID SEGREGATION | 3 | 67 | 0.000558 | 0.009174 |
284 | DENTATE GYRUS DEVELOPMENT | 2 | 15 | 0.0005805 | 0.009318 |
285 | PROTEIN OLIGOMERIZATION | 6 | 434 | 0.0005724 | 0.009318 |
286 | REGULATION OF JNK CASCADE | 4 | 159 | 0.00057 | 0.009318 |
287 | RESPONSE TO VITAMIN E | 2 | 15 | 0.0005805 | 0.009318 |
288 | NEGATIVE REGULATION OF DEVELOPMENTAL PROCESS | 8 | 801 | 0.000582 | 0.009318 |
289 | POSITIVE REGULATION OF T CELL APOPTOTIC PROCESS | 2 | 15 | 0.0005805 | 0.009318 |
290 | POSITIVE REGULATION OF CELL CYCLE PHASE TRANSITION | 3 | 68 | 0.0005827 | 0.009318 |
291 | DNA DAMAGE RESPONSE SIGNAL TRANSDUCTION RESULTING IN TRANSCRIPTION | 2 | 15 | 0.0005805 | 0.009318 |
292 | REGULATION OF EPITHELIAL CELL PROLIFERATION | 5 | 285 | 0.0005885 | 0.009378 |
293 | NEGATIVE REGULATION OF INTRACELLULAR SIGNAL TRANSDUCTION | 6 | 437 | 0.0005934 | 0.009424 |
294 | NEGATIVE REGULATION OF LEUKOCYTE PROLIFERATION | 3 | 69 | 0.0006082 | 0.009626 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | CYCLIN DEPENDENT PROTEIN SERINE THREONINE KINASE REGULATOR ACTIVITY | 7 | 28 | 3.309e-13 | 3.074e-10 |
2 | KINASE BINDING | 12 | 606 | 1.381e-08 | 5.255e-06 |
3 | CYCLIN DEPENDENT PROTEIN KINASE ACTIVITY | 5 | 34 | 1.697e-08 | 5.255e-06 |
4 | ENZYME BINDING | 18 | 1737 | 4.195e-08 | 9.744e-06 |
5 | CYCLIN BINDING | 4 | 19 | 1.102e-07 | 2.048e-05 |
6 | KINASE REGULATOR ACTIVITY | 7 | 186 | 2.867e-07 | 4.439e-05 |
7 | PROTEIN COMPLEX BINDING | 12 | 935 | 1.489e-06 | 0.0001976 |
8 | PROTEIN KINASE ACTIVITY | 10 | 640 | 2.289e-06 | 0.0002658 |
9 | CYCLIN DEPENDENT PROTEIN SERINE THREONINE KINASE INHIBITOR ACTIVITY | 3 | 12 | 2.811e-06 | 0.0002902 |
10 | MACROMOLECULAR COMPLEX BINDING | 14 | 1399 | 3.174e-06 | 0.0002948 |
11 | KINASE ACTIVITY | 11 | 842 | 3.736e-06 | 0.0003155 |
12 | PROTEIN SERINE THREONINE KINASE ACTIVITY | 8 | 445 | 9.752e-06 | 0.000755 |
13 | HISTONE KINASE ACTIVITY | 3 | 19 | 1.224e-05 | 0.0008745 |
14 | TRANSFERASE ACTIVITY TRANSFERRING PHOSPHORUS CONTAINING GROUPS | 11 | 992 | 1.762e-05 | 0.001169 |
15 | P53 BINDING | 4 | 67 | 2.003e-05 | 0.00124 |
16 | PROTEIN SERINE THREONINE KINASE INHIBITOR ACTIVITY | 3 | 30 | 5.033e-05 | 0.002922 |
17 | ENZYME REGULATOR ACTIVITY | 10 | 959 | 7.602e-05 | 0.004154 |
18 | PROTEASE BINDING | 4 | 104 | 0.0001126 | 0.005811 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | CYCLIN DEPENDENT PROTEIN KINASE HOLOENZYME COMPLEX | 7 | 31 | 7.31e-13 | 4.269e-10 |
2 | PROTEIN KINASE COMPLEX | 7 | 90 | 1.868e-09 | 5.454e-07 |
3 | TRANSFERASE COMPLEX TRANSFERRING PHOSPHORUS CONTAINING GROUPS | 8 | 237 | 8.665e-08 | 1.687e-05 |
4 | CATALYTIC COMPLEX | 12 | 1038 | 4.401e-06 | 0.0006425 |
5 | CHROMOSOME | 10 | 880 | 3.687e-05 | 0.004307 |
Num | Pathway | Pathview | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|---|
1 | p53_signaling_pathway_hsa04115 | 47 | 68 | 1.746e-124 | 9.078e-123 | |
2 | Cellular_senescence_hsa04218 | 21 | 160 | 4.404e-32 | 1.145e-30 | |
3 | Cell_cycle_hsa04110 | 18 | 124 | 3.174e-28 | 5.501e-27 | |
4 | FoxO_signaling_pathway_hsa04068 | 13 | 132 | 3.906e-18 | 5.078e-17 | |
5 | Apoptosis_hsa04210 | 12 | 138 | 4.033e-16 | 4.195e-15 | |
6 | PI3K_Akt_signaling_pathway_hsa04151 | 12 | 352 | 2.891e-11 | 2.506e-10 | |
7 | Apoptosis_multiple_species_hsa04215 | 5 | 33 | 1.45e-08 | 1.077e-07 | |
8 | Oocyte_meiosis_hsa04114 | 6 | 124 | 4.987e-07 | 3.242e-06 | |
9 | MAPK_signaling_pathway_hsa04010 | 7 | 295 | 6.206e-06 | 3.586e-05 | |
10 | Hippo_signaling_pathway_hsa04390 | 5 | 154 | 3.325e-05 | 0.0001729 | |
11 | Focal_adhesion_hsa04510 | 5 | 199 | 0.0001122 | 0.0005303 | |
12 | Wnt_signaling_pathway_hsa04310 | 4 | 146 | 0.0004132 | 0.00179 | |
13 | HIF_1_signaling_pathway_hsa04066 | 3 | 100 | 0.001782 | 0.007128 | |
14 | TNF_signaling_pathway_hsa04668 | 3 | 108 | 0.00222 | 0.008245 | |
15 | Ferroptosis_hsa04216 | 2 | 40 | 0.004151 | 0.01439 | |
16 | mTOR_signaling_pathway_hsa04150 | 3 | 151 | 0.005691 | 0.01741 | |
17 | Hedgehog_signaling_pathway_hsa04340 | 2 | 47 | 0.005692 | 0.01741 | |
18 | Jak_STAT_signaling_pathway_hsa04630 | 3 | 162 | 0.006909 | 0.01956 | |
19 | Necroptosis_hsa04217 | 3 | 164 | 0.007146 | 0.01956 | |
20 | NF_kappa_B_signaling_pathway_hsa04064 | 2 | 95 | 0.02186 | 0.05683 | |
21 | Sphingolipid_signaling_pathway_hsa04071 | 2 | 118 | 0.03264 | 0.08077 | |
22 | AMPK_signaling_pathway_hsa04152 | 2 | 121 | 0.03417 | 0.08077 | |
23 | Apelin_signaling_pathway_hsa04371 | 2 | 137 | 0.04281 | 0.09678 | |
24 | Tight_junction_hsa04530 | 2 | 170 | 0.06282 | 0.1361 | |
25 | Rap1_signaling_pathway_hsa04015 | 2 | 206 | 0.08753 | 0.1821 | |
26 | Cytokine_cytokine_receptor_interaction_hsa04060 | 2 | 270 | 0.137 | 0.274 |
Num | lncRNA | miRNAs | miRNAs count | Gene | Sponge regulatory network | lncRNA log2FC | lncRNA pvalue | Gene log2FC | Gene pvalue | lncRNA-gene Pearson correlation |
---|---|---|---|---|---|---|---|---|---|---|
1 | MAGI2-AS3 |
hsa-let-7a-3p;hsa-let-7f-1-3p;hsa-let-7g-5p;hsa-miR-106b-5p;hsa-miR-151a-3p;hsa-miR-15a-5p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-16-5p;hsa-miR-185-5p;hsa-miR-186-5p;hsa-miR-30d-3p;hsa-miR-32-3p;hsa-miR-320a;hsa-miR-320b;hsa-miR-320c;hsa-miR-33a-3p;hsa-miR-378a-3p;hsa-miR-589-3p;hsa-miR-590-3p;hsa-miR-616-5p;hsa-miR-7-1-3p | 22 | CCND2 | Sponge network | -3.29 | 0.00119 | -2.906 | 0 | 0.472 |
2 | RP11-835E18.5 | hsa-let-7a-3p;hsa-let-7a-5p;hsa-let-7b-3p;hsa-let-7b-5p;hsa-miR-15a-5p;hsa-miR-195-5p;hsa-miR-1976;hsa-miR-32-3p;hsa-miR-34a-5p;hsa-miR-590-3p | 10 | CDK6 | Sponge network | -3.025 | 0.0156 | -0.989 | 0.0001 | 0.426 |
3 | MAGI2-AS3 |
hsa-let-7a-3p;hsa-let-7a-5p;hsa-let-7b-3p;hsa-let-7b-5p;hsa-miR-106b-5p;hsa-miR-107;hsa-miR-148b-3p;hsa-miR-148b-5p;hsa-miR-15a-5p;hsa-miR-16-1-3p;hsa-miR-16-5p;hsa-miR-185-5p;hsa-miR-193b-3p;hsa-miR-1976;hsa-miR-30d-3p;hsa-miR-30e-3p;hsa-miR-32-3p;hsa-miR-320a;hsa-miR-320b;hsa-miR-33b-5p;hsa-miR-378a-3p;hsa-miR-590-3p;hsa-miR-616-5p;hsa-miR-671-5p;hsa-miR-7-1-3p | 25 | CDK6 | Sponge network | -3.29 | 0.00119 | -0.989 | 0.0001 | 0.38 |
4 | HAND2-AS1 |
hsa-miR-103a-2-5p;hsa-miR-130b-3p;hsa-miR-148a-5p;hsa-miR-15b-3p;hsa-miR-16-1-3p;hsa-miR-19a-3p;hsa-miR-19b-1-5p;hsa-miR-301a-3p;hsa-miR-486-5p;hsa-miR-576-5p;hsa-miR-629-5p;hsa-miR-940 | 12 | IGF1 | Sponge network | -3.916 | 0.01209 | -2.143 | 0 | 0.368 |
5 | RP11-403I13.5 | hsa-miR-125a-3p;hsa-miR-16-2-3p;hsa-miR-193b-3p;hsa-miR-26b-5p;hsa-miR-320a;hsa-miR-320b;hsa-miR-320c;hsa-miR-342-3p;hsa-miR-374a-5p;hsa-miR-374b-5p | 10 | PTEN | Sponge network | -0.107 | 0.94337 | -0.844 | 0 | 0.357 |
6 | HAND2-AS1 |
hsa-miR-151a-3p;hsa-miR-16-1-3p;hsa-miR-17-5p;hsa-miR-18a-5p;hsa-miR-19a-3p;hsa-miR-19b-3p;hsa-miR-20a-5p;hsa-miR-338-3p;hsa-miR-421;hsa-miR-576-5p;hsa-miR-616-5p;hsa-miR-629-3p;hsa-miR-671-5p;hsa-miR-7-1-3p;hsa-miR-92a-3p;hsa-miR-940 | 16 | THBS1 | Sponge network | -3.916 | 0.01209 | -2.381 | 0 | 0.356 |
7 | AGAP11 |
hsa-miR-101-3p;hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-3p;hsa-miR-15a-5p;hsa-miR-15b-5p;hsa-miR-17-5p;hsa-miR-18a-3p;hsa-miR-193a-3p;hsa-miR-19a-3p;hsa-miR-20a-5p;hsa-miR-27a-3p;hsa-miR-301a-3p;hsa-miR-421;hsa-miR-501-5p;hsa-miR-93-5p | 16 | ZMAT3 | Sponge network | -1.068 | 0.03141 | -0.352 | 0.09288 | 0.32 |
8 | MAGI2-AS3 |
hsa-let-7a-3p;hsa-let-7d-5p;hsa-let-7f-1-3p;hsa-miR-151a-3p;hsa-miR-16-1-3p;hsa-miR-186-5p;hsa-miR-33a-3p;hsa-miR-576-5p;hsa-miR-589-3p;hsa-miR-590-3p;hsa-miR-616-5p;hsa-miR-671-5p;hsa-miR-7-1-3p;hsa-miR-92a-3p;hsa-miR-98-5p | 15 | THBS1 | Sponge network | -3.29 | 0.00119 | -2.381 | 0 | 0.318 |
9 | IGF2-AS |
hsa-let-7a-3p;hsa-let-7a-5p;hsa-let-7b-3p;hsa-let-7b-5p;hsa-miR-15a-5p;hsa-miR-16-1-3p;hsa-miR-16-5p;hsa-miR-182-5p;hsa-miR-185-5p;hsa-miR-193b-3p;hsa-miR-320a;hsa-miR-320b;hsa-miR-9-3p | 13 | CDK6 | Sponge network | -6.641 | 0.06774 | -0.989 | 0.0001 | 0.316 |
10 | DIO3OS | hsa-miR-151a-3p;hsa-miR-15a-5p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-16-5p;hsa-miR-17-5p;hsa-miR-185-5p;hsa-miR-20a-5p;hsa-miR-331-5p;hsa-miR-589-3p | 10 | CCND2 | Sponge network | -4.106 | 0.02554 | -2.906 | 0 | 0.313 |
11 | HOXA-AS2 |
hsa-let-7g-5p;hsa-miR-106a-5p;hsa-miR-141-3p;hsa-miR-15a-5p;hsa-miR-15b-5p;hsa-miR-16-5p;hsa-miR-186-5p;hsa-miR-191-5p;hsa-miR-19b-3p;hsa-miR-20b-5p;hsa-miR-320a;hsa-miR-33a-3p;hsa-miR-589-3p;hsa-miR-7-1-3p;hsa-miR-9-3p;hsa-miR-93-5p | 16 | CCND2 | Sponge network | -4.662 | 0.04704 | -2.906 | 0 | 0.299 |
12 | HAND2-AS1 |
hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-151a-3p;hsa-miR-15a-5p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-16-5p;hsa-miR-17-5p;hsa-miR-185-5p;hsa-miR-19a-3p;hsa-miR-19b-3p;hsa-miR-20a-5p;hsa-miR-21-3p;hsa-miR-301a-3p;hsa-miR-320b;hsa-miR-324-3p;hsa-miR-486-5p;hsa-miR-550a-5p;hsa-miR-616-5p;hsa-miR-7-1-3p;hsa-miR-93-5p | 21 | CCND2 | Sponge network | -3.916 | 0.01209 | -2.906 | 0 | 0.293 |
13 | RP11-822E23.8 | hsa-miR-1254;hsa-miR-148b-3p;hsa-miR-148b-5p;hsa-miR-15a-5p;hsa-miR-16-1-3p;hsa-miR-16-5p;hsa-miR-185-5p;hsa-miR-193b-3p;hsa-miR-33a-5p;hsa-miR-33b-5p;hsa-miR-378a-3p | 11 | CDK6 | Sponge network | -5.123 | 0.10615 | -0.989 | 0.0001 | 0.284 |
14 | HOXA-AS2 |
hsa-let-7a-5p;hsa-let-7b-5p;hsa-miR-141-3p;hsa-miR-15a-5p;hsa-miR-16-5p;hsa-miR-191-5p;hsa-miR-195-5p;hsa-miR-200c-3p;hsa-miR-320a;hsa-miR-497-5p;hsa-miR-7-1-3p;hsa-miR-9-3p;hsa-miR-9-5p;hsa-miR-93-5p | 14 | CDK6 | Sponge network | -4.662 | 0.04704 | -0.989 | 0.0001 | 0.283 |
15 | RP11-166D19.1 |
hsa-miR-148b-3p;hsa-miR-148b-5p;hsa-miR-15a-5p;hsa-miR-16-5p;hsa-miR-185-5p;hsa-miR-191-5p;hsa-miR-193b-3p;hsa-miR-1976;hsa-miR-32-3p;hsa-miR-32-5p;hsa-miR-330-3p;hsa-miR-33b-5p;hsa-miR-378a-3p;hsa-miR-590-3p;hsa-miR-590-5p;hsa-miR-616-5p | 16 | CDK6 | Sponge network | -3.146 | 0.02178 | -0.989 | 0.0001 | 0.265 |
16 | C20orf203 |
hsa-let-7g-5p;hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-130b-5p;hsa-miR-151a-3p;hsa-miR-15a-5p;hsa-miR-15b-5p;hsa-miR-16-2-3p;hsa-miR-16-5p;hsa-miR-17-5p;hsa-miR-181a-2-3p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-185-5p;hsa-miR-186-5p;hsa-miR-188-5p;hsa-miR-191-5p;hsa-miR-19a-3p;hsa-miR-20a-5p;hsa-miR-20b-5p;hsa-miR-301a-3p;hsa-miR-3065-3p;hsa-miR-324-3p;hsa-miR-33a-3p;hsa-miR-423-5p;hsa-miR-500a-5p;hsa-miR-501-5p;hsa-miR-548v;hsa-miR-550a-5p;hsa-miR-590-5p;hsa-miR-616-5p;hsa-miR-7-1-3p;hsa-miR-93-5p | 33 | CCND2 | Sponge network | -2.387 | 0 | -2.906 | 0 | 0.262 |
17 | RFPL1S |
hsa-miR-107;hsa-miR-1254;hsa-miR-141-3p;hsa-miR-15a-5p;hsa-miR-16-5p;hsa-miR-182-5p;hsa-miR-185-5p;hsa-miR-1976;hsa-miR-200a-3p;hsa-miR-200b-3p;hsa-miR-200c-3p;hsa-miR-33b-5p;hsa-miR-34a-5p;hsa-miR-429;hsa-miR-491-3p;hsa-miR-501-3p;hsa-miR-7-1-3p;hsa-miR-9-3p;hsa-miR-92b-3p;hsa-miR-93-5p | 20 | CDK6 | Sponge network | -1.139 | 0.00508 | -0.989 | 0.0001 | 0.253 |