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-143-3p | ABHD14A | -0.04 | 0.98732 | -0.02 | 0.97145 | MirTarget | -0.12 | 0.03969 | NA | |
2 | hsa-miR-143-3p | ABLIM1 | -0.04 | 0.98732 | -0.18 | 0.86881 | mirMAP | -0.14 | 0.00716 | NA | |
3 | hsa-miR-125b-5p | ACPP | 0.01 | 0.99458 | -0.43 | 0.34039 | MirTarget | -0.24 | 0.017 | NA | |
4 | hsa-miR-1275 | ACSS3 | -0.09 | 0.78713 | 0.28 | 0.50072 | MirTarget | -0.24 | 0.00666 | NA | |
5 | hsa-miR-1275 | ADAM11 | -0.09 | 0.78713 | 0.11 | 0.80369 | MirTarget | -0.25 | 0.00022 | NA | |
6 | hsa-miR-222-3p | ADAM11 | 0.07 | 0.93415 | 0.11 | 0.80369 | miRNATAP | -0.33 | 0.00543 | NA | |
7 | hsa-miR-320c | ADAM12 | -0.63 | 0.02294 | 0.33 | 0.62453 | mirMAP | -0.22 | 0.03705 | NA | |
8 | hsa-miR-320c | ADAM19 | -0.63 | 0.02294 | 0.14 | 0.86039 | mirMAP | -0.21 | 0.00033 | NA | |
9 | hsa-miR-222-3p | ADAM22 | 0.07 | 0.93415 | -0.44 | 0.16218 | MirTarget; miRNATAP | -0.4 | 0.0004 | NA | |
10 | hsa-miR-320c | ADAMTS14 | -0.63 | 0.02294 | 0.14 | 0.7614 | miRanda | -0.19 | 0.00042 | NA | |
11 | hsa-miR-10a-5p | ADAMTS2 | -0.1 | 0.96336 | 0.15 | 0.81881 | MirTarget | -0.59 | 0 | NA | |
12 | hsa-miR-320c | ADAMTS3 | -0.63 | 0.02294 | -0.15 | 0.57772 | mirMAP | -0.15 | 0.01997 | NA | |
13 | hsa-miR-222-3p | ADAMTS6 | 0.07 | 0.93415 | 0.02 | 0.94873 | MirTarget | -0.33 | 0.00033 | NA | |
14 | hsa-miR-320c | ADAMTSL1 | -0.63 | 0.02294 | -0.22 | 0.5533 | miRanda; mirMAP | -0.21 | 0.00993 | NA | |
15 | hsa-miR-1275 | ADAP2 | -0.09 | 0.78713 | 0.28 | 0.47595 | MirTarget | -0.18 | 0 | NA | |
16 | hsa-miR-1275 | ADARB1 | -0.09 | 0.78713 | -0.03 | 0.95215 | MirTarget | -0.12 | 0.00013 | NA | |
17 | hsa-miR-10a-5p | ADCY1 | -0.1 | 0.96336 | 0.38 | 0.25371 | mirMAP | -0.44 | 1.0E-5 | NA | |
18 | hsa-miR-1275 | ADCY2 | -0.09 | 0.78713 | 0.09 | 0.80312 | MirTarget | -0.2 | 0.00728 | NA | |
19 | hsa-miR-320c | ADCY5 | -0.63 | 0.02294 | -0.55 | 0.2334 | mirMAP | -0.26 | 0.0356 | NA | |
20 | hsa-miR-10a-5p | ADCY9 | -0.1 | 0.96336 | -0.21 | 0.75553 | miRNAWalker2 validate | -0.12 | 0.00432 | NA | |
21 | hsa-miR-320c | ADCYAP1 | -0.63 | 0.02294 | 0.13 | 0.79662 | PITA; miRanda; miRNATAP | -0.36 | 0.00736 | NA | |
22 | hsa-miR-143-3p | ADD3 | -0.04 | 0.98732 | -0.06 | 0.9558 | MirTarget; miRNATAP | -0.21 | 1.0E-5 | NA | |
23 | hsa-miR-125b-5p | ADM | 0.01 | 0.99458 | 0.22 | 0.72879 | miRNAWalker2 validate | -0.19 | 0.00249 | NA | |
24 | hsa-miR-320c | ADRA1D | -0.63 | 0.02294 | 0.05 | 0.91238 | miRanda | -0.3 | 0.00022 | NA | |
25 | hsa-miR-1275 | ADRB2 | -0.09 | 0.78713 | -0.01 | 0.98489 | MirTarget | -0.25 | 0.00023 | NA | |
26 | hsa-miR-1275 | AFF3 | -0.09 | 0.78713 | -0.5 | 0.15768 | MirTarget | -0.22 | 0.00414 | NA | |
27 | hsa-miR-10a-5p | AGAP2 | -0.1 | 0.96336 | -0.04 | 0.9189 | mirMAP | -0.24 | 0.03151 | NA | |
28 | hsa-miR-1275 | AGAP2 | -0.09 | 0.78713 | -0.04 | 0.9189 | MirTarget; miRNATAP | -0.21 | 0.00369 | NA | |
29 | hsa-miR-1275 | AKT3 | -0.09 | 0.78713 | 0.06 | 0.90908 | PITA | -0.27 | 0 | NA | |
30 | hsa-miR-320c | AKT3 | -0.63 | 0.02294 | 0.06 | 0.90908 | PITA; miRanda; miRNATAP | -0.17 | 0.01525 | NA | |
31 | hsa-miR-10a-5p | ALDH1A2 | -0.1 | 0.96336 | 0.56 | 0.37561 | miRNAWalker2 validate | -0.49 | 0.01459 | NA | |
32 | hsa-miR-100-5p | ALG3 | -0.08 | 0.95816 | 0.07 | 0.93782 | miRNAWalker2 validate | -0.12 | 0 | NA | |
33 | hsa-miR-1275 | AMOTL1 | -0.09 | 0.78713 | -0.11 | 0.85689 | miRNATAP | -0.26 | 2.0E-5 | NA | |
34 | hsa-miR-10a-5p | AMPD1 | -0.1 | 0.96336 | 0.03 | 0.96951 | miRNAWalker2 validate | -0.41 | 0.00389 | NA | |
35 | hsa-miR-320c | AMPH | -0.63 | 0.02294 | 0.08 | 0.81124 | miRanda | -0.21 | 0.01556 | NA | |
36 | hsa-miR-222-3p | ANGPTL2 | 0.07 | 0.93415 | -0.07 | 0.92845 | MirTarget; miRNATAP | -0.59 | 0 | NA | |
37 | hsa-miR-10a-5p | ANK2 | -0.1 | 0.96336 | 0.04 | 0.93166 | miRNATAP | -0.64 | 0 | NA | |
38 | hsa-miR-1275 | ANK2 | -0.09 | 0.78713 | 0.04 | 0.93166 | MirTarget | -0.31 | 4.0E-5 | NA | |
39 | hsa-miR-222-3p | ANKRD12 | 0.07 | 0.93415 | -0.2 | 0.77041 | MirTarget | -0.11 | 0.00921 | NA | |
40 | hsa-miR-10a-5p | AOC3 | -0.1 | 0.96336 | -0.07 | 0.92679 | mirMAP | -0.7 | 0 | NA | |
41 | hsa-miR-100-5p | APEX1 | -0.08 | 0.95816 | 0.02 | 0.98521 | miRNAWalker2 validate | -0.1 | 0.00037 | NA | |
42 | hsa-miR-1275 | APLNR | -0.09 | 0.78713 | 0.01 | 0.99326 | MirTarget | -0.23 | 1.0E-5 | NA | |
43 | hsa-miR-143-3p | APPL2 | -0.04 | 0.98732 | -0.14 | 0.86677 | MirTarget | -0.1 | 0.00491 | NA | |
44 | hsa-miR-222-3p | AQP3 | 0.07 | 0.93415 | -0.02 | 0.97583 | MirTarget | -0.49 | 0.00044 | NA | |
45 | hsa-miR-1275 | AQP9 | -0.09 | 0.78713 | 0.18 | 0.73115 | MirTarget | -0.51 | 0 | NA | |
46 | hsa-miR-143-3p | ARHGAP26 | -0.04 | 0.98732 | -0.15 | 0.86008 | MirTarget | -0.14 | 0.00199 | NA | |
47 | hsa-miR-128-3p | ARHGEF37 | -0.09 | 0.92304 | -0.02 | 0.96611 | MirTarget | -0.41 | 0 | NA | |
48 | hsa-miR-192-5p | ARHGEF37 | 0.07 | 0.97377 | -0.02 | 0.96611 | mirMAP | -0.16 | 0.00274 | NA | |
49 | hsa-miR-590-5p | ARHGEF37 | -0.06 | 0.89349 | -0.02 | 0.96611 | mirMAP | -0.17 | 0.00372 | NA | |
50 | hsa-miR-1275 | ARL10 | -0.09 | 0.78713 | -0.24 | 0.42733 | mirMAP | -0.16 | 0.00834 | NA | |
51 | hsa-miR-320c | ASB5 | -0.63 | 0.02294 | -0.2 | 0.80838 | PITA; miRanda | -0.27 | 0.03057 | NA | |
52 | hsa-miR-106a-5p | ASPA | -0.22 | 0.67134 | -0.3 | 0.57461 | mirMAP | -0.61 | 0 | NA | |
53 | hsa-miR-106b-5p | ASPA | 0.01 | 0.99606 | -0.3 | 0.57461 | mirMAP | -0.8 | 0 | NA | |
54 | hsa-miR-1304-5p | ASPA | -0.57 | 0.04499 | -0.3 | 0.57461 | mirMAP | -0.3 | 0.00077 | NA | |
55 | hsa-miR-130b-3p | ASPA | 0.09 | 0.88082 | -0.3 | 0.57461 | mirMAP | -0.75 | 0 | NA | |
56 | hsa-miR-135b-5p | ASPA | 0.33 | 0.68286 | -0.3 | 0.57461 | mirMAP | -0.47 | 0 | NA | |
57 | hsa-miR-15b-3p | ASPA | -0.19 | 0.78005 | -0.3 | 0.57461 | mirMAP | -0.71 | 0 | NA | |
58 | hsa-miR-17-5p | ASPA | 0.02 | 0.9896 | -0.3 | 0.57461 | mirMAP | -0.8 | 0 | NA | |
59 | hsa-miR-181a-5p | ASPA | 0.08 | 0.95532 | -0.3 | 0.57461 | mirMAP | -0.32 | 0.02996 | NA | |
60 | hsa-miR-181b-5p | ASPA | 0.08 | 0.94249 | -0.3 | 0.57461 | mirMAP | -0.37 | 0.00945 | NA | |
61 | hsa-miR-20a-3p | ASPA | 0 | 0.99335 | -0.3 | 0.57461 | mirMAP | -0.6 | 0 | NA | |
62 | hsa-miR-20a-5p | ASPA | 0.03 | 0.97939 | -0.3 | 0.57461 | mirMAP | -0.71 | 0 | NA | |
63 | hsa-miR-221-3p | ASPA | 0.06 | 0.95442 | -0.3 | 0.57461 | MirTarget | -0.61 | 4.0E-5 | NA | |
64 | hsa-miR-222-3p | ASPA | 0.07 | 0.93415 | -0.3 | 0.57461 | MirTarget | -0.71 | 0 | NA | |
65 | hsa-miR-224-3p | ASPA | 0.03 | 0.90323 | -0.3 | 0.57461 | mirMAP | -0.28 | 0.0031 | NA | |
66 | hsa-miR-23a-3p | ASPA | -0.02 | 0.99063 | -0.3 | 0.57461 | mirMAP | -1.36 | 0 | NA | |
67 | hsa-miR-29b-1-5p | ASPA | -0.12 | 0.75664 | -0.3 | 0.57461 | mirMAP | -0.56 | 0 | NA | |
68 | hsa-miR-301a-3p | ASPA | -0.08 | 0.81159 | -0.3 | 0.57461 | mirMAP | -0.51 | 0 | NA | |
69 | hsa-miR-320a | ASPA | -0.11 | 0.93187 | -0.3 | 0.57461 | miRanda | -0.34 | 0.01887 | NA | |
70 | hsa-miR-33a-5p | ASPA | -0.13 | 0.85242 | -0.3 | 0.57461 | mirMAP | -0.43 | 0 | NA | |
71 | hsa-miR-33b-5p | ASPA | 0.36 | 0.30965 | -0.3 | 0.57461 | mirMAP | -0.33 | 0 | NA | |
72 | hsa-miR-374b-3p | ASPA | -0.08 | 0.72231 | -0.3 | 0.57461 | mirMAP | -0.41 | 0.00186 | NA | |
73 | hsa-miR-450b-5p | ASPA | 0.15 | 0.72052 | -0.3 | 0.57461 | mirMAP | -0.28 | 0.02534 | NA | |
74 | hsa-miR-452-5p | ASPA | -0.04 | 0.96894 | -0.3 | 0.57461 | mirMAP | -0.49 | 2.0E-5 | NA | |
75 | hsa-miR-454-3p | ASPA | -0.16 | 0.6417 | -0.3 | 0.57461 | mirMAP | -0.86 | 0 | NA | |
76 | hsa-miR-590-3p | ASPA | 0.08 | 0.81071 | -0.3 | 0.57461 | miRanda; mirMAP | -0.46 | 0 | NA | |
77 | hsa-miR-93-5p | ASPA | -0.09 | 0.95565 | -0.3 | 0.57461 | mirMAP | -0.8 | 0 | NA | |
78 | hsa-miR-320c | ASTN1 | -0.63 | 0.02294 | 0.05 | 0.94222 | mirMAP | -0.29 | 0.0081 | NA | |
79 | hsa-miR-222-3p | ATF2 | 0.07 | 0.93415 | -0.24 | 0.68896 | MirTarget | -0.15 | 3.0E-5 | NA | |
80 | hsa-miR-143-3p | ATG10 | -0.04 | 0.98732 | 0.06 | 0.85705 | MirTarget | -0.12 | 0.00941 | NA | |
81 | hsa-miR-10a-5p | ATP1A2 | -0.1 | 0.96336 | -0.91 | 0.10704 | miRNAWalker2 validate | -0.83 | 1.0E-5 | NA | |
82 | hsa-miR-1275 | ATP1B2 | -0.09 | 0.78713 | -0.1 | 0.73974 | MirTarget; miRNATAP | -0.15 | 0.01794 | NA | |
83 | hsa-miR-100-5p | ATP1B3 | -0.08 | 0.95816 | 0.16 | 0.88053 | miRNAWalker2 validate | -0.11 | 0.00016 | NA | |
84 | hsa-miR-100-5p | ATP5A1 | -0.08 | 0.95816 | -0.03 | 0.97877 | miRNAWalker2 validate | -0.16 | 0 | NA | |
85 | hsa-miR-125b-5p | ATP5B | 0.01 | 0.99458 | 0.08 | 0.95229 | miRNAWalker2 validate | -0.17 | 0 | NA | |
86 | hsa-miR-100-5p | ATP5L | -0.08 | 0.95816 | 0.15 | 0.88435 | miRNAWalker2 validate | -0.11 | 4.0E-5 | NA | |
87 | hsa-miR-222-3p | ATXN1 | 0.07 | 0.93415 | -0.02 | 0.9752 | miRNATAP | -0.24 | 0 | NA | |
88 | hsa-miR-125b-5p | AURKB | 0.01 | 0.99458 | 0.03 | 0.96116 | miRNAWalker2 validate | -0.16 | 4.0E-5 | NA | |
89 | hsa-miR-222-3p | AUTS2 | 0.07 | 0.93415 | -0.33 | 0.70429 | miRNAWalker2 validate | -0.36 | 3.0E-5 | NA | |
90 | hsa-miR-125b-5p | B3GNT3 | 0.01 | 0.99458 | 0.17 | 0.86636 | MirTarget | -0.12 | 0.00103 | NA | |
91 | hsa-miR-10a-5p | B3GNT7 | -0.1 | 0.96336 | -0.13 | 0.84911 | mirMAP | -0.34 | 0.01507 | NA | |
92 | hsa-miR-320c | B4GALNT1 | -0.63 | 0.02294 | 0.22 | 0.35887 | miRanda | -0.16 | 0.0131 | NA | |
93 | hsa-miR-10a-5p | BACH2 | -0.1 | 0.96336 | -0.35 | 0.26727 | MirTarget; miRNATAP | -0.5 | 0 | NA | |
94 | hsa-miR-1275 | BACH2 | -0.09 | 0.78713 | -0.35 | 0.26727 | MirTarget | -0.26 | 8.0E-5 | NA | |
95 | hsa-miR-125b-5p | BAG4 | 0.01 | 0.99458 | -0.21 | 0.6077 | MirTarget; miRNATAP | -0.13 | 0.00056 | NA | |
96 | hsa-miR-125b-5p | BAK1 | 0.01 | 0.99458 | 0.22 | 0.78301 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.2 | 0 | 24643683; 27386402; 21823019; 18056640; 23928699; 20460378 | miR 125b inhibitor enhance the chemosensitivity of glioblastoma stem cells to temozolomide by targeting Bak1; Moreover we demonstrated that the pro-apoptotic Bcl-2 antagonist killer 1 Bak1 was a direct target of miR-125b; Taken together; our data strongly support an important role for miR-125b on conferring TMZ resistance through targeting Bak1 expression;We subsequently evaluated the effect of miR-125b-1 reactivation on the expression and protein levels of BAK1 a target of miR-125b;An in vitro cytotoxicity assay and apoptosis assay using CCK-8 assay and flow cytometry were carried out to detect the effect of miR-125b and Bak1 on cisplatin resistance of cells; Real-time PCR Western blotting and luciferase reporter assay were used to detect whether Bak1 is a target of miR-125b; Moreover Bak1 was a direct target of miR-125b and down-regulation of Bak1 suppressed cisplatin-induced apoptosis and led to an increased resistance to cisplatin; Our study indicates that miR-125b has a significantly promoting effect on chemoresistance of C13* cells and up-regulation of miR-125b expression contributes to cisplatin resistance through suppression of Bak1 expression;In addition transfection of synthetic miR-125b stimulated androgen-independent growth of CaP cells and down-regulated the expression of Bak1;In contrast miR-125b sponge impaired the anti-apoptotic effect of OCT4 along with the upregulated expression of BAK1; Significantly Luciferase assay showed that the activity of the wild-type BAK1 3'-untranslated region reporter was suppressed and this suppression was diminished when the miR-125b response element was mutated or deleted; In addition we observed negative correlation between levels of BAK1 and OCT4 and positive between OCT4 and miR-125b in primary cervical cancers; These findings suggest an undescribed regulatory pathway in cervical cancer by which OCT4 directly induces expression of miR-125b which inhibits its direct target BAK1 leading to suppression of cervical cancer cell apoptosis;Moreover we demonstrated that the pro-apoptotic Bcl-2 antagonist killer 1 Bak1 is a direct target of miR-125b; Restoring Bak1 expression by either miR-125b inhibitor or re-expression of Bak1 in miR-125b-overexpressing cells recovered Taxol sensitivity overcoming miR-125-mediated Taxol resistance; Taken together our data strongly support a central role for miR-125b in conferring Taxol resistance through the suppression of Bak1 expression |
97 | hsa-miR-320c | BASP1 | -0.63 | 0.02294 | 0.06 | 0.91132 | PITA; miRanda | -0.15 | 0.03318 | NA | |
98 | hsa-miR-143-3p | BBC3 | -0.04 | 0.98732 | 0.01 | 0.98681 | miRNATAP | -0.12 | 0.03684 | NA | |
99 | hsa-miR-1275 | BCAT1 | -0.09 | 0.78713 | 0.28 | 0.58837 | MirTarget | -0.27 | 0 | NA | |
100 | hsa-miR-320c | BCAT1 | -0.63 | 0.02294 | 0.28 | 0.58837 | MirTarget; miRanda; miRNATAP | -0.16 | 0.03425 | NA | |
101 | hsa-miR-320c | BCHE | -0.63 | 0.02294 | 0.37 | 0.44318 | miRanda | -0.35 | 0.00347 | NA | |
102 | hsa-miR-100-5p | BCL10 | -0.08 | 0.95816 | -0.04 | 0.95563 | miRNAWalker2 validate | -0.16 | 0 | NA | |
103 | hsa-miR-153-3p | BCL2 | -0.1 | 0.78424 | -0.44 | 0.34621 | miRNAWalker2 validate; miRTarBase | -0.12 | 0.0323 | 19676043; 21213215 | Bioinformatics analysis revealed that anti-apoptosis family member B-cell lymphoma 2 Bcl-2 and myeloid cell leukemia sequence 1 Mcl-1 are potential targets of miR-153; Indeed Western blot analysis indicated that miR-153 downregulated both Bcl-2 and Mcl-1 at the protein levels; By luciferase reporter assays we further showed that miR-153 inhibited Bcl-2 and Mcl-1 expressions by directly targeting the 3'UTR regions of their respective mRNAs;Previously we established that microRNA-153 miR-153 induces apoptosis by downregulating B-cell lymphoma 2 Bcl-2 and myeloid cell leukemia sequence 1 Mcl-1 protein expression levels in glioblastoma cell line DBTRG-05MG |
104 | hsa-miR-15a-5p | BCL2 | 0.11 | 0.90237 | -0.44 | 0.34621 | miRNAWalker2 validate; miRTarBase | -0.22 | 0.02911 | 25623762; 25594541; 26915294; 18931683; 22335947 | miR 15a and miR 16 modulate drug resistance by targeting bcl 2 in human colon cancer cells; To investigate the reversal effect of targeted modulation of bcl-2 expression by miR-15a and miR-16 on drug resistance of human colon cancer cells;MicroRNAs miRNAs encoded by the miR-15 cluster are known to induce G1 arrest and apoptosis by targeting G1 checkpoints and the anti-apoptotic B cell lymphoma 2 BCL-2 gene;As a result transcript levels of the tumor-suppressive miR-15 and let-7 families increased which targeted and decreased the expression of the crucial prosurvival genes BCL-2 and BCL-XL respectively;MicroRNAs miRNAs are noncoding small RNAs that repress protein translation by targeting specific messenger RNAs miR-15a and miR-16-1 act as putative tumor suppressors by targeting the oncogene BCL2;The expression of MiR-15a was significantly inhibited by Bcl-2 P < 0.05 |
105 | hsa-miR-16-5p | BCL2 | 0.17 | 0.88456 | -0.44 | 0.34621 | miRNAWalker2 validate; miRTarBase | -0.23 | 0.01553 | 25623762; 21336967; 24447552; 18449891; 25435430; 24598659; 18931683; 22966344 | miR 15a and miR 16 modulate drug resistance by targeting bcl 2 in human colon cancer cells; To investigate the reversal effect of targeted modulation of bcl-2 expression by miR-15a and miR-16 on drug resistance of human colon cancer cells;P glycoprotein enhances radiation induced apoptotic cell death through the regulation of miR 16 and Bcl 2 expressions in hepatocellular carcinoma cells; RHepG2 cells the multidrug resistant subline of human hepatocellular carcinoma HepG2 cells expressed higher levels of Pgp as well as miR-16 and lower level of Bcl-2 than the parental cells; On the other hand ectopic mdr1 expression enhanced radiation-induced apoptosis in HepG2 cells SK-HEP-1 cells MiHa cells and furthermore induced miR-16 and suppressed its target gene Bcl-2 in HepG2 cells; Moreover the enhancement effects of Pgp and miR-16 on radiation-induced apoptosis were counteracted by overexpression of Bcl-2;To study the expression of miR-16 and bcl-2 in T lymphoblastic lymphoma/leukemia T-LBL/ALL and its relationship to prognosis; The relationship of miR-16 and bcl-2 was significantP = 0.042χ2 = 4.147; The relationship of miR-16 and bcl-2 might suggested that gene regulation may be influenced by them;miR 15b and miR 16 modulate multidrug resistance by targeting BCL2 in human gastric cancer cells; The downregulation of miR-15b and miR-16 in SGC7901/VCR cells was concurrent with the upregulation of Bcl-2 protein; Taken together our findings suggest that miR-15b and miR-16 could play a role in the development of MDR in gastric cancer cells at least in part by modulation of apoptosis via targeting BCL2;We demonstrated that anti-apoptotic protein Bcl-2 was directly targeted miR-16 in paclitaxel resistant lung cancer cells; Combined overexpression of miR-16 and miR-17 greatly reduced Beclin-1 and Bcl-2 expressions respectively; miR-17 overexpression reduced cytoprotective autophagy by targeting Beclin-1 whereas overexpression of miR-16 potentiated paclitaxel induced apoptotic cell death by inhibiting anti-apoptotic protein Bcl-2;The miR-16 expression correlated with BCL-2 protein r = 0.51 P < 0.05;MicroRNAs miRNAs are noncoding small RNAs that repress protein translation by targeting specific messenger RNAs miR-15a and miR-16-1 act as putative tumor suppressors by targeting the oncogene BCL2;The overall objective of our investigation was to assess whether miRNA-16 miR-16 is involved in the regulation of critical genes such as BCL2 that control the sensitivity of pancreatic cancer cells to apoptosis; This study showed that the ectopic overexpression of miR-16 may be therapeutically beneficial as is evidenced by impaired cell survival with concomitant attenuation of anti-apoptotic protein Bcl-2; Moreover the luciferase reporter assay suggested that miR-16 post-transcriptionally regulates Bcl-2 expression in pancreatic cancer cells through the target sites of the 3' untranslated region of this gene |
106 | hsa-miR-17-5p | BCL2 | 0.02 | 0.9896 | -0.44 | 0.34621 | miRNAWalker2 validate; miRTarBase | -0.31 | 2.0E-5 | 25435430 | Combined overexpression of miR-16 and miR-17 greatly reduced Beclin-1 and Bcl-2 expressions respectively; miR-17 overexpression reduced cytoprotective autophagy by targeting Beclin-1 whereas overexpression of miR-16 potentiated paclitaxel induced apoptotic cell death by inhibiting anti-apoptotic protein Bcl-2 |
107 | hsa-miR-192-5p | BCL2 | 0.07 | 0.97377 | -0.44 | 0.34621 | miRNAWalker2 validate | -0.23 | 0.00056 | 26550150 | MicroRNA 192 regulates chemo resistance of lung adenocarcinoma for gemcitabine and cisplatin combined therapy by targeting Bcl 2; In this paper we try to test whether miR-192 regulates chemo-resistance in human carcinoma A549 mice model by targeting Bcl-2; MTT assay real-time RT-PCR western blotting assay were used to investigate miR-192 expression levels cell viability ratio and Bcl-2 protein expression levels; Bcl-2 mRNA and protein expression levels up-regulated in miR-192 inhibitor treated tumor; Bcl-2 is a key regulator for miR-192 related chemotherapy resistance; In this study we demonstrate that miR-192 regulates chemoresistance for gemcitabine and cisplatin combined chemotherapy in human adenocarcinoma lung cancer A549 cells and Bcl-2 is the target of miR-192 |
108 | hsa-miR-196b-5p | BCL2 | -0.41 | 0.78643 | -0.44 | 0.34621 | miRNAWalker2 validate | -0.13 | 0.00926 | NA | |
109 | hsa-miR-20a-3p | BCL2 | 0 | 0.99335 | -0.44 | 0.34621 | mirMAP | -0.19 | 0.00115 | NA | |
110 | hsa-miR-20a-5p | BCL2 | 0.03 | 0.97939 | -0.44 | 0.34621 | miRNAWalker2 validate; miRTarBase | -0.25 | 0.00046 | NA | |
111 | hsa-miR-224-3p | BCL2 | 0.03 | 0.90323 | -0.44 | 0.34621 | mirMAP | -0.18 | 0.00775 | 24796455 | In addition the expressions of Bcl2 mRNA and protein were 1.05 ± 0.04 and 0.21 ± 0.03 in the miR-224 ASO group significantly lower than that in the control group 4.87 ± 0.96 and 0.88 ± 0.09 P < 0.01 |
112 | hsa-miR-224-5p | BCL2 | 0.01 | 0.99347 | -0.44 | 0.34621 | mirMAP | -0.3 | 0 | 24796455 | In addition the expressions of Bcl2 mRNA and protein were 1.05 ± 0.04 and 0.21 ± 0.03 in the miR-224 ASO group significantly lower than that in the control group 4.87 ± 0.96 and 0.88 ± 0.09 P < 0.01 |
113 | hsa-miR-24-2-5p | BCL2 | 0.08 | 0.89571 | -0.44 | 0.34621 | miRNAWalker2 validate; miRTarBase | -0.41 | 0.00012 | NA | |
114 | hsa-miR-29a-3p | BCL2 | 0.04 | 0.98081 | -0.44 | 0.34621 | miRNAWalker2 validate; miRTarBase | -0.34 | 0.00194 | 20041405 | Subsequent investigation characterized two antiapoptotic molecules Bcl-2 and Mcl-1 as direct targets of miR-29; Furthermore silencing of Bcl-2 and Mcl-1 phenocopied the proapoptotic effect of miR-29 whereas overexpression of these proteins attenuated the effect of miR-29 |
115 | hsa-miR-29a-5p | BCL2 | 0.08 | 0.82991 | -0.44 | 0.34621 | mirMAP | -0.34 | 1.0E-5 | 20041405 | Subsequent investigation characterized two antiapoptotic molecules Bcl-2 and Mcl-1 as direct targets of miR-29; Furthermore silencing of Bcl-2 and Mcl-1 phenocopied the proapoptotic effect of miR-29 whereas overexpression of these proteins attenuated the effect of miR-29 |
116 | hsa-miR-29b-3p | BCL2 | 0 | 0.99797 | -0.44 | 0.34621 | miRNAWalker2 validate; miRTarBase | -0.27 | 0.00119 | 20041405 | Subsequent investigation characterized two antiapoptotic molecules Bcl-2 and Mcl-1 as direct targets of miR-29; Furthermore silencing of Bcl-2 and Mcl-1 phenocopied the proapoptotic effect of miR-29 whereas overexpression of these proteins attenuated the effect of miR-29 |
117 | hsa-miR-335-3p | BCL2 | -0.17 | 0.87115 | -0.44 | 0.34621 | mirMAP | -0.25 | 0.00118 | NA | |
118 | hsa-miR-33a-5p | BCL2 | -0.13 | 0.85242 | -0.44 | 0.34621 | mirMAP | -0.13 | 0.00456 | NA | |
119 | hsa-miR-374b-5p | BCL2 | -0.27 | 0.75538 | -0.44 | 0.34621 | mirMAP | -0.29 | 0.0137 | NA | |
120 | hsa-miR-450b-5p | BCL2 | 0.15 | 0.72052 | -0.44 | 0.34621 | mirMAP | -0.24 | 0.00586 | NA | |
121 | hsa-miR-452-5p | BCL2 | -0.04 | 0.96894 | -0.44 | 0.34621 | mirMAP | -0.28 | 0.00061 | NA | |
122 | hsa-miR-590-5p | BCL2 | -0.06 | 0.89349 | -0.44 | 0.34621 | miRanda | -0.18 | 0.01554 | NA | |
123 | hsa-miR-7-5p | BCL2 | 0.23 | 0.64973 | -0.44 | 0.34621 | miRNAWalker2 validate; miRTarBase; mirMAP | -0.2 | 0.00018 | 26464649; 25862909; 21750649 | Western blotting was used to evaluate the effect of miR-7 on Bcl2 in A549 and H460 cells; Moreover subsequent experiments showed that BCL-2 was downregulated by miR-7 at both transcriptional and translational levels; This study further extends the biological role of miR-7 in NSCLC A549 and H460 cells and identifies BCL-2 as a novel target possibly involved in miR-7-mediated growth suppression and apoptosis induction of NSCLC cells;miR-7 overexpression correlated with diminished BCL2 expression but there was no relationship between miR-7 and EGFR expression neither in tumour samples nor in the cell lines; Of the two postulated miR-7 target genes we examined BCL2 but not EGFR seems to be a possible miR-7 target in OC;Bioinformatics predictions revealed a potential binding site of miR-7 on 3'UTR of BCL-2 and it was further confirmed by luciferase assay; Moreover subsequent experiments showed that BCL-2 was downregulated by miR-7 at both transcriptional and translational levels; These results suggest that miR-7 regulates the expression of BCL-2 through direct 3'UTR interactions |
124 | hsa-miR-125b-5p | BCL3 | 0.01 | 0.99458 | 0.02 | 0.97668 | miRNAWalker2 validate; miRTarBase | -0.11 | 0.0014 | 20658525; 25944662 | MiR 125b targets BCL3 and suppresses ovarian cancer proliferation; This inhibitory effect on OC cell growth was mediated by miR-125b inhibition of the translation of an mRNA encoding a proto-oncogene BCL3;In ovarian cancer miR-125b has been shown to be downregulated and acts as a tumor suppressor by targeting proto-oncogene BCL3; Thus our results suggest that PPARγ can induce growth suppression of ovarian cancer by upregulating miR-125b which inhibition of proto-oncogene BCL3 |
125 | hsa-miR-10a-5p | BCL6 | -0.1 | 0.96336 | -0.02 | 0.97924 | MirTarget; miRNATAP | -0.2 | 0.00024 | 26590574 | Luciferase reporter assay was used to analyze the regulation of miR-10a on the expression of BCL6; In addition miR-10a was found to target BCL6 and regulated its expression in transcription and translation levels; Correlation analysis revealed that the level of miR-10a in serum of AML patients was negatively correlated with BCL6 in BM-MSC |
126 | hsa-miR-125b-5p | BDH1 | 0.01 | 0.99458 | 0.03 | 0.975 | MirTarget | -0.13 | 0.0019 | NA | |
127 | hsa-miR-1275 | BEGAIN | -0.09 | 0.78713 | -0.24 | 0.41919 | MirTarget | -0.19 | 0.00174 | NA | |
128 | hsa-miR-222-3p | BEND4 | 0.07 | 0.93415 | 0.03 | 0.96594 | mirMAP; miRNATAP | -0.6 | 3.0E-5 | NA | |
129 | hsa-miR-320c | BEST1 | -0.63 | 0.02294 | 0.11 | 0.57779 | mirMAP | -0.13 | 0.0087 | NA | |
130 | hsa-miR-320c | BEX1 | -0.63 | 0.02294 | 0.01 | 0.98875 | miRanda | -0.24 | 0.03636 | NA | |
131 | hsa-miR-1275 | BHLHE41 | -0.09 | 0.78713 | 0.27 | 0.66334 | MirTarget | -0.2 | 0.00045 | NA | |
132 | hsa-miR-222-3p | BMF | 0.07 | 0.93415 | -0.21 | 0.73035 | miRNATAP | -0.33 | 0 | NA | |
133 | hsa-miR-1275 | BMP3 | -0.09 | 0.78713 | -0.26 | 0.66775 | MirTarget | -0.32 | 0.01405 | NA | |
134 | hsa-miR-1275 | BMP6 | -0.09 | 0.78713 | 0.13 | 0.63391 | MirTarget | -0.2 | 1.0E-5 | NA | |
135 | hsa-miR-320c | BNIP3 | -0.63 | 0.02294 | 0.24 | 0.69186 | miRanda | -0.26 | 0.00696 | NA | |
136 | hsa-miR-1275 | BNIP3L | -0.09 | 0.78713 | -0.11 | 0.89144 | MirTarget | -0.11 | 0.00123 | NA | |
137 | hsa-miR-222-3p | BPTF | 0.07 | 0.93415 | -0.18 | 0.83997 | miRNAWalker2 validate | -0.1 | 0.00117 | NA | |
138 | hsa-miR-222-3p | BRWD3 | 0.07 | 0.93415 | -0.33 | 0.5596 | MirTarget; miRNATAP | -0.11 | 0.04904 | NA | |
139 | hsa-miR-10a-5p | BTBD11 | -0.1 | 0.96336 | 0.08 | 0.82176 | miRNATAP | -0.28 | 0.00896 | NA | |
140 | hsa-miR-320c | BVES | -0.63 | 0.02294 | 0.04 | 0.90028 | miRanda; miRNATAP | -0.21 | 0.00532 | NA | |
141 | hsa-miR-125b-5p | C18orf25 | 0.01 | 0.99458 | -0 | 0.99358 | miRNATAP | -0.11 | 2.0E-5 | NA | |
142 | hsa-miR-1226-3p | C1QTNF9 | -0.15 | 0.57422 | 0.18 | 0.68883 | MirTarget | -0.28 | 0.00216 | NA | |
143 | hsa-miR-590-3p | C1QTNF9 | 0.08 | 0.81071 | 0.18 | 0.68883 | miRanda | -0.24 | 0.01505 | NA | |
144 | hsa-miR-1275 | C2CD4C | -0.09 | 0.78713 | -0.28 | 0.40511 | MirTarget | -0.29 | 1.0E-5 | NA | |
145 | hsa-miR-222-3p | C3orf70 | 0.07 | 0.93415 | -0.01 | 0.99084 | miRNATAP | -0.41 | 5.0E-5 | NA | |
146 | hsa-miR-1275 | C5AR1 | -0.09 | 0.78713 | 0.24 | 0.62896 | MirTarget | -0.26 | 1.0E-5 | NA | |
147 | hsa-miR-320c | C5AR1 | -0.63 | 0.02294 | 0.24 | 0.62896 | miRanda | -0.17 | 0.02094 | NA | |
148 | hsa-miR-140-5p | C7 | 0.05 | 0.94453 | -0.02 | 0.97498 | miRanda | -0.56 | 0.04072 | NA | |
149 | hsa-miR-193a-3p | C7 | -0.08 | 0.83305 | -0.02 | 0.97498 | miRanda | -0.57 | 0.0011 | NA | |
150 | hsa-miR-375 | C7 | -0.13 | 0.94672 | -0.02 | 0.97498 | miRanda; miRNATAP | -0.57 | 0 | NA |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | BIOLOGICAL ADHESION | 112 | 1032 | 1.174e-16 | 5.464e-13 |
2 | REGULATION OF ANATOMICAL STRUCTURE MORPHOGENESIS | 105 | 1021 | 4.2e-14 | 9.772e-11 |
3 | REGULATION OF MULTICELLULAR ORGANISMAL DEVELOPMENT | 147 | 1672 | 1.078e-13 | 1.401e-10 |
4 | REGULATION OF CELLULAR COMPONENT MOVEMENT | 86 | 771 | 1.204e-13 | 1.401e-10 |
5 | CELL DEVELOPMENT | 128 | 1426 | 1.296e-12 | 1.206e-09 |
6 | POSITIVE REGULATION OF LOCOMOTION | 56 | 420 | 2.698e-12 | 2.092e-09 |
7 | NEUROGENESIS | 124 | 1402 | 8.341e-12 | 5.121e-09 |
8 | POSITIVE REGULATION OF DEVELOPMENTAL PROCESS | 107 | 1142 | 8.805e-12 | 5.121e-09 |
9 | POSITIVE REGULATION OF MULTICELLULAR ORGANISMAL PROCESS | 123 | 1395 | 1.259e-11 | 6.51e-09 |
10 | CELL CELL ADHESION | 69 | 608 | 1.665e-11 | 7.209e-09 |
11 | REGULATION OF CELL PROLIFERATION | 129 | 1496 | 1.704e-11 | 7.209e-09 |
12 | LOCOMOTION | 104 | 1114 | 2.205e-11 | 8.55e-09 |
13 | MOVEMENT OF CELL OR SUBCELLULAR COMPONENT | 114 | 1275 | 3.314e-11 | 1.186e-08 |
14 | CELL MOTILITY | 84 | 835 | 5.572e-11 | 1.723e-08 |
15 | LOCALIZATION OF CELL | 84 | 835 | 5.572e-11 | 1.723e-08 |
16 | RESPONSE TO OXYGEN CONTAINING COMPOUND | 120 | 1381 | 5.923e-11 | 1.723e-08 |
17 | POSITIVE REGULATION OF RESPONSE TO STIMULUS | 153 | 1929 | 1.002e-10 | 2.591e-08 |
18 | CARDIOVASCULAR SYSTEM DEVELOPMENT | 80 | 788 | 1.058e-10 | 2.591e-08 |
19 | CIRCULATORY SYSTEM DEVELOPMENT | 80 | 788 | 1.058e-10 | 2.591e-08 |
20 | VASCULATURE DEVELOPMENT | 56 | 469 | 2.124e-10 | 4.941e-08 |
21 | POSITIVE REGULATION OF CELL PROLIFERATION | 80 | 814 | 5.01e-10 | 1.11e-07 |
22 | TISSUE DEVELOPMENT | 125 | 1518 | 7.071e-10 | 1.496e-07 |
23 | REGULATION OF CELL DIFFERENTIATION | 123 | 1492 | 9.209e-10 | 1.863e-07 |
24 | SINGLE ORGANISM CELL ADHESION | 53 | 459 | 2.163e-09 | 4.194e-07 |
25 | RESPONSE TO ENDOGENOUS STIMULUS | 119 | 1450 | 2.345e-09 | 4.364e-07 |
26 | BLOOD VESSEL MORPHOGENESIS | 45 | 364 | 4.402e-09 | 7.879e-07 |
27 | REGULATION OF EPITHELIAL CELL PROLIFERATION | 38 | 285 | 9.049e-09 | 1.56e-06 |
28 | POSITIVE REGULATION OF CELL DIFFERENTIATION | 77 | 823 | 9.592e-09 | 1.594e-06 |
29 | NEURON DIFFERENTIATION | 80 | 874 | 1.291e-08 | 2.072e-06 |
30 | CELL JUNCTION ORGANIZATION | 29 | 185 | 1.426e-08 | 2.212e-06 |
31 | CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION | 55 | 513 | 1.512e-08 | 2.27e-06 |
32 | REGULATION OF AXONOGENESIS | 27 | 168 | 2.609e-08 | 3.793e-06 |
33 | CELLULAR COMPONENT MORPHOGENESIS | 80 | 900 | 4.618e-08 | 6.511e-06 |
34 | POSITIVE REGULATION OF CELL COMMUNICATION | 119 | 1532 | 5.336e-08 | 7.302e-06 |
35 | MULTICELLULAR ORGANISM METABOLIC PROCESS | 19 | 93 | 6.169e-08 | 8.202e-06 |
36 | POSITIVE REGULATION OF EPITHELIAL CELL PROLIFERATION | 25 | 154 | 6.945e-08 | 8.504e-06 |
37 | REGULATION OF CELL DEATH | 115 | 1472 | 6.781e-08 | 8.504e-06 |
38 | REGULATION OF VASCULATURE DEVELOPMENT | 32 | 233 | 6.643e-08 | 8.504e-06 |
39 | REGULATION OF NEURON DIFFERENTIATION | 56 | 554 | 8.524e-08 | 1.017e-05 |
40 | POSITIVE REGULATION OF AXONOGENESIS | 16 | 69 | 1.058e-07 | 1.23e-05 |
41 | NEURON PROJECTION DEVELOPMENT | 55 | 545 | 1.175e-07 | 1.334e-05 |
42 | MULTICELLULAR ORGANISMAL MACROMOLECULE METABOLIC PROCESS | 17 | 79 | 1.37e-07 | 1.518e-05 |
43 | NEGATIVE REGULATION OF DEVELOPMENTAL PROCESS | 72 | 801 | 1.454e-07 | 1.573e-05 |
44 | REGULATION OF MEMBRANE POTENTIAL | 40 | 343 | 1.571e-07 | 1.661e-05 |
45 | CELL JUNCTION ASSEMBLY | 22 | 129 | 1.727e-07 | 1.786e-05 |
46 | ANGIOGENESIS | 36 | 293 | 1.804e-07 | 1.825e-05 |
47 | NEURON MIGRATION | 20 | 110 | 2.123e-07 | 2.102e-05 |
48 | CELLULAR CHEMICAL HOMEOSTASIS | 56 | 570 | 2.199e-07 | 2.132e-05 |
49 | REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 68 | 750 | 2.375e-07 | 2.167e-05 |
50 | CELLULAR RESPONSE TO ORGANIC SUBSTANCE | 135 | 1848 | 2.288e-07 | 2.167e-05 |
51 | NEURON PROJECTION MORPHOGENESIS | 44 | 402 | 2.359e-07 | 2.167e-05 |
52 | REGULATION OF EXTENT OF CELL GROWTH | 19 | 101 | 2.442e-07 | 2.185e-05 |
53 | ANATOMICAL STRUCTURE FORMATION INVOLVED IN MORPHOGENESIS | 81 | 957 | 2.992e-07 | 2.626e-05 |
54 | NEGATIVE REGULATION OF CELL DEATH | 75 | 872 | 4.535e-07 | 3.908e-05 |
55 | NEGATIVE REGULATION OF CELL PROLIFERATION | 60 | 643 | 4.756e-07 | 4.023e-05 |
56 | POSITIVE REGULATION OF AXON EXTENSION | 11 | 36 | 5.273e-07 | 4.382e-05 |
57 | POSITIVE REGULATION OF PHOSPHATE METABOLIC PROCESS | 85 | 1036 | 5.592e-07 | 4.486e-05 |
58 | POSITIVE REGULATION OF PHOSPHORUS METABOLIC PROCESS | 85 | 1036 | 5.592e-07 | 4.486e-05 |
59 | RESPONSE TO HORMONE | 76 | 893 | 5.714e-07 | 4.506e-05 |
60 | CELLULAR RESPONSE TO ENDOGENOUS STIMULUS | 83 | 1008 | 6.618e-07 | 5.132e-05 |
61 | NEGATIVE REGULATION OF MULTICELLULAR ORGANISMAL PROCESS | 81 | 983 | 8.828e-07 | 6.734e-05 |
62 | RESPONSE TO LIPID | 75 | 888 | 9.089e-07 | 6.821e-05 |
63 | NEURON DEVELOPMENT | 62 | 687 | 9.557e-07 | 7.059e-05 |
64 | CHEMICAL HOMEOSTASIS | 74 | 874 | 9.824e-07 | 7.143e-05 |
65 | INTRACELLULAR SIGNAL TRANSDUCTION | 116 | 1572 | 1.114e-06 | 7.853e-05 |
66 | POSITIVE REGULATION OF PROTEIN MODIFICATION PROCESS | 90 | 1135 | 1.104e-06 | 7.853e-05 |
67 | CELLULAR RESPONSE TO OXYGEN CONTAINING COMPOUND | 69 | 799 | 1.15e-06 | 7.866e-05 |
68 | OSSIFICATION | 31 | 251 | 1.135e-06 | 7.866e-05 |
69 | REGULATION OF OSSIFICATION | 25 | 178 | 1.172e-06 | 7.905e-05 |
70 | STEM CELL DIFFERENTIATION | 26 | 190 | 1.194e-06 | 7.937e-05 |
71 | POSITIVE REGULATION OF PROTEIN METABOLIC PROCESS | 111 | 1492 | 1.323e-06 | 8.672e-05 |
72 | MESENCHYMAL CELL DIFFERENTIATION | 21 | 134 | 1.384e-06 | 8.946e-05 |
73 | ION HOMEOSTASIS | 54 | 576 | 1.551e-06 | 9.888e-05 |
74 | RESPONSE TO ALCOHOL | 39 | 362 | 1.682e-06 | 0.0001058 |
75 | REGULATION OF INTRACELLULAR SIGNAL TRANSDUCTION | 120 | 1656 | 1.769e-06 | 0.0001098 |
76 | POSITIVE REGULATION OF OSSIFICATION | 16 | 84 | 1.809e-06 | 0.0001107 |
77 | CYCLIC NUCLEOTIDE METABOLIC PROCESS | 13 | 57 | 2.019e-06 | 0.000122 |
78 | REGULATION OF CELL SIZE | 24 | 172 | 2.146e-06 | 0.000128 |
79 | RESPONSE TO EXTERNAL STIMULUS | 129 | 1821 | 2.246e-06 | 0.0001323 |
80 | POSITIVE REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 44 | 437 | 2.305e-06 | 0.0001341 |
81 | CAMP METABOLIC PROCESS | 10 | 34 | 2.579e-06 | 0.0001481 |
82 | REGULATION OF PHOSPHORUS METABOLIC PROCESS | 117 | 1618 | 2.679e-06 | 0.000152 |
83 | REGULATION OF CELL DEVELOPMENT | 70 | 836 | 2.877e-06 | 0.0001613 |
84 | DIVALENT INORGANIC CATION HOMEOSTASIS | 37 | 343 | 2.998e-06 | 0.0001661 |
85 | MULTI MULTICELLULAR ORGANISM PROCESS | 27 | 213 | 3.35e-06 | 0.0001834 |
86 | RESPONSE TO GROWTH FACTOR | 46 | 475 | 3.916e-06 | 0.0002094 |
87 | MESENCHYME DEVELOPMENT | 25 | 190 | 3.913e-06 | 0.0002094 |
88 | REGULATION OF SYSTEM PROCESS | 48 | 507 | 4.515e-06 | 0.0002387 |
89 | REGULATION OF CELL MORPHOGENESIS | 51 | 552 | 4.584e-06 | 0.0002396 |
90 | CELLULAR HOMEOSTASIS | 59 | 676 | 5.018e-06 | 0.0002594 |
91 | REGULATION OF PROTEIN MODIFICATION PROCESS | 121 | 1710 | 5.103e-06 | 0.0002609 |
92 | RESPONSE TO ESTROGEN | 27 | 218 | 5.208e-06 | 0.0002634 |
93 | SKELETAL SYSTEM DEVELOPMENT | 44 | 455 | 6.566e-06 | 0.0003285 |
94 | BEHAVIOR | 48 | 516 | 7.263e-06 | 0.0003595 |
95 | POSITIVE REGULATION OF CELL DEVELOPMENT | 45 | 472 | 7.466e-06 | 0.0003657 |
96 | SUBSTRATE ADHESION DEPENDENT CELL SPREADING | 10 | 38 | 7.819e-06 | 0.000379 |
97 | REGULATION OF DEVELOPMENTAL GROWTH | 32 | 289 | 8.04e-06 | 0.0003822 |
98 | TISSUE MORPHOGENESIS | 49 | 533 | 8.05e-06 | 0.0003822 |
99 | NEGATIVE REGULATION OF LOCOMOTION | 30 | 263 | 8.519e-06 | 0.0004004 |
100 | MUSCLE STRUCTURE DEVELOPMENT | 42 | 432 | 9.297e-06 | 0.0004326 |
101 | REGULATION OF PHOSPHOLIPASE C ACTIVITY | 10 | 39 | 1.007e-05 | 0.0004571 |
102 | NEURAL CREST CELL DIFFERENTIATION | 14 | 75 | 1.012e-05 | 0.0004571 |
103 | NEGATIVE CHEMOTAXIS | 10 | 39 | 1.007e-05 | 0.0004571 |
104 | HOMOPHILIC CELL ADHESION VIA PLASMA MEMBRANE ADHESION MOLECULES | 21 | 153 | 1.183e-05 | 0.0005295 |
105 | REGULATION OF CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION | 35 | 337 | 1.265e-05 | 0.0005605 |
106 | REGULATION OF EPITHELIAL CELL MIGRATION | 22 | 166 | 1.304e-05 | 0.0005724 |
107 | REGULATION OF ENDOTHELIAL CELL PROLIFERATION | 16 | 98 | 1.44e-05 | 0.0006261 |
108 | POSITIVE REGULATION OF MAPK CASCADE | 44 | 470 | 1.482e-05 | 0.0006385 |
109 | SINGLE ORGANISM BEHAVIOR | 38 | 384 | 1.65e-05 | 0.0006729 |
110 | RESPONSE TO WOUNDING | 50 | 563 | 1.663e-05 | 0.0006729 |
111 | REGULATION OF ANATOMICAL STRUCTURE SIZE | 44 | 472 | 1.646e-05 | 0.0006729 |
112 | CELL PROLIFERATION | 57 | 672 | 1.676e-05 | 0.0006729 |
113 | POSITIVE REGULATION OF DEVELOPMENTAL GROWTH | 21 | 156 | 1.601e-05 | 0.0006729 |
114 | CELL SUBSTRATE JUNCTION ASSEMBLY | 10 | 41 | 1.629e-05 | 0.0006729 |
115 | LOCOMOTORY BEHAVIOR | 23 | 181 | 1.678e-05 | 0.0006729 |
116 | NEGATIVE REGULATION OF CELL DIFFERENTIATION | 53 | 609 | 1.641e-05 | 0.0006729 |
117 | POSITIVE REGULATION OF PURINE NUCLEOTIDE METABOLIC PROCESS | 19 | 133 | 1.715e-05 | 0.0006762 |
118 | POSITIVE REGULATION OF NUCLEOTIDE METABOLIC PROCESS | 19 | 133 | 1.715e-05 | 0.0006762 |
119 | ENZYME LINKED RECEPTOR PROTEIN SIGNALING PATHWAY | 58 | 689 | 1.765e-05 | 0.0006903 |
120 | CELL PROJECTION ORGANIZATION | 71 | 902 | 2.005e-05 | 0.0007774 |
121 | PHOSPHATE CONTAINING COMPOUND METABOLIC PROCESS | 133 | 1977 | 2.078e-05 | 0.0007993 |
122 | CENTRAL NERVOUS SYSTEM DEVELOPMENT | 69 | 872 | 2.221e-05 | 0.000847 |
123 | POSITIVE REGULATION OF CELL GROWTH | 20 | 148 | 2.389e-05 | 0.0008967 |
124 | REGULATION OF RESPONSE TO STRESS | 104 | 1468 | 2.39e-05 | 0.0008967 |
125 | POSITIVE REGULATION OF NEURON DIFFERENTIATION | 32 | 306 | 2.565e-05 | 0.0009492 |
126 | POSITIVE REGULATION OF INTRACELLULAR SIGNAL TRANSDUCTION | 69 | 876 | 2.57e-05 | 0.0009492 |
127 | PROTEIN PHOSPHORYLATION | 73 | 944 | 2.759e-05 | 0.001011 |
128 | OSTEOBLAST DIFFERENTIATION | 18 | 126 | 2.835e-05 | 0.001021 |
129 | REGULATION OF NEURON PROJECTION DEVELOPMENT | 39 | 408 | 2.817e-05 | 0.001021 |
130 | POSITIVE REGULATION OF CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION | 21 | 162 | 2.853e-05 | 0.001021 |
131 | GROWTH | 39 | 410 | 3.142e-05 | 0.001116 |
132 | POSITIVE REGULATION OF PHOSPHOLIPASE ACTIVITY | 11 | 53 | 3.19e-05 | 0.001124 |
133 | MUSCLE SYSTEM PROCESS | 30 | 282 | 3.292e-05 | 0.001152 |
134 | RESPONSE TO ORGANIC CYCLIC COMPOUND | 71 | 917 | 3.419e-05 | 0.001187 |
135 | REGULATION OF MAPK CASCADE | 55 | 660 | 3.831e-05 | 0.00132 |
136 | CELLULAR RESPONSE TO NITROGEN COMPOUND | 45 | 505 | 4.017e-05 | 0.001364 |
137 | CELL CELL ADHESION VIA PLASMA MEMBRANE ADHESION MOLECULES | 24 | 204 | 4.007e-05 | 0.001364 |
138 | POSITIVE REGULATION OF MOLECULAR FUNCTION | 121 | 1791 | 4.265e-05 | 0.001435 |
139 | RESPONSE TO ABIOTIC STIMULUS | 77 | 1024 | 4.288e-05 | 0.001435 |
140 | RESPONSE TO ISCHEMIA | 8 | 29 | 4.425e-05 | 0.001471 |
141 | CELL PART MORPHOGENESIS | 53 | 633 | 4.663e-05 | 0.001528 |
142 | REGULATION OF RESPONSE TO EXTERNAL STIMULUS | 71 | 926 | 4.662e-05 | 0.001528 |
143 | REGULATION OF CELL PROJECTION ORGANIZATION | 48 | 558 | 5.45e-05 | 0.001773 |
144 | POSITIVE REGULATION OF BIOMINERAL TISSUE DEVELOPMENT | 9 | 38 | 5.558e-05 | 0.001783 |
145 | CELLULAR RESPONSE TO GLUCAGON STIMULUS | 9 | 38 | 5.558e-05 | 0.001783 |
146 | POSITIVE REGULATION OF CATALYTIC ACTIVITY | 105 | 1518 | 5.737e-05 | 0.00182 |
147 | NEGATIVE REGULATION OF RESPONSE TO STIMULUS | 96 | 1360 | 5.748e-05 | 0.00182 |
148 | POSITIVE REGULATION OF VASCULATURE DEVELOPMENT | 18 | 133 | 5.891e-05 | 0.001852 |
149 | POSITIVE REGULATION OF IMMUNE SYSTEM PROCESS | 67 | 867 | 6.027e-05 | 0.001882 |
150 | RESPONSE TO ESTRADIOL | 19 | 146 | 6.398e-05 | 0.001972 |
151 | RESPONSE TO MECHANICAL STIMULUS | 24 | 210 | 6.395e-05 | 0.001972 |
152 | ACTIVATION OF ADENYLATE CYCLASE ACTIVITY | 9 | 39 | 6.923e-05 | 0.002119 |
153 | POSITIVE REGULATION OF ADENYLATE CYCLASE ACTIVITY | 10 | 48 | 7.027e-05 | 0.002137 |
154 | POSITIVE REGULATION OF CAMP METABOLIC PROCESS | 14 | 89 | 7.431e-05 | 0.002245 |
155 | HEAD DEVELOPMENT | 57 | 709 | 7.49e-05 | 0.002248 |
156 | CELL MORPHOGENESIS INVOLVED IN NEURON DIFFERENTIATION | 35 | 368 | 7.893e-05 | 0.002354 |
157 | HOMEOSTATIC PROCESS | 94 | 1337 | 7.976e-05 | 0.002364 |
158 | RESPONSE TO NITROGEN COMPOUND | 66 | 859 | 8.108e-05 | 0.002388 |
159 | EPITHELIUM DEVELOPMENT | 71 | 945 | 8.765e-05 | 0.002565 |
160 | MORPHOGENESIS OF AN EPITHELIUM | 37 | 400 | 8.912e-05 | 0.002568 |
161 | CAMP BIOSYNTHETIC PROCESS | 6 | 17 | 8.907e-05 | 0.002568 |
162 | REGULATION OF TRANSPORT | 120 | 1804 | 8.94e-05 | 0.002568 |
163 | POSITIVE REGULATION OF GENE EXPRESSION | 116 | 1733 | 9.171e-05 | 0.002618 |
164 | ENSHEATHMENT OF NEURONS | 14 | 91 | 9.524e-05 | 0.002686 |
165 | AXON ENSHEATHMENT | 14 | 91 | 9.524e-05 | 0.002686 |
166 | REGULATION OF ENDOTHELIAL CELL MIGRATION | 16 | 114 | 9.634e-05 | 0.0027 |
167 | REGULATION OF CYTOSOLIC CALCIUM ION CONCENTRATION | 23 | 203 | 0.0001029 | 0.002866 |
168 | RESPONSE TO STEROID HORMONE | 43 | 497 | 0.0001155 | 0.003181 |
169 | DEVELOPMENTAL GROWTH INVOLVED IN MORPHOGENESIS | 15 | 104 | 0.0001154 | 0.003181 |
170 | POSITIVE REGULATION OF KINASE ACTIVITY | 42 | 482 | 0.0001182 | 0.003236 |
171 | POSITIVE REGULATION OF LYASE ACTIVITY | 11 | 61 | 0.0001237 | 0.003365 |
172 | MUSCLE CONTRACTION | 25 | 233 | 0.0001267 | 0.003427 |
173 | EXTRACELLULAR STRUCTURE ORGANIZATION | 30 | 304 | 0.0001305 | 0.003491 |
174 | REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 118 | 1784 | 0.0001298 | 0.003491 |
175 | AMEBOIDAL TYPE CELL MIGRATION | 19 | 154 | 0.0001319 | 0.003506 |
176 | CARBOHYDRATE DERIVATIVE BIOSYNTHETIC PROCESS | 49 | 595 | 0.0001335 | 0.003526 |
177 | MORPHOGENESIS OF A BRANCHING STRUCTURE | 20 | 167 | 0.0001341 | 0.003526 |
178 | FOREBRAIN CELL MIGRATION | 11 | 62 | 0.000144 | 0.003764 |
179 | CYCLIC NUCLEOTIDE BIOSYNTHETIC PROCESS | 8 | 34 | 0.0001515 | 0.003939 |
180 | POSITIVE REGULATION OF CELLULAR COMPONENT ORGANIZATION | 82 | 1152 | 0.000155 | 0.004007 |
181 | NEGATIVE REGULATION OF DEVELOPMENTAL GROWTH | 13 | 84 | 0.0001577 | 0.00402 |
182 | RESPONSE TO KETONE | 21 | 182 | 0.0001567 | 0.00402 |
183 | LEARNING | 17 | 131 | 0.0001581 | 0.00402 |
184 | REGULATION OF CALCIUM ION TRANSPORT | 23 | 209 | 0.0001596 | 0.004036 |
185 | REGULATION OF CELLULAR COMPONENT SIZE | 32 | 337 | 0.0001619 | 0.004064 |
186 | POSITIVE REGULATION OF TRANSFERASE ACTIVITY | 50 | 616 | 0.0001625 | 0.004064 |
187 | COGNITION | 26 | 251 | 0.0001662 | 0.004134 |
188 | POSITIVE REGULATION OF GROWTH | 25 | 238 | 0.0001771 | 0.004382 |
189 | PHOSPHORYLATION | 86 | 1228 | 0.0001844 | 0.00454 |
190 | REGULATION OF PHOSPHOLIPASE ACTIVITY | 11 | 64 | 0.0001932 | 0.004731 |
191 | RESPONSE TO OXYGEN LEVELS | 30 | 311 | 0.0001949 | 0.004748 |
192 | POSITIVE REGULATION OF CYCLIC NUCLEOTIDE METABOLIC PROCESS | 15 | 109 | 0.000197 | 0.004774 |
193 | TAXIS | 40 | 464 | 0.0002129 | 0.005133 |
194 | REGULATION OF ION TRANSPORT | 48 | 592 | 0.0002237 | 0.005366 |
195 | NEGATIVE REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 57 | 740 | 0.0002305 | 0.005499 |
196 | SEMAPHORIN PLEXIN SIGNALING PATHWAY | 8 | 36 | 0.0002321 | 0.005511 |
197 | REGENERATION | 19 | 161 | 0.0002367 | 0.005591 |
198 | CARBOHYDRATE DERIVATIVE METABOLIC PROCESS | 75 | 1047 | 0.0002451 | 0.00576 |
199 | REGULATION OF KINASE ACTIVITY | 59 | 776 | 0.0002527 | 0.005859 |
200 | CELLULAR RESPONSE TO ACID CHEMICAL | 20 | 175 | 0.0002531 | 0.005859 |
201 | MODULATION OF SYNAPTIC TRANSMISSION | 29 | 301 | 0.0002525 | 0.005859 |
202 | POSITIVE REGULATION OF LIPASE ACTIVITY | 11 | 66 | 0.0002559 | 0.005895 |
203 | CYCLIC NUCLEOTIDE MEDIATED SIGNALING | 9 | 46 | 0.0002671 | 0.006062 |
204 | REGULATION OF OSTEOBLAST DIFFERENTIATION | 15 | 112 | 0.0002668 | 0.006062 |
205 | REGULATION OF CELL ADHESION | 50 | 629 | 0.0002665 | 0.006062 |
206 | RESPONSE TO CORTICOSTEROID | 20 | 176 | 0.0002731 | 0.006148 |
207 | LEUKOCYTE MIGRATION | 26 | 259 | 0.0002735 | 0.006148 |
208 | CELLULAR RESPONSE TO PEPTIDE | 27 | 274 | 0.0002841 | 0.006295 |
209 | NEGATIVE REGULATION OF RESPONSE TO EXTERNAL STIMULUS | 27 | 274 | 0.0002841 | 0.006295 |
210 | CAMP MEDIATED SIGNALING | 8 | 37 | 0.000284 | 0.006295 |
211 | POSITIVE REGULATION OF BIOSYNTHETIC PROCESS | 117 | 1805 | 0.000309 | 0.006754 |
212 | CELLULAR RESPONSE TO HORMONE STIMULUS | 45 | 552 | 0.0003092 | 0.006754 |
213 | TUBE DEVELOPMENT | 45 | 552 | 0.0003092 | 0.006754 |
214 | REGULATION OF CELL MATRIX ADHESION | 13 | 90 | 0.0003186 | 0.006926 |
215 | EPITHELIAL CELL CELL ADHESION | 5 | 14 | 0.0003344 | 0.007218 |
216 | POSITIVE REGULATION OF ENDOTHELIAL CELL PROLIFERATION | 11 | 68 | 0.0003351 | 0.007218 |
217 | MUSCLE ORGAN DEVELOPMENT | 27 | 277 | 0.000338 | 0.007248 |
218 | REGULATION OF RESPONSE TO WOUNDING | 36 | 413 | 0.000351 | 0.007492 |
219 | POSITIVE REGULATION OF MAP KINASE ACTIVITY | 22 | 207 | 0.0003592 | 0.007632 |
220 | AGING | 26 | 264 | 0.0003684 | 0.007755 |
221 | REGULATION OF CHEMOTAXIS | 20 | 180 | 0.0003675 | 0.007755 |
222 | RESPONSE TO GLUCAGON | 9 | 48 | 0.0003734 | 0.007826 |
223 | ACTIVATION OF PROTEIN KINASE ACTIVITY | 27 | 279 | 0.0003788 | 0.007903 |
224 | REGULATION OF HYDROLASE ACTIVITY | 90 | 1327 | 0.0003825 | 0.007946 |
225 | REGULATION OF CALCIUM ION TRANSPORT INTO CYTOSOL | 13 | 92 | 0.0003966 | 0.008202 |
226 | REGULATION OF HOMEOSTATIC PROCESS | 38 | 447 | 0.0003984 | 0.008203 |
227 | REGULATION OF METAL ION TRANSPORT | 30 | 325 | 0.0004138 | 0.008482 |
228 | NEGATIVE REGULATION OF GENE EXPRESSION | 99 | 1493 | 0.0004284 | 0.008743 |
229 | REGULATION OF TRANSFERASE ACTIVITY | 68 | 946 | 0.000432 | 0.008776 |
230 | REGULATION OF MEMBRANE PERMEABILITY | 11 | 70 | 0.0004338 | 0.008776 |
231 | CELLULAR RESPONSE TO OXYGEN LEVELS | 17 | 143 | 0.0004533 | 0.009131 |
232 | RESPONSE TO PEPTIDE | 35 | 404 | 0.0004715 | 0.009457 |
233 | REGULATION OF TRANSPORTER ACTIVITY | 21 | 198 | 0.0004975 | 0.009935 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | CELL ADHESION MOLECULE BINDING | 27 | 186 | 2.254e-07 | 0.0002094 |
2 | PROTEIN COMPLEX BINDING | 78 | 935 | 8.835e-07 | 0.0004104 |
3 | MACROMOLECULAR COMPLEX BINDING | 103 | 1399 | 5.217e-06 | 0.001616 |
4 | INTEGRIN BINDING | 17 | 105 | 8.795e-06 | 0.002043 |
5 | RECEPTOR BINDING | 105 | 1476 | 1.833e-05 | 0.003406 |
6 | CHEMOREPELLENT ACTIVITY | 8 | 27 | 2.491e-05 | 0.003857 |
7 | CYCLASE ACTIVITY | 7 | 22 | 4.856e-05 | 0.005639 |
8 | GLYCOSAMINOGLYCAN BINDING | 24 | 205 | 4.338e-05 | 0.005639 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | CELL JUNCTION | 105 | 1151 | 6.818e-11 | 2.159e-08 |
2 | NEURON PROJECTION | 91 | 942 | 7.394e-11 | 2.159e-08 |
3 | EXTRACELLULAR MATRIX | 53 | 426 | 1.45e-10 | 2.793e-08 |
4 | NEURON PART | 111 | 1265 | 1.913e-10 | 2.793e-08 |
5 | PROTEINACEOUS EXTRACELLULAR MATRIX | 46 | 356 | 7.042e-10 | 8.225e-08 |
6 | SOMATODENDRITIC COMPARTMENT | 63 | 650 | 6.256e-08 | 6.089e-06 |
7 | MEMBRANE REGION | 94 | 1134 | 8.385e-08 | 6.996e-06 |
8 | CELL CELL JUNCTION | 43 | 383 | 1.593e-07 | 1.163e-05 |
9 | CELL PROJECTION | 130 | 1786 | 4.836e-07 | 3.138e-05 |
10 | SYNAPSE | 66 | 754 | 1.241e-06 | 7.249e-05 |
11 | EXTRACELLULAR MATRIX COMPONENT | 20 | 125 | 1.761e-06 | 9.349e-05 |
12 | INTRINSIC COMPONENT OF PLASMA MEMBRANE | 119 | 1649 | 2.405e-06 | 0.000108 |
13 | DENDRITE | 45 | 451 | 2.261e-06 | 0.000108 |
14 | CELL SURFACE | 65 | 757 | 2.864e-06 | 0.0001195 |
15 | SYNAPSE PART | 54 | 610 | 8.427e-06 | 0.0003281 |
16 | AXON | 41 | 418 | 9.582e-06 | 0.0003497 |
17 | BASEMENT MEMBRANE | 15 | 93 | 3.071e-05 | 0.0009964 |
18 | PLASMA MEMBRANE REGION | 72 | 929 | 2.914e-05 | 0.0009964 |
19 | CELL BODY | 44 | 494 | 4.929e-05 | 0.001515 |
20 | SARCOLEMMA | 17 | 125 | 8.806e-05 | 0.002518 |
21 | CELL PROJECTION PART | 71 | 946 | 9.053e-05 | 0.002518 |
22 | POSTSYNAPSE | 35 | 378 | 0.0001341 | 0.00356 |
23 | ANCHORING JUNCTION | 42 | 489 | 0.0001619 | 0.00411 |
24 | COLLAGEN TRIMER | 13 | 88 | 0.000254 | 0.00618 |
25 | SYNAPTIC MEMBRANE | 26 | 261 | 0.0003085 | 0.007207 |
Num | Pathway | Pathview | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|---|
1 | PI3K_Akt_signaling_pathway_hsa04151 | 41 | 352 | 1.138e-07 | 5.919e-06 | |
2 | Focal_adhesion_hsa04510 | 27 | 199 | 8.874e-07 | 2.307e-05 | |
3 | cGMP_PKG_signaling_pathway_hsa04022 | 22 | 163 | 9.714e-06 | 0.0001684 | |
4 | Ras_signaling_pathway_hsa04014 | 26 | 232 | 4.509e-05 | 0.0004882 | |
5 | Rap1_signaling_pathway_hsa04015 | 24 | 206 | 4.694e-05 | 0.0004882 | |
6 | Cell_adhesion_molecules_.CAMs._hsa04514 | 18 | 145 | 0.0001814 | 0.001573 | |
7 | Hippo_signaling_pathway_hsa04390 | 18 | 154 | 0.0003846 | 0.002857 | |
8 | ECM_receptor_interaction_hsa04512 | 12 | 82 | 0.0004742 | 0.003082 | |
9 | cAMP_signaling_pathway_hsa04024 | 20 | 198 | 0.00123 | 0.007109 | |
10 | MAPK_signaling_pathway_hsa04010 | 26 | 295 | 0.001886 | 0.009805 | |
11 | Apelin_signaling_pathway_hsa04371 | 15 | 137 | 0.002203 | 0.01042 | |
12 | Signaling_pathways_regulating_pluripotency_of_stem_cells_hsa04550 | 15 | 139 | 0.002539 | 0.011 | |
13 | FoxO_signaling_pathway_hsa04068 | 14 | 132 | 0.004068 | 0.01546 | |
14 | Apoptosis_multiple_species_hsa04215 | 6 | 33 | 0.004162 | 0.01546 | |
15 | TNF_signaling_pathway_hsa04668 | 12 | 108 | 0.005197 | 0.01801 | |
16 | Calcium_signaling_pathway_hsa04020 | 17 | 182 | 0.006114 | 0.01987 | |
17 | Cellular_senescence_hsa04218 | 15 | 160 | 0.009338 | 0.02856 | |
18 | TGF_beta_signaling_pathway_hsa04350 | 9 | 84 | 0.01805 | 0.05214 | |
19 | Gap_junction_hsa04540 | 9 | 88 | 0.02373 | 0.06495 | |
20 | mTOR_signaling_pathway_hsa04150 | 13 | 151 | 0.02791 | 0.07258 | |
21 | Oocyte_meiosis_hsa04114 | 11 | 124 | 0.03401 | 0.08422 | |
22 | p53_signaling_pathway_hsa04115 | 7 | 68 | 0.04201 | 0.09931 | |
23 | Cytokine_cytokine_receptor_interaction_hsa04060 | 19 | 270 | 0.05724 | 0.1294 | |
24 | Tight_junction_hsa04530 | 13 | 170 | 0.06192 | 0.1341 | |
25 | Apoptosis_hsa04210 | 11 | 138 | 0.06449 | 0.1341 | |
26 | Regulation_of_actin_cytoskeleton_hsa04810 | 15 | 208 | 0.07136 | 0.1427 | |
27 | Autophagy_animal_hsa04140 | 10 | 128 | 0.08378 | 0.1614 | |
28 | Wnt_signaling_pathway_hsa04310 | 11 | 146 | 0.08805 | 0.1635 | |
29 | HIF_1_signaling_pathway_hsa04066 | 8 | 100 | 0.1029 | 0.1845 | |
30 | ErbB_signaling_pathway_hsa04012 | 7 | 85 | 0.1091 | 0.189 | |
31 | Phospholipase_D_signaling_pathway_hsa04072 | 10 | 146 | 0.1571 | 0.2555 | |
32 | Hippo_signaling_pathway_multiple_species_hsa04392 | 3 | 29 | 0.1572 | 0.2555 | |
33 | Phagosome_hsa04145 | 10 | 152 | 0.187 | 0.2947 | |
34 | Mitophagy_animal_hsa04137 | 5 | 65 | 0.1955 | 0.2989 | |
35 | Neuroactive_ligand_receptor_interaction_hsa04080 | 16 | 278 | 0.2496 | 0.3707 | |
36 | Adherens_junction_hsa04520 | 5 | 72 | 0.2566 | 0.3707 | |
37 | NF_kappa_B_signaling_pathway_hsa04064 | 6 | 95 | 0.2969 | 0.4173 | |
38 | VEGF_signaling_pathway_hsa04370 | 4 | 59 | 0.3074 | 0.4207 | |
39 | Cell_cycle_hsa04110 | 7 | 124 | 0.3755 | 0.5006 | |
40 | Sphingolipid_signaling_pathway_hsa04071 | 6 | 118 | 0.4918 | 0.6152 | |
41 | Jak_STAT_signaling_pathway_hsa04630 | 8 | 162 | 0.5065 | 0.6152 | |
42 | Phosphatidylinositol_signaling_system_hsa04070 | 5 | 99 | 0.5093 | 0.6152 | |
43 | AMPK_signaling_pathway_hsa04152 | 6 | 121 | 0.5164 | 0.6152 | |
44 | Necroptosis_hsa04217 | 8 | 164 | 0.5206 | 0.6152 | |
45 | Endocytosis_hsa04144 | 11 | 244 | 0.6138 | 0.7093 | |
46 | Hedgehog_signaling_pathway_hsa04340 | 2 | 47 | 0.6608 | 0.747 | |
47 | Peroxisome_hsa04146 | 2 | 83 | 0.9099 | 0.9657 | |
48 | Lysosome_hsa04142 | 3 | 123 | 0.9357 | 0.9731 |
Num | lncRNA | miRNAs | miRNAs count | Gene | Sponge regulatory network | lncRNA log2FC | lncRNA pvalue | Gene log2FC | Gene pvalue | lncRNA-gene Pearson correlation |
---|---|---|---|---|---|---|---|---|---|---|
1 | EMX2OS |
hsa-let-7a-3p;hsa-let-7f-1-3p;hsa-miR-103a-3p;hsa-miR-107;hsa-miR-1262;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-141-5p;hsa-miR-148a-3p;hsa-miR-148a-5p;hsa-miR-15a-5p;hsa-miR-15b-3p;hsa-miR-15b-5p;hsa-miR-16-1-3p;hsa-miR-16-2-3p;hsa-miR-16-5p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-186-5p;hsa-miR-188-3p;hsa-miR-193a-3p;hsa-miR-196a-5p;hsa-miR-196b-5p;hsa-miR-19a-3p;hsa-miR-19b-3p;hsa-miR-200a-3p;hsa-miR-26a-1-3p;hsa-miR-26a-2-3p;hsa-miR-26b-3p;hsa-miR-26b-5p;hsa-miR-27a-3p;hsa-miR-29a-3p;hsa-miR-29a-5p;hsa-miR-29b-3p;hsa-miR-30d-3p;hsa-miR-30e-3p;hsa-miR-335-3p;hsa-miR-33a-3p;hsa-miR-374a-3p;hsa-miR-374b-5p;hsa-miR-424-5p;hsa-miR-425-5p;hsa-miR-486-5p;hsa-miR-505-3p;hsa-miR-532-3p;hsa-miR-548o-3p;hsa-miR-576-5p;hsa-miR-584-5p;hsa-miR-589-3p;hsa-miR-590-3p;hsa-miR-940;hsa-miR-942-5p | 52 | KIAA2022 | Sponge network | 0.3 | 0.65988 | -0.292 | 0.5957 | 0.551 |
2 | EMX2OS |
hsa-miR-103a-3p;hsa-miR-107;hsa-miR-1262;hsa-miR-15a-5p;hsa-miR-15b-5p;hsa-miR-16-5p;hsa-miR-17-5p;hsa-miR-30d-3p;hsa-miR-374b-3p;hsa-miR-374b-5p;hsa-miR-378a-5p;hsa-miR-421;hsa-miR-424-5p;hsa-miR-532-3p;hsa-miR-577;hsa-miR-590-3p;hsa-miR-93-5p | 17 | TMEM100 | Sponge network | 0.3 | 0.65988 | -0.168 | 0.68476 | 0.507 |
3 | CECR7 |
hsa-miR-103a-3p;hsa-miR-1262;hsa-miR-15a-5p;hsa-miR-15b-5p;hsa-miR-16-5p;hsa-miR-17-5p;hsa-miR-320a;hsa-miR-429;hsa-miR-532-3p;hsa-miR-590-3p;hsa-miR-93-5p | 11 | TMEM100 | Sponge network | -0.206 | 0.73331 | -0.168 | 0.68476 | 0.497 |
4 | MIAT |
hsa-miR-153-3p;hsa-miR-17-5p;hsa-miR-192-5p;hsa-miR-20a-3p;hsa-miR-20a-5p;hsa-miR-224-5p;hsa-miR-24-2-5p;hsa-miR-29a-3p;hsa-miR-33a-5p;hsa-miR-452-5p | 10 | BCL2 | Sponge network | 0.29 | 0.50324 | -0.443 | 0.34621 | 0.452 |
5 | CECR7 |
hsa-let-7a-3p;hsa-let-7f-1-3p;hsa-miR-103a-3p;hsa-miR-1262;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-141-5p;hsa-miR-148a-3p;hsa-miR-148a-5p;hsa-miR-15a-5p;hsa-miR-15b-3p;hsa-miR-15b-5p;hsa-miR-16-1-3p;hsa-miR-16-2-3p;hsa-miR-16-5p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-186-5p;hsa-miR-188-3p;hsa-miR-196a-5p;hsa-miR-196b-5p;hsa-miR-19a-3p;hsa-miR-19b-3p;hsa-miR-200a-3p;hsa-miR-23a-3p;hsa-miR-26a-1-3p;hsa-miR-26a-2-3p;hsa-miR-26b-3p;hsa-miR-26b-5p;hsa-miR-27a-3p;hsa-miR-29a-3p;hsa-miR-29a-5p;hsa-miR-29b-3p;hsa-miR-320a;hsa-miR-335-3p;hsa-miR-33a-3p;hsa-miR-361-5p;hsa-miR-425-5p;hsa-miR-429;hsa-miR-532-3p;hsa-miR-589-3p;hsa-miR-590-3p;hsa-miR-940;hsa-miR-942-5p | 44 | KIAA2022 | Sponge network | -0.206 | 0.73331 | -0.292 | 0.5957 | 0.432 |
6 | EMX2OS |
hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-1304-5p;hsa-miR-130b-3p;hsa-miR-135b-5p;hsa-miR-15b-3p;hsa-miR-17-5p;hsa-miR-20a-3p;hsa-miR-20a-5p;hsa-miR-221-3p;hsa-miR-222-3p;hsa-miR-224-3p;hsa-miR-29b-1-5p;hsa-miR-301a-3p;hsa-miR-33a-5p;hsa-miR-33b-5p;hsa-miR-374b-3p;hsa-miR-452-5p;hsa-miR-454-3p;hsa-miR-590-3p;hsa-miR-93-5p | 21 | ASPA | Sponge network | 0.3 | 0.65988 | -0.302 | 0.57461 | 0.421 |
7 | CECR7 |
hsa-miR-1254;hsa-miR-1275;hsa-miR-141-3p;hsa-miR-17-3p;hsa-miR-18a-3p;hsa-miR-18a-5p;hsa-miR-18b-5p;hsa-miR-194-3p;hsa-miR-200a-3p;hsa-miR-224-5p;hsa-miR-23a-3p;hsa-miR-29b-3p;hsa-miR-378a-3p;hsa-miR-500a-3p;hsa-miR-532-3p;hsa-miR-590-3p;hsa-miR-671-5p;hsa-miR-939-5p;hsa-miR-940 | 19 | GNG7 | Sponge network | -0.206 | 0.73331 | -0.081 | 0.79764 | 0.41 |
8 | EMX2OS |
hsa-let-7f-2-3p;hsa-miR-200a-5p;hsa-miR-200b-5p;hsa-miR-30d-3p;hsa-miR-30e-3p;hsa-miR-33a-3p;hsa-miR-374b-5p;hsa-miR-584-5p;hsa-miR-590-3p;hsa-miR-7-1-3p;hsa-miR-744-3p | 11 | TXLNB | Sponge network | 0.3 | 0.65988 | -0.324 | 0.32954 | 0.406 |
9 | CECR7 |
hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-1304-5p;hsa-miR-130b-3p;hsa-miR-135b-5p;hsa-miR-15b-3p;hsa-miR-17-5p;hsa-miR-20a-3p;hsa-miR-20a-5p;hsa-miR-221-3p;hsa-miR-222-3p;hsa-miR-23a-3p;hsa-miR-29b-1-5p;hsa-miR-301a-3p;hsa-miR-320a;hsa-miR-33a-5p;hsa-miR-33b-5p;hsa-miR-452-5p;hsa-miR-454-3p;hsa-miR-590-3p;hsa-miR-93-5p | 21 | ASPA | Sponge network | -0.206 | 0.73331 | -0.302 | 0.57461 | 0.393 |
10 | EMX2OS |
hsa-miR-1254;hsa-miR-1275;hsa-miR-141-3p;hsa-miR-17-3p;hsa-miR-185-3p;hsa-miR-18a-3p;hsa-miR-18a-5p;hsa-miR-18b-5p;hsa-miR-194-3p;hsa-miR-200a-3p;hsa-miR-224-5p;hsa-miR-29b-3p;hsa-miR-378a-3p;hsa-miR-500a-3p;hsa-miR-532-3p;hsa-miR-590-3p;hsa-miR-671-5p;hsa-miR-92a-3p;hsa-miR-939-5p;hsa-miR-940 | 20 | GNG7 | Sponge network | 0.3 | 0.65988 | -0.081 | 0.79764 | 0.368 |
11 | MIAT |
hsa-miR-106b-5p;hsa-miR-1304-5p;hsa-miR-130b-3p;hsa-miR-135b-5p;hsa-miR-17-5p;hsa-miR-20a-3p;hsa-miR-20a-5p;hsa-miR-301a-3p;hsa-miR-33a-5p;hsa-miR-374b-3p;hsa-miR-452-5p;hsa-miR-454-3p | 12 | ASPA | Sponge network | 0.29 | 0.50324 | -0.302 | 0.57461 | 0.346 |
12 | EMX2OS |
hsa-miR-103a-3p;hsa-miR-107;hsa-miR-148a-3p;hsa-miR-148a-5p;hsa-miR-148b-3p;hsa-miR-15a-5p;hsa-miR-15b-5p;hsa-miR-16-1-3p;hsa-miR-16-5p;hsa-miR-186-5p;hsa-miR-26b-5p;hsa-miR-27a-3p;hsa-miR-30d-3p;hsa-miR-424-5p;hsa-miR-576-5p;hsa-miR-590-3p;hsa-miR-942-5p | 17 | PDK4 | Sponge network | 0.3 | 0.65988 | -0.099 | 0.8788 | 0.33 |
13 | CECR7 |
hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-1254;hsa-miR-17-5p;hsa-miR-186-5p;hsa-miR-18a-3p;hsa-miR-19a-3p;hsa-miR-19b-3p;hsa-miR-20a-5p;hsa-miR-222-5p;hsa-miR-224-5p;hsa-miR-331-3p;hsa-miR-423-3p;hsa-miR-502-5p;hsa-miR-589-3p;hsa-miR-590-3p;hsa-miR-625-5p;hsa-miR-7-1-3p;hsa-miR-93-5p | 19 | CBX7 | Sponge network | -0.206 | 0.73331 | -0.131 | 0.84612 | 0.329 |
14 | MEG3 |
hsa-miR-103a-3p;hsa-miR-107;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-141-5p;hsa-miR-148a-3p;hsa-miR-148a-5p;hsa-miR-15a-5p;hsa-miR-15b-3p;hsa-miR-15b-5p;hsa-miR-16-1-3p;hsa-miR-16-2-3p;hsa-miR-16-5p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-186-5p;hsa-miR-196a-5p;hsa-miR-19b-3p;hsa-miR-200a-3p;hsa-miR-26a-2-3p;hsa-miR-26b-5p;hsa-miR-29a-3p;hsa-miR-29a-5p;hsa-miR-29b-3p;hsa-miR-30d-3p;hsa-miR-30e-3p;hsa-miR-320c;hsa-miR-335-3p;hsa-miR-425-5p;hsa-miR-429;hsa-miR-532-3p;hsa-miR-576-5p;hsa-miR-625-3p;hsa-miR-942-5p;hsa-miR-96-5p | 35 | KIAA2022 | Sponge network | 0.551 | 0.09784 | -0.292 | 0.5957 | 0.325 |
15 | HCG11 |
hsa-let-7a-3p;hsa-let-7g-3p;hsa-miR-141-3p;hsa-miR-142-5p;hsa-miR-200a-5p;hsa-miR-200b-5p;hsa-miR-338-5p;hsa-miR-511-5p;hsa-miR-590-3p;hsa-miR-7-1-3p | 10 | FGF13 | Sponge network | 0.052 | 0.93058 | 0.3 | 0.38472 | 0.302 |
16 | HCG11 |
hsa-let-7a-3p;hsa-miR-107;hsa-miR-130b-5p;hsa-miR-141-3p;hsa-miR-141-5p;hsa-miR-142-5p;hsa-miR-148a-5p;hsa-miR-15a-5p;hsa-miR-15b-3p;hsa-miR-15b-5p;hsa-miR-16-1-3p;hsa-miR-16-2-3p;hsa-miR-16-5p;hsa-miR-186-5p;hsa-miR-200a-3p;hsa-miR-26a-1-3p;hsa-miR-26b-3p;hsa-miR-26b-5p;hsa-miR-30d-3p;hsa-miR-330-3p;hsa-miR-33a-3p;hsa-miR-455-5p;hsa-miR-576-5p;hsa-miR-590-3p;hsa-miR-625-3p;hsa-miR-942-5p | 26 | KIAA2022 | Sponge network | 0.052 | 0.93058 | -0.292 | 0.5957 | 0.288 |
17 | MEG3 |
hsa-miR-103a-3p;hsa-miR-107;hsa-miR-15a-5p;hsa-miR-15b-5p;hsa-miR-16-5p;hsa-miR-17-5p;hsa-miR-30d-3p;hsa-miR-374b-3p;hsa-miR-429;hsa-miR-532-3p;hsa-miR-577;hsa-miR-93-5p | 12 | TMEM100 | Sponge network | 0.551 | 0.09784 | -0.168 | 0.68476 | 0.283 |
18 | EMX2OS |
hsa-miR-106a-5p;hsa-miR-106b-5p;hsa-miR-1254;hsa-miR-17-5p;hsa-miR-186-5p;hsa-miR-18a-3p;hsa-miR-19a-3p;hsa-miR-19b-3p;hsa-miR-20a-5p;hsa-miR-222-5p;hsa-miR-224-5p;hsa-miR-331-3p;hsa-miR-421;hsa-miR-502-5p;hsa-miR-505-3p;hsa-miR-577;hsa-miR-589-3p;hsa-miR-590-3p;hsa-miR-625-5p;hsa-miR-7-1-3p;hsa-miR-93-5p | 21 | CBX7 | Sponge network | 0.3 | 0.65988 | -0.131 | 0.84612 | 0.269 |
19 | ZNF883 |
hsa-let-7a-3p;hsa-let-7a-5p;hsa-let-7f-1-3p;hsa-miR-101-5p;hsa-miR-103a-3p;hsa-miR-107;hsa-miR-1262;hsa-miR-130b-5p;hsa-miR-141-5p;hsa-miR-148a-3p;hsa-miR-148a-5p;hsa-miR-15b-3p;hsa-miR-16-2-3p;hsa-miR-181b-5p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-186-5p;hsa-miR-188-3p;hsa-miR-196a-5p;hsa-miR-19a-3p;hsa-miR-19b-3p;hsa-miR-26a-1-3p;hsa-miR-26a-2-3p;hsa-miR-26b-3p;hsa-miR-26b-5p;hsa-miR-27a-3p;hsa-miR-27b-3p;hsa-miR-29a-3p;hsa-miR-29a-5p;hsa-miR-29b-3p;hsa-miR-30d-3p;hsa-miR-30e-3p;hsa-miR-320a;hsa-miR-320c;hsa-miR-335-3p;hsa-miR-33a-3p;hsa-miR-425-5p;hsa-miR-576-5p;hsa-miR-584-5p;hsa-miR-942-5p | 40 | KIAA2022 | Sponge network | 1.009 | 0.03784 | -0.292 | 0.5957 | 0.266 |
20 | CECR7 |
hsa-miR-151a-5p;hsa-miR-15a-5p;hsa-miR-186-5p;hsa-miR-222-3p;hsa-miR-29a-5p;hsa-miR-32-3p;hsa-miR-335-5p;hsa-miR-33a-3p;hsa-miR-429;hsa-miR-590-3p;hsa-miR-590-5p;hsa-miR-7-1-3p | 12 | PELI2 | Sponge network | -0.206 | 0.73331 | -0.085 | 0.86805 | 0.259 |
21 | MIAT |
hsa-miR-141-3p;hsa-miR-148a-3p;hsa-miR-15b-5p;hsa-miR-182-5p;hsa-miR-183-5p;hsa-miR-19b-3p;hsa-miR-26b-5p;hsa-miR-29a-3p;hsa-miR-374a-3p;hsa-miR-424-5p;hsa-miR-425-5p;hsa-miR-532-3p;hsa-miR-96-5p | 13 | KIAA2022 | Sponge network | 0.29 | 0.50324 | -0.292 | 0.5957 | 0.256 |