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-140-5p | ABCC9 | 0.84 | 4.0E-5 | -2.76 | 0 | miRanda | -0.19 | 0.04837 | NA | |
2 | hsa-miR-140-5p | ABLIM1 | 0.84 | 4.0E-5 | -1.72 | 0 | PITA; miRanda | -0.24 | 0.00036 | NA | |
3 | hsa-miR-140-5p | ACACA | 0.84 | 4.0E-5 | -0.16 | 0.29248 | miRanda | -0.17 | 0 | NA | |
4 | hsa-miR-140-5p | ADAM10 | 0.84 | 4.0E-5 | 0.67 | 0.00766 | MirTarget; PITA; miRanda | -0.12 | 0.04176 | NA | |
5 | hsa-miR-140-5p | ADAM9 | 0.84 | 4.0E-5 | -0.2 | 0.40665 | PITA; miRanda; miRNATAP | -0.21 | 0.00023 | NA | |
6 | hsa-miR-140-5p | AGAP1 | 0.84 | 4.0E-5 | -0.4 | 0.01021 | miRanda | -0.12 | 0.00085 | NA | |
7 | hsa-miR-140-5p | AKAP11 | 0.84 | 4.0E-5 | -0.8 | 0 | MirTarget; miRanda | -0.18 | 1.0E-5 | NA | |
8 | hsa-miR-140-5p | AKAP13 | 0.84 | 4.0E-5 | -1.15 | 0 | miRanda | -0.16 | 1.0E-5 | NA | |
9 | hsa-miR-140-5p | AKAP6 | 0.84 | 4.0E-5 | -3.34 | 0 | miRanda | -0.44 | 3.0E-5 | NA | |
10 | hsa-miR-139-5p | ALDH3B2 | -1.53 | 0 | 2.64 | 1.0E-5 | miRanda | -0.23 | 0.03345 | NA | |
11 | hsa-miR-139-5p | ALG11 | -1.53 | 0 | 0.45 | 0.03472 | miRanda | -0.12 | 0.00188 | NA | |
12 | hsa-miR-139-5p | AMMECR1 | -1.53 | 0 | 0.72 | 0.00063 | miRanda | -0.17 | 1.0E-5 | NA | |
13 | hsa-miR-139-5p | AMPD3 | -1.53 | 0 | 0.05 | 0.81987 | miRanda | -0.12 | 0.00198 | NA | |
14 | hsa-miR-140-5p | ANK3 | 0.84 | 4.0E-5 | -0.29 | 0.31896 | miRanda | -0.2 | 0.00341 | NA | |
15 | hsa-miR-140-5p | ANKRD12 | 0.84 | 4.0E-5 | -0.64 | 0.00012 | miRanda | -0.13 | 0.00079 | NA | |
16 | hsa-miR-140-5p | ANKRD17 | 0.84 | 4.0E-5 | -0.09 | 0.56547 | miRanda | -0.12 | 0.00072 | NA | |
17 | hsa-miR-140-5p | ANKRD34A | 0.84 | 4.0E-5 | -0.41 | 0.07282 | miRanda | -0.15 | 0.00586 | NA | |
18 | hsa-miR-140-5p | ANKS1B | 0.84 | 4.0E-5 | -3.65 | 0 | miRanda | -0.26 | 0.03078 | NA | |
19 | hsa-miR-139-5p | ANO1 | -1.53 | 0 | 1.02 | 0.02235 | miRanda | -0.18 | 0.02021 | NA | |
20 | hsa-miR-140-5p | ANO6 | 0.84 | 4.0E-5 | -0.74 | 3.0E-5 | miRanda | -0.17 | 7.0E-5 | NA | |
21 | hsa-miR-139-5p | APOOL | -1.53 | 0 | -0.23 | 0.29879 | miRanda | -0.14 | 0.00023 | NA | |
22 | hsa-miR-139-5p | ARHGAP32 | -1.53 | 0 | 0.68 | 0.00492 | miRanda | -0.13 | 0.00371 | NA | |
23 | hsa-miR-140-5p | ARHGAP32 | 0.84 | 4.0E-5 | 0.68 | 0.00492 | miRanda | -0.16 | 0.00502 | NA | |
24 | hsa-miR-140-5p | ARHGEF4 | 0.84 | 4.0E-5 | -1.44 | 0.0131 | miRanda | -0.48 | 0.00046 | NA | |
25 | hsa-miR-140-5p | ARIH1 | 0.84 | 4.0E-5 | -0.41 | 0.00018 | MirTarget; miRanda | -0.12 | 1.0E-5 | NA | |
26 | hsa-miR-139-5p | ARL6IP1 | -1.53 | 0 | 0.96 | 0 | miRanda | -0.1 | 0.00066 | NA | |
27 | hsa-miR-139-5p | ARL6IP6 | -1.53 | 0 | 0.64 | 4.0E-5 | miRanda | -0.12 | 3.0E-5 | NA | |
28 | hsa-miR-140-5p | ARMC9 | 0.84 | 4.0E-5 | -0.17 | 0.43502 | miRanda | -0.13 | 0.01514 | NA | |
29 | hsa-miR-140-5p | ARSK | 0.84 | 4.0E-5 | -0.17 | 0.31336 | miRanda | -0.1 | 0.01056 | NA | |
30 | hsa-miR-140-5p | ASB5 | 0.84 | 4.0E-5 | -6.18 | 0 | miRanda | -0.99 | 0 | NA | |
31 | hsa-miR-139-5p | ASB7 | -1.53 | 0 | 0.19 | 0.06556 | PITA; miRanda | -0.1 | 0 | NA | |
32 | hsa-miR-140-5p | ASH1L | 0.84 | 4.0E-5 | -0.67 | 0.00016 | miRanda | -0.26 | 0 | NA | |
33 | hsa-miR-140-5p | ASXL2 | 0.84 | 4.0E-5 | -0.51 | 0.09339 | mirMAP | -0.16 | 0.02429 | NA | |
34 | hsa-miR-139-5p | ATF7IP | -1.53 | 0 | -0 | 0.99785 | miRanda | -0.11 | 0.00026 | NA | |
35 | hsa-miR-139-5p | ATL2 | -1.53 | 0 | -0.08 | 0.64926 | MirTarget; miRanda; miRNATAP | -0.12 | 6.0E-5 | NA | |
36 | hsa-miR-140-5p | ATP9B | 0.84 | 4.0E-5 | -0.61 | 3.0E-5 | miRanda | -0.1 | 0.00301 | NA | |
37 | hsa-miR-140-5p | BAG4 | 0.84 | 4.0E-5 | 0.14 | 0.55811 | miRanda | -0.16 | 0.00409 | NA | |
38 | hsa-miR-139-5p | BARX2 | -1.53 | 0 | 2.53 | 0.00089 | miRanda | -0.33 | 0.01546 | NA | |
39 | hsa-miR-139-5p | BAZ1A | -1.53 | 0 | 0.41 | 0.01012 | miRanda | -0.16 | 0 | NA | |
40 | hsa-miR-140-5p | BAZ2B | 0.84 | 4.0E-5 | -0.74 | 3.0E-5 | PITA; miRanda; miRNATAP | -0.27 | 0 | NA | |
41 | hsa-miR-140-5p | BBS4 | 0.84 | 4.0E-5 | 0.02 | 0.87409 | miRanda | -0.13 | 4.0E-5 | NA | |
42 | hsa-miR-140-5p | BBS9 | 0.84 | 4.0E-5 | -0.33 | 0.02266 | miRanda | -0.14 | 3.0E-5 | NA | |
43 | hsa-miR-140-5p | BCHE | 0.84 | 4.0E-5 | -4.37 | 0 | miRanda | -0.52 | 0.00051 | NA | |
44 | hsa-miR-140-5p | BCL2L2 | 0.84 | 4.0E-5 | -1.27 | 0 | PITA; miRanda; miRNATAP | -0.2 | 0 | NA | |
45 | hsa-miR-140-5p | BCL9 | 0.84 | 4.0E-5 | 0.12 | 0.4783 | MirTarget; PITA; miRanda; miRNATAP | -0.16 | 8.0E-5 | NA | |
46 | hsa-miR-139-5p | BICD1 | -1.53 | 0 | 0.12 | 0.64772 | miRanda | -0.11 | 0.02217 | NA | |
47 | hsa-miR-139-5p | BLZF1 | -1.53 | 0 | -0.38 | 0.01298 | miRanda | -0.1 | 0.00018 | NA | |
48 | hsa-miR-140-5p | BMPR1A | 0.84 | 4.0E-5 | -0.77 | 0 | miRanda | -0.2 | 0 | NA | |
49 | hsa-miR-140-5p | BTBD7 | 0.84 | 4.0E-5 | -0.3 | 0.03144 | PITA | -0.17 | 0 | NA | |
50 | hsa-miR-139-5p | BUB1 | -1.53 | 0 | 2.99 | 0 | miRanda | -0.25 | 0 | NA | |
51 | hsa-miR-140-5p | CACNA1C | 0.84 | 4.0E-5 | -2.53 | 0 | PITA; miRNATAP | -0.34 | 0.00027 | NA | |
52 | hsa-miR-140-5p | CAMK2N1 | 0.84 | 4.0E-5 | 0.6 | 0.15571 | PITA; miRanda | -0.35 | 0.00036 | NA | |
53 | hsa-miR-140-5p | CASD1 | 0.84 | 4.0E-5 | -0.65 | 0.0001 | miRNAWalker2 validate | -0.11 | 0.0058 | NA | |
54 | hsa-miR-139-5p | CASP5 | -1.53 | 0 | 0.89 | 0.08562 | miRanda | -0.2 | 0.02854 | NA | |
55 | hsa-miR-140-5p | CAST | 0.84 | 4.0E-5 | -0.66 | 0.00074 | miRanda | -0.22 | 0 | NA | |
56 | hsa-miR-140-5p | CBR4 | 0.84 | 4.0E-5 | -0.14 | 0.45863 | miRanda | -0.11 | 0.01278 | NA | |
57 | hsa-miR-139-5p | CCDC120 | -1.53 | 0 | 0.85 | 1.0E-5 | miRanda | -0.12 | 0.00034 | NA | |
58 | hsa-miR-140-5p | CCDC146 | 0.84 | 4.0E-5 | -0.73 | 0.00616 | miRanda | -0.19 | 0.00226 | NA | |
59 | hsa-miR-139-5p | CCL20 | -1.53 | 0 | 0.33 | 0.64296 | miRanda | -0.3 | 0.01758 | NA | |
60 | hsa-miR-139-5p | CCNB1 | -1.53 | 0 | 2.59 | 0 | miRanda | -0.23 | 0 | NA | |
61 | hsa-miR-139-5p | CCNF | -1.53 | 0 | 1.96 | 0 | miRanda | -0.12 | 0.00179 | NA | |
62 | hsa-miR-139-5p | CCT5 | -1.53 | 0 | 0.96 | 0 | miRanda | -0.11 | 0.0002 | NA | |
63 | hsa-miR-139-5p | CD274 | -1.53 | 0 | 0.06 | 0.90454 | miRanda | -0.31 | 0.00052 | NA | |
64 | hsa-miR-139-5p | CDCA7 | -1.53 | 0 | 1.72 | 0 | miRanda | -0.21 | 0.00043 | NA | |
65 | hsa-miR-139-5p | CDCA8 | -1.53 | 0 | 3.31 | 0 | miRanda | -0.23 | 1.0E-5 | NA | |
66 | hsa-miR-139-5p | CDH1 | -1.53 | 0 | 2.71 | 0 | PITA; miRanda | -0.26 | 0.00181 | NA | |
67 | hsa-miR-140-5p | CDH26 | 0.84 | 4.0E-5 | 0.92 | 0.14799 | miRanda | -0.3 | 0.04839 | NA | |
68 | hsa-miR-139-5p | CDK1 | -1.53 | 0 | 3.39 | 0 | miRanda | -0.24 | 0 | NA | |
69 | hsa-miR-140-5p | CDK8 | 0.84 | 4.0E-5 | -0.22 | 0.28192 | miRanda | -0.15 | 0.00247 | NA | |
70 | hsa-miR-140-5p | CDKL5 | 0.84 | 4.0E-5 | -0.88 | 0.05367 | miRanda | -0.25 | 0.01826 | NA | |
71 | hsa-miR-139-5p | CELSR1 | -1.53 | 0 | 0.45 | 0.27081 | miRanda | -0.14 | 0.04646 | NA | |
72 | hsa-miR-139-5p | CENPF | -1.53 | 0 | 3.04 | 0 | miRanda | -0.3 | 0 | NA | |
73 | hsa-miR-139-5p | CENPW | -1.53 | 0 | 1.45 | 0 | miRanda | -0.14 | 0.00288 | NA | |
74 | hsa-miR-140-5p | CEP350 | 0.84 | 4.0E-5 | -0.04 | 0.77047 | MirTarget; miRanda | -0.14 | 1.0E-5 | NA | |
75 | hsa-miR-139-5p | CHAC2 | -1.53 | 0 | 0.98 | 2.0E-5 | miRanda | -0.14 | 0.00096 | NA | |
76 | hsa-miR-140-5p | CHD6 | 0.84 | 4.0E-5 | -0.22 | 0.2394 | miRanda | -0.14 | 0.00233 | NA | |
77 | hsa-miR-139-5p | CHD7 | -1.53 | 0 | 0.67 | 0.00044 | PITA; miRanda; miRNATAP | -0.15 | 1.0E-5 | NA | |
78 | hsa-miR-139-5p | CHEK1 | -1.53 | 0 | 1.6 | 0 | miRanda | -0.12 | 0.0025 | NA | |
79 | hsa-miR-140-5p | CHIC1 | 0.84 | 4.0E-5 | -1.03 | 0 | miRanda | -0.2 | 1.0E-5 | NA | |
80 | hsa-miR-139-5p | CIT | -1.53 | 0 | 2.11 | 0 | miRanda | -0.21 | 1.0E-5 | NA | |
81 | hsa-miR-139-5p | CKS2 | -1.53 | 0 | 2.01 | 0 | miRanda | -0.14 | 0.00061 | NA | |
82 | hsa-miR-139-5p | CLEC5A | -1.53 | 0 | 2.07 | 1.0E-5 | miRanda | -0.31 | 0.0002 | NA | |
83 | hsa-miR-139-5p | CNIH4 | -1.53 | 0 | 0.54 | 0 | miRanda | -0.1 | 0 | NA | |
84 | hsa-miR-139-5p | CNKSR1 | -1.53 | 0 | 2.32 | 0 | miRanda | -0.24 | 4.0E-5 | NA | |
85 | hsa-miR-140-5p | CNTN1 | 0.84 | 4.0E-5 | -4.98 | 0 | PITA; miRanda | -0.87 | 1.0E-5 | NA | |
86 | hsa-miR-139-5p | COL11A1 | -1.53 | 0 | 4.69 | 0 | miRanda | -0.61 | 6.0E-5 | NA | |
87 | hsa-miR-139-5p | CPA4 | -1.53 | 0 | 3.23 | 2.0E-5 | miRanda | -0.47 | 0.00063 | NA | |
88 | hsa-miR-139-3p | CPT1B | -2.64 | 0 | 0.58 | 0.03827 | PITA | -0.2 | 1.0E-5 | NA | |
89 | hsa-miR-140-5p | CRYAB | 0.84 | 4.0E-5 | -3.8 | 0 | miRanda | -0.34 | 0.00352 | NA | |
90 | hsa-miR-140-5p | CRYBG3 | 0.84 | 4.0E-5 | -1.11 | 5.0E-5 | miRanda | -0.13 | 0.0437 | NA | |
91 | hsa-miR-140-5p | CSDE1 | 0.84 | 4.0E-5 | -0.72 | 0 | miRanda | -0.18 | 0 | NA | |
92 | hsa-miR-140-5p | CTNNA1 | 0.84 | 4.0E-5 | -0.28 | 0.01517 | miRanda | -0.12 | 3.0E-5 | NA | |
93 | hsa-miR-140-5p | CTNNA3 | 0.84 | 4.0E-5 | -1.94 | 0.00013 | miRanda | -0.25 | 0.03981 | NA | |
94 | hsa-miR-139-5p | CTSC | -1.53 | 0 | 0.86 | 0.00468 | miRanda | -0.13 | 0.0146 | NA | |
95 | hsa-miR-140-5p | CTSF | 0.84 | 4.0E-5 | -1.38 | 0 | miRanda | -0.15 | 0.02452 | NA | |
96 | hsa-miR-139-5p | CTTN | -1.53 | 0 | 0.37 | 0.06349 | miRanda | -0.1 | 0.00327 | NA | |
97 | hsa-miR-139-3p | CTU1 | -2.64 | 0 | 1.28 | 0 | MirTarget | -0.18 | 0 | NA | |
98 | hsa-miR-140-5p | CUEDC1 | 0.84 | 4.0E-5 | -1.01 | 2.0E-5 | PITA; miRanda | -0.2 | 0.00033 | NA | |
99 | hsa-miR-139-5p | CXCL10 | -1.53 | 0 | 1.86 | 0.00573 | miRanda | -0.41 | 0.00061 | NA | |
100 | hsa-miR-139-5p | CXCL11 | -1.53 | 0 | 2.31 | 0.00121 | miRanda | -0.46 | 0.00027 | NA | |
101 | hsa-miR-140-5p | CYP3A7 | 0.84 | 4.0E-5 | 0.59 | 0.34318 | miRanda | -0.31 | 0.036 | NA | |
102 | hsa-miR-140-5p | CYP4F12 | 0.84 | 4.0E-5 | -1.43 | 0.08453 | miRanda | -0.61 | 0.00165 | NA | |
103 | hsa-miR-140-5p | DAAM1 | 0.84 | 4.0E-5 | -0.94 | 0.00028 | miRanda | -0.3 | 0 | NA | |
104 | hsa-miR-140-5p | DACT3 | 0.84 | 4.0E-5 | -3.55 | 0 | miRanda | -0.34 | 0.00204 | NA | |
105 | hsa-miR-140-5p | DAG1 | 0.84 | 4.0E-5 | 0.32 | 0.05698 | PITA; miRanda; miRNATAP | -0.12 | 0.00204 | NA | |
106 | hsa-miR-139-5p | DCAF4L1 | -1.53 | 0 | 1.07 | 0.00091 | miRanda | -0.13 | 0.02199 | NA | |
107 | hsa-miR-139-5p | DCBLD1 | -1.53 | 0 | 1.15 | 0 | miRanda | -0.18 | 2.0E-5 | NA | |
108 | hsa-miR-140-5p | DDHD2 | 0.84 | 4.0E-5 | -0.57 | 0.00195 | miRanda | -0.15 | 0.00053 | NA | |
109 | hsa-miR-139-5p | DDX11 | -1.53 | 0 | 1.5 | 0 | miRanda | -0.12 | 0.00039 | NA | |
110 | hsa-miR-139-5p | DDX58 | -1.53 | 0 | 0.2 | 0.48431 | miRanda; mirMAP | -0.16 | 0.00241 | NA | |
111 | hsa-miR-139-5p | DENND1B | -1.53 | 0 | 0.36 | 0.11498 | miRanda | -0.12 | 0.00437 | NA | |
112 | hsa-miR-139-5p | DEPDC1 | -1.53 | 0 | 3.17 | 0 | miRanda | -0.28 | 0 | NA | |
113 | hsa-miR-140-5p | DGKB | 0.84 | 4.0E-5 | -4.24 | 0 | miRanda | -0.51 | 0.00032 | NA | |
114 | hsa-miR-140-5p | DIP2C | 0.84 | 4.0E-5 | -1.11 | 0 | miRanda | -0.19 | 0.00046 | NA | |
115 | hsa-miR-140-5p | DIXDC1 | 0.84 | 4.0E-5 | -3.01 | 0 | miRanda | -0.28 | 0.00062 | NA | |
116 | hsa-miR-140-5p | DLG2 | 0.84 | 4.0E-5 | -3.8 | 0 | PITA; miRanda; miRNATAP | -0.46 | 0.00014 | NA | |
117 | hsa-miR-140-5p | DNAH7 | 0.84 | 4.0E-5 | -0.49 | 0.13861 | miRanda | -0.22 | 0.0039 | NA | |
118 | hsa-miR-140-5p | DNAJA4 | 0.84 | 4.0E-5 | 0.2 | 0.44006 | miRanda | -0.19 | 0.00203 | NA | |
119 | hsa-miR-140-5p | DNAJC18 | 0.84 | 4.0E-5 | -1.28 | 0 | miRanda | -0.12 | 0.01025 | NA | |
120 | hsa-miR-140-5p | DNAJC27 | 0.84 | 4.0E-5 | -0.9 | 0 | miRanda | -0.14 | 8.0E-5 | NA | |
121 | hsa-miR-140-5p | DNMBP | 0.84 | 4.0E-5 | -0.9 | 0.00012 | miRanda | -0.17 | 0.00273 | NA | |
122 | hsa-miR-139-5p | DOCK5 | -1.53 | 0 | -0.05 | 0.85865 | miRanda | -0.12 | 0.0187 | NA | |
123 | hsa-miR-140-5p | DOK6 | 0.84 | 4.0E-5 | -3.8 | 0 | mirMAP | -0.34 | 0.00148 | NA | |
124 | hsa-miR-139-5p | DSC2 | -1.53 | 0 | 1.52 | 0.00517 | MirTarget; miRanda | -0.29 | 0.00268 | NA | |
125 | hsa-miR-139-5p | DSG1 | -1.53 | 0 | 0.69 | 0.38732 | miRanda | -0.32 | 0.02598 | NA | |
126 | hsa-miR-140-5p | DST | 0.84 | 4.0E-5 | -1.12 | 9.0E-5 | mirMAP | -0.2 | 0.00276 | NA | |
127 | hsa-miR-140-5p | DTNA | 0.84 | 4.0E-5 | -4.06 | 0 | PITA; miRanda | -0.47 | 0.00082 | NA | |
128 | hsa-miR-139-5p | DTX3L | -1.53 | 0 | 0.74 | 6.0E-5 | miRanda | -0.15 | 0 | NA | |
129 | hsa-miR-140-5p | DUOX2 | 0.84 | 4.0E-5 | -0.88 | 0.1924 | miRanda; miRNATAP | -0.35 | 0.02786 | NA | |
130 | hsa-miR-139-5p | E2F7 | -1.53 | 0 | 2.72 | 0 | miRanda | -0.34 | 0 | NA | |
131 | hsa-miR-139-5p | E2F8 | -1.53 | 0 | 2.88 | 0 | miRanda | -0.18 | 0.00398 | NA | |
132 | hsa-miR-140-5p | EDA | 0.84 | 4.0E-5 | -1.83 | 3.0E-5 | miRanda | -0.36 | 0.00059 | NA | |
133 | hsa-miR-140-5p | EFCAB2 | 0.84 | 4.0E-5 | -0.43 | 0.0619 | miRanda | -0.13 | 0.02091 | NA | |
134 | hsa-miR-140-5p | EFHC2 | 0.84 | 4.0E-5 | -2.73 | 0 | miRanda | -0.33 | 0.00983 | NA | |
135 | hsa-miR-140-5p | EGFR | 0.84 | 4.0E-5 | -0.23 | 0.5939 | miRanda | -0.29 | 0.00422 | NA | |
136 | hsa-miR-140-5p | EGLN3 | 0.84 | 4.0E-5 | -0.29 | 0.4903 | miRanda | -0.4 | 5.0E-5 | NA | |
137 | hsa-miR-139-5p | EIF2AK2 | -1.53 | 0 | 0.89 | 1.0E-5 | mirMAP | -0.2 | 0 | NA | |
138 | hsa-miR-139-5p | EME1 | -1.53 | 0 | 3.13 | 0 | MirTarget; miRanda | -0.2 | 8.0E-5 | NA | |
139 | hsa-miR-140-5p | ENPP5 | 0.84 | 4.0E-5 | -1.2 | 0.02004 | miRanda | -0.4 | 0.00117 | NA | |
140 | hsa-miR-140-5p | EP300 | 0.84 | 4.0E-5 | -0.26 | 0.13065 | miRNAWalker2 validate | -0.12 | 0.00415 | NA | |
141 | hsa-miR-140-5p | EPC2 | 0.84 | 4.0E-5 | -0.52 | 9.0E-5 | miRanda | -0.17 | 0 | NA | |
142 | hsa-miR-140-5p | EPHA6 | 0.84 | 4.0E-5 | -3.76 | 0 | miRanda | -0.45 | 0.00049 | NA | |
143 | hsa-miR-140-5p | EPN2 | 0.84 | 4.0E-5 | -0.46 | 0.00302 | miRanda | -0.18 | 0 | NA | |
144 | hsa-miR-139-5p | ERMP1 | -1.53 | 0 | 0.59 | 0.04687 | miRanda | -0.12 | 0.02647 | NA | |
145 | hsa-miR-139-5p | ETV7 | -1.53 | 0 | 1.67 | 0 | miRanda | -0.24 | 0.00011 | NA | |
146 | hsa-miR-139-5p | EZH2 | -1.53 | 0 | 2.33 | 0 | miRanda | -0.19 | 3.0E-5 | NA | |
147 | hsa-miR-139-3p | F8A1 | -2.64 | 0 | 1.06 | 0 | MirTarget | -0.14 | 0 | NA | |
148 | hsa-miR-140-5p | FAM131A | 0.84 | 4.0E-5 | -0.84 | 0.0002 | miRanda | -0.12 | 0.031 | NA | |
149 | hsa-miR-140-5p | FAM172A | 0.84 | 4.0E-5 | -1.03 | 0 | miRanda | -0.18 | 0 | NA | |
150 | hsa-miR-140-5p | FAM179B | 0.84 | 4.0E-5 | -0.42 | 0.00497 | miRanda | -0.13 | 0.00015 | NA |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | NEGATIVE REGULATION OF CELL CYCLE PROCESS | 26 | 214 | 5.502e-10 | 9.833e-07 |
2 | CELL CYCLE | 78 | 1316 | 6.34e-10 | 9.833e-07 |
3 | REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 97 | 1784 | 4.226e-10 | 9.833e-07 |
4 | CELL CYCLE PROCESS | 65 | 1081 | 1.151e-08 | 1.339e-05 |
5 | MITOTIC CELL CYCLE | 50 | 766 | 5.238e-08 | 3.482e-05 |
6 | GLAND DEVELOPMENT | 33 | 395 | 4.222e-08 | 3.482e-05 |
7 | CELL DEVELOPMENT | 77 | 1426 | 4.764e-08 | 3.482e-05 |
8 | NEGATIVE REGULATION OF MITOTIC CELL CYCLE | 22 | 199 | 6.588e-08 | 3.832e-05 |
9 | REGULATION OF NUCLEOCYTOPLASMIC TRANSPORT | 23 | 220 | 9.358e-08 | 4.838e-05 |
10 | NEGATIVE REGULATION OF CELLULAR COMPONENT ORGANIZATION | 45 | 684 | 2.009e-07 | 9.346e-05 |
11 | NEGATIVE REGULATION OF ORGANELLE ORGANIZATION | 31 | 387 | 2.769e-07 | 0.0001171 |
12 | REGULATION OF CELL CYCLE | 55 | 949 | 5.438e-07 | 0.0002012 |
13 | REGULATION OF PROTEIN LOCALIZATION | 55 | 950 | 5.621e-07 | 0.0002012 |
14 | REGULATION OF CELL CYCLE PROCESS | 38 | 558 | 7.952e-07 | 0.0002643 |
15 | NEGATIVE REGULATION OF CELL DIVISION | 11 | 60 | 9.152e-07 | 0.0002818 |
16 | TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 45 | 724 | 9.69e-07 | 0.0002818 |
17 | NEGATIVE REGULATION OF CELL CYCLE | 32 | 433 | 1.058e-06 | 0.0002896 |
18 | CELL DIVISION | 33 | 460 | 1.385e-06 | 0.0003391 |
19 | REGULATION OF CYTOPLASMIC TRANSPORT | 34 | 481 | 1.335e-06 | 0.0003391 |
20 | TUBE DEVELOPMENT | 37 | 552 | 1.619e-06 | 0.0003587 |
21 | REGULATION OF CELLULAR PROTEIN LOCALIZATION | 37 | 552 | 1.619e-06 | 0.0003587 |
22 | REGULATION OF CELLULAR LOCALIZATION | 66 | 1277 | 2.199e-06 | 0.0004547 |
23 | TISSUE DEVELOPMENT | 75 | 1518 | 2.248e-06 | 0.0004547 |
24 | MITOTIC CELL CYCLE CHECKPOINT | 16 | 139 | 2.388e-06 | 0.0004631 |
25 | CELL CYCLE CHECKPOINT | 19 | 194 | 3.248e-06 | 0.0006045 |
26 | CHROMOSOME ORGANIZATION | 55 | 1009 | 3.529e-06 | 0.000611 |
27 | NEUROGENESIS | 70 | 1402 | 3.545e-06 | 0.000611 |
28 | NEGATIVE REGULATION OF MITOTIC NUCLEAR DIVISION | 8 | 34 | 4.013e-06 | 0.0006669 |
29 | EMBRYO DEVELOPMENT ENDING IN BIRTH OR EGG HATCHING | 36 | 554 | 4.523e-06 | 0.0006844 |
30 | ORGAN MORPHOGENESIS | 48 | 841 | 4.503e-06 | 0.0006844 |
31 | NEGATIVE REGULATION OF CELL CYCLE PHASE TRANSITION | 16 | 146 | 4.56e-06 | 0.0006844 |
32 | NEGATIVE REGULATION OF NUCLEAR DIVISION | 9 | 46 | 5.151e-06 | 0.0007489 |
33 | NEGATIVE REGULATION OF CYTOSKELETON ORGANIZATION | 20 | 221 | 6.036e-06 | 0.0008511 |
34 | POSITIVE REGULATION OF GENE EXPRESSION | 81 | 1733 | 7.037e-06 | 0.0009631 |
35 | POSITIVE REGULATION OF NUCLEOCYTOPLASMIC TRANSPORT | 14 | 121 | 9.535e-06 | 0.001268 |
36 | CHROMATIN MODIFICATION | 34 | 539 | 1.552e-05 | 0.00197 |
37 | REGULATION OF INTRACELLULAR PROTEIN TRANSPORT | 27 | 381 | 1.566e-05 | 0.00197 |
38 | MITOTIC NUCLEAR DIVISION | 26 | 361 | 1.697e-05 | 0.002078 |
39 | MICROTUBULE BASED PROCESS | 33 | 522 | 1.978e-05 | 0.002276 |
40 | SYMPATHETIC NERVOUS SYSTEM DEVELOPMENT | 6 | 21 | 2.005e-05 | 0.002276 |
41 | REGULATION OF CELL CYCLE PHASE TRANSITION | 24 | 321 | 1.94e-05 | 0.002276 |
42 | EMBRYO DEVELOPMENT | 48 | 894 | 2.231e-05 | 0.002337 |
43 | REGULATION OF CELL CYCLE G1 S PHASE TRANSITION | 15 | 147 | 2.135e-05 | 0.002337 |
44 | REGULATION OF CYTOSKELETON ORGANIZATION | 32 | 502 | 2.243e-05 | 0.002337 |
45 | REGULATION OF EMBRYONIC DEVELOPMENT | 13 | 114 | 2.31e-05 | 0.002337 |
46 | REGULATION OF INTRACELLULAR TRANSPORT | 37 | 621 | 2.301e-05 | 0.002337 |
47 | REGULATION OF MICROTUBULE BASED PROCESS | 20 | 243 | 2.443e-05 | 0.002419 |
48 | MITOTIC SPINDLE ORGANIZATION | 10 | 69 | 2.524e-05 | 0.002447 |
49 | POSITIVE REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 52 | 1004 | 2.662e-05 | 0.002528 |
50 | REGULATION OF HYDROLASE ACTIVITY | 64 | 1327 | 2.809e-05 | 0.002589 |
51 | MITOTIC DNA INTEGRITY CHECKPOINT | 12 | 100 | 2.838e-05 | 0.002589 |
52 | ANATOMICAL STRUCTURE FORMATION INVOLVED IN MORPHOGENESIS | 50 | 957 | 3.055e-05 | 0.002734 |
53 | REGULATION OF STEM CELL PROLIFERATION | 11 | 88 | 4.151e-05 | 0.003644 |
54 | ORGANELLE FISSION | 31 | 496 | 4.365e-05 | 0.003761 |
55 | EPITHELIUM DEVELOPMENT | 49 | 945 | 4.448e-05 | 0.003763 |
56 | INTRACELLULAR SIGNAL TRANSDUCTION | 72 | 1572 | 4.655e-05 | 0.003868 |
57 | REGULATION OF CANONICAL WNT SIGNALING PATHWAY | 19 | 236 | 5.236e-05 | 0.004212 |
58 | POSITIVE REGULATION OF BIOSYNTHETIC PROCESS | 80 | 1805 | 5.25e-05 | 0.004212 |
59 | ESTABLISHMENT OR MAINTENANCE OF CELL POLARITY | 14 | 141 | 5.402e-05 | 0.00426 |
60 | MOVEMENT OF CELL OR SUBCELLULAR COMPONENT | 61 | 1275 | 5.514e-05 | 0.004276 |
61 | CELL PROJECTION ORGANIZATION | 47 | 902 | 5.673e-05 | 0.004327 |
62 | REGULATION OF PROTEIN LOCALIZATION TO NUCLEUS | 18 | 218 | 5.906e-05 | 0.004432 |
63 | TUBE MORPHOGENESIS | 23 | 323 | 6.124e-05 | 0.004514 |
64 | SENSORY ORGAN MORPHOGENESIS | 19 | 239 | 6.209e-05 | 0.004514 |
65 | MICROTUBULE CYTOSKELETON ORGANIZATION | 24 | 348 | 7.055e-05 | 0.00505 |
66 | REGULATION OF PROTEIN IMPORT | 16 | 183 | 7.651e-05 | 0.005394 |
67 | DNA INTEGRITY CHECKPOINT | 14 | 146 | 7.908e-05 | 0.005492 |
68 | POSITIVE REGULATION OF PROTEIN LOCALIZATION TO NUCLEUS | 13 | 129 | 8.501e-05 | 0.005817 |
69 | REGULATION OF MITOTIC CELL CYCLE | 29 | 468 | 8.895e-05 | 0.005998 |
70 | CHROMATIN ORGANIZATION | 37 | 663 | 9.056e-05 | 0.00602 |
71 | REGULATION OF WNT SIGNALING PATHWAY | 22 | 310 | 9.244e-05 | 0.006058 |
72 | GLAND MORPHOGENESIS | 11 | 97 | 0.0001024 | 0.006615 |
73 | NEURON PROJECTION DEVELOPMENT | 32 | 545 | 0.0001072 | 0.006831 |
74 | CHROMOSOME SEGREGATION | 20 | 272 | 0.0001182 | 0.007431 |
75 | MUSCLE STRUCTURE DEVELOPMENT | 27 | 432 | 0.0001342 | 0.008326 |
76 | TISSUE MORPHOGENESIS | 31 | 533 | 0.000162 | 0.009918 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | NUCLEIC ACID BINDING TRANSCRIPTION FACTOR ACTIVITY | 66 | 1199 | 2.428e-07 | 0.0002256 |
2 | CYTOSKELETAL PROTEIN BINDING | 49 | 819 | 9.497e-07 | 0.0003764 |
3 | TUBULIN BINDING | 24 | 273 | 1.215e-06 | 0.0003764 |
4 | BETA CATENIN BINDING | 12 | 84 | 4.622e-06 | 0.0006414 |
5 | RNA POLYMERASE II TRANSCRIPTION FACTOR ACTIVITY SEQUENCE SPECIFIC DNA BINDING | 39 | 629 | 5.523e-06 | 0.0006414 |
6 | DOUBLE STRANDED DNA BINDING | 45 | 764 | 4.035e-06 | 0.0006414 |
7 | PROTEIN SERINE THREONINE KINASE ACTIVITY | 31 | 445 | 5.266e-06 | 0.0006414 |
8 | ADENYL NUCLEOTIDE BINDING | 74 | 1514 | 3.902e-06 | 0.0006414 |
9 | CALCIUM ION BINDING | 41 | 697 | 1.127e-05 | 0.001163 |
10 | ENZYME BINDING | 80 | 1737 | 1.377e-05 | 0.00128 |
11 | REGULATORY REGION NUCLEIC ACID BINDING | 45 | 818 | 2.252e-05 | 0.001902 |
12 | PROTEIN KINASE ACTIVITY | 37 | 640 | 4.367e-05 | 0.003381 |
13 | SEQUENCE SPECIFIC DNA BINDING | 52 | 1037 | 6.188e-05 | 0.004422 |
14 | KINASE BINDING | 35 | 606 | 7.146e-05 | 0.00449 |
15 | TRANSCRIPTION FACTOR ACTIVITY RNA POLYMERASE II CORE PROMOTER PROXIMAL REGION SEQUENCE SPECIFIC BINDING | 23 | 328 | 7.733e-05 | 0.00449 |
16 | MACROMOLECULAR COMPLEX BINDING | 65 | 1399 | 7.407e-05 | 0.00449 |
17 | PROTEIN BINDING INVOLVED IN CELL ADHESION | 5 | 17 | 8.746e-05 | 0.004779 |
18 | RIBONUCLEOTIDE BINDING | 80 | 1860 | 0.0001416 | 0.007099 |
19 | TRANSFERASE ACTIVITY TRANSFERRING PHOSPHORUS CONTAINING GROUPS | 49 | 992 | 0.0001452 | 0.007099 |
20 | PROTEIN KINASE A BINDING | 7 | 42 | 0.0001706 | 0.007923 |
21 | KINASE ACTIVITY | 43 | 842 | 0.0001825 | 0.008075 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | CYTOSKELETON | 102 | 1967 | 1.844e-09 | 1.077e-06 |
2 | MICROTUBULE CYTOSKELETON | 65 | 1068 | 7.214e-09 | 2.106e-06 |
3 | CHROMOSOME | 55 | 880 | 4.719e-08 | 9.186e-06 |
4 | CYTOSKELETAL PART | 75 | 1436 | 2.74e-07 | 4.001e-05 |
5 | SPINDLE | 24 | 289 | 3.305e-06 | 0.0003861 |
6 | CELL JUNCTION | 60 | 1151 | 5.077e-06 | 0.0004941 |
7 | MICROTUBULE ORGANIZING CENTER | 38 | 623 | 1.058e-05 | 0.0008823 |
8 | ANCHORING JUNCTION | 32 | 489 | 1.334e-05 | 0.0009736 |
9 | APICAL JUNCTION COMPLEX | 14 | 128 | 1.824e-05 | 0.001184 |
10 | NEURON PROJECTION | 50 | 942 | 2.027e-05 | 0.001184 |
11 | MITOTIC SPINDLE | 9 | 55 | 2.365e-05 | 0.001256 |
12 | CHROMOSOMAL REGION | 24 | 330 | 3.04e-05 | 0.001388 |
13 | CENTROSOME | 31 | 487 | 3.089e-05 | 0.001388 |
14 | CHROMATIN | 28 | 441 | 7.749e-05 | 0.003232 |
15 | CELL CELL JUNCTION | 25 | 383 | 0.0001205 | 0.004398 |
16 | DENDRITE | 28 | 451 | 0.0001135 | 0.004398 |
17 | MEMBRANE REGION | 54 | 1134 | 0.0001689 | 0.005802 |
18 | EXCITATORY SYNAPSE | 16 | 197 | 0.0001812 | 0.005879 |
19 | POSTSYNAPSE | 24 | 378 | 0.0002474 | 0.007291 |
20 | NUCLEAR CHROMOSOME | 30 | 523 | 0.0002605 | 0.007291 |
21 | ORGANELLE SUBCOMPARTMENT | 21 | 311 | 0.0002622 | 0.007291 |
22 | CELL PROJECTION | 76 | 1786 | 0.0002922 | 0.007757 |
Num | Pathway | Pathview | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|---|
1 | Cell_cycle_hsa04110 | 14 | 124 | 1.267e-05 | 0.0006408 | |
2 | Adherens_junction_hsa04520 | 10 | 72 | 3.686e-05 | 0.0006408 | |
3 | Hippo_signaling_pathway_hsa04390 | 15 | 154 | 3.697e-05 | 0.0006408 | |
4 | Focal_adhesion_hsa04510 | 14 | 199 | 0.001821 | 0.02367 | |
5 | ECM_receptor_interaction_hsa04512 | 7 | 82 | 0.009034 | 0.081 | |
6 | Wnt_signaling_pathway_hsa04310 | 10 | 146 | 0.009347 | 0.081 | |
7 | FoxO_signaling_pathway_hsa04068 | 9 | 132 | 0.01368 | 0.1016 | |
8 | Signaling_pathways_regulating_pluripotency_of_stem_cells_hsa04550 | 9 | 139 | 0.01859 | 0.1208 | |
9 | mTOR_signaling_pathway_hsa04150 | 9 | 151 | 0.02979 | 0.1721 | |
10 | Oocyte_meiosis_hsa04114 | 7 | 124 | 0.06549 | 0.3174 | |
11 | HIF_1_signaling_pathway_hsa04066 | 6 | 100 | 0.06714 | 0.3174 | |
12 | Regulation_of_actin_cytoskeleton_hsa04810 | 10 | 208 | 0.07642 | 0.3303 | |
13 | MAPK_signaling_pathway_hsa04010 | 13 | 295 | 0.08257 | 0.3303 | |
14 | Apelin_signaling_pathway_hsa04371 | 7 | 137 | 0.09858 | 0.3662 | |
15 | Gap_junction_hsa04540 | 5 | 88 | 0.1077 | 0.3734 | |
16 | Cell_adhesion_molecules_.CAMs._hsa04514 | 7 | 145 | 0.1228 | 0.3766 | |
17 | p53_signaling_pathway_hsa04115 | 4 | 68 | 0.13 | 0.3766 | |
18 | PI3K_Akt_signaling_pathway_hsa04151 | 14 | 352 | 0.1354 | 0.3766 | |
19 | Rap1_signaling_pathway_hsa04015 | 9 | 206 | 0.1376 | 0.3766 | |
20 | Cytokine_cytokine_receptor_interaction_hsa04060 | 11 | 270 | 0.153 | 0.3978 | |
21 | Cellular_senescence_hsa04218 | 7 | 160 | 0.1753 | 0.4341 | |
22 | Hippo_signaling_pathway_multiple_species_hsa04392 | 2 | 29 | 0.2008 | 0.4747 | |
23 | AMPK_signaling_pathway_hsa04152 | 5 | 121 | 0.2653 | 0.5998 | |
24 | Jak_STAT_signaling_pathway_hsa04630 | 6 | 162 | 0.3188 | 0.6722 | |
25 | Necroptosis_hsa04217 | 6 | 164 | 0.3288 | 0.6722 | |
26 | Ras_signaling_pathway_hsa04014 | 8 | 232 | 0.346 | 0.6722 | |
27 | Tight_junction_hsa04530 | 6 | 170 | 0.3593 | 0.6722 | |
28 | ABC_transporters_hsa02010 | 2 | 45 | 0.3701 | 0.6722 | |
29 | Hedgehog_signaling_pathway_hsa04340 | 2 | 47 | 0.3906 | 0.6722 | |
30 | Endocytosis_hsa04144 | 8 | 244 | 0.398 | 0.6722 | |
31 | Notch_signaling_pathway_hsa04330 | 2 | 48 | 0.4008 | 0.6722 | |
32 | TGF_beta_signaling_pathway_hsa04350 | 3 | 84 | 0.4326 | 0.6937 | |
33 | ErbB_signaling_pathway_hsa04012 | 3 | 85 | 0.4402 | 0.6937 | |
34 | Lysosome_hsa04142 | 4 | 123 | 0.4691 | 0.7175 | |
35 | cAMP_signaling_pathway_hsa04024 | 6 | 198 | 0.5009 | 0.7442 | |
36 | Apoptosis_hsa04210 | 4 | 138 | 0.5594 | 0.7867 | |
37 | Calcium_signaling_pathway_hsa04020 | 5 | 182 | 0.5986 | 0.7867 | |
38 | TNF_signaling_pathway_hsa04668 | 3 | 108 | 0.6005 | 0.7867 | |
39 | Phospholipase_D_signaling_pathway_hsa04072 | 4 | 146 | 0.604 | 0.7867 | |
40 | cGMP_PKG_signaling_pathway_hsa04022 | 4 | 163 | 0.6892 | 0.8741 | |
41 | Autophagy_animal_hsa04140 | 3 | 128 | 0.7129 | 0.8827 | |
42 | Phagosome_hsa04145 | 2 | 152 | 0.9342 | 1 | |
43 | Neuroactive_ligand_receptor_interaction_hsa04080 | 2 | 278 | 0.9972 | 1 |