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-28-5p | AAAS | -0.14 | 0.04976 | 0.33 | 0 | miRNAWalker2 validate | -0.19 | 0 | NA | |
2 | hsa-miR-342-3p | AADAC | 1.22 | 0 | -4.47 | 0 | miRanda | -0.67 | 0 | NA | |
3 | hsa-miR-28-5p | AAGAB | -0.14 | 0.04976 | 0.81 | 0 | miRanda | -0.26 | 0 | NA | |
4 | hsa-miR-28-5p | AATK | -0.14 | 0.04976 | 0.45 | 0.00408 | miRanda | -0.27 | 0.00027 | NA | |
5 | hsa-miR-342-3p | ABCA13 | 1.22 | 0 | -1.78 | 0 | miRanda | -0.5 | 0 | NA | |
6 | hsa-miR-342-3p | ABCA6 | 1.22 | 0 | -3.37 | 0 | miRanda | -0.3 | 0 | NA | |
7 | hsa-miR-28-5p | ABCB9 | -0.14 | 0.04976 | 0.95 | 0 | miRanda | -0.26 | 0 | NA | |
8 | hsa-miR-28-5p | ABCC5 | -0.14 | 0.04976 | 0.8 | 0 | miRanda; mirMAP | -0.16 | 0.00553 | NA | |
9 | hsa-miR-342-3p | ABCC9 | 1.22 | 0 | -2.42 | 0 | miRanda | -0.26 | 0 | NA | |
10 | hsa-miR-28-5p | ABHD1 | -0.14 | 0.04976 | -0.98 | 0 | miRanda | -0.3 | 7.0E-5 | NA | |
11 | hsa-miR-28-5p | ABHD2 | -0.14 | 0.04976 | 0.45 | 0.00053 | mirMAP | -0.25 | 5.0E-5 | NA | |
12 | hsa-miR-28-5p | ABLIM3 | -0.14 | 0.04976 | -1.88 | 0 | miRanda | -0.64 | 0 | NA | |
13 | hsa-miR-28-5p | ACACA | -0.14 | 0.04976 | -0.22 | 0.02162 | miRanda | -0.16 | 0.00043 | NA | |
14 | hsa-miR-28-5p | ACAD8 | -0.14 | 0.04976 | -0.36 | 0 | miRanda | -0.12 | 0.00017 | NA | |
15 | hsa-miR-28-5p | ACAT1 | -0.14 | 0.04976 | -0.75 | 0 | miRanda | -0.16 | 0.00027 | NA | |
16 | hsa-miR-28-5p | ACE | -0.14 | 0.04976 | -0.33 | 0.00163 | mirMAP | -0.12 | 0.02054 | NA | |
17 | hsa-miR-342-3p | ACER3 | 1.22 | 0 | -0.64 | 0 | miRanda | -0.1 | 0.00023 | NA | |
18 | hsa-miR-28-5p | ACOX3 | -0.14 | 0.04976 | 0.2 | 0.02327 | miRanda | -0.18 | 1.0E-5 | NA | |
19 | hsa-miR-28-5p | ACSF2 | -0.14 | 0.04976 | -0.26 | 0.05489 | miRanda | -0.31 | 0 | NA | |
20 | hsa-miR-342-3p | ACSL4 | 1.22 | 0 | -1.48 | 0 | MirTarget; miRanda | -0.26 | 0 | NA | |
21 | hsa-miR-342-3p | ACVRL1 | 1.22 | 0 | -0.99 | 0 | miRanda | -0.16 | 0 | NA | |
22 | hsa-miR-342-3p | ADAM9 | 1.22 | 0 | -0.03 | 0.77501 | miRanda | -0.14 | 0 | NA | |
23 | hsa-miR-342-3p | ADAMTS1 | 1.22 | 0 | -2.52 | 0 | miRanda | -0.41 | 0 | NA | |
24 | hsa-miR-28-5p | ADAMTS13 | -0.14 | 0.04976 | 0.49 | 0.00058 | miRanda | -0.25 | 0.0002 | NA | |
25 | hsa-miR-28-5p | ADAMTS15 | -0.14 | 0.04976 | -0.94 | 0.00099 | mirMAP | -1.13 | 0 | NA | |
26 | hsa-miR-342-3p | ADARB1 | 1.22 | 0 | -0.6 | 0 | miRanda | -0.13 | 0 | NA | |
27 | hsa-miR-28-5p | ADCK1 | -0.14 | 0.04976 | 0.19 | 0.00451 | miRanda | -0.12 | 0.00012 | NA | |
28 | hsa-miR-28-5p | ADCY1 | -0.14 | 0.04976 | -0.05 | 0.84149 | miRanda | -0.59 | 0 | NA | |
29 | hsa-miR-342-3p | ADCY2 | 1.22 | 0 | -0.73 | 0.00385 | miRanda | -0.39 | 0 | NA | |
30 | hsa-miR-342-3p | ADCY3 | 1.22 | 0 | -0.58 | 0 | miRanda | -0.14 | 0 | NA | |
31 | hsa-miR-28-5p | ADCY6 | -0.14 | 0.04976 | -0.63 | 0 | miRanda | -0.32 | 0 | NA | |
32 | hsa-miR-28-5p | ADCY9 | -0.14 | 0.04976 | 0.12 | 0.23839 | mirMAP | -0.4 | 0 | NA | |
33 | hsa-miR-342-3p | ADH1B | 1.22 | 0 | -7.23 | 0 | miRanda | -0.54 | 2.0E-5 | NA | |
34 | hsa-miR-342-3p | ADI1 | 1.22 | 0 | -0.35 | 3.0E-5 | miRanda | -0.14 | 0 | NA | |
35 | hsa-miR-342-3p | ADORA2B | 1.22 | 0 | -0.76 | 0 | miRanda | -0.34 | 0 | NA | |
36 | hsa-miR-342-3p | ADRA1A | 1.22 | 0 | -4.75 | 0 | miRanda | -0.46 | 0 | NA | |
37 | hsa-miR-342-3p | ADRA2B | 1.22 | 0 | -1.36 | 0 | miRanda | -0.24 | 0 | NA | |
38 | hsa-miR-342-3p | ADRB1 | 1.22 | 0 | -2.83 | 0 | PITA; miRanda | -0.29 | 2.0E-5 | NA | |
39 | hsa-miR-28-5p | AFF1 | -0.14 | 0.04976 | -0.82 | 0 | miRanda | -0.18 | 2.0E-5 | NA | |
40 | hsa-miR-342-3p | AFF2 | 1.22 | 0 | -1.78 | 0 | mirMAP | -0.32 | 0 | NA | |
41 | hsa-miR-28-5p | AFF4 | -0.14 | 0.04976 | -0.28 | 0.00153 | MirTarget; miRanda | -0.2 | 0 | NA | |
42 | hsa-miR-28-5p | AFTPH | -0.14 | 0.04976 | 0.31 | 0 | miRanda | -0.1 | 0.00074 | NA | |
43 | hsa-miR-28-5p | AGAP11 | -0.14 | 0.04976 | -2.72 | 0 | miRanda | -0.31 | 0.00022 | NA | |
44 | hsa-miR-342-3p | AGAP11 | 1.22 | 0 | -2.72 | 0 | miRanda | -0.12 | 0.00734 | NA | |
45 | hsa-miR-28-5p | AGBL4 | -0.14 | 0.04976 | -0.14 | 0.45129 | miRanda | -0.24 | 0.00912 | NA | |
46 | hsa-miR-342-3p | AGPAT4 | 1.22 | 0 | -0.74 | 0 | MirTarget | -0.32 | 0 | NA | |
47 | hsa-miR-28-5p | AHNAK | -0.14 | 0.04976 | -1.77 | 0 | PITA; miRanda; miRNATAP | -0.27 | 0 | NA | |
48 | hsa-miR-342-3p | AIFM2 | 1.22 | 0 | -1.44 | 0 | miRanda | -0.15 | 0 | NA | |
49 | hsa-miR-342-3p | AK5 | 1.22 | 0 | -3.09 | 0 | miRanda | -0.19 | 0.00828 | NA | |
50 | hsa-miR-342-3p | AKAP7 | 1.22 | 0 | -1.02 | 0 | miRanda | -0.13 | 0 | NA | |
51 | hsa-miR-342-3p | AKR1B1 | 1.22 | 0 | -0.51 | 0 | miRanda | -0.18 | 0 | NA | |
52 | hsa-miR-28-5p | AKR7A2 | -0.14 | 0.04976 | 0.34 | 1.0E-5 | miRanda | -0.24 | 0 | NA | |
53 | hsa-miR-28-5p | ALDH3A2 | -0.14 | 0.04976 | -0.86 | 0 | miRanda | -0.29 | 0 | NA | |
54 | hsa-miR-342-3p | ALS2CL | 1.22 | 0 | -1.15 | 0 | mirMAP | -0.21 | 0 | NA | |
55 | hsa-miR-342-3p | ALS2CR11 | 1.22 | 0 | -1.63 | 0 | miRanda | -0.13 | 0.00564 | NA | |
56 | hsa-miR-342-3p | ALX4 | 1.22 | 0 | -3.22 | 0 | mirMAP | -0.43 | 0 | NA | |
57 | hsa-miR-28-5p | AMIGO2 | -0.14 | 0.04976 | -1.58 | 0 | miRanda | -0.24 | 0.00784 | NA | |
58 | hsa-miR-342-3p | AMOT | 1.22 | 0 | -0.91 | 0 | miRanda | -0.13 | 3.0E-5 | NA | |
59 | hsa-miR-28-5p | AMPH | -0.14 | 0.04976 | -0.23 | 0.25767 | MirTarget; PITA; miRanda | -0.38 | 8.0E-5 | NA | |
60 | hsa-miR-28-5p | AMZ1 | -0.14 | 0.04976 | 2.49 | 0 | miRanda | -0.45 | 0.00014 | NA | |
61 | hsa-miR-28-5p | ANGEL1 | -0.14 | 0.04976 | -0.24 | 5.0E-5 | miRanda | -0.14 | 0 | NA | |
62 | hsa-miR-342-3p | ANGPTL1 | 1.22 | 0 | -3.72 | 0 | miRanda | -0.33 | 0 | NA | |
63 | hsa-miR-342-3p | ANGPTL2 | 1.22 | 0 | -1.92 | 0 | miRanda | -0.31 | 0 | NA | |
64 | hsa-miR-342-3p | ANGPTL4 | 1.22 | 0 | -2.45 | 0 | miRanda | -0.52 | 0 | NA | |
65 | hsa-miR-342-3p | ANK2 | 1.22 | 0 | -2.51 | 0 | miRanda; miRNATAP | -0.28 | 0 | NA | |
66 | hsa-miR-342-3p | ANKDD1A | 1.22 | 0 | -1.5 | 0 | miRanda | -0.15 | 0 | NA | |
67 | hsa-miR-28-5p | ANKS1B | -0.14 | 0.04976 | 0.2 | 0.2194 | miRanda | -0.42 | 0 | NA | |
68 | hsa-miR-28-5p | ANKS3 | -0.14 | 0.04976 | 0.72 | 0 | miRanda | -0.16 | 0.0011 | NA | |
69 | hsa-miR-342-3p | ANTXR1 | 1.22 | 0 | -0.18 | 0.16983 | miRanda | -0.13 | 2.0E-5 | NA | |
70 | hsa-miR-342-3p | ANXA8 | 1.22 | 0 | -2.01 | 0 | MirTarget; miRanda | -0.61 | 0 | NA | |
71 | hsa-miR-28-5p | ANXA9 | -0.14 | 0.04976 | 1.78 | 0 | miRanda | -1.05 | 0 | NA | |
72 | hsa-miR-28-5p | AP2A2 | -0.14 | 0.04976 | 0.03 | 0.55943 | miRanda | -0.12 | 0 | NA | |
73 | hsa-miR-28-5p | AP2B1 | -0.14 | 0.04976 | 0.26 | 0.00183 | miRanda | -0.22 | 0 | NA | |
74 | hsa-miR-28-5p | APC2 | -0.14 | 0.04976 | 0.94 | 0 | mirMAP | -0.27 | 0.00015 | NA | |
75 | hsa-miR-342-3p | APOLD1 | 1.22 | 0 | -1.8 | 0 | MirTarget; miRanda | -0.17 | 0 | NA | |
76 | hsa-miR-342-3p | AQP4 | 1.22 | 0 | -2.95 | 0 | miRanda | -0.35 | 0 | NA | |
77 | hsa-miR-28-5p | ARAF | -0.14 | 0.04976 | 0.24 | 1.0E-5 | miRanda; miRNATAP | -0.11 | 4.0E-5 | NA | |
78 | hsa-miR-342-3p | ARAP3 | 1.22 | 0 | -1.27 | 0 | mirMAP | -0.23 | 0 | NA | |
79 | hsa-miR-342-3p | ARHGAP21 | 1.22 | 0 | -1.05 | 0 | miRanda | -0.19 | 0 | NA | |
80 | hsa-miR-342-3p | ARHGAP26 | 1.22 | 0 | -1.51 | 0 | mirMAP | -0.16 | 0 | NA | |
81 | hsa-miR-28-5p | ARHGAP32 | -0.14 | 0.04976 | 0.43 | 9.0E-5 | miRanda | -0.36 | 0 | NA | |
82 | hsa-miR-28-5p | ARHGAP8 | -0.14 | 0.04976 | 1.29 | 0 | miRanda | -0.12 | 0.04559 | NA | |
83 | hsa-miR-28-5p | ARHGEF16 | -0.14 | 0.04976 | 1.35 | 0 | miRanda | -0.31 | 0 | NA | |
84 | hsa-miR-342-3p | ARHGEF9 | 1.22 | 0 | -0.44 | 0 | miRanda | -0.1 | 0 | NA | |
85 | hsa-miR-342-3p | ARID5B | 1.22 | 0 | -1.75 | 0 | PITA; miRanda | -0.16 | 0 | NA | |
86 | hsa-miR-342-3p | ARL10 | 1.22 | 0 | -1.27 | 0 | mirMAP | -0.25 | 0 | NA | |
87 | hsa-miR-28-5p | ARL17A | -0.14 | 0.04976 | -0.08 | 0.37677 | miRanda | -0.12 | 0.00459 | NA | |
88 | hsa-miR-28-5p | ARL6IP4 | -0.14 | 0.04976 | 0.5 | 0 | miRanda | -0.19 | 0.00019 | NA | |
89 | hsa-miR-28-5p | ARMC5 | -0.14 | 0.04976 | 0.67 | 0 | miRanda | -0.28 | 0 | NA | |
90 | hsa-miR-28-5p | ARMC7 | -0.14 | 0.04976 | 0.79 | 0 | miRanda | -0.13 | 0.00026 | NA | |
91 | hsa-miR-28-5p | ARMC9 | -0.14 | 0.04976 | 1.05 | 0 | miRanda | -0.18 | 0 | NA | |
92 | hsa-miR-342-3p | ASB1 | 1.22 | 0 | -0.93 | 0 | mirMAP | -0.12 | 0 | NA | |
93 | hsa-miR-28-5p | ASB8 | -0.14 | 0.04976 | -0.21 | 0.00012 | miRanda | -0.19 | 0 | NA | |
94 | hsa-miR-342-3p | ASTN1 | 1.22 | 0 | -2.96 | 0 | miRanda | -0.35 | 0 | NA | |
95 | hsa-miR-342-3p | ATF3 | 1.22 | 0 | -2.25 | 0 | miRanda | -0.28 | 0 | NA | |
96 | hsa-miR-342-3p | ATP10B | 1.22 | 0 | -1.05 | 8.0E-5 | miRanda | -0.46 | 0 | NA | |
97 | hsa-miR-342-3p | ATP11A | 1.22 | 0 | -0.67 | 0 | miRanda | -0.21 | 0 | NA | |
98 | hsa-miR-342-3p | ATP2B4 | 1.22 | 0 | -1.11 | 0 | mirMAP | -0.13 | 0 | NA | |
99 | hsa-miR-28-5p | ATP6V0E2 | -0.14 | 0.04976 | 0.87 | 0 | mirMAP | -0.24 | 0 | NA | |
100 | hsa-miR-28-5p | ATPAF1 | -0.14 | 0.04976 | -0.16 | 0.00532 | PITA; miRanda; miRNATAP | -0.12 | 1.0E-5 | NA | |
101 | hsa-miR-28-5p | ATRNL1 | -0.14 | 0.04976 | -0.74 | 0.02081 | MirTarget; miRanda | -0.53 | 0.00049 | NA | |
102 | hsa-miR-342-3p | ATXN1L | 1.22 | 0 | -0.97 | 0 | miRNATAP | -0.14 | 0 | NA | |
103 | hsa-miR-28-5p | B3GALT4 | -0.14 | 0.04976 | 0.46 | 1.0E-5 | miRanda | -0.14 | 0.00301 | NA | |
104 | hsa-miR-342-3p | B3GNT3 | 1.22 | 0 | -1.39 | 0 | miRanda | -0.55 | 0 | NA | |
105 | hsa-miR-342-3p | B3GNT7 | 1.22 | 0 | 0.2 | 0.16025 | MirTarget; miRanda | -0.23 | 0 | NA | |
106 | hsa-miR-342-3p | B4GALT5 | 1.22 | 0 | -0.34 | 4.0E-5 | mirMAP | -0.11 | 0 | NA | |
107 | hsa-miR-28-5p | BAG1 | -0.14 | 0.04976 | 0.42 | 2.0E-5 | miRanda | -0.31 | 0 | NA | |
108 | hsa-miR-342-3p | BAG2 | 1.22 | 0 | -0.04 | 0.72195 | miRanda | -0.2 | 0 | NA | |
109 | hsa-miR-342-3p | BBOX1 | 1.22 | 0 | -3.62 | 0 | miRanda | -0.84 | 0 | NA | |
110 | hsa-miR-28-5p | BBS1 | -0.14 | 0.04976 | -0.09 | 0.27359 | miRanda | -0.29 | 0 | NA | |
111 | hsa-miR-28-5p | BCAM | -0.14 | 0.04976 | 0.51 | 0.00081 | PITA; miRanda | -0.64 | 0 | NA | |
112 | hsa-miR-342-3p | BCL11A | 1.22 | 0 | -1.42 | 0 | miRanda | -0.55 | 0 | NA | |
113 | hsa-miR-28-5p | BDKRB2 | -0.14 | 0.04976 | -0.63 | 0 | mirMAP | -0.17 | 0.00195 | NA | |
114 | hsa-miR-28-5p | BHLHE40 | -0.14 | 0.04976 | 0.41 | 0.00047 | miRanda | -0.47 | 0 | NA | |
115 | hsa-miR-342-3p | BHLHE41 | 1.22 | 0 | -1.53 | 0 | miRanda | -0.2 | 0 | NA | |
116 | hsa-miR-342-3p | BMP7 | 1.22 | 0 | -0.57 | 0.0198 | miRNAWalker2 validate; miRTarBase; miRanda | -0.4 | 0 | NA | |
117 | hsa-miR-342-3p | BNC1 | 1.22 | 0 | -2.84 | 0 | miRanda | -0.45 | 0 | NA | |
118 | hsa-miR-342-3p | BTG3 | 1.22 | 0 | -0.4 | 0.00167 | miRanda | -0.25 | 0 | NA | |
119 | hsa-miR-28-5p | BTRC | -0.14 | 0.04976 | 0.12 | 0.15929 | miRanda | -0.25 | 0 | NA | |
120 | hsa-miR-342-3p | C10orf10 | 1.22 | 0 | -2.19 | 0 | mirMAP | -0.38 | 0 | NA | |
121 | hsa-miR-28-5p | C16orf52 | -0.14 | 0.04976 | -0.44 | 0 | miRNATAP | -0.11 | 0.00025 | NA | |
122 | hsa-miR-342-3p | C17orf51 | 1.22 | 0 | -1.38 | 0 | mirMAP | -0.37 | 0 | NA | |
123 | hsa-miR-28-5p | C17orf82 | -0.14 | 0.04976 | 0.65 | 0.00059 | mirMAP | -0.4 | 1.0E-5 | NA | |
124 | hsa-miR-342-3p | C1orf115 | 1.22 | 0 | -1.55 | 0 | mirMAP | -0.15 | 8.0E-5 | NA | |
125 | hsa-miR-342-3p | C1orf198 | 1.22 | 0 | -0.18 | 0.02916 | mirMAP | -0.15 | 0 | NA | |
126 | hsa-miR-342-3p | C3orf70 | 1.22 | 0 | -0.82 | 0 | mirMAP | -0.15 | 1.0E-5 | NA | |
127 | hsa-miR-342-3p | C6orf223 | 1.22 | 0 | 1.13 | 0.00032 | mirMAP | -0.28 | 0.00023 | NA | |
128 | hsa-miR-28-5p | CA12 | -0.14 | 0.04976 | 1.11 | 2.0E-5 | mirMAP | -1.23 | 0 | NA | |
129 | hsa-miR-342-3p | CACNA1C | 1.22 | 0 | -0.83 | 0 | MirTarget; PITA; miRanda; miRNATAP | -0.12 | 0.00028 | NA | |
130 | hsa-miR-28-5p | CACNG4 | -0.14 | 0.04976 | 2.21 | 0 | miRanda | -0.63 | 2.0E-5 | NA | |
131 | hsa-miR-342-3p | CADM3 | 1.22 | 0 | -3.48 | 0 | miRanda | -0.35 | 0 | NA | |
132 | hsa-miR-28-5p | CALCOCO1 | -0.14 | 0.04976 | -1.08 | 0 | miRanda | -0.14 | 8.0E-5 | NA | |
133 | hsa-miR-28-5p | CALCOCO2 | -0.14 | 0.04976 | -0.44 | 0 | miRanda | -0.2 | 0 | NA | |
134 | hsa-miR-342-3p | CAMK2D | 1.22 | 0 | -0.88 | 0 | miRanda | -0.13 | 0 | NA | |
135 | hsa-miR-28-5p | CANT1 | -0.14 | 0.04976 | 1.19 | 0 | miRanda; miRNATAP | -0.31 | 0 | NA | |
136 | hsa-miR-28-5p | CASC2 | -0.14 | 0.04976 | -0.06 | 0.56145 | miRanda | -0.21 | 1.0E-5 | NA | |
137 | hsa-miR-342-3p | CAV1 | 1.22 | 0 | -3.35 | 0 | miRanda | -0.37 | 0 | NA | |
138 | hsa-miR-28-5p | CBFA2T3 | -0.14 | 0.04976 | -0.24 | 0.18951 | mirMAP | -0.49 | 0 | NA | |
139 | hsa-miR-342-3p | CBX2 | 1.22 | 0 | 1.77 | 0 | mirMAP | -0.17 | 0.00048 | NA | |
140 | hsa-miR-28-5p | CCDC113 | -0.14 | 0.04976 | 0.15 | 0.13693 | miRanda; miRNATAP | -0.15 | 0.0019 | NA | |
141 | hsa-miR-28-5p | CCDC114 | -0.14 | 0.04976 | 1.17 | 0 | miRanda | -0.3 | 0.00046 | NA | |
142 | hsa-miR-342-3p | CCDC141 | 1.22 | 0 | -2.66 | 0 | miRanda | -0.21 | 0 | NA | |
143 | hsa-miR-342-3p | CCDC68 | 1.22 | 0 | -2.06 | 0 | miRanda | -0.11 | 0.04166 | NA | |
144 | hsa-miR-28-5p | CCDC85A | -0.14 | 0.04976 | -2.64 | 0 | miRanda | -0.2 | 0.02171 | NA | |
145 | hsa-miR-28-5p | CCDC87 | -0.14 | 0.04976 | 1.38 | 0 | miRanda | -0.5 | 0 | NA | |
146 | hsa-miR-342-3p | CCL8 | 1.22 | 0 | -1.17 | 0 | miRanda | -0.17 | 0.00081 | NA | |
147 | hsa-miR-342-3p | CCND2 | 1.22 | 0 | -1.32 | 0 | miRNAWalker2 validate; mirMAP | -0.1 | 0.00019 | NA | |
148 | hsa-miR-28-5p | CCNDBP1 | -0.14 | 0.04976 | -0.73 | 0 | miRanda | -0.17 | 0 | NA | |
149 | hsa-miR-28-5p | CCNG2 | -0.14 | 0.04976 | -0.15 | 0.14084 | miRanda | -0.2 | 3.0E-5 | NA | |
150 | hsa-miR-342-3p | CD109 | 1.22 | 0 | -0.52 | 0.00083 | mirMAP | -0.18 | 0 | NA |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | REGULATION OF CELL DIFFERENTIATION | 129 | 1492 | 7.87e-10 | 1.971e-06 |
2 | NEUROGENESIS | 123 | 1402 | 8.471e-10 | 1.971e-06 |
3 | REGULATION OF NEURON DIFFERENTIATION | 62 | 554 | 3.418e-09 | 5.301e-06 |
4 | MUSCLE STRUCTURE DEVELOPMENT | 52 | 432 | 5.611e-09 | 6.526e-06 |
5 | MOVEMENT OF CELL OR SUBCELLULAR COMPONENT | 107 | 1275 | 1.186e-07 | 9.2e-05 |
6 | REGULATION OF NEURON PROJECTION DEVELOPMENT | 47 | 408 | 1.165e-07 | 9.2e-05 |
7 | REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 70 | 750 | 5.022e-07 | 0.0002921 |
8 | REGULATION OF CELL DEVELOPMENT | 76 | 836 | 4.551e-07 | 0.0002921 |
9 | BIOLOGICAL ADHESION | 88 | 1032 | 8.786e-07 | 0.0004542 |
10 | POSITIVE REGULATION OF NEURON DIFFERENTIATION | 36 | 306 | 2.136e-06 | 0.0008296 |
11 | POSITIVE REGULATION OF CELL DIFFERENTIATION | 73 | 823 | 1.916e-06 | 0.0008296 |
12 | TISSUE DEVELOPMENT | 117 | 1518 | 2.318e-06 | 0.0008296 |
13 | POSITIVE REGULATION OF NEURON PROJECTION DEVELOPMENT | 30 | 232 | 2.186e-06 | 0.0008296 |
14 | REGULATION OF PHOSPHOLIPASE ACTIVITY | 14 | 64 | 2.847e-06 | 0.0009463 |
15 | ANATOMICAL STRUCTURE FORMATION INVOLVED IN MORPHOGENESIS | 81 | 957 | 3.241e-06 | 0.001005 |
16 | REGULATION OF GROWTH | 59 | 633 | 4.179e-06 | 0.001079 |
17 | APPENDAGE DEVELOPMENT | 24 | 169 | 4.407e-06 | 0.001079 |
18 | LIMB DEVELOPMENT | 24 | 169 | 4.407e-06 | 0.001079 |
19 | REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 132 | 1784 | 4.151e-06 | 0.001079 |
20 | REGULATION OF MULTICELLULAR ORGANISMAL DEVELOPMENT | 125 | 1672 | 4.664e-06 | 0.001085 |
21 | SKELETAL SYSTEM DEVELOPMENT | 46 | 455 | 6.047e-06 | 0.001286 |
22 | LOCOMOTION | 90 | 1114 | 6.081e-06 | 0.001286 |
23 | REGULATION OF CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION | 37 | 337 | 7.81e-06 | 0.001469 |
24 | CELL MATRIX ADHESION | 19 | 119 | 7.791e-06 | 0.001469 |
25 | BEHAVIOR | 50 | 516 | 7.894e-06 | 0.001469 |
26 | PALLIUM DEVELOPMENT | 22 | 153 | 8.9e-06 | 0.001593 |
27 | NEURON MIGRATION | 18 | 110 | 9.454e-06 | 0.001629 |
28 | MUSCLE ORGAN DEVELOPMENT | 32 | 277 | 1.128e-05 | 0.001875 |
29 | NEGATIVE REGULATION OF RESPONSE TO STIMULUS | 104 | 1360 | 1.24e-05 | 0.001965 |
30 | CELL DEVELOPMENT | 108 | 1426 | 1.267e-05 | 0.001965 |
31 | CHEMICAL HOMEOSTASIS | 73 | 874 | 1.574e-05 | 0.002254 |
32 | REGULATION OF LIPASE ACTIVITY | 15 | 83 | 1.524e-05 | 0.002254 |
33 | POSITIVE REGULATION OF DEVELOPMENTAL PROCESS | 90 | 1142 | 1.599e-05 | 0.002254 |
34 | BLOOD VESSEL MORPHOGENESIS | 38 | 364 | 1.877e-05 | 0.002502 |
35 | REGULATION OF CELLULAR COMPONENT MOVEMENT | 66 | 771 | 1.882e-05 | 0.002502 |
36 | CARDIOVASCULAR SYSTEM DEVELOPMENT | 67 | 788 | 2.018e-05 | 0.002538 |
37 | CIRCULATORY SYSTEM DEVELOPMENT | 67 | 788 | 2.018e-05 | 0.002538 |
38 | CELLULAR COMPONENT MORPHOGENESIS | 74 | 900 | 2.339e-05 | 0.002675 |
39 | REGULATION OF CELL PROLIFERATION | 111 | 1496 | 2.322e-05 | 0.002675 |
40 | REGULATION OF CELL MORPHOGENESIS | 51 | 552 | 2.357e-05 | 0.002675 |
41 | POSITIVE REGULATION OF CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION | 22 | 162 | 2.231e-05 | 0.002675 |
42 | ORGAN MORPHOGENESIS | 70 | 841 | 2.635e-05 | 0.00273 |
43 | MULTICELLULAR ORGANISMAL WATER HOMEOSTASIS | 12 | 58 | 2.64e-05 | 0.00273 |
44 | MUSCLE CELL DIFFERENTIATION | 28 | 237 | 2.601e-05 | 0.00273 |
45 | CENTRAL NERVOUS SYSTEM DEVELOPMENT | 72 | 872 | 2.63e-05 | 0.00273 |
46 | VASCULATURE DEVELOPMENT | 45 | 469 | 2.832e-05 | 0.002804 |
47 | POSITIVE REGULATION OF CELL PROJECTION ORGANIZATION | 33 | 303 | 2.804e-05 | 0.002804 |
48 | REGULATION OF INTRACELLULAR SIGNAL TRANSDUCTION | 120 | 1656 | 3.066e-05 | 0.002972 |
49 | REGULATION OF CELL PROJECTION ORGANIZATION | 51 | 558 | 3.138e-05 | 0.00298 |
50 | REGULATION OF AXONOGENESIS | 22 | 168 | 3.941e-05 | 0.003667 |
51 | SENSORY ORGAN DEVELOPMENT | 46 | 493 | 4.61e-05 | 0.004206 |
52 | CELL MOTILITY | 68 | 835 | 6.715e-05 | 0.005895 |
53 | LOCALIZATION OF CELL | 68 | 835 | 6.715e-05 | 0.005895 |
54 | CAMP MEDIATED SIGNALING | 9 | 37 | 7.067e-05 | 0.006089 |
55 | REGULATION OF SMALL GTPASE MEDIATED SIGNAL TRANSDUCTION | 30 | 278 | 7.554e-05 | 0.006391 |
56 | CELL SUBSTRATE ADHESION | 21 | 164 | 8.138e-05 | 0.006529 |
57 | REGULATION OF CHONDROCYTE DIFFERENTIATION | 10 | 46 | 7.915e-05 | 0.006529 |
58 | SKELETAL SYSTEM MORPHOGENESIS | 24 | 201 | 8.096e-05 | 0.006529 |
59 | ARTERY DEVELOPMENT | 13 | 75 | 8.735e-05 | 0.006663 |
60 | REGULATION OF CELL GROWTH | 38 | 391 | 8.878e-05 | 0.006663 |
61 | REGULATION OF ACTION POTENTIAL | 9 | 38 | 8.849e-05 | 0.006663 |
62 | REGULATION OF HEART RATE BY CARDIAC CONDUCTION | 8 | 30 | 8.84e-05 | 0.006663 |
63 | TELENCEPHALON DEVELOPMENT | 26 | 228 | 9.043e-05 | 0.006679 |
64 | CELL CELL SIGNALING | 63 | 767 | 9.719e-05 | 0.007066 |
65 | EMBRYONIC MORPHOGENESIS | 48 | 539 | 0.0001004 | 0.007189 |
66 | POSITIVE REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 41 | 437 | 0.000104 | 0.007332 |
67 | NEGATIVE REGULATION OF DEVELOPMENTAL PROCESS | 65 | 801 | 0.0001074 | 0.007458 |
68 | REGULATION OF PHOSPHOLIPASE C ACTIVITY | 9 | 39 | 0.0001099 | 0.007522 |
69 | REGULATION OF MICROTUBULE POLYMERIZATION | 8 | 31 | 0.0001139 | 0.007569 |
70 | HEAD DEVELOPMENT | 59 | 709 | 0.0001133 | 0.007569 |
71 | DEVELOPMENTAL CELL GROWTH | 13 | 77 | 0.0001155 | 0.007569 |
72 | ACTIVATION OF PROTEIN KINASE A ACTIVITY | 6 | 17 | 0.0001243 | 0.008036 |
73 | REGULATION OF ANATOMICAL STRUCTURE SIZE | 43 | 472 | 0.000138 | 0.00868 |
74 | POSITIVE REGULATION OF CELL DEVELOPMENT | 43 | 472 | 0.000138 | 0.00868 |
75 | FOREBRAIN DEVELOPMENT | 35 | 357 | 0.00014 | 0.008686 |
76 | MUSCLE TISSUE DEVELOPMENT | 29 | 275 | 0.000148 | 0.008781 |
77 | POSITIVE REGULATION OF PHOSPHATE METABOLIC PROCESS | 79 | 1036 | 0.0001565 | 0.008781 |
78 | POSITIVE REGULATION OF PHOSPHORUS METABOLIC PROCESS | 79 | 1036 | 0.0001565 | 0.008781 |
79 | REGULATION OF ACTIN FILAMENT BASED MOVEMENT | 8 | 32 | 0.0001452 | 0.008781 |
80 | NEGATIVE REGULATION OF CELL DIFFERENTIATION | 52 | 609 | 0.000152 | 0.008781 |
81 | REGULATION OF PHOSPHORUS METABOLIC PROCESS | 114 | 1618 | 0.0001546 | 0.008781 |
82 | CELL GROWTH | 18 | 135 | 0.0001532 | 0.008781 |
83 | POSITIVE REGULATION OF AXONOGENESIS | 12 | 69 | 0.0001566 | 0.008781 |
84 | REGULATION OF EXTENT OF CELL GROWTH | 15 | 101 | 0.0001598 | 0.008853 |
85 | REGULATION OF ANATOMICAL STRUCTURE MORPHOGENESIS | 78 | 1021 | 0.0001625 | 0.008895 |
86 | COGNITION | 27 | 251 | 0.0001785 | 0.009228 |
87 | REGULATION OF SMOOTH MUSCLE CONTRACTION | 11 | 60 | 0.0001798 | 0.009228 |
88 | EMBRYO DEVELOPMENT | 70 | 894 | 0.0001724 | 0.009228 |
89 | SMOOTH MUSCLE TISSUE DEVELOPMENT | 6 | 18 | 0.0001786 | 0.009228 |
90 | TUBE DEVELOPMENT | 48 | 552 | 0.0001767 | 0.009228 |
91 | WATER HOMEOSTASIS | 12 | 70 | 0.0001805 | 0.009228 |
92 | VESICLE MEDIATED TRANSPORT | 91 | 1239 | 0.0001865 | 0.009431 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | CLATHRIN BINDING | 13 | 65 | 1.807e-05 | 0.009916 |
2 | NUCLEIC ACID BINDING TRANSCRIPTION FACTOR ACTIVITY | 93 | 1199 | 2.135e-05 | 0.009916 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | MEMBRANE REGION | 98 | 1134 | 1.073e-07 | 6.268e-05 |
2 | CELL JUNCTION | 98 | 1151 | 2.163e-07 | 6.317e-05 |
3 | GOLGI APPARATUS PART | 80 | 893 | 4.075e-07 | 7.932e-05 |
4 | SYNAPSE | 70 | 754 | 6.11e-07 | 8.921e-05 |
5 | EXTRACELLULAR MATRIX | 45 | 426 | 2.403e-06 | 0.0002607 |
6 | NEURON PART | 101 | 1265 | 2.678e-06 | 0.0002607 |
7 | GOLGI MEMBRANE | 63 | 703 | 7.069e-06 | 0.0005898 |
8 | PROTEINACEOUS EXTRACELLULAR MATRIX | 38 | 356 | 1.134e-05 | 0.0007361 |
9 | NEURON PROJECTION | 78 | 942 | 1.094e-05 | 0.0007361 |
10 | GOLGI APPARATUS | 109 | 1445 | 1.37e-05 | 0.0008003 |
11 | COATED PIT | 13 | 67 | 2.543e-05 | 0.001221 |
12 | INTRINSIC COMPONENT OF PLASMA MEMBRANE | 120 | 1649 | 2.54e-05 | 0.001221 |
13 | CELL PROJECTION | 128 | 1786 | 2.717e-05 | 0.001221 |
14 | MEMBRANE MICRODOMAIN | 31 | 288 | 6.059e-05 | 0.002527 |
15 | PLASMA MEMBRANE REGION | 74 | 929 | 6.581e-05 | 0.002562 |
16 | SYNAPSE PART | 52 | 610 | 0.0001583 | 0.005777 |
17 | CONTRACTILE FIBER | 24 | 211 | 0.0001726 | 0.00593 |
18 | INTRACELLULAR VESICLE | 92 | 1259 | 0.0002047 | 0.00664 |
19 | ACTIN BASED CELL PROJECTION | 21 | 181 | 0.0003276 | 0.00981 |
20 | SYNAPTIC MEMBRANE | 27 | 261 | 0.000336 | 0.00981 |
Num | Pathway | Pathview | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|---|
1 | Calcium_signaling_pathway_hsa04020 | 24 | 182 | 1.589e-05 | 0.0005893 | |
2 | cAMP_signaling_pathway_hsa04024 | 25 | 198 | 2.267e-05 | 0.0005893 | |
3 | Phospholipase_D_signaling_pathway_hsa04072 | 19 | 146 | 0.0001408 | 0.002441 | |
4 | Rap1_signaling_pathway_hsa04015 | 23 | 206 | 0.0003064 | 0.003983 | |
5 | Neuroactive_ligand_receptor_interaction_hsa04080 | 25 | 278 | 0.003829 | 0.03982 | |
6 | Gap_junction_hsa04540 | 11 | 88 | 0.004667 | 0.04044 | |
7 | Focal_adhesion_hsa04510 | 19 | 199 | 0.005813 | 0.04318 | |
8 | FoxO_signaling_pathway_hsa04068 | 14 | 132 | 0.006843 | 0.04448 | |
9 | MAPK_signaling_pathway_hsa04010 | 25 | 295 | 0.008051 | 0.04652 | |
10 | Jak_STAT_signaling_pathway_hsa04630 | 15 | 162 | 0.01717 | 0.08666 | |
11 | Regulation_of_actin_cytoskeleton_hsa04810 | 18 | 208 | 0.01833 | 0.08666 | |
12 | Endocytosis_hsa04144 | 20 | 244 | 0.0228 | 0.08913 | |
13 | Peroxisome_hsa04146 | 9 | 83 | 0.02379 | 0.08913 | |
14 | Hippo_signaling_pathway_hsa04390 | 14 | 154 | 0.024 | 0.08913 | |
15 | ErbB_signaling_pathway_hsa04012 | 9 | 85 | 0.02729 | 0.09461 | |
16 | Wnt_signaling_pathway_hsa04310 | 13 | 146 | 0.03345 | 0.1087 | |
17 | mTOR_signaling_pathway_hsa04150 | 13 | 151 | 0.04213 | 0.1289 | |
18 | PI3K_Akt_signaling_pathway_hsa04151 | 25 | 352 | 0.0542 | 0.1491 | |
19 | ECM_receptor_interaction_hsa04512 | 8 | 82 | 0.05449 | 0.1491 | |
20 | cGMP_PKG_signaling_pathway_hsa04022 | 13 | 163 | 0.06913 | 0.1744 | |
21 | Adherens_junction_hsa04520 | 7 | 72 | 0.07044 | 0.1744 | |
22 | ABC_transporters_hsa02010 | 5 | 45 | 0.07493 | 0.1771 | |
23 | AMPK_signaling_pathway_hsa04152 | 10 | 121 | 0.08523 | 0.1927 | |
24 | Mitophagy_animal_hsa04137 | 6 | 65 | 0.1089 | 0.236 | |
25 | Phosphatidylinositol_signaling_system_hsa04070 | 8 | 99 | 0.1268 | 0.2525 | |
26 | Ras_signaling_pathway_hsa04014 | 16 | 232 | 0.128 | 0.2525 | |
27 | TGF_beta_signaling_pathway_hsa04350 | 7 | 84 | 0.1311 | 0.2525 | |
28 | Cytokine_cytokine_receptor_interaction_hsa04060 | 18 | 270 | 0.1397 | 0.2594 | |
29 | Signaling_pathways_regulating_pluripotency_of_stem_cells_hsa04550 | 10 | 139 | 0.1648 | 0.2954 | |
30 | TNF_signaling_pathway_hsa04668 | 8 | 108 | 0.1787 | 0.3098 | |
31 | Cell_adhesion_molecules_.CAMs._hsa04514 | 10 | 145 | 0.1973 | 0.3309 | |
32 | Hedgehog_signaling_pathway_hsa04340 | 4 | 47 | 0.2116 | 0.3439 | |
33 | HIF_1_signaling_pathway_hsa04066 | 7 | 100 | 0.2403 | 0.3734 | |
34 | Sphingolipid_signaling_pathway_hsa04071 | 8 | 118 | 0.2454 | 0.3734 | |
35 | Apelin_signaling_pathway_hsa04371 | 9 | 137 | 0.2553 | 0.3734 | |
36 | p53_signaling_pathway_hsa04115 | 5 | 68 | 0.2585 | 0.3734 | |
37 | Cellular_senescence_hsa04218 | 10 | 160 | 0.2888 | 0.4058 | |
38 | Oocyte_meiosis_hsa04114 | 7 | 124 | 0.4359 | 0.5964 | |
39 | VEGF_signaling_pathway_hsa04370 | 3 | 59 | 0.5776 | 0.7701 | |
40 | Ferroptosis_hsa04216 | 2 | 40 | 0.6062 | 0.788 | |
41 | Autophagy_animal_hsa04140 | 5 | 128 | 0.7796 | 0.9653 | |
42 | Apoptosis_hsa04210 | 5 | 138 | 0.8315 | 1 | |
43 | Tight_junction_hsa04530 | 6 | 170 | 0.8638 | 1 | |
44 | Lysosome_hsa04142 | 4 | 123 | 0.8736 | 1 | |
45 | Necroptosis_hsa04217 | 5 | 164 | 0.9213 | 1 | |
46 | Cell_cycle_hsa04110 | 3 | 124 | 0.953 | 1 |