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-15b-5p | AATK | 0.25 | 0.79071 | 0 | 0.99243 | MirTarget | -0.22 | 0.04433 | NA | |
2 | hsa-miR-107 | ABCA6 | -0.29 | 0.76966 | -0.01 | 0.98022 | miRanda | -0.39 | 0.00471 | NA | |
3 | hsa-miR-15b-5p | ABCB5 | 0.25 | 0.79071 | 1.03 | 0.08206 | MirTarget | -0.37 | 0.02462 | NA | |
4 | hsa-miR-107 | ABHD12B | -0.29 | 0.76966 | 0.09 | 0.83255 | miRanda | -0.37 | 0.00148 | NA | |
5 | hsa-miR-107 | ABHD13 | -0.29 | 0.76966 | 0.09 | 0.82184 | MirTarget; miRanda | -0.11 | 0.00368 | NA | |
6 | hsa-miR-107 | ABR | -0.29 | 0.76966 | -0.46 | 0.36774 | miRanda | -0.13 | 0.04074 | NA | |
7 | hsa-miR-222-3p | ACACA | -0.23 | 0.72665 | -0.23 | 0.66735 | miRNAWalker2 validate | -0.1 | 0.00386 | NA | |
8 | hsa-miR-107 | ACO1 | -0.29 | 0.76966 | 0.01 | 0.982 | miRanda | -0.15 | 0.00127 | NA | |
9 | hsa-miR-107 | ACTG2 | -0.29 | 0.76966 | 0.62 | 0.28177 | miRanda | -0.33 | 0.02553 | NA | |
10 | hsa-miR-140-3p | ACVR2B | -0.11 | 0.90778 | -0.14 | 0.74032 | miRNAWalker2 validate; PITA; miRNATAP | -0.12 | 0.02438 | NA | |
11 | hsa-miR-15b-5p | ACVR2B | 0.25 | 0.79071 | -0.14 | 0.74032 | miRNATAP | -0.28 | 0 | NA | |
12 | hsa-miR-221-3p | ADAM11 | -0.26 | 0.74402 | -0.51 | 0.14444 | miRNATAP | -0.3 | 0.00022 | NA | |
13 | hsa-miR-222-3p | ADAM11 | -0.23 | 0.72665 | -0.51 | 0.14444 | miRNATAP | -0.26 | 0.00147 | NA | |
14 | hsa-miR-221-3p | ADAM22 | -0.26 | 0.74402 | 0.36 | 0.38733 | MirTarget; miRNATAP | -0.36 | 0.00015 | NA | |
15 | hsa-miR-222-3p | ADAM22 | -0.23 | 0.72665 | 0.36 | 0.38733 | MirTarget; miRNATAP | -0.34 | 0.00039 | NA | |
16 | hsa-miR-197-3p | ADAMTS1 | 0.02 | 0.98197 | -0.26 | 0.69609 | miRNATAP | -0.2 | 0.04534 | NA | |
17 | hsa-miR-27a-3p | ADAMTS10 | 0.31 | 0.70372 | -0.01 | 0.96987 | MirTarget; miRNATAP | -0.21 | 0.01318 | NA | |
18 | hsa-miR-15b-5p | ADAMTS18 | 0.25 | 0.79071 | -0.28 | 0.54902 | miRNATAP | -0.5 | 0.0005 | NA | |
19 | hsa-miR-107 | ADAMTS19 | -0.29 | 0.76966 | -0.27 | 0.71187 | miRanda | -0.43 | 0.01932 | NA | |
20 | hsa-miR-148a-3p | ADAMTS19 | -0.32 | 0.74626 | -0.27 | 0.71187 | MirTarget | -0.3 | 0.04059 | NA | |
21 | hsa-miR-15b-5p | ADAMTS5 | 0.25 | 0.79071 | -0 | 0.99654 | miRNATAP | -0.32 | 0.00415 | NA | |
22 | hsa-miR-221-3p | ADAMTS6 | -0.26 | 0.74402 | 0.13 | 0.72485 | MirTarget | -0.18 | 0.02985 | NA | |
23 | hsa-miR-222-3p | ADAMTS6 | -0.23 | 0.72665 | 0.13 | 0.72485 | MirTarget | -0.2 | 0.01296 | NA | |
24 | hsa-miR-107 | ADAMTSL3 | -0.29 | 0.76966 | -0.04 | 0.93342 | MirTarget; PITA; miRanda; miRNATAP | -0.29 | 0.03386 | NA | |
25 | hsa-miR-150-5p | ADCY1 | -0.01 | 0.99407 | -0.14 | 0.72935 | mirMAP | -0.2 | 0.00017 | NA | |
26 | hsa-miR-128-3p | ADCY2 | -0.04 | 0.95842 | -0.16 | 0.81937 | MirTarget | -0.77 | 0.00034 | NA | |
27 | hsa-miR-148a-3p | ADCY2 | -0.32 | 0.74626 | -0.16 | 0.81937 | MirTarget; miRNATAP | -0.47 | 0.00442 | NA | |
28 | hsa-miR-107 | ADCYAP1 | -0.29 | 0.76966 | 0.67 | 0.31207 | MirTarget; PITA; miRanda; miRNATAP | -0.63 | 0.00048 | NA | |
29 | hsa-miR-150-5p | ADCYAP1R1 | -0.01 | 0.99407 | 0.79 | 0.27302 | mirMAP | -0.5 | 0 | NA | |
30 | hsa-miR-150-5p | ADRA2B | -0.01 | 0.99407 | -0.51 | 0.21804 | mirMAP | -0.2 | 0.00073 | NA | |
31 | hsa-miR-22-3p | AGBL5 | 0.05 | 0.96778 | 0.09 | 0.87437 | MirTarget; miRNATAP | -0.16 | 1.0E-5 | NA | |
32 | hsa-miR-15b-5p | AGPAT4 | 0.25 | 0.79071 | -0.1 | 0.78351 | mirMAP | -0.31 | 2.0E-5 | NA | |
33 | hsa-miR-15b-5p | AHCYL2 | 0.25 | 0.79071 | -0 | 0.99112 | miRNATAP | -0.11 | 0.0129 | NA | |
34 | hsa-miR-15b-5p | AHRR | 0.25 | 0.79071 | -0.45 | 0.15751 | mirMAP | -0.23 | 0.01086 | NA | |
35 | hsa-miR-128-3p | AKR7A2 | -0.04 | 0.95842 | 0.39 | 0.44612 | MirTarget | -0.12 | 0.00475 | NA | |
36 | hsa-miR-107 | AKT3 | -0.29 | 0.76966 | 0.09 | 0.82989 | PITA; miRanda | -0.29 | 0.00414 | NA | |
37 | hsa-miR-107 | ALDH1A2 | -0.29 | 0.76966 | 1.22 | 0.06977 | miRanda | -0.4 | 0.03794 | NA | |
38 | hsa-miR-27a-3p | ALDH9A1 | 0.31 | 0.70372 | 0.05 | 0.93051 | miRNAWalker2 validate | -0.14 | 1.0E-5 | NA | |
39 | hsa-miR-150-5p | ALS2CR12 | -0.01 | 0.99407 | -0.56 | 0.29016 | MirTarget | -0.24 | 0.00019 | NA | |
40 | hsa-miR-107 | AMFR | -0.29 | 0.76966 | 0.03 | 0.95365 | miRanda | -0.18 | 1.0E-5 | NA | |
41 | hsa-miR-150-5p | AMIGO1 | -0.01 | 0.99407 | -0.26 | 0.36185 | mirMAP | -0.1 | 0.00023 | NA | |
42 | hsa-miR-222-3p | AMMECR1 | -0.23 | 0.72665 | -0.14 | 0.77428 | miRNATAP | -0.11 | 0.01021 | NA | |
43 | hsa-miR-381-3p | AMN1 | 0.27 | 0.56263 | 0.13 | 0.7629 | MirTarget | -0.15 | 0.00072 | NA | |
44 | hsa-miR-27a-3p | AMOTL1 | 0.31 | 0.70372 | 0.66 | 0.21471 | mirMAP | -0.15 | 0.022 | NA | |
45 | hsa-miR-27a-3p | ANK1 | 0.31 | 0.70372 | -0.6 | 0.21009 | miRNATAP | -0.37 | 0.00265 | NA | |
46 | hsa-miR-15b-5p | ANK2 | 0.25 | 0.79071 | 0.08 | 0.8625 | MirTarget; miRNATAP | -0.35 | 0.00362 | NA | |
47 | hsa-miR-107 | ANKMY2 | -0.29 | 0.76966 | 0.07 | 0.8533 | miRanda | -0.11 | 0.02675 | NA | |
48 | hsa-miR-15b-5p | ANKRD13B | 0.25 | 0.79071 | 0.02 | 0.94885 | miRNATAP | -0.25 | 0.00119 | NA | |
49 | hsa-miR-15b-5p | ANKRD29 | 0.25 | 0.79071 | 0.38 | 0.25673 | MirTarget | -0.26 | 0.00947 | NA | |
50 | hsa-miR-15b-5p | ANKRD46 | 0.25 | 0.79071 | 0.12 | 0.7754 | MirTarget | -0.17 | 0.00043 | NA | |
51 | hsa-miR-221-3p | ANKRD52 | -0.26 | 0.74402 | -0.19 | 0.7473 | miRNATAP | -0.12 | 0.00053 | NA | |
52 | hsa-miR-222-3p | ANKRD52 | -0.23 | 0.72665 | -0.19 | 0.7473 | miRNATAP | -0.15 | 2.0E-5 | NA | |
53 | hsa-miR-15b-5p | ANKS1A | 0.25 | 0.79071 | -0.29 | 0.61184 | MirTarget | -0.16 | 0.00069 | NA | |
54 | hsa-miR-214-3p | ANKS1B | 0.03 | 0.95264 | 0.31 | 0.39938 | miRNATAP | -0.19 | 0.00081 | NA | |
55 | hsa-miR-148a-3p | ANKS6 | -0.32 | 0.74626 | -0.03 | 0.94466 | mirMAP | -0.1 | 0.00503 | NA | |
56 | hsa-miR-107 | ANTXR1 | -0.29 | 0.76966 | 0.54 | 0.42797 | miRanda | -0.2 | 0.0116 | NA | |
57 | hsa-miR-660-5p | ANTXR1 | -0.56 | 0.13827 | 0.54 | 0.42797 | mirMAP | -0.13 | 0.00946 | NA | |
58 | hsa-miR-107 | AP1S2 | -0.29 | 0.76966 | 0.11 | 0.78352 | PITA; miRanda | -0.11 | 0.03941 | NA | |
59 | hsa-miR-107 | AP2A1 | -0.29 | 0.76966 | -0.05 | 0.94157 | miRanda | -0.15 | 2.0E-5 | NA | |
60 | hsa-miR-15b-5p | AP2A1 | 0.25 | 0.79071 | -0.05 | 0.94157 | miRNATAP | -0.1 | 0.00481 | NA | |
61 | hsa-miR-107 | APBA1 | -0.29 | 0.76966 | -0.01 | 0.97558 | miRNATAP | -0.22 | 0.00205 | NA | |
62 | hsa-miR-15b-5p | APRT | 0.25 | 0.79071 | 0.41 | 0.47976 | miRNAWalker2 validate | -0.12 | 0.0233 | NA | |
63 | hsa-miR-15b-5p | AQP11 | 0.25 | 0.79071 | -0.82 | 0.00192 | MirTarget | -0.41 | 0 | NA | |
64 | hsa-miR-27a-3p | AQP11 | 0.31 | 0.70372 | -0.82 | 0.00192 | MirTarget; miRNATAP | -0.23 | 0.00014 | NA | |
65 | hsa-miR-22-3p | ARC | 0.05 | 0.96778 | -0.25 | 0.59666 | mirMAP | -0.31 | 0.00365 | NA | |
66 | hsa-miR-128-3p | ARHGAP23 | -0.04 | 0.95842 | -0.19 | 0.77018 | MirTarget | -0.21 | 0.00446 | NA | |
67 | hsa-miR-107 | ARHGAP24 | -0.29 | 0.76966 | 0.11 | 0.72834 | miRanda | -0.18 | 0.01587 | NA | |
68 | hsa-miR-98-5p | ARHGAP28 | -0.05 | 0.91078 | 0.32 | 0.37736 | miRNAWalker2 validate; MirTarget | -0.22 | 0.00026 | NA | |
69 | hsa-miR-148a-3p | ARHGEF17 | -0.32 | 0.74626 | -0.3 | 0.63774 | miRNATAP | -0.11 | 0.00677 | NA | |
70 | hsa-miR-15b-5p | ARL2 | 0.25 | 0.79071 | 0.08 | 0.89102 | MirTarget; miRNATAP | -0.16 | 0.00137 | NA | |
71 | hsa-miR-140-3p | ARL6IP1 | -0.11 | 0.90778 | -0.02 | 0.9733 | miRNATAP | -0.18 | 1.0E-5 | NA | |
72 | hsa-miR-139-5p | ARMC2 | -0.06 | 0.91481 | -0.03 | 0.89811 | MirTarget | -0.11 | 0.03573 | NA | |
73 | hsa-miR-15b-5p | ARMC5 | 0.25 | 0.79071 | -0.11 | 0.76726 | mirMAP; miRNATAP | -0.16 | 4.0E-5 | NA | |
74 | hsa-miR-15b-5p | ARVCF | 0.25 | 0.79071 | -0.63 | 0.1294 | mirMAP | -0.17 | 0.00576 | NA | |
75 | hsa-miR-27a-3p | ARX | 0.31 | 0.70372 | -1.63 | 0.07012 | miRNATAP | -0.55 | 0.0191 | NA | |
76 | hsa-miR-214-3p | ASF1B | 0.03 | 0.95264 | 0.09 | 0.86181 | miRNAWalker2 validate | -0.11 | 0.00627 | NA | |
77 | hsa-miR-15b-5p | ASTN1 | 0.25 | 0.79071 | 0.61 | 0.3113 | MirTarget | -0.36 | 0.04881 | NA | |
78 | hsa-miR-221-3p | ASXL3 | -0.26 | 0.74402 | 0.05 | 0.92639 | miRNAWalker2 validate | -0.29 | 0.02377 | NA | |
79 | hsa-miR-15b-5p | ATF7IP2 | 0.25 | 0.79071 | -0.19 | 0.5893 | miRNATAP | -0.16 | 0.01442 | NA | |
80 | hsa-miR-27a-3p | ATOH7 | 0.31 | 0.70372 | -0.44 | 0.3265 | miRNATAP | -0.39 | 9.0E-5 | NA | |
81 | hsa-miR-107 | ATP11B | -0.29 | 0.76966 | 0.04 | 0.93345 | miRanda | -0.18 | 8.0E-5 | NA | |
82 | hsa-miR-150-5p | ATP1A2 | -0.01 | 0.99407 | 0.82 | 0.16452 | mirMAP | -0.17 | 0.04551 | NA | |
83 | hsa-miR-222-3p | ATP7B | -0.23 | 0.72665 | -0.1 | 0.82198 | miRNAWalker2 validate | -0.23 | 0.00012 | NA | |
84 | hsa-miR-27a-3p | ATP7B | 0.31 | 0.70372 | -0.1 | 0.82198 | miRNAWalker2 validate | -0.17 | 0.00947 | NA | |
85 | hsa-miR-15b-5p | ATXN7L1 | 0.25 | 0.79071 | -0.07 | 0.85984 | miRNATAP | -0.14 | 0.00188 | NA | |
86 | hsa-miR-15b-5p | ATXN7L2 | 0.25 | 0.79071 | -0.31 | 0.35989 | MirTarget; miRNATAP | -0.14 | 0.00644 | NA | |
87 | hsa-miR-15b-5p | ATXN7L3 | 0.25 | 0.79071 | -0.17 | 0.74796 | MirTarget; miRNATAP | -0.12 | 0.00084 | NA | |
88 | hsa-miR-15b-5p | ATXN7L3B | 0.25 | 0.79071 | 0.07 | 0.91876 | MirTarget | -0.12 | 0.00587 | NA | |
89 | hsa-miR-363-3p | B3GALT2 | -0.19 | 0.72862 | 0.01 | 0.97201 | MirTarget | -0.13 | 0.00447 | NA | |
90 | hsa-miR-150-5p | B4GALNT3 | -0.01 | 0.99407 | -0.48 | 0.31202 | mirMAP | -0.24 | 1.0E-5 | NA | |
91 | hsa-miR-27a-3p | B4GALT3 | 0.31 | 0.70372 | 0.01 | 0.97921 | MirTarget; miRNATAP | -0.16 | 0 | 26987623 | B4GALT3 up regulation by miR 27a contributes to the oncogenic activity in human cervical cancer cells; To explore the mechanism of dysregulation B4GALT3 was predicted to be a target of miR-27a; EGFP and pGL3-promoter reporter assay showed miR-27a binds to B4GALT3 3'UTR region but enhanced its expression; Furthermore shR-B4GALT3 counteracted the promotion of malignancies induced by miR-27a suggesting miR-27a upregulates B4GALT3 to enhance tumorigenic activities; Altogether our findings evidenced that B4GALT3 upregulated by miR-27a contributes to the tumorigenic activities by β1-integrin pathway and might provide potential biomarkers for cervical cancer |
92 | hsa-miR-148a-3p | B4GALT5 | -0.32 | 0.74626 | 0.15 | 0.83414 | MirTarget; miRNATAP | -0.13 | 9.0E-5 | NA | |
93 | hsa-miR-148a-3p | BACH2 | -0.32 | 0.74626 | 0 | 0.99992 | MirTarget; miRNATAP | -0.24 | 0.00258 | NA | |
94 | hsa-miR-15b-5p | BACH2 | 0.25 | 0.79071 | 0 | 0.99992 | MirTarget; miRNATAP | -0.21 | 0.04831 | NA | |
95 | hsa-miR-15b-5p | BAMBI | 0.25 | 0.79071 | 0.04 | 0.93137 | miRNAWalker2 validate | -0.29 | 0.02082 | NA | |
96 | hsa-miR-107 | BASP1 | -0.29 | 0.76966 | 0.17 | 0.73896 | miRanda | -0.25 | 0.00948 | NA | |
97 | hsa-miR-15b-5p | BCL2 | 0.25 | 0.79071 | 0 | 0.99871 | miRNAWalker2 validate; miRTarBase | -0.22 | 0.00768 | 25594541; 26915294; 26884837; 18449891 | 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;MiR 15b mediates liver cancer cells proliferation through targeting BCL 2; MiR-15b overexpression downregulated BCL2 mRNA and protein expression obviously P < 0.05; On the contrary miR-15b inhibitor transfection markedly reduced miR-15b expression in liver cancer cells P < 0.05 promoted tumor cell proliferation and increased BCL2 mRNA and protein expression; MiR-15b can inhibit HepG2 cell proliferation and down-regulate BCL2 mRNA and protein expression;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 |
98 | hsa-miR-22-3p | BCL9 | 0.05 | 0.96778 | -0.05 | 0.93891 | MirTarget; miRNATAP | -0.13 | 0.00053 | NA | |
99 | hsa-miR-98-5p | BEGAIN | -0.05 | 0.91078 | -0.06 | 0.86168 | MirTarget | -0.15 | 0.02941 | NA | |
100 | hsa-miR-15b-5p | BEX1 | 0.25 | 0.79071 | 0.21 | 0.77313 | miRNAWalker2 validate | -0.58 | 0.01192 | NA | |
101 | hsa-miR-139-5p | BICD1 | -0.06 | 0.91481 | -0.05 | 0.91735 | miRanda | -0.12 | 0.03466 | NA | |
102 | hsa-miR-221-3p | BMF | -0.26 | 0.74402 | -0.04 | 0.93505 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.33 | 0 | 19671867 | MicroRNA 221 targets Bmf in hepatocellular carcinoma and correlates with tumor multifocality; This study aims to investigate the role of miR-221 in the modulation of Bmf a proapoptotic BH3-only protein and to characterize miR-221 contribution to hepatocarcinogenesis through modulation of apoptosis; Transfection of miR-221 and anti-miR-221 in HCC-derived cell lines and luciferase reporter assay were used to assess Bmf as a target of miR-221; Modulation of miR-221 and Bmf expression contributed to characterize their role in anoikis; Enforced miR-221 expression caused Bmf down-regulation whereas anti-miR-221 induced its up-regulation; A luciferase reporter assay confirmed Bmf as a target of miR-221; Our results indicate that miR-221 by targeting Bmf inhibits apoptosis |
103 | hsa-miR-222-3p | BMF | -0.23 | 0.72665 | -0.04 | 0.93505 | miRNATAP | -0.32 | 0 | NA | |
104 | hsa-miR-148a-3p | BMP3 | -0.32 | 0.74626 | -0.07 | 0.91081 | MirTarget | -0.34 | 0.02164 | NA | |
105 | hsa-miR-22-3p | BMP7 | 0.05 | 0.96778 | 0.87 | 0.27108 | miRNAWalker2 validate; miRTarBase | -0.31 | 0.02757 | NA | |
106 | hsa-miR-150-5p | BMPR1B | -0.01 | 0.99407 | -0.17 | 0.73205 | MirTarget | -0.14 | 0.0018 | NA | |
107 | hsa-miR-221-3p | BNIP3 | -0.26 | 0.74402 | 0.18 | 0.74746 | miRNAWalker2 validate | -0.16 | 0.00384 | NA | |
108 | hsa-miR-127-3p | BOLA1 | 0.23 | 0.82211 | 0.09 | 0.81569 | miRanda | -0.12 | 0.00035 | NA | |
109 | hsa-miR-15b-5p | BRSK2 | 0.25 | 0.79071 | -0.33 | 0.54503 | mirMAP | -0.58 | 0.00054 | NA | |
110 | hsa-miR-22-3p | BRSK2 | 0.05 | 0.96778 | -0.33 | 0.54503 | MirTarget; miRNATAP | -0.3 | 0.01536 | NA | |
111 | hsa-miR-27a-3p | BRSK2 | 0.31 | 0.70372 | -0.33 | 0.54503 | MirTarget; miRNATAP | -0.45 | 0.00152 | NA | |
112 | hsa-miR-222-3p | BRWD3 | -0.23 | 0.72665 | -0.32 | 0.3362 | MirTarget; miRNATAP | -0.13 | 0.00276 | NA | |
113 | hsa-miR-15b-5p | BTBD19 | 0.25 | 0.79071 | -0.16 | 0.65017 | mirMAP | -0.47 | 1.0E-5 | NA | |
114 | hsa-miR-221-3p | BTBD3 | -0.26 | 0.74402 | -0.1 | 0.84572 | miRNATAP | -0.16 | 4.0E-5 | NA | |
115 | hsa-miR-222-3p | BTBD3 | -0.23 | 0.72665 | -0.1 | 0.84572 | miRNATAP | -0.18 | 0 | NA | |
116 | hsa-miR-22-3p | BTF3 | 0.05 | 0.96778 | 0.26 | 0.72879 | miRNAWalker2 validate | -0.22 | 0 | NA | |
117 | hsa-miR-15b-5p | BTG2 | 0.25 | 0.79071 | 0.12 | 0.85326 | MirTarget; miRNATAP | -0.15 | 0.02555 | NA | |
118 | hsa-miR-139-5p | BTN3A1 | -0.06 | 0.91481 | -0.2 | 0.68933 | miRanda | -0.13 | 0.00553 | NA | |
119 | hsa-miR-15b-5p | BTRC | 0.25 | 0.79071 | 0.11 | 0.79104 | MirTarget; miRNATAP | -0.13 | 0.00038 | NA | |
120 | hsa-miR-660-5p | BVES | -0.56 | 0.13827 | -0.21 | 0.59977 | miRNATAP | -0.2 | 0.00606 | NA | |
121 | hsa-miR-98-5p | C10orf105 | -0.05 | 0.91078 | -0.14 | 0.67815 | mirMAP | -0.17 | 0.01213 | NA | |
122 | hsa-miR-197-3p | C11orf45 | 0.02 | 0.98197 | 0.15 | 0.61304 | mirMAP | -0.13 | 0.04078 | NA | |
123 | hsa-miR-27a-3p | C1orf21 | 0.31 | 0.70372 | 0.37 | 0.41244 | mirMAP; miRNATAP | -0.18 | 0.00754 | NA | |
124 | hsa-miR-150-5p | C3orf18 | -0.01 | 0.99407 | -0.03 | 0.93313 | miRNATAP | -0.1 | 6.0E-5 | NA | |
125 | hsa-miR-107 | C5 | -0.29 | 0.76966 | -0.01 | 0.97777 | miRanda | -0.21 | 0.02673 | NA | |
126 | hsa-miR-107 | C9orf69 | -0.29 | 0.76966 | -0.03 | 0.95695 | PITA; miRNATAP | -0.12 | 0.00139 | NA | |
127 | hsa-miR-140-3p | CABLES1 | -0.11 | 0.90778 | 0.18 | 0.73371 | MirTarget | -0.12 | 0.04466 | NA | |
128 | hsa-miR-140-3p | CABLES2 | -0.11 | 0.90778 | -0.07 | 0.89154 | miRNATAP | -0.1 | 0.02075 | NA | |
129 | hsa-miR-27a-3p | CABP1 | 0.31 | 0.70372 | 0.03 | 0.93615 | miRNATAP | -0.24 | 0.00482 | NA | |
130 | hsa-miR-221-3p | CABYR | -0.26 | 0.74402 | -0.16 | 0.63234 | miRNAWalker2 validate; miRNATAP | -0.23 | 0.00033 | NA | |
131 | hsa-miR-222-3p | CABYR | -0.23 | 0.72665 | -0.16 | 0.63234 | miRNAWalker2 validate; miRNATAP | -0.24 | 0.00012 | NA | |
132 | hsa-miR-107 | CACNA1C | -0.29 | 0.76966 | 0.32 | 0.38287 | miRNATAP | -0.22 | 0.02785 | NA | |
133 | hsa-miR-150-5p | CACNA1D | -0.01 | 0.99407 | 0.35 | 0.34276 | MirTarget | -0.17 | 0.00062 | NA | |
134 | hsa-miR-363-3p | CACNA1I | -0.19 | 0.72862 | -0.25 | 0.61966 | MirTarget | -0.22 | 0.00148 | NA | |
135 | hsa-miR-27a-3p | CACNB2 | 0.31 | 0.70372 | -0.31 | 0.17331 | MirTarget; miRNATAP | -0.16 | 0.00525 | NA | |
136 | hsa-miR-221-3p | CACNB4 | -0.26 | 0.74402 | 0.1 | 0.73607 | miRNATAP | -0.22 | 0.00156 | NA | |
137 | hsa-miR-222-3p | CACNB4 | -0.23 | 0.72665 | 0.1 | 0.73607 | miRNATAP | -0.25 | 0.00018 | NA | |
138 | hsa-miR-148a-3p | CADM1 | -0.32 | 0.74626 | 0.62 | 0.29136 | MirTarget | -0.13 | 0.02073 | NA | |
139 | hsa-miR-363-3p | CADM2 | -0.19 | 0.72862 | 0.04 | 0.96269 | MirTarget; mirMAP | -0.32 | 0.00125 | NA | |
140 | hsa-miR-98-5p | CADM2 | -0.05 | 0.91078 | 0.04 | 0.96269 | MirTarget | -0.46 | 0.00085 | NA | |
141 | hsa-miR-107 | CALD1 | -0.29 | 0.76966 | 0.41 | 0.56714 | miRanda | -0.17 | 0.00864 | NA | |
142 | hsa-miR-27a-3p | CALM3 | 0.31 | 0.70372 | -0 | 0.9978 | miRNATAP | -0.13 | 0.00023 | NA | |
143 | hsa-miR-140-3p | CAMK2B | -0.11 | 0.90778 | -0.11 | 0.81595 | mirMAP | -0.37 | 0.00393 | NA | |
144 | hsa-miR-150-5p | CAMK2B | -0.01 | 0.99407 | -0.11 | 0.81595 | mirMAP | -0.26 | 5.0E-5 | NA | |
145 | hsa-miR-107 | CAMKK1 | -0.29 | 0.76966 | -0.61 | 0.05939 | miRNATAP | -0.16 | 0.02491 | NA | |
146 | hsa-miR-15b-5p | CAMKV | 0.25 | 0.79071 | -0.04 | 0.95823 | miRNATAP | -0.5 | 0.00564 | NA | |
147 | hsa-miR-127-3p | CAMTA1 | 0.23 | 0.82211 | 0.04 | 0.93207 | miRanda | -0.12 | 2.0E-5 | NA | |
148 | hsa-miR-221-3p | CAMTA1 | -0.26 | 0.74402 | 0.04 | 0.93207 | MirTarget | -0.11 | 0.00197 | NA | |
149 | hsa-miR-107 | CAPN2 | -0.29 | 0.76966 | -0.22 | 0.75885 | miRanda | -0.16 | 0.00224 | NA | |
150 | hsa-miR-150-5p | CAPN6 | -0.01 | 0.99407 | 0.27 | 0.68775 | miRNATAP | -0.19 | 0.04415 | NA |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | POSITIVE REGULATION OF GENE EXPRESSION | 171 | 1733 | 2.358e-13 | 4.516e-10 |
2 | NEUROGENESIS | 146 | 1402 | 2.912e-13 | 4.516e-10 |
3 | CENTRAL NERVOUS SYSTEM DEVELOPMENT | 105 | 872 | 1.413e-13 | 4.516e-10 |
4 | REGULATION OF NEURON DIFFERENTIATION | 76 | 554 | 6.714e-13 | 7.81e-10 |
5 | POSITIVE REGULATION OF BIOSYNTHETIC PROCESS | 170 | 1805 | 1.418e-11 | 1.32e-08 |
6 | HEAD DEVELOPMENT | 85 | 709 | 4.285e-11 | 3.323e-08 |
7 | REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 88 | 750 | 5.975e-11 | 3.479e-08 |
8 | RESPONSE TO ENDOGENOUS STIMULUS | 142 | 1450 | 5.981e-11 | 3.479e-08 |
9 | REGULATION OF CELL DIFFERENTIATION | 143 | 1492 | 2.312e-10 | 9.78e-08 |
10 | UROGENITAL SYSTEM DEVELOPMENT | 47 | 299 | 1.966e-10 | 9.78e-08 |
11 | REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 164 | 1784 | 2.259e-10 | 9.78e-08 |
12 | FOREBRAIN DEVELOPMENT | 52 | 357 | 3.668e-10 | 1.422e-07 |
13 | NEGATIVE REGULATION OF CELL DIFFERENTIATION | 74 | 609 | 4.449e-10 | 1.592e-07 |
14 | POSITIVE REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 105 | 1004 | 6.923e-10 | 2.301e-07 |
15 | REGULATION OF CELL DEVELOPMENT | 91 | 836 | 1.411e-09 | 4.378e-07 |
16 | CELL DEVELOPMENT | 135 | 1426 | 1.756e-09 | 5.106e-07 |
17 | HOMOPHILIC CELL ADHESION VIA PLASMA MEMBRANE ADHESION MOLECULES | 30 | 153 | 2.041e-09 | 5.585e-07 |
18 | REGULATION OF MULTICELLULAR ORGANISMAL DEVELOPMENT | 152 | 1672 | 2.499e-09 | 6.46e-07 |
19 | CELLULAR RESPONSE TO ENDOGENOUS STIMULUS | 103 | 1008 | 3.583e-09 | 8.775e-07 |
20 | CELL CELL ADHESION VIA PLASMA MEMBRANE ADHESION MOLECULES | 35 | 204 | 3.987e-09 | 9.275e-07 |
21 | PROTEIN LOCALIZATION TO MEMBRANE | 51 | 376 | 6.523e-09 | 1.445e-06 |
22 | NUCLEAR TRANSCRIBED MRNA CATABOLIC PROCESS NONSENSE MEDIATED DECAY | 25 | 118 | 8.635e-09 | 1.747e-06 |
23 | TISSUE DEVELOPMENT | 139 | 1518 | 8.433e-09 | 1.747e-06 |
24 | NEURON DIFFERENTIATION | 91 | 874 | 1.263e-08 | 2.448e-06 |
25 | NEGATIVE REGULATION OF DEVELOPMENTAL PROCESS | 85 | 801 | 1.647e-08 | 2.838e-06 |
26 | CARDIOVASCULAR SYSTEM DEVELOPMENT | 84 | 788 | 1.634e-08 | 2.838e-06 |
27 | CIRCULATORY SYSTEM DEVELOPMENT | 84 | 788 | 1.634e-08 | 2.838e-06 |
28 | MULTICELLULAR ORGANISMAL SIGNALING | 25 | 123 | 2.091e-08 | 3.475e-06 |
29 | CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION | 61 | 513 | 3.479e-08 | 5.581e-06 |
30 | EMBRYO DEVELOPMENT | 91 | 894 | 3.698e-08 | 5.735e-06 |
31 | ESTABLISHMENT OF PROTEIN LOCALIZATION TO MEMBRANE | 39 | 264 | 3.935e-08 | 5.906e-06 |
32 | NEGATIVE REGULATION OF PHOSPHORUS METABOLIC PROCESS | 63 | 541 | 4.53e-08 | 6.358e-06 |
33 | NEGATIVE REGULATION OF PHOSPHATE METABOLIC PROCESS | 63 | 541 | 4.53e-08 | 6.358e-06 |
34 | BIOLOGICAL ADHESION | 101 | 1032 | 4.646e-08 | 6.358e-06 |
35 | CELLULAR COMPONENT MORPHOGENESIS | 91 | 900 | 5.053e-08 | 6.717e-06 |
36 | PROTEIN TARGETING TO MEMBRANE | 28 | 157 | 6.009e-08 | 7.767e-06 |
37 | CELL CELL ADHESION | 68 | 608 | 6.441e-08 | 8.1e-06 |
38 | ORGAN MORPHOGENESIS | 86 | 841 | 7.268e-08 | 8.899e-06 |
39 | APPENDAGE DEVELOPMENT | 29 | 169 | 8.411e-08 | 9.785e-06 |
40 | LIMB DEVELOPMENT | 29 | 169 | 8.411e-08 | 9.785e-06 |
41 | POSITIVE REGULATION OF DEVELOPMENTAL PROCESS | 108 | 1142 | 9.134e-08 | 1.037e-05 |
42 | NEGATIVE REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 38 | 262 | 9.58e-08 | 1.061e-05 |
43 | REGULATION OF ANATOMICAL STRUCTURE MORPHOGENESIS | 99 | 1021 | 9.977e-08 | 1.08e-05 |
44 | NEGATIVE REGULATION OF PHOSPHORYLATION | 52 | 422 | 1.152e-07 | 1.218e-05 |
45 | KIDNEY EPITHELIUM DEVELOPMENT | 24 | 125 | 1.247e-07 | 1.289e-05 |
46 | REGULATION OF PHOSPHORUS METABOLIC PROCESS | 141 | 1618 | 1.378e-07 | 1.394e-05 |
47 | REGULATION OF PROTEIN MODIFICATION PROCESS | 147 | 1710 | 1.654e-07 | 1.638e-05 |
48 | RESPONSE TO GROWTH FACTOR | 56 | 475 | 1.691e-07 | 1.639e-05 |
49 | REGULATION OF SYSTEM PROCESS | 58 | 507 | 2.843e-07 | 2.646e-05 |
50 | REGULATION OF BLOOD CIRCULATION | 40 | 295 | 2.792e-07 | 2.646e-05 |
51 | NEURON PROJECTION DEVELOPMENT | 61 | 545 | 3.007e-07 | 2.743e-05 |
52 | ESTABLISHMENT OF PROTEIN LOCALIZATION TO ENDOPLASMIC RETICULUM | 21 | 104 | 3.124e-07 | 2.795e-05 |
53 | REGULATION OF TRANSPORT | 152 | 1804 | 3.395e-07 | 2.98e-05 |
54 | ENZYME LINKED RECEPTOR PROTEIN SIGNALING PATHWAY | 72 | 689 | 3.832e-07 | 3.302e-05 |
55 | EPITHELIUM DEVELOPMENT | 91 | 945 | 4.563e-07 | 3.725e-05 |
56 | EMBRYONIC MORPHOGENESIS | 60 | 539 | 4.527e-07 | 3.725e-05 |
57 | TUBE MORPHOGENESIS | 42 | 323 | 4.495e-07 | 3.725e-05 |
58 | NEGATIVE REGULATION OF PROTEIN MODIFICATION PROCESS | 66 | 616 | 4.864e-07 | 3.902e-05 |
59 | EMBRYO DEVELOPMENT ENDING IN BIRTH OR EGG HATCHING | 61 | 554 | 5.278e-07 | 4.162e-05 |
60 | INTRACELLULAR SIGNAL TRANSDUCTION | 135 | 1572 | 5.97e-07 | 4.63e-05 |
61 | REGULATION OF PROTEIN SERINE THREONINE KINASE ACTIVITY | 54 | 470 | 6.374e-07 | 4.862e-05 |
62 | TISSUE MORPHOGENESIS | 59 | 533 | 6.801e-07 | 4.868e-05 |
63 | TRANSLATIONAL INITIATION | 25 | 146 | 6.726e-07 | 4.868e-05 |
64 | REGULATION OF CELL PROJECTION ORGANIZATION | 61 | 558 | 6.738e-07 | 4.868e-05 |
65 | NEGATIVE REGULATION OF CELL DEATH | 85 | 872 | 6.711e-07 | 4.868e-05 |
66 | REGULATION OF CELLULAR RESPONSE TO GROWTH FACTOR STIMULUS | 33 | 229 | 7.643e-07 | 5.333e-05 |
67 | MORPHOGENESIS OF AN EPITHELIUM | 48 | 400 | 7.679e-07 | 5.333e-05 |
68 | REGULATION OF HEART CONTRACTION | 32 | 221 | 1.005e-06 | 6.88e-05 |
69 | REGULATION OF WNT SIGNALING PATHWAY | 40 | 310 | 1.025e-06 | 6.912e-05 |
70 | REGULATION OF CELL DEATH | 127 | 1472 | 1.049e-06 | 6.976e-05 |
71 | HEART DEVELOPMENT | 53 | 466 | 1.104e-06 | 7.196e-05 |
72 | REGIONALIZATION | 40 | 311 | 1.113e-06 | 7.196e-05 |
73 | NEGATIVE REGULATION OF NEURON DIFFERENTIATION | 29 | 191 | 1.198e-06 | 7.638e-05 |
74 | NEGATIVE REGULATION OF CELL DEVELOPMENT | 39 | 303 | 1.484e-06 | 9.163e-05 |
75 | PROTEIN LOCALIZATION TO ENDOPLASMIC RETICULUM | 22 | 123 | 1.458e-06 | 9.163e-05 |
76 | PROTEIN PHOSPHORYLATION | 89 | 944 | 1.497e-06 | 9.163e-05 |
77 | POSITIVE REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 50 | 437 | 1.862e-06 | 0.0001125 |
78 | POSITIVE REGULATION OF NEURON DIFFERENTIATION | 39 | 306 | 1.897e-06 | 0.0001132 |
79 | TUBE DEVELOPMENT | 59 | 552 | 2.126e-06 | 0.0001252 |
80 | REGULATION OF ORGANELLE ORGANIZATION | 105 | 1178 | 2.302e-06 | 0.0001339 |
81 | REGULATION OF CELL PROLIFERATION | 127 | 1496 | 2.412e-06 | 0.0001386 |
82 | MESONEPHROS DEVELOPMENT | 18 | 90 | 2.487e-06 | 0.0001411 |
83 | MULTI ORGANISM METABOLIC PROCESS | 23 | 138 | 3.002e-06 | 0.0001672 |
84 | POSITIVE REGULATION OF CELL DIFFERENTIATION | 79 | 823 | 3.018e-06 | 0.0001672 |
85 | REGULATION OF NEURON PROJECTION DEVELOPMENT | 47 | 408 | 3.13e-06 | 0.0001714 |
86 | REGULATION OF CELLULAR LOCALIZATION | 111 | 1277 | 3.774e-06 | 0.0002023 |
87 | CELLULAR MACROMOLECULE LOCALIZATION | 108 | 1234 | 3.783e-06 | 0.0002023 |
88 | NEURON DEVELOPMENT | 68 | 687 | 5.364e-06 | 0.0002836 |
89 | SENSORY ORGAN DEVELOPMENT | 53 | 493 | 5.892e-06 | 0.000308 |
90 | PATTERN SPECIFICATION PROCESS | 47 | 418 | 6.038e-06 | 0.0003122 |
91 | REGULATION OF TRANSMEMBRANE RECEPTOR PROTEIN SERINE THREONINE KINASE SIGNALING PATHWAY | 29 | 207 | 6.187e-06 | 0.0003164 |
92 | POSITIVE REGULATION OF ORGANELLE ORGANIZATION | 59 | 573 | 6.845e-06 | 0.0003462 |
93 | POSITIVE REGULATION OF CELLULAR COMPONENT ORGANIZATION | 101 | 1152 | 7.368e-06 | 0.0003686 |
94 | REGULATION OF CYCLIN DEPENDENT PROTEIN KINASE ACTIVITY | 18 | 97 | 7.565e-06 | 0.0003745 |
95 | MORPHOGENESIS OF A BRANCHING STRUCTURE | 25 | 167 | 8.25e-06 | 0.0004041 |
96 | CELLULAR RESPONSE TO ORGANIC SUBSTANCE | 148 | 1848 | 8.499e-06 | 0.0004119 |
97 | REGULATION OF INTRACELLULAR SIGNAL TRANSDUCTION | 135 | 1656 | 9.246e-06 | 0.0004435 |
98 | REGULATION OF CELLULAR COMPONENT BIOGENESIS | 73 | 767 | 9.664e-06 | 0.0004561 |
99 | MOVEMENT OF CELL OR SUBCELLULAR COMPONENT | 109 | 1275 | 9.72e-06 | 0.0004561 |
100 | STEM CELL DIFFERENTIATION | 27 | 190 | 9.803e-06 | 0.0004561 |
101 | HEART MORPHOGENESIS | 29 | 212 | 9.904e-06 | 0.0004563 |
102 | RESPONSE TO HORMONE | 82 | 893 | 1.052e-05 | 0.000475 |
103 | NEURON PROJECTION MORPHOGENESIS | 45 | 402 | 1.062e-05 | 0.000475 |
104 | BEHAVIOR | 54 | 516 | 1.052e-05 | 0.000475 |
105 | POSITIVE REGULATION OF CELL COMMUNICATION | 126 | 1532 | 1.247e-05 | 0.0005452 |
106 | SKELETAL SYSTEM DEVELOPMENT | 49 | 455 | 1.254e-05 | 0.0005452 |
107 | CARDIAC CONDUCTION | 16 | 82 | 1.238e-05 | 0.0005452 |
108 | RNA CATABOLIC PROCESS | 30 | 227 | 1.394e-05 | 0.0006006 |
109 | ANATOMICAL STRUCTURE FORMATION INVOLVED IN MORPHOGENESIS | 86 | 957 | 1.451e-05 | 0.0006136 |
110 | REGULATION OF KINASE ACTIVITY | 73 | 776 | 1.439e-05 | 0.0006136 |
111 | POSITIVE REGULATION OF CELL DEVELOPMENT | 50 | 472 | 1.602e-05 | 0.0006715 |
112 | REGULATION OF TRANSFERASE ACTIVITY | 85 | 946 | 1.636e-05 | 0.0006797 |
113 | POSITIVE REGULATION OF CELL DEATH | 60 | 605 | 1.801e-05 | 0.0007414 |
114 | POSITIVE REGULATION OF PROTEIN SERINE THREONINE KINASE ACTIVITY | 35 | 289 | 1.924e-05 | 0.0007718 |
115 | RESPIRATORY SYSTEM DEVELOPMENT | 27 | 197 | 1.913e-05 | 0.0007718 |
116 | REGULATION OF CATION TRANSMEMBRANE TRANSPORT | 28 | 208 | 1.893e-05 | 0.0007718 |
117 | REGULATION OF INTRACELLULAR TRANSPORT | 61 | 621 | 2.049e-05 | 0.000815 |
118 | MEMBRANE ORGANIZATION | 81 | 899 | 2.353e-05 | 0.0009277 |
119 | REGULATION OF CYTOPLASMIC TRANSPORT | 50 | 481 | 2.646e-05 | 0.001026 |
120 | CELL PROJECTION ORGANIZATION | 81 | 902 | 2.646e-05 | 0.001026 |
121 | SOMITE DEVELOPMENT | 15 | 78 | 2.754e-05 | 0.001059 |
122 | HINDBRAIN DEVELOPMENT | 21 | 137 | 2.968e-05 | 0.001132 |
123 | NEGATIVE REGULATION OF NITROGEN COMPOUND METABOLIC PROCESS | 123 | 1517 | 3.057e-05 | 0.001156 |
124 | RHYTHMIC PROCESS | 35 | 298 | 3.681e-05 | 0.001381 |
125 | NEGATIVE REGULATION OF RESPONSE TO STIMULUS | 112 | 1360 | 3.711e-05 | 0.001381 |
126 | NEGATIVE REGULATION OF MULTICELLULAR ORGANISMAL PROCESS | 86 | 983 | 3.87e-05 | 0.001429 |
127 | TELENCEPHALON DEVELOPMENT | 29 | 228 | 3.959e-05 | 0.00145 |
128 | NEGATIVE REGULATION OF PROTEIN METABOLIC PROCESS | 93 | 1087 | 4.362e-05 | 0.001586 |
129 | REGULATION OF TRANSMEMBRANE TRANSPORT | 45 | 426 | 4.487e-05 | 0.001618 |
130 | BRANCHING MORPHOGENESIS OF AN EPITHELIAL TUBE | 20 | 131 | 4.829e-05 | 0.001728 |
131 | POSITIVE REGULATION OF MOLECULAR FUNCTION | 140 | 1791 | 5.004e-05 | 0.001777 |
132 | POSITIVE REGULATION OF CELL PROJECTION ORGANIZATION | 35 | 303 | 5.196e-05 | 0.001832 |
133 | REGULATION OF PROTEIN LOCALIZATION | 83 | 950 | 5.538e-05 | 0.001937 |
134 | NEGATIVE REGULATION OF CELL PROLIFERATION | 61 | 643 | 5.687e-05 | 0.001975 |
135 | PHOSPHORYLATION | 102 | 1228 | 6.013e-05 | 0.002073 |
136 | NEGATIVE REGULATION OF TRANSPORT | 47 | 458 | 6.277e-05 | 0.002148 |
137 | REGULATION OF MUSCLE TISSUE DEVELOPMENT | 17 | 103 | 6.457e-05 | 0.002193 |
138 | MESENCHYMAL CELL DIFFERENTIATION | 20 | 134 | 6.7e-05 | 0.002238 |
139 | CELLULAR RESPONSE TO HORMONE STIMULUS | 54 | 552 | 6.734e-05 | 0.002238 |
140 | INSULIN LIKE GROWTH FACTOR RECEPTOR SIGNALING PATHWAY | 6 | 14 | 6.638e-05 | 0.002238 |
141 | POSITIVE REGULATION OF MULTICELLULAR ORGANISMAL PROCESS | 113 | 1395 | 6.817e-05 | 0.00225 |
142 | SOMATIC STEM CELL POPULATION MAINTENANCE | 13 | 66 | 7.19e-05 | 0.002323 |
143 | ACTION POTENTIAL | 16 | 94 | 7.18e-05 | 0.002323 |
144 | NEURAL TUBE FORMATION | 16 | 94 | 7.18e-05 | 0.002323 |
145 | SINGLE ORGANISM BEHAVIOR | 41 | 384 | 7.596e-05 | 0.002437 |
146 | RESPONSE TO ESTRADIOL | 21 | 146 | 7.72e-05 | 0.00246 |
147 | NEPHRON DEVELOPMENT | 18 | 115 | 8.15e-05 | 0.00258 |
148 | SPINAL CORD DEVELOPMENT | 17 | 106 | 9.346e-05 | 0.002938 |
149 | INTRACELLULAR PROTEIN TRANSPORT | 70 | 781 | 9.855e-05 | 0.003078 |
150 | GLAND MORPHOGENESIS | 16 | 97 | 0.0001058 | 0.003161 |
151 | SECOND MESSENGER MEDIATED SIGNALING | 22 | 160 | 0.0001043 | 0.003161 |
152 | ANTERIOR POSTERIOR PATTERN SPECIFICATION | 25 | 194 | 0.0001065 | 0.003161 |
153 | REGULATION OF SYNAPTIC VESICLE EXOCYTOSIS | 7 | 21 | 0.0001064 | 0.003161 |
154 | EYE DEVELOPMENT | 36 | 326 | 0.0001037 | 0.003161 |
155 | CONNECTIVE TISSUE DEVELOPMENT | 25 | 194 | 0.0001065 | 0.003161 |
156 | PROTEIN LOCALIZATION | 139 | 1805 | 0.0001067 | 0.003161 |
157 | NEURON PROJECTION GUIDANCE | 26 | 205 | 0.0001021 | 0.003161 |
158 | REGULATION OF GLYCOGEN METABOLIC PROCESS | 9 | 35 | 0.0001084 | 0.003193 |
159 | CELL PROLIFERATION | 62 | 672 | 0.0001098 | 0.003213 |
160 | REGULATION OF POLYSACCHARIDE METABOLIC PROCESS | 10 | 43 | 0.0001137 | 0.003306 |
161 | TUBE FORMATION | 19 | 129 | 0.0001209 | 0.003495 |
162 | PROTEIN TARGETING | 42 | 406 | 0.0001268 | 0.003597 |
163 | TRANSMEMBRANE RECEPTOR PROTEIN TYROSINE KINASE SIGNALING PATHWAY | 49 | 498 | 0.0001253 | 0.003597 |
164 | REGULATION OF CELL MORPHOGENESIS | 53 | 552 | 0.0001266 | 0.003597 |
165 | NEGATIVE REGULATION OF GENE EXPRESSION | 118 | 1493 | 0.0001307 | 0.003685 |
166 | CELL MORPHOGENESIS INVOLVED IN NEURON DIFFERENTIATION | 39 | 368 | 0.0001317 | 0.003692 |
167 | POSITIVE REGULATION OF NEURON PROJECTION DEVELOPMENT | 28 | 232 | 0.0001341 | 0.003737 |
168 | POSITIVE REGULATION OF GLUCOSE METABOLIC PROCESS | 9 | 36 | 0.0001374 | 0.003804 |
169 | REGULATION OF HOMEOSTATIC PROCESS | 45 | 447 | 0.000139 | 0.003827 |
170 | NEGATIVE REGULATION OF CELLULAR RESPONSE TO GROWTH FACTOR STIMULUS | 18 | 121 | 0.0001589 | 0.004299 |
171 | GROWTH | 42 | 410 | 0.0001572 | 0.004299 |
172 | DEVELOPMENTAL GROWTH | 36 | 333 | 0.0001589 | 0.004299 |
173 | CELL CELL SIGNALING | 68 | 767 | 0.0001698 | 0.004567 |
174 | CARDIAC MUSCLE CELL ACTION POTENTIAL | 9 | 37 | 0.0001725 | 0.004612 |
175 | CENTRAL NERVOUS SYSTEM NEURON DIFFERENTIATION | 22 | 166 | 0.0001797 | 0.004752 |
176 | NEGATIVE REGULATION OF CELLULAR COMPONENT ORGANIZATION | 62 | 684 | 0.0001792 | 0.004752 |
177 | POSITIVE REGULATION OF TRANSFERASE ACTIVITY | 57 | 616 | 0.0001904 | 0.005005 |
178 | KIDNEY MORPHOGENESIS | 14 | 82 | 0.0001931 | 0.005012 |
179 | NEGATIVE REGULATION OF TRANSMEMBRANE RECEPTOR PROTEIN SERINE THREONINE KINASE SIGNALING PATHWAY | 16 | 102 | 0.0001939 | 0.005012 |
180 | NEGATIVE REGULATION OF CELL COMMUNICATION | 97 | 1192 | 0.0001923 | 0.005012 |
181 | MESENCHYME DEVELOPMENT | 24 | 190 | 0.0001974 | 0.005048 |
182 | TRANSMEMBRANE RECEPTOR PROTEIN SERINE THREONINE KINASE SIGNALING PATHWAY | 24 | 190 | 0.0001974 | 0.005048 |
183 | REGULATION OF HEART RATE BY CARDIAC CONDUCTION | 8 | 30 | 0.0001989 | 0.005057 |
184 | NEGATIVE REGULATION OF KINASE ACTIVITY | 29 | 250 | 0.0002052 | 0.005095 |
185 | REGULATION OF ACTIN FILAMENT BASED PROCESS | 34 | 312 | 0.0002054 | 0.005095 |
186 | REGULATION OF HORMONE SECRETION | 30 | 262 | 0.0002022 | 0.005095 |
187 | POSITIVE REGULATION OF PROTEIN MODIFICATION PROCESS | 93 | 1135 | 0.0002059 | 0.005095 |
188 | NEUROTROPHIN SIGNALING PATHWAY | 7 | 23 | 0.0002031 | 0.005095 |
189 | POSITIVE REGULATION OF KINASE ACTIVITY | 47 | 482 | 0.0002104 | 0.005153 |
190 | REGULATION OF METAL ION TRANSPORT | 35 | 325 | 0.0002098 | 0.005153 |
191 | REGULATION OF MUSCLE ORGAN DEVELOPMENT | 16 | 103 | 0.0002177 | 0.005303 |
192 | COGNITION | 29 | 251 | 0.0002198 | 0.005326 |
193 | NEPHRON EPITHELIUM DEVELOPMENT | 15 | 93 | 0.0002223 | 0.005331 |
194 | REGULATION OF ION TRANSPORT | 55 | 592 | 0.0002216 | 0.005331 |
195 | SMALL GTPASE MEDIATED SIGNAL TRANSDUCTION | 37 | 352 | 0.000228 | 0.00544 |
196 | POSITIVE REGULATION OF PHOSPHATE METABOLIC PROCESS | 86 | 1036 | 0.0002339 | 0.005524 |
197 | POSITIVE REGULATION OF PHOSPHORUS METABOLIC PROCESS | 86 | 1036 | 0.0002339 | 0.005524 |
198 | POSITIVE REGULATION OF GLYCOGEN METABOLIC PROCESS | 6 | 17 | 0.0002361 | 0.005549 |
199 | CARTILAGE DEVELOPMENT | 20 | 147 | 0.0002439 | 0.005704 |
200 | POSITIVE REGULATION OF TRANSPORT | 79 | 936 | 0.0002515 | 0.005852 |
201 | EMBRYONIC ORGAN DEVELOPMENT | 41 | 406 | 0.0002532 | 0.005861 |
202 | EPITHELIAL TO MESENCHYMAL TRANSITION | 11 | 56 | 0.0002617 | 0.006 |
203 | POSITIVE REGULATION OF MUSCLE TISSUE DEVELOPMENT | 11 | 56 | 0.0002617 | 0.006 |
204 | MEMBRANE DEPOLARIZATION DURING ACTION POTENTIAL | 9 | 39 | 0.0002652 | 0.006049 |
205 | NEGATIVE REGULATION OF PROTEIN SERINE THREONINE KINASE ACTIVITY | 18 | 126 | 0.0002666 | 0.006051 |
206 | REGULATION OF MEMBRANE POTENTIAL | 36 | 343 | 0.0002834 | 0.00637 |
207 | GLAND DEVELOPMENT | 40 | 395 | 0.0002829 | 0.00637 |
208 | REGULATION OF CALCIUM ION TRANSMEMBRANE TRANSPORT | 17 | 116 | 0.0002872 | 0.006424 |
209 | NEURAL TUBE DEVELOPMENT | 20 | 149 | 0.0002927 | 0.006515 |
210 | NEURAL NUCLEUS DEVELOPMENT | 12 | 66 | 0.0002982 | 0.006606 |
211 | REGULATION OF GLUCOSE METABOLIC PROCESS | 16 | 106 | 0.0003049 | 0.006723 |
212 | ACTIN FILAMENT BASED PROCESS | 44 | 450 | 0.0003116 | 0.006839 |
213 | REGULATION OF SYNAPSE STRUCTURE OR ACTIVITY | 27 | 232 | 0.0003174 | 0.006933 |
214 | HEMATOPOIETIC STEM CELL DIFFERENTIATION | 5 | 12 | 0.0003289 | 0.007152 |
215 | POSITIVE REGULATION OF CELL PROLIFERATION | 70 | 814 | 0.0003316 | 0.007177 |
216 | PHOSPHATE CONTAINING COMPOUND METABOLIC PROCESS | 147 | 1977 | 0.000334 | 0.007194 |
217 | NEGATIVE REGULATION OF WNT SIGNALING PATHWAY | 24 | 197 | 0.0003411 | 0.007314 |
218 | REGULATION OF CALCIUM ION TRANSPORT | 25 | 209 | 0.0003436 | 0.007334 |
219 | EMBRYONIC PATTERN SPECIFICATION | 11 | 58 | 0.0003608 | 0.007666 |
220 | DIENCEPHALON DEVELOPMENT | 13 | 77 | 0.0003625 | 0.007667 |
221 | REGULATION OF EPITHELIAL CELL PROLIFERATION | 31 | 285 | 0.0003963 | 0.008343 |
222 | NEURON RECOGNITION | 8 | 33 | 0.0004054 | 0.00846 |
223 | VASCULATURE DEVELOPMENT | 45 | 469 | 0.0004042 | 0.00846 |
224 | REGULATION OF CANONICAL WNT SIGNALING PATHWAY | 27 | 236 | 0.0004169 | 0.008622 |
225 | PALLIUM DEVELOPMENT | 20 | 153 | 0.0004161 | 0.008622 |
226 | REGULATION OF TRANSFORMING GROWTH FACTOR BETA RECEPTOR SIGNALING PATHWAY | 15 | 99 | 0.0004462 | 0.009105 |
227 | REGULATION OF CELLULAR RESPONSE TO TRANSFORMING GROWTH FACTOR BETA STIMULUS | 15 | 99 | 0.0004462 | 0.009105 |
228 | LIPID PHOSPHORYLATION | 15 | 99 | 0.0004462 | 0.009105 |
229 | POSITIVE REGULATION OF AXONOGENESIS | 12 | 69 | 0.0004566 | 0.009277 |
230 | REGULATION OF GENERATION OF PRECURSOR METABOLITES AND ENERGY | 14 | 89 | 0.0004637 | 0.00938 |
231 | NEURON MIGRATION | 16 | 110 | 0.0004668 | 0.009403 |
232 | MAINTENANCE OF CELL NUMBER | 18 | 132 | 0.0004753 | 0.009532 |
233 | NEGATIVE REGULATION OF BMP SIGNALING PATHWAY | 9 | 42 | 0.0004788 | 0.009562 |
234 | METENCEPHALON DEVELOPMENT | 15 | 100 | 0.0004979 | 0.0099 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | NUCLEIC ACID BINDING TRANSCRIPTION FACTOR ACTIVITY | 118 | 1199 | 2.243e-09 | 2.083e-06 |
2 | KINASE ACTIVITY | 85 | 842 | 1.523e-07 | 6.475e-05 |
3 | SEQUENCE SPECIFIC DNA BINDING | 99 | 1037 | 2.091e-07 | 6.475e-05 |
4 | PROTEIN KINASE ACTIVITY | 67 | 640 | 9.161e-07 | 0.0002128 |
5 | REGULATORY REGION NUCLEIC ACID BINDING | 80 | 818 | 1.268e-06 | 0.0002356 |
6 | RIBONUCLEOTIDE BINDING | 152 | 1860 | 2.045e-06 | 0.0003166 |
7 | ADENYL NUCLEOTIDE BINDING | 127 | 1514 | 4.396e-06 | 0.0005834 |
8 | INSULIN RECEPTOR BINDING | 10 | 32 | 6.763e-06 | 0.0007854 |
9 | TRANSFERASE ACTIVITY TRANSFERRING PHOSPHORUS CONTAINING GROUPS | 89 | 992 | 1.092e-05 | 0.001127 |
10 | ION CHANNEL BINDING | 19 | 111 | 1.439e-05 | 0.001337 |
11 | PROTEIN DOMAIN SPECIFIC BINDING | 61 | 624 | 2.367e-05 | 0.001999 |
12 | DOUBLE STRANDED DNA BINDING | 71 | 764 | 2.808e-05 | 0.002174 |
13 | MACROMOLECULAR COMPLEX BINDING | 114 | 1399 | 4.933e-05 | 0.003525 |
14 | KINASE BINDING | 58 | 606 | 6.751e-05 | 0.00448 |
15 | ENZYME BINDING | 135 | 1737 | 8.966e-05 | 0.005553 |
16 | CALCIUM ION BINDING | 64 | 697 | 9.806e-05 | 0.005694 |
17 | RECEPTOR SIGNALING PROTEIN ACTIVITY | 23 | 172 | 0.0001129 | 0.006172 |
18 | PROTEIN SERINE THREONINE KINASE ACTIVITY | 45 | 445 | 0.0001254 | 0.006473 |
19 | RNA POLYMERASE II TRANSCRIPTION COACTIVATOR ACTIVITY | 9 | 36 | 0.0001374 | 0.006716 |
20 | CHANNEL REGULATOR ACTIVITY | 19 | 131 | 0.0001488 | 0.006913 |
21 | STRUCTURAL CONSTITUENT OF RIBOSOME | 26 | 212 | 0.000177 | 0.007832 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | NEURON PROJECTION | 110 | 942 | 2.728e-13 | 1.593e-10 |
2 | NEURON PART | 128 | 1265 | 7.115e-11 | 2.078e-08 |
3 | CELL PROJECTION | 160 | 1786 | 2.527e-09 | 4.92e-07 |
4 | CYTOSOLIC RIBOSOME | 24 | 113 | 1.622e-08 | 2.368e-06 |
5 | SYNAPSE | 81 | 754 | 2.117e-08 | 2.472e-06 |
6 | CELL JUNCTION | 105 | 1151 | 7.912e-07 | 6.6e-05 |
7 | SOMATODENDRITIC COMPARTMENT | 68 | 650 | 7.783e-07 | 6.6e-05 |
8 | CYTOSOLIC LARGE RIBOSOMAL SUBUNIT | 15 | 61 | 1.101e-06 | 8.035e-05 |
9 | CATION CHANNEL COMPLEX | 26 | 167 | 2.616e-06 | 0.0001698 |
10 | DENDRITE | 50 | 451 | 4.584e-06 | 0.0002677 |
11 | SYNAPSE PART | 62 | 610 | 6.072e-06 | 0.0003224 |
12 | CYTOSOLIC PART | 30 | 223 | 9.795e-06 | 0.0004767 |
13 | SITE OF POLARIZED GROWTH | 23 | 149 | 1.123e-05 | 0.0005043 |
14 | RIBOSOMAL SUBUNIT | 24 | 163 | 1.65e-05 | 0.0006884 |
15 | CELL PROJECTION PART | 84 | 946 | 2.817e-05 | 0.001097 |
16 | POTASSIUM CHANNEL COMPLEX | 16 | 90 | 4.156e-05 | 0.001517 |
17 | EXCITATORY SYNAPSE | 26 | 197 | 5.215e-05 | 0.001731 |
18 | POSTSYNAPSE | 41 | 378 | 5.334e-05 | 0.001731 |
19 | AXON | 44 | 418 | 5.899e-05 | 0.001813 |
20 | PLASMA MEMBRANE REGION | 81 | 929 | 7.288e-05 | 0.002128 |
21 | LARGE RIBOSOMAL SUBUNIT | 16 | 95 | 8.186e-05 | 0.002173 |
22 | MEMBRANE REGION | 95 | 1134 | 7.929e-05 | 0.002173 |
23 | CYTOPLASMIC SIDE OF MEMBRANE | 23 | 170 | 9.434e-05 | 0.002395 |
24 | RIBOSOME | 27 | 226 | 0.0002073 | 0.005044 |
25 | CYCLIN DEPENDENT PROTEIN KINASE HOLOENZYME COMPLEX | 8 | 31 | 0.0002549 | 0.005953 |
26 | CELL BODY | 47 | 494 | 0.0003669 | 0.008242 |
27 | EXTRINSIC COMPONENT OF CYTOPLASMIC SIDE OF PLASMA MEMBRANE | 15 | 98 | 0.0003991 | 0.008632 |
28 | TRANSFERASE COMPLEX TRANSFERRING PHOSPHORUS CONTAINING GROUPS | 27 | 237 | 0.0004457 | 0.009296 |
Num | Pathway | Pathview | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|---|
1 | Hippo_signaling_pathway_hsa04390 | 23 | 154 | 1.945e-05 | 0.001011 | |
2 | PI3K_Akt_signaling_pathway_hsa04151 | 39 | 352 | 5.061e-05 | 0.001316 | |
3 | FoxO_signaling_pathway_hsa04068 | 19 | 132 | 0.0001648 | 0.002358 | |
4 | Hedgehog_signaling_pathway_hsa04340 | 10 | 47 | 0.0002498 | 0.002358 | |
5 | TGF_beta_signaling_pathway_hsa04350 | 14 | 84 | 0.0002509 | 0.002358 | |
6 | Rap1_signaling_pathway_hsa04015 | 25 | 206 | 0.0002752 | 0.002358 | |
7 | Ras_signaling_pathway_hsa04014 | 27 | 232 | 0.0003174 | 0.002358 | |
8 | AMPK_signaling_pathway_hsa04152 | 17 | 121 | 0.0004758 | 0.003093 | |
9 | MAPK_signaling_pathway_hsa04010 | 31 | 295 | 0.0007116 | 0.003873 | |
10 | Apelin_signaling_pathway_hsa04371 | 18 | 137 | 0.0007448 | 0.003873 | |
11 | Signaling_pathways_regulating_pluripotency_of_stem_cells_hsa04550 | 18 | 139 | 0.0008846 | 0.004182 | |
12 | Wnt_signaling_pathway_hsa04310 | 18 | 146 | 0.001564 | 0.006317 | |
13 | Tight_junction_hsa04530 | 20 | 170 | 0.001579 | 0.006317 | |
14 | Cellular_senescence_hsa04218 | 18 | 160 | 0.004277 | 0.01497 | |
15 | cAMP_signaling_pathway_hsa04024 | 21 | 198 | 0.004317 | 0.01497 | |
16 | p53_signaling_pathway_hsa04115 | 10 | 68 | 0.004784 | 0.01555 | |
17 | Adherens_junction_hsa04520 | 10 | 72 | 0.007201 | 0.02203 | |
18 | cGMP_PKG_signaling_pathway_hsa04022 | 17 | 163 | 0.01124 | 0.03248 | |
19 | Phospholipase_D_signaling_pathway_hsa04072 | 15 | 146 | 0.01876 | 0.05136 | |
20 | ErbB_signaling_pathway_hsa04012 | 10 | 85 | 0.0218 | 0.05591 | |
21 | Cell_cycle_hsa04110 | 13 | 124 | 0.02365 | 0.05591 | |
22 | Oocyte_meiosis_hsa04114 | 13 | 124 | 0.02365 | 0.05591 | |
23 | Cell_adhesion_molecules_.CAMs._hsa04514 | 14 | 145 | 0.03603 | 0.08146 | |
24 | Apoptosis_hsa04210 | 13 | 138 | 0.04982 | 0.108 | |
25 | Hippo_signaling_pathway_multiple_species_hsa04392 | 4 | 29 | 0.07915 | 0.1646 | |
26 | Regulation_of_actin_cytoskeleton_hsa04810 | 17 | 208 | 0.08319 | 0.1664 | |
27 | mTOR_signaling_pathway_hsa04150 | 13 | 151 | 0.08768 | 0.1689 | |
28 | Focal_adhesion_hsa04510 | 16 | 199 | 0.101 | 0.1876 | |
29 | Autophagy_animal_hsa04140 | 11 | 128 | 0.1108 | 0.1986 | |
30 | Sphingolipid_signaling_pathway_hsa04071 | 10 | 118 | 0.1327 | 0.2299 | |
31 | Calcium_signaling_pathway_hsa04020 | 14 | 182 | 0.1526 | 0.256 | |
32 | Peroxisome_hsa04146 | 7 | 83 | 0.1906 | 0.3097 | |
33 | Gap_junction_hsa04540 | 7 | 88 | 0.2315 | 0.3649 | |
34 | VEGF_signaling_pathway_hsa04370 | 5 | 59 | 0.2419 | 0.3699 | |
35 | Apoptosis_multiple_species_hsa04215 | 3 | 33 | 0.2873 | 0.4269 | |
36 | Neuroactive_ligand_receptor_interaction_hsa04080 | 17 | 278 | 0.4096 | 0.5916 | |
37 | Jak_STAT_signaling_pathway_hsa04630 | 10 | 162 | 0.4378 | 0.6152 | |
38 | Phosphatidylinositol_signaling_system_hsa04070 | 6 | 99 | 0.4937 | 0.6401 | |
39 | ECM_receptor_interaction_hsa04512 | 5 | 82 | 0.4998 | 0.6401 | |
40 | HIF_1_signaling_pathway_hsa04066 | 6 | 100 | 0.5035 | 0.6401 | |
41 | Mitophagy_animal_hsa04137 | 4 | 65 | 0.5072 | 0.6401 | |
42 | Notch_signaling_pathway_hsa04330 | 3 | 48 | 0.517 | 0.6401 | |
43 | Necroptosis_hsa04217 | 9 | 164 | 0.5885 | 0.7117 | |
44 | Ferroptosis_hsa04216 | 2 | 40 | 0.6707 | 0.7926 | |
45 | ABC_transporters_hsa02010 | 2 | 45 | 0.7324 | 0.8463 | |
46 | Endocytosis_hsa04144 | 11 | 244 | 0.8225 | 0.9297 | |
47 | Cytokine_cytokine_receptor_interaction_hsa04060 | 12 | 270 | 0.8443 | 0.9341 | |
48 | TNF_signaling_pathway_hsa04668 | 4 | 108 | 0.8677 | 0.94 | |
49 | NF_kappa_B_signaling_pathway_hsa04064 | 3 | 95 | 0.9113 | 0.9671 | |
50 | Lysosome_hsa04142 | 3 | 123 | 0.9733 | 1 | |
51 | Phagosome_hsa04145 | 3 | 152 | 0.9929 | 1 |