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-145-5p | ADAM17 | -3.56 | 0 | 1.46 | 0.00716 | miRNAWalker2 validate | -0.11 | 0.00806 | 25174729; 23441135 | MicroRNA 145 inhibits cell proliferation by directly targeting ADAM17 in hepatocellular carcinoma; In the present study we showed that miR-145 is able to significantly reduce mRNA and protein expression levels of A disintegrin and metalloproteinase 17 ADAM17 in liver cancer cells SMMC-7721 BEL-7402 and Huh-7; Dual luciferase reporter assays confirmed that ADAM17 is a direct target of miR-145; In conclusion miR-145 inhibits liver cancer cell proliferation by directly targeting ADAM17;MicroRNA 145 targets the metalloprotease ADAM17 and is suppressed in renal cell carcinoma patients; Furthermore we show that ADAM17 negatively regulates miR-145 through tumor necrosis factor-α resulting in a reciprocal negative feedback loop; In this study the expression of ADAM17 and miR-145 correlated negatively in renal cancer tumor tissues and cell lines suggesting an important regulatory mechanism; Additionally we showed that the regulation of ADAM17 is partly involved in the effects of miR-145 on proliferation and migration whereas no involvement in chemosensitivity was observed; In summary miR-145 is downregulated in renal cancer patients which leads to the up-regulation of ADAM17 in renal cancer; Importantly miR-145 and ADAM17 are regulated in a reciprocal negative feedback loop |
2 | hsa-miR-21-3p | CREBBP | 3.5 | 0 | -0.4 | 0.18067 | MirTarget | -0.14 | 0 | NA | |
3 | hsa-miR-590-3p | CREBBP | 2.35 | 0 | -0.4 | 0.18067 | PITA; miRanda; mirMAP; miRNATAP | -0.1 | 0.00219 | NA | |
4 | hsa-miR-342-3p | CTBP2 | 1.31 | 0.02072 | -0.53 | 0.12195 | MirTarget; PITA; miRanda; miRNATAP | -0.13 | 0.00023 | NA | |
5 | hsa-miR-34a-5p | DLL1 | 0.83 | 0.04775 | -1.05 | 0.27477 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.37 | 0.0045 | 22438124 | Delta tocotrienol suppresses Notch 1 pathway by upregulating miR 34a in nonsmall cell lung cancer cells |
6 | hsa-miR-429 | DLL1 | 6.4 | 0 | -1.05 | 0.27477 | miRanda; miRNATAP | -0.18 | 0.00942 | NA | |
7 | hsa-let-7a-3p | DLL4 | 0.83 | 0.04681 | -2.41 | 4.0E-5 | miRNATAP | -0.27 | 0.00085 | NA | |
8 | hsa-let-7b-3p | DLL4 | 0.59 | 0.20051 | -2.41 | 4.0E-5 | miRNATAP | -0.39 | 0 | NA | |
9 | hsa-miR-15b-5p | DLL4 | 3.32 | 0 | -2.41 | 4.0E-5 | miRNATAP | -0.32 | 0 | NA | |
10 | hsa-miR-16-5p | DLL4 | 2.94 | 0 | -2.41 | 4.0E-5 | miRNATAP | -0.34 | 0 | NA | |
11 | hsa-miR-429 | DLL4 | 6.4 | 0 | -2.41 | 4.0E-5 | miRanda | -0.18 | 2.0E-5 | NA | |
12 | hsa-miR-3199 | DTX1 | -0.38 | 0.52979 | -0.06 | 0.93478 | miRNATAP | -0.24 | 0.00051 | NA | |
13 | hsa-miR-421 | DTX1 | 1.98 | 0.00092 | -0.06 | 0.93478 | PITA; miRanda; miRNATAP | -0.19 | 0.00671 | NA | |
14 | hsa-let-7e-5p | DTX2 | -0.11 | 0.81474 | 1.72 | 0.00044 | miRNATAP | -0.2 | 0.00084 | NA | |
15 | hsa-miR-92b-3p | DTX2 | 1.69 | 0.01035 | 1.72 | 0.00044 | miRNATAP | -0.21 | 0 | NA | |
16 | hsa-miR-185-5p | DTX3 | 2.47 | 0 | -1.87 | 0.00194 | MirTarget | -0.26 | 0.00051 | NA | |
17 | hsa-miR-182-5p | DTX3L | 5.87 | 0 | 1.5 | 0.00034 | mirMAP | -0.12 | 8.0E-5 | NA | |
18 | hsa-miR-186-5p | DTX3L | 0.45 | 0.18545 | 1.5 | 0.00034 | MirTarget | -0.22 | 0.00252 | NA | |
19 | hsa-miR-493-5p | DTX3L | 0.17 | 0.8342 | 1.5 | 0.00034 | MirTarget | -0.12 | 3.0E-5 | NA | |
20 | hsa-miR-495-3p | DTX3L | -1.28 | 0.09795 | 1.5 | 0.00034 | mirMAP | -0.13 | 4.0E-5 | NA | |
21 | hsa-let-7a-5p | DTX4 | 0.15 | 0.64531 | 0.52 | 0.53581 | TargetScan; miRNATAP | -0.59 | 7.0E-5 | NA | |
22 | hsa-let-7b-5p | DTX4 | -0.19 | 0.65188 | 0.52 | 0.53581 | miRNATAP | -0.34 | 0.00319 | NA | |
23 | hsa-let-7f-5p | DTX4 | 0.97 | 0.02403 | 0.52 | 0.53581 | miRNATAP | -0.29 | 0.00832 | NA | |
24 | hsa-miR-125b-5p | DTX4 | -2.01 | 0.00516 | 0.52 | 0.53581 | mirMAP; miRNATAP | -0.23 | 0.00045 | NA | |
25 | hsa-miR-27a-3p | DTX4 | 1.76 | 0.00022 | 0.52 | 0.53581 | miRNATAP | -0.28 | 0.00489 | NA | |
26 | hsa-miR-27b-3p | DTX4 | -0.09 | 0.85847 | 0.52 | 0.53581 | miRNATAP | -0.38 | 3.0E-5 | NA | |
27 | hsa-miR-10a-5p | DVL1 | -0.48 | 0.59461 | 0.09 | 0.80261 | miRNAWalker2 validate | -0.11 | 0 | NA | |
28 | hsa-miR-125a-5p | DVL3 | -1.32 | 0.00714 | 0.71 | 0.04418 | PITA | -0.11 | 0.0051 | NA | |
29 | hsa-miR-146b-3p | DVL3 | 1.35 | 0.00936 | 0.71 | 0.04418 | MirTarget | -0.15 | 7.0E-5 | NA | |
30 | hsa-miR-29b-2-5p | DVL3 | -0.6 | 0.18954 | 0.71 | 0.04418 | MirTarget | -0.12 | 0.00737 | NA | |
31 | hsa-miR-30a-3p | DVL3 | -1.22 | 0.16757 | 0.71 | 0.04418 | MirTarget | -0.12 | 0 | NA | |
32 | hsa-miR-148a-3p | EP300 | 1.1 | 0.05204 | 0.22 | 0.57893 | miRNATAP | -0.1 | 0.00975 | NA | |
33 | hsa-miR-30c-5p | EP300 | 0.39 | 0.34861 | 0.22 | 0.57893 | miRNAWalker2 validate | -0.19 | 0.0009 | NA | |
34 | hsa-miR-339-5p | EP300 | 1.23 | 0.03075 | 0.22 | 0.57893 | miRanda | -0.2 | 0 | NA | |
35 | hsa-miR-342-3p | EP300 | 1.31 | 0.02072 | 0.22 | 0.57893 | MirTarget; PITA; miRanda; miRNATAP | -0.12 | 0.00407 | NA | |
36 | hsa-miR-374b-5p | EP300 | -0.11 | 0.76489 | 0.22 | 0.57893 | mirMAP; miRNATAP | -0.16 | 0.00856 | NA | |
37 | hsa-miR-590-3p | EP300 | 2.35 | 0 | 0.22 | 0.57893 | MirTarget; PITA; miRanda; mirMAP; miRNATAP | -0.14 | 0.00229 | NA | |
38 | hsa-miR-146b-5p | HDAC2 | 1.88 | 0.00074 | 0.4 | 0.22265 | mirMAP | -0.12 | 0.00029 | NA | |
39 | hsa-miR-324-5p | HES1 | 1.31 | 0.01168 | 0.73 | 0.15297 | miRanda | -0.15 | 0.00785 | NA | |
40 | hsa-miR-128-3p | JAG1 | 1.36 | 0.00408 | 0.3 | 0.66716 | MirTarget | -0.24 | 0.00447 | NA | |
41 | hsa-miR-129-5p | JAG1 | -2.67 | 0.00696 | 0.3 | 0.66716 | PITA; miRanda; miRNATAP | -0.11 | 0.00769 | NA | |
42 | hsa-miR-141-3p | JAG1 | 7.3 | 0 | 0.3 | 0.66716 | TargetScan; miRNATAP | -0.25 | 0 | NA | |
43 | hsa-miR-186-5p | JAG1 | 0.45 | 0.18545 | 0.3 | 0.66716 | MirTarget; miRNATAP | -0.48 | 6.0E-5 | NA | |
44 | hsa-miR-200a-3p | JAG1 | 6.34 | 0 | 0.3 | 0.66716 | miRNATAP | -0.26 | 0 | NA | |
45 | hsa-miR-200c-3p | JAG1 | 6.47 | 0 | 0.3 | 0.66716 | miRNAWalker2 validate | -0.23 | 0.00015 | NA | |
46 | hsa-miR-26b-3p | JAG1 | 0.99 | 0.03514 | 0.3 | 0.66716 | miRNATAP | -0.27 | 0.00177 | NA | |
47 | hsa-miR-335-5p | JAG1 | 0.17 | 0.8039 | 0.3 | 0.66716 | miRNATAP | -0.25 | 2.0E-5 | NA | |
48 | hsa-miR-34a-5p | JAG1 | 0.83 | 0.04775 | 0.3 | 0.66716 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.4 | 3.0E-5 | NA | |
49 | hsa-miR-361-3p | JAG1 | 0.81 | 0.04185 | 0.3 | 0.66716 | miRNATAP | -0.34 | 0.00076 | NA | |
50 | hsa-miR-375 | JAG1 | 3.38 | 0.04499 | 0.3 | 0.66716 | miRNAWalker2 validate | -0.19 | 0 | NA | |
51 | hsa-miR-429 | JAG1 | 6.4 | 0 | 0.3 | 0.66716 | miRanda | -0.2 | 0.00011 | NA | |
52 | hsa-miR-628-5p | JAG1 | 1.05 | 0.02524 | 0.3 | 0.66716 | MirTarget; PITA; miRNATAP | -0.33 | 0.00013 | NA | |
53 | hsa-miR-93-3p | JAG1 | 2.63 | 0 | 0.3 | 0.66716 | MirTarget; miRNATAP | -0.25 | 0.00145 | NA | |
54 | hsa-miR-140-3p | JAG2 | -1.98 | 0 | 0.72 | 0.28163 | miRNATAP | -0.29 | 0.00501 | NA | |
55 | hsa-miR-106b-5p | KAT2B | 2.81 | 0 | -1.07 | 0.03591 | miRNAWalker2 validate; miRTarBase; MirTarget | -0.28 | 1.0E-5 | NA | |
56 | hsa-miR-125a-3p | KAT2B | -0.07 | 0.92074 | -1.07 | 0.03591 | miRanda | -0.16 | 3.0E-5 | NA | |
57 | hsa-miR-17-5p | KAT2B | 2.33 | 2.0E-5 | -1.07 | 0.03591 | MirTarget; TargetScan | -0.22 | 3.0E-5 | 23095762 | miR 17 5p targets the p300/CBP associated factor and modulates androgen receptor transcriptional activity in cultured prostate cancer cells; Targeting of PCAF by miR-17-5p was evaluated using the luciferase reporter assay; Expression of PCAF in PCa cells was associated with the downregulation of miR-17-5p; Targeting of the 3'-untranslated region of PCAF mRNA by miR-17-5p caused translational suppression and RNA degradation and consequently modulation of AR transcriptional activity in PCa cells; PCAF is upregulated in cultured PCa cells and upregulation of PCAF is associated with the downregulation of miR-17-5p; Targeting of PCAF by miR-17-5p modulates AR transcriptional activity and cell growth in cultured PCa cells |
58 | hsa-miR-181b-5p | KAT2B | 1.11 | 0.02734 | -1.07 | 0.03591 | miRNAWalker2 validate; miRTarBase; MirTarget | -0.17 | 0.00245 | NA | |
59 | hsa-miR-181d-5p | KAT2B | -0.53 | 0.32526 | -1.07 | 0.03591 | MirTarget | -0.17 | 0.0017 | NA | |
60 | hsa-miR-19b-3p | KAT2B | 1.68 | 0.00086 | -1.07 | 0.03591 | miRNAWalker2 validate | -0.2 | 0.0005 | NA | |
61 | hsa-miR-20a-3p | KAT2B | 1.99 | 0.00062 | -1.07 | 0.03591 | MirTarget | -0.28 | 0 | NA | |
62 | hsa-miR-25-3p | KAT2B | 1.13 | 0.00311 | -1.07 | 0.03591 | miRNAWalker2 validate; miRTarBase; MirTarget | -0.28 | 0.00021 | NA | |
63 | hsa-miR-26b-5p | KAT2B | 0.31 | 0.46163 | -1.07 | 0.03591 | miRNAWalker2 validate | -0.21 | 0.00228 | NA | |
64 | hsa-miR-32-5p | KAT2B | 2.93 | 0 | -1.07 | 0.03591 | miRNAWalker2 validate; miRTarBase; MirTarget | -0.17 | 0.00439 | NA | |
65 | hsa-miR-330-3p | KAT2B | 2.49 | 0.00013 | -1.07 | 0.03591 | MirTarget | -0.13 | 0.00461 | NA | |
66 | hsa-miR-590-3p | KAT2B | 2.35 | 0 | -1.07 | 0.03591 | MirTarget; miRanda; mirMAP; miRNATAP | -0.2 | 0.0004 | NA | |
67 | hsa-miR-590-5p | KAT2B | 1.51 | 0.00239 | -1.07 | 0.03591 | miRanda | -0.28 | 0 | NA | |
68 | hsa-miR-92a-3p | KAT2B | 1.88 | 1.0E-5 | -1.07 | 0.03591 | miRNAWalker2 validate; MirTarget | -0.33 | 0 | NA | |
69 | hsa-miR-92b-3p | KAT2B | 1.69 | 0.01035 | -1.07 | 0.03591 | MirTarget | -0.17 | 6.0E-5 | NA | |
70 | hsa-miR-93-5p | KAT2B | 2.66 | 0 | -1.07 | 0.03591 | miRNAWalker2 validate; miRTarBase; MirTarget | -0.2 | 0.00062 | NA | |
71 | hsa-miR-590-3p | MAML2 | 2.35 | 0 | -0.41 | 0.60226 | mirMAP | -0.33 | 0.00019 | NA | |
72 | hsa-miR-664a-3p | MAML2 | 0.25 | 0.56171 | -0.41 | 0.60226 | mirMAP | -0.31 | 0.00284 | NA | |
73 | hsa-miR-125a-3p | MAML3 | -0.07 | 0.92074 | -1.6 | 0.02486 | miRanda | -0.25 | 0 | NA | |
74 | hsa-miR-326 | MAML3 | 1.77 | 0.03673 | -1.6 | 0.02486 | miRanda | -0.14 | 0.0035 | NA | |
75 | hsa-miR-330-5p | MAML3 | 2.25 | 0.00028 | -1.6 | 0.02486 | miRanda | -0.29 | 1.0E-5 | NA | |
76 | hsa-miR-339-5p | MAML3 | 1.23 | 0.03075 | -1.6 | 0.02486 | miRanda | -0.37 | 0 | NA | |
77 | hsa-miR-590-3p | MAML3 | 2.35 | 0 | -1.6 | 0.02486 | miRanda | -0.33 | 3.0E-5 | NA | |
78 | hsa-miR-219a-5p | MFNG | 0.99 | 0.12552 | -2.29 | 0.00025 | MirTarget | -0.2 | 0.00026 | NA | |
79 | hsa-miR-3607-3p | NCOR2 | 1.38 | 0.02401 | -0.15 | 0.63362 | miRNATAP | -0.13 | 0 | NA | |
80 | hsa-miR-129-5p | NOTCH1 | -2.67 | 0.00696 | 0.77 | 0.22007 | miRNAWalker2 validate | -0.11 | 0.00232 | NA | |
81 | hsa-miR-200b-3p | NOTCH1 | 5.56 | 0 | 0.77 | 0.22007 | MirTarget; TargetScan | -0.13 | 0.00897 | 26012256; 23430952 | Nobiletin inhibited hypoxia induced epithelial mesenchymal transition of lung cancer cells by inactivating of Notch 1 signaling and switching on miR 200b; Our findings suggest that downregulation of Notch-1 and reexpression of miR-200b by nobiletin might be a novel remedy for the therapy of lung cancer;We also found that reexpression of miR-34a and miR-200b by transfection led to reduced expression of Notch-1 resulting in the inhibition of osteosarcoma cell proliferation invasion and angiogenesis |
82 | hsa-miR-28-5p | NOTCH1 | -0.82 | 0.02212 | 0.77 | 0.22007 | miRanda | -0.3 | 0.00345 | NA | |
83 | hsa-miR-30a-5p | NOTCH1 | -0.77 | 0.32049 | 0.77 | 0.22007 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.2 | 1.0E-5 | NA | |
84 | hsa-miR-326 | NOTCH1 | 1.77 | 0.03673 | 0.77 | 0.22007 | miRNAWalker2 validate; miRTarBase | -0.13 | 0.00292 | NA | |
85 | hsa-miR-34a-5p | NOTCH1 | 0.83 | 0.04775 | 0.77 | 0.22007 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.23 | 0.00673 | 20351093; 22438124; 23140286; 24349627; 24565525; 25783790; 27082152; 23642368; 22347519; 23430952; 23902763; 21743299; 22992310; 23145211; 25623761; 23085450 | MicroRNA 34a suppresses invasion through downregulation of Notch1 and Jagged1 in cervical carcinoma and choriocarcinoma cells; Computational miRNA target prediction suggested that Notch1 and Jagged1 were targets of miR-34a; By using functional assays miR-34a was demonstrated to bind to the 3' untranslated regions of Notch1 and Jagged1; Forced expression of miR-34a altered the expression of Notch1 and Jagged1 protein as well as Notch signaling as shown by the response of Hairy Enhancer of Split-1 protein to these treatments using western blot analysis;Delta tocotrienol suppresses Notch 1 pathway by upregulating miR 34a in nonsmall cell lung cancer cells; In our study using miRNA microarray we observed that downregulation of the Notch-1 pathway by delta-tocotrienol correlated with upregulation of miR-34a in nonsmall cell lung cancer cells NSCLC;We found that Re-expression forced expression of miR-34a inhibits cell growth and induces apoptosis with concomitant down-regulation of Notch-1 signaling pathway one of the target of miR-34a; Moreover treatment of PC cells with a natural compound genistein led to the up-regulation of miR-34a resulting in the down-regulation of Notch-1 which was correlated with inhibition of cell growth and induction of apoptosis;Most importantly BR-DIM intervention in PCa patients prior to radical prostatectomy showed reexpression of miR-34a which was consistent with decreased expression of AR PSA and Notch-1 in PCa tissue specimens;In addition intracellular restoration of miR-34a inhibited breast cancer cell migration via targeting Notch-1 signaling;MicroRNA 34a suppresses the breast cancer stem cell like characteristics by downregulating Notch1 pathway; In this study we verified that miR-34a directly and functionally targeted Notch1 in MCF-7 cells; We reported that miR-34a negatively regulated cell proliferation migration and invasion and breast cancer stem cell propagation by downregulating Notch1; The expression of miR-34a was negatively correlated with tumor stages metastasis and Notch1 expression in breast cancer tissues; Furthermore overexpression of miR-34a increased chemosensitivity of breast cancer cells to paclitaxel PTX by downregulating the Notch1 pathway; Taken together our results indicate that miR-34a inhibited breast cancer stemness and increased the chemosensitivity to PTX partially by downregulating the Notch1 pathway suggesting that miR-34a/Notch1 play an important role in regulating breast cancer stem cells;We showed that miR-34a as a tumor suppressor could separately reduce the stemness of BCSCs and activate the cytotoxic susceptibility of BCSCs to natural killer NK cells in vitro via down regulating the expression of Notch1 signaling molecules;Mechanistically miR-34a sequesters Notch1 mRNA to generate a sharp threshold response where a bimodal Notch signal specifies the choice between self-renewal and differentiation;Most importantly BR-DIM intervention in PCa patients prior to radical prostatectomy showed re-expression of miR-34a which was consistent with decreased expression of AR PSA and Notch-1 in PCa tissue specimens;We also found that reexpression of miR-34a and miR-200b by transfection led to reduced expression of Notch-1 resulting in the inhibition of osteosarcoma cell proliferation invasion and angiogenesis;Rhamnetin and cirsiliol induce radiosensitization and inhibition of epithelial mesenchymal transition EMT by miR 34a mediated suppression of Notch 1 expression in non small cell lung cancer cell lines; Indeed rhamnetin and cirsiliol increased the expression of tumor-suppressive microRNA miR-34a in a p53-dependent manner leading to inhibition of Notch-1 expression;MicroRNA 34a targets notch1 and inhibits cell proliferation in glioblastoma multiforme; Also we identified notch1 as a direct target gene of miR-34a; Knockdown of notch1 showed similar cellular functions as overexpression of miR-34a both in vitro and in vivo; Collectively our findings show that miR-34a is downregulated in GBM cells and inhibits GBM growth by targeting notch1;The re-expression of miR-34 led to a marked reduction in the expression of its target gene Notch-1;Inactivation of AR and Notch 1 signaling by miR 34a attenuates prostate cancer aggressiveness; We found that over-expression of miR-34a led to reduced expression of AR PSA and Notch-1; These findings suggest that the loss of miR-34a is directly linked with up-regulation of AR and Notch-1 both of which are highly expressed in PCa and thus finding innovative approaches by which miR-34a expression could be up-regulated will have a huge impact on the treatment of PCa especially for the treatment of mCRPC;miR 34a may regulate sensitivity of breast cancer cells to adriamycin via targeting Notch1; To explore the influence of miR-34a on Notch1 expression in breast cancer cells and to explore the role of miR-34a in the sensitivity of breast cancer cells to Adriamycin ADR; The expression levels of Notch1 mRNA and protein in MCF-7/ADR cells transfected with miR-34a mimics were significantly up-regulated; On the contrary the expressions of Notch1 mRNA and protein in MCF-7 cells transfected with miR-34a inhibitor were down-regulated; miR-34a negatively regulates the expression of Notch1 at both mRNA and protein levels;MicroRNA 34a modulates chemosensitivity of breast cancer cells to adriamycin by targeting Notch1; The association of miR-34a and Notch1 was analyzed by dual-luciferase reporter assay and Notch1-siRNA technology; Real-time PCR assay was performed to test the expression of miR-34a and Notch1 in 38 selective breast cancer tissue samples; MiR-34a mimic could inhibit the luciferase activity of the construct containing wild-type 3' UTR of Notch1 in MCF-7/ADR cells; Further there was an inverse association between Notch1 and miR-34a expression in breast cancer; Dysregulation of miR-34a plays critical roles in the acquired ADR resistance of breast cancer at least in part via targeting Notch1 |
86 | hsa-miR-429 | NOTCH1 | 6.4 | 0 | 0.77 | 0.22007 | MirTarget; PITA; miRanda; miRNATAP | -0.12 | 0.00731 | NA | |
87 | hsa-miR-582-5p | NOTCH1 | 0.69 | 0.44776 | 0.77 | 0.22007 | PITA; miRNATAP | -0.11 | 0.00735 | NA | |
88 | hsa-miR-92b-3p | NOTCH1 | 1.69 | 0.01035 | 0.77 | 0.22007 | miRNATAP | -0.28 | 0 | NA | |
89 | hsa-miR-125a-5p | NOTCH2 | -1.32 | 0.00714 | -0.18 | 0.70154 | miRanda | -0.19 | 0.00041 | NA | |
90 | hsa-miR-1287-5p | NOTCH2 | 0.02 | 0.97561 | -0.18 | 0.70154 | MirTarget | -0.19 | 0 | NA | |
91 | hsa-miR-130a-5p | NOTCH2 | 1.58 | 0.02435 | -0.18 | 0.70154 | mirMAP | -0.13 | 0.00065 | NA | |
92 | hsa-miR-15b-5p | NOTCH2 | 3.32 | 0 | -0.18 | 0.70154 | MirTarget | -0.16 | 0.00459 | NA | |
93 | hsa-miR-16-5p | NOTCH2 | 2.94 | 0 | -0.18 | 0.70154 | miRNAWalker2 validate; MirTarget | -0.2 | 0.00043 | NA | |
94 | hsa-miR-17-5p | NOTCH2 | 2.33 | 2.0E-5 | -0.18 | 0.70154 | miRNAWalker2 validate | -0.17 | 0.0005 | NA | |
95 | hsa-miR-181b-5p | NOTCH2 | 1.11 | 0.02734 | -0.18 | 0.70154 | MirTarget; mirMAP | -0.16 | 0.00244 | NA | |
96 | hsa-miR-18a-3p | NOTCH2 | 3.65 | 0 | -0.18 | 0.70154 | MirTarget | -0.13 | 0.00033 | NA | |
97 | hsa-miR-25-3p | NOTCH2 | 1.13 | 0.00311 | -0.18 | 0.70154 | miRNAWalker2 validate | -0.23 | 0.00142 | NA | |
98 | hsa-miR-29b-3p | NOTCH2 | 0.67 | 0.23406 | -0.18 | 0.70154 | MirTarget | -0.13 | 0.00738 | NA | |
99 | hsa-miR-30b-5p | NOTCH2 | 0.02 | 0.95322 | -0.18 | 0.70154 | mirMAP | -0.34 | 0 | NA | |
100 | hsa-miR-423-5p | NOTCH2 | 0.23 | 0.56535 | -0.18 | 0.70154 | MirTarget | -0.22 | 0.00133 | NA | |
101 | hsa-miR-590-3p | NOTCH2 | 2.35 | 0 | -0.18 | 0.70154 | miRanda | -0.18 | 0.00072 | NA | |
102 | hsa-miR-590-5p | NOTCH2 | 1.51 | 0.00239 | -0.18 | 0.70154 | miRanda | -0.17 | 0.00163 | NA | |
103 | hsa-miR-7-1-3p | NOTCH2 | 1.43 | 0.00471 | -0.18 | 0.70154 | MirTarget; mirMAP | -0.19 | 0.00039 | NA | |
104 | hsa-miR-92a-3p | NOTCH2 | 1.88 | 1.0E-5 | -0.18 | 0.70154 | miRNAWalker2 validate | -0.2 | 0.00149 | NA | |
105 | hsa-miR-200a-3p | NOTCH3 | 6.34 | 0 | 0.62 | 0.39638 | mirMAP | -0.22 | 1.0E-5 | NA | |
106 | hsa-miR-335-5p | NOTCH3 | 0.17 | 0.8039 | 0.62 | 0.39638 | miRNAWalker2 validate | -0.3 | 0 | NA | |
107 | hsa-miR-491-5p | NOTCH3 | 0.57 | 0.31331 | 0.62 | 0.39638 | MirTarget; miRanda | -0.25 | 0.00074 | NA | |
108 | hsa-miR-18a-3p | NOTCH4 | 3.65 | 0 | -2.46 | 1.0E-5 | miRNAWalker2 validate | -0.12 | 0.00454 | NA | |
109 | hsa-miR-193a-3p | NOTCH4 | 0.65 | 0.20713 | -2.46 | 1.0E-5 | miRanda | -0.22 | 0.0004 | NA | |
110 | hsa-miR-330-5p | NOTCH4 | 2.25 | 0.00028 | -2.46 | 1.0E-5 | miRanda | -0.25 | 0 | NA | |
111 | hsa-miR-429 | NOTCH4 | 6.4 | 0 | -2.46 | 1.0E-5 | miRNATAP | -0.15 | 0.00014 | NA | |
112 | hsa-miR-374b-5p | NUMB | -0.11 | 0.76489 | -0.13 | 0.60814 | miRNATAP | -0.13 | 0.00087 | NA | |
113 | hsa-miR-194-3p | NUMBL | 1.92 | 0.10538 | -1.5 | 0.00091 | MirTarget | -0.14 | 0 | NA | |
114 | hsa-miR-186-5p | PSEN1 | 0.45 | 0.18545 | 0.37 | 0.17061 | mirMAP | -0.19 | 5.0E-5 | NA | |
115 | hsa-miR-429 | PSEN2 | 6.4 | 0 | -1.01 | 0.07976 | miRNATAP | -0.12 | 0.00463 | NA |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | NOTCH SIGNALING PATHWAY | 21 | 114 | 1.456e-41 | 6.776e-38 |
2 | NOTCH RECEPTOR PROCESSING | 9 | 16 | 1.154e-22 | 2.686e-19 |
3 | REGULATION OF NOTCH SIGNALING PATHWAY | 9 | 67 | 4.111e-16 | 6.377e-13 |
4 | REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 15 | 750 | 3.264e-14 | 3.797e-11 |
5 | POSITIVE REGULATION OF NOTCH SIGNALING PATHWAY | 7 | 34 | 4.201e-14 | 3.909e-11 |
6 | CELL FATE COMMITMENT | 10 | 227 | 7.166e-13 | 5.557e-10 |
7 | POSITIVE REGULATION OF GENE EXPRESSION | 18 | 1733 | 2.189e-12 | 1.455e-09 |
8 | REGULATION OF CELL DEVELOPMENT | 14 | 836 | 3.482e-12 | 2.025e-09 |
9 | MORPHOGENESIS OF AN EPITHELIUM | 11 | 400 | 6.939e-12 | 3.587e-09 |
10 | REGULATION OF NEURON DIFFERENTIATION | 12 | 554 | 9.956e-12 | 4.633e-09 |
11 | EPITHELIUM DEVELOPMENT | 14 | 945 | 1.802e-11 | 7.622e-09 |
12 | TRANSCRIPTION INITIATION FROM RNA POLYMERASE II PROMOTER | 8 | 153 | 4.951e-11 | 1.92e-08 |
13 | POSITIVE REGULATION OF BIOSYNTHETIC PROCESS | 17 | 1805 | 6.214e-11 | 2.224e-08 |
14 | TISSUE MORPHOGENESIS | 11 | 533 | 1.501e-10 | 4.99e-08 |
15 | TUBE DEVELOPMENT | 11 | 552 | 2.178e-10 | 6.755e-08 |
16 | REGULATION OF MULTICELLULAR ORGANISMAL DEVELOPMENT | 16 | 1672 | 2.491e-10 | 7.012e-08 |
17 | NEUROGENESIS | 15 | 1402 | 2.562e-10 | 7.012e-08 |
18 | NEGATIVE REGULATION OF NEURON DIFFERENTIATION | 8 | 191 | 2.921e-10 | 7.55e-08 |
19 | IMMUNE SYSTEM DEVELOPMENT | 11 | 582 | 3.815e-10 | 9.342e-08 |
20 | DNA TEMPLATED TRANSCRIPTION INITIATION | 8 | 202 | 4.559e-10 | 1.061e-07 |
21 | HEART MORPHOGENESIS | 8 | 212 | 6.689e-10 | 1.153e-07 |
22 | REGULATION OF CELL DIFFERENTIATION | 15 | 1492 | 6.116e-10 | 1.153e-07 |
23 | POSITIVE REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 13 | 1004 | 6.425e-10 | 1.153e-07 |
24 | NEURON FATE COMMITMENT | 6 | 67 | 6.265e-10 | 1.153e-07 |
25 | CARDIOVASCULAR SYSTEM DEVELOPMENT | 12 | 788 | 5.794e-10 | 1.153e-07 |
26 | CIRCULATORY SYSTEM DEVELOPMENT | 12 | 788 | 5.794e-10 | 1.153e-07 |
27 | REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 16 | 1784 | 6.519e-10 | 1.153e-07 |
28 | TISSUE DEVELOPMENT | 15 | 1518 | 7.781e-10 | 1.293e-07 |
29 | HEART DEVELOPMENT | 10 | 466 | 8.478e-10 | 1.36e-07 |
30 | POSITIVE REGULATION OF CELL COMMUNICATION | 15 | 1532 | 8.842e-10 | 1.371e-07 |
31 | ORGAN MORPHOGENESIS | 12 | 841 | 1.215e-09 | 1.824e-07 |
32 | NEURON DIFFERENTIATION | 12 | 874 | 1.88e-09 | 2.734e-07 |
33 | POSITIVE REGULATION OF RESPONSE TO STIMULUS | 16 | 1929 | 2.061e-09 | 2.906e-07 |
34 | EMBRYO DEVELOPMENT | 12 | 894 | 2.429e-09 | 3.324e-07 |
35 | EMBRYONIC MORPHOGENESIS | 10 | 539 | 3.441e-09 | 4.575e-07 |
36 | NEGATIVE REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 8 | 262 | 3.555e-09 | 4.595e-07 |
37 | TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 11 | 724 | 3.779e-09 | 4.753e-07 |
38 | MORPHOGENESIS OF AN EPITHELIAL SHEET | 5 | 43 | 4.947e-09 | 5.902e-07 |
39 | CELL FATE DETERMINATION | 5 | 43 | 4.947e-09 | 5.902e-07 |
40 | ANATOMICAL STRUCTURE FORMATION INVOLVED IN MORPHOGENESIS | 12 | 957 | 5.234e-09 | 6.088e-07 |
41 | EPITHELIAL CELL FATE COMMITMENT | 4 | 15 | 5.549e-09 | 6.297e-07 |
42 | REGULATION OF BINDING | 8 | 283 | 6.505e-09 | 7.207e-07 |
43 | CELL SURFACE RECEPTOR SIGNALING PATHWAY INVOLVED IN HEART DEVELOPMENT | 4 | 16 | 7.391e-09 | 7.998e-07 |
44 | LEUKOCYTE DIFFERENTIATION | 8 | 292 | 8.309e-09 | 8.786e-07 |
45 | CARDIAC CHAMBER MORPHOGENESIS | 6 | 104 | 9.169e-09 | 9.481e-07 |
46 | CARDIAC SEPTUM MORPHOGENESIS | 5 | 49 | 9.738e-09 | 9.85e-07 |
47 | POSITIVE REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 9 | 437 | 9.959e-09 | 9.859e-07 |
48 | NEGATIVE REGULATION OF CELL DEVELOPMENT | 8 | 303 | 1.109e-08 | 1.075e-06 |
49 | ARTERY MORPHOGENESIS | 5 | 51 | 1.197e-08 | 1.137e-06 |
50 | EAR DEVELOPMENT | 7 | 195 | 1.266e-08 | 1.178e-06 |
51 | NEURONAL STEM CELL POPULATION MAINTENANCE | 4 | 19 | 1.569e-08 | 1.432e-06 |
52 | TUBE MORPHOGENESIS | 8 | 323 | 1.823e-08 | 1.631e-06 |
53 | POSITIVE REGULATION OF CELL DEVELOPMENT | 9 | 472 | 1.938e-08 | 1.702e-06 |
54 | LYMPHOCYTE DIFFERENTIATION | 7 | 209 | 2.043e-08 | 1.761e-06 |
55 | LYMPHOCYTE ACTIVATION | 8 | 342 | 2.841e-08 | 2.36e-06 |
56 | SENSORY ORGAN DEVELOPMENT | 9 | 493 | 2.82e-08 | 2.36e-06 |
57 | POSITIVE REGULATION OF MULTICELLULAR ORGANISMAL PROCESS | 13 | 1395 | 3.413e-08 | 2.786e-06 |
58 | CARDIAC CHAMBER DEVELOPMENT | 6 | 144 | 6.461e-08 | 5.184e-06 |
59 | NEGATIVE REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 10 | 740 | 6.945e-08 | 5.477e-06 |
60 | AUDITORY RECEPTOR CELL DIFFERENTIATION | 4 | 28 | 8.212e-08 | 6.368e-06 |
61 | ARTERY DEVELOPMENT | 5 | 75 | 8.578e-08 | 6.543e-06 |
62 | LEUKOCYTE ACTIVATION | 8 | 414 | 1.237e-07 | 9.286e-06 |
63 | REGULATION OF ANATOMICAL STRUCTURE MORPHOGENESIS | 11 | 1021 | 1.297e-07 | 9.578e-06 |
64 | PATTERN SPECIFICATION PROCESS | 8 | 418 | 1.332e-07 | 9.683e-06 |
65 | NEGATIVE REGULATION OF DEVELOPMENTAL PROCESS | 10 | 801 | 1.455e-07 | 1.042e-05 |
66 | CARDIAC SEPTUM DEVELOPMENT | 5 | 85 | 1.613e-07 | 1.137e-05 |
67 | NEGATIVE REGULATION OF CELL DIFFERENTIATION | 9 | 609 | 1.713e-07 | 1.189e-05 |
68 | POSITIVE REGULATION OF CELL DIFFERENTIATION | 10 | 823 | 1.872e-07 | 1.281e-05 |
69 | B CELL DIFFERENTIATION | 5 | 89 | 2.033e-07 | 1.371e-05 |
70 | HAIR CELL DIFFERENTIATION | 4 | 35 | 2.085e-07 | 1.386e-05 |
71 | ENDOTHELIUM DEVELOPMENT | 5 | 90 | 2.15e-07 | 1.409e-05 |
72 | NEGATIVE REGULATION OF EPITHELIAL CELL DIFFERENTIATION | 4 | 37 | 2.624e-07 | 1.696e-05 |
73 | VASCULATURE DEVELOPMENT | 8 | 469 | 3.204e-07 | 2.042e-05 |
74 | POSITIVE REGULATION OF DEVELOPMENTAL PROCESS | 11 | 1142 | 4.005e-07 | 2.518e-05 |
75 | CELL DEVELOPMENT | 12 | 1426 | 4.258e-07 | 2.642e-05 |
76 | EPITHELIAL CELL DIFFERENTIATION | 8 | 495 | 4.822e-07 | 2.952e-05 |
77 | COLUMNAR CUBOIDAL EPITHELIAL CELL DIFFERENTIATION | 5 | 111 | 6.135e-07 | 3.707e-05 |
78 | REGULATION OF TIMING OF CELL DIFFERENTIATION | 3 | 12 | 6.639e-07 | 3.91e-05 |
79 | REGULATION OF DEVELOPMENT HETEROCHRONIC | 3 | 12 | 6.639e-07 | 3.91e-05 |
80 | REGULATION OF EMBRYONIC DEVELOPMENT | 5 | 114 | 7.005e-07 | 4.075e-05 |
81 | REGULATION OF CELL PROLIFERATION | 12 | 1496 | 7.13e-07 | 4.096e-05 |
82 | NEPHRON DEVELOPMENT | 5 | 115 | 7.316e-07 | 4.152e-05 |
83 | GLOMERULUS DEVELOPMENT | 4 | 49 | 8.314e-07 | 4.661e-05 |
84 | NEGATIVE REGULATION OF EPIDERMAL CELL DIFFERENTIATION | 3 | 13 | 8.622e-07 | 4.72e-05 |
85 | MATURE B CELL DIFFERENTIATION INVOLVED IN IMMUNE RESPONSE | 3 | 13 | 8.622e-07 | 4.72e-05 |
86 | BLOOD VESSEL MORPHOGENESIS | 7 | 364 | 8.863e-07 | 4.795e-05 |
87 | REGULATION OF EPITHELIAL CELL DIFFERENTIATION | 5 | 122 | 9.809e-07 | 5.187e-05 |
88 | MECHANORECEPTOR DIFFERENTIATION | 4 | 51 | 9.785e-07 | 5.187e-05 |
89 | EMBRYO DEVELOPMENT ENDING IN BIRTH OR EGG HATCHING | 8 | 554 | 1.126e-06 | 5.888e-05 |
90 | POSITIVE REGULATION OF BINDING | 5 | 127 | 1.197e-06 | 6.188e-05 |
91 | N TERMINAL PROTEIN AMINO ACID ACETYLATION | 3 | 15 | 1.369e-06 | 6.924e-05 |
92 | CELL ACTIVATION | 8 | 568 | 1.358e-06 | 6.924e-05 |
93 | B CELL ACTIVATION | 5 | 132 | 1.449e-06 | 7.171e-05 |
94 | MAINTENANCE OF CELL NUMBER | 5 | 132 | 1.449e-06 | 7.171e-05 |
95 | NEGATIVE REGULATION OF EPIDERMIS DEVELOPMENT | 3 | 16 | 1.683e-06 | 8.244e-05 |
96 | EPIDERMIS DEVELOPMENT | 6 | 253 | 1.778e-06 | 8.616e-05 |
97 | IMMUNE SYSTEM PROCESS | 13 | 1984 | 2.049e-06 | 9.727e-05 |
98 | MATURE B CELL DIFFERENTIATION | 3 | 17 | 2.042e-06 | 9.727e-05 |
99 | EPIDERMAL CELL DIFFERENTIATION | 5 | 142 | 2.077e-06 | 9.76e-05 |
100 | EMBRYONIC HEART TUBE MORPHOGENESIS | 4 | 62 | 2.159e-06 | 0.0001005 |
101 | NEUROEPITHELIAL CELL DIFFERENTIATION | 4 | 63 | 2.303e-06 | 0.0001061 |
102 | NEURAL TUBE DEVELOPMENT | 5 | 149 | 2.631e-06 | 0.00012 |
103 | KIDNEY VASCULATURE DEVELOPMENT | 3 | 19 | 2.904e-06 | 0.0001299 |
104 | RENAL SYSTEM VASCULATURE DEVELOPMENT | 3 | 19 | 2.904e-06 | 0.0001299 |
105 | EMBRYONIC ORGAN MORPHOGENESIS | 6 | 279 | 3.13e-06 | 0.0001387 |
106 | ENDOTHELIAL CELL DIFFERENTIATION | 4 | 72 | 3.941e-06 | 0.000173 |
107 | EMBRYONIC HEART TUBE DEVELOPMENT | 4 | 73 | 4.165e-06 | 0.0001795 |
108 | ANGIOGENESIS | 6 | 293 | 4.149e-06 | 0.0001795 |
109 | MEMBRANE PROTEIN ECTODOMAIN PROTEOLYSIS | 3 | 22 | 4.601e-06 | 0.0001929 |
110 | SOMATIC STEM CELL DIVISION | 3 | 22 | 4.601e-06 | 0.0001929 |
111 | AORTA MORPHOGENESIS | 3 | 22 | 4.601e-06 | 0.0001929 |
112 | RENAL TUBULE DEVELOPMENT | 4 | 78 | 5.431e-06 | 0.0002256 |
113 | RESPONSE TO OXYGEN LEVELS | 6 | 311 | 5.841e-06 | 0.0002384 |
114 | REGIONALIZATION | 6 | 311 | 5.841e-06 | 0.0002384 |
115 | N TERMINAL PROTEIN AMINO ACID MODIFICATION | 3 | 26 | 7.736e-06 | 0.000313 |
116 | CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION | 7 | 513 | 8.552e-06 | 0.000343 |
117 | NEGATIVE REGULATION OF MULTICELLULAR ORGANISMAL PROCESS | 9 | 983 | 9.057e-06 | 0.0003602 |
118 | ANTERIOR POSTERIOR PATTERN SPECIFICATION | 5 | 194 | 9.543e-06 | 0.0003763 |
119 | REGULATION OF SPROUTING ANGIOGENESIS | 3 | 28 | 9.727e-06 | 0.0003804 |
120 | STEM CELL DIVISION | 3 | 29 | 1.084e-05 | 0.0004168 |
121 | REGULATION OF OLIGODENDROCYTE DIFFERENTIATION | 3 | 29 | 1.084e-05 | 0.0004168 |
122 | NEPHRON EPITHELIUM DEVELOPMENT | 4 | 93 | 1.094e-05 | 0.0004174 |
123 | FOREBRAIN DEVELOPMENT | 6 | 357 | 1.282e-05 | 0.000485 |
124 | CARDIAC ATRIUM DEVELOPMENT | 3 | 31 | 1.331e-05 | 0.0004993 |
125 | LYMPHOCYTE ACTIVATION INVOLVED IN IMMUNE RESPONSE | 4 | 98 | 1.347e-05 | 0.0005014 |
126 | SKIN DEVELOPMENT | 5 | 211 | 1.433e-05 | 0.0005291 |
127 | POSITIVE REGULATION OF GLIAL CELL DIFFERENTIATION | 3 | 32 | 1.467e-05 | 0.0005332 |
128 | REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER IN RESPONSE TO HYPOXIA | 3 | 32 | 1.467e-05 | 0.0005332 |
129 | HEART VALVE DEVELOPMENT | 3 | 34 | 1.766e-05 | 0.000637 |
130 | CARDIAC VENTRICLE DEVELOPMENT | 4 | 106 | 1.837e-05 | 0.0006575 |
131 | MEMBRANE PROTEIN PROTEOLYSIS | 3 | 35 | 1.93e-05 | 0.0006802 |
132 | B CELL ACTIVATION INVOLVED IN IMMUNE RESPONSE | 3 | 35 | 1.93e-05 | 0.0006802 |
133 | CELL DIFFERENTIATION INVOLVED IN KIDNEY DEVELOPMENT | 3 | 36 | 2.103e-05 | 0.0007357 |
134 | POSITIVE REGULATION OF NEURON PROJECTION DEVELOPMENT | 5 | 232 | 2.262e-05 | 0.0007856 |
135 | REGULATION OF STEM CELL DIFFERENTIATION | 4 | 113 | 2.364e-05 | 0.0008147 |
136 | SENSORY ORGAN MORPHOGENESIS | 5 | 239 | 2.609e-05 | 0.0008927 |
137 | EMBRYONIC ORGAN DEVELOPMENT | 6 | 406 | 2.65e-05 | 9e-04 |
138 | COCHLEA DEVELOPMENT | 3 | 39 | 2.684e-05 | 0.0009048 |
139 | REGULATION OF NEURON PROJECTION DEVELOPMENT | 6 | 408 | 2.724e-05 | 0.0009118 |
140 | REGULATION OF ORGAN MORPHOGENESIS | 5 | 242 | 2.77e-05 | 0.0009206 |
141 | AORTA DEVELOPMENT | 3 | 41 | 3.124e-05 | 0.00103 |
142 | CENTRAL NERVOUS SYSTEM DEVELOPMENT | 8 | 872 | 3.144e-05 | 0.00103 |
143 | POSITIVE REGULATION OF CELLULAR COMPONENT ORGANIZATION | 9 | 1152 | 3.216e-05 | 0.001047 |
144 | KIDNEY EPITHELIUM DEVELOPMENT | 4 | 125 | 3.514e-05 | 0.001135 |
145 | NEGATIVE REGULATION OF STEM CELL DIFFERENTIATION | 3 | 43 | 3.609e-05 | 0.001158 |
146 | NEGATIVE REGULATION OF CELL PROLIFERATION | 7 | 643 | 3.669e-05 | 0.001169 |
147 | MUSCLE STRUCTURE DEVELOPMENT | 6 | 432 | 3.751e-05 | 0.001187 |
148 | NEGATIVE REGULATION OF HEMOPOIESIS | 4 | 128 | 3.856e-05 | 0.001212 |
149 | NEGATIVE REGULATION OF GENE EXPRESSION | 10 | 1493 | 3.917e-05 | 0.001223 |
150 | REGULATION OF EPIDERMAL CELL DIFFERENTIATION | 3 | 45 | 4.142e-05 | 0.001285 |
151 | NEGATIVE REGULATION OF NITROGEN COMPOUND METABOLIC PROCESS | 10 | 1517 | 4.492e-05 | 0.001384 |
152 | POSITIVE REGULATION OF GLIOGENESIS | 3 | 47 | 4.723e-05 | 0.001446 |
153 | GLIAL CELL DIFFERENTIATION | 4 | 136 | 4.887e-05 | 0.001486 |
154 | CELL ACTIVATION INVOLVED IN IMMUNE RESPONSE | 4 | 139 | 5.321e-05 | 0.001608 |
155 | NEURON DEVELOPMENT | 7 | 687 | 5.586e-05 | 0.001677 |
156 | HEAD DEVELOPMENT | 7 | 709 | 6.817e-05 | 0.002033 |
157 | IMMUNE EFFECTOR PROCESS | 6 | 486 | 7.218e-05 | 0.002139 |
158 | UROGENITAL SYSTEM DEVELOPMENT | 5 | 299 | 7.574e-05 | 0.00223 |
159 | OUTFLOW TRACT MORPHOGENESIS | 3 | 56 | 8.001e-05 | 0.002341 |
160 | POSITIVE REGULATION OF CELL PROJECTION ORGANIZATION | 5 | 303 | 8.064e-05 | 0.002345 |
161 | POSITIVE REGULATION OF NEURON DIFFERENTIATION | 5 | 306 | 8.447e-05 | 0.002441 |
162 | REGULATION OF GLIAL CELL DIFFERENTIATION | 3 | 59 | 9.355e-05 | 0.002687 |
163 | REGULATION OF HEMOPOIESIS | 5 | 314 | 9.539e-05 | 0.002723 |
164 | POSITIVE REGULATION OF CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION | 4 | 162 | 9.645e-05 | 0.002736 |
165 | EMBRYONIC DIGIT MORPHOGENESIS | 3 | 61 | 0.0001034 | 0.002915 |
166 | SOMITOGENESIS | 3 | 62 | 0.0001085 | 0.003023 |
167 | CARDIAC VENTRICLE MORPHOGENESIS | 3 | 62 | 0.0001085 | 0.003023 |
168 | REGULATION OF PROTEIN BINDING | 4 | 168 | 0.000111 | 0.003074 |
169 | REGULATION OF EPIDERMIS DEVELOPMENT | 3 | 63 | 0.0001138 | 0.003097 |
170 | APPENDAGE DEVELOPMENT | 4 | 169 | 0.0001136 | 0.003097 |
171 | LIMB DEVELOPMENT | 4 | 169 | 0.0001136 | 0.003097 |
172 | LOOP OF HENLE DEVELOPMENT | 2 | 11 | 0.0001186 | 0.003154 |
173 | NEGATIVE REGULATION OF SPROUTING ANGIOGENESIS | 2 | 11 | 0.0001186 | 0.003154 |
174 | NEGATIVE REGULATION OF GLIAL CELL PROLIFERATION | 2 | 11 | 0.0001186 | 0.003154 |
175 | REGULATION OF PROTEIN ACETYLATION | 3 | 64 | 0.0001193 | 0.003154 |
176 | VENTRICULAR TRABECULA MYOCARDIUM MORPHOGENESIS | 2 | 11 | 0.0001186 | 0.003154 |
177 | GLIOGENESIS | 4 | 175 | 0.0001299 | 0.003416 |
178 | FOREBRAIN GENERATION OF NEURONS | 3 | 66 | 0.0001308 | 0.003418 |
179 | REGULATION OF CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION | 5 | 337 | 0.0001329 | 0.003454 |
180 | REGULATION OF DNA TEMPLATED TRANSCRIPTION IN RESPONSE TO STRESS | 3 | 67 | 0.0001367 | 0.003535 |
181 | AMYLOID PRECURSOR PROTEIN METABOLIC PROCESS | 2 | 12 | 0.0001422 | 0.003597 |
182 | DISTAL TUBULE DEVELOPMENT | 2 | 12 | 0.0001422 | 0.003597 |
183 | LATERAL VENTRICLE DEVELOPMENT | 2 | 12 | 0.0001422 | 0.003597 |
184 | POSITIVE REGULATION OF ASTROCYTE DIFFERENTIATION | 2 | 12 | 0.0001422 | 0.003597 |
185 | COVALENT CHROMATIN MODIFICATION | 5 | 345 | 0.0001483 | 0.003721 |
186 | REGULATION OF IMMUNE SYSTEM PROCESS | 9 | 1403 | 0.0001487 | 0.003721 |
187 | REGULATION OF CELL PROJECTION ORGANIZATION | 6 | 558 | 0.000154 | 0.003833 |
188 | REGULATION OF CYTOKINE PRODUCTION | 6 | 563 | 0.0001617 | 0.003958 |
189 | POSITIVE REGULATION OF CELL PROLIFERATION | 7 | 814 | 0.0001615 | 0.003958 |
190 | SKIN EPIDERMIS DEVELOPMENT | 3 | 71 | 0.0001625 | 0.003958 |
191 | CELL FATE SPECIFICATION | 3 | 71 | 0.0001625 | 0.003958 |
192 | NEURONAL STEM CELL DIVISION | 2 | 13 | 0.0001679 | 0.003966 |
193 | NEGATIVE REGULATION OF OLIGODENDROCYTE DIFFERENTIATION | 2 | 13 | 0.0001679 | 0.003966 |
194 | EPITHELIAL CELL DEVELOPMENT | 4 | 186 | 0.0001643 | 0.003966 |
195 | VASCULAR SMOOTH MUSCLE CELL DIFFERENTIATION | 2 | 13 | 0.0001679 | 0.003966 |
196 | LEFT RIGHT AXIS SPECIFICATION | 2 | 13 | 0.0001679 | 0.003966 |
197 | NEUROBLAST DIVISION | 2 | 13 | 0.0001679 | 0.003966 |
198 | POSITIVE REGULATION OF STAT CASCADE | 3 | 73 | 0.0001765 | 0.004126 |
199 | POSITIVE REGULATION OF JAK STAT CASCADE | 3 | 73 | 0.0001765 | 0.004126 |
200 | REGULATION OF ESTABLISHMENT OF PLANAR POLARITY INVOLVED IN NEURAL TUBE CLOSURE | 2 | 14 | 0.0001957 | 0.004531 |
201 | BETA AMYLOID METABOLIC PROCESS | 2 | 14 | 0.0001957 | 0.004531 |
202 | POSITIVE REGULATION OF PROTEIN MODIFICATION PROCESS | 8 | 1135 | 0.0002001 | 0.00459 |
203 | CELL MORPHOGENESIS INVOLVED IN NEURON DIFFERENTIATION | 5 | 368 | 0.0002003 | 0.00459 |
204 | RESPIRATORY SYSTEM DEVELOPMENT | 4 | 197 | 0.0002047 | 0.00467 |
205 | REGULATION OF CELL DEATH | 9 | 1472 | 0.0002142 | 0.004851 |
206 | SOMITE DEVELOPMENT | 3 | 78 | 0.0002148 | 0.004851 |
207 | RESPONSE TO MURAMYL DIPEPTIDE | 2 | 15 | 0.0002256 | 0.005047 |
208 | REGULATION OF CELL PROLIFERATION INVOLVED IN HEART MORPHOGENESIS | 2 | 15 | 0.0002256 | 0.005047 |
209 | POSITIVE REGULATION OF PROTEIN METABOLIC PROCESS | 9 | 1492 | 0.0002372 | 0.00528 |
210 | NEGATIVE REGULATION OF CELL DEATH | 7 | 872 | 0.0002468 | 0.005467 |
211 | POSITIVE REGULATION OF INTRACELLULAR SIGNAL TRANSDUCTION | 7 | 876 | 0.0002538 | 0.005596 |
212 | MORPHOGENESIS OF AN ENDOTHELIUM | 2 | 16 | 0.0002576 | 0.005602 |
213 | CARDIAC RIGHT VENTRICLE MORPHOGENESIS | 2 | 16 | 0.0002576 | 0.005602 |
214 | APOPTOTIC PROCESS INVOLVED IN MORPHOGENESIS | 2 | 16 | 0.0002576 | 0.005602 |
215 | REGULATION OF PEPTIDYL TYROSINE PHOSPHORYLATION | 4 | 213 | 0.0002758 | 0.005969 |
216 | GLAND DEVELOPMENT | 5 | 395 | 0.0002779 | 0.005986 |
217 | REGULATION OF CHROMATIN BINDING | 2 | 17 | 0.0002917 | 0.006226 |
218 | MEMBRANE PROTEIN INTRACELLULAR DOMAIN PROTEOLYSIS | 2 | 17 | 0.0002917 | 0.006226 |
219 | TISSUE REMODELING | 3 | 87 | 0.0002965 | 0.0063 |
220 | CELLULAR COMPONENT MORPHOGENESIS | 7 | 900 | 0.0002993 | 0.006331 |
221 | SEGMENTATION | 3 | 89 | 0.000317 | 0.006675 |
222 | PERICARDIUM DEVELOPMENT | 2 | 18 | 0.0003279 | 0.006841 |
223 | REGULATION OF GLIOGENESIS | 3 | 90 | 0.0003276 | 0.006841 |
224 | TELENCEPHALON DEVELOPMENT | 4 | 228 | 0.0003572 | 0.007419 |
225 | REGULATION OF DNA BINDING | 3 | 93 | 0.0003608 | 0.007461 |
226 | REGULATION OF CELLULAR RESPONSE TO GROWTH FACTOR STIMULUS | 4 | 229 | 0.0003631 | 0.007477 |
227 | REGULATION OF CELL MIGRATION INVOLVED IN SPROUTING ANGIOGENESIS | 2 | 19 | 0.0003661 | 0.007504 |
228 | CANONICAL WNT SIGNALING PATHWAY | 3 | 95 | 0.0003841 | 0.007838 |
229 | CARDIOCYTE DIFFERENTIATION | 3 | 96 | 0.0003961 | 0.008047 |
230 | MEMORY | 3 | 98 | 0.0004208 | 0.008475 |
231 | POSITIVE REGULATION OF GROWTH | 4 | 238 | 0.0004202 | 0.008475 |
232 | LEFT RIGHT PATTERN FORMATION | 2 | 21 | 0.0004487 | 0.008848 |
233 | REGULATION OF GLIAL CELL PROLIFERATION | 2 | 21 | 0.0004487 | 0.008848 |
234 | APOPTOTIC PROCESS INVOLVED IN DEVELOPMENT | 2 | 21 | 0.0004487 | 0.008848 |
235 | COCHLEA MORPHOGENESIS | 2 | 21 | 0.0004487 | 0.008848 |
236 | POSITIVE REGULATION OF TRANSMEMBRANE RECEPTOR PROTEIN SERINE THREONINE KINASE SIGNALING PATHWAY | 3 | 100 | 0.0004464 | 0.008848 |
237 | BETA CATENIN DESTRUCTION COMPLEX DISASSEMBLY | 2 | 22 | 0.0004932 | 0.009682 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | NOTCH BINDING | 8 | 18 | 4e-19 | 3.716e-16 |
2 | TRANSCRIPTION FACTOR ACTIVITY PROTEIN BINDING | 10 | 588 | 7.904e-09 | 3.671e-06 |
3 | RECEPTOR BINDING | 13 | 1476 | 6.661e-08 | 2.063e-05 |
4 | BETA CATENIN BINDING | 5 | 84 | 1.52e-07 | 3.53e-05 |
5 | TRANSCRIPTION COACTIVATOR ACTIVITY | 7 | 296 | 2.203e-07 | 4.094e-05 |
6 | TRANSCRIPTION FACTOR BINDING | 8 | 524 | 7.412e-07 | 0.0001148 |
7 | CALCIUM ION BINDING | 8 | 697 | 6.194e-06 | 0.000822 |
8 | CHROMATIN BINDING | 6 | 435 | 3.899e-05 | 0.004528 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | CHROMOSOME | 8 | 880 | 3.357e-05 | 0.00565 |
2 | APICAL PART OF CELL | 6 | 361 | 1.366e-05 | 0.00565 |
3 | CHROMATIN | 6 | 441 | 4.209e-05 | 0.00565 |
4 | NUCLEAR CHROMATIN | 5 | 291 | 6.663e-05 | 0.00565 |
5 | NUCLEOPLASM PART | 7 | 708 | 6.756e-05 | 0.00565 |
6 | GOLGI MEMBRANE | 7 | 703 | 6.461e-05 | 0.00565 |
7 | APICAL PLASMA MEMBRANE | 5 | 292 | 6.772e-05 | 0.00565 |
8 | WNT SIGNALOSOME | 2 | 11 | 0.0001186 | 0.00866 |
Num | Pathway | Pathview | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|---|
1 | hsa04330_Notch_signaling_pathway | 30 | 47 | 6.921e-85 | 1.246e-82 | |
2 | hsa04320_Dorso.ventral_axis_formation | 4 | 25 | 5.089e-08 | 4.58e-06 | |
3 | hsa04310_Wnt_signaling_pathway | 6 | 151 | 8.571e-08 | 5.143e-06 | |
4 | hsa04916_Melanogenesis | 4 | 101 | 1.518e-05 | 0.000683 | |
5 | hsa04110_Cell_cycle | 3 | 128 | 0.0009162 | 0.03298 | |
6 | hsa04720_Long.term_potentiation | 2 | 70 | 0.004931 | 0.1376 | |
7 | hsa04520_Adherens_junction | 2 | 73 | 0.00535 | 0.1376 | |
8 | hsa04350_TGF.beta_signaling_pathway | 2 | 85 | 0.007188 | 0.1617 | |
9 | hsa04722_Neurotrophin_signaling_pathway | 2 | 127 | 0.01549 | 0.3099 | |
10 | hsa04390_Hippo_signaling_pathway | 2 | 154 | 0.02225 | 0.3686 | |
11 | hsa04630_Jak.STAT_signaling_pathway | 2 | 155 | 0.02252 | 0.3686 |
Num | lncRNA | miRNAs | miRNAs count | Gene | Sponge regulatory network | lncRNA log2FC | lncRNA pvalue | Gene log2FC | Gene pvalue | lncRNA-gene Pearson correlation |
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