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-29b-3p | ABCB6 | 0.18 | 0.08561 | 0.1 | 0.06312 | MirTarget | -0.13 | 0 | NA | |
2 | hsa-miR-29b-3p | ABL1 | 0.18 | 0.08561 | -0.01 | 0.80282 | miRNATAP | -0.18 | 0 | NA | |
3 | hsa-miR-29b-3p | ABL2 | 0.18 | 0.08561 | 0.12 | 0.01311 | mirMAP | -0.13 | 0 | NA | |
4 | hsa-miR-29b-3p | ADAM22 | 0.18 | 0.08561 | 0.22 | 0.04639 | miRNATAP | -0.21 | 4.0E-5 | NA | |
5 | hsa-miR-29b-3p | ADAMTS10 | 0.18 | 0.08561 | -0.06 | 0.34973 | MirTarget; miRNATAP | -0.13 | 1.0E-5 | NA | |
6 | hsa-miR-29b-3p | ADAMTS17 | 0.18 | 0.08561 | 0.21 | 0.03129 | MirTarget; miRNATAP | -0.18 | 8.0E-5 | NA | |
7 | hsa-miR-29b-3p | ADAMTS6 | 0.18 | 0.08561 | -0.12 | 0.24023 | MirTarget; miRNATAP | -0.49 | 0 | NA | |
8 | hsa-miR-29b-3p | ADAMTS7 | 0.18 | 0.08561 | -0.77 | 0 | MirTarget; miRNATAP | -0.23 | 0.00014 | NA | |
9 | hsa-miR-29b-3p | ADAMTS9 | 0.18 | 0.08561 | 0.11 | 0.31553 | miRNATAP | -0.25 | 0 | NA | |
10 | hsa-miR-29b-3p | ADCYAP1R1 | 0.18 | 0.08561 | 0.8 | 0 | miRNATAP | -0.19 | 0.00635 | NA | |
11 | hsa-miR-29b-3p | ADM2 | 0.18 | 0.08561 | -0.69 | 0 | mirMAP | -0.16 | 0.01332 | NA | |
12 | hsa-miR-29b-3p | AFF4 | 0.18 | 0.08561 | 0.05 | 0.41457 | miRNATAP | -0.11 | 0 | NA | |
13 | hsa-miR-29b-3p | AKAP13 | 0.18 | 0.08561 | -0.09 | 0.14298 | MirTarget; miRNATAP | -0.13 | 0 | NA | |
14 | hsa-miR-29b-3p | AMMECR1 | 0.18 | 0.08561 | -0.11 | 0.0201 | miRNATAP | -0.16 | 0 | NA | |
15 | hsa-miR-29b-3p | AMMECR1L | 0.18 | 0.08561 | -0.09 | 0.025 | MirTarget; miRNATAP | -0.17 | 0 | NA | |
16 | hsa-miR-29b-3p | ANKRD13B | 0.18 | 0.08561 | 0.09 | 0.14467 | MirTarget; miRNATAP | -0.2 | 0 | NA | |
17 | hsa-miR-29b-3p | ARHGAP19 | 0.18 | 0.08561 | -0.03 | 0.4825 | mirMAP | -0.15 | 0 | NA | |
18 | hsa-miR-29b-3p | ARID3A | 0.18 | 0.08561 | -0.24 | 6.0E-5 | mirMAP | -0.13 | 0 | NA | |
19 | hsa-miR-29b-3p | ARRDC3 | 0.18 | 0.08561 | -0.12 | 0.04815 | MirTarget; miRNATAP | -0.1 | 4.0E-5 | NA | |
20 | hsa-miR-29b-3p | ARVCF | 0.18 | 0.08561 | 0.13 | 0.01897 | MirTarget; miRNATAP | -0.16 | 0 | NA | |
21 | hsa-miR-29b-3p | ATAD2B | 0.18 | 0.08561 | -0.07 | 0.17656 | MirTarget; miRNATAP | -0.24 | 0 | NA | |
22 | hsa-miR-29b-3p | ATP7A | 0.18 | 0.08561 | -0.18 | 0.00025 | miRNATAP | -0.12 | 0 | NA | |
23 | hsa-miR-29b-3p | BACH2 | 0.18 | 0.08561 | -0.06 | 0.32181 | MirTarget; miRNATAP | -0.2 | 0 | NA | |
24 | hsa-miR-29b-3p | BIRC6 | 0.18 | 0.08561 | 0.12 | 0.05351 | miRNATAP | -0.13 | 0 | NA | |
25 | hsa-miR-29b-3p | BLMH | 0.18 | 0.08561 | -0.12 | 0.01017 | MirTarget; miRNATAP | -0.17 | 0 | NA | |
26 | hsa-miR-29b-3p | BMF | 0.18 | 0.08561 | -0.43 | 1.0E-5 | MirTarget; miRNATAP | -0.26 | 0 | NA | |
27 | hsa-miR-29b-3p | BMP1 | 0.18 | 0.08561 | -0.3 | 0 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.22 | 0 | NA | |
28 | hsa-miR-29b-3p | BRD3 | 0.18 | 0.08561 | 0.08 | 0.14277 | miRNATAP | -0.21 | 0 | NA | |
29 | hsa-miR-29b-3p | BRWD3 | 0.18 | 0.08561 | -0.07 | 0.49067 | MirTarget; miRNATAP | -0.36 | 0 | NA | |
30 | hsa-miR-29b-3p | BTBD7 | 0.18 | 0.08561 | 0.09 | 0.07012 | miRNATAP | -0.12 | 0 | NA | |
31 | hsa-miR-29b-3p | C16orf87 | 0.18 | 0.08561 | -0.11 | 0.02794 | mirMAP; miRNATAP | -0.19 | 0 | NA | |
32 | hsa-miR-29b-3p | C1QTNF6 | 0.18 | 0.08561 | -0.32 | 1.0E-5 | miRNATAP | -0.26 | 0 | NA | |
33 | hsa-miR-29b-3p | CACNG4 | 0.18 | 0.08561 | 0.06 | 0.65731 | miRNATAP | -0.5 | 0 | NA | |
34 | hsa-miR-29b-3p | CASZ1 | 0.18 | 0.08561 | -0.06 | 0.59914 | miRNATAP | -0.2 | 0.00025 | NA | |
35 | hsa-miR-29b-3p | CBX2 | 0.18 | 0.08561 | -0.58 | 0 | miRNATAP | -0.43 | 0 | NA | |
36 | hsa-miR-29b-3p | CBX5 | 0.18 | 0.08561 | -0.06 | 0.31998 | miRNATAP | -0.15 | 0 | NA | |
37 | hsa-miR-29b-3p | CBX8 | 0.18 | 0.08561 | -0.24 | 0 | mirMAP | -0.15 | 0 | NA | |
38 | hsa-miR-29b-3p | CCDC117 | 0.18 | 0.08561 | 0.03 | 0.51322 | MirTarget; miRNATAP | -0.11 | 0 | NA | |
39 | hsa-miR-29b-3p | CCNA2 | 0.18 | 0.08561 | -1.13 | 0 | MirTarget | -0.4 | 0 | NA | |
40 | hsa-miR-29b-3p | CCND1 | 0.18 | 0.08561 | -0.52 | 0 | mirMAP | -0.31 | 0 | NA | |
41 | hsa-miR-29b-3p | CCND2 | 0.18 | 0.08561 | -0.28 | 0.00231 | MirTarget; miRNATAP | -0.2 | 0 | 22330340; 24130168 | In addition to CCND2 miR-29 also targets E2F7 another cell cycle regulator;We further demonstrated that miR-29 family acted as tumor suppressors through targeting CCND2 and matrix metalloproteinase-2 genes in GC |
42 | hsa-miR-29b-3p | CCNJ | 0.18 | 0.08561 | -0.04 | 0.44486 | MirTarget | -0.24 | 0 | NA | |
43 | hsa-miR-29b-3p | CD276 | 0.18 | 0.08561 | -0.46 | 0 | MirTarget; miRNATAP | -0.18 | 0 | NA | |
44 | hsa-miR-29b-3p | CD93 | 0.18 | 0.08561 | -0.97 | 0 | MirTarget | -0.25 | 2.0E-5 | NA | |
45 | hsa-miR-29b-3p | CDC42SE1 | 0.18 | 0.08561 | -0.09 | 0.05934 | MirTarget | -0.13 | 0 | NA | |
46 | hsa-miR-29b-3p | CDCA4 | 0.18 | 0.08561 | -0.52 | 0 | MirTarget | -0.26 | 0 | NA | |
47 | hsa-miR-29b-3p | CDK6 | 0.18 | 0.08561 | -0.51 | 1.0E-5 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.27 | 0 | 26180082; 23245396; 25472644; 23591808; 27230400; 20086245 | Knockdown of NTSR1 increased the expression of miR-29b-1 and miR-129-3p which were responsible for the decreased CDK6 expression;The IFN-γ-induced G1-arrest of melanoma cells involves down-regulation of CDK6 which we proved to be a direct target of miR-29 in these cells;Moreover miR-29b inhibited the expression of MCL1 and CDK6;Here we have identified the oncogene cyclin-dependent protein kinase 6 CDK6 as a direct target of miR-29b in lung cancer;MiR 29b suppresses the proliferation and migration of osteosarcoma cells by targeting CDK6; In this study we investigated the role of miR-29b as a novel regulator of CDK6 using bioinformatics methods; We demonstrated that CDK6 can be downregulated by miR-29b via binding to the 3'-UTR region in osteosarcoma cells; Furthermore we identified an inverse correlation between miR-29b and CDK6 protein levels in osteosarcoma tissues; The results revealed that miR-29b acts as a tumor suppressor of osteosarcoma by targeting CDK6 in the proliferation and migration processes;microRNA expression profile and identification of miR 29 as a prognostic marker and pathogenetic factor by targeting CDK6 in mantle cell lymphoma; Furthermore we demonstrate miR-29 inhibition of CDK6 protein and mRNA levels by direct binding to 3'-untranslated region; Inverse correlation between miR-29 and CDK6 was observed in MCL |
48 | hsa-miR-29b-3p | CECR2 | 0.18 | 0.08561 | 0.21 | 0.02445 | miRNAWalker2 validate | -0.36 | 0 | NA | |
49 | hsa-miR-29b-3p | CLCN5 | 0.18 | 0.08561 | -0.11 | 0.02027 | miRNATAP | -0.14 | 0 | NA | |
50 | hsa-miR-29b-3p | CLK2 | 0.18 | 0.08561 | -0.03 | 0.56085 | MirTarget; miRNATAP | -0.12 | 0 | NA | |
51 | hsa-miR-29b-3p | COL1A1 | 0.18 | 0.08561 | -1.24 | 0 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.24 | 0.01364 | NA | |
52 | hsa-miR-29b-3p | COL1A2 | 0.18 | 0.08561 | -0.95 | 0 | miRNATAP | -0.13 | 0.03544 | NA | |
53 | hsa-miR-29b-3p | COL2A1 | 0.18 | 0.08561 | -0.75 | 0.00037 | MirTarget; miRNATAP | -0.32 | 0.00134 | NA | |
54 | hsa-miR-29b-3p | COL3A1 | 0.18 | 0.08561 | -1.43 | 0 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.44 | 0 | NA | |
55 | hsa-miR-29b-3p | COL4A1 | 0.18 | 0.08561 | -1.37 | 0 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.35 | 0 | NA | |
56 | hsa-miR-29b-3p | COL4A2 | 0.18 | 0.08561 | -1.21 | 0 | miRTarBase; MirTarget; miRNATAP | -0.24 | 0.0002 | NA | |
57 | hsa-miR-29b-3p | COL4A4 | 0.18 | 0.08561 | 0.01 | 0.93704 | MirTarget; miRNATAP | -0.23 | 4.0E-5 | NA | |
58 | hsa-miR-29b-3p | COL7A1 | 0.18 | 0.08561 | 0.01 | 0.93339 | MirTarget; miRNATAP | -0.26 | 7.0E-5 | NA | |
59 | hsa-miR-29b-3p | COL9A1 | 0.18 | 0.08561 | -0.28 | 0.17201 | miRNATAP | -0.23 | 0.01927 | NA | |
60 | hsa-miR-29b-3p | COMMD2 | 0.18 | 0.08561 | -0.09 | 0.06189 | MirTarget; miRNATAP | -0.14 | 0 | NA | |
61 | hsa-miR-29b-3p | COQ5 | 0.18 | 0.08561 | -0.03 | 0.40527 | MirTarget | -0.1 | 0 | NA | |
62 | hsa-miR-29b-3p | CRISPLD1 | 0.18 | 0.08561 | -0.54 | 0 | MirTarget; miRNATAP | -0.23 | 0 | NA | |
63 | hsa-miR-29b-3p | CTDSPL2 | 0.18 | 0.08561 | -0.09 | 0.09901 | MirTarget | -0.15 | 0 | NA | |
64 | hsa-miR-29b-3p | CTNND1 | 0.18 | 0.08561 | -0.14 | 0.01752 | miRNATAP | -0.13 | 0 | NA | |
65 | hsa-miR-29b-3p | DCAF12 | 0.18 | 0.08561 | -0.05 | 0.33237 | miRNATAP | -0.18 | 0 | NA | |
66 | hsa-miR-29b-3p | DCAF5 | 0.18 | 0.08561 | 0.16 | 0.00087 | miRNATAP | -0.1 | 0 | NA | |
67 | hsa-miR-29b-3p | DCAF7 | 0.18 | 0.08561 | -0 | 0.95508 | MirTarget; miRNATAP | -0.2 | 0 | NA | |
68 | hsa-miR-29b-3p | DCX | 0.18 | 0.08561 | 0.35 | 0.02122 | MirTarget; miRNATAP | -0.59 | 0 | NA | |
69 | hsa-miR-29b-3p | DDX46 | 0.18 | 0.08561 | -0.03 | 0.48875 | MirTarget | -0.12 | 0 | NA | |
70 | hsa-miR-29b-3p | DENND1B | 0.18 | 0.08561 | -0.03 | 0.68777 | miRNATAP | -0.14 | 1.0E-5 | NA | |
71 | hsa-miR-29b-3p | DGCR2 | 0.18 | 0.08561 | 0.25 | 0.00027 | mirMAP | -0.15 | 0 | NA | |
72 | hsa-miR-29b-3p | DGKD | 0.18 | 0.08561 | 0.06 | 0.29383 | MirTarget; miRNATAP | -0.15 | 0 | NA | |
73 | hsa-miR-29b-3p | DLGAP1 | 0.18 | 0.08561 | 0.62 | 0 | miRNATAP | -0.13 | 0.02142 | NA | |
74 | hsa-miR-29b-3p | DNMT1 | 0.18 | 0.08561 | -0.33 | 0 | miRNAWalker2 validate; miRTarBase | -0.2 | 0 | 21625215 | MiRNA-dependent regulation of MEG3 expression was studied by evaluating the involvement of miR-29 which can modulate DNMT 1 and 3 |
75 | hsa-miR-29b-3p | DNMT3A | 0.18 | 0.08561 | -0.27 | 0 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.12 | 0 | 23939044; 26171207; 24798303; 26471361; 25874772; 17890317; 22479643; 25746661 | The miR-29 family miR-29a -29b and -29c which negatively regulates DNMT3A and DNMT3B was examined in association with the Wnt/β-catenin signaling pathway; The expression of miR-29a and miR-29b was partially regulated by DNMT3A and DNMT3B in a positive feedback loop;In addition a significant inverse correlation was identified between the expression levels of DNMT3A and miR-29b in estrogen receptor-positive breast cancer patients P=0.027;Consistent with miR-29's role in targeting DNA methyltransferase 3A DNMT3A a key enzyme regulating DNA methylation we found a significant inverse correlation P<0.001 between miR-29 and DNMT3A gene expression suggesting that they might be functionally antagonistic;Mechanistically ATDC exerted its oncogenic effects by suppressing miR-29 and subsequent upregulation of DNMT3A leading to DNA methylation and silencing of the tumor suppressor PTEN;The de-regulation of the miR-29 family and DNA methyltransferase 3A DNMT3A is associated with gastric cancer GC;Among the reported down-regulated miRNAs in lung cancer the miRNA miR-29 family 29a 29b and 29c has intriguing complementarities to the 3'-UTRs of DNA methyltransferase DNMT3A and -3B de novo methyltransferases two key enzymes involved in DNA methylation that are frequently up-regulated in lung cancer and associated with poor prognosis;The miR-29 family and predicted target genes were among the most strongly anti-correlated miRNA:mRNA pairs; over-expression of miR-29a in vitro repressed several anti-correlated genes including DNMT3A and DNMT3B and substantially decreased ovarian cancer cell viability;DNMT3A and 3B genes can be regulated post-transcriptionally by miR-29 family |
76 | hsa-miR-29b-3p | DNMT3B | 0.18 | 0.08561 | -0.33 | 0 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.26 | 0 | 23939044; 26404322; 22479643 | The miR-29 family miR-29a -29b and -29c which negatively regulates DNMT3A and DNMT3B was examined in association with the Wnt/β-catenin signaling pathway; The expression of miR-29a and miR-29b was partially regulated by DNMT3A and DNMT3B in a positive feedback loop;The induction of miR-29b was accompanied with suppression of its downstream target DNMT3B in a dose-dependent manner; The reduction of luciferase activity of DNMT3B 3'-UTR reporter by fucoidan was as markedly as that by miR-29b mimic indicating that fucoidan induced miR-29b to suppress DNMT3B;The miR-29 family and predicted target genes were among the most strongly anti-correlated miRNA:mRNA pairs; over-expression of miR-29a in vitro repressed several anti-correlated genes including DNMT3A and DNMT3B and substantially decreased ovarian cancer cell viability |
77 | hsa-miR-29b-3p | DOLPP1 | 0.18 | 0.08561 | -0.05 | 0.19957 | MirTarget; miRNATAP | -0.11 | 0 | NA | |
78 | hsa-miR-29b-3p | DOT1L | 0.18 | 0.08561 | -0.2 | 0.00987 | MirTarget; miRNATAP | -0.36 | 0 | NA | |
79 | hsa-miR-29b-3p | DPYSL3 | 0.18 | 0.08561 | 0.1 | 0.2298 | MirTarget | -0.26 | 0 | NA | |
80 | hsa-miR-29b-3p | DTX4 | 0.18 | 0.08561 | 0.32 | 0.00014 | miRNATAP | -0.1 | 0.00401 | NA | |
81 | hsa-miR-29b-3p | DYNLT1 | 0.18 | 0.08561 | -0.21 | 0.00063 | miRNATAP | -0.22 | 0 | NA | |
82 | hsa-miR-29b-3p | E2F7 | 0.18 | 0.08561 | -1.47 | 0 | miRNATAP | -0.39 | 0 | 22330340 | In addition to CCND2 miR-29 also targets E2F7 another cell cycle regulator |
83 | hsa-miR-29b-3p | EDC3 | 0.18 | 0.08561 | 0.03 | 0.52019 | MirTarget; miRNATAP | -0.15 | 0 | NA | |
84 | hsa-miR-29b-3p | ELF2 | 0.18 | 0.08561 | -0.07 | 0.09471 | MirTarget; miRNATAP | -0.12 | 0 | NA | |
85 | hsa-miR-29b-3p | ELN | 0.18 | 0.08561 | -0.53 | 0 | MirTarget; miRNATAP | -0.2 | 0 | NA | |
86 | hsa-miR-29b-3p | EML4 | 0.18 | 0.08561 | -0.29 | 0 | MirTarget; miRNATAP | -0.15 | 0 | NA | |
87 | hsa-miR-29b-3p | EPHB3 | 0.18 | 0.08561 | -0.19 | 0.01544 | miRNATAP | -0.29 | 0 | NA | |
88 | hsa-miR-29b-3p | FLVCR2 | 0.18 | 0.08561 | 0.11 | 0.27506 | MirTarget | -0.25 | 0 | NA | |
89 | hsa-miR-29b-3p | FYN | 0.18 | 0.08561 | 0.05 | 0.37684 | miRNATAP | -0.15 | 0 | NA | |
90 | hsa-miR-29b-3p | GAB1 | 0.18 | 0.08561 | -0.04 | 0.47459 | MirTarget | -0.13 | 0 | NA | |
91 | hsa-miR-29b-3p | GLIS2 | 0.18 | 0.08561 | 0.02 | 0.73656 | MirTarget; miRNATAP | -0.27 | 0 | NA | |
92 | hsa-miR-29b-3p | GNA13 | 0.18 | 0.08561 | -0.02 | 0.78967 | MirTarget | -0.11 | 0 | NA | |
93 | hsa-miR-29b-3p | GNB4 | 0.18 | 0.08561 | -0.15 | 0.04001 | MirTarget | -0.19 | 0 | NA | |
94 | hsa-miR-29b-3p | GPATCH2 | 0.18 | 0.08561 | -0.04 | 0.25585 | MirTarget | -0.13 | 0 | NA | |
95 | hsa-miR-29b-3p | GPR173 | 0.18 | 0.08561 | 0.26 | 0.00062 | mirMAP | -0.25 | 0 | NA | |
96 | hsa-miR-29b-3p | GRIK3 | 0.18 | 0.08561 | -0.13 | 0.21403 | mirMAP | -0.29 | 0 | NA | |
97 | hsa-miR-29b-3p | GSK3B | 0.18 | 0.08561 | 0.01 | 0.89186 | miRTarBase; miRNATAP | -0.1 | 0 | NA | |
98 | hsa-miR-29b-3p | GSTA4 | 0.18 | 0.08561 | 0.17 | 0.00165 | miRNATAP | -0.15 | 0 | NA | |
99 | hsa-miR-29b-3p | GTPBP1 | 0.18 | 0.08561 | 0.08 | 0.13085 | mirMAP | -0.11 | 0 | NA | |
100 | hsa-miR-29b-3p | HAPLN3 | 0.18 | 0.08561 | -0.59 | 0 | MirTarget | -0.17 | 0.00033 | NA | |
101 | hsa-miR-29b-3p | HAS3 | 0.18 | 0.08561 | -0.25 | 0.0003 | miRNATAP | -0.23 | 0 | NA | |
102 | hsa-miR-29b-3p | HDAC4 | 0.18 | 0.08561 | 0.39 | 0 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.18 | 0 | NA | |
103 | hsa-miR-29b-3p | HELZ | 0.18 | 0.08561 | -0.02 | 0.7556 | MirTarget | -0.13 | 0 | NA | |
104 | hsa-miR-29b-3p | HMCN1 | 0.18 | 0.08561 | -0.23 | 0.02301 | MirTarget; miRNATAP | -0.3 | 0 | NA | |
105 | hsa-miR-29b-3p | HMGCR | 0.18 | 0.08561 | 0.23 | 0.00294 | miRNATAP | -0.11 | 0.00128 | NA | |
106 | hsa-miR-29b-3p | HNF4G | 0.18 | 0.08561 | -0.28 | 0.00371 | MirTarget; miRNATAP | -0.16 | 0.00074 | NA | |
107 | hsa-miR-29b-3p | HNRNPF | 0.18 | 0.08561 | -0.15 | 0.00366 | miRNATAP | -0.1 | 0 | NA | |
108 | hsa-miR-29b-3p | HNRNPUL1 | 0.18 | 0.08561 | -0.11 | 0.07847 | miRNATAP | -0.11 | 0 | NA | |
109 | hsa-miR-29b-3p | ID1 | 0.18 | 0.08561 | 0 | 0.9757 | MirTarget | -0.25 | 0 | 22249264; 24662327 | Incubation of lung cancer cells with the Src inhibitor saracatinib led to the upregulation of several miRNAs including miR-29b which was the most highly upregulated miRNA with predicted binding to the ID1 3'-untranslated region UTR; Luciferase reporter assays confirmed direct binding of miR-29b to the ID1 3'-UTR; Expression of miR-29b suppressed ID1 levels and significantly reduced migration and invasion;Id 1 a protein repressed by miR 29b facilitates the TGFβ1 induced epithelial mesenchymal transition in human ovarian cancer cells |
110 | hsa-miR-29b-3p | IGF1R | 0.18 | 0.08561 | 0.14 | 0.0366 | mirMAP | -0.11 | 1.0E-5 | NA | |
111 | hsa-miR-29b-3p | ILDR2 | 0.18 | 0.08561 | -0.21 | 0.12015 | MirTarget | -0.28 | 1.0E-5 | NA | |
112 | hsa-miR-29b-3p | ISG20L2 | 0.18 | 0.08561 | -0.15 | 0.00047 | MirTarget | -0.14 | 0 | NA | |
113 | hsa-miR-29b-3p | JARID2 | 0.18 | 0.08561 | 0.14 | 0.00609 | MirTarget; miRNATAP | -0.12 | 0 | NA | |
114 | hsa-miR-29b-3p | KCTD15 | 0.18 | 0.08561 | 0.02 | 0.74648 | MirTarget; miRNATAP | -0.15 | 0 | NA | |
115 | hsa-miR-29b-3p | KCTD20 | 0.18 | 0.08561 | 0.05 | 0.49428 | MirTarget | -0.17 | 0 | NA | |
116 | hsa-miR-29b-3p | KCTD3 | 0.18 | 0.08561 | 0.02 | 0.74148 | miRNATAP | -0.15 | 0 | NA | |
117 | hsa-miR-29b-3p | KCTD5 | 0.18 | 0.08561 | -0.07 | 0.12512 | MirTarget; miRNATAP | -0.19 | 0 | NA | |
118 | hsa-miR-29b-3p | KDELC1 | 0.18 | 0.08561 | -0.31 | 0 | miRNATAP | -0.28 | 0 | NA | |
119 | hsa-miR-29b-3p | KDM5A | 0.18 | 0.08561 | -0.13 | 0.02989 | miRNATAP | -0.16 | 0 | NA | |
120 | hsa-miR-29b-3p | KDM5B | 0.18 | 0.08561 | 0 | 0.96593 | MirTarget | -0.23 | 0 | NA | |
121 | hsa-miR-29b-3p | KDM6B | 0.18 | 0.08561 | -0.02 | 0.72325 | miRNATAP | -0.25 | 0 | NA | |
122 | hsa-miR-29b-3p | KIAA0895L | 0.18 | 0.08561 | 0.21 | 0.00974 | MirTarget; miRNATAP | -0.19 | 0 | NA | |
123 | hsa-miR-29b-3p | KIAA1549 | 0.18 | 0.08561 | 0.18 | 0.01821 | miRNATAP | -0.27 | 0 | NA | |
124 | hsa-miR-29b-3p | KIF21B | 0.18 | 0.08561 | 0.57 | 0 | mirMAP | -0.14 | 0.00061 | NA | |
125 | hsa-miR-29b-3p | KIF26A | 0.18 | 0.08561 | 0.2 | 0.12211 | miRNATAP | -0.54 | 0 | NA | |
126 | hsa-miR-29b-3p | KIF26B | 0.18 | 0.08561 | -0.36 | 0.00285 | miRNATAP | -0.14 | 0.01379 | NA | |
127 | hsa-miR-29b-3p | KLHL25 | 0.18 | 0.08561 | 0.42 | 0 | MirTarget | -0.3 | 0 | NA | |
128 | hsa-miR-29b-3p | LAMC1 | 0.18 | 0.08561 | -0.64 | 0 | MirTarget; miRNATAP | -0.15 | 0.00022 | NA | |
129 | hsa-miR-29b-3p | LDOC1L | 0.18 | 0.08561 | 0.18 | 0.00268 | MirTarget; miRNATAP | -0.14 | 0 | NA | |
130 | hsa-miR-29b-3p | LIF | 0.18 | 0.08561 | -1.17 | 0 | MirTarget; miRNATAP | -0.17 | 0.03493 | NA | |
131 | hsa-miR-29b-3p | LIMS1 | 0.18 | 0.08561 | -0.2 | 0.02024 | MirTarget; miRNATAP | -0.16 | 3.0E-5 | NA | |
132 | hsa-miR-29b-3p | LMX1A | 0.18 | 0.08561 | 0.85 | 0.00067 | miRNATAP | -0.41 | 0.00054 | NA | |
133 | hsa-miR-29b-3p | LPL | 0.18 | 0.08561 | 0.69 | 0 | miRNATAP | -0.2 | 0.00214 | NA | |
134 | hsa-miR-29b-3p | LRCH3 | 0.18 | 0.08561 | -0.08 | 0.21559 | mirMAP | -0.22 | 0 | NA | |
135 | hsa-miR-29b-3p | LRP6 | 0.18 | 0.08561 | 0.06 | 0.30332 | miRNATAP | -0.15 | 0 | NA | |
136 | hsa-miR-29b-3p | MAFB | 0.18 | 0.08561 | 0.11 | 0.20024 | miRNATAP | -0.1 | 0.01008 | NA | |
137 | hsa-miR-29b-3p | MAPRE1 | 0.18 | 0.08561 | -0.06 | 0.23602 | MirTarget | -0.17 | 0 | NA | |
138 | hsa-miR-29b-3p | MARCH1 | 0.18 | 0.08561 | 0.1 | 0.22337 | miRNATAP | -0.13 | 0.0011 | NA | |
139 | hsa-miR-29b-3p | MAZ | 0.18 | 0.08561 | -0.04 | 0.54539 | miRNATAP | -0.13 | 0 | NA | |
140 | hsa-miR-29b-3p | MCL1 | 0.18 | 0.08561 | -0.14 | 0.04605 | miRNAWalker2 validate; miRTarBase; MirTarget; miRNATAP | -0.1 | 2.0E-5 | 24155920; 20041405; 25472644; 27063186; 19850741; 24992675 | Finally miR-29a and miR-29b targeted MCL1 mRNA in GICs and increased apoptosis;Subsequent investigation characterized two antiapoptotic molecules Bcl-2 and Mcl-1 as direct targets of miR-29; Furthermore silencing of Bcl-2 and Mcl-1 phenocopied the proapoptotic effect of miR-29 whereas overexpression of these proteins attenuated the effect of miR-29;Moreover miR-29b inhibited the expression of MCL1 and CDK6;miR 29b and miR 198 overexpression in CD8+ T cells of renal cell carcinoma patients down modulates JAK3 and MCL 1 leading to immune dysfunction; In particular JAK3 and MCL-1 were down-regulated in patient CD8+ T cells versus their normal counterparts likely due to defective suppressor activity of miR-29b and miR-198 in RCC CD8+ T cells; Indeed specific inhibition of miR-29b or miR-198 in peripheral blood mononuclear cells PBMCs isolated from RCC patients resulted in the up-regulation of JAK3 and MCL-1 proteins and significant improvement of cell survival in vitro;A significant enrichment for apoptosis genes including MCL-1 was found among the mRNAs inversely correlated with miR-29b expression in 45 primary AML samples;BAG3 upregulates Mcl 1 through downregulation of miR 29b to induce anticancer drug resistance in ovarian cancer; Upregulation of miR-29b also reduced levels of Mcl-1 and sensitized ES2 cells to low-dose paclitaxel; BAG3 knockdown appears to downregulate expression of Mcl-1 through upregulation of miR-29b thereby increasing the chemosensitivity of ovarian clear cell carcinoma cells |
141 | hsa-miR-29b-3p | MED26 | 0.18 | 0.08561 | -0.08 | 0.01725 | miRNATAP | -0.1 | 0 | NA | |
142 | hsa-miR-29b-3p | MEST | 0.18 | 0.08561 | -0.58 | 0 | MirTarget; miRNATAP | -0.31 | 0 | NA | |
143 | hsa-miR-29b-3p | MEX3B | 0.18 | 0.08561 | 0.14 | 0.15689 | miRNATAP | -0.39 | 0 | NA | |
144 | hsa-miR-29b-3p | MFAP2 | 0.18 | 0.08561 | -1.34 | 0 | miRNATAP | -0.21 | 0.02756 | NA | |
145 | hsa-miR-29b-3p | MIER3 | 0.18 | 0.08561 | -0.06 | 0.19132 | MirTarget; miRNATAP | -0.14 | 0 | NA | |
146 | hsa-miR-29b-3p | MKI67 | 0.18 | 0.08561 | -1.51 | 0 | miRNAWalker2 validate | -0.74 | 0 | NA | |
147 | hsa-miR-29b-3p | MLXIP | 0.18 | 0.08561 | -0.19 | 0.00037 | MirTarget | -0.13 | 0 | NA | |
148 | hsa-miR-29b-3p | MMD2 | 0.18 | 0.08561 | 0.72 | 0 | miRNATAP | -0.15 | 0.02776 | NA | |
149 | hsa-miR-29b-3p | MMP15 | 0.18 | 0.08561 | -0.1 | 0.23201 | miRNAWalker2 validate | -0.3 | 0 | NA | |
150 | hsa-miR-29b-3p | MMP2 | 0.18 | 0.08561 | -0.7 | 0 | miRNAWalker2 validate; miRTarBase; miRNATAP | -0.28 | 0 | 26155940; 20657750; 25866219; 24130681; 24130168; 26063204 | In this study we found that only miR-29b inhibited tumor cell migration and invasion by reducing MMP-2 activity via phospho-AKT/β-catenin signaling and stimulated a more epithelial-like morphology;Further a novel target with potential implications for invasion and metastasis matrix metallopeptidase-2 MMP-2 was identified and confirmed to be a miR-29b target in prostate cancer cells;miR 29b inhibits the progression of esophageal squamous cell carcinoma by targeting MMP 2; The impact of overexpression of miR-29b on putative target MMP-2 were subsequently confirmed via Western blot; Overexpression of miR-29b significantly decreased p<0.05 the protein level of MMP-2 which has previously been identified as a direct target of miR-29b; Thus our study demonstrated that overexpression of miR-29b inhibits tumor growth in part by targeting MMP-2;Since miR-29b plays a role in regulating the migration of cancer cells we hypothesized that HAG induces miR-29b expression to target matrix metalloproteinase-2 MMP-2 thereby suppressing the migration of colon cancer cells; Our study supports the understanding that targeting MMP-2 by miR-29b is a mechanism by which HAG suppresses the migration of colon cancer cells;We further demonstrated that miR-29 family acted as tumor suppressors through targeting CCND2 and matrix metalloproteinase-2 genes in GC;Furthermore the dual-luciferase reporter assay demonstrated that miR-29b inhibited the expression of the luciferase gene containing the 3'-UTRs of MMP2 and PTEN mRNA; Western blotting and quantitative RT-PCR indicated that miR-29b down-regulated the expression of MMP2 at the protein and mRNA levels; Taken together our results demonstrate that miR-29b serves as a tumor metastasis suppressor which suppresses NSCLC cell metastasis by directly inhibiting MMP2 expression |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 60 | 1784 | 9.909e-11 | 4.611e-07 |
2 | EXTRACELLULAR STRUCTURE ORGANIZATION | 22 | 304 | 3.387e-10 | 7.88e-07 |
3 | MULTICELLULAR ORGANISMAL MACROMOLECULE METABOLIC PROCESS | 12 | 79 | 9.569e-10 | 1.484e-06 |
4 | MULTICELLULAR ORGANISM METABOLIC PROCESS | 12 | 93 | 6.545e-09 | 7.614e-06 |
5 | REGULATION OF MULTICELLULAR ORGANISMAL DEVELOPMENT | 52 | 1672 | 3.18e-08 | 2.96e-05 |
6 | CHROMATIN MODIFICATION | 26 | 539 | 4.359e-08 | 3.381e-05 |
7 | CENTRAL NERVOUS SYSTEM DEVELOPMENT | 33 | 872 | 2.036e-07 | 0.0001353 |
8 | POSITIVE REGULATION OF GENE EXPRESSION | 51 | 1733 | 2.508e-07 | 0.0001459 |
9 | REGULATION OF CELL DIFFERENTIATION | 46 | 1492 | 2.938e-07 | 0.0001519 |
10 | TISSUE DEVELOPMENT | 46 | 1518 | 4.793e-07 | 0.000223 |
11 | CHROMATIN ORGANIZATION | 27 | 663 | 6.996e-07 | 0.0002504 |
12 | CARDIOVASCULAR SYSTEM DEVELOPMENT | 30 | 788 | 6.718e-07 | 0.0002504 |
13 | CIRCULATORY SYSTEM DEVELOPMENT | 30 | 788 | 6.718e-07 | 0.0002504 |
14 | VASCULATURE DEVELOPMENT | 22 | 469 | 7.943e-07 | 0.000264 |
15 | CELLULAR RESPONSE TO OXYGEN CONTAINING COMPOUND | 30 | 799 | 8.952e-07 | 0.0002777 |
16 | POSITIVE REGULATION OF BIOSYNTHETIC PROCESS | 50 | 1805 | 1.993e-06 | 0.0005796 |
17 | NEUROGENESIS | 42 | 1402 | 2.181e-06 | 0.0005822 |
18 | REGULATION OF CELL DEVELOPMENT | 30 | 836 | 2.252e-06 | 0.0005822 |
19 | ORGAN MORPHOGENESIS | 30 | 841 | 2.539e-06 | 0.0006218 |
20 | NEGATIVE REGULATION OF CHROMATIN MODIFICATION | 7 | 45 | 2.75e-06 | 0.0006398 |
21 | REGULATION OF GENE EXPRESSION EPIGENETIC | 14 | 229 | 4.39e-06 | 0.0009728 |
22 | CELLULAR RESPONSE TO ENDOGENOUS STIMULUS | 33 | 1008 | 4.896e-06 | 0.001036 |
23 | CARTILAGE DEVELOPMENT | 11 | 147 | 7.074e-06 | 0.001407 |
24 | REGULATION OF CHROMATIN SILENCING | 5 | 21 | 8.637e-06 | 0.001407 |
25 | RESPONSE TO OXYGEN CONTAINING COMPOUND | 40 | 1381 | 8.772e-06 | 0.001407 |
26 | HEAD DEVELOPMENT | 26 | 709 | 7.581e-06 | 0.001407 |
27 | CELLULAR RESPONSE TO AMINO ACID STIMULUS | 7 | 53 | 8.493e-06 | 0.001407 |
28 | NEGATIVE REGULATION OF DEVELOPMENTAL PROCESS | 28 | 801 | 8.162e-06 | 0.001407 |
29 | REGULATION OF GENE SILENCING | 7 | 52 | 7.459e-06 | 0.001407 |
30 | REGULATION OF CELL PROLIFERATION | 42 | 1496 | 1.087e-05 | 0.001685 |
31 | ANATOMICAL STRUCTURE FORMATION INVOLVED IN MORPHOGENESIS | 31 | 957 | 1.194e-05 | 0.001736 |
32 | POSITIVE REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 32 | 1004 | 1.184e-05 | 0.001736 |
33 | RESPONSE TO GROWTH FACTOR | 20 | 475 | 1.265e-05 | 0.001784 |
34 | COLLAGEN FIBRIL ORGANIZATION | 6 | 38 | 1.325e-05 | 0.001813 |
35 | RESPONSE TO ALCOHOL | 17 | 362 | 1.441e-05 | 0.001915 |
36 | BLOOD VESSEL MORPHOGENESIS | 17 | 364 | 1.547e-05 | 0.001945 |
37 | CELLULAR RESPONSE TO REACTIVE OXYGEN SPECIES | 9 | 104 | 1.52e-05 | 0.001945 |
38 | ANGIOGENESIS | 15 | 293 | 1.699e-05 | 0.002081 |
39 | CONNECTIVE TISSUE DEVELOPMENT | 12 | 194 | 1.893e-05 | 0.002259 |
40 | PEPTIDYL AMINO ACID MODIFICATION | 28 | 841 | 1.985e-05 | 0.002309 |
41 | EMBRYO DEVELOPMENT | 29 | 894 | 2.264e-05 | 0.002569 |
42 | SKELETAL SYSTEM DEVELOPMENT | 19 | 455 | 2.343e-05 | 0.002596 |
43 | POSITIVE REGULATION OF CHROMATIN MODIFICATION | 8 | 85 | 2.466e-05 | 0.002669 |
44 | POSITIVE REGULATION OF DEVELOPMENTAL PROCESS | 34 | 1142 | 2.55e-05 | 0.002696 |
45 | POSITIVE REGULATION OF NEURON DIFFERENTIATION | 15 | 306 | 2.818e-05 | 0.002913 |
46 | COVALENT CHROMATIN MODIFICATION | 16 | 345 | 2.999e-05 | 0.003033 |
47 | CHROMOSOME ORGANIZATION | 31 | 1009 | 3.305e-05 | 0.003272 |
48 | PEPTIDYL LYSINE MODIFICATION | 15 | 312 | 3.524e-05 | 0.003352 |
49 | RESPONSE TO TRANSFORMING GROWTH FACTOR BETA | 10 | 144 | 3.53e-05 | 0.003352 |
50 | CELL MORPHOGENESIS INVOLVED IN DIFFERENTIATION | 20 | 513 | 3.784e-05 | 0.003522 |
51 | RESPONSE TO ESTRADIOL | 10 | 146 | 3.973e-05 | 0.003555 |
52 | NEURON DIFFERENTIATION | 28 | 874 | 3.931e-05 | 0.003555 |
53 | GLAND DEVELOPMENT | 17 | 395 | 4.349e-05 | 0.003818 |
54 | NEGATIVE REGULATION OF GENE EXPRESSION | 40 | 1493 | 5.177e-05 | 0.00438 |
55 | REGULATION OF EPITHELIAL CELL PROLIFERATION | 14 | 285 | 5.088e-05 | 0.00438 |
56 | NEURON PROJECTION MORPHOGENESIS | 17 | 402 | 5.407e-05 | 0.004492 |
57 | REGULATION OF CHROMATIN ORGANIZATION | 10 | 152 | 5.594e-05 | 0.004567 |
58 | RESPONSE TO ENDOGENOUS STIMULUS | 39 | 1450 | 5.97e-05 | 0.004789 |
59 | CELL MORPHOGENESIS INVOLVED IN NEURON DIFFERENTIATION | 16 | 368 | 6.472e-05 | 0.005104 |
60 | NEGATIVE REGULATION OF NITROGEN COMPOUND METABOLIC PROCESS | 40 | 1517 | 7.336e-05 | 0.005689 |
61 | REGULATION OF HISTONE H3 K9 METHYLATION | 4 | 17 | 7.644e-05 | 0.005831 |
62 | POSITIVE REGULATION OF CELL PROLIFERATION | 26 | 814 | 7.874e-05 | 0.00591 |
63 | PROTEIN AUTOPHOSPHORYLATION | 11 | 192 | 8.427e-05 | 0.006224 |
64 | POSITIVE REGULATION OF HISTONE METHYLATION | 5 | 33 | 8.784e-05 | 0.006386 |
65 | CELLULAR RESPONSE TO NITROGEN COMPOUND | 19 | 505 | 9.463e-05 | 0.006774 |
66 | PROTEIN MODIFICATION BY SMALL PROTEIN CONJUGATION OR REMOVAL | 27 | 873 | 9.785e-05 | 0.006898 |
67 | NEURON DEVELOPMENT | 23 | 687 | 0.0001034 | 0.007075 |
68 | DEMETHYLATION | 6 | 54 | 0.0001028 | 0.007075 |
69 | REGULATION OF NEURON DIFFERENTIATION | 20 | 554 | 0.0001086 | 0.007325 |
70 | POSITIVE REGULATION OF CELL DEVELOPMENT | 18 | 472 | 0.0001222 | 0.007786 |
71 | NEGATIVE REGULATION OF MULTICELLULAR ORGANISMAL PROCESS | 29 | 983 | 0.0001219 | 0.007786 |
72 | NEGATIVE REGULATION OF TRANSCRIPTION FROM RNA POLYMERASE II PROMOTER | 24 | 740 | 0.0001186 | 0.007786 |
73 | BIOLOGICAL ADHESION | 30 | 1032 | 0.0001202 | 0.007786 |
74 | RESPONSE TO ETHANOL | 9 | 136 | 0.0001257 | 0.007903 |
75 | NEGATIVE REGULATION OF HISTONE MODIFICATION | 5 | 36 | 0.0001348 | 0.008366 |
76 | NEGATIVE REGULATION OF CELL DIFFERENTIATION | 21 | 609 | 0.0001385 | 0.00848 |
77 | REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 24 | 750 | 0.0001452 | 0.008773 |
78 | POSITIVE REGULATION OF NERVOUS SYSTEM DEVELOPMENT | 17 | 437 | 0.0001487 | 0.008869 |
79 | NEURON PROJECTION GUIDANCE | 11 | 205 | 0.0001506 | 0.008869 |
80 | DNA METHYLATION OR DEMETHYLATION | 6 | 59 | 0.0001693 | 0.009845 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | EXTRACELLULAR MATRIX STRUCTURAL CONSTITUENT | 12 | 76 | 6.016e-10 | 5.589e-07 |
2 | PLATELET DERIVED GROWTH FACTOR BINDING | 6 | 11 | 3.043e-09 | 1.414e-06 |
3 | MACROMOLECULAR COMPLEX BINDING | 47 | 1399 | 1.624e-08 | 5.029e-06 |
4 | REGULATORY REGION NUCLEIC ACID BINDING | 31 | 818 | 4.763e-07 | 0.0001106 |
5 | TRANSCRIPTION FACTOR ACTIVITY PROTEIN BINDING | 25 | 588 | 8.484e-07 | 0.0001576 |
6 | ZINC ION BINDING | 37 | 1155 | 2.051e-06 | 0.0003176 |
7 | METALLOENDOPEPTIDASE ACTIVITY | 10 | 113 | 4.17e-06 | 0.0005534 |
8 | TRANSITION METAL ION BINDING | 40 | 1400 | 1.207e-05 | 0.001298 |
9 | CHROMATIN BINDING | 19 | 435 | 1.257e-05 | 0.001298 |
10 | PROTEIN COMPLEX BINDING | 30 | 935 | 1.995e-05 | 0.001853 |
11 | SEQUENCE SPECIFIC DNA BINDING | 32 | 1037 | 2.246e-05 | 0.001897 |
12 | TRANSCRIPTION FACTOR BINDING | 20 | 524 | 5.083e-05 | 0.003935 |
13 | NUCLEIC ACID BINDING TRANSCRIPTION FACTOR ACTIVITY | 34 | 1199 | 6.728e-05 | 0.004808 |
14 | DOUBLE STRANDED DNA BINDING | 25 | 764 | 7.413e-05 | 0.004919 |
15 | HISTONE DEACETYLASE BINDING | 8 | 105 | 0.0001124 | 0.006527 |
16 | TRANSCRIPTION FACTOR ACTIVITY RNA POLYMERASE II TRANSCRIPTION FACTOR BINDING | 9 | 133 | 0.000106 | 0.006527 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | PROTEINACEOUS EXTRACELLULAR MATRIX | 28 | 356 | 1.521e-13 | 8.883e-11 |
2 | EXTRACELLULAR MATRIX | 30 | 426 | 3.522e-13 | 1.028e-10 |
3 | EXTRACELLULAR MATRIX COMPONENT | 17 | 125 | 1.827e-12 | 3.556e-10 |
4 | COMPLEX OF COLLAGEN TRIMERS | 8 | 23 | 5.306e-10 | 7.747e-08 |
5 | COLLAGEN TRIMER | 10 | 88 | 4.116e-07 | 4.807e-05 |
6 | BASEMENT MEMBRANE | 10 | 93 | 6.93e-07 | 6.745e-05 |
7 | CHROMATIN | 20 | 441 | 4.241e-06 | 0.0003539 |
8 | BANDED COLLAGEN FIBRIL | 4 | 12 | 1.68e-05 | 0.001226 |
9 | PCG PROTEIN COMPLEX | 6 | 43 | 2.76e-05 | 0.001612 |
10 | ENDOPLASMIC RETICULUM LUMEN | 12 | 201 | 2.691e-05 | 0.001612 |
11 | CHROMOSOME | 27 | 880 | 0.0001116 | 0.005925 |
Num | Pathway | Pathview | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|---|
1 | Focal_adhesion_hsa04510 | 16 | 199 | 2.123e-08 | 1.104e-06 | |
2 | PI3K_Akt_signaling_pathway_hsa04151 | 18 | 352 | 2.475e-06 | 6.435e-05 | |
3 | ECM_receptor_interaction_hsa04512 | 8 | 82 | 1.893e-05 | 0.0003282 | |
4 | Cell_cycle_hsa04110 | 8 | 124 | 0.0003536 | 0.004597 | |
5 | Signaling_pathways_regulating_pluripotency_of_stem_cells_hsa04550 | 8 | 139 | 0.0007561 | 0.007863 | |
6 | ErbB_signaling_pathway_hsa04012 | 5 | 85 | 0.006748 | 0.04739 | |
7 | AMPK_signaling_pathway_hsa04152 | 6 | 121 | 0.007058 | 0.04739 | |
8 | Cellular_senescence_hsa04218 | 7 | 160 | 0.007291 | 0.04739 | |
9 | p53_signaling_pathway_hsa04115 | 4 | 68 | 0.01502 | 0.07913 | |
10 | Ras_signaling_pathway_hsa04014 | 8 | 232 | 0.01649 | 0.07913 | |
11 | Phospholipase_D_signaling_pathway_hsa04072 | 6 | 146 | 0.01674 | 0.07913 | |
12 | Jak_STAT_signaling_pathway_hsa04630 | 6 | 162 | 0.02633 | 0.1088 | |
13 | Hedgehog_signaling_pathway_hsa04340 | 3 | 47 | 0.02774 | 0.1088 | |
14 | Notch_signaling_pathway_hsa04330 | 3 | 48 | 0.02929 | 0.1088 | |
15 | FoxO_signaling_pathway_hsa04068 | 5 | 132 | 0.03779 | 0.131 | |
16 | Phosphatidylinositol_signaling_system_hsa04070 | 4 | 99 | 0.04991 | 0.1622 | |
17 | Hippo_signaling_pathway_hsa04390 | 5 | 154 | 0.06494 | 0.1986 | |
18 | Rap1_signaling_pathway_hsa04015 | 6 | 206 | 0.06933 | 0.2003 | |
19 | Adherens_junction_hsa04520 | 3 | 72 | 0.07948 | 0.2175 | |
20 | Apelin_signaling_pathway_hsa04371 | 4 | 137 | 0.1252 | 0.3256 | |
21 | Wnt_signaling_pathway_hsa04310 | 4 | 146 | 0.1476 | 0.3656 | |
22 | mTOR_signaling_pathway_hsa04150 | 4 | 151 | 0.1607 | 0.3705 | |
23 | HIF_1_signaling_pathway_hsa04066 | 3 | 100 | 0.1639 | 0.3705 | |
24 | VEGF_signaling_pathway_hsa04370 | 2 | 59 | 0.199 | 0.4311 | |
25 | Sphingolipid_signaling_pathway_hsa04071 | 3 | 118 | 0.2277 | 0.4736 | |
26 | Autophagy_animal_hsa04140 | 3 | 128 | 0.2649 | 0.5298 | |
27 | TGF_beta_signaling_pathway_hsa04350 | 2 | 84 | 0.3277 | 0.6004 | |
28 | Regulation_of_actin_cytoskeleton_hsa04810 | 4 | 208 | 0.3304 | 0.6004 | |
29 | TNF_signaling_pathway_hsa04668 | 2 | 108 | 0.446 | 0.7482 | |
30 | cAMP_signaling_pathway_hsa04024 | 3 | 198 | 0.5237 | 0.8252 | |
31 | Apoptosis_hsa04210 | 2 | 138 | 0.5761 | 0.8475 | |
32 | MAPK_signaling_pathway_hsa04010 | 4 | 295 | 0.5918 | 0.8475 | |
33 | Cell_adhesion_molecules_.CAMs._hsa04514 | 2 | 145 | 0.603 | 0.8475 | |
34 | Endocytosis_hsa04144 | 3 | 244 | 0.6645 | 0.8885 | |
35 | cGMP_PKG_signaling_pathway_hsa04022 | 2 | 163 | 0.6664 | 0.8885 | |
36 | Calcium_signaling_pathway_hsa04020 | 2 | 182 | 0.7242 | 0.9034 | |
37 | Cytokine_cytokine_receptor_interaction_hsa04060 | 3 | 270 | 0.7296 | 0.9034 | |
38 | Neuroactive_ligand_receptor_interaction_hsa04080 | 3 | 278 | 0.7476 | 0.904 |