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-590-3p | ACADL | 2.35 | 0 | -2.38 | 0.18566 | miRanda | -0.85 | 2.0E-5 | NA | |
2 | hsa-miR-944 | ACADL | 7.21 | 0.00082 | -2.38 | 0.18566 | MirTarget | -0.31 | 0 | NA | |
3 | hsa-miR-16-5p | ACOX1 | 2.94 | 0 | 0.41 | 0.23 | miRNATAP | -0.11 | 0.00484 | NA | |
4 | hsa-miR-23a-3p | ACOX1 | 0.93 | 0.01273 | 0.41 | 0.23 | mirMAP | -0.15 | 0.0033 | NA | |
5 | hsa-miR-320a | ACOX1 | -0.91 | 0.05656 | 0.41 | 0.23 | mirMAP | -0.14 | 0.00072 | NA | |
6 | hsa-miR-429 | ACOX2 | 6.4 | 0 | -5.25 | 1.0E-5 | miRanda; miRNATAP | -0.22 | 0.00934 | NA | |
7 | hsa-miR-125a-3p | ACSL1 | -0.07 | 0.92074 | -0.26 | 0.66804 | miRanda | -0.24 | 0 | NA | |
8 | hsa-miR-130a-3p | ACSL1 | 0.18 | 0.75775 | -0.26 | 0.66804 | MirTarget; miRNATAP | -0.23 | 0.00014 | NA | |
9 | hsa-miR-181b-5p | ACSL1 | 1.11 | 0.02734 | -0.26 | 0.66804 | MirTarget | -0.27 | 0.00011 | NA | |
10 | hsa-miR-191-5p | ACSL1 | 1.59 | 0.00074 | -0.26 | 0.66804 | miRNAWalker2 validate | -0.23 | 0.00192 | NA | |
11 | hsa-miR-192-5p | ACSL1 | 1.78 | 0.11349 | -0.26 | 0.66804 | miRNAWalker2 validate | -0.13 | 4.0E-5 | NA | |
12 | hsa-miR-301a-3p | ACSL1 | 1.99 | 0.00081 | -0.26 | 0.66804 | MirTarget; miRNATAP | -0.16 | 0.00641 | NA | |
13 | hsa-miR-335-5p | ACSL1 | 0.17 | 0.8039 | -0.26 | 0.66804 | miRNAWalker2 validate | -0.25 | 0 | NA | |
14 | hsa-miR-454-3p | ACSL1 | 1.4 | 0.00366 | -0.26 | 0.66804 | MirTarget | -0.21 | 0.00407 | NA | |
15 | hsa-miR-93-3p | ACSL1 | 2.63 | 0 | -0.26 | 0.66804 | miRNAWalker2 validate | -0.22 | 0.00116 | NA | |
16 | hsa-miR-26a-5p | ACSL3 | -0.35 | 0.36204 | 0.32 | 0.39192 | MirTarget | -0.15 | 0.00824 | NA | |
17 | hsa-miR-30e-5p | ACSL3 | 0.78 | 0.03467 | 0.32 | 0.39192 | mirMAP | -0.22 | 0.00012 | NA | |
18 | hsa-miR-342-3p | ACSL3 | 1.31 | 0.02072 | 0.32 | 0.39192 | miRanda | -0.11 | 0.00331 | NA | |
19 | hsa-miR-362-3p | ACSL3 | 0.68 | 0.22615 | 0.32 | 0.39192 | miRanda | -0.1 | 0.00736 | NA | |
20 | hsa-miR-224-3p | ACSL4 | 2.85 | 0.00018 | -0.89 | 0.13062 | MirTarget | -0.15 | 0.0006 | NA | |
21 | hsa-miR-224-5p | ACSL4 | 4.27 | 1.0E-5 | -0.89 | 0.13062 | MirTarget | -0.11 | 0.00143 | NA | |
22 | hsa-miR-3065-3p | ACSL4 | 1.89 | 0.03082 | -0.89 | 0.13062 | MirTarget; miRNATAP | -0.11 | 0.00535 | NA | |
23 | hsa-miR-33a-3p | ACSL4 | 2.06 | 0.00156 | -0.89 | 0.13062 | mirMAP | -0.17 | 0.00096 | NA | |
24 | hsa-miR-378a-3p | ACSL4 | 1.47 | 0.04667 | -0.89 | 0.13062 | miRNAWalker2 validate | -0.18 | 5.0E-5 | NA | |
25 | hsa-miR-429 | ACSL4 | 6.4 | 0 | -0.89 | 0.13062 | miRanda; miRNATAP | -0.15 | 0.00067 | NA | |
26 | hsa-miR-128-3p | ACSL5 | 1.36 | 0.00408 | 0.08 | 0.93844 | miRNAWalker2 validate | -0.45 | 0.00014 | NA | |
27 | hsa-miR-33a-3p | ACSL5 | 2.06 | 0.00156 | 0.08 | 0.93844 | mirMAP | -0.32 | 0.00022 | NA | |
28 | hsa-let-7e-5p | ACSL6 | -0.11 | 0.81474 | 0.19 | 0.87494 | miRNATAP | -0.44 | 0.00181 | NA | |
29 | hsa-miR-129-5p | ACSL6 | -2.67 | 0.00696 | 0.19 | 0.87494 | miRanda; mirMAP | -0.2 | 0.00383 | NA | |
30 | hsa-miR-125a-3p | CD36 | -0.07 | 0.92074 | -1.67 | 0.2244 | miRanda | -0.41 | 8.0E-5 | NA | |
31 | hsa-miR-28-5p | CD36 | -0.82 | 0.02212 | -1.67 | 0.2244 | miRanda | -0.74 | 0.00092 | NA | |
32 | hsa-miR-335-5p | CD36 | 0.17 | 0.8039 | -1.67 | 0.2244 | miRNAWalker2 validate | -0.33 | 0.00423 | NA | |
33 | hsa-miR-96-5p | CD36 | 5.63 | 0 | -1.67 | 0.2244 | MirTarget | -0.32 | 0.00245 | NA | |
34 | hsa-miR-155-5p | CPT1A | 2.81 | 7.0E-5 | -0.96 | 0.06623 | miRNAWalker2 validate | -0.23 | 0 | NA | |
35 | hsa-miR-3613-5p | CPT1A | 4.05 | 0 | -0.96 | 0.06623 | mirMAP | -0.14 | 0.00844 | NA | |
36 | hsa-miR-139-3p | CPT1B | -2.55 | 0.00045 | 2.08 | 0.00019 | PITA | -0.15 | 0.00038 | NA | |
37 | hsa-miR-335-5p | FABP4 | 0.17 | 0.8039 | -2.84 | 0.28091 | miRNAWalker2 validate | -0.73 | 0.00097 | NA | |
38 | hsa-miR-338-5p | FABP4 | -0.11 | 0.89468 | -2.84 | 0.28091 | miRNATAP | -0.79 | 1.0E-5 | NA | |
39 | hsa-miR-589-3p | FABP4 | 1.33 | 0.05263 | -2.84 | 0.28091 | MirTarget | -0.69 | 0.00157 | NA | |
40 | hsa-miR-744-3p | GK | 1.08 | 0.13124 | 0.99 | 0.13854 | MirTarget | -0.25 | 0 | NA | |
41 | hsa-miR-23a-5p | HMGCS2 | 2.87 | 0.00029 | 3.1 | 0.1226 | MirTarget | -0.38 | 0.00796 | NA | |
42 | hsa-let-7b-5p | LPL | -0.19 | 0.65188 | -1.41 | 0.18378 | miRNAWalker2 validate | -0.43 | 0.00277 | NA | |
43 | hsa-miR-320b | LPL | 0.2 | 0.72722 | -1.41 | 0.18378 | miRanda | -0.31 | 0.00299 | NA | |
44 | hsa-miR-30a-5p | ME1 | -0.77 | 0.32049 | 0.03 | 0.98183 | miRNATAP | -0.48 | 0 | NA | |
45 | hsa-miR-30d-5p | ME1 | 0.3 | 0.38019 | 0.03 | 0.98183 | miRNATAP | -0.85 | 2.0E-5 | NA | |
46 | hsa-miR-34a-5p | ME1 | 0.83 | 0.04775 | 0.03 | 0.98183 | miRNAWalker2 validate | -0.5 | 0.00203 | NA | |
47 | hsa-miR-501-3p | OLR1 | 1.72 | 0.00759 | 4.6 | 0.00049 | TargetScan | -0.35 | 0.00247 | NA | |
48 | hsa-miR-2355-5p | PDPK1 | 0.42 | 0.50215 | 0.31 | 0.47594 | mirMAP | -0.1 | 0.00842 | NA | |
49 | hsa-miR-331-3p | PDPK1 | 2.61 | 0 | 0.31 | 0.47594 | miRNAWalker2 validate | -0.12 | 0.00928 | NA | |
50 | hsa-miR-335-5p | PDPK1 | 0.17 | 0.8039 | 0.31 | 0.47594 | mirMAP | -0.12 | 0.0009 | NA | |
51 | hsa-miR-374a-3p | PDPK1 | 0.47 | 0.30527 | 0.31 | 0.47594 | mirMAP | -0.23 | 2.0E-5 | NA | |
52 | hsa-miR-374b-5p | PDPK1 | -0.11 | 0.76489 | 0.31 | 0.47594 | miRNATAP | -0.2 | 0.00228 | NA | |
53 | hsa-miR-424-5p | PDPK1 | 0.21 | 0.75371 | 0.31 | 0.47594 | mirMAP | -0.11 | 0.00322 | NA | |
54 | hsa-miR-505-3p | PDPK1 | 0.59 | 0.22694 | 0.31 | 0.47594 | mirMAP | -0.16 | 0.00135 | NA | |
55 | hsa-miR-590-3p | PDPK1 | 2.35 | 0 | 0.31 | 0.47594 | miRanda; miRNATAP | -0.15 | 0.00127 | NA | |
56 | hsa-miR-7-1-3p | PDPK1 | 1.43 | 0.00471 | 0.31 | 0.47594 | mirMAP | -0.17 | 0.00048 | NA | |
57 | hsa-miR-708-3p | PDPK1 | 0.78 | 0.29065 | 0.31 | 0.47594 | miRNATAP | -0.1 | 0.00176 | NA | |
58 | hsa-miR-181a-2-3p | PPARA | 0.89 | 0.19167 | 0.18 | 0.69545 | mirMAP | -0.18 | 0 | NA | |
59 | hsa-miR-181b-5p | PPARA | 1.11 | 0.02734 | 0.18 | 0.69545 | miRNATAP | -0.16 | 0.00142 | NA | |
60 | hsa-miR-18a-5p | PPARA | 3.91 | 0 | 0.18 | 0.69545 | mirMAP | -0.1 | 0.00866 | NA | |
61 | hsa-miR-339-5p | PPARA | 1.23 | 0.03075 | 0.18 | 0.69545 | mirMAP | -0.12 | 0.00999 | NA | |
62 | hsa-miR-421 | PPARA | 1.98 | 0.00092 | 0.18 | 0.69545 | miRanda; mirMAP | -0.14 | 0.00132 | NA | |
63 | hsa-miR-589-5p | PPARA | 1.56 | 0.00033 | 0.18 | 0.69545 | mirMAP | -0.17 | 0.0038 | NA | |
64 | hsa-miR-766-3p | PPARA | 2.65 | 1.0E-5 | 0.18 | 0.69545 | mirMAP | -0.14 | 0.00075 | NA | |
65 | hsa-miR-940 | PPARA | 3.78 | 5.0E-5 | 0.18 | 0.69545 | mirMAP | -0.12 | 0.00045 | NA | |
66 | hsa-miR-194-3p | PPARD | 1.92 | 0.10538 | 0.42 | 0.28318 | MirTarget | -0.1 | 0 | NA | |
67 | hsa-miR-28-5p | PPARD | -0.82 | 0.02212 | 0.42 | 0.28318 | mirMAP | -0.19 | 0.00219 | NA | |
68 | hsa-miR-497-5p | PPARD | -1.44 | 0.02251 | 0.42 | 0.28318 | mirMAP | -0.1 | 0.00281 | NA | |
69 | hsa-let-7c-5p | SCD | -2.04 | 0.02284 | 3.63 | 0 | MirTarget | -0.16 | 0.00128 | NA | |
70 | hsa-let-7e-5p | SCD | -0.11 | 0.81474 | 3.63 | 0 | miRNAWalker2 validate; MirTarget; miRNATAP | -0.26 | 0.00636 | NA | |
71 | hsa-miR-10a-5p | SCD | -0.48 | 0.59461 | 3.63 | 0 | miRNAWalker2 validate | -0.21 | 2.0E-5 | NA | |
72 | hsa-miR-132-5p | SCD | -0.14 | 0.79744 | 3.63 | 0 | MirTarget | -0.28 | 0.00081 | NA | |
73 | hsa-miR-140-5p | SCD | -0.63 | 0.12667 | 3.63 | 0 | MirTarget; PITA | -0.36 | 0.00071 | NA | |
74 | hsa-miR-145-3p | SCD | -2.96 | 0 | 3.63 | 0 | mirMAP | -0.3 | 1.0E-5 | NA | |
75 | hsa-miR-181c-5p | SCD | -0.3 | 0.53753 | 3.63 | 0 | MirTarget | -0.36 | 7.0E-5 | NA | |
76 | hsa-miR-181d-5p | SCD | -0.53 | 0.32526 | 3.63 | 0 | MirTarget | -0.22 | 0.0079 | NA | |
77 | hsa-miR-192-5p | SCD | 1.78 | 0.11349 | 3.63 | 0 | miRNAWalker2 validate | -0.15 | 9.0E-5 | NA | |
78 | hsa-miR-199a-3p | SCD | -0.49 | 0.38855 | 3.63 | 0 | MirTarget; PITA; miRNATAP | -0.25 | 0.00138 | NA | |
79 | hsa-miR-199b-3p | SCD | -0.48 | 0.398 | 3.63 | 0 | MirTarget; PITA; miRNATAP | -0.25 | 0.00142 | NA | |
80 | hsa-miR-215-5p | SCD | 3.67 | 0.00295 | 3.63 | 0 | miRNAWalker2 validate | -0.1 | 0.00427 | NA | |
81 | hsa-miR-30a-5p | SCD | -0.77 | 0.32049 | 3.63 | 0 | miRNAWalker2 validate | -0.2 | 0.00035 | NA | |
82 | hsa-miR-320a | SCD | -0.91 | 0.05656 | 3.63 | 0 | mirMAP | -0.24 | 0.00847 | NA | |
83 | hsa-miR-328-3p | SCD | -0.41 | 0.43444 | 3.63 | 0 | miRNAWalker2 validate | -0.29 | 0.00054 | NA | |
84 | hsa-miR-664a-5p | SCD | -0.7 | 0.21251 | 3.63 | 0 | MirTarget | -0.29 | 0.00025 | NA | |
85 | hsa-miR-126-5p | SCD5 | -0.42 | 0.32997 | 0.5 | 0.53818 | mirMAP | -0.29 | 0.00665 | NA | |
86 | hsa-miR-330-3p | SCD5 | 2.49 | 0.00013 | 0.5 | 0.53818 | PITA | -0.24 | 0.00076 | NA | |
87 | hsa-miR-590-5p | SCD5 | 1.51 | 0.00239 | 0.5 | 0.53818 | miRanda | -0.24 | 0.00952 | NA | |
88 | hsa-miR-193a-3p | SCP2 | 0.65 | 0.20713 | 0.08 | 0.80465 | MirTarget; miRanda | -0.14 | 0.00012 | NA | |
89 | hsa-miR-20a-3p | SCP2 | 1.99 | 0.00062 | 0.08 | 0.80465 | mirMAP | -0.12 | 0.00023 | NA | |
90 | hsa-miR-590-3p | SCP2 | 2.35 | 0 | 0.08 | 0.80465 | MirTarget; PITA; miRanda; mirMAP; miRNATAP | -0.13 | 0.00059 | NA | |
91 | hsa-miR-590-5p | SCP2 | 1.51 | 0.00239 | 0.08 | 0.80465 | mirMAP | -0.12 | 0.00216 | NA | |
92 | hsa-miR-769-5p | SCP2 | 0.42 | 0.34309 | 0.08 | 0.80465 | miRNAWalker2 validate | -0.19 | 1.0E-5 | NA | |
93 | hsa-miR-18a-5p | SLC27A1 | 3.91 | 0 | -1.33 | 0.0133 | mirMAP | -0.15 | 0.00152 | NA | |
94 | hsa-miR-421 | SLC27A1 | 1.98 | 0.00092 | -1.33 | 0.0133 | miRanda; mirMAP | -0.24 | 0 | NA | |
95 | hsa-miR-940 | SLC27A1 | 3.78 | 5.0E-5 | -1.33 | 0.0133 | MirTarget | -0.14 | 0.0004 | NA | |
96 | hsa-miR-125a-5p | SLC27A4 | -1.32 | 0.00714 | 0.92 | 0.02546 | mirMAP; miRNATAP | -0.28 | 0 | NA | |
97 | hsa-miR-125b-5p | SLC27A4 | -2.01 | 0.00516 | 0.92 | 0.02546 | mirMAP; miRNATAP | -0.13 | 5.0E-5 | NA | |
98 | hsa-miR-452-5p | SLC27A6 | 2.45 | 0.00115 | -4.49 | 0.00142 | MirTarget | -0.45 | 2.0E-5 | NA | |
99 | hsa-miR-590-3p | SLC27A6 | 2.35 | 0 | -4.49 | 0.00142 | miRanda; mirMAP | -0.53 | 0.00083 | NA | |
100 | hsa-let-7a-3p | SORBS1 | 0.83 | 0.04681 | -5.65 | 0 | miRNATAP | -0.59 | 0 | NA | |
101 | hsa-let-7b-3p | SORBS1 | 0.59 | 0.20051 | -5.65 | 0 | miRNATAP | -0.43 | 4.0E-5 | NA | |
102 | hsa-let-7g-3p | SORBS1 | 2.1 | 5.0E-5 | -5.65 | 0 | miRNATAP | -0.37 | 5.0E-5 | NA | |
103 | hsa-miR-142-5p | SORBS1 | 3.96 | 0 | -5.65 | 0 | PITA; miRNATAP | -0.36 | 0 | NA | |
104 | hsa-miR-146b-5p | SORBS1 | 1.88 | 0.00074 | -5.65 | 0 | miRanda | -0.27 | 0.0019 | NA | |
105 | hsa-miR-19b-1-5p | SORBS1 | 1.51 | 0.00147 | -5.65 | 0 | mirMAP | -0.54 | 0 | NA | |
106 | hsa-miR-205-5p | SORBS1 | 8.08 | 0 | -5.65 | 0 | miRNATAP | -0.25 | 0 | NA | |
107 | hsa-miR-22-5p | SORBS1 | 2.38 | 1.0E-5 | -5.65 | 0 | mirMAP | -0.35 | 6.0E-5 | NA | |
108 | hsa-miR-320b | SORBS1 | 0.2 | 0.72722 | -5.65 | 0 | mirMAP | -0.29 | 0.00056 | NA | |
109 | hsa-miR-320c | SORBS1 | -0.11 | 0.854 | -5.65 | 0 | mirMAP | -0.29 | 0.00077 | NA | |
110 | hsa-miR-339-5p | SORBS1 | 1.23 | 0.03075 | -5.65 | 0 | miRanda | -0.46 | 0 | NA | |
111 | hsa-miR-342-3p | SORBS1 | 1.31 | 0.02072 | -5.65 | 0 | miRNATAP | -0.5 | 0 | NA | |
112 | hsa-miR-345-5p | SORBS1 | 2.77 | 4.0E-5 | -5.65 | 0 | miRNATAP | -0.2 | 0.00418 | NA | |
113 | hsa-miR-3607-3p | SORBS1 | 1.38 | 0.02401 | -5.65 | 0 | mirMAP | -0.23 | 0.00382 | NA | |
114 | hsa-miR-421 | SORBS1 | 1.98 | 0.00092 | -5.65 | 0 | miRanda | -0.29 | 0.00033 | NA | |
115 | hsa-miR-429 | SORBS1 | 6.4 | 0 | -5.65 | 0 | miRNATAP | -0.19 | 0.00279 | NA | |
116 | hsa-miR-584-5p | SORBS1 | 1.18 | 0.20286 | -5.65 | 0 | mirMAP | -0.19 | 0.00033 | NA | |
117 | hsa-miR-590-3p | SORBS1 | 2.35 | 0 | -5.65 | 0 | miRanda | -0.6 | 0 | NA | |
118 | hsa-miR-590-5p | SORBS1 | 1.51 | 0.00239 | -5.65 | 0 | miRanda | -0.5 | 0 | NA | |
119 | hsa-miR-944 | SORBS1 | 7.21 | 0.00082 | -5.65 | 0 | PITA; miRNATAP | -0.2 | 0 | NA | |
120 | hsa-miR-130b-3p | UBC | 3.92 | 0 | -0.47 | 0.12977 | miRNATAP | -0.11 | 0.00021 | NA | |
121 | hsa-miR-93-5p | UBC | 2.66 | 0 | -0.47 | 0.12977 | miRNATAP | -0.1 | 0.00523 | NA |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | FATTY ACID METABOLIC PROCESS | 19 | 296 | 5.887e-29 | 2.739e-25 |
2 | CELLULAR LIPID METABOLIC PROCESS | 22 | 913 | 7.318e-25 | 1.703e-21 |
3 | MONOCARBOXYLIC ACID METABOLIC PROCESS | 19 | 503 | 1.632e-24 | 2.444e-21 |
4 | LIPID METABOLIC PROCESS | 23 | 1158 | 2.101e-24 | 2.444e-21 |
5 | LONG CHAIN FATTY ACID METABOLIC PROCESS | 12 | 88 | 6.929e-22 | 5.374e-19 |
6 | FATTY ACID TRANSPORT | 11 | 56 | 6.034e-22 | 5.374e-19 |
7 | ORGANIC ACID METABOLIC PROCESS | 20 | 953 | 6.496e-21 | 4.318e-18 |
8 | SMALL MOLECULE METABOLIC PROCESS | 22 | 1767 | 1.298e-18 | 7.55e-16 |
9 | MONOCARBOXYLIC ACID TRANSPORT | 11 | 124 | 6.498e-18 | 3.359e-15 |
10 | LONG CHAIN FATTY ACID TRANSPORT | 8 | 42 | 5.613e-16 | 2.375e-13 |
11 | LIPID LOCALIZATION | 12 | 264 | 5.495e-16 | 2.375e-13 |
12 | CELLULAR LIPID CATABOLIC PROCESS | 10 | 151 | 5.2e-15 | 2.016e-12 |
13 | ORGANIC ACID TRANSPORT | 11 | 261 | 2.673e-14 | 9.566e-12 |
14 | ORGANIC ANION TRANSPORT | 12 | 387 | 5.354e-14 | 1.779e-11 |
15 | FATTY ACID CATABOLIC PROCESS | 8 | 73 | 6.219e-14 | 1.929e-11 |
16 | FATTY ACID BETA OXIDATION | 7 | 51 | 5.189e-13 | 1.42e-10 |
17 | FATTY ACYL COA METABOLIC PROCESS | 7 | 51 | 5.189e-13 | 1.42e-10 |
18 | MONOCARBOXYLIC ACID CATABOLIC PROCESS | 8 | 96 | 6.01e-13 | 1.554e-10 |
19 | ACYL COA BIOSYNTHETIC PROCESS | 7 | 54 | 7.916e-13 | 1.754e-10 |
20 | LIPID CATABOLIC PROCESS | 10 | 247 | 7.428e-13 | 1.754e-10 |
21 | THIOESTER BIOSYNTHETIC PROCESS | 7 | 54 | 7.916e-13 | 1.754e-10 |
22 | ANION TRANSPORT | 12 | 507 | 1.303e-12 | 2.755e-10 |
23 | LIPID BIOSYNTHETIC PROCESS | 12 | 539 | 2.671e-12 | 5.404e-10 |
24 | LIPID OXIDATION | 7 | 70 | 5.28e-12 | 1.024e-09 |
25 | COENZYME BIOSYNTHETIC PROCESS | 8 | 127 | 5.909e-12 | 1.1e-09 |
26 | THIOESTER METABOLIC PROCESS | 7 | 83 | 1.807e-11 | 3.114e-09 |
27 | ACYL COA METABOLIC PROCESS | 7 | 83 | 1.807e-11 | 3.114e-09 |
28 | COFACTOR BIOSYNTHETIC PROCESS | 8 | 166 | 5.13e-11 | 8.525e-09 |
29 | CARBOXYLIC ACID CATABOLIC PROCESS | 8 | 205 | 2.77e-10 | 4.296e-08 |
30 | ORGANIC ACID CATABOLIC PROCESS | 8 | 205 | 2.77e-10 | 4.296e-08 |
31 | SMALL MOLECULE CATABOLIC PROCESS | 9 | 328 | 4.039e-10 | 6.063e-08 |
32 | SINGLE ORGANISM BIOSYNTHETIC PROCESS | 14 | 1340 | 5.659e-10 | 8.229e-08 |
33 | NEUTRAL LIPID METABOLIC PROCESS | 6 | 85 | 1.722e-09 | 2.428e-07 |
34 | COENZYME METABOLIC PROCESS | 8 | 265 | 2.112e-09 | 2.891e-07 |
35 | REGULATION OF LIPID METABOLIC PROCESS | 8 | 282 | 3.443e-09 | 4.578e-07 |
36 | ION TRANSPORT | 13 | 1262 | 3.63e-09 | 4.691e-07 |
37 | CELLULAR CATABOLIC PROCESS | 13 | 1322 | 6.37e-09 | 8.01e-07 |
38 | SULFUR COMPOUND BIOSYNTHETIC PROCESS | 7 | 203 | 9.89e-09 | 1.211e-06 |
39 | RESPONSE TO OXYGEN CONTAINING COMPOUND | 13 | 1381 | 1.078e-08 | 1.287e-06 |
40 | LIPID MODIFICATION | 7 | 210 | 1.25e-08 | 1.454e-06 |
41 | COFACTOR METABOLIC PROCESS | 8 | 334 | 1.293e-08 | 1.467e-06 |
42 | OXIDATION REDUCTION PROCESS | 11 | 898 | 1.497e-08 | 1.658e-06 |
43 | SINGLE ORGANISM CATABOLIC PROCESS | 11 | 957 | 2.884e-08 | 3.121e-06 |
44 | SMALL MOLECULE BIOSYNTHETIC PROCESS | 8 | 443 | 1.146e-07 | 1.212e-05 |
45 | MONOCARBOXYLIC ACID BIOSYNTHETIC PROCESS | 6 | 172 | 1.194e-07 | 1.234e-05 |
46 | CATABOLIC PROCESS | 13 | 1773 | 2.098e-07 | 2.122e-05 |
47 | ORGANIC HYDROXY COMPOUND METABOLIC PROCESS | 8 | 482 | 2.184e-07 | 2.15e-05 |
48 | RESPONSE TO NUTRIENT | 6 | 191 | 2.218e-07 | 2.15e-05 |
49 | UNSATURATED FATTY ACID METABOLIC PROCESS | 5 | 109 | 3.899e-07 | 3.702e-05 |
50 | LIPID HOMEOSTASIS | 5 | 110 | 4.08e-07 | 3.797e-05 |
51 | GLYCEROLIPID METABOLIC PROCESS | 7 | 356 | 4.58e-07 | 4.179e-05 |
52 | SULFUR COMPOUND METABOLIC PROCESS | 7 | 359 | 4.846e-07 | 4.337e-05 |
53 | FATTY ACID BETA OXIDATION USING ACYL COA OXIDASE | 3 | 13 | 6.962e-07 | 5.89e-05 |
54 | ALPHA LINOLENIC ACID METABOLIC PROCESS | 3 | 13 | 6.962e-07 | 5.89e-05 |
55 | REGULATION OF CHOLESTEROL STORAGE | 3 | 13 | 6.962e-07 | 5.89e-05 |
56 | POSITIVE REGULATION OF LIPID METABOLIC PROCESS | 5 | 128 | 8.669e-07 | 7.203e-05 |
57 | CARBOXYLIC ACID BIOSYNTHETIC PROCESS | 6 | 270 | 1.681e-06 | 0.0001349 |
58 | ORGANIC ACID BIOSYNTHETIC PROCESS | 6 | 270 | 1.681e-06 | 0.0001349 |
59 | RESPONSE TO EXTRACELLULAR STIMULUS | 7 | 441 | 1.916e-06 | 0.0001511 |
60 | FATTY ACID BETA OXIDATION USING ACYL COA DEHYDROGENASE | 3 | 18 | 1.977e-06 | 0.0001533 |
61 | RESPONSE TO FATTY ACID | 4 | 83 | 5.233e-06 | 0.0003992 |
62 | CELLULAR RESPONSE TO ENDOGENOUS STIMULUS | 9 | 1008 | 5.865e-06 | 0.0004401 |
63 | REGULATION OF FATTY ACID METABOLIC PROCESS | 4 | 87 | 6.314e-06 | 0.0004664 |
64 | REGULATION OF MACROPHAGE DERIVED FOAM CELL DIFFERENTIATION | 3 | 28 | 7.864e-06 | 0.0005629 |
65 | REGULATION OF FATTY ACID OXIDATION | 3 | 28 | 7.864e-06 | 0.0005629 |
66 | CELLULAR RESPONSE TO HORMONE STIMULUS | 7 | 552 | 8.399e-06 | 0.0005921 |
67 | RESPONSE TO INSULIN | 5 | 205 | 8.74e-06 | 0.0005996 |
68 | VERY LONG CHAIN FATTY ACID METABOLIC PROCESS | 3 | 29 | 8.763e-06 | 0.0005996 |
69 | RESPONSE TO ENDOGENOUS STIMULUS | 10 | 1450 | 1.521e-05 | 0.001026 |
70 | POSITIVE REGULATION OF PROTEIN LOCALIZATION TO CELL PERIPHERY | 3 | 37 | 1.849e-05 | 0.001195 |
71 | FATTY ACID BIOSYNTHETIC PROCESS | 4 | 114 | 1.844e-05 | 0.001195 |
72 | POSITIVE REGULATION OF PROTEIN LOCALIZATION TO PLASMA MEMBRANE | 3 | 37 | 1.849e-05 | 0.001195 |
73 | RESPONSE TO HORMONE | 8 | 893 | 2.143e-05 | 0.001366 |
74 | REGULATION OF LIPID STORAGE | 3 | 41 | 2.528e-05 | 0.001589 |
75 | RESPONSE TO COLD | 3 | 43 | 2.921e-05 | 0.001788 |
76 | REGULATION OF LIPID BIOSYNTHETIC PROCESS | 4 | 128 | 2.909e-05 | 0.001788 |
77 | REGULATION OF PLASMA LIPOPROTEIN PARTICLE LEVELS | 3 | 45 | 3.352e-05 | 0.002026 |
78 | REGULATION OF ESTABLISHMENT OF PROTEIN LOCALIZATION TO PLASMA MEMBRANE | 3 | 48 | 4.075e-05 | 0.002431 |
79 | RESPONSE TO TEMPERATURE STIMULUS | 4 | 148 | 5.134e-05 | 0.003024 |
80 | RESPONSE TO ABIOTIC STIMULUS | 8 | 1024 | 5.703e-05 | 0.003317 |
81 | ORGANIC HYDROXY COMPOUND TRANSPORT | 4 | 155 | 6.146e-05 | 0.003531 |
82 | REGULATION OF DEFENSE RESPONSE | 7 | 759 | 6.496e-05 | 0.003686 |
83 | HORMONE MEDIATED SIGNALING PATHWAY | 4 | 158 | 6.622e-05 | 0.003712 |
84 | POSITIVE REGULATION OF RESPONSE TO WOUNDING | 4 | 162 | 7.297e-05 | 0.004042 |
85 | RESPONSE TO CARBOHYDRATE | 4 | 168 | 8.403e-05 | 0.0046 |
86 | REGULATION OF CELLULAR KETONE METABOLIC PROCESS | 4 | 173 | 9.413e-05 | 0.005093 |
87 | ORGANIC HYDROXY COMPOUND BIOSYNTHETIC PROCESS | 4 | 175 | 9.841e-05 | 0.005263 |
88 | REGULATION OF TRANSPORT | 10 | 1804 | 9.984e-05 | 0.005279 |
89 | ALCOHOL METABOLIC PROCESS | 5 | 348 | 0.0001096 | 0.005728 |
90 | CELLULAR RESPONSE TO ORGANIC SUBSTANCE | 10 | 1848 | 0.0001223 | 0.006323 |
91 | REGULATION OF SEQUESTERING OF TRIGLYCERIDE | 2 | 12 | 0.0001237 | 0.006323 |
92 | POSITIVE REGULATION OF DEFENSE RESPONSE | 5 | 364 | 0.0001353 | 0.006841 |
93 | CARNITINE METABOLIC PROCESS | 2 | 13 | 0.000146 | 0.007152 |
94 | REGULATION OF PLASMA MEMBRANE ORGANIZATION | 3 | 73 | 0.0001431 | 0.007152 |
95 | REGULATION OF PHOSPHOLIPID BIOSYNTHETIC PROCESS | 2 | 13 | 0.000146 | 0.007152 |
96 | CHEMICAL HOMEOSTASIS | 7 | 874 | 0.0001571 | 0.007614 |
97 | AMINO ACID BETAINE TRANSPORT | 2 | 14 | 0.0001702 | 0.008082 |
98 | POSITIVE REGULATION OF FATTY ACID OXIDATION | 2 | 14 | 0.0001702 | 0.008082 |
99 | POSITIVE REGULATION OF MACROPHAGE DERIVED FOAM CELL DIFFERENTIATION | 2 | 15 | 0.0001962 | 0.009223 |
100 | RESPONSE TO ORGANIC CYCLIC COMPOUND | 7 | 917 | 0.0002114 | 0.009834 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | LONG CHAIN FATTY ACID COA LIGASE ACTIVITY | 8 | 13 | 6.281e-21 | 5.835e-18 |
2 | FATTY ACID LIGASE ACTIVITY | 8 | 16 | 6.264e-20 | 2.91e-17 |
3 | LIGASE ACTIVITY FORMING CARBON SULFUR BONDS | 8 | 40 | 3.664e-16 | 1.135e-13 |
4 | LIGASE ACTIVITY | 8 | 406 | 5.863e-08 | 1.362e-05 |
5 | FATTY ACYL COA BINDING | 4 | 31 | 9.419e-08 | 1.458e-05 |
6 | FATTY ACID BINDING | 4 | 31 | 9.419e-08 | 1.458e-05 |
7 | FATTY ACID TRANSPORTER ACTIVITY | 3 | 12 | 5.361e-07 | 7.114e-05 |
8 | ACYL COA DEHYDROGENASE ACTIVITY | 3 | 17 | 1.649e-06 | 0.0001915 |
9 | MONOCARBOXYLIC ACID BINDING | 4 | 65 | 1.962e-06 | 0.0002025 |
10 | COENZYME BINDING | 5 | 179 | 4.516e-06 | 0.0004195 |
11 | LIPID TRANSPORTER ACTIVITY | 4 | 108 | 1.49e-05 | 0.001229 |
12 | SULFUR COMPOUND BINDING | 5 | 234 | 1.657e-05 | 0.001229 |
13 | ELECTRON CARRIER ACTIVITY | 4 | 112 | 1.72e-05 | 0.001229 |
14 | LIPID BINDING | 7 | 657 | 2.592e-05 | 0.00172 |
15 | COFACTOR BINDING | 5 | 263 | 2.904e-05 | 0.001799 |
16 | OXIDOREDUCTASE ACTIVITY ACTING ON THE CH CH GROUP OF DONORS | 3 | 57 | 6.835e-05 | 0.003969 |
17 | LOW DENSITY LIPOPROTEIN RECEPTOR ACTIVITY | 2 | 13 | 0.000146 | 0.007692 |
18 | FLAVIN ADENINE DINUCLEOTIDE BINDING | 3 | 74 | 0.000149 | 0.007692 |
19 | LONG CHAIN FATTY ACID BINDING | 2 | 14 | 0.0001702 | 0.008323 |
20 | ORGANIC ACID BINDING | 4 | 209 | 0.0001949 | 0.009052 |
21 | LIPOPROTEIN PARTICLE RECEPTOR ACTIVITY | 2 | 16 | 0.0002241 | 0.009913 |
Num | GO | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|
1 | MICROBODY PART | 7 | 93 | 4.085e-11 | 2.386e-08 |
2 | OUTER MEMBRANE | 8 | 190 | 1.512e-10 | 4.414e-08 |
3 | MICROBODY | 7 | 134 | 5.449e-10 | 8.84e-08 |
4 | MITOCHONDRION | 15 | 1633 | 6.055e-10 | 8.84e-08 |
5 | MITOCHONDRIAL ENVELOPE | 11 | 691 | 9.722e-10 | 1.136e-07 |
6 | MICROBODY MEMBRANE | 5 | 58 | 1.606e-08 | 1.563e-06 |
7 | MITOCHONDRIAL PART | 11 | 953 | 2.763e-08 | 2.305e-06 |
8 | ENVELOPE | 11 | 1090 | 1.091e-07 | 7.965e-06 |
9 | MICROBODY LUMEN | 3 | 45 | 3.352e-05 | 0.002175 |
10 | NUCLEAR OUTER MEMBRANE ENDOPLASMIC RETICULUM MEMBRANE NETWORK | 8 | 1005 | 4.993e-05 | 0.002916 |
11 | LIPID PARTICLE | 3 | 62 | 8.794e-05 | 0.004669 |
12 | ENDOPLASMIC RETICULUM PART | 8 | 1163 | 0.0001393 | 0.006782 |
Num | Pathway | Pathview | Overlap | Size | P Value | Adj. P Value |
---|---|---|---|---|---|---|
1 | hsa03320_PPAR_signaling_pathway | 28 | 70 | 3.237e-72 | 5.826e-70 | |
2 | hsa00071_Fatty_acid_metabolism | 9 | 43 | 2.686e-18 | 2.418e-16 | |
3 | hsa04920_Adipocytokine_signaling_pathway | 9 | 68 | 2.298e-16 | 1.379e-14 | |
4 | hsa04146_Peroxisome | 8 | 79 | 1.201e-13 | 5.402e-12 | |
5 | hsa01040_Biosynthesis_of_unsaturated_fatty_acids | 3 | 21 | 3.214e-06 | 0.0001157 | |
6 | hsa00120_Primary_bile_acid_biosynthesis | 2 | 16 | 0.0002241 | 0.006722 | |
7 | hsa04975_Fat_digestion_and_absorption | 2 | 46 | 0.001883 | 0.04842 | |
8 | hsa00561_Glycerolipid_metabolism | 2 | 50 | 0.002221 | 0.04998 | |
9 | hsa04910_Insulin_signaling_pathway | 2 | 138 | 0.01589 | 0.286 | |
10 | hsa04145_Phagosome | 2 | 156 | 0.02001 | 0.312 |
Num | lncRNA | miRNAs | miRNAs count | Gene | Sponge regulatory network | lncRNA log2FC | lncRNA pvalue | Gene log2FC | Gene pvalue | lncRNA-gene Pearson correlation |
---|---|---|---|---|---|---|---|---|---|---|
1 | MAGI2-AS3 | hsa-let-7a-3p;hsa-let-7g-3p;hsa-miR-142-5p;hsa-miR-19b-1-5p;hsa-miR-205-5p;hsa-miR-320b;hsa-miR-339-5p;hsa-miR-345-5p;hsa-miR-3607-3p;hsa-miR-429;hsa-miR-590-3p | 11 | SORBS1 | Sponge network | -4.563 | 0 | -5.647 | 0 | 0.647 |
2 | EMX2OS | hsa-let-7a-3p;hsa-miR-142-5p;hsa-miR-19b-1-5p;hsa-miR-205-5p;hsa-miR-22-5p;hsa-miR-339-5p;hsa-miR-3607-3p;hsa-miR-421;hsa-miR-584-5p;hsa-miR-590-3p;hsa-miR-944 | 11 | SORBS1 | Sponge network | -6.205 | 0.00015 | -5.647 | 0 | 0.623 |
3 | HAND2-AS1 | hsa-let-7a-3p;hsa-let-7g-3p;hsa-miR-19b-1-5p;hsa-miR-205-5p;hsa-miR-22-5p;hsa-miR-339-5p;hsa-miR-345-5p;hsa-miR-3607-3p;hsa-miR-421;hsa-miR-429;hsa-miR-584-5p;hsa-miR-590-3p;hsa-miR-944 | 13 | SORBS1 | Sponge network | -7.871 | 0 | -5.647 | 0 | 0.588 |
4 | MIR143HG | hsa-let-7g-3p;hsa-miR-142-5p;hsa-miR-19b-1-5p;hsa-miR-205-5p;hsa-miR-339-5p;hsa-miR-345-5p;hsa-miR-3607-3p;hsa-miR-429;hsa-miR-590-3p;hsa-miR-590-5p | 10 | SORBS1 | Sponge network | -6.51 | 0 | -5.647 | 0 | 0.58 |
5 | ADAMTS9-AS1 | hsa-let-7g-3p;hsa-miR-19b-1-5p;hsa-miR-205-5p;hsa-miR-320b;hsa-miR-339-5p;hsa-miR-421;hsa-miR-429;hsa-miR-584-5p;hsa-miR-590-3p;hsa-miR-590-5p | 10 | SORBS1 | Sponge network | -8.573 | 0.00012 | -5.647 | 0 | 0.55 |
6 | WT1-AS | hsa-let-7g-3p;hsa-miR-142-5p;hsa-miR-19b-1-5p;hsa-miR-205-5p;hsa-miR-22-5p;hsa-miR-339-5p;hsa-miR-421;hsa-miR-429;hsa-miR-590-3p;hsa-miR-944 | 10 | SORBS1 | Sponge network | -6.875 | 2.0E-5 | -5.647 | 0 | 0.547 |
7 | RP11-166D19.1 | hsa-let-7g-3p;hsa-miR-142-5p;hsa-miR-19b-1-5p;hsa-miR-339-5p;hsa-miR-345-5p;hsa-miR-3607-3p;hsa-miR-429;hsa-miR-590-3p;hsa-miR-590-5p;hsa-miR-944 | 10 | SORBS1 | Sponge network | -4.209 | 2.0E-5 | -5.647 | 0 | 0.496 |