Table 3.
Comparison of numbers of edges in candidate HPI-GWGEN, real HPI-GWGEN of COVID-19-associated ARDS, and real HPI-GWGEN of non-viral ARDS after system identification.
Edges | Candidate HPI-GWGEN |
Real HPI-GWGEN (Non-Viral ARDS) |
Real HPI-GWGEN (COVID-19-Associated ARDS) |
|||
---|---|---|---|---|---|---|
HPI-PPI | HPI-GRN | HPI-PPI | HPI-GRN | HPI-PPI | HPI-GRN | |
Proteins ↔ Proteins | 3,013,811 | 222,665 | 1,400,482 | 128,900 | 1,445,193 | 124,144 |
Proteins ↔ Rcp | 828,208 | 48,644 | 360,024 | 26,382 | 375,835 | 25,551 |
Proteins ↔ TF | 455,807 | 20,823 | 219,681 | 12,044 | 234,620 | 11,616 |
Proteins ↔ RcpTF | 21,098 | 2763 | 12,461 | 1642 | 12,905 | 1673 |
Proteins ↔ miRNA | 0 | 34,039 | 0 | 9094 | 0 | 8458 |
Proteins ↔ LncRNA | 0 | 60,640 | 0 | 28,705 | 0 | 27,298 |
Proteins ↔ Virus | 200,475 | 236,925 | 0 | 0 | 117,139 | 1999 |
Rcp ↔ Rcp | 56,203 | 1088 | 22,761 | 520 | 24,157 | 491 |
Rcp ↔ TF | 62,965 | 537 | 28,875 | 267 | 31,100 | 247 |
Rcp ↔ RcpTF | 2977 | 73 | 1679 | 38 | 1766 | 35 |
Rcp ↔ miRNA | 0 | 2585 | 0 | 404 | 0 | 365 |
Rcp ↔ LncRNA | 0 | 3559 | 0 | 1256 | 0 | 1265 |
Rcp ↔ Virus | 27,500 | 32,500 | 0 | 0 | 14,958 | 306 |
TF ↔ TF | 15,427 | 18 | 7983 | 11 | 8893 | 12 |
TF ↔ RcpTF | 1677 | 9 | 1093 | 5 | 1229 | 7 |
TF ↔ miRNA | 0 | 1218 | 0 | 164 | 0 | 197 |
TF ↔ LncRNA | 0 | 1476 | 0 | 546 | 0 | 629 |
TF ↔ Virus | 16,709 | 19,747 | 0 | 0 | 10,003 | 203 |
RcpTF ↔ RcpTF | 9 | 1 | 6 | 1 | 6 | 1 |
RcpTF ↔ miRNA | 0 | 132 | 0 | 14 | 0 | 20 |
RcpTF ↔ LncRNA | 0 | 145 | 0 | 50 | 0 | 58 |
RcpTF ↔ Virus | 1155 | 1365 | 0 | 0 | 750 | 14 |
miRNA ↔ miRNA | 0 | 1039 | 0 | 36 | 0 | 36 |
miRNA↔ LncRNA | 0 | 3340 | 0 | 803 | 0 | 586 |
miRNA ↔ Virus | 0 | 17,914 | 0 | 0 | 0 | 28 |
LncRNA ↔ LncRNA | 0 | 2633 | 0 | 1139 | 0 | 1109 |
LncRNA ↔ Virus | 0 | 36,192 | 0 | 0 | 0 | 383 |
Virus ↔ Virus | 66 | 91 | 0 | 0 | 4 | 0 |
Total (PPI/GRN) |
4,704,087 | 752,161 | 2,055,045 | 212,021 | 2,278,558 | 206,762 |
Total (PPI+GRN) | 5,456,248 | 2,267,066 | 2,485,320 |
NOTE: Edges are defined as interactions between 2 nodes and expressed with” node1 ↔ node2”, where “node1” and “node2” are gene/protein names from one of the 7 classes we defined.