Table 3 Number of edges after filtering by the identified cutoff in each individual and the fused network
From: Integrative regression network for genomic association study
Cancer type | DNA Methylation features | mRNA Expression traits | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
Fused | GFLasso | Lasso | SGL | SIOL | Fused | GFLasso | Lasso | SGL | SIOL | |
Breast | 238 | 19,283 | 5296 | 237 | 1218 | 742 | 182 | 21,162 | 811 | 69 |
Colon | 348 | 4496 | 903 | 288 | 3260 | 784 | 15 | 18,287 | 195 | 104 |
GBM | 584 | 737 | 14,925 | 581 | 5165 | 1272 | 317 | 22,767 | 299 | 480 |
Kidney | 266 | 4656 | 3299 | 1072 | 2284 | 1089 | 44 | 20,213 | 4 | 393 |
Lung | 364 | 43,752 | 4497 | 345 | 942 | 696 | 12 | 20,589 | 324 | 232 |