| Pathway number | Genes included | Methods | CVPL | C-index | Number of non-zero gene |
---|---|---|---|---|---|---|
TCGA | 271 | 4260 | gsslasso | − 1041.218 (2.118) | 0.577 (0.012) | 33 |
ovarian | lasso | − 1042.905 (1.687) | 0.533 (0.027) | 15 | ||
cancer | grlasso | − 1044.110 (12.741) | 0.504 (0.014) | 24 | ||
N = 304 | grMCP | − 1046.965 (8.604) | 0.502 (0.007) | 24 | ||
grSCAD | −1042.349 (5.339) | 0.503 (0.012) | 24 | |||
cMCP | − 1043.373 (2.215) | 0.532 (0.019) | 13 | |||
TCGA | 274 | 4266 | gsslasso | − 938.973 (1.675) | 0.559 (0.010) | 64 |
LUAD | lasso | − 941.383 (3.720) | 0.545 (0.019) | 13 | ||
N = 491 | grlasso | − 945.605 (8.137) | 0.547 (0.023) | 111 | ||
grMCP | − 1092.091 (30.477) | 0.512 (0.015) | 25 | |||
grSCAD | − 940.358 (1.331) | 0.538 (0.021) | 123 | |||
cMCP | −942.831 (3.301) | 0.530 (0.022) | 3 | |||
TCGA | 275 | 4385 | gsslasso | −996.491 (2.131) | 0.640 (0.153) | 86 |
Breast | lasso | −1002.046 (5.356) | 0.523 (0.027) | 2 | ||
cancer | grlasso | − 1001.073 (9.641) | 0.590 (0.022) | 93 | ||
N = 1082 | grMCP | − 1016.864 (25.290) | 0.520 (0.019) | 12 | ||
grSCAD | − 1005.299 (2.268) | 0.522 (0.007) | 24 | |||
cMCP | − 1012.587 (44.339) | 0.502 (0.012) | 1 |