Table 2 Selected proteins from PPLasso, Lasso, Elastic Net, Adaptive Lasso and WLasso
From: Identification of prognostic and predictive biomarkers in high-dimensional data with PPLasso
Prognostic | Predictive | |
|---|---|---|
PPLasso | IL-8, SLAMF1, IL-24, TIE2, NT-pro-BNP | CCL19, CD40-L, CSF-1 |
Lasso | – | – |
Elastic Net | IL-17C, SCF, IL-18, IL-18R1, IL-12B, IL-24, CCL28, DNER, CD40-L, hK11, MMP-3, mAmP, LEP | AM, IL27-A |
Adaptive Lasso | – | ECP |
WLasso | IL-8, IL-17C, MCP-1, SIRT2, CCL20 | ARTN, IL-20, REN, AGRP |