Table 2.
Top 20 human cell membrane proteins and their scores assigned by the random-forest model.
| Gene name | Protein name | RF score | Gene name | Protein name | RF score |
|---|---|---|---|---|---|
| ITGAV | Integrin alpha-V | 0.959 | PTPRJ | Receptor-type tyrosine-protein phosphatase eta | 0.903 |
| SCARB1 | Scavenger receptor class B member 1 | 0.948 | KDR | Vascular endothelial growth factor receptor 2 | 0.903 |
| NCAM1 | Neural cell adhesion molecule 1 | 0.943 | IL6ST | Interleukin-6 receptor subunit beta | 0.900 |
| ITGB1 | Integrin beta-1 | 0.940 | SELP | P-selectin | 0.898 |
| IGF2R | Cation-independent mannose-6-phosphate receptor | 0.928 | HSPA8 | Heat shock cognate 71 kDa protein | 0.895 |
| ITGA6 | Integrin alpha-6 | 0.927 | EGFR | Epidermal growth factor receptor | 0.895 |
| HLA-DRA | HLA class II histocompatibility antigen, DR alpha chain | 0.926 | TNFRSF14 | Tumor necrosis factor receptor superfamily member 14 | 0.895 |
| ITGA3 | Integrin alpha-3 | 0.914 | IL7R | Interleukin-7 receptor subunit alpha | 0.892 |
| CR2 | Complement receptor type 2 | 0.911 | KIT | Mast/stem cell growth factor receptor Kit | 0.891 |
| LDLR | Low-density lipoprotein receptor | 0.911 | SLAMF1 | Signaling lymphocytic activation molecule | 0.891 |