Table 1 Top 10 features list extracted from two feature selection algorithms.
From: Proteomic profiling of cerebrospinal fluid reveals TKT as a potential biomarker for medulloblastoma
ANOVA F-value | FCBF | ||||
|---|---|---|---|---|---|
Gene name | Fold change (MBL/HC) | Adjusted p value | Gene name | Fold change (MBL/HC) | Adjusted p value |
MBL versus HC Input data for feature selection: Deps (Up-regulated in MBL group) | |||||
SPTBN1* | 7.27 | 7.00E−07 | IGHA1 | 5.93 | 3.19E−06 |
IGHA1 | 5.93 | 3.19E−06 | TKT* | 4.59 | 4.98E−05 |
HSP90AA1* | 4.90 | 2.18E−06 | IGHD | 13.61 | 1.90E−04 |
IGHD | 13.61 | 1.90E−04 | NME1-NME2* | 3.55 | 2.73E−04 |
TKT | 4.59 | 4.98E−05 | IGHV3-7 | 16.32 | 9.92E−05 |
GPI | 4.23 | 3.98E−06 | GSN | 3.34 | 6.61E−04 |
SPTAN1 | 4.81 | 1.65E−04 | HPRT1 | 3.98 | 4.58E−04 |
PGAM1 | 2.42 | 4.23E−05 | VIM | 4.77 | 4.60E−04 |
IGHV3-7 | 16.32 | 9.92E−05 | H2BC15 | 10.81 | 5.04E−04 |
H4C1 | 14.06 | 1.63E−04 | PGLS | 1.92 | 1.13E−01 |
MBL versus HC Input data for feature selection: Deps (Down-regulated in MBL group) | |||||
IGFBP4 | 0.31 | 2.33E−07 | CNTN1 | 0.46 | 3.09E−04 |
CLU | 0.43 | 3.02E−05 | OLFML3 | 0.26 | 9.09E−06 |
MMP2 | 0.23 | 9.90E−07 | IGFBP4 | 0.31 | 2.33E−07 |
OLFML3 | 0.26 | 9.09E−06 | CLU | 0.43 | 3.02E−05 |
FAM3C | 0.24 | 4.53E−07 | SPON1 | 0.36 | 5.39E−04 |
DAG1 | 0.40 | 2.63E−04 | ISLR | 0.39 | 2.53E−02 |
COL6A1 | 0.40 | 1.57E−04 | CD44 | 0.29 | 4.07E−05 |
PLXNB2 | 0.33 | 4.44E−05 | GALNT10 | 0.34 | 4.02E−04 |
CLEC3B | 0.33 | 2.04E−09 | GALNT2 | 0.39 | 7.27E−03 |
VSTM2B | 0.26 | 1.05E−05 | – | – | – |
